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Association counts use unique genes with 01-High Priority evidence and unique cells in the authored Specific tier (not the IC-score significance threshold). Reverse counts list meta traits and individual traits separately; these are overlapping levels of evidence, not independent totals. Counts cover the full available catalogue, not the displayed rows or sampled UMAP. Unavailable profiles are excluded from reverse counts; a dash means unavailable or an ambiguous identity, not zero. The browser initially shows 50 rows; choose Rows to change this. Complete rows remain in the HTML, and ordinary page links expose any continuation pages for AI readers and crawlers.

FING00000047 · All tissues

Age-related macular degeneration (whether dry or wet): evidence report

How association tiers are defined — cell–trait and gene–trait

SCREATE tier definitions supplied by the atlas curator. This methods note explains the prepared classifications; it does not recompute or change any report scores or tiers.

Cell–trait tiers

Cell–trait links
Identify cell types whose regulatory activity is associated with a trait’s genetic signal.
Required for Specific or Relevant
The ICE-CREAM score derived from the mean metacell Z score must be ≥ 5.39, with BOTH nominal and adjusted ICE-CREAM P values ≤ 0.05.
Specific (Tier 1)
Also meets all cell-set enrichment analysis (CSEA) criteria in at least one tested comparison: nominal P ≤ 0.05 AND adjusted P ≤ 0.05 AND normalized enrichment score (NES) ≥ 1, all in that comparison. This indicates that trait-associated activity is concentrated in this cell type relative to the tested background.
Relevant (Tier 2)
Meets the ICE-CREAM requirements but not the additional CSEA criteria. The cell type may share trait-associated activity with other cell types.
Interpretation and report values
CSEA is cell-set enrichment analysis, analogous to gene-set enrichment analysis but using sets of cells along a ranked list of ICE-CREAM scores. The eligibility score derived from the mean metacell Z score is not the displayed mean IC score. Do not infer a tier from the displayed mean, its descriptive Significance column, or a single CSEA summary value. Reports preserve prepared tiers; Other means an available association outside Specific/Relevant, and unavailable is not zero or proof of biological irrelevance.
Meta traits and individual traits
Use the prepared tier for the exact meta trait or individual trait. A meta trait’s Best child CSEA FDR is the lowest available child FDR, not a combined or meta-trait significance test. Its displayed mean child NES is descriptive, not a new CSEA test. These summaries must not be used to reconstruct or override the meta-trait tier.

Gene–trait priorities (variant–tCRE–gene evidence)

Variant–tCRE–gene links
Candidate variants connect to genes through overlapping promoters or distal transcribed cis-regulatory elements (tCREs) linked to gene promoters by the Activity-by-Contact (ABC) model.
Required genetic support
The variant belongs to a purity-passing SuSiE credible set OR qualifies for Borzoi rescue. Borzoi rescue requires BOTH a variant-causality score ≥ 0.3 AND linkage disequilibrium with the lead variant of r² ≥ 0.2.
Required cellular support
The overlapping promoter has positive tCRE activity OR the distal element has a passing cell-specific ABC link to the gene, in a Specific or Relevant cell subtype (L1S) or fine-grained state (L2). BOTH genetic and cellular support are required for High or Medium priority.
High priority
Among records meeting both minimum requirements, High requires a genetic score ≥ 0.5 AND a Layer 1 correlation > 0.3 between tCRE activity and the trait’s cellular profile across cell subtypes.
Medium priority
Meets both minimum requirements but not one or both additional High thresholds. The genetic score is the higher of the SuSiE posterior inclusion probability (PIP) and the Borzoi variant-causality score.
Same-record evidence and aggregation
Each priority requires genetic and cellular evidence supporting the SAME variant–tCRE–gene record. Do not combine thresholds or evidence from different records to create a qualifying link. A gene receives the highest priority observed among its supporting records. A tCRE summary uses supporting records for that exact tCRE, not every trait of its linked genes. Separately displayed aggregate scores do not relax the same-record rule.
Limits of interpretation
A priority is candidate-association evidence, not proof of a causal variant, causal gene, causal cell type or treatment efficacy. Missing evidence is unavailable, not zero. MAGMA −log10(P), displayed credibility scores, cellular-context scores and G/C tier codes must not be substituted for these eligibility tests; use the provided records and their documented fields.

ICE-CREAM (IC) is −log10(P) from a permutation test. An IC score of 3 corresponds to an unadjusted P value of 0.001; 5.5 is the multiple-testing-corrected significance threshold across all metacells. The Significance categories are Significant for IC > 5.5, Nominal for 3 ≤ IC ≤ 5.5, and Nonsignificant for IC < 3. These reports display mean IC scores across full-atlas populations, not the UMAP sample. The categories apply to the displayed scores: a cell-group mean or an average across individual traits is descriptive and is not itself a newly tested P value or a new multiple-testing correction. All scores are retained. Enrichment is not proof of causality or treatment efficacy.

Open this trait in Cell Browser →

Meta trait: Macular degeneration

Interpret only the requested hierarchy level (L1, L1S or L2) and the exact cell identities listed for that level on the permanent reference page for the requested scope. Cell names link to their shared scope memberships. Membership is trait-independent and based on positive full-population overlap, not sampled points. A population can overlap several scopes. Cell-identity scopes include only the population itself and its ancestors, never its descendants: an L1 type does not list child L1S subtypes or L2 states. Tissue, system, lineage and theme scopes retain their full-population overlap memberships. These IC scores and cell counts remain full-atlas values: selecting a scope restricts which populations are interpreted; it does not recalculate tissue-specific averages. Do not interpret other levels or out-of-scope populations.

Complete annotation marker lists · Complete markers and scope-aware enriched-gene evidence for all cell types, subtypes and states. Co-interpret eligible cell rankings with the associated-gene table below using both annotation-marker overlap and scope-pooled enriched-gene overlap, kept separate. Read each relevant cell's complete marker and enrichment lists through the linked reference. These support biological interpretation, not marker recaps, causal proof or a replacement for interpreting the ranking.

Type rankings — L1 (34)

Types ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1hepatocyte65.80Significant3.30e-491.32Specific1,5153,822
2endothelial_cell14.37Significant2.61e-171.14Specific373974
3skeletal_muscle_cell6.39Significant0.111.09Relevant9442,600
4cardiomyocyte5.39Nominal1.001.02Other5332,045
5adipose_stem_and_progenitor_cell4.25Nominal1.000.99Other327954
6mesothelial_cell2.68Nonsignificant1.000.87Other636
7epithelial_cell2.11Nonsignificant1.000.86Other2447
8fibroblast1.90Nonsignificant1.000.85Other184826
9B_cell1.24Nonsignificant1.000.77Other356694
10muscle_stem_cell1.19Nonsignificant1.000.81Other727
11microglia0.76Nonsignificant1.000.69Other61129
12granulocyte0.68Nonsignificant1.000.93Other56
13innate_lymphoid_cell_20.66Nonsignificant1.000.69Other38
14smooth_muscle_cell0.51Nonsignificant1.000.65Other27139
15pericyte0.46Nonsignificant1.000.59Other128517
16natural_killer_cell0.39Nonsignificant1.000.61Other1,2042,052
17induced_pluripotent_stem_cell0.37Nonsignificant1.000.56Other00
18macrophage0.34Nonsignificant1.000.62Other8131,732
19adipocyte0.33Nonsignificant1.000.66Other33111
20T_cell0.27Nonsignificant1.000.42Other470959
21thymocyte0.26Nonsignificant1.000.51Other168512
22platelet0.14Nonsignificant—0.00Other85104
23plasma_cell0.13Nonsignificant1.000.42Other1724
24monocyte0.05Nonsignificant1.000.33Other2,1763,871
25haematopoietic_progenitor_cell0.02Nonsignificant1.000.32Other262502
26melanocyte0.02Nonsignificant1.000.27Other97309
27dendritic_cell0.02Nonsignificant1.000.47Other496724
28chondrocyte5.74e-03Nonsignificant1.000.23Other5481,069
29schwann_cell3.70e-03Nonsignificant1.000.23Other1057
30neuron3.25e-03Nonsignificant1.000.40Other3301,328
31granulosa_cell9.24e-04Nonsignificant1.000.17Other293670
32oligodendrocyte4.77e-04Nonsignificant1.000.40Other3851,507
33astrocyte1.21e-04Nonsignificant1.000.16Other2561,203
34oligodendrocyte_precursor_cell1.05e-04Nonsignificant1.000.15Other4611,454

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1HEP.periportal_metabolic71.68Significant4.85e-062.19Specific1,7504,427
2HEP.canalicular_transport67.35Significant0.051.47Specific1,2903,434
3HEP.acute_phase56.22Significant1.000.16Specific1,4413,641
4EC.venous21.42Significant2.78e-091.56Specific5161,387
5EC.capillary15.92Significant0.101.16Specific5141,635
6EC.liver_sinusoidal14.31Significant1.000.95Relevant1,0831,925
7EC.arterial12.42Significant1.000.85Relevant356885
8EPI.alveolar_type_211.35Significant2.80e-121.54Specific8131,853
9FIB.hepatic_stellate_cell11.09Significant—2.68Specific64252
10EPI.bile_duct_cholangiocyte10.30Significant0.381.31Relevant3760
11EPI.lung_club_secretory10.05Significant0.171.38Relevant514
12EPI.extrahepatic_cholangiocyte9.61Significant—1.55Relevant3771
13HEP.pericentral_lipoprotein7.53Significant—0.00Relevant00
14EPI.tracheal_basal7.32Significant0.011.40Specific3981,120
15SKM.type_2_fast6.82Significant2.47e-083.12Specific9722,639
16EPI.hepatic_ductular_cholangiocyte6.44Significant0.331.25Relevant83243
17EPI.ileal_enterocyte_absorptive6.14Significant0.111.26Other118338
18SKM.type_1_slow5.80Significant0.940.42—9232,478
19EPI.tracheal_suprabasal5.67Significant0.501.30Other2956
20CM.cardiomyocyte5.39Nominal——Other5242,032
21ASPC.adipose_stem_and_progenitor_cell4.25Nominal——Other324930
22B.age_associated3.67Nominal1.01e-062.45Other207350
23EC.lymphatic3.48Nominal1.000.22Other630998
24EPI.pancreatic_acinar3.46Nominal0.331.14Other4291,475
25EPI.pancreatic_ductal_mucinous3.24Nominal0.801.16Other219430
26T.CD4_Treg2.93Nonsignificant5.16e-101.41Other244511
27FIB.tracheal_subepithelial2.88Nonsignificant—0.80Other00
28EPI.gastric_foveolar2.78Nonsignificant—0.82Other00
29FIB.interstitial2.68Nonsignificant2.13e-162.08Other288940
30MESO.mesothelial_cell2.68Nonsignificant——Other218
31FIB.barrier_purinergic2.66Nonsignificant—0.36Other13
32EPI.salivary_intercalated_defense2.49Nonsignificant1.001.00Other81161
33EPI.intrahepatic_cholangiocyte_defense2.36Nonsignificant—0.53Other813
34EPI.colonic_tuft2.34Nonsignificant—0.63Other724
35EPI.ileal_enterocyte_crypt2.31Nonsignificant1.000.85Other67113
36EPI.colonocyte2.26Nonsignificant1.000.99Other294815
37MAC.microglia_like2.25Nonsignificant0.761.15Other124179
38FIB.barrier_secretory2.08Nonsignificant1.001.16Other81228
39EPI.thymic_cortical2.03Nonsignificant1.001.12Other442824
40FIB.perivascular_interface1.94Nonsignificant1.001.06Other00
41GRANU.neutrophil1.82Nonsignificant9.43e-041.38Other1,2352,649
42FIB.suburothelial1.74Nonsignificant1.000.74Other122432
43EPI.alveolar_type_11.63Nonsignificant1.000.94Other26101
44EPI.skin_interfollicular_spinous1.49Nonsignificant1.000.83Other260563
45FIB.reticular1.43Nonsignificant1.000.44Other1987
46FIB.neurolectin_mucosa1.41Nonsignificant1.000.59Other133394
47EPI.thymic_medullary1.39Nonsignificant1.000.95Other26133
48FIB.adventitial1.38Nonsignificant1.000.32Other2681,447
49EPI.cervical_suprabasal1.38Nonsignificant—0.35Other1450
50B.memory1.37Nonsignificant3.88e-051.68Other442882
51EPI.salivary_duct_excretory1.36Nonsignificant1.000.76Other85180
52MAC.resident_repair1.27Nonsignificant7.96e-081.29Other7961,426
53EPI.pancreatic_ductal_bicarbonate1.26Nonsignificant1.000.81Other131548
54MAC.kupffer1.22Nonsignificant1.001.04Other189530
55EC.heart_remodeling1.22Nonsignificant1.000.00Other5691,594
56MUSC.muscle_stem_cell1.19Nonsignificant——Other418
57EPI.intrahepatic_cholangiocyte_transport1.13Nonsignificant—0.20Other1242
58EPI.ileal_bile_transport1.10Nonsignificant1.000.79Other6193
59FIB.skin_papillary1.08Nonsignificant—0.00Other00
60B.naive1.03Nonsignificant1.000.15Other307595
61FIB.transitioning0.93Nonsignificant1.000.36Other172497
62EPI.tracheal_submucosal_gland0.90Nonsignificant—0.12Other00
63EPI.skin_keratinocyte_progenitor0.86Nonsignificant—0.11Other03
64EPI.skin_sebaceous_duct_luminal0.79Nonsignificant1.000.67Other100249
65MG.microglia0.76Nonsignificant——Other490
66EPI.ileal_goblet0.75Nonsignificant1.000.76Other181432
67EPI.renal_principal_cell0.71Nonsignificant1.000.52Other207403
68FIB.skin_sheath0.68Nonsignificant1.000.31Other49118
69T.CD4_Tfh0.66Nonsignificant0.411.11Other4745
70ILC2.innate_lymphoid_cell_20.66Nonsignificant——Other20
71T.CD8_Trm0.66Nonsignificant7.61e-031.15Other211346
72EPI.ectocervical_granular0.65Nonsignificant—0.00Other1123
73EPI.salivary_serous_acinar0.64Nonsignificant1.000.51Other233531
74EPI.salivary_myoepithelial0.64Nonsignificant1.000.67Other191714
75B.germinal_center0.63Nonsignificant1.000.21Other233655
76T.CD4_Trm0.58Nonsignificant0.051.12Other176363
77EPI.esophageal_basal0.58Nonsignificant1.000.60Other410
78FIB.skin_tenogenic0.56Nonsignificant—0.00Other108227
79SMC.smooth_muscle_cell0.51Nonsignificant——Other20101
80EPI.skin_appendage_keratinocyte0.51Nonsignificant1.000.63Other87222
81PERI.pericyte0.46Nonsignificant——Other1170
82T.CD8_Tem0.43Nonsignificant1.99e-051.18Other1,0831,857
83PC.IgG_systemic0.43Nonsignificant5.14e-031.33Other4160
84NK.natural_killer_cell0.39Nonsignificant——Other1,2042,045
85MAC.resident_iron0.38Nonsignificant1.000.98Other1621
86IPSC.induced_pluripotent_stem_cell0.37Nonsignificant——Other00
87FIB.skin_neurosecretory0.35Nonsignificant—0.00Other00
88ADIPO.adipocyte0.33Nonsignificant——Other2062
89DC.mig0.31Nonsignificant—2.14Other89156
90EPI.esophageal_suprabasal0.30Nonsignificant1.000.52Other158404
91THYMO.thymocyte0.26Nonsignificant——Other163495
92T.CD8_transitional0.23Nonsignificant1.000.94Other497932
93T.CD8_Tcm0.21Nonsignificant1.000.87Other460926
94EPI.skin_follicular_keratinizing0.19Nonsignificant1.000.45Other3081
95EPI.skin_hair_follicle_bulge0.18Nonsignificant1.000.45Other51178
96T.CD4_Th170.18Nonsignificant1.001.02Other421794
97T.CD4_transitional0.17Nonsignificant1.000.87Other48110
98FIB.lung_alveolar0.17Nonsignificant—0.00Other615
99T.CD4_Tcm0.16Nonsignificant1.000.81Other494988
100PLAT.platelet0.14Nonsignificant—0.00Other3853
101EPI.endocervical_secretory0.14Nonsignificant—0.00Other00
102MAC.MDM0.12Nonsignificant1.000.89Other623986
103MAC.resident_cardiac0.09Nonsignificant1.000.84Other4851,074
104PC.IgA_muocsal0.09Nonsignificant1.000.34Other1831
105T.CD4_Tem0.09Nonsignificant1.000.77Other365697
106EPI.skin_keratinocyte_proliferating0.08Nonsignificant1.000.31Other4776
107EPI.renal_distal_tubule0.08Nonsignificant1.000.79Other133361
108T.CD4_Th20.07Nonsignificant—0.00Other12
109T.CD4_naive0.07Nonsignificant1.000.53Other399866
110EPI.pancreatic_islet0.05Nonsignificant1.000.53Other52132
111MONO.CD140.05Nonsignificant1.50e-041.15Other2,2944,139
112T.CD4_cytotoxic0.05Nonsignificant1.000.64Other8551,493
113T.CD8_naive0.05Nonsignificant1.000.47Other317708
114EPI.renal_thick_ascending_limb0.04Nonsignificant1.000.28Other4531,153
115MAC.LAM0.04Nonsignificant1.000.67Other9142,064
116T.gamma_delta0.04Nonsignificant1.000.67Other5881,078
117EPI.pancreatic_ductal_perivascular0.04Nonsignificant1.000.34Other430
118GRANU.MAST0.03Nonsignificant1.000.00Other56
119EPI.renal_immature_ureteric_bud0.03Nonsignificant1.000.28Other217569
120T.MAIT0.03Nonsignificant1.000.77Other469855
121MONO.CD160.02Nonsignificant0.700.98Other1,3041,835
122EPI.renal_intercalated_cell_type_A0.02Nonsignificant1.000.29Other67142
123HPC.haematopoietic_progenitor_cell0.02Nonsignificant——Other211370
124MAC.proliferating0.02Nonsignificant1.000.96Other87253
125EPI.colonic_enteroendocrine0.02Nonsignificant—0.00Other11
126MEL.melanocyte0.02Nonsignificant——Other79242
127EPI.lung_multiciliated0.02Nonsignificant1.000.25Other1649
128EPI.pancreatic_ductal_progenitor0.02Nonsignificant1.000.31Other234873
129EPI.renal_intercalated_cell_type_B9.77e-03Nonsignificant—0.00Other67
130DC.cDC27.21e-03Nonsignificant1.000.93Other1,1891,793
131NEU.INH_VIP6.92e-03Nonsignificant0.411.11Other241366
132CHOND.chondrocyte5.74e-03Nonsignificant——Other519730
133EPI.skin_sweat_duct_keratinocyte5.55e-03Nonsignificant1.000.22Other146301
134EPI.renal_proximal_tubule5.23e-03Nonsignificant1.000.23Other525806
135EPI.salivary_duct_ion_transport4.38e-03Nonsignificant1.000.22Other511
136NEU.EXC_IT3.89e-03Nonsignificant0.031.05Other411192
137SCHWN.schwann_cell3.70e-03Nonsignificant——Other733
138EPI.skin_hair_follicle_companion2.29e-03Nonsignificant—0.00Other812
139DC.cDC11.13e-03Nonsignificant1.000.96Other55112
140GRNLSA.granulosa_cell9.24e-04Nonsignificant——Other2570
141OLG.oligodendrocyte4.77e-04Nonsignificant——Other3841,397
142MAC.alveolar2.31e-04Nonsignificant1.000.39Other1,4323,122
143NEU.INH_LAMP51.37e-04Nonsignificant0.980.89Other263532
144ASTRO.astrocyte1.21e-04Nonsignificant——Other2281,111
145OPC.oligodendrocyte_precursor_cell1.05e-04Nonsignificant——Other4131,269
146EPI.skin_keratinocyte_basal7.54e-05Nonsignificant—0.00Other1326
147NEU.INH_PVALB6.93e-05Nonsignificant0.980.84Other193183
148EPI.salivary_mucous_acinar1.96e-06Nonsignificant1.000.02Other6391,189
149NEU.EXC_CT1.83e-06Nonsignificant1.000.42Other362384
150DC.pDC3.61e-07Nonsignificant1.000.35Other4961,028
151NEU.EXC_SYT22.05e-07Nonsignificant—0.00Other4077
152NEU.EXC_NTNG13.30e-08Nonsignificant—0.00Other00

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1HEP.acute_phase.hypoxia_lipid92.10Significant—2.04Relevant00
2HEP.canalicular_transport.baseline85.07Significant6.49e-032.16Specific199477
3HEP.periportal_metabolic.canonical_urea_cycle80.33Significant0.041.96—1,464269
4HEP.periportal_metabolic.acute_phase_barrier76.13Significant0.561.18—533138
5HEP.periportal_metabolic.xenobiotic_detox76.00Significant0.341.38—1,440139
6HEP.canalicular_transport.inflammatory73.11Significant1.30e-032.23—1,335194
7HEP.periportal_metabolic.urea_onecarbon_secretory69.81Significant1.000.60Specific1,3323,053
8HEP.canalicular_transport.pericentral_like_hypoxia69.15Significant0.601.15—3268
9HEP.periportal_metabolic.apolipoprotein_secretory65.44Significant0.870.84Relevant43110
10HEP.periportal_metabolic.stress_checkpoint65.13Significant0.341.41Relevant234786
11HEP.periportal_metabolic.stress_chaperone63.96Significant—0.00Relevant66128
12HEP.canalicular_transport.ductular_like_transition63.37Significant1.000.60—40087
13HEP.canalicular_transport.secretory_ERAD_UPR62.36Significant0.671.02—23228
14HEP.acute_phase.complement_metabolic61.53Significant3.37e-032.31Specific1,4233,464
15HEP.periportal_metabolic.inflammatory_activated59.85Significant1.000.09Specific7121,610
16HEP.acute_phase.baseline58.92Significant0.301.47—94619
17HEP.acute_phase.stress_secretory56.33Significant0.351.38—263
18HEP.canalicular_transport.injury_stress56.32Significant1.000.17—28924
19HEP.canalicular_transport.sterol_lipid_biosynthesis50.81Significant—0.00Relevant1020
20HEP.acute_phase.proliferative46.79Significant—0.00Relevant46
21HEP.acute_phase.inflammatory45.99Significant1.000.12Relevant382649
22HEP.acute_phase.complement_antiviral43.29Significant1.000.15Relevant377751
23EC.venous.adipose_lipid31.47Significant0.091.57—254476
24EC.venous.quiescent_homeostatic30.54Significant5.72e-041.98—456360
25EC.venous.remodeling_stalk26.70Significant0.731.02—559566
26EC.venous.activated25.26Significant0.131.36Relevant247752
27EC.capillary.postcap_venule22.02Significant0.011.84—355261
28EC.arterial.inflammatory21.32Significant0.281.36—6350
29EPI.hepatic_ductular_cholangiocyte.acute_phase_complement21.16Significant—1.59—00
30EC.liver_sinusoidal.prostanoid20.69Significant—0.75Relevant1164
31EC.liver_sinusoidal.inflammatory20.50Significant—0.57—223154
32EC.liver_sinusoidal.hypoxia_metabolic19.67Significant0.021.73—183107
33EC.capillary.angiocrine18.80Significant0.031.62Specific250630
34EC.venous.baseline18.64Significant1.000.39Specific346807
35EC.capillary.migratory18.63Significant0.221.41Relevant181509
36EC.arterial.metabolic18.52Significant0.281.31—195159
37EC.liver_sinusoidal.remodeling_lipotoxicity16.28Significant—0.10—9058
38EC.capillary.stress15.83Significant1.000.90—4436
39EPI.lung_club_secretory.canonical_surfactant14.59Significant—0.63—74104
40EC.capillary.baseline14.53Significant1.000.73Relevant246560
41EC.arterial.angiogenic_tip14.43Significant—0.39—3037
42EPI.bile_duct_cholangiocyte.secretory_mucin14.04Significant—0.62Relevant712
43EC.arterial.arteriole_interface13.89Significant0.281.27—3112
44FIB.hepatic_stellate_cell.inflammatory13.49Significant—1.15—00
45EC.capillary.angiogenic_tip13.13Significant1.000.80—186218
46EPI.alveolar_type_2.stress_response12.83Significant0.211.53Relevant6751,562
47EC.arterial.mito_contact12.66Significant0.451.19—145
48EC.capillary.inflammatory12.64Significant1.000.27Relevant2751
49EPI.lung_club_secretory.ciliogenesis_primed12.49Significant—0.37—00
50FIB.hepatic_stellate_cell.contractile11.84Significant—0.32Relevant00
51EPI.alveolar_type_2.injury_primed11.82Significant0.451.19—434245
52EPI.extrahepatic_cholangiocyte.mucin_secretory10.82Significant—0.42Relevant00
53EC.arterial.elastic10.71Significant0.281.24—2245
54EPI.ileal_enterocyte_absorptive.brush_border10.23Significant1.33e-082.20Specific5801,717
55EPI.lung_club_secretory.inflammatory10.19Significant—0.00Relevant00
56EC.arterial.arteriole_gas_exchange9.96Significant0.990.67—238131
57FIB.hepatic_stellate_cell.fibrogenic9.20Significant—0.00Relevant00
58EPI.pancreatic_acinar.inflammatory_regenerative8.37Significant0.011.95Specific25113
59EPI.extrahepatic_cholangiocyte.barrier_interface8.32Significant—0.00Relevant00
60HEP.pericentral_lipoprotein.UPR_redox8.07Significant—0.67—00
61EC.liver_sinusoidal.stress8.03Significant—0.00—413158
62EC.capillary.activated7.83Significant1.000.44—25
63EPI.tracheal_basal.homeostatic_progenitor7.82Significant7.14e-032.46—28574
64EPI.alveolar_type_2.baseline_surfactant7.50Significant1.000.00—649
65SKM.type_2_fast.oxidative_IIa7.28Significant4.60e-042.39—94656
66EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion7.18Significant—0.21—53
67CM.sarcomere_actin_interface7.12Significant3.05e-031.67Specific45078
68CM.anti_inflammatory7.03Significant3.05e-031.71Specific4241,503
69HEP.pericentral_lipoprotein.ApoB_coagulation7.00Significant—0.00Relevant00
70ASPC.activated6.86Significant2.76e-041.79Specific164162
71EPI.bile_duct_cholangiocyte.inflammatory_APC6.76Significant—0.00—20
72CM.inflammatory6.63Significant—0.39Relevant00
73EPI.tracheal_basal.activated_stress6.57Significant0.740.58—320
74EC.arterial.homeostatic6.56Significant0.990.44—243
75CM.mito_proteostasis6.34Significant0.401.21Relevant32929
76EPI.tracheal_suprabasal.transitional_wound6.22Significant—0.00Relevant161
77CM.mechano_activated6.18Significant0.091.54Relevant205134
78SKM.type_1_slow.contractile6.05Significant0.391.52—5968
79SKM.type_2_fast.glycolytic_IIx_IIb6.03Significant0.980.28Relevant5651,482
80SKM.type_1_slow.oxidative5.92Significant0.441.22—802251
81EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate5.80Significant—0.41—00
82EPI.hepatic_ductular_cholangiocyte.polarity5.74Significant—0.19Other00
83CM.osmoprotection5.71Significant0.861.04Other3457
84ASPC.preadipocyte_lipid_primed5.47Nominal4.68e-071.76Other331129
85EC.arterial.ion_pump5.32Nominal0.990.19Other32
86CM.translation_boost_RPL5.27Nominal0.910.97Other1291
87EC.lymphatic.activated5.25Nominal0.141.44Other4773
88EPI.pancreatic_acinar.adhesion_remodeling5.24Nominal0.031.75Other210784
89SKM.type_1_slow.glycolytic5.14Nominal1.000.00Other362647
90EPI.tracheal_suprabasal.secretory_immune4.92Nominal—0.00Other00
91CM.oxidative_phospho4.88Nominal1.000.58Other266792
92FIB.adventitial.activated_remodelling4.70Nominal—1.76Other141319
93ASPC.baseline4.67Nominal0.281.19Other363170
94EPI.pancreatic_ductal_mucinous.mucin_rich_barrier4.61Nominal9.48e-042.03Other4491,034
95CM.baseline4.54Nominal1.000.41Other3930
96EC.lymphatic.tip_migratory4.48Nominal0.741.06Other2337
97MESO.activated_stress4.43Nominal—0.96Other00
98FIB.barrier_purinergic.stress_GF_binding4.42Nominal—0.97Other00
99ASPC.mesothelial_like4.37Nominal0.901.16Other143486
100EPI.pancreatic_acinar.stress4.27Nominal0.241.43Other2828
101EPI.salivary_serous_acinar.quiescent4.02Nominal0.021.51Other178493
102EC.heart_remodeling.activated_acute4.00Nominal0.011.78Other102186
103EPI.hepatic_ductular_cholangiocyte.secretory_transport3.91Nominal—0.00Other00
104EPI.pancreatic_ductal_bicarbonate.barrier_mucin3.90Nominal0.061.42Other219533
105B.age_associated.activated3.88Nominal—0.06Other1822
106EC.liver_sinusoidal.secretory_lipoprotein3.80Nominal1.000.00Other12070
107B.age_associated.migratory3.76Nominal0.530.92Other22
108EPI.intrahepatic_cholangiocyte_defense.secretory_barrier3.63Nominal—0.73Other00
109T.CD4_Treg.Tr1_like3.63Nominal—0.25Other88
110EPI.colonocyte.junction_remodeling3.61Nominal1.42e-032.14Other218305
111MESO.antiviral3.58Nominal—0.47Other38
112FIB.interstitial.mesenchymal_APC3.57Nominal0.141.57Other8133
113EPI.colonocyte.ionocyte_BEST43.56Nominal0.021.91Other103188
114ASPC.inflammatory3.54Nominal1.000.78Other2161
115T.CD4_Treg.APC_interactive3.36Nominal0.121.52Other11828
116CM.translation_boost_RPS3.36Nominal1.000.33Other6916
117EC.lymphatic.valve3.35Nominal—0.04Other00
118EC.venous.cardiac_structural3.33Nominal1.000.00Other102229
119EC.lymphatic.baseline3.31Nominal0.740.97Other3872
120EPI.ileal_enterocyte_crypt.baseline3.19Nominal0.271.43Other116
121EPI.salivary_intercalated_defense.inflammatory3.14Nominal0.241.49Other152360
122B.age_associated.naive_transitional3.09Nominal—0.00Other00
123MESO.secretory_structural3.08Nominal—0.00Other00
124EPI.hepatic_ductular_cholangiocyte.ion_transport3.07Nominal—0.00Other00
125EPI.pancreatic_acinar.baseline2.96Nonsignificant1.000.64Other274163
126EPI.colonic_tuft.homeostatic2.91Nonsignificant—0.42Other00
127EPI.salivary_intercalated_defense.basal_EMT2.89Nonsignificant—0.29Other00
128ASPC.niche_keeping_progenitor2.89Nonsignificant1.000.42Other52219
129FIB.tracheal_subepithelial.baseline2.88Nonsignificant—0.00Other00
130MAC.microglia_like.inflammatory_chemokine2.86Nonsignificant—0.34Other2032
131EPI.gastric_foveolar.baseline2.78Nonsignificant—0.00Other00
132EPI.pancreatic_ductal_bicarbonate.repair_actin_junction2.71Nonsignificant—0.96Other00
133EPI.colonocyte.distal_absorptive2.67Nonsignificant—0.48Other00
134FIB.interstitial.lipid_matrix2.66Nonsignificant0.880.86Other258191
135ASPC.secretory2.66Nonsignificant1.000.24Other765
136FIB.suburothelial.homeostasis_matrix2.65Nonsignificant3.81e-032.19Other258921
137EPI.hepatic_ductular_cholangiocyte.stress2.63Nonsignificant—0.00Other00
138FIB.interstitial.remodeling2.61Nonsignificant0.880.85Other319
139FIB.interstitial.immune_interact2.61Nonsignificant0.881.00Other121
140EPI.hepatic_ductular_cholangiocyte.barrier_chemokine2.58Nonsignificant—0.00Other69
141FIB.interstitial.stress_secretory2.55Nonsignificant0.881.09Other9256
142T.CD4_Treg.central_naive_like2.49Nonsignificant0.900.64Other33345
143FIB.barrier_secretory.remodeling2.46Nonsignificant—0.26Other00
144EPI.ileal_enterocyte_crypt.proliferative_S2.44Nonsignificant0.271.29Other42
145EPI.salivary_duct_excretory.stress2.41Nonsignificant0.061.61Other3368
146FIB.perivascular_interface.lipid_shuttle2.41Nonsignificant—0.75Other51170
147MAC.kupffer.fibrogenic2.40Nonsignificant—0.80Other00
148EPI.pancreatic_ductal_mucinous.remodeling_channel_rich2.32Nonsignificant—0.00Other00
149EPI.pancreatic_acinar.metabolic_onecarbon2.27Nonsignificant1.000.44Other287328
150EPI.thymic_cortical.baseline2.25Nonsignificant0.031.99Other185386
151MESO.baseline2.21Nonsignificant0.570.96Other06
152EPI.colonocyte.crypt_progenitor2.17Nonsignificant1.000.88Other115265
153ASPC.stem_like_progenitor2.16Nonsignificant1.000.25Other300842
154EPI.ileal_enterocyte_crypt.bile_transport2.14Nonsignificant0.271.28Other20
155EPI.thymic_cortical.Notch_interface2.09Nonsignificant—0.00Other82137
156B.memory.pDC_imprint2.06Nonsignificant0.051.89Other157103
157EPI.skin_interfollicular_spinous.stress_UPR2.04Nonsignificant—0.65Other00
158GRANU.neutrophil.tissue_patrolling2.01Nonsignificant—1.28Other00
159EPI.ileal_enterocyte_absorptive.villus_tip2.00Nonsignificant1.000.00Other43
160ASPC.adipocyte_capillary_interface1.94Nonsignificant1.000.10Other2154
161EPI.renal_principal_cell.activated_acute1.93Nonsignificant0.401.39Other2959
162EPI.intrahepatic_cholangiocyte_transport.mucin_secretory1.90Nonsignificant—1.15Other00
163EPI.skin_interfollicular_spinous.baseline1.90Nonsignificant0.311.31Other353
164EPI.skin_interfollicular_spinous.upper_lipid1.90Nonsignificant—0.50Other66
165MAC.microglia_like.patrolling_adhesive1.88Nonsignificant—0.00Other00
166EC.heart_remodeling.remodeling_secretory1.87Nonsignificant3.71e-031.64Other6051,341
167EPI.salivary_intercalated_defense.canonical_antimicrobial1.84Nonsignificant1.000.00Other1122
168FIB.reticular.stress_metallothionein1.84Nonsignificant—0.81Other332
169EPI.skin_interfollicular_spinous.early_differentiation1.83Nonsignificant0.181.56Other8919
170FIB.barrier_secretory.homeostasis1.81Nonsignificant—0.00Other00
171T.CD4_Treg.tissue_effector1.81Nonsignificant0.900.67Other1613
172FIB.adventitial.complement_angiocrine1.81Nonsignificant0.011.61Other153684
173EC.heart_remodeling.translation_boost1.79Nonsignificant—0.29Other00
174EPI.thymic_medullary.proliferative_APC1.79Nonsignificant—1.26Other00
175EPI.colonic_tuft.activated1.79Nonsignificant—0.00Other00
176GRANU.neutrophil.antiviral_endotoxin1.78Nonsignificant—0.00Other00
177FIB.perivascular_interface.vascular_BM_remodelling1.74Nonsignificant—0.00Other00
178FIB.suburothelial.contractile_myofibroblast1.70Nonsignificant—0.30Other90
179GRANU.neutrophil.primed_degranulation1.70Nonsignificant—0.00Other00
180MAC.resident_repair.chemokine_angiocrine1.70Nonsignificant0.091.65Other87138
181EPI.alveolar_type_1.baseline1.68Nonsignificant0.211.60Other80
182EPI.ileal_enterocyte_crypt.proliferative_G2M1.66Nonsignificant—0.00Other1954
183ASPC.proliferative1.66Nonsignificant1.000.61Other3385
184FIB.interstitial.mesenchymal_regulator1.62Nonsignificant1.000.26Other44
185MAC.kupffer.monocyte_like1.62Nonsignificant—0.80Other00
186EPI.ectocervical_granular.inflammatory1.62Nonsignificant—1.15Other00
187MAC.kupffer.inflammatory1.59Nonsignificant—0.40Other74
188FIB.adventitial.baseline1.59Nonsignificant0.921.05Other157278
189EPI.pancreatic_acinar.quiet_dedifferentiation1.57Nonsignificant1.000.19Other142171
190EPI.thymic_cortical.secretory_remodeling1.56Nonsignificant—0.00Other41
191EPI.pancreatic_ductal_mucinous.proliferative_gastric_like1.55Nonsignificant—0.00Other00
192EPI.thymic_medullary.stress_APC1.54Nonsignificant0.301.61Other24
193FIB.reticular.stromal_niche1.53Nonsignificant0.441.07Other00
194EPI.ileal_enterocyte_crypt.villus_transition1.51Nonsignificant—0.16Other710
195FIB.adventitial.mechano_chemo_sensing1.51Nonsignificant0.920.92Other135524
196FIB.neurolectin_mucosa.remodeling_repair1.51Nonsignificant—0.07Other42
197EPI.colonocyte.proximal_transport1.51Nonsignificant1.000.27Other2412
198FIB.perivascular_interface.vasomotor_tone1.48Nonsignificant—0.00Other00
199FIB.suburothelial.inflammatory_prostanoid1.48Nonsignificant—0.00Other00
200FIB.neurolectin_mucosa.nerve_interface1.47Nonsignificant—0.30Other40
201FIB.neurolectin_mucosa.inflammatory1.47Nonsignificant0.810.85Other52110
202FIB.adventitial.mito_secretory1.47Nonsignificant0.920.89Other217
203B.memory.baseline1.43Nonsignificant0.171.35Other47299
204MAC.microglia_like.phagocytic_redox1.43Nonsignificant—0.00Other00
205EPI.cervical_suprabasal.secretory_vesicle1.41Nonsignificant—0.00Other00
206NK.cytokine_tissue_activation1.41Nonsignificant1.07e-052.44Other267450
207FIB.adventitial.PI16_matrix1.38Nonsignificant0.920.83Other7090
208MAC.resident_repair.stress_iron1.36Nonsignificant1.001.11Other4897
209EPI.alveolar_type_1.activated1.35Nonsignificant—0.00Other00
210B.memory.activated1.34Nonsignificant0.361.23Other10529
211EPI.cervical_suprabasal.inflammatory_repair1.34Nonsignificant—0.00Other00
212B.naive.activated1.31Nonsignificant0.041.76Other77127
213FIB.transitioning.secretory_procollagen1.29Nonsignificant—0.61Other00
214EPI.thymic_medullary.hormone_xeno_barrier1.29Nonsignificant—0.00Other08
215MUSC.activated_migratory1.26Nonsignificant0.481.48Other67
216FIB.barrier_purinergic.lipid_secretory1.26Nonsignificant—0.00Other00
217MAC.kupffer.stress1.26Nonsignificant0.550.99Other93
218B.naive.restrained1.22Nonsignificant0.061.51Other183353
219EPI.thymic_medullary.canonical_alarmin1.22Nonsignificant0.780.58Other817
220T.CD4_Trm.activated1.22Nonsignificant0.201.52Other3226
221MAC.resident_repair.ECM_stromal_crosstalk1.21Nonsignificant1.000.77Other95158
222FIB.neurolectin_mucosa.axon_responsive1.21Nonsignificant0.810.52Other1010
223FIB.reticular.ECM_builder1.21Nonsignificant—0.00Other00
224MUSC.quiescent_reservoir1.20Nonsignificant0.481.23Other28
225MUSC.early_activation1.19Nonsignificant0.481.22Other432
226ILC2.activated1.16Nonsignificant—0.80Other00
227EPI.colonocyte.goblet_interface1.15Nonsignificant—0.00Other1121
228EPI.ectocervical_granular.secretory_apocrine1.14Nonsignificant—0.32Other00
229B.naive.antigen_presenting_ready1.13Nonsignificant0.871.13Other4873
230T.CD8_Trm.dendritic_recruiter1.13Nonsignificant0.111.37Other4785
231MUSC.baseline1.12Nonsignificant0.810.53Other00
232B.memory.migratory1.12Nonsignificant0.970.53Other123208
233ASPC.remodeling1.12Nonsignificant1.000.06Other106354
234B.memory.preactivated1.12Nonsignificant0.970.44Other173174
235EPI.ileal_bile_transport.absorptive_xenobiotic1.11Nonsignificant0.730.66Other1112
236EPI.ectocervical_granular.immune_interact1.09Nonsignificant—0.00Other00
237EPI.ileal_bile_transport.detox_transcytosis1.08Nonsignificant—0.00Other01
238FIB.skin_papillary.baseline1.08Nonsignificant—0.00Other00
239FIB.suburothelial.urothelial_interface1.07Nonsignificant1.000.00Other98
240B.naive.remodeling1.07Nonsignificant1.000.92Other135230
241PC.IgG_systemic.stress1.07Nonsignificant—1.16Other15
242FIB.transitioning.matrix_stress1.06Nonsignificant—0.18Other47138
243EPI.skin_sebaceous_duct_luminal.detox_repair1.06Nonsignificant3.70e-032.33Other13794
244B.naive.proteostasis1.05Nonsignificant0.871.08Other4969
245FIB.reticular.immune_interface1.04Nonsignificant—0.00Other16
246EPI.skin_interfollicular_spinous.proliferative1.04Nonsignificant—0.00Other00
247EC.lymphatic.scavenger1.03Nonsignificant1.000.00Other203257
248EPI.colonocyte.secretory_boost1.03Nonsignificant1.000.00Other9891
249T.CD8_Trm.inflammatory1.03Nonsignificant0.031.42Other124176
250MAC.resident_repair.antigen_presenting1.03Nonsignificant1.000.46Other244113
251T.CD4_naive.activated_stress1.03Nonsignificant0.091.51Other339429
252EPI.renal_principal_cell.inflammatory1.02Nonsignificant0.401.35Other74157
253B.naive.purinergic1.01Nonsignificant1.000.75Other384820
254EPI.tracheal_submucosal_gland.acinar_serous1.00Nonsignificant—0.42Other00
255SMC.activated0.93Nonsignificant0.011.47Other25
256T.CD4_Tfh.precursor_migratory0.92Nonsignificant0.321.32Other7227
257EC.heart_remodeling.remodeling_stalk0.92Nonsignificant0.531.12Other33111
258MESO.activated_migratory0.92Nonsignificant—0.00Other00
259T.CD4_Trm.helper_like0.91Nonsignificant0.201.37Other84147
260EPI.intrahepatic_cholangiocyte_defense.raft_maturation0.91Nonsignificant—0.00Other00
261EPI.skin_keratinocyte_progenitor.activated_stress0.91Nonsignificant—0.11Other00
262IPSC.mesendo_primed0.89Nonsignificant1.36e-111.54Other00
263EPI.salivary_duct_excretory.baseline0.89Nonsignificant1.000.00Other2357
264PERI.inflammatory0.88Nonsignificant0.011.31Other4077
265EC.heart_remodeling.perivascular0.88Nonsignificant1.000.59Other124408
266EC.heart_remodeling.capillary_metabolic0.88Nonsignificant0.531.23Other54414
267FIB.adventitial.adhesion_lipid0.87Nonsignificant0.920.81Other58209
268T.CD8_Tcm.NK_like0.87Nonsignificant0.081.41Other334581
269FIB.transitioning.motility_remodelling0.86Nonsignificant—0.00Other00
270EPI.skin_interfollicular_spinous.stress_oxidative0.86Nonsignificant—0.00Other00
271EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling0.85Nonsignificant—0.32Other00
272EPI.renal_distal_tubule.ciliated_remodelling0.85Nonsignificant—1.64Other00
273EPI.ileal_goblet.inflammatory_mucin0.84Nonsignificant0.111.90Other69
274MG.baseline0.84Nonsignificant0.111.65Other165
275NK.cytokine_tissue_resident0.83Nonsignificant1.07e-052.47Other7482
276EPI.pancreatic_ductal_bicarbonate.inflammatory0.82Nonsignificant0.940.85Other1432
277T.CD4_Trm.metal_stress0.81Nonsignificant0.721.06Other3458
278FIB.skin_sheath.ECM_immune0.80Nonsignificant—1.03Other00
279EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo0.80Nonsignificant—0.00Other00
280PERI.baseline0.79Nonsignificant0.021.30Other3966
281B.naive.metabolic0.79Nonsignificant1.000.37Other5079
282EPI.tracheal_submucosal_gland.ductal_luminal0.79Nonsignificant—0.00Other00
283IPSC.stress0.79Nonsignificant0.361.16Other00
284EPI.salivary_myoepithelial.activated0.79Nonsignificant0.121.77Other85281
285EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro0.78Nonsignificant—0.18Other00
286EPI.ileal_goblet.immature0.78Nonsignificant—0.47Other00
287B.germinal_center.LZ_survival0.77Nonsignificant—1.47Other00
288T.CD4_Trm.baseline0.77Nonsignificant0.211.24Other3121
289FIB.skin_sheath.neuro_vascular_interface0.76Nonsignificant—6.94e-17Other00
290EPI.skin_keratinocyte_progenitor.quiescent_stem_like0.75Nonsignificant—0.00Other00
291EPI.ileal_goblet.stress_metallothionein0.72Nonsignificant—0.00Other411
292B.germinal_center.LZ_selection0.71Nonsignificant—0.58Other00
293PC.IgG_systemic.interacting0.71Nonsignificant0.981.08Other00
294ADIPO.inflammatory0.70Nonsignificant—1.59Other00
295B.naive.receptor_recycle0.69Nonsignificant1.000.15Other510
296MG.phagocytic_APC0.69Nonsignificant0.740.77Other258
297MAC.resident_iron.APC_iron_sensing0.69Nonsignificant0.881.14Other211114
298EPI.ileal_goblet.baseline0.68Nonsignificant0.810.48Other162
299EPI.salivary_serous_acinar.seromucous_like0.67Nonsignificant—0.61Other00
300EPI.skin_interfollicular_spinous.transition_basal0.67Nonsignificant1.000.19Other100127
301IPSC.stromal_primed0.66Nonsignificant0.041.24Other00
302EPI.skin_interfollicular_spinous.inflammatory0.65Nonsignificant—0.00Other00
303EPI.esophageal_basal.activated_progenitor0.65Nonsignificant0.101.84Other10
304MG.expanding0.65Nonsignificant0.740.73Other21
305EPI.skin_hair_follicle_bulge.niche_crosstalk0.64Nonsignificant—1.13Other2988
306T.CD8_Trm.muscosal_Tc170.63Nonsignificant0.880.97Other1938
307EPI.pancreatic_ductal_bicarbonate.activated0.63Nonsignificant0.940.69Other107
308FIB.transitioning.ISG_primed_interface0.63Nonsignificant—0.00Other1780
309EPI.skin_appendage_keratinocyte.ductal_immune_interacting0.63Nonsignificant0.551.23Other716
310NK.adaptive_immature_precursor0.62Nonsignificant7.82e-052.27Other358111
311B.germinal_center.DZ_M_phase0.62Nonsignificant—0.00Other00
312EPI.pancreatic_ductal_bicarbonate.stress0.62Nonsignificant—0.07Other1233
313EPI.skin_sebaceous_duct_luminal.ECM_remodelling0.62Nonsignificant0.920.28Other29
314EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit0.62Nonsignificant—0.00Other00
315T.CD4_Tfh.suppression_exhaustion0.59Nonsignificant0.900.88Other02
316THYMO.DP_early_stress0.59Nonsignificant—1.31Other00
317EPI.salivary_myoepithelial.baseline0.58Nonsignificant0.910.55Other42141
318B.germinal_center.LZ_memory_precursor0.58Nonsignificant—0.00Other00
319EC.heart_remodeling.angiocrine0.58Nonsignificant1.000.19Other182525
320T.CD8_Trm.homeostatic0.57Nonsignificant0.880.91Other425
321NK.cytokine_lung_immediate_early0.57Nonsignificant0.151.69Other424274
322EPI.skin_appendage_keratinocyte.transit_amplifying0.57Nonsignificant—0.37Other109358
323IPSC.midbrain_primed0.57Nonsignificant0.361.15Other00
324FIB.skin_tenogenic.baseline0.56Nonsignificant—0.00Other02
325T.CD8_transitional.stress0.56Nonsignificant—1.07Other2434
326EPI.pancreatic_ductal_bicarbonate.baseline0.56Nonsignificant0.940.76Other1142
327PERI.angiocrine0.55Nonsignificant1.000.92Other93102
328IPSC.mesodermal_primed0.55Nonsignificant0.491.07Other00
329EPI.salivary_myoepithelial.junctional_transport0.55Nonsignificant0.910.40Other66121
330ILC2.migratory0.53Nonsignificant—0.00Other00
331EPI.skin_appendage_keratinocyte.ductal_barrier_detox0.53Nonsignificant0.740.75Other3334
332ASPC.signal_integrator0.53Nonsignificant—0.00Other00
333T.CD4_transitional.APC_interacting0.51Nonsignificant0.191.38Other1014
334T.CD8_transitional.effector_primed0.51Nonsignificant8.03e-041.25Other435151
335EPI.salivary_myoepithelial.contractile_repair0.51Nonsignificant—0.00Other39
336T.CD8_Tem.signaling_turnover0.51Nonsignificant0.281.27Other425683
337T.CD8_Tem.early_helper_like0.50Nonsignificant1.29e-051.97Other445755
338THYMO.DP_early0.50Nonsignificant5.51e-091.89Other326313
339B.naive.baseline0.50Nonsignificant1.000.15Other1013
340T.CD8_Tem.TEMRA0.50Nonsignificant0.281.25Other9201,088
341EPI.ileal_enterocyte_crypt.secretory_precursor0.50Nonsignificant—0.00Other00
342SMC.metabolic0.49Nonsignificant0.731.00Other1440
343B.germinal_center.DZ_S_phase0.49Nonsignificant—0.00Other00
344FIB.skin_sheath.stress_chaperone0.49Nonsignificant—0.00Other00
345MONO.CD14.inflammatory0.48Nonsignificant0.311.26Other92134
346T.CD4_Tfh.effector_migratory0.48Nonsignificant0.501.17Other12257
347FIB.adventitial.inflammatory_activated0.47Nonsignificant1.000.04Other100473
348T.CD4_Tfh.canonical_GC_helper0.46Nonsignificant0.920.65Other12
349T.CD4_Trm.stress_adaptive0.45Nonsignificant1.000.64Other822
350MAC.resident_iron.heme_recycling0.45Nonsignificant—1.25Other3037
351NK.immature_bridge0.44Nonsignificant1.001.00Other117122
352NK.adaptive_axis_baseline0.44Nonsignificant0.461.28Other1,008153
353T.CD4_Th17.migratory0.44Nonsignificant0.501.17Other1323
354T.CD8_Tem.motility_primed0.44Nonsignificant0.980.76Other2694
355ADIPO.immature0.43Nonsignificant—0.32Other2440
356IPSC.axial_identity_primed0.43Nonsignificant0.111.16Other00
357T.CD8_Tem.stress_adapted0.43Nonsignificant0.980.89Other607520
358ADIPO.thermogenic0.42Nonsignificant—0.29Other00
359MAC.kupffer.metabolic0.42Nonsignificant—0.00Other2536
360T.CD4_Tcm.APC_mimicry0.39Nonsignificant0.461.28Other5443
361THYMO.SP_CD8_naive_stress0.39Nonsignificant1.001.09Other11
362NK.adaptive_biosynthetic_primed0.38Nonsignificant1.000.88Other244405
363T.CD4_naive.Treg_like0.38Nonsignificant0.461.40Other12172
364NK.adaptive_classII_inhibitory0.37Nonsignificant1.000.83Other880154
365NK.cytokine_axis_baseline0.37Nonsignificant1.000.93Other1,172116
366NK.cytokine_repair_primed0.36Nonsignificant1.000.82Other26611
367EPI.esophageal_basal.junctional_barrier0.36Nonsignificant—0.00Other00
368MAC.kupffer.tolerogenic0.36Nonsignificant—0.00Other4549
369T.CD4_Tcm.Tfh_like0.36Nonsignificant0.081.32Other102214
370PLAT.megakaryocytic0.36Nonsignificant—0.97Other00
371EPI.salivary_serous_acinar.secretory_active0.35Nonsignificant1.000.00Other24269
372FIB.skin_neurosecretory.baseline0.35Nonsignificant—0.00Other00
373EPI.esophageal_suprabasal.basal_transitional0.34Nonsignificant0.491.00Other4467
374EPI.skin_hair_follicle_bulge.anagen_growth0.33Nonsignificant—1.24Other00
375EPI.esophageal_suprabasal.differentiating_keratin0.33Nonsignificant0.012.08Other13161
376EPI.skin_follicular_keratinizing.transit_amplifying0.33Nonsignificant—0.94Other2149
377EPI.skin_sebaceous_duct_luminal.immune_interface0.33Nonsignificant—0.00Other00
378T.CD8_Trm.cytotoxic0.32Nonsignificant1.000.34Other16585
379T.CD8_Tem.baseline0.32Nonsignificant1.000.44Other458356
380ILC2.quiescent0.31Nonsignificant—0.00Other00
381NK.cytokine_quiescent0.31Nonsignificant1.000.64Other6231,062
382NK.adaptive_adipose_stress0.31Nonsignificant1.000.46Other37439
383NK.cytokine_vascular_patrolling0.31Nonsignificant1.000.58Other86394
384T.CD4_Tcm.baseline0.31Nonsignificant0.581.15Other6131
385DC.mig.baseline0.31Nonsignificant—0.00Other10
386EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump0.30Nonsignificant0.941.07Other40191
387NK.cytokine_biosynthetic_primed0.30Nonsignificant1.000.68Other36021
388T.CD4_transitional.tissue_enagement0.29Nonsignificant0.441.23Other511
389FIB.lung_alveolar.stress_interacting0.29Nonsignificant—0.97Other00
390NK.adaptive_HLAE_tuned0.28Nonsignificant1.000.29Other1,124189
391T.CD4_Trm.cytotoxic_effector0.28Nonsignificant1.000.49Other11877
392PC.IgG_systemic.metabolic0.27Nonsignificant0.980.65Other4663
393MAC.resident_repair.lipid_phagocytic0.27Nonsignificant1.000.04Other228604
394EPI.renal_principal_cell.injury_repair0.25Nonsignificant0.970.53Other269
395T.CD4_Trm.central_like0.24Nonsignificant1.000.38Other3831
396EPI.esophageal_suprabasal.proliferative_S0.23Nonsignificant—0.00Other2641
397DC.cDC2.lipid_metabolic0.23Nonsignificant—2.15Other00
398THYMO.SP_CD8_naive0.23Nonsignificant1.000.97Other297177
399IPSC.mesenchymal_primed0.22Nonsignificant1.000.74Other00
400MAC.MDM.complement_resolving0.22Nonsignificant0.541.08Other440860
401T.CD4_Tcm.imprinted_splicing0.21Nonsignificant0.581.20Other617
402EPI.endocervical_secretory.secretory_translocon0.21Nonsignificant—0.67Other00
403SMC.contractile0.20Nonsignificant1.000.31Other80588
404EPI.renal_principal_cell.canonical_vasopressin0.20Nonsignificant0.970.43Other20
405EPI.lung_club_secretory.ciliogenesis_axoneme0.19Nonsignificant—0.00Other00
406T.CD8_Tcm.gut_homing0.18Nonsignificant0.131.27Other380112
407T.CD4_Tcm.retro_ZNF1170.18Nonsignificant0.601.15Other59
408T.CD8_transitional.early0.17Nonsignificant1.000.84Other32755
409PC.IgG_systemic.secretory0.17Nonsignificant0.980.48Other00
410NK.adaptive_terminal_cytotoxic0.16Nonsignificant1.000.15Other485802
411T.CD4_Tcm.migratory_cilium0.16Nonsignificant0.601.13Other510
412EPI.pancreatic_ductal_progenitor.ADM_like0.16Nonsignificant—1.79Other00
413IPSC.neural_primed0.16Nonsignificant1.000.63Other00
414T.CD4_Tem.transitional_CM0.16Nonsignificant0.321.19Other3120
415T.CD8_transitional.Trm_primed0.16Nonsignificant1.000.95Other10815
416T.CD4_transitional.primed_helper_effector0.16Nonsignificant1.000.82Other1943
417IPSC.endoderm_primed0.16Nonsignificant0.361.18Other00
418EPI.renal_thick_ascending_limb.barrier_repair0.16Nonsignificant0.181.19Other141284
419T.MAIT.migratory0.15Nonsignificant0.351.16Other101
420T.CD8_Tcm.baseline0.15Nonsignificant0.940.74Other9089
421MONO.CD14.repair_M2_like0.14Nonsignificant0.311.11Other5501,495
422EPI.skin_keratinocyte_proliferating.early_spinous_transition0.14Nonsignificant—0.37Other135290
423PC.IgA_muocsal.activated0.14Nonsignificant8.81e-031.27Other178
424T.CD8_Tcm.helper_like0.13Nonsignificant0.940.83Other81159
425T.CD4_Tcm.secretory0.13Nonsignificant1.000.89Other2011
426T.CD4_Th17.baseline0.13Nonsignificant0.860.93Other515
427MEL.neurotrophic_migratory0.12Nonsignificant—1.66Other00
428T.CD4_Th2.precursor0.12Nonsignificant—0.48Other00
429EPI.skin_follicular_keratinizing.upper_infundibulum0.12Nonsignificant—0.00Other82
430MONO.CD14.platelet_bound0.12Nonsignificant0.481.07Other964176
431HPC.MPP_activated0.11Nonsignificant—1.40Other00
432EPI.skin_follicular_keratinizing.root_infundibulum0.11Nonsignificant—0.00Other00
433T.CD4_transitional.primed_cytotoxic0.11Nonsignificant0.751.03Other2830
434T.CD4_transitional.baseline0.10Nonsignificant1.000.56Other5997
435T.CD8_naive.cytokine_dampened0.10Nonsignificant0.381.21Other714
436EPI.pancreatic_islet.beta0.10Nonsignificant0.201.48Other4257
437T.CD8_Tcm.effector_bias0.10Nonsignificant0.171.20Other199329
438MAC.resident_cardiac.phagocytic_homeostasis0.10Nonsignificant0.651.20Other5641,221
439T.CD4_naive.proteostasis0.10Nonsignificant0.971.00Other149
440T.CD4_cytotoxic.NK_adapted0.10Nonsignificant0.741.11Other8233
441T.CD4_Tem.cytotoxic_effector0.10Nonsignificant0.851.00Other225398
442T.CD4_Tcm.synapse_dynamics0.10Nonsignificant1.000.91Other1510
443T.CD8_naive.mito_proteostasis0.09Nonsignificant0.381.34Other428100
444THYMO.CD8aa_IELp0.09Nonsignificant—0.00Other17
445T.CD4_Tcm.effector_like0.09Nonsignificant1.000.96Other293533
446PC.IgA_muocsal.baseline0.09Nonsignificant0.970.95Other35
447T.CD4_naive.neddylation_mitoprot0.09Nonsignificant0.691.12Other9356
448EPI.renal_intercalated_cell_type_A.PC_transitional0.09Nonsignificant—0.06Other203407
449EPI.renal_principal_cell.intercalated_like0.09Nonsignificant0.970.33Other6366
450T.CD8_naive.nfkb_related0.08Nonsignificant0.471.27Other10
451MAC.MDM.inflammatory_phagocytic0.08Nonsignificant0.830.97Other19952
452T.CD4_Tcm.DC_interact0.08Nonsignificant1.000.72Other7232
453T.CD4_Tem.inflammatory0.08Nonsignificant0.850.96Other286
454IPSC.neuroendocrine_primed0.08Nonsignificant—0.00Other00
455T.CD4_naive.resist_bystander0.08Nonsignificant0.691.17Other4025
456FIB.lung_alveolar.mito_secretory0.08Nonsignificant—0.00Other00
457THYMO.SP_CD4_naive0.07Nonsignificant1.000.30Other6575
458MONO.CD16.platelet_bound0.07Nonsignificant0.421.15Other372508
459MAC.resident_cardiac.antigen_presenting0.07Nonsignificant0.701.00Other5227
460PERI.cardiac_skeletal0.07Nonsignificant1.000.04Other313630
461EPI.esophageal_suprabasal.proliferative_exit0.07Nonsignificant—0.00Other00
462MAC.resident_cardiac.inflammatory_reparative0.07Nonsignificant0.700.84Other3196
463T.CD4_Tcm.Th2_like0.07Nonsignificant0.581.22Other2355
464T.CD4_Tcm.regulatory_poised0.07Nonsignificant1.000.76Other23
465NEU.INH_VIP.LAMP5_hybrid0.07Nonsignificant—1.75Other19
466T.CD4_naive.survival_neddylation0.07Nonsignificant0.971.06Other2638
467MAC.MDM.LAM_like0.07Nonsignificant0.541.09Other1214
468IPSC.proliferative0.07Nonsignificant1.000.39Other00
469T.CD4_naive.mature_mitoprot0.07Nonsignificant0.980.90Other212476
470MAC.LAM.lipid_opsonization0.06Nonsignificant1.001.04Other4514
471T.CD4_Tcm.RNA_control0.06Nonsignificant1.000.59Other964
472T.CD4_naive.proteostasis_mitoprot0.06Nonsignificant0.980.92Other1537
473EPI.esophageal_suprabasal.proliferative_G2M0.06Nonsignificant—0.00Other00
474EPI.skin_appendage_keratinocyte.sebaceous_apocrine0.06Nonsignificant—0.00Other3982
475T.CD4_Tcm.crosstalk_myeloid0.06Nonsignificant1.000.60Other54
476T.CD4_cytotoxic.terminal_effector0.06Nonsignificant0.741.14Other28621
477THYMO.DN_preTCR0.06Nonsignificant1.000.17Other4171
478T.CD4_naive.purinergic0.06Nonsignificant0.971.01Other491
479EPI.renal_immature_ureteric_bud.defense_secretory0.06Nonsignificant0.351.20Other4576
480T.CD4_naive.survival_mitoprot0.06Nonsignificant0.921.11Other137
481CM.contractile_oxphos0.06Nonsignificant1.000.00Other619
482MONO.CD14.baseline0.06Nonsignificant0.121.07Other2,26876
483PC.IgA_muocsal.migratory0.06Nonsignificant0.970.79Other41
484MAC.LAM.inflammatory_APC0.06Nonsignificant0.161.08Other872165
485T.CD4_naive.gut_prone0.06Nonsignificant0.980.90Other3570
486EPI.skin_keratinocyte_proliferating.detox_repair0.05Nonsignificant—0.00Other00
487T.CD4_naive.mature0.05Nonsignificant0.980.84Other211100
488PC.IgA_muocsal.plasmablast0.05Nonsignificant0.970.78Other54
489T.CD4_Tcm.stress0.05Nonsignificant1.000.65Other511
490T.CD4_naive.homeostatic0.05Nonsignificant0.980.92Other215108
491THYMO.SP_CD8_transitional0.05Nonsignificant1.000.27Other3275
492T.CD4_Tem.long_term_memory0.05Nonsignificant0.970.78Other314587
493T.gamma_delta.cytotoxic_effector0.05Nonsignificant0.141.09Other349109
494MONO.CD16.hepatic_mac_like0.05Nonsignificant0.421.08Other803117
495MONO.CD16.baseline0.05Nonsignificant0.421.07Other501
496T.CD4_Tcm.tissue_homing0.05Nonsignificant1.000.42Other7846
497EPI.pancreatic_ductal_perivascular.baseline0.04Nonsignificant0.391.11Other15
498T.CD4_naive.neddylation0.04Nonsignificant0.980.75Other104222
499MAC.MDM.APC_dendritic0.04Nonsignificant0.930.83Other4815
500HPC.GMP_inflammatory0.04Nonsignificant1.001.14Other2010
501GRANU.MAST.activated_repair0.04Nonsignificant—0.37Other01
502EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.04Nonsignificant—0.97Other00
503T.gamma_delta.early_effector0.04Nonsignificant0.091.12Other890
504T.MAIT.stress0.04Nonsignificant—1.06Other00
505T.CD8_naive.splicing_enriched0.04Nonsignificant0.891.04Other12016
506T.CD8_naive.vesicle_secretory0.04Nonsignificant0.930.93Other420
507GRANU.MAST.resting_granule0.03Nonsignificant—0.00Other00
508EPI.skin_sweat_duct_keratinocyte.barrier0.03Nonsignificant—0.44Other00
509T.CD4_cytotoxic.activated0.03Nonsignificant1.000.86Other31
510T.CD8_naive.baseline0.03Nonsignificant0.950.83Other1422
511EPI.renal_thick_ascending_limb.salt_sensing0.03Nonsignificant0.971.01Other73103
512GRNLSA.angiocrine_mechanosensory0.03Nonsignificant—2.33Other00
513CHOND.angiogenic0.03Nonsignificant—1.68Other00
514MAC.proliferating.DNA_replication0.03Nonsignificant0.311.13Other36
515T.CD4_Th17.cytotoxic0.03Nonsignificant0.860.80Other332123
516T.CD8_naive.lipid_synthesis0.02Nonsignificant0.891.02Other64
517NEU.INH_VIP.develop_niche0.02Nonsignificant—1.23Other00
518T.CD4_naive.survival0.02Nonsignificant0.980.66Other1217
519HPC.MPP_IEG0.02Nonsignificant1.001.05Other4546
520MONO.CD16.inflammatory0.02Nonsignificant0.721.00Other1,640168
521T.CD8_naive.effector_transition0.02Nonsignificant0.950.77Other3562
522EPI.pancreatic_ductal_perivascular.protective_antioxidant0.02Nonsignificant—0.00Other1169
523EPI.renal_immature_ureteric_bud.osmoprotective0.02Nonsignificant0.880.74Other12644
524MAC.resident_iron.heme_catabolism0.02Nonsignificant0.880.69Other3051
525THYMO.proliferative_S0.02Nonsignificant1.000.02Other163418
526T.gamma_delta.central_memory0.02Nonsignificant0.091.14Other460919
527EPI.lung_multiciliated.stress0.02Nonsignificant—0.26Other67165
528NEU.EXC_IT.structural0.02Nonsignificant0.691.17Other17141
529HPC.CLP_B_primed0.02Nonsignificant—0.52Other00
530EPI.pancreatic_ductal_bicarbonate.junctional_remodel0.02Nonsignificant—0.00Other49237
531PLAT.adhesion0.02Nonsignificant—0.00Other00
532MONO.CD14.remodeling0.02Nonsignificant1.000.85Other2,373295
533MEL.secretory_quiescent0.02Nonsignificant0.871.01Other1913
534EPI.lung_multiciliated.baseline0.02Nonsignificant—0.00Other07
535T.MAIT.MAPK_brake0.02Nonsignificant0.791.07Other4466
536GRANU.MAST.activated_acute0.02Nonsignificant—0.00Other00
537THYMO.proliferative_G2M0.01Nonsignificant—0.00Other164413
538EPI.colonic_enteroendocrine.progenitor0.01Nonsignificant—0.00Other00
539MAC.resident_iron.redox_metabolic0.01Nonsignificant0.880.73Other44
540T.CD8_naive.innate_like0.01Nonsignificant0.950.55Other101
541MEL.dedifferentiated_migratory0.01Nonsignificant—0.00Other00
542EPI.skin_hair_follicle_bulge.quiescent0.01Nonsignificant1.000.00Other5669
543T.CD8_transitional.APC_like0.01Nonsignificant1.000.30Other20562
544EPI.renal_thick_ascending_limb.cation_flux0.01Nonsignificant0.970.95Other5795
545T.CD4_cytotoxic.baseline0.01Nonsignificant1.000.69Other00
546EPI.skin_keratinocyte_proliferating.anchor_remodel0.01Nonsignificant—0.00Other00
547EPI.pancreatic_islet.delta0.01Nonsignificant—0.67Other00
548EPI.renal_distal_tubule.stress0.01Nonsignificant—0.00Other00
549T.MAIT.early_activation0.01Nonsignificant0.790.97Other574
550EPI.renal_intercalated_cell_type_B.baseline9.77e-03Nonsignificant—0.00Other31
551EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic8.73e-03Nonsignificant—0.55Other00
552HPC.LMPP8.63e-03Nonsignificant1.000.84Other6531
553MEL.mature_oxidative_traffic8.02e-03Nonsignificant0.870.68Other247285
554EPI.renal_proximal_tubule.onecarbon_peroxisome7.88e-03Nonsignificant0.011.91Other5889
555MONO.CD14.APC_like7.46e-03Nonsignificant1.000.81Other1,6862,493
556CHOND.remodeling7.35e-03Nonsignificant—0.74Other50
557EPI.lung_multiciliated.mature_motile_cilia7.25e-03Nonsignificant—0.00Other00
558HPC.GMP_granulocytic7.18e-03Nonsignificant—0.02Other33
559MAC.resident_iron.stress_tolerogenic6.96e-03Nonsignificant—0.00Other00
560MAC.LAM.anti_inflammatory6.95e-03Nonsignificant1.000.83Other86132
561EPI.renal_thick_ascending_limb.remodeling6.79e-03Nonsignificant0.970.82Other15292
562CHOND.activated_fibro_like6.50e-03Nonsignificant0.831.01Other531188
563DC.cDC2.pro_inflammatory6.49e-03Nonsignificant0.961.10Other35
564T.MAIT.cytotoxic6.28e-03Nonsignificant0.790.95Other5215
565EPI.skin_hair_follicle_companion.bulge_anchor_signaling6.12e-03Nonsignificant—0.97Other00
566DC.cDC2.antiviral5.95e-03Nonsignificant0.961.06Other10037
567MEL.stress_glucocorticoid5.78e-03Nonsignificant0.870.63Other1134
568T.MAIT.quiescent5.70e-03Nonsignificant0.790.94Other1005
569EPI.skin_sweat_duct_keratinocyte.signal_gate5.44e-03Nonsignificant—0.66Other4326
570SCHWN.axon_contact_cardiac4.92e-03Nonsignificant0.081.57Other1863
571EPI.renal_intercalated_cell_type_A.acid_secretion4.85e-03Nonsignificant0.940.57Other126
572IPSC.canonical_pluripotent4.81e-03Nonsignificant1.000.25Other00
573EPI.renal_thick_ascending_limb.canonical_salt_transporter4.79e-03Nonsignificant0.970.72Other322317
574EPI.colonic_enteroendocrine.Lcell_peptide4.74e-03Nonsignificant—0.00Other00
575CHOND.articular_collagen4.59e-03Nonsignificant0.830.97Other551266
576EPI.salivary_duct_ion_transport.baseline4.38e-03Nonsignificant——Other00
577EPI.pancreatic_islet.alpha3.94e-03Nonsignificant—0.00Other152330
578EPI.ectocervical_granular.proliferative_basal3.48e-03Nonsignificant—0.00Other00
579CHOND.pro_inflammatory3.46e-03Nonsignificant0.830.85Other181351
580EPI.renal_proximal_tubule.detox_antioxidant3.29e-03Nonsignificant1.000.00Other39477
581EPI.skin_sweat_duct_keratinocyte.proliferative_S2.93e-03Nonsignificant—0.80Other00
582T.CD4_Th2.tissue_adapted2.65e-03Nonsignificant—0.00Other00
583SCHWN.translation_boost2.49e-03Nonsignificant—0.00Other81
584EPI.pancreatic_ductal_progenitor.baseline2.47e-03Nonsignificant0.990.60Other179702
585MAC.LAM.perivascular_angiocrine2.47e-03Nonsignificant—0.20Other53138
586OLG.stress2.31e-03Nonsignificant0.721.07Other2328
587SCHWN.reactive_inflammatory2.01e-03Nonsignificant—0.00Other00
588ADIPO.hypoxia_remodelling1.83e-03Nonsignificant—0.00Other29105
589DC.cDC1.activated1.83e-03Nonsignificant—0.36Other00
590DC.cDC1.proliferative1.81e-03Nonsignificant—0.49Other00
591DC.cDC1.cross_presenting1.73e-03Nonsignificant—0.85Other00
592T.MAIT.vesicle1.66e-03Nonsignificant0.790.93Other3765
593MONO.CD16.patrolling1.62e-03Nonsignificant1.000.54Other797216
594NEU.INH_VIP.serotonergic1.41e-03Nonsignificant—0.49Other92
595NEU.INH_VIP.enkephalinergic1.35e-03Nonsignificant—0.95Other00
596GRNLSA.chemokine_mechanosensory1.33e-03Nonsignificant0.871.19Other10
597EPI.pancreatic_ductal_progenitor.ciliated_transport1.26e-03Nonsignificant—0.00Other105368
598ASTRO.stress_acute8.92e-04Nonsignificant0.531.17Other6056
599DC.cDC2.adhesion_signaling6.81e-04Nonsignificant0.960.96Other359
600MAC.alveolar.inflammatory6.58e-04Nonsignificant0.281.12Other208312
601GRNLSA.EMT_insulin_signaling4.62e-04Nonsignificant0.871.17Other4784
602T.CD4_cytotoxic.precursor4.04e-04Nonsignificant1.005.68e-03Other15667
603NEU.INH_VIP.opioid3.21e-04Nonsignificant—0.00Other509
604OLG.myelinating_mature3.10e-04Nonsignificant0.841.03Other36394
605GRNLSA.proliferative_migratory2.95e-04Nonsignificant0.890.92Other248292
606NEU.INH_LAMP5.projecting2.93e-04Nonsignificant—0.86Other00
607NEU.INH_VIP.regulatory_remodeling2.80e-04Nonsignificant—0.00Other61
608EPI.renal_distal_tubule.ion_transport2.72e-04Nonsignificant—0.53Other00
609EPI.endocervical_secretory.squamous_barrier2.45e-04Nonsignificant—0.00Other00
610OPC.homeostatic2.42e-04Nonsignificant0.381.22Other394160
611MAC.alveolar.capillary_interacting2.26e-04Nonsignificant0.801.11Other113181
612DC.cDC2.monocyte_like2.18e-04Nonsignificant0.961.00Other1,285791
613NEU.INH_VIP.canonical_disinhibitory1.83e-04Nonsignificant0.720.77Other5938
614EPI.skin_keratinocyte_basal.spinous_transition1.67e-04Nonsignificant—0.97Other00
615NEU.INH_LAMP5.exc_inh_balance1.58e-04Nonsignificant—0.37Other462
616DC.cDC2.tolerogenic_regulatory1.43e-04Nonsignificant0.960.76Other444
617GRNLSA.cholesterol_mevalonate1.43e-04Nonsignificant0.890.99Other94
618MAC.LAM.antimicrobial1.18e-04Nonsignificant1.000.50Other38993
619NEU.INH_PVALB.chandelier1.10e-04Nonsignificant0.411.12Other1916
620EPI.skin_hair_follicle_companion.activated_migratory9.78e-05Nonsignificant—0.00Other00
621MAC.alveolar.lipid_autophagy9.24e-05Nonsignificant—0.00Other3544
622NEU.INH_PVALB.nuclear_reg9.18e-05Nonsignificant0.411.10Other2512
623MAC.LAM.lipid_phagocytosis9.16e-05Nonsignificant1.000.46Other369328
624ASTRO.A1_reactive9.09e-05Nonsignificant0.531.14Other433394
625NEU.INH_VIP.matrix8.11e-05Nonsignificant—0.00Other2477
626OLG.regulatory_activated8.05e-05Nonsignificant0.721.10Other196614
627GRNLSA.stress_metabolic6.69e-05Nonsignificant—0.24Other12
628NEU.INH_VIP.nuclear_reg6.26e-05Nonsignificant—0.00Other204
629NEU.INH_VIP.excitatory_coupled6.12e-05Nonsignificant—0.00Other130
630MONO.CD14.cord_tolerance6.12e-05Nonsignificant1.000.39Other864753
631GRNLSA.lipid_hypoxia5.78e-05Nonsignificant0.890.71Other280
632DC.cDC2.migratory5.48e-05Nonsignificant0.960.73Other18539
633NEU.INH_PVALB.fastspike4.99e-05Nonsignificant—0.11Other2422
634EPI.skin_keratinocyte_basal.basement_anchoring4.74e-05Nonsignificant—0.00Other00
635NEU.INH_PVALB.metabotropic4.59e-05Nonsignificant—0.00Other00
636NEU.INH_LAMP5.glial_interface4.13e-05Nonsignificant—0.00Other00
637GRNLSA.secretory_remodeling3.90e-05Nonsignificant0.890.73Other9025
638NEU.EXC_IT.adhesion3.83e-05Nonsignificant0.821.10Other252108
639DC.cDC1.baseline3.82e-05Nonsignificant—0.00Other00
640EPI.skin_sweat_duct_keratinocyte.repair3.77e-05Nonsignificant—0.00Other00
641ASTRO.synaptic_interaction3.16e-05Nonsignificant0.871.04Other76334
642OPC.proliferative_immune_interact3.12e-05Nonsignificant0.591.04Other180373
643NEU.INH_LAMP5.rosehip2.62e-05Nonsignificant—0.00Other00
644EPI.skin_sweat_duct_keratinocyte.proliferative_G2M2.61e-05Nonsignificant—0.00Other00
645DC.cDC1.homeostatic_inhibitory2.09e-05Nonsignificant—0.00Other00
646NEU.EXC_IT.neuromodulated1.57e-05Nonsignificant1.000.96Other176116
647NEU.INH_VIP.cannabinoid1.42e-05Nonsignificant—0.00Other00
648HPC.MEP1.31e-05Nonsignificant1.000.04Other5991,195
649OPC.premyelinating1.21e-05Nonsignificant0.690.89Other18512
650GRNLSA.p53_damage1.21e-05Nonsignificant—0.00Other1310
651ASTRO.neuromodulatory9.90e-06Nonsignificant0.870.99Other34172
652MAC.proliferating.stress8.66e-06Nonsignificant—0.00Other87136
653OLG.myelinating_stress8.43e-06Nonsignificant0.841.00Other23262
654EPI.skin_keratinocyte_basal.transit_amplifying8.28e-06Nonsignificant—0.00Other00
655EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic8.18e-06Nonsignificant—0.00Other00
656NEU.INH_PVALB.neuromodulatory6.56e-06Nonsignificant—0.00Other00
657NEU.EXC_CT.remodeling6.40e-06Nonsignificant—1.11Other231
658NEU.INH_PVALB.serotonergic4.79e-06Nonsignificant—0.00Other00
659ASTRO.homeostatic4.60e-06Nonsignificant0.870.95Other200431
660ASTRO.A2_reactive2.93e-06Nonsignificant0.870.99Other1037
661EPI.salivary_mucous_acinar.baseline1.96e-06Nonsignificant——Other394683
662EPI.skin_hair_follicle_companion.gap_junction_contractile1.78e-06Nonsignificant—0.00Other00
663ASTRO.immature_lipid1.13e-06Nonsignificant0.870.91Other23113
664OLG.vesicle_trafficking9.75e-07Nonsignificant0.840.99Other12410
665DC.pDC.immature_metabolic8.79e-07Nonsignificant0.081.21Other78124
666NEU.EXC_IT.transitional7.23e-07Nonsignificant1.000.68Other237142
667NEU.EXC_IT.guidance6.12e-07Nonsignificant1.000.80Other27463
668NEU.EXC_CT.Ca2_sensor5.45e-07Nonsignificant—0.00Other00
669ASTRO.hypoxia_angiogenic4.42e-07Nonsignificant0.870.83Other518
670OLG.regulatory3.63e-07Nonsignificant1.000.80Other35373
671NEU.EXC_CT.Ca2_signaling3.47e-07Nonsignificant—0.00Other6817
672NEU.EXC_IT.callosal3.30e-07Nonsignificant1.000.54Other286119
673NEU.EXC_SYT2.synaptic3.26e-07Nonsignificant—0.00Other00
674NEU.EXC_CT.projector2.76e-07Nonsignificant0.870.68Other8726
675EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal1.90e-07Nonsignificant—0.00Other00
676DC.pDC.poised_migratory1.84e-07Nonsignificant0.581.17Other5495
677EPI.renal_distal_tubule.repair1.03e-07Nonsignificant—0.00Other34102
678ASTRO.stress_mito8.20e-08Nonsignificant0.880.76Other47110
679NEU.EXC_NTNG1.synaptic6.88e-08Nonsignificant—0.67Other00
680NEU.EXC_SYT2.nuclear_reg1.12e-08Nonsignificant—0.00Other00
681OLG.reactive_repair9.88e-09Nonsignificant1.000.50Other385385
682EPI.renal_distal_tubule.immune_modulatory8.92e-09Nonsignificant—0.00Other00
683NEU.EXC_NTNG1.nuclear_reg1.78e-09Nonsignificant—0.00Other00
684DC.cDC2.proliferative1.48e-09Nonsignificant—0.00Other3971
685DC.pDC.baseline1.11e-09Nonsignificant0.870.66Other88123
686MAC.alveolar.scavenging_endocytic1.58e-10Nonsignificant—0.21Other140283
687MAC.alveolar.stress_metabolic3.33e-11Nonsignificant0.970.67Other116148
688MAC.alveolar.biosynthetic_sterol_heme1.73e-11Nonsignificant0.970.61Other34740

Associated genes: best evidence per gene

One row per gene, using its best association: priority ascending (01 before 02), then gene credibility score descending. G-tier and C-tier are the source genetic and cellular tiers from that same winning association. Score is the gene_credibility_score, not an IC score, expression measurement or new P-value. The marker column lists exact matches to the supplied annotation marker lists, with hierarchy levels. The separate scope-pooled enriched column lists exact matches to the union of up to 100 Enriched-tier genes per population from every valid published scope. Genes first require expression > 0.01 in at least 5% of finite-valued cells and log2 fold change > 2, then are ranked by descending log2 fold change using full-population cells. Fewer than 100 qualifying genes are retained without lower-tier backfill. Each population appears only once per gene; larger match lists use a compact link to their complete named-cell list. This is a candidate pool, not enrichment in every scope. Both columns match gene symbols case-insensitively, without aliases or inheritance. Enriched genes are not automatically annotation markers or specific to one cell type. A blank match in either column does not prove absence of expression. Use only matches belonging to the requested scope and level from both columns. Read the linked cell-gene reference for the supporting scope, rank, enrichment detection percentage and comparison-cell counts. Prioritize the requested scope and level; Overview is broader context, and enrichment found only in another scope is not local evidence. IC means remain full-atlas values. Marker and enrichment overlap are distinct supporting context, not proof of causality or treatment efficacy. The linked cell-gene reference provides every marker and scope-specific top-100 score.

Complete annotation marker lists · Complete markers and scope-aware enriched-gene evidence for all cell types, subtypes and states

300 unique genes. Showing 1–300. The complete list is available through the ordinary gene-table page links; no genes are omitted.

Best gene associations, ordered by priority then score
BrowsersGenePriorityScoreMAGMA −log10(P)G-tierC-tierMarker of cell types/statesEnriched in trait related cellsScope-pooled enriched in cell types/statesMeta traits (High Priority)Individual traits (High Priority)
CFH01-High0.7221.85G1C1ASPC.niche_keeping_progenitor (L2), CHOND.articular_collagen (L2), EPI.salivary_duct_excretory.baseline (L2), EPI.salivary_intercalated_defense.inflammatory (L2), FIB.barrier_purinergic.lipid_secretory (L2), FIB.skin_sheath.ECM_immune (L2), FIB.suburothelial.homeostasis_matrix (L2), GRNLSA.cholesterol_mevalonate (L2), T.CD4_Th2.tissue_adapted (L2)endothelial_cell (Tier: specific)
EC.capillary (Tier: specific)
EC.venous (Tier: specific)
HEP.acute_phase (Tier: specific)
HEP.canalicular_transport (Tier: specific)
ASPC.activated (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
EC.venous.baseline (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: specific)
HEP.canalicular_transport.baseline (Tier: specific)
EC.arterial (Tier: relevant)
EC.capillary.inflammatory (Tier: relevant)
EC.venous.activated (Tier: relevant)
EPI.tracheal_suprabasal.transitional_wound (Tier: relevant)
HEP.acute_phase.complement_antiviral (Tier: relevant)
HEP.acute_phase.hypoxia_lipid (Tier: relevant)
HEP.acute_phase.inflammatory (Tier: relevant)
HEP.acute_phase.proliferative (Tier: relevant)
HEP.canalicular_transport.sterol_lipid_biosynthesis (Tier: relevant)
149 cells — complete matches68103
ENSG0000028969701-High0.7019.38G1C1———6395
C301-High0.7015.78G1C1ASPC.secretory (L2), ASTRO.A1_reactive (L2), EPI.hepatic_ductular_cholangiocyte.acute_phase_complement (L2), EPI.lung_club_secretory.inflammatory (L2), EPI.salivary_intercalated_defense.inflammatory (L2), FIB.adventitial.complement_angiocrine (L2), HEP.acute_phase.baseline (L2), HEP.pericentral_lipoprotein.ApoB_coagulation (L2)EPI.alveolar_type_2 (Tier: specific)
HEP.acute_phase (Tier: specific)
HEP.canalicular_transport (Tier: specific)
ASPC.activated (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: specific)
HEP.canalicular_transport.baseline (Tier: specific)
HEP.periportal_metabolic.inflammatory_activated (Tier: specific)
HEP.periportal_metabolic.urea_onecarbon_secretory (Tier: specific)
EPI.hepatic_ductular_cholangiocyte (Tier: relevant)
HEP.pericentral_lipoprotein (Tier: relevant)
EPI.alveolar_type_2.stress_response (Tier: relevant)
EPI.lung_club_secretory.inflammatory (Tier: relevant)
HEP.acute_phase.complement_antiviral (Tier: relevant)
HEP.acute_phase.hypoxia_lipid (Tier: relevant)
HEP.acute_phase.inflammatory (Tier: relevant)
HEP.acute_phase.proliferative (Tier: relevant)
HEP.canalicular_transport.sterol_lipid_biosynthesis (Tier: relevant)
HEP.pericentral_lipoprotein.ApoB_coagulation (Tier: relevant)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
HEP.periportal_metabolic.stress_checkpoint (Tier: relevant)
110 cells — complete matches2335
LIPC01-High0.7014.58G1C1—HEP.acute_phase.hypoxia_lipid (Tier: relevant)37 cells — complete matches1441,089
CFB01-High0.6812.54G1C1EPI.hepatic_ductular_cholangiocyte.acute_phase_complement (L2), MAC.LAM.lipid_opsonization (L2), MAC.alveolar.scavenging_endocytic (L2), MAC.resident_repair.ECM_stromal_crosstalk (L2)HEP.acute_phase (Tier: specific)
HEP.canalicular_transport (Tier: specific)
SKM.type_2_fast (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: specific)
HEP.canalicular_transport.baseline (Tier: specific)
HEP.periportal_metabolic.urea_onecarbon_secretory (Tier: specific)
skeletal_muscle_cell (Tier: relevant)
HEP.pericentral_lipoprotein (Tier: relevant)
EPI.bile_duct_cholangiocyte.secretory_mucin (Tier: relevant)
HEP.acute_phase.complement_antiviral (Tier: relevant)
HEP.acute_phase.hypoxia_lipid (Tier: relevant)
HEP.acute_phase.inflammatory (Tier: relevant)
HEP.acute_phase.proliferative (Tier: relevant)
HEP.canalicular_transport.sterol_lipid_biosynthesis (Tier: relevant)
HEP.pericentral_lipoprotein.ApoB_coagulation (Tier: relevant)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
HEP.periportal_metabolic.stress_checkpoint (Tier: relevant)
94 cells — complete matches5081,239
TACC201-High0.6831.28G1C1—endothelial_cell (Tier: specific)
CM.anti_inflammatory (Tier: specific)
CM.sarcomere_actin_interface (Tier: specific)
EC.capillary.migratory (Tier: relevant)
10 cells — complete matches1232
CFHR501-High0.6517.87G1C1—hepatocyte (Tier: specific)
HEP.acute_phase (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: specific)
HEP.acute_phase.complement_antiviral (Tier: relevant)
HEP.acute_phase.inflammatory (Tier: relevant)
HEP.acute_phase.proliferative (Tier: relevant)
8 cells — complete matches4463
CFHR401-High0.6316.43G1C1HEP.acute_phase.baseline (L2)hepatocyte (Tier: specific)
HEP.acute_phase (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: specific)
HEP.acute_phase.complement_antiviral (Tier: relevant)
HEP.acute_phase.inflammatory (Tier: relevant)
HEP.acute_phase.proliferative (Tier: relevant)
8 cells — complete matches5786
F13B01-High0.6318.83G1C1—hepatocyte (Tier: specific)
HEP.periportal_metabolic (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: specific)
6 cells — complete matches3251
KCNT201-High0.5918.82G1C1EPI.pancreatic_islet.delta (L2), NEU.INH_PVALB.metabotropic (L2)EC.capillary.inflammatory (Tier: relevant)51 cells — complete matches5789
CFHR101-High0.5918.29G1C1HEP.acute_phase.complement_metabolic (L2)hepatocyte (Tier: specific)
HEP.canalicular_transport (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: specific)
HEP.canalicular_transport.baseline (Tier: specific)
HEP.pericentral_lipoprotein (Tier: relevant)
HEP.pericentral_lipoprotein.ApoB_coagulation (Tier: relevant)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
14 cells — complete matches5285
C201-High0.5916.22G1C1EPI.alveolar_type_2.baseline_surfactant (L2), EPI.alveolar_type_2.stress_response (L2), HEP.pericentral_lipoprotein.ApoB_coagulation (L2)EPI.alveolar_type_2 (Tier: specific)
EPI.lung_club_secretory (Tier: relevant)
EPI.alveolar_type_2.stress_response (Tier: relevant)
EPI.lung_club_secretory.inflammatory (Tier: relevant)
49 cells — complete matches6183
CFI01-High0.589.82G1C1—endothelial_cell (Tier: specific)
EC.capillary (Tier: specific)
EC.venous (Tier: specific)
EC.venous.baseline (Tier: specific)
EC.arterial (Tier: relevant)
EC.capillary.baseline (Tier: relevant)
EC.venous.activated (Tier: relevant)
EPI.tracheal_suprabasal.transitional_wound (Tier: relevant)
45 cells — complete matches35
CFHR301-High0.5715.68G1C1HEP.canalicular_transport.baseline (L2)hepatocyte (Tier: specific)
HEP.acute_phase (Tier: specific)
HEP.canalicular_transport (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: specific)
HEP.canalicular_transport.baseline (Tier: specific)
EC.arterial (Tier: relevant)
HEP.acute_phase.complement_antiviral (Tier: relevant)
HEP.acute_phase.hypoxia_lipid (Tier: relevant)
HEP.acute_phase.inflammatory (Tier: relevant)
HEP.acute_phase.proliferative (Tier: relevant)
HEP.canalicular_transport.sterol_lipid_biosynthesis (Tier: relevant)
HEP.periportal_metabolic.stress_checkpoint (Tier: relevant)
22 cells — complete matches4783
FRK01-High0.566.95G1C1——6 cells — complete matches41121
CFHR201-High0.5219.99G1C1HEP.acute_phase.complement_metabolic (L2)hepatocyte (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: specific)
HEP.pericentral_lipoprotein (Tier: relevant)
HEP.pericentral_lipoprotein.ApoB_coagulation (Tier: relevant)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
8 cells — complete matches3552
ENSG0000030486901-High0.5112.59G1C1———2948
NR5A201-High0.5012.68G1C1EPI.pancreatic_acinar.baseline (L2)endothelial_cell (Tier: specific)
EC.capillary (Tier: specific)
EC.venous (Tier: specific)
HEP.canalicular_transport (Tier: specific)
EC.venous.baseline (Tier: specific)
EPI.pancreatic_acinar.inflammatory_regenerative (Tier: specific)
HEP.canalicular_transport.baseline (Tier: specific)
EC.arterial (Tier: relevant)
EC.capillary.baseline (Tier: relevant)
EC.venous.activated (Tier: relevant)
HEP.canalicular_transport.sterol_lipid_biosynthesis (Tier: relevant)
46 cells — complete matches1329
TNXB01-High0.4911.44G1C1GRANU.neutrophil.antiviral_endotoxin (L2)—27 cells — complete matches153526
RDH501-High0.481.99G1C1——31 cells — complete matches516
PLA2G12A01-High0.4810.13G1C1——14 cells — complete matches02
ABHD201-High0.478.03G1C1—CM.inflammatory (Tier: relevant)17 cells — complete matches1126
APOC101-High0.4611.45G1C1ASPC.adipocyte_capillary_interface (L2), ASPC.remodeling (L2), DC.cDC2.lipid_metabolic (L2), EPI.ectocervical_granular.secretory_apocrine (L2), FIB.reticular.stromal_niche (L2), MAC.MDM.LAM_like (L2), MONO.CD16.hepatic_mac_like (L2)EC.liver_sinusoidal (Tier: relevant)
HEP.pericentral_lipoprotein (Tier: relevant)
EC.liver_sinusoidal.prostanoid (Tier: relevant)
HEP.pericentral_lipoprotein.ApoB_coagulation (Tier: relevant)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
135 cells — complete matches3011,434
APOC1P1.201-High0.4510.28G1C1———3171,464
APOC1P101-High0.4510.28G1C1———3171,464
ASPM01-High0.4413.63G1C1B.germinal_center.DZ_M_phase (L2), EPI.esophageal_suprabasal.proliferative_G2M (L2), EPI.ileal_enterocyte_crypt.proliferative_G2M (L2), THYMO.proliferative_G2M (L2)HEP.acute_phase.proliferative (Tier: relevant)44 cells — complete matches2349
ENSG0000028793301-High0.425.70G1C1———720
FANCI01-High0.418.54G1C1HEP.acute_phase.proliferative (L2)HEP.acute_phase.proliferative (Tier: relevant)38 cells — complete matches1026
ENSG0000028008701-High0.4110.02G1C1———3591,576
TOMM4001-High0.4011.54G1C1——DC.cDC2.monocyte_like (L2), EPI.ileal_goblet.immature (L2)2961,418
APOE01-High0.399.30G1C1macrophage (L1), HEP.pericentral_lipoprotein (L1S), MAC.LAM (L1S), MAC.microglia_like (L1S), ASPC.adipocyte_capillary_interface (L2), EPI.ectocervical_granular.secretory_apocrine (L2), EPI.renal_intercalated_cell_type_A.acid_secretion (L2), EPI.skin_appendage_keratinocyte.sebaceous_apocrine (L2), EPI.skin_hair_follicle_bulge.niche_crosstalk (L2), EPI.skin_keratinocyte_progenitor.quiescent_stem_like (L2), EPI.skin_keratinocyte_proliferating.early_spinous_transition (L2), FIB.interstitial.lipid_matrix (L2), FIB.perivascular_interface.lipid_shuttle (L2), FIB.suburothelial.homeostasis_matrix (L2), FIB.transitioning.ISG_primed_interface (L2), HEP.acute_phase.stress_secretory (L2), HEP.periportal_metabolic.apolipoprotein_secretory (L2), MAC.LAM.inflammatory_APC (L2), MAC.MDM.LAM_like (L2), MAC.resident_repair.lipid_phagocytic (L2), MG.phagocytic_APC (L2), NEU.INH_LAMP5.glial_interface (L2)HEP.pericentral_lipoprotein (Tier: relevant)
HEP.pericentral_lipoprotein.ApoB_coagulation (Tier: relevant)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
163 cells — complete matches3511,543
CARMAL01-High0.366.49G1C1———1026
CLPTM101-High0.356.46G1C1——T.CD4_naive.activated_stress (L2)2541,362
NT5DC101-High0.336.41G1C1——B.naive.proteostasis (L2)414
ENSG0000028937601-High0.335.70G1C1———722
DMBT102-Medium0.6429.11G1C2EPI.ileal_bile_transport.detox_transcytosis (L2)EPI.alveolar_type_2 (Tier: specific)
EPI.alveolar_type_2.stress_response (Tier: relevant)
25 cells — complete matches1844
BTBD1602-Medium0.6333.05G1C2——7 cells — complete matches1941
ENSG0000028597302-Medium0.6224.82G1C2———827
PTPRC02-Medium0.5823.41G1C2MONO.CD16.baseline (L2), MONO.CD16.patrolling (L2), THYMO.DP_early (L2)—172 cells — complete matches1491
PLEKHA102-Medium0.5725.97G1C2—EC.capillary.angiocrine (Tier: specific)10 cells — complete matches1941
HTRA102-Medium0.5616.47G1C2ASTRO.homeostatic (L2), GRNLSA.angiocrine_mechanosensory (L2), OPC.premyelinating (L2)—59 cells — complete matches2146
ENSG0000029780302-Medium0.5617.38G1C2———1029
NOTCH402-Medium0.5511.74G1C2—endothelial_cell (Tier: specific)
EC.capillary (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
EC.venous.baseline (Tier: specific)
EC.arterial (Tier: relevant)
EC.liver_sinusoidal (Tier: relevant)
EC.capillary.baseline (Tier: relevant)
EC.capillary.inflammatory (Tier: relevant)
EC.capillary.migratory (Tier: relevant)
EC.liver_sinusoidal.prostanoid (Tier: relevant)
36 cells — complete matches143264
LINC0172402-Medium0.5526.37G2C1——13 cells — complete matches2656
HLA-DQB102-Medium0.5515.46G1C2MONO.CD14.APC_like (L2), PC.IgG_systemic.stress (L2), T.CD4_Tcm.APC_mimicry (L2), T.CD4_Treg.APC_interactive (L2), T.CD4_transitional.APC_interacting (L2), T.CD8_transitional.APC_like (L2)endothelial_cell (Tier: specific)
EC.capillary (Tier: specific)
EC.venous (Tier: specific)
FIB.hepatic_stellate_cell (Tier: specific)
EC.venous.baseline (Tier: specific)
EC.capillary.baseline (Tier: relevant)
EC.capillary.migratory (Tier: relevant)
EC.venous.activated (Tier: relevant)
FIB.hepatic_stellate_cell.contractile (Tier: relevant)
133 cells — complete matches7031,314
ENSG0000028595502-Medium0.5319.50G1C2———2045
LINC0278902-Medium0.5319.87G1C2———1042
TRIP1002-Medium0.5210.99G1C2EPI.thymic_medullary.stress_APC (L2)—15 cells — complete matches826
GPR10802-Medium0.5210.99G1C2——MAC.kupffer.monocyte_like (L2)1927
MIR679102-Medium0.5210.62G1C2———1317
ENSG0000030251802-Medium0.515.74G1C2———121890
ENSG0000030302902-Medium0.5111.82G1C2———234380
ENSG0000028571502-Medium0.5116.40G1C2———12
SAPCD1-AS102-Medium0.5013.94G1C2——MAC.LAM.perivascular_angiocrine (L2)2756
STK1902-Medium0.509.30G2C1—EC.capillary.baseline (Tier: relevant)12 cells — complete matches3552
PRRC2A02-Medium0.5013.58G1C2———110204
ENSG0000024425502-Medium0.5014.07G1C2———3243
HLA-DRA02-Medium0.5010.62G1C2B_cell (L1), dendritic_cell (L1), DC.mig (L1S), EC.capillary.postcap_venule (L2), EPI.renal_distal_tubule.stress (L2), EPI.skin_sebaceous_duct_luminal.immune_interface (L2), FIB.interstitial.mesenchymal_APC (L2), MAC.resident_repair.antigen_presenting (L2), MONO.CD14.APC_like (L2), PC.IgG_systemic.stress (L2), T.CD4_Tcm.APC_mimicry (L2), T.CD4_transitional.APC_interacting (L2), T.CD8_transitional.APC_like (L2)endothelial_cell (Tier: specific)
EC.capillary (Tier: specific)
EC.venous (Tier: specific)
EPI.alveolar_type_2 (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
EC.venous.baseline (Tier: specific)
EC.capillary.baseline (Tier: relevant)
EC.capillary.inflammatory (Tier: relevant)
EC.capillary.migratory (Tier: relevant)
EC.venous.activated (Tier: relevant)
EPI.alveolar_type_2.stress_response (Tier: relevant)
EPI.tracheal_suprabasal.transitional_wound (Tier: relevant)
FIB.hepatic_stellate_cell.contractile (Tier: relevant)
194 cells — complete matches6931,237
ENSG0000029614002-Medium0.4917.47G2C1———911
ENSG0000028904702-Medium0.499.31G1C2———248377
PSMB802-Medium0.497.05G1C2——5 cells — complete matches200385
C1orf5302-Medium0.4825.93G2C2——34 cells — complete matches922
HSPA1A02-Medium0.4814.66G2C1ASTRO.stress_acute (L2), B.memory.activated (L2), B.naive.activated (L2), DC.cDC2.tolerogenic_regulatory (L2), EC.liver_sinusoidal.stress (L2), EC.lymphatic.activated (L2), EPI.colonocyte.crypt_progenitor (L2), EPI.pancreatic_acinar.stress (L2), EPI.pancreatic_ductal_bicarbonate.stress (L2), EPI.renal_distal_tubule.stress (L2), EPI.skin_interfollicular_spinous.stress_UPR (L2), EPI.tracheal_basal.activated_stress (L2), FIB.skin_sheath.stress_chaperone (L2), HEP.canalicular_transport.inflammatory (L2), IPSC.stress (L2), MAC.kupffer.stress (L2), NK.cytokine_lung_immediate_early (L2), OLG.stress (L2), SMC.activated (L2), T.CD4_Trm.metal_stress (L2), T.CD8_transitional.stress (L2), T.MAIT.stress (L2), THYMO.DP_early_stress (L2), THYMO.SP_CD8_naive_stress (L2)EC.capillary (Tier: specific)
ASPC.activated (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
EC.venous.baseline (Tier: specific)
EC.capillary.baseline (Tier: relevant)
EC.capillary.inflammatory (Tier: relevant)
EC.capillary.migratory (Tier: relevant)
EC.venous.activated (Tier: relevant)
HEP.acute_phase.complement_antiviral (Tier: relevant)
HEP.canalicular_transport.sterol_lipid_biosynthesis (Tier: relevant)
HEP.periportal_metabolic.stress_chaperone (Tier: relevant)
104 cells — complete matches81205
BAG602-Medium0.4813.37G2C1——MONO.CD16.inflammatory (L2)73116
ENSG0000030973302-Medium0.4813.10G1C2———468929
ENSG0000028955902-Medium0.488.71G1C2———131232
SKIC202-Medium0.4811.86G2C1———63108
ENSG0000030637802-Medium0.489.30G2C1———76375
ENSG0000030607002-Medium0.4716.08G2C1———42
TAP202-Medium0.478.84G1C2—EC.capillary.migratory (Tier: relevant)10 cells — complete matches198364
ENSG0000027722902-Medium0.4710.41G2C1———74612
AIF102-Medium0.4711.65G1C2IPSC.mesodermal_primed (L2), T.CD4_Tcm.stress (L2)—118 cells — complete matches433801
PSMB902-Medium0.477.08G1C2—EC.capillary (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
EC.capillary.baseline (Tier: relevant)
EC.capillary.migratory (Tier: relevant)
21 cells — complete matches227422
ENSG0000025026402-Medium0.478.05G1C2———198364
PSMB8-AS102-Medium0.476.82G1C2——10 cells — complete matches204380
ATP6V1G302-Medium0.4719.28G1C2EPI.renal_intercalated_cell_type_A.acid_secretion (L2), EPI.renal_intercalated_cell_type_B.baseline (L2), EPI.renal_principal_cell.intercalated_like (L2)—12 cells — complete matches1271
PPT2-EGFL802-Medium0.4711.99G1C2——14 cells — complete matches52132
ENSG0000030552702-Medium0.4613.27G1C2———1738
ENSG0000030790702-Medium0.4610.56G1C2———4891,000
KMT2E02-Medium0.469.46G1C2——B.naive.proteostasis (L2), B.naive.receptor_recycle (L2)510
ENSG0000026302002-Medium0.4613.75G2C2———54128
HCP502-Medium0.469.45G1C2———510867
ENSG0000028798902-Medium0.4619.06G1C2———1381
CSNK2B02-Medium0.4613.36G2C2———54128
AGER02-Medium0.469.30G1C2EPI.alveolar_type_1 (L1S), EPI.alveolar_type_1.baseline (L2)EC.capillary.inflammatory (Tier: relevant)39 cells — complete matches164276
TSBP1-AS102-Medium0.4511.34G1C2———106195
PPT202-Medium0.459.30G1C2——14 cells — complete matches52132
EHMT202-Medium0.4414.70G1C2—FIB.hepatic_stellate_cell.fibrogenic (Tier: relevant)5 cells — complete matches4789
PRRT102-Medium0.4411.52G1C2—EC.capillary (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
EC.arterial (Tier: relevant)
26 cells — complete matches51133
PSORS1C102-Medium0.445.65G1C2—EC.arterial (Tier: relevant)26 cells — complete matches152355
FAM24B02-Medium0.4414.83G1C2——28 cells — complete matches815
ENSG0000029974702-Medium0.4410.10G1C2———346745
HSPA1L02-Medium0.4414.64G2C2——21 cells — complete matches01
ENSG0000023390202-Medium0.446.46G1C2———150247
ENSG0000028697402-Medium0.4411.95G1C2———95225
LY6G5B02-Medium0.4414.09G2C2—EC.capillary.angiocrine (Tier: specific)26 cells — complete matches1117
MIR683202-Medium0.4414.82G1C2———99170
SLC44A402-Medium0.4314.72G2C2EPI.hepatic_ductular_cholangiocyte.ion_transport (L2), EPI.intrahepatic_cholangiocyte_transport.mucin_secretory (L2), EPI.pancreatic_ductal_bicarbonate.barrier_mucin (L2)EPI.bile_duct_cholangiocyte (Tier: relevant)
EPI.extrahepatic_cholangiocyte (Tier: relevant)
EPI.bile_duct_cholangiocyte.secretory_mucin (Tier: relevant)
EPI.extrahepatic_cholangiocyte.barrier_interface (Tier: relevant)
EPI.extrahepatic_cholangiocyte.mucin_secretory (Tier: relevant)
EPI.lung_club_secretory.inflammatory (Tier: relevant)
46 cells — complete matches2331
MICB02-Medium0.437.05G1C2—EC.capillary.inflammatory (Tier: relevant)43 cells — complete matches294633
GPANK102-Medium0.4313.29G1C2——6 cells — complete matches2743
CETP02-Medium0.4310.07G2C2EC.liver_sinusoidal.secretory_lipoprotein (L2)endothelial_cell (Tier: specific)
EC.capillary (Tier: specific)
EC.venous (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
EC.venous.baseline (Tier: specific)
EC.liver_sinusoidal (Tier: relevant)
EC.capillary.baseline (Tier: relevant)
EC.capillary.inflammatory (Tier: relevant)
EC.capillary.migratory (Tier: relevant)
EC.venous.activated (Tier: relevant)
39 cells — complete matches47124
ATF6B02-Medium0.4314.33G1C2——B.age_associated.naive_transitional (L2), EC.lymphatic.valve (L2)71164
SNHG3202-Medium0.4317.60G2C2———3869
ENSG0000028495402-Medium0.439.30G1C2———49123
ENSG0000028508502-Medium0.439.30G1C2———49123
NEK702-Medium0.439.30G2C1—EC.capillary.migratory (Tier: relevant)4 cells — complete matches1031
ENSG0000027698002-Medium0.439.30G1C2———1623
GPSM302-Medium0.4212.49G1C2——50 cells — complete matches358590
HLA-C02-Medium0.424.08G1C2EPI.intrahepatic_cholangiocyte_defense.secretory_barrier (L2), EPI.pancreatic_ductal_perivascular.protective_antioxidant (L2), NEU.EXC_CT.remodeling (L2), OPC.proliferative_immune_interact (L2)endothelial_cell (Tier: specific)
EC.capillary (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
EC.arterial (Tier: relevant)
EC.capillary.baseline (Tier: relevant)
EC.capillary.inflammatory (Tier: relevant)
EC.capillary.migratory (Tier: relevant)
76 cells — complete matches7381,070
ENSG0000026157302-Medium0.4211.21G1C2———1588
AGPAT102-Medium0.4213.28G2C2——6 cells — complete matches2758
ENSG0000028608802-Medium0.4211.96G1C2———815
ENSG0000029012502-Medium0.4213.50G2C1———1131
RNF502-Medium0.4212.92G2C2——SKM.type_1_slow (L1S), EPI.salivary_serous_acinar.secretory_active (L2), SKM.type_1_slow.oxidative (L2)128173
APOM02-Medium0.4213.32G2C2EPI.ileal_bile_transport.absorptive_xenobiotic (L2)HEP.pericentral_lipoprotein (Tier: relevant)
HEP.pericentral_lipoprotein.ApoB_coagulation (Tier: relevant)
13 cells — complete matches1416
NSMCE4A02-Medium0.4213.50G1C2——EPI.ectocervical_granular.proliferative_basal (L2)01
SH2D3A02-Medium0.412.81G1C2—EPI.extrahepatic_cholangiocyte (Tier: relevant)
EPI.hepatic_ductular_cholangiocyte (Tier: relevant)
EPI.extrahepatic_cholangiocyte.barrier_interface (Tier: relevant)
EPI.extrahepatic_cholangiocyte.mucin_secretory (Tier: relevant)
73 cells — complete matches1637
PSTK02-Medium0.4110.36G2C2—EPI.tracheal_suprabasal.transitional_wound (Tier: relevant)10 cells — complete matches22
CUZD102-Medium0.419.30G1C2EPI.pancreatic_acinar.baseline (L2)EPI.pancreatic_acinar.inflammatory_regenerative (Tier: specific)17 cells — complete matches720
MSH5-SAPCD102-Medium0.4114.49G2C2——15 cells — complete matches713
TNFSF1402-Medium0.4110.28G1C2—HEP.acute_phase (Tier: specific)
EPI.lung_club_secretory.inflammatory (Tier: relevant)
HEP.acute_phase.complement_antiviral (Tier: relevant)
HEP.acute_phase.inflammatory (Tier: relevant)
98 cells — complete matches2233
ENSG0000026968002-Medium0.412.49G1C2———45
TAP102-Medium0.417.08G2C2EPI.thymic_cortical.baseline (L2)—ASPC.inflammatory (L2), GRANU.neutrophil.antiviral_endotoxin (L2), HEP.periportal_metabolic.acute_phase_barrier (L2)201382
MICA-AS102-Medium0.416.71G2C1———210470
POU5F102-Medium0.416.26G2C2induced_pluripotent_stem_cell (L1), IPSC.induced_pluripotent_stem_cell (L1S), IPSC.canonical_pluripotent (L2), IPSC.endoderm_primed (L2)—10 cells — complete matches107259
ENSG0000025923802-Medium0.404.35G2C1———913
MICA02-Medium0.405.32G2C1——7 cells — complete matches277593
BNIP202-Medium0.404.31G2C1———1114
HLA-DQA102-Medium0.4013.26G1C2EPI.skin_sebaceous_duct_luminal.immune_interface (L2), MAC.resident_iron.APC_iron_sensing (L2), MONO.CD14.APC_like (L2), MONO.CD16.hepatic_mac_like (L2), NK.adaptive_classII_inhibitory (L2), NK.adaptive_immature_precursor (L2), PC.IgG_systemic.stress (L2), T.CD4_Tem.cytotoxic_effector (L2), T.CD4_Treg.APC_interactive (L2), T.CD4_Trm.metal_stress (L2), T.CD4_transitional.APC_interacting (L2), T.CD8_Trm.dendritic_recruiter (L2), T.CD8_transitional.APC_like (L2)endothelial_cell (Tier: specific)
EC.capillary (Tier: specific)
EC.venous (Tier: specific)
EPI.alveolar_type_2 (Tier: specific)
FIB.hepatic_stellate_cell (Tier: specific)
EC.venous.baseline (Tier: specific)
EC.capillary.baseline (Tier: relevant)
EC.venous.activated (Tier: relevant)
EPI.alveolar_type_2.stress_response (Tier: relevant)
EPI.lung_club_secretory.inflammatory (Tier: relevant)
FIB.hepatic_stellate_cell.contractile (Tier: relevant)
FIB.hepatic_stellate_cell.fibrogenic (Tier: relevant)
159 cells — complete matches6081,232
MSH502-Medium0.4013.02G2C2——13 cells — complete matches714
CD7002-Medium0.406.89G1C2ASPC.stem_like_progenitor (L2)—74 cells — complete matches914
KLHL802-Medium0.4015.01G2C2——22 cells — complete matches64325
HSPH102-Medium0.404.47G1C2ASPC.activated (L2), B.memory.activated (L2), B.naive.restrained (L2), EC.liver_sinusoidal.stress (L2), EPI.colonocyte.crypt_progenitor (L2), EPI.pancreatic_acinar.stress (L2), EPI.pancreatic_ductal_bicarbonate.stress (L2), EPI.renal_principal_cell.inflammatory (L2), EPI.skin_interfollicular_spinous.stress_UPR (L2), HEP.periportal_metabolic.stress_chaperone (L2), IPSC.stress (L2), MAC.kupffer.stress (L2), PERI.inflammatory (L2), T.CD8_transitional.stress (L2), T.MAIT.stress (L2), THYMO.DP_early_stress (L2), THYMO.SP_CD8_naive_stress (L2)ASPC.activated (Tier: specific)
EC.capillary.inflammatory (Tier: relevant)
HEP.canalicular_transport.sterol_lipid_biosynthesis (Tier: relevant)
HEP.periportal_metabolic.stress_chaperone (Tier: relevant)
37 cells — complete matches10
AFF102-Medium0.4011.14G2C1——NEU.INH_PVALB.nuclear_reg (L2), PC.IgG_systemic.metabolic (L2)50397
ENSG0000028858702-Medium0.405.51G2C1———257555
LOXL1-AS102-Medium0.407.11G1C2——57 cells — complete matches4498
SNORD5202-Medium0.4013.68G2C2———3255
FKBPL02-Medium0.399.30G2C2——19 cells — complete matches46125
KMT2E-AS102-Medium0.399.15G1C2——5 cells — complete matches24
LOXL102-Medium0.396.70G1C2—EPI.tracheal_basal (Tier: specific)
EPI.tracheal_suprabasal.transitional_wound (Tier: relevant)
33 cells — complete matches52110
CLIC102-Medium0.3913.18G2C2PC.IgG_systemic.secretory (L2)EC.capillary (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
EC.capillary.inflammatory (Tier: relevant)
10 cells — complete matches159256
ENSG0000030253802-Medium0.399.87G1C2———25
ENSG0000029331002-Medium0.3912.99G2C2———10
NFKBIL102-Medium0.398.66G2C2——4 cells — complete matches101243
ENSG0000020442202-Medium0.398.45G2C2———115
CCHCR102-Medium0.395.39G2C2—HEP.acute_phase.proliferative (Tier: relevant)13 cells — complete matches146317
ENSG0000028937502-Medium0.3914.14G2C2———00
VAV102-Medium0.392.36G1C2——64 cells — complete matches1125
DCAF402-Medium0.386.15G2C2—EC.capillary.angiocrine (Tier: specific)9 cells — complete matches00
MUC2102-Medium0.387.78G2C2EPI.endocervical_secretory.squamous_barrier (L2)EPI.lung_club_secretory (Tier: relevant)
EPI.lung_club_secretory.inflammatory (Tier: relevant)
15 cells — complete matches00
ENSG0000029704002-Medium0.386.85G2C1———180389
ENSG0000029347902-Medium0.387.73G2C2———115
LY6G6E02-Medium0.387.73G2C2———115
ATP6V1G202-Medium0.388.90G2C2——12 cells — complete matches73194
ATP6V1G2-DDX39B02-Medium0.388.73G2C2——11 cells — complete matches69185
ENSG0000028482902-Medium0.3812.29G2C2———41114
ZBTB4102-Medium0.3814.23G2C1—EC.capillary (Tier: specific)
FIB.hepatic_stellate_cell.fibrogenic (Tier: relevant)
19 cells — complete matches00
TCF1902-Medium0.384.51G2C2EPI.esophageal_suprabasal.proliferative_S (L2), HEP.acute_phase.proliferative (L2)EPI.tracheal_suprabasal.transitional_wound (Tier: relevant)
HEP.acute_phase.proliferative (Tier: relevant)
46 cells — complete matches196428
HLA-DRB102-Medium0.3811.08G1C2EPI.skin_sebaceous_duct_luminal.immune_interface (L2), FIB.interstitial.mesenchymal_APC (L2), FIB.reticular.immune_interface (L2), MAC.resident_cardiac.antigen_presenting (L2), MAC.resident_repair.antigen_presenting (L2), MG.phagocytic_APC (L2), MONO.CD14.APC_like (L2), NK.adaptive_axis_baseline (L2), NK.adaptive_biosynthetic_primed (L2), NK.adaptive_classII_inhibitory (L2), NK.adaptive_immature_precursor (L2), PC.IgG_systemic.stress (L2), T.CD4_Tcm.APC_mimicry (L2), T.CD4_Tem.cytotoxic_effector (L2), T.CD4_Tfh.effector_migratory (L2), T.CD4_Th17.cytotoxic (L2), T.CD4_Treg.APC_interactive (L2), T.CD4_Trm.cytotoxic_effector (L2), T.CD4_transitional.APC_interacting (L2), T.CD4_transitional.primed_cytotoxic (L2), T.CD8_Trm.dendritic_recruiter (L2), T.CD8_transitional.APC_like (L2), T.MAIT.cytotoxic (L2)endothelial_cell (Tier: specific)
EC.capillary (Tier: specific)
EC.venous (Tier: specific)
EPI.alveolar_type_2 (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
EC.venous.baseline (Tier: specific)
EC.arterial (Tier: relevant)
EC.capillary.baseline (Tier: relevant)
EC.capillary.inflammatory (Tier: relevant)
EC.capillary.migratory (Tier: relevant)
EC.venous.activated (Tier: relevant)
EPI.alveolar_type_2.stress_response (Tier: relevant)
EPI.extrahepatic_cholangiocyte.barrier_interface (Tier: relevant)
EPI.tracheal_suprabasal.transitional_wound (Tier: relevant)
FIB.hepatic_stellate_cell.contractile (Tier: relevant)
HEP.pericentral_lipoprotein.ApoB_coagulation (Tier: relevant)
203 cells — complete matches5651,192
POLG02-Medium0.385.52G2C2——B.memory.pDC_imprint (L2), T.CD4_Treg.tissue_effector (L2)00
MICB-DT02-Medium0.386.56G1C2———131286
COL10A102-Medium0.376.66G2C2—EC.capillary.angiocrine (Tier: specific)
EC.arterial (Tier: relevant)
14 cells — complete matches00
ENSG0000029446602-Medium0.379.30G2C2———58138
ENSG0000030005402-Medium0.3710.83G2C1———00
HLA-B02-Medium0.376.39G2C2EC.heart_remodeling.remodeling_stalk (L2), EPI.hepatic_ductular_cholangiocyte.barrier_chemokine (L2), EPI.intrahepatic_cholangiocyte_defense.secretory_barrier (L2), EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo (L2), EPI.pancreatic_ductal_perivascular.protective_antioxidant (L2), FIB.skin_sheath.ECM_immune (L2), OPC.proliferative_immune_interact (L2), SMC.metabolic (L2)endothelial_cell (Tier: specific)
EC.capillary (Tier: specific)
EC.venous (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
EC.venous.baseline (Tier: specific)
EC.arterial (Tier: relevant)
EC.capillary.baseline (Tier: relevant)
EC.capillary.inflammatory (Tier: relevant)
EC.capillary.migratory (Tier: relevant)
EC.venous.activated (Tier: relevant)
HEP.pericentral_lipoprotein.ApoB_coagulation (Tier: relevant)
130 cells — complete matches493836
CD6302-Medium0.373.11G2C2EPI.cervical_suprabasal.secretory_vesicle (L2), EPI.hepatic_ductular_cholangiocyte.barrier_chemokine (L2), EPI.intrahepatic_cholangiocyte_defense.secretory_barrier (L2), HEP.pericentral_lipoprotein.ApoB_coagulation (L2), MG.phagocytic_APC (L2), T.CD4_Tcm.tissue_homing (L2), T.CD4_transitional.tissue_enagement (L2), T.CD8_Tem.TEMRA (L2)HEP.pericentral_lipoprotein.ApoB_coagulation (Tier: relevant)24 cells — complete matches00
DPF302-Medium0.376.32G2C1——20 cells — complete matches00
ENSG0000030314102-Medium0.3711.93G2C1———521
C10orf88B02-Medium0.369.30G2C2———10
ENSG0000030299402-Medium0.3614.19G1C2———354697
PSEN102-Medium0.363.76G1C2——GRANU.neutrophil.tissue_patrolling (L2), MONO.CD14.APC_like (L2)612
NECTIN202-Medium0.367.93G1C2——17 cells — complete matches2171,214
ENSG0000030189802-Medium0.3612.19G2C2———00
HMX302-Medium0.3610.64G2C2———00
MIR125802-Medium0.364.96G2C1———00
MUC2202-Medium0.369.88G2C2——EPI.cervical_suprabasal.inflammatory_repair (L2)00
ENSG0000029976902-Medium0.3513.93G2C2———333727
MIR181A1HG02-Medium0.3518.94G1C2—EC.arterial (Tier: relevant)
EC.capillary.baseline (Tier: relevant)
96 cells — complete matches1357
ENSG0000030259302-Medium0.358.87G1C2———35
NLRC502-Medium0.356.89G2C2—EC.arterial (Tier: relevant)
EC.capillary.baseline (Tier: relevant)
42 cells — complete matches54163
HLA-DOB02-Medium0.359.57G2C2—EPI.alveolar_type_2.stress_response (Tier: relevant)64 cells — complete matches135235
HLA-DRB902-Medium0.356.84G2C2———337743
ENSG0000030792302-Medium0.356.83G2C2———371796
ENSG0000031008402-Medium0.356.83G2C2———337743
TSPYL402-Medium0.353.46G1C2—EC.capillary.baseline (Tier: relevant)17 cells — complete matches23
DSE02-Medium0.342.93G1C2——6 cells — complete matches1015
POLG-DT02-Medium0.344.36G2C2———311
HLA-DQB202-Medium0.348.84G2C2——60 cells — complete matches205497
SNORD4802-Medium0.349.30G2C2———16
ZNF385B02-Medium0.342.93G2C1—endothelial_cell (Tier: specific)
EC.capillary (Tier: specific)
EC.venous (Tier: specific)
EPI.alveolar_type_2 (Tier: specific)
EC.venous.baseline (Tier: specific)
EC.capillary.migratory (Tier: relevant)
EPI.alveolar_type_2.stress_response (Tier: relevant)
EPI.lung_club_secretory.inflammatory (Tier: relevant)
30 cells — complete matches11
CDC7302-Medium0.343.14G2C1——T.CD4_Tcm.crosstalk_myeloid (L2), T.CD4_Tcm.imprinted_splicing (L2)00
ENSG0000031055802-Medium0.343.09G2C2———00
PBX202-Medium0.3413.81G2C2——7 cells — complete matches289424
GTF2A202-Medium0.344.30G2C1——granulocyte (L1), GRANU.neutrophil (L1S), GRANU.neutrophil.primed_degranulation (L2)55
CMSS102-Medium0.331.89G2C1——4 cells — complete matches815
EHMT2-AS102-Medium0.3310.94G2C2——16 cells — complete matches45
ENSG0000030257402-Medium0.337.46G1C2———35
ENSG0000029679002-Medium0.332.58G2C1———27
NEU102-Medium0.3312.35G2C2——7 cells — complete matches2637
SRPK202-Medium0.339.54G2C2——T.CD4_Treg.Tr1_like (L2)13
ENSG0000022716102-Medium0.324.02G2C1———66
ENSG0000030032502-Medium0.329.59G2C1———34
ENSG0000029883602-Medium0.325.67G2C1———00
ENSG0000030153502-Medium0.325.99G2C1———717
ENSG0000028512802-Medium0.324.32G1C2———86636
ENSG0000030097202-Medium0.327.08G1C2———716
BCAM02-Medium0.325.44G1C2EPI.skin_sebaceous_duct_luminal.immune_interface (L2), NEU.EXC_IT.neuromodulated (L2)endothelial_cell (Tier: specific)
EC.capillary (Tier: specific)
EC.venous (Tier: specific)
EPI.tracheal_basal (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
EC.venous.baseline (Tier: specific)
EC.arterial (Tier: relevant)
EC.capillary.baseline (Tier: relevant)
EC.capillary.inflammatory (Tier: relevant)
EC.venous.activated (Tier: relevant)
EPI.tracheal_suprabasal.transitional_wound (Tier: relevant)
HEP.pericentral_lipoprotein.ApoB_coagulation (Tier: relevant)
82 cells — complete matches119896
ENSG0000025947602-Medium0.314.26G2C1———58306
C4orf36.202-Medium0.3112.30G2C1———63504
ENSG0000030512502-Medium0.315.54G2C2———2761
PSORS1C302-Medium0.315.67G2C2———124315
TMEM198B02-Medium0.311.09G2C2———00
HLA-DRB602-Medium0.317.76G1C2———327716
HLA-DRB6.202-Medium0.317.71G1C2———332742
MCUB02-Medium0.3010.18G2C2NEU.INH_PVALB.chandelier (L2)EC.venous (Tier: specific)21 cells — complete matches00
ENSG0000026728202-Medium0.306.34G2C2———2131,188
TSPYL102-Medium0.302.97G2C2——6 cells — complete matches11
ENSG0000028928202-Medium0.3013.48G2C2———00
ATE102-Medium0.3011.96G2C1——EC.heart_remodeling.angiocrine (L2), GRANU.MAST.activated_acute (L2), T.CD8_Tem.baseline (L2)512
ENSG0000030828002-Medium0.303.12G2C1———00
CASP602-Medium0.3012.17G2C2—EC.capillary.baseline (Tier: relevant)20 cells — complete matches00
ENSG0000028496802-Medium0.3010.36G2C1———63504
ENSG0000029973802-Medium0.306.86G2C2———00
MFGE802-Medium0.306.80G2C1FIB.neurolectin_mucosa.remodeling_repair (L2)—68 cells — complete matches1746
SFTA202-Medium0.296.59G2C2EPI.alveolar_type_1.baseline (L2), EPI.lung_club_secretory.canonical_surfactant (L2)EPI.alveolar_type_2 (Tier: specific)
EPI.bile_duct_cholangiocyte (Tier: relevant)
EPI.lung_club_secretory (Tier: relevant)
EPI.alveolar_type_2.stress_response (Tier: relevant)
EPI.bile_duct_cholangiocyte.secretory_mucin (Tier: relevant)
23 cells — complete matches53143
ENSG0000026140702-Medium0.296.93G1C2———615
PUS702-Medium0.295.77G1C2—FIB.hepatic_stellate_cell.fibrogenic (Tier: relevant)20 cells — complete matches15
HAPLN302-Medium0.297.54G1C2EC.capillary.activated (L2), ILC2.migratory (L2)EC.capillary (Tier: specific)
EC.venous (Tier: specific)
EC.venous.baseline (Tier: specific)
EC.capillary.baseline (Tier: relevant)
EC.capillary.inflammatory (Tier: relevant)
EC.venous.activated (Tier: relevant)
EPI.lung_club_secretory.inflammatory (Tier: relevant)
112 cells — complete matches819
MIR9-3HG02-Medium0.295.96G1C2——16 cells — complete matches00
LINC0103102-Medium0.294.99G2C1——8 cells — complete matches00
RAD51B02-Medium0.2912.25G2C2——27 cells — complete matches626
ENSG0000027344702-Medium0.2910.11G2C2———00
ENSG0000024215402-Medium0.2911.31G2C2———02
ENSG0000030642002-Medium0.296.09G1C2———00
LHFPL3-AS102-Medium0.284.29G1C2———11
ACAN02-Medium0.286.77G2C1chondrocyte (L1), CHOND.chondrocyte (L1S)—19 cells — complete matches929
ENSG0000022724002-Medium0.278.00G2C1———00
HCG2702-Medium0.275.72G2C2—EPI.ileal_enterocyte_absorptive.brush_border (Tier: specific)
HEP.periportal_metabolic.stress_chaperone (Tier: relevant)
37 cells — complete matches119287
CALHM402-Medium0.272.51G2C2———33
ENSG0000027250102-Medium0.275.36G2C2———151319
ENSG0000028633302-Medium0.276.58G2C1———00
ENSG0000029503102-Medium0.272.56G2C2———713
ENSG0000028544602-Medium0.272.66G2C2———77
CALHM602-Medium0.272.46G2C2———1214
RWDD102-Medium0.262.43G2C2———01
ENSG0000028930402-Medium0.262.25G2C2———02
ENSG0000028891402-Medium0.267.63G2C2———25
ENSG0000029464002-Medium0.265.07G1C2———619
ENSG0000029746202-Medium0.262.57G2C2———00
CALHM502-Medium0.262.54G2C2———44
NELFE02-Medium0.259.30G2C2———6684
RHCG02-Medium0.253.08G1C2EPI.renal_intercalated_cell_type_A (L1S), EPI.esophageal_suprabasal.differentiating_keratin (L2), EPI.renal_distal_tubule.ion_transport (L2), EPI.renal_principal_cell.intercalated_like (L2)—42 cells — complete matches312
ENSG0000029707702-Medium0.255.55G2C2———00
B3GLCT02-Medium0.255.15G2C2NEU.INH_PVALB.serotonergic (L2), NEU.INH_VIP.regulatory_remodeling (L2)—27 cells — complete matches00
RSPH4A02-Medium0.251.99G2C2—EPI.lung_club_secretory (Tier: relevant)13 cells — complete matches00
SPEF202-Medium0.257.16G2C2——33 cells — complete matches3086
ZUP102-Medium0.251.83G2C2———11
FILIP1L02-Medium0.241.87G2C2MAC.kupffer.fibrogenic (L2), SMC.contractile (L2)SKM.type_2_fast (Tier: specific)
HEP.periportal_metabolic.inflammatory_activated (Tier: specific)
skeletal_muscle_cell (Tier: relevant)
EC.venous.activated (Tier: relevant)
FIB.hepatic_stellate_cell.contractile (Tier: relevant)
HEP.canalicular_transport.sterol_lipid_biosynthesis (Tier: relevant)
HEP.periportal_metabolic.stress_chaperone (Tier: relevant)
SKM.type_2_fast.glycolytic_IIx_IIb (Tier: relevant)
63 cells — complete matches1637
ENSG0000030020302-Medium0.241.84G2C2———00
KPNA502-Medium0.241.89G2C2——7 cells — complete matches00
RO6002-Medium0.233.19G2C2———00
GLRX202-Medium0.232.96G2C2——10 cells — complete matches00
RGS602-Medium0.234.39G2C1NEU.INH_PVALB.chandelier (L2), NEU.INH_VIP.canonical_disinhibitory (L2)—34 cells — complete matches00
UCHL502-Medium0.233.33G2C2——GRANU.MAST.activated_acute (L2)00
ENSG0000029788602-Medium0.230.89G2C2———00
ENSG0000029404102-Medium0.226.31G2C2———3095
RASA4B02-Medium0.223.47G2C2—EC.venous (Tier: specific)
SKM.type_2_fast (Tier: specific)
EC.venous.baseline (Tier: specific)
skeletal_muscle_cell (Tier: relevant)
EC.capillary.inflammatory (Tier: relevant)
EC.venous.activated (Tier: relevant)
39 cells — complete matches2562
ENSG0000030645702-Medium0.223.25G2C2———00
ENSG0000030647502-Medium0.212.70G2C2———00
ENSG0000028528002-Medium0.212.87G2C2———00
ENSG0000028357302-Medium0.217.46G2C2———3095
ENSG0000030649702-Medium0.212.88G2C2———00
C2-AS102-Medium0.219.30G2C2——FIB.reticular.immune_interface (L2), MAC.LAM.lipid_phagocytosis (L2), PC.IgA_muocsal.activated (L2)2326
ENSG0000028628502-Medium0.205.63G2C2———00
TRAPPC3L02-Medium0.202.25G2C2—EC.capillary (Tier: specific)
EC.arterial (Tier: relevant)
EC.capillary.migratory (Tier: relevant)
24 cells — complete matches33
DXO02-Medium0.209.30G2C2——B.age_associated.activated (L2), T.CD4_Treg.Tr1_like (L2)4663
RGS1302-Medium0.203.74G2C2B.germinal_center (L1S)—30 cells — complete matches00
ENSG0000029998502-Medium0.204.12G2C2———00
B3GALT202-Medium0.192.82G2C2—EPI.bile_duct_cholangiocyte (Tier: relevant)
EPI.extrahepatic_cholangiocyte (Tier: relevant)
EPI.bile_duct_cholangiocyte.secretory_mucin (Tier: relevant)
EPI.extrahepatic_cholangiocyte.mucin_secretory (Tier: relevant)
51 cells — complete matches00
ENSG0000028737802-Medium0.192.62G2C2———613
TIMP302-Medium0.191.45G2C2EC.heart_remodeling.remodeling_secretory (L2), EPI.salivary_intercalated_defense.basal_EMT (L2), EPI.salivary_myoepithelial.baseline (L2), EPI.skin_hair_follicle_bulge.niche_crosstalk (L2)EC.capillary (Tier: specific)
HEP.periportal_metabolic (Tier: specific)
ASPC.activated (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
EC.arterial (Tier: relevant)
EC.capillary.inflammatory (Tier: relevant)
HEP.canalicular_transport.sterol_lipid_biosynthesis (Tier: relevant)
HEP.periportal_metabolic.stress_chaperone (Tier: relevant)
104 cells — complete matches33
RGS102-Medium0.193.81G2C2EPI.ectocervical_granular.immune_interact (L2), GRNLSA.EMT_insulin_signaling (L2), MAC.kupffer.metabolic (L2), MONO.CD14.repair_M2_like (L2), NK.cytokine_tissue_resident (L2), T.CD4_naive.activated_stress (L2), THYMO.DN_preTCR (L2)—143 cells — complete matches712
RGS202-Medium0.193.03G2C2DC.cDC2.tolerogenic_regulatory (L2), DC.pDC.poised_migratory (L2), EPI.endocervical_secretory.squamous_barrier (L2), FIB.transitioning.matrix_stress (L2), MAC.alveolar.stress_metabolic (L2), NK.adaptive_adipose_stress (L2)—66 cells — complete matches00
ENSG0000028999502-Medium0.183.21G2C2———01
FAM162B02-Medium0.182.96G2C2EPI.salivary_duct_ion_transport.baseline (L2)—53 cells — complete matches16
ENSG0000029684602-Medium0.181.23G2C2———615
ENSG0000029631602-Medium0.182.18G2C2———00
ENSG0000029635602-Medium0.182.31G2C2———00
ENSG0000030311402-Medium0.186.58G2C2———00
ENSG0000023606902-Medium0.173.82G2C2———00
ENSG0000024308902-Medium0.174.43G2C2———414
ENSG0000029623502-Medium0.172.32G2C2———00
TMEM30CP.202-Medium0.162.49G2C2———00
COL8A102-Medium0.162.77G2C2EC.arterial.elastic (L2)EC.arterial (Tier: relevant)
EC.venous.activated (Tier: relevant)
75 cells — complete matches414
ENSG0000027916802-Medium0.166.58G2C2———1027
ENSG0000024446402-Medium0.152.97G2C2———22
ENSG0000028563802-Medium0.141.63G2C2———00
ENSG0000024329602-Medium0.112.84G2C2———32
UPK3BL102-Medium0.107.89G2C2———33
ENSG0000020523602-Medium0.076.15G2C2———33

Each hierarchy level is ranked separately. Rows are sorted by score descending; ties use name/identifier order. Measurements are displayed to two decimal places; original values are retained for sorting. Counts and ranks remain whole numbers.

MAGMA −log10(P) describes gene-level association, not the ICE-CREAM cell enrichment score. Individual traits use the minimum available raw MAGMA P value for each gene. Meta traits show the strongest available individual trait evidence among their current children (maximum −log10(P), not the separately aggregated meta-trait P value). The retained top-100 MAGMA export supplements missing gene/individual-trait pairs where identity is unambiguous; its scores are rounded and capped at 350. Full original MAGMA results are unavailable, so child coverage may be incomplete; unavailable values do not mean no association. A raw P recorded as zero is displayed using the existing export convention of 350, not as an exact P value. Positive raw P values are not capped.

Enriched in trait related cells intersects each gene’s membership in the union of up to 100 Enriched-tier genes for each cell population across all available scopes with the Specific and Relevant cells associated with this trait. Gene eligibility requires expression > 0.01 in at least 5% of finite-valued cells and log2 fold change > 2; eligible genes are ranked by descending log2 fold change within each cell/scope, with no lower-tier backfill. The displayed tiers are the authored trait–cell association tiers, not IC-score significance labels. Meta traits use their own aggregate tiers, not a union of child-trait tiers. Marker membership alone does not qualify a cell for this column. A dash means no qualifying intersection in the available evidence.

CSEA (cell set enrichment analysis) is analogous to GSEA: it asks whether a cell set is enriched along a ranked list of ICE-CREAM scores. CSEA FDR is distinct from the existing IC-score Significance category and from the authored trait–cell Tier. CSEA NES is the normalized enrichment score, not a log fold change. Missing evidence is shown as a dash, not zero. Existing IC scores, Significance categories and ranking order are unchanged. For an individual trait, CSEA FDR is the source-adjusted p-value and CSEA NES is the source normalized enrichment score.