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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.

GCST90469167 · All tissues

F13B levels: 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: F13B levels

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)
1macrophage17.50Significant1.34e-291.26Specific8131,732
2hepatocyte13.16Significant1.23e-341.28Specific1,5153,822
3monocyte10.68Significant3.30e-491.34Specific2,1763,871
4microglia7.19Significant0.231.16Relevant61129
5granulocyte3.59Nominal1.001.08Other56
6granulosa_cell3.23Nominal1.001.01Other293670
7chondrocyte3.13Nominal1.001.00Other5481,069
8endothelial_cell2.24Nonsignificant1.000.92Other373974
9neuron2.02Nonsignificant1.000.93Other3301,328
10dendritic_cell1.86Nonsignificant1.000.88Other496724
11thymocyte1.54Nonsignificant1.000.88Other168512
12platelet1.41Nonsignificant—0.39Other85104
13adipose_stem_and_progenitor_cell0.88Nonsignificant1.000.69Other327954
14smooth_muscle_cell0.84Nonsignificant1.000.68Other27139
15induced_pluripotent_stem_cell0.81Nonsignificant1.000.67Other00
16innate_lymphoid_cell_20.74Nonsignificant1.000.74Other38
17T_cell0.70Nonsignificant1.000.67Other470959
18adipocyte0.64Nonsignificant1.000.78Other33111
19epithelial_cell0.53Nonsignificant1.000.68Other2447
20fibroblast0.50Nonsignificant1.000.58Other184826
21pericyte0.49Nonsignificant1.000.54Other128517
22plasma_cell0.43Nonsignificant1.000.55Other1724
23melanocyte0.36Nonsignificant1.000.51Other97309
24schwann_cell0.19Nonsignificant1.000.45Other1057
25oligodendrocyte_precursor_cell0.18Nonsignificant1.000.41Other4611,454
26mesothelial_cell0.14Nonsignificant1.000.40Other636
27B_cell0.11Nonsignificant1.000.37Other356694
28muscle_stem_cell0.07Nonsignificant1.000.32Other727
29haematopoietic_progenitor_cell0.05Nonsignificant1.000.36Other262502
30natural_killer_cell0.02Nonsignificant1.000.19Other1,2042,052
31astrocyte0.02Nonsignificant1.000.26Other2561,203
32oligodendrocyte0.01Nonsignificant1.000.18Other3851,507
33cardiomyocyte3.80e-03Nonsignificant1.000.29Other5332,045
34skeletal_muscle_cell1.83e-05Nonsignificant1.000.11Other9442,600

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1MAC.resident_cardiac32.93Significant8.89e-222.36Specific4851,074
2MAC.kupffer27.77Significant0.071.55Specific189530
3EC.liver_sinusoidal23.59Significant2.28e-111.77Specific1,0831,925
4MAC.resident_repair20.22Significant0.331.20Specific7961,426
5MAC.MDM14.69Significant1.000.71Specific623986
6HEP.acute_phase14.53Significant0.321.14Specific1,4413,641
7HEP.periportal_metabolic13.91Significant9.68e-051.71Specific1,7504,427
8MAC.LAM13.84Significant1.000.54Specific9142,064
9MONO.CD1411.53Significant2.00e-503.89Specific2,2944,139
10HEP.canalicular_transport11.48Significant1.000.56Specific1,2903,434
11MAC.proliferating10.40Significant1.001.03Relevant87253
12MAC.resident_iron10.29Significant1.000.44Relevant1621
13GRANU.neutrophil8.98Significant4.69e-041.45Specific1,2352,649
14HEP.pericentral_lipoprotein7.69Significant—0.00Relevant00
15MG.microglia7.19Significant———490
16FIB.hepatic_stellate_cell6.36Significant—2.49Specific64252
17MONO.CD166.27Significant1.000.28—1,3041,835
18EPI.pancreatic_ductal_progenitor6.26Significant3.20e-051.35Specific234873
19MAC.alveolar5.51Significant1.000.12Other1,4323,122
20FIB.transitioning4.17Nominal0.081.35Other172497
21MAC.microglia_like3.88Nominal1.000.01Other124179
22FIB.suburothelial3.79Nominal5.81e-031.39Other122432
23EPI.intrahepatic_cholangiocyte_defense3.57Nominal—1.51Other813
24NEU.EXC_IT3.56Nominal1.56e-181.89Other411192
25EPI.hepatic_ductular_cholangiocyte3.26Nominal1.001.12Other83243
26GRNLSA.granulosa_cell3.23Nominal——Other2570
27CHOND.chondrocyte3.13Nominal——Other519730
28EPI.pancreatic_ductal_perivascular3.04Nominal0.481.23Other430
29EPI.colonic_tuft2.69Nonsignificant—1.64Other724
30DC.cDC22.48Nonsignificant3.79e-101.63Other1,1891,793
31EC.capillary2.38Nonsignificant0.021.21Other5141,635
32T.CD4_Treg1.77Nonsignificant4.44e-121.77Other244511
33T.CD4_Tcm1.61Nonsignificant4.35e-351.72Other494988
34T.CD4_Th171.59Nonsignificant4.38e-061.57Other421794
35T.CD4_Th21.57Nonsignificant—1.07Other12
36EPI.pancreatic_acinar1.56Nonsignificant0.081.13Other4291,475
37THYMO.thymocyte1.54Nonsignificant——Other163495
38EC.venous1.49Nonsignificant1.000.85Other5161,387
39PLAT.platelet1.41Nonsignificant—0.00Other3853
40EPI.ectocervical_granular1.39Nonsignificant—0.94Other1123
41NEU.EXC_NTNG11.35Nonsignificant—0.00Other00
42FIB.perivascular_interface1.29Nonsignificant0.411.26Other00
43EC.arterial1.22Nonsignificant1.000.81Other356885
44EPI.pancreatic_ductal_bicarbonate1.21Nonsignificant1.001.03Other131548
45EPI.intrahepatic_cholangiocyte_transport1.16Nonsignificant—0.90Other1242
46EPI.renal_proximal_tubule1.15Nonsignificant0.521.17Other525806
47T.CD8_Tcm1.14Nonsignificant0.011.29Other460926
48EPI.ileal_bile_transport1.13Nonsignificant1.001.05Other6193
49FIB.reticular1.12Nonsignificant0.681.08Other1987
50FIB.skin_papillary1.11Nonsignificant—1.22Other00
51T.CD4_Tem0.95Nonsignificant0.011.26Other365697
52FIB.skin_sheath0.92Nonsignificant0.461.25Other49118
53T.MAIT0.91Nonsignificant0.071.18Other469855
54T.CD4_Tfh0.89Nonsignificant0.871.00Other4745
55ASPC.adipose_stem_and_progenitor_cell0.88Nonsignificant——Other324930
56SMC.smooth_muscle_cell0.84Nonsignificant——Other20101
57T.CD4_transitional0.83Nonsignificant0.011.28Other48110
58IPSC.induced_pluripotent_stem_cell0.81Nonsignificant——Other00
59EPI.ileal_enterocyte_absorptive0.78Nonsignificant1.001.04Other118338
60NEU.INH_VIP0.77Nonsignificant1.000.68Other241366
61ILC2.innate_lymphoid_cell_20.74Nonsignificant——Other20
62T.CD4_naive0.74Nonsignificant2.92e-051.20Other399866
63FIB.skin_tenogenic0.71Nonsignificant—1.00Other108227
64ADIPO.adipocyte0.64Nonsignificant——Other2062
65DC.mig0.62Nonsignificant—0.00Other89156
66B.age_associated0.59Nonsignificant5.06e-092.04Other207350
67T.gamma_delta0.57Nonsignificant1.000.80Other5881,078
68FIB.tracheal_subepithelial0.54Nonsignificant—0.64Other00
69EPI.thymic_medullary0.54Nonsignificant1.000.91Other26133
70T.CD4_cytotoxic0.52Nonsignificant1.000.59Other8551,493
71GRANU.MAST0.50Nonsignificant1.000.00Other56
72PERI.pericyte0.49Nonsignificant——Other1170
73PC.IgA_muocsal0.47Nonsignificant5.33e-041.59Other1831
74FIB.barrier_purinergic0.42Nonsignificant—0.68Other13
75T.CD8_transitional0.41Nonsignificant1.000.55Other497932
76FIB.interstitial0.38Nonsignificant0.721.00Other288940
77EPI.colonocyte0.38Nonsignificant1.000.92Other294815
78MEL.melanocyte0.36Nonsignificant——Other79242
79EPI.tracheal_submucosal_gland0.33Nonsignificant—0.48Other00
80FIB.barrier_secretory0.32Nonsignificant0.840.89Other81228
81FIB.skin_neurosecretory0.30Nonsignificant—0.52Other00
82T.CD8_naive0.28Nonsignificant1.000.49Other317708
83T.CD4_Trm0.28Nonsignificant1.000.40Other176363
84EPI.extrahepatic_cholangiocyte0.26Nonsignificant—0.40Other3771
85EPI.salivary_duct_ion_transport0.25Nonsignificant1.000.84Other511
86EPI.salivary_intercalated_defense0.22Nonsignificant1.000.80Other81161
87EPI.skin_follicular_keratinizing0.22Nonsignificant1.000.82Other3081
88EPI.esophageal_basal0.19Nonsignificant1.000.81Other410
89SCHWN.schwann_cell0.19Nonsignificant——Other733
90EPI.ileal_enterocyte_crypt0.18Nonsignificant1.000.78Other67113
91OPC.oligodendrocyte_precursor_cell0.18Nonsignificant——Other4131,269
92PC.IgG_systemic0.15Nonsignificant1.000.38Other4160
93EC.lymphatic0.15Nonsignificant1.000.29Other630998
94MESO.mesothelial_cell0.14Nonsignificant——Other218
95EPI.alveolar_type_10.13Nonsignificant1.000.79Other26101
96EPI.skin_hair_follicle_bulge0.12Nonsignificant1.001.07Other51178
97EPI.gastric_foveolar0.12Nonsignificant—0.35Other00
98B.memory0.11Nonsignificant0.051.20Other442882
99EPI.skin_interfollicular_spinous0.09Nonsignificant1.000.79Other260563
100B.naive0.09Nonsignificant1.000.55Other307595
101T.CD8_Tem0.08Nonsignificant1.000.13Other1,0831,857
102FIB.lung_alveolar0.08Nonsignificant—0.00Other615
103EPI.skin_keratinocyte_basal0.08Nonsignificant—0.00Other1326
104NEU.EXC_SYT20.07Nonsignificant—0.00Other4077
105FIB.adventitial0.07Nonsignificant1.000.21Other2681,447
106EPI.colonic_enteroendocrine0.07Nonsignificant—0.14Other11
107MUSC.muscle_stem_cell0.07Nonsignificant——Other418
108B.germinal_center0.06Nonsignificant1.000.47Other233655
109HPC.haematopoietic_progenitor_cell0.05Nonsignificant——Other211370
110EPI.pancreatic_islet0.05Nonsignificant1.000.74Other52132
111EC.heart_remodeling0.05Nonsignificant1.000.05Other5691,594
112EPI.pancreatic_ductal_mucinous0.05Nonsignificant1.000.73Other219430
113EPI.skin_keratinocyte_proliferating0.05Nonsignificant1.000.73Other4776
114DC.pDC0.04Nonsignificant1.000.08Other4961,028
115T.CD8_Trm0.04Nonsignificant1.000.04Other211346
116EPI.cervical_suprabasal0.03Nonsignificant—0.00Other1450
117NEU.INH_LAMP50.03Nonsignificant1.000.40Other263532
118EPI.thymic_cortical0.03Nonsignificant1.000.72Other442824
119DC.cDC10.02Nonsignificant1.000.03Other55112
120NK.natural_killer_cell0.02Nonsignificant——Other1,2042,045
121ASTRO.astrocyte0.02Nonsignificant——Other2281,111
122EPI.bile_duct_cholangiocyte0.02Nonsignificant1.000.64Other3760
123EPI.esophageal_suprabasal0.02Nonsignificant1.000.67Other158404
124EPI.salivary_duct_excretory0.01Nonsignificant1.000.62Other85180
125OLG.oligodendrocyte0.01Nonsignificant——Other3841,397
126EPI.renal_thick_ascending_limb8.00e-03Nonsignificant1.000.63Other4531,153
127EPI.skin_appendage_keratinocyte6.15e-03Nonsignificant1.000.63Other87222
128EPI.renal_intercalated_cell_type_B4.67e-03Nonsignificant—0.00Other67
129CM.cardiomyocyte3.80e-03Nonsignificant——Other5242,032
130EPI.skin_hair_follicle_companion2.79e-03Nonsignificant—0.00Other812
131EPI.lung_club_secretory2.76e-03Nonsignificant1.000.59Other514
132EPI.skin_keratinocyte_progenitor1.97e-03Nonsignificant—0.00Other03
133EPI.renal_intercalated_cell_type_A1.86e-03Nonsignificant1.000.53Other67142
134EPI.renal_distal_tubule1.77e-03Nonsignificant1.000.65Other133361
135EPI.renal_principal_cell1.74e-03Nonsignificant1.000.53Other207403
136FIB.neurolectin_mucosa1.44e-03Nonsignificant1.000.01Other133394
137EPI.salivary_mucous_acinar8.85e-04Nonsignificant1.000.53Other6391,189
138EPI.ileal_goblet8.29e-04Nonsignificant1.000.45Other181432
139NEU.EXC_CT4.41e-04Nonsignificant1.000.14Other362384
140EPI.endocervical_secretory3.67e-04Nonsignificant—0.00Other00
141NEU.INH_PVALB3.67e-04Nonsignificant1.000.14Other193183
142EPI.salivary_myoepithelial3.55e-04Nonsignificant1.000.46Other191714
143EPI.tracheal_basal1.49e-04Nonsignificant1.000.34Other3981,120
144EPI.skin_sebaceous_duct_luminal1.38e-04Nonsignificant1.000.48Other100249
145EPI.salivary_serous_acinar1.36e-04Nonsignificant1.000.36Other233531
146EPI.tracheal_suprabasal1.05e-04Nonsignificant1.000.56Other2956
147EPI.renal_immature_ureteric_bud9.53e-05Nonsignificant1.000.36Other217569
148SKM.type_2_fast3.18e-05Nonsignificant0.401.04Other9722,639
149EPI.alveolar_type_22.44e-05Nonsignificant1.000.31Other8131,853
150EPI.skin_sweat_duct_keratinocyte1.04e-05Nonsignificant1.000.22Other146301
151EPI.lung_multiciliated3.47e-06Nonsignificant1.000.24Other1649
152SKM.type_1_slow7.95e-08Nonsignificant0.990.80Other9232,478

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1EC.liver_sinusoidal.hypoxia_metabolic44.40Significant1.33e-031.81—183107
2EC.liver_sinusoidal.remodeling_lipotoxicity39.00Significant—0.63—9058
3MAC.kupffer.fibrogenic37.11Significant—0.72Relevant00
4MAC.kupffer.monocyte_like36.40Significant—0.85—00
5MAC.resident_cardiac.phagocytic_homeostasis35.05Significant7.72e-042.59Specific5641,221
6MAC.kupffer.inflammatory33.21Significant—0.52—74
7MAC.resident_cardiac.antigen_presenting28.55Significant0.940.35—5227
8MAC.kupffer.metabolic24.84Significant—0.00—2536
9MAC.resident_cardiac.inflammatory_reparative24.79Significant0.940.32Relevant3196
10MAC.kupffer.stress24.33Significant0.580.89—93
11MAC.resident_repair.chemokine_angiocrine23.66Significant0.181.53Specific87138
12MAC.MDM.complement_resolving22.18Significant3.81e-052.38Specific440860
13GRNLSA.angiocrine_mechanosensory21.91Significant—2.33Relevant00
14EC.liver_sinusoidal.prostanoid21.48Significant—0.00Relevant1164
15HEP.periportal_metabolic.apolipoprotein_secretory21.30Significant0.191.48Relevant43110
16HEP.acute_phase.complement_metabolic20.91Significant3.07e-092.73Specific1,4233,464
17MAC.resident_repair.antigen_presenting20.01Significant0.181.58—244113
18HEP.periportal_metabolic.stress_chaperone19.88Significant—0.76Relevant66128
19HEP.acute_phase.stress_secretory19.78Significant0.341.47—263
20MAC.proliferating.stress19.53Significant—0.53Relevant87136
21MAC.LAM.inflammatory_APC19.35Significant8.63e-082.01—872165
22MAC.resident_repair.stress_iron18.99Significant0.571.23Relevant4897
23HEP.periportal_metabolic.canonical_urea_cycle18.44Significant0.041.55—1,464269
24MAC.resident_repair.ECM_stromal_crosstalk17.78Significant0.910.48Relevant95158
25HEP.periportal_metabolic.xenobiotic_detox17.60Significant0.041.58—1,440139
26MONO.CD14.repair_M2_like17.46Significant7.91e-082.85Specific5501,495
27MAC.kupffer.tolerogenic17.15Significant—0.00—4549
28HEP.acute_phase.hypoxia_lipid16.98Significant—0.53Relevant00
29EPI.hepatic_ductular_cholangiocyte.acute_phase_complement16.76Significant—0.97Relevant00
30EC.liver_sinusoidal.inflammatory16.43Significant—0.00—223154
31MAC.resident_repair.lipid_phagocytic16.20Significant0.910.60Relevant228604
32HEP.periportal_metabolic.urea_onecarbon_secretory15.26Significant0.191.30Specific1,3323,053
33MONO.CD14.inflammatory14.60Significant0.151.68—92134
34HEP.canalicular_transport.baseline13.94Significant0.421.40Relevant199477
35MAC.resident_iron.APC_iron_sensing13.57Significant0.061.63—211114
36MAC.resident_iron.heme_recycling13.18Significant—0.64—3037
37MAC.LAM.antimicrobial12.39Significant1.000.89—38993
38MAC.MDM.inflammatory_phagocytic12.39Significant1.000.66—19952
39HEP.canalicular_transport.inflammatory12.35Significant2.99e-031.86—1,335194
40MONO.CD14.baseline11.98Significant2.60e-051.82—2,26876
41HEP.canalicular_transport.secretory_ERAD_UPR11.80Significant0.870.80—23228
42HEP.acute_phase.complement_antiviral11.59Significant1.000.70Relevant377751
43HEP.acute_phase.baseline11.53Significant1.000.32—94619
44MAC.MDM.LAM_like11.47Significant1.000.37Relevant1214
45HEP.canalicular_transport.pericentral_like_hypoxia11.31Significant0.870.82—3268
46MONO.CD14.remodeling11.06Significant1.000.73—2,373295
47HEP.canalicular_transport.injury_stress10.70Significant0.871.01—28924
48HEP.acute_phase.proliferative10.64Significant—0.00Relevant46
49GRANU.neutrophil.tissue_patrolling10.48Significant—1.28Relevant00
50MONO.CD16.hepatic_mac_like10.24Significant9.01e-042.14—803117
51MAC.resident_iron.heme_catabolism10.09Significant1.000.81—3051
52HEP.canalicular_transport.sterol_lipid_biosynthesis10.02Significant—0.00Relevant1020
53EC.liver_sinusoidal.stress9.92Significant—0.00—413158
54HEP.periportal_metabolic.acute_phase_barrier9.60Significant1.000.40—533138
55HEP.canalicular_transport.ductular_like_transition9.57Significant0.980.41—40087
56HEP.acute_phase.inflammatory9.35Significant1.000.03Relevant382649
57MAC.MDM.APC_dendritic9.23Significant1.000.06—4815
58GRANU.neutrophil.primed_degranulation9.21Significant—0.00—00
59MONO.CD14.APC_like8.97Significant1.000.24Relevant1,6862,493
60MAC.LAM.lipid_opsonization8.67Significant1.000.42—4514
61EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic8.67Significant—1.40—00
62MONO.CD14.platelet_bound8.55Significant1.000.07—964176
63MAC.alveolar.capillary_interacting8.22Significant1.70e-032.56Specific113181
64HEP.pericentral_lipoprotein.UPR_redox8.19Significant—0.67—00
65GRANU.neutrophil.antiviral_endotoxin7.57Significant—0.00Relevant00
66MG.phagocytic_APC7.25Significant0.731.21—258
67MG.baseline7.23Significant0.730.85—165
68HEP.pericentral_lipoprotein.ApoB_coagulation7.19Significant—0.00Relevant00
69MONO.CD16.inflammatory7.10Significant4.39e-031.86—1,640168
70EPI.pancreatic_ductal_progenitor.ciliated_transport7.03Significant—0.53Relevant105368
71FIB.hepatic_stellate_cell.inflammatory6.97Significant—1.15—00
72MG.expanding6.96Significant0.730.74—21
73HEP.periportal_metabolic.stress_checkpoint6.70Significant1.000.11Relevant234786
74MONO.CD14.cord_tolerance6.45Significant1.000.06—864753
75FIB.hepatic_stellate_cell.fibrogenic6.29Significant—0.00Relevant00
76DC.cDC2.monocyte_like6.21Significant0.361.39Other1,285791
77NEU.EXC_IT.adhesion6.12Significant6.52e-062.38Specific252108
78MAC.proliferating.DNA_replication6.09Significant0.870.46Other36
79MONO.CD16.baseline6.00Significant0.421.25—501
80EPI.pancreatic_ductal_progenitor.baseline5.98Significant0.750.59Relevant179702
81FIB.hepatic_stellate_cell.contractile5.90Significant—0.00Relevant00
82MAC.alveolar.inflammatory5.85Significant0.231.51Relevant208312
83EPI.intrahepatic_cholangiocyte_defense.secretory_barrier5.77Significant—0.42Other00
84MAC.microglia_like.phagocytic_redox5.65Significant—0.85Relevant00
85MAC.alveolar.biosynthetic_sterol_heme5.54Significant0.631.01—34740
86FIB.transitioning.ISG_primed_interface5.38Nominal—0.77Other1780
87DC.cDC2.pro_inflammatory5.21Nominal0.641.28Other35
88FIB.suburothelial.homeostasis_matrix5.17Nominal7.21e-032.26Other258921
89GRNLSA.p53_damage4.99Nominal—0.91Other1310
90MAC.LAM.anti_inflammatory4.99Nominal1.000.15Other86132
91EPI.pancreatic_ductal_bicarbonate.junctional_remodel4.86Nominal—1.89Other49237
92EC.liver_sinusoidal.secretory_lipoprotein4.84Nominal1.000.00Other12070
93EPI.pancreatic_ductal_progenitor.ADM_like4.82Nominal—0.00Other00
94HEP.periportal_metabolic.inflammatory_activated4.75Nominal1.000.00Other7121,610
95MAC.alveolar.stress_metabolic4.72Nominal0.930.30Other116148
96MONO.CD16.patrolling4.62Nominal1.000.14Other797216
97FIB.transitioning.matrix_stress4.37Nominal—0.00Other47138
98MAC.LAM.lipid_phagocytosis4.32Nominal1.000.06Other369328
99EPI.ectocervical_granular.immune_interact4.25Nominal—1.15Other00
100CHOND.activated_fibro_like4.20Nominal3.78e-082.69Other531188
101MAC.alveolar.scavenging_endocytic4.17Nominal—0.00Other140283
102EPI.pancreatic_acinar.quiet_dedifferentiation4.04Nominal7.44e-062.07Other142171
103FIB.suburothelial.contractile_myofibroblast4.03Nominal—0.25Other90
104NEU.EXC_IT.structural4.02Nominal0.711.19Other17141
105NEU.EXC_IT.callosal3.95Nominal0.711.11Other286119
106MONO.CD16.platelet_bound3.91Nominal1.000.54Other372508
107GRNLSA.cholesterol_mevalonate3.91Nominal0.691.20Other94
108MAC.microglia_like.inflammatory_chemokine3.85Nominal—0.00Other2032
109EC.arterial.angiogenic_tip3.80Nominal—1.36Other3037
110EPI.hepatic_ductular_cholangiocyte.stress3.80Nominal—1.32Other00
111GRNLSA.EMT_insulin_signaling3.80Nominal0.691.31Other4784
112EPI.pancreatic_ductal_perivascular.protective_antioxidant3.77Nominal—0.55Other1169
113MAC.LAM.perivascular_angiocrine3.62Nominal—0.00Other53138
114GRNLSA.secretory_remodeling3.59Nominal0.691.15Other9025
115MAC.alveolar.lipid_autophagy3.59Nominal—0.00Other3544
116FIB.suburothelial.inflammatory_prostanoid3.54Nominal—0.00Other00
117DC.cDC2.proliferative3.46Nominal—0.58Other3971
118EC.capillary.migratory3.30Nominal0.041.63Other181509
119EPI.intrahepatic_cholangiocyte_transport.mucin_secretory3.21Nominal—1.15Other00
120EPI.ectocervical_granular.inflammatory3.20Nominal—0.32Other00
121CHOND.remodeling3.14Nominal—0.00Other50
122FIB.transitioning.secretory_procollagen3.02Nominal—0.00Other00
123EPI.colonic_tuft.homeostatic3.00Nonsignificant—0.73Other00
124FIB.transitioning.motility_remodelling3.00Nonsignificant—0.00Other00
125EC.capillary.postcap_venule2.96Nonsignificant0.221.36Other355261
126MAC.resident_iron.redox_metabolic2.95Nonsignificant1.000.08Other44
127EC.venous.adipose_lipid2.88Nonsignificant1.38e-032.01Other254476
128EPI.hepatic_ductular_cholangiocyte.barrier_chemokine2.83Nonsignificant—0.73Other69
129GRNLSA.lipid_hypoxia2.82Nonsignificant1.000.68Other280
130NEU.EXC_IT.guidance2.79Nonsignificant1.000.64Other27463
131PLAT.megakaryocytic2.68Nonsignificant—0.97Other00
132T.CD4_Tcm.Th2_like2.60Nonsignificant0.121.76Other2355
133EPI.pancreatic_ductal_perivascular.baseline2.58Nonsignificant0.860.54Other15
134CHOND.pro_inflammatory2.58Nonsignificant1.000.75Other181351
135FIB.suburothelial.urothelial_interface2.56Nonsignificant1.000.00Other98
136EC.capillary.baseline2.54Nonsignificant0.461.17Other246560
137T.CD4_Treg.central_naive_like2.53Nonsignificant0.191.32Other33345
138NEU.EXC_IT.transitional2.48Nonsignificant1.000.60Other237142
139THYMO.DP_early2.48Nonsignificant4.81e-072.04Other326313
140MAC.microglia_like.patrolling_adhesive2.47Nonsignificant—0.00Other00
141EC.arterial.arteriole_gas_exchange2.44Nonsignificant5.68e-031.31Other238131
142EPI.colonic_tuft.activated2.39Nonsignificant—0.00Other00
143MAC.resident_iron.stress_tolerogenic2.35Nonsignificant—0.00Other00
144T.CD4_Treg.Tr1_like2.31Nonsignificant—0.67Other88
145ADIPO.thermogenic2.30Nonsignificant—1.28Other00
146EC.arterial.ion_pump2.25Nonsignificant0.871.16Other32
147CHOND.articular_collagen2.24Nonsignificant1.000.08Other551266
148EC.capillary.angiocrine2.19Nonsignificant0.980.86Other250630
149EPI.hepatic_ductular_cholangiocyte.ion_transport2.15Nonsignificant—0.58Other00
150EC.capillary.activated2.07Nonsignificant0.980.79Other25
151NEU.EXC_NTNG1.nuclear_reg2.02Nonsignificant—0.67Other00
152EC.capillary.stress2.01Nonsignificant0.980.75Other4436
153T.CD4_Tcm.APC_mimicry2.00Nonsignificant0.111.74Other5443
154FIB.reticular.immune_interface1.99Nonsignificant—0.72Other16
155ASPC.mesothelial_like1.98Nonsignificant9.52e-072.24Other143486
156THYMO.proliferative_G2M1.96Nonsignificant—0.40Other164413
157EC.capillary.inflammatory1.87Nonsignificant0.980.65Other2751
158T.CD4_Th17.cytotoxic1.86Nonsignificant0.331.46Other332123
159GRNLSA.stress_metabolic1.86Nonsignificant—0.00Other12
160T.CD4_Tcm.synapse_dynamics1.85Nonsignificant0.661.18Other1510
161T.CD4_naive.Treg_like1.84Nonsignificant1.67e-102.83Other12172
162EC.capillary.angiogenic_tip1.83Nonsignificant0.980.45Other186218
163T.CD4_Th2.precursor1.77Nonsignificant—0.00Other00
164T.CD4_Tcm.baseline1.75Nonsignificant0.851.05Other6131
165T.CD4_Tcm.DC_interact1.75Nonsignificant0.661.20Other7232
166EPI.pancreatic_acinar.metabolic_onecarbon1.75Nonsignificant0.371.29Other287328
167FIB.perivascular_interface.lipid_shuttle1.75Nonsignificant—0.38Other51170
168DC.cDC2.tolerogenic_regulatory1.75Nonsignificant1.000.70Other444
169T.CD4_Tcm.tissue_homing1.74Nonsignificant0.661.22Other7846
170T.CD4_Tcm.secretory1.72Nonsignificant1.000.91Other2011
171GRNLSA.chemokine_mechanosensory1.69Nonsignificant1.000.32Other10
172EPI.pancreatic_ductal_bicarbonate.inflammatory1.68Nonsignificant0.441.38Other1432
173T.CD4_Treg.APC_interactive1.68Nonsignificant1.000.83Other11828
174T.CD4_Tcm.crosstalk_myeloid1.65Nonsignificant0.661.19Other54
175T.CD4_Tcm.migratory_cilium1.63Nonsignificant0.661.22Other510
176T.CD8_Tcm.helper_like1.61Nonsignificant0.011.77Other81159
177T.CD4_Tcm.Tfh_like1.59Nonsignificant1.000.85Other102214
178EC.venous.quiescent_homeostatic1.58Nonsignificant0.021.65Other456360
179T.CD4_Th17.baseline1.58Nonsignificant0.641.04Other515
180THYMO.SP_CD8_naive1.56Nonsignificant1.001.03Other297177
181T.CD4_cytotoxic.precursor1.56Nonsignificant5.84e-031.74Other15667
182DC.cDC2.migratory1.56Nonsignificant1.000.87Other18539
183EC.arterial.arteriole_interface1.55Nonsignificant1.000.90Other3112
184IPSC.midbrain_primed1.55Nonsignificant0.161.27Other00
185T.CD4_Tcm.RNA_control1.54Nonsignificant1.000.83Other964
186NEU.EXC_IT.neuromodulated1.45Nonsignificant1.000.04Other176116
187EC.venous.activated1.43Nonsignificant0.860.88Other247752
188T.CD4_Tcm.retro_ZNF1171.41Nonsignificant1.000.67Other59
189EC.venous.baseline1.41Nonsignificant0.860.87Other346807
190T.CD4_Tcm.effector_like1.40Nonsignificant1.000.73Other293533
191EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump1.38Nonsignificant0.441.37Other40191
192EC.arterial.mito_contact1.37Nonsignificant1.000.93Other145
193THYMO.SP_CD4_naive1.36Nonsignificant1.000.64Other6575
194T.CD8_Tcm.effector_bias1.36Nonsignificant0.251.39Other199329
195ILC2.migratory1.33Nonsignificant—0.80Other00
196T.CD4_Th17.migratory1.33Nonsignificant0.930.45Other1323
197T.CD4_Tem.long_term_memory1.32Nonsignificant0.301.26Other314587
198T.CD4_transitional.APC_interacting1.31Nonsignificant0.681.12Other1014
199IPSC.proliferative1.31Nonsignificant1.14e-041.33Other00
200EPI.pancreatic_ductal_bicarbonate.activated1.29Nonsignificant0.890.86Other107
201THYMO.proliferative_S1.28Nonsignificant1.000.97Other163418
202NEU.INH_VIP.serotonergic1.27Nonsignificant—1.05Other92
203NEU.INH_VIP.excitatory_coupled1.27Nonsignificant—0.87Other130
204GRNLSA.proliferative_migratory1.26Nonsignificant1.000.11Other248292
205FIB.reticular.stress_metallothionein1.26Nonsignificant—0.34Other332
206T.CD4_Th2.tissue_adapted1.25Nonsignificant—0.00Other00
207CHOND.angiogenic1.24Nonsignificant—0.00Other00
208NEU.INH_VIP.opioid1.24Nonsignificant—0.86Other509
209IPSC.stress1.23Nonsignificant0.551.11Other00
210FIB.perivascular_interface.vasomotor_tone1.23Nonsignificant—0.36Other00
211FIB.reticular.ECM_builder1.22Nonsignificant—0.32Other00
212ASPC.secretory1.22Nonsignificant0.011.53Other765
213IPSC.mesenchymal_primed1.21Nonsignificant2.60e-031.26Other00
214T.CD4_naive.proteostasis1.20Nonsignificant6.29e-052.27Other149
215EPI.ileal_bile_transport.absorptive_xenobiotic1.20Nonsignificant0.171.60Other1112
216EPI.pancreatic_acinar.baseline1.20Nonsignificant1.000.56Other274163
217T.CD4_naive.proteostasis_mitoprot1.19Nonsignificant6.29e-052.30Other1537
218T.CD4_Tcm.imprinted_splicing1.18Nonsignificant1.000.36Other617
219T.CD4_Tem.transitional_CM1.17Nonsignificant0.501.12Other3120
220FIB.skin_sheath.stress_chaperone1.16Nonsignificant—1.03Other00
221EPI.renal_proximal_tubule.onecarbon_peroxisome1.16Nonsignificant0.871.03Other5889
222EPI.renal_proximal_tubule.detox_antioxidant1.14Nonsignificant0.870.39Other39477
223T.MAIT.vesicle1.13Nonsignificant0.841.21Other3765
224SMC.activated1.12Nonsignificant0.521.16Other25
225EC.arterial.inflammatory1.12Nonsignificant1.001.00Other6350
226FIB.skin_papillary.baseline1.11Nonsignificant—0.00Other00
227T.CD4_Tcm.stress1.07Nonsignificant1.000.35Other511
228EPI.intrahepatic_cholangiocyte_defense.raft_maturation1.05Nonsignificant—0.00Other00
229ASPC.preadipocyte_lipid_primed1.03Nonsignificant0.121.28Other331129
230T.MAIT.MAPK_brake1.03Nonsignificant0.860.88Other4466
231DC.cDC2.antiviral1.03Nonsignificant1.000.42Other10037
232EPI.colonocyte.ionocyte_BEST41.02Nonsignificant0.031.82Other103188
233EPI.colonocyte.distal_absorptive1.02Nonsignificant—1.68Other00
234T.MAIT.cytotoxic1.00Nonsignificant0.861.01Other5215
235T.CD8_Tcm.baseline1.00Nonsignificant1.000.51Other9089
236EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate0.97Nonsignificant—0.00Other00
237THYMO.SP_CD8_naive_stress0.96Nonsignificant1.000.48Other11
238T.CD4_transitional.primed_helper_effector0.96Nonsignificant0.681.00Other1943
239EC.venous.remodeling_stalk0.96Nonsignificant1.000.29Other559566
240FIB.skin_sheath.ECM_immune0.95Nonsignificant—6.94e-17Other00
241T.MAIT.early_activation0.95Nonsignificant0.860.84Other574
242T.CD4_Tfh.canonical_GC_helper0.94Nonsignificant0.641.16Other12
243T.CD4_Tfh.effector_migratory0.93Nonsignificant0.151.51Other12257
244ASPC.baseline0.92Nonsignificant0.971.05Other363170
245T.CD4_Tfh.precursor_migratory0.92Nonsignificant0.810.92Other7227
246EPI.pancreatic_ductal_bicarbonate.baseline0.91Nonsignificant0.890.62Other1142
247EPI.ileal_bile_transport.detox_transcytosis0.91Nonsignificant—0.00Other01
248T.MAIT.quiescent0.90Nonsignificant0.841.15Other1005
249T.CD4_transitional.baseline0.89Nonsignificant0.680.98Other5997
250T.CD4_naive.survival_neddylation0.89Nonsignificant0.431.32Other2638
251EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion0.88Nonsignificant—0.00Other53
252ILC2.activated0.88Nonsignificant—0.23Other00
253EPI.hepatic_ductular_cholangiocyte.secretory_transport0.85Nonsignificant—0.00Other00
254T.CD4_naive.purinergic0.85Nonsignificant0.371.42Other491
255NEU.INH_VIP.canonical_disinhibitory0.85Nonsignificant0.361.14Other5938
256EC.venous.cardiac_structural0.84Nonsignificant0.860.78Other102229
257MEL.dedifferentiated_migratory0.83Nonsignificant—0.13Other00
258IPSC.mesendo_primed0.83Nonsignificant4.90e-121.57Other00
259SMC.metabolic0.83Nonsignificant0.521.07Other1440
260T.CD8_Tcm.gut_homing0.82Nonsignificant1.000.47Other380112
261FIB.perivascular_interface.vascular_BM_remodelling0.82Nonsignificant—0.00Other00
262T.gamma_delta.central_memory0.82Nonsignificant0.061.47Other460919
263T.CD4_Tcm.regulatory_poised0.82Nonsignificant1.000.04Other23
264T.CD4_naive.resist_bystander0.82Nonsignificant0.581.21Other4025
265GRANU.MAST.resting_granule0.82Nonsignificant—0.63Other00
266EPI.pancreatic_acinar.inflammatory_regenerative0.81Nonsignificant1.000.83Other25113
267MEL.neurotrophic_migratory0.80Nonsignificant—1.35Other00
268EPI.pancreatic_acinar.adhesion_remodeling0.80Nonsignificant1.000.35Other210784
269EPI.ileal_enterocyte_crypt.villus_transition0.80Nonsignificant—1.67Other710
270EPI.ileal_enterocyte_absorptive.villus_tip0.80Nonsignificant0.191.68Other43
271T.CD4_Trm.stress_adaptive0.79Nonsignificant0.551.30Other822
272PERI.baseline0.77Nonsignificant8.95e-031.52Other3966
273PERI.angiocrine0.76Nonsignificant0.021.40Other93102
274EPI.ileal_enterocyte_absorptive.brush_border0.76Nonsignificant0.720.72Other5801,717
275T.CD4_Tem.inflammatory0.75Nonsignificant0.980.63Other286
276T.CD4_naive.survival_mitoprot0.75Nonsignificant0.981.03Other137
277EPI.ectocervical_granular.secretory_apocrine0.74Nonsignificant—0.00Other00
278ASPC.inflammatory0.74Nonsignificant1.000.84Other2161
279T.CD4_naive.neddylation0.72Nonsignificant0.980.89Other104222
280T.CD4_naive.mature_mitoprot0.72Nonsignificant1.000.80Other212476
281FIB.skin_tenogenic.baseline0.71Nonsignificant—0.00Other02
282T.CD4_naive.mature0.70Nonsignificant1.000.84Other211100
283T.CD8_transitional.early0.70Nonsignificant2.25e-051.47Other32755
284T.CD4_Tfh.suppression_exhaustion0.68Nonsignificant0.870.62Other02
285B.age_associated.activated0.67Nonsignificant—0.58Other1822
286PLAT.adhesion0.67Nonsignificant—0.00Other00
287T.CD4_naive.survival0.67Nonsignificant0.980.95Other1217
288FIB.interstitial.mesenchymal_regulator0.67Nonsignificant0.431.42Other44
289T.CD4_cytotoxic.baseline0.66Nonsignificant0.681.15Other00
290FIB.barrier_purinergic.lipid_secretory0.66Nonsignificant—0.48Other00
291ASPC.niche_keeping_progenitor0.66Nonsignificant1.000.54Other52219
292NEU.INH_VIP.nuclear_reg0.65Nonsignificant—0.03Other204
293IPSC.neural_primed0.65Nonsignificant1.000.90Other00
294T.CD4_Tem.cytotoxic_effector0.65Nonsignificant0.501.06Other225398
295FIB.skin_sheath.neuro_vascular_interface0.64Nonsignificant—0.00Other00
296T.CD4_naive.neddylation_mitoprot0.64Nonsignificant0.980.91Other9356
297T.CD4_naive.homeostatic0.64Nonsignificant1.000.36Other215108
298ASPC.activated0.64Nonsignificant1.000.48Other164162
299PERI.inflammatory0.63Nonsignificant0.021.40Other4077
300SMC.contractile0.63Nonsignificant0.520.99Other80588
301NEU.INH_VIP.regulatory_remodeling0.63Nonsignificant—0.00Other61
302EPI.thymic_medullary.hormone_xeno_barrier0.63Nonsignificant—0.26Other08
303DC.mig.baseline0.62Nonsignificant—0.00Other10
304THYMO.CD8aa_IELp0.61Nonsignificant—0.00Other17
305EPI.hepatic_ductular_cholangiocyte.polarity0.61Nonsignificant—0.00Other00
306T.CD4_naive.gut_prone0.61Nonsignificant1.000.53Other3570
307FIB.reticular.stromal_niche0.61Nonsignificant0.980.03Other00
308T.MAIT.migratory0.60Nonsignificant1.000.39Other101
309NEU.EXC_NTNG1.synaptic0.59Nonsignificant—0.00Other00
310EPI.tracheal_submucosal_gland.acinar_serous0.59Nonsignificant—0.73Other00
311B.age_associated.migratory0.58Nonsignificant0.610.81Other22
312EPI.pancreatic_ductal_bicarbonate.barrier_mucin0.58Nonsignificant0.890.67Other219533
313T.gamma_delta.early_effector0.57Nonsignificant0.860.96Other890
314FIB.interstitial.immune_interact0.56Nonsignificant0.621.21Other121
315PC.IgA_muocsal.baseline0.56Nonsignificant0.661.13Other35
316EPI.thymic_medullary.stress_APC0.56Nonsignificant0.261.46Other24
317EPI.skin_hair_follicle_bulge.niche_crosstalk0.55Nonsignificant—1.11Other2988
318EPI.thymic_medullary.canonical_alarmin0.55Nonsignificant0.451.04Other817
319FIB.tracheal_subepithelial.baseline0.54Nonsignificant—0.00Other00
320ASPC.adipocyte_capillary_interface0.52Nonsignificant1.000.92Other2154
321NEU.INH_VIP.matrix0.51Nonsignificant—0.00Other2477
322EPI.extrahepatic_cholangiocyte.barrier_interface0.51Nonsignificant—0.73Other00
323T.CD4_cytotoxic.activated0.51Nonsignificant0.681.10Other31
324IPSC.mesodermal_primed0.51Nonsignificant1.000.90Other00
325T.CD4_transitional.tissue_enagement0.49Nonsignificant0.680.93Other511
326T.CD8_naive.effector_transition0.48Nonsignificant0.241.52Other3562
327MEL.stress_glucocorticoid0.48Nonsignificant0.911.23Other1134
328GRANU.MAST.activated_repair0.47Nonsignificant—0.08Other01
329PC.IgA_muocsal.migratory0.45Nonsignificant0.661.00Other41
330IPSC.axial_identity_primed0.45Nonsignificant1.000.94Other00
331B.age_associated.naive_transitional0.45Nonsignificant—0.00Other00
332PC.IgA_muocsal.activated0.44Nonsignificant0.661.06Other178
333IPSC.canonical_pluripotent0.42Nonsignificant1.000.71Other00
334EPI.colonocyte.junction_remodeling0.41Nonsignificant0.591.10Other218305
335T.CD4_transitional.primed_cytotoxic0.41Nonsignificant0.680.92Other2830
336EPI.pancreatic_ductal_bicarbonate.stress0.41Nonsignificant—0.00Other1233
337ASPC.stem_like_progenitor0.39Nonsignificant1.000.25Other300842
338EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo0.39Nonsignificant—0.00Other00
339T.CD8_transitional.Trm_primed0.39Nonsignificant0.241.18Other10815
340EPI.pancreatic_acinar.stress0.38Nonsignificant1.000.14Other2828
341EPI.pancreatic_ductal_bicarbonate.repair_actin_junction0.38Nonsignificant—0.00Other00
342EC.arterial.homeostatic0.37Nonsignificant1.000.53Other243
343NEU.INH_VIP.enkephalinergic0.37Nonsignificant—0.00Other00
344FIB.interstitial.mesenchymal_APC0.37Nonsignificant0.681.10Other8133
345FIB.barrier_secretory.homeostasis0.37Nonsignificant—0.25Other00
346DC.cDC2.lipid_metabolic0.37Nonsignificant—0.00Other00
347T.CD4_Treg.tissue_effector0.37Nonsignificant1.000.19Other1613
348PC.IgA_muocsal.plasmablast0.36Nonsignificant0.750.84Other54
349EPI.colonocyte.crypt_progenitor0.36Nonsignificant0.491.22Other115265
350MESO.antiviral0.35Nonsignificant—0.00Other38
351FIB.interstitial.remodeling0.34Nonsignificant0.681.03Other319
352DC.cDC2.adhesion_signaling0.34Nonsignificant1.000.10Other359
353T.CD4_Trm.cytotoxic_effector0.33Nonsignificant0.911.05Other11877
354T.CD8_naive.mito_proteostasis0.33Nonsignificant0.311.51Other428100
355T.CD8_naive.lipid_synthesis0.32Nonsignificant0.411.38Other64
356T.CD8_naive.vesicle_secretory0.32Nonsignificant0.511.22Other420
357T.gamma_delta.cytotoxic_effector0.32Nonsignificant1.000.27Other349109
358T.CD4_Trm.central_like0.31Nonsignificant0.911.06Other3831
359T.CD8_naive.baseline0.31Nonsignificant0.880.97Other1422
360EPI.salivary_intercalated_defense.canonical_antimicrobial0.31Nonsignificant0.261.26Other1122
361EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling0.31Nonsignificant—0.00Other00
362T.CD4_cytotoxic.NK_adapted0.30Nonsignificant0.990.43Other8233
363FIB.skin_neurosecretory.baseline0.30Nonsignificant—0.00Other00
364T.CD8_transitional.APC_like0.29Nonsignificant1.000.74Other20562
365OPC.homeostatic0.29Nonsignificant1.13e-031.84Other394160
366T.CD4_cytotoxic.terminal_effector0.28Nonsignificant0.990.38Other28621
367IPSC.endoderm_primed0.28Nonsignificant1.000.67Other00
368EPI.ileal_enterocyte_crypt.bile_transport0.27Nonsignificant0.231.34Other20
369ADIPO.hypoxia_remodelling0.27Nonsignificant—0.00Other29105
370EPI.skin_follicular_keratinizing.upper_infundibulum0.27Nonsignificant—0.38Other82
371FIB.interstitial.stress_secretory0.27Nonsignificant0.890.76Other9256
372EPI.skin_follicular_keratinizing.root_infundibulum0.27Nonsignificant—0.86Other00
373MEL.secretory_quiescent0.27Nonsignificant1.000.80Other1913
374FIB.adventitial.adhesion_lipid0.26Nonsignificant0.101.42Other58209
375B.memory.pDC_imprint0.25Nonsignificant0.021.73Other157103
376FIB.barrier_secretory.remodeling0.25Nonsignificant—0.00Other00
377EPI.salivary_duct_ion_transport.baseline0.25Nonsignificant——Other00
378EPI.thymic_medullary.proliferative_APC0.25Nonsignificant—0.00Other00
379PC.IgG_systemic.secretory0.24Nonsignificant0.181.32Other00
380T.CD8_naive.nfkb_related0.24Nonsignificant0.880.91Other10
381T.CD4_Trm.activated0.23Nonsignificant0.910.90Other3226
382ASPC.proliferative0.23Nonsignificant1.000.08Other3385
383T.CD8_naive.cytokine_dampened0.22Nonsignificant1.000.66Other714
384MESO.activated_stress0.22Nonsignificant—0.96Other00
385EPI.esophageal_basal.junctional_barrier0.22Nonsignificant—0.36Other00
386FIB.interstitial.lipid_matrix0.22Nonsignificant0.970.59Other258191
387EC.lymphatic.scavenger0.21Nonsignificant0.121.68Other203257
388SCHWN.translation_boost0.21Nonsignificant—0.18Other81
389EPI.colonic_enteroendocrine.Lcell_peptide0.20Nonsignificant—0.97Other00
390EPI.colonocyte.proximal_transport0.20Nonsignificant1.000.37Other2412
391T.CD4_Trm.baseline0.20Nonsignificant0.990.80Other3121
392MEL.mature_oxidative_traffic0.19Nonsignificant1.000.13Other247285
393PERI.cardiac_skeletal0.19Nonsignificant1.000.04Other313630
394EPI.esophageal_basal.activated_progenitor0.19Nonsignificant0.830.62Other10
395T.CD8_naive.innate_like0.19Nonsignificant1.000.58Other101
396SCHWN.reactive_inflammatory0.18Nonsignificant—0.00Other00
397T.CD8_transitional.effector_primed0.18Nonsignificant1.000.34Other435151
398HPC.CLP_B_primed0.18Nonsignificant—1.33Other00
399SCHWN.axon_contact_cardiac0.18Nonsignificant0.730.73Other1863
400T.CD8_naive.splicing_enriched0.18Nonsignificant1.000.38Other12016
401NK.immature_bridge0.17Nonsignificant0.131.27Other117122
402B.memory.migratory0.16Nonsignificant0.191.31Other123208
403EPI.skin_keratinocyte_basal.basement_anchoring0.16Nonsignificant—0.97Other00
404EPI.salivary_intercalated_defense.inflammatory0.15Nonsignificant0.900.68Other152360
405HPC.GMP_inflammatory0.15Nonsignificant0.821.10Other2010
406EPI.skin_interfollicular_spinous.upper_lipid0.15Nonsignificant—1.60Other66
407EC.lymphatic.baseline0.14Nonsignificant0.920.93Other3872
408EPI.colonocyte.secretory_boost0.14Nonsignificant1.000.14Other9891
409EPI.alveolar_type_1.baseline0.14Nonsignificant0.111.74Other80
410B.naive.metabolic0.14Nonsignificant3.18e-031.66Other5079
411NEU.INH_VIP.develop_niche0.13Nonsignificant—0.00Other00
412OPC.proliferative_immune_interact0.13Nonsignificant1.000.62Other180373
413EC.heart_remodeling.angiocrine0.13Nonsignificant2.83e-031.28Other182525
414NEU.INH_VIP.cannabinoid0.13Nonsignificant—0.00Other00
415PC.IgG_systemic.metabolic0.13Nonsignificant0.720.88Other4663
416EC.arterial.metabolic0.13Nonsignificant1.000.37Other195159
417ASPC.remodeling0.13Nonsignificant1.000.02Other106354
418NEU.INH_VIP.LAMP5_hybrid0.13Nonsignificant—0.00Other19
419PC.IgG_systemic.interacting0.13Nonsignificant0.720.90Other00
420EC.lymphatic.activated0.12Nonsignificant0.920.46Other4773
421NK.adaptive_terminal_cytotoxic0.12Nonsignificant0.131.31Other485802
422CM.contractile_oxphos0.12Nonsignificant0.411.13Other619
423EPI.gastric_foveolar.baseline0.12Nonsignificant—0.00Other00
424FIB.barrier_purinergic.stress_GF_binding0.12Nonsignificant—0.00Other00
425EPI.skin_follicular_keratinizing.transit_amplifying0.12Nonsignificant—0.00Other2149
426EC.lymphatic.tip_migratory0.11Nonsignificant0.920.74Other2337
427FIB.adventitial.activated_remodelling0.11Nonsignificant—0.62Other141319
428B.memory.activated0.11Nonsignificant0.861.00Other10529
429T.CD8_Tem.stress_adapted0.11Nonsignificant0.541.15Other607520
430B.germinal_center.LZ_selection0.11Nonsignificant—0.73Other00
431EPI.skin_interfollicular_spinous.baseline0.11Nonsignificant0.541.37Other353
432B.naive.activated0.11Nonsignificant0.671.20Other77127
433FIB.lung_alveolar.stress_interacting0.10Nonsignificant—0.97Other00
434THYMO.SP_CD8_transitional0.10Nonsignificant1.000.06Other3275
435T.CD8_Tem.baseline0.10Nonsignificant0.191.29Other458356
436MUSC.activated_migratory0.10Nonsignificant0.331.45Other67
437B.naive.receptor_recycle0.10Nonsignificant0.831.10Other510
438MESO.activated_migratory0.10Nonsignificant—0.00Other00
439EPI.pancreatic_ductal_mucinous.remodeling_channel_rich0.10Nonsignificant—0.81Other00
440ILC2.quiescent0.10Nonsignificant—0.00Other00
441EPI.skin_interfollicular_spinous.early_differentiation0.10Nonsignificant0.541.14Other8919
442EC.lymphatic.valve0.10Nonsignificant—0.00Other00
443B.memory.baseline0.10Nonsignificant0.990.75Other47299
444HPC.MPP_IEG0.10Nonsignificant0.821.12Other4546
445IPSC.stromal_primed0.10Nonsignificant1.000.24Other00
446EPI.skin_interfollicular_spinous.stress_UPR0.09Nonsignificant—0.00Other00
447B.naive.remodeling0.09Nonsignificant0.671.17Other135230
448T.CD4_Trm.helper_like0.09Nonsignificant0.990.55Other84147
449EC.heart_remodeling.capillary_metabolic0.09Nonsignificant0.551.21Other54414
450THYMO.DN_preTCR0.09Nonsignificant1.000.03Other4171
451EPI.ileal_enterocyte_crypt.baseline0.09Nonsignificant0.960.55Other116
452OPC.premyelinating0.09Nonsignificant1.000.08Other18512
453B.naive.purinergic0.09Nonsignificant0.960.84Other384820
454T.CD4_Trm.metal_stress0.09Nonsignificant0.910.91Other3458
455EPI.skin_keratinocyte_proliferating.anchor_remodel0.08Nonsignificant—0.73Other00
456EPI.esophageal_suprabasal.basal_transitional0.08Nonsignificant0.021.38Other4467
457IPSC.neuroendocrine_primed0.08Nonsignificant—0.00Other00
458FIB.adventitial.inflammatory_activated0.08Nonsignificant0.761.15Other100473
459EPI.pancreatic_islet.delta0.08Nonsignificant—0.67Other00
460EPI.pancreatic_islet.beta0.08Nonsignificant0.211.20Other4257
461B.naive.baseline0.08Nonsignificant0.960.83Other1013
462T.CD8_transitional.stress0.08Nonsignificant—0.00Other2434
463T.CD8_Tem.early_helper_like0.08Nonsignificant0.591.13Other445755
464ADIPO.immature0.08Nonsignificant—0.00Other2440
465MUSC.baseline0.08Nonsignificant0.331.32Other00
466B.naive.antigen_presenting_ready0.08Nonsignificant0.960.84Other4873
467NEU.EXC_SYT2.synaptic0.07Nonsignificant—0.00Other00
468EPI.skin_interfollicular_spinous.transition_basal0.07Nonsignificant0.940.39Other100127
469EPI.ileal_enterocyte_crypt.proliferative_S0.07Nonsignificant0.960.56Other42
470EPI.skin_interfollicular_spinous.stress_oxidative0.07Nonsignificant—0.00Other00
471NEU.EXC_SYT2.nuclear_reg0.07Nonsignificant—0.00Other00
472EPI.pancreatic_ductal_mucinous.mucin_rich_barrier0.07Nonsignificant0.141.33Other4491,034
473T.CD8_Tcm.NK_like0.07Nonsignificant1.000.00Other334581
474EPI.cervical_suprabasal.inflammatory_repair0.07Nonsignificant—0.42Other00
475T.CD8_Trm.inflammatory0.07Nonsignificant0.301.14Other124176
476FIB.adventitial.baseline0.07Nonsignificant0.990.91Other157278
477B.germinal_center.LZ_survival0.07Nonsignificant—0.79Other00
478THYMO.DP_early_stress0.06Nonsignificant—0.00Other00
479T.MAIT.stress0.06Nonsignificant—0.00Other00
480FIB.adventitial.mechano_chemo_sensing0.06Nonsignificant0.991.02Other135524
481B.naive.restrained0.06Nonsignificant0.960.69Other183353
482EPI.tracheal_submucosal_gland.ductal_luminal0.06Nonsignificant—0.00Other00
483EPI.alveolar_type_1.activated0.06Nonsignificant—0.00Other00
484B.memory.preactivated0.06Nonsignificant0.990.42Other173174
485B.naive.proteostasis0.06Nonsignificant0.960.86Other4969
486MUSC.quiescent_reservoir0.06Nonsignificant0.800.94Other28
487FIB.lung_alveolar.mito_secretory0.06Nonsignificant—0.00Other00
488T.CD8_Trm.dendritic_recruiter0.06Nonsignificant0.691.03Other4785
489T.CD8_Tem.motility_primed0.05Nonsignificant0.960.88Other2694
490ASTRO.homeostatic0.05Nonsignificant0.061.40Other200431
491NEU.INH_LAMP5.exc_inh_balance0.05Nonsignificant—0.74Other462
492DC.cDC1.cross_presenting0.05Nonsignificant—1.01Other00
493EPI.skin_keratinocyte_proliferating.early_spinous_transition0.05Nonsignificant—0.26Other135290
494B.germinal_center.DZ_M_phase0.05Nonsignificant—0.37Other00
495MESO.secretory_structural0.05Nonsignificant—0.10Other00
496EC.arterial.elastic0.05Nonsignificant1.000.34Other2245
497DC.pDC.immature_metabolic0.04Nonsignificant0.401.36Other78124
498EPI.ileal_enterocyte_crypt.proliferative_G2M0.04Nonsignificant—0.00Other1954
499DC.cDC1.proliferative0.04Nonsignificant—0.89Other00
500T.CD8_Tem.TEMRA0.04Nonsignificant0.960.67Other9201,088
501EPI.esophageal_suprabasal.proliferative_G2M0.04Nonsignificant—0.99Other00
502DC.pDC.poised_migratory0.04Nonsignificant0.471.07Other5495
503GRANU.MAST.activated_acute0.04Nonsignificant—0.00Other00
504DC.pDC.baseline0.04Nonsignificant0.401.31Other88123
505T.CD8_Tem.signaling_turnover0.04Nonsignificant0.960.53Other425683
506EPI.colonocyte.goblet_interface0.04Nonsignificant—0.00Other1121
507FIB.adventitial.complement_angiocrine0.04Nonsignificant0.990.72Other153684
508B.germinal_center.LZ_memory_precursor0.04Nonsignificant—0.00Other00
509NK.adaptive_immature_precursor0.04Nonsignificant1.001.14Other358111
510OLG.reactive_repair0.03Nonsignificant0.211.38Other385385
511FIB.adventitial.mito_secretory0.03Nonsignificant0.990.82Other217
512ASTRO.hypoxia_angiogenic0.03Nonsignificant0.661.17Other518
513T.CD4_naive.activated_stress0.03Nonsignificant1.000.00Other339429
514EPI.skin_interfollicular_spinous.proliferative0.03Nonsignificant—0.00Other00
515T.CD8_Trm.homeostatic0.03Nonsignificant0.930.86Other425
516EPI.thymic_cortical.Notch_interface0.03Nonsignificant—0.32Other82137
517EC.heart_remodeling.activated_acute0.03Nonsignificant0.841.07Other102186
518EPI.thymic_cortical.secretory_remodeling0.03Nonsignificant—0.27Other41
519MUSC.early_activation0.03Nonsignificant0.940.35Other432
520ASTRO.A2_reactive0.03Nonsignificant0.950.91Other1037
521ASTRO.stress_mito0.03Nonsignificant0.931.00Other47110
522EPI.thymic_cortical.baseline0.03Nonsignificant0.890.42Other185386
523T.CD8_Trm.cytotoxic0.02Nonsignificant0.301.10Other16585
524DC.cDC1.activated0.02Nonsignificant—0.00Other00
525B.germinal_center.DZ_S_phase0.02Nonsignificant—0.00Other00
526MESO.baseline0.02Nonsignificant0.910.57Other06
527NK.cytokine_tissue_resident0.02Nonsignificant1.001.04Other7482
528EPI.bile_duct_cholangiocyte.secretory_mucin0.02Nonsignificant—0.07Other712
529EPI.renal_thick_ascending_limb.remodeling0.02Nonsignificant0.911.07Other15292
530EPI.bile_duct_cholangiocyte.inflammatory_APC0.02Nonsignificant—0.00Other20
531ASTRO.immature_lipid0.02Nonsignificant0.661.12Other23113
532ASTRO.stress_acute0.02Nonsignificant0.321.30Other6056
533NK.cytokine_tissue_activation0.02Nonsignificant1.001.04Other267450
534EPI.esophageal_suprabasal.proliferative_S0.02Nonsignificant—0.52Other2641
535EPI.extrahepatic_cholangiocyte.mucin_secretory0.02Nonsignificant—0.00Other00
536ASTRO.synaptic_interaction0.02Nonsignificant1.000.77Other76334
537EPI.skin_appendage_keratinocyte.ductal_immune_interacting0.02Nonsignificant0.531.15Other716
538EPI.renal_thick_ascending_limb.cation_flux0.02Nonsignificant0.911.12Other5795
539FIB.adventitial.PI16_matrix0.02Nonsignificant0.990.60Other7090
540EC.heart_remodeling.translation_boost0.02Nonsignificant—0.16Other00
541OLG.stress0.01Nonsignificant0.211.22Other2328
542EPI.pancreatic_islet.alpha0.01Nonsignificant—0.00Other152330
543NEU.INH_LAMP5.projecting0.01Nonsignificant—6.94e-17Other00
544T.CD8_Trm.muscosal_Tc170.01Nonsignificant0.690.99Other1938
545NK.cytokine_lung_immediate_early0.01Nonsignificant1.001.01Other424274
546HPC.GMP_granulocytic0.01Nonsignificant—0.00Other33
547DC.cDC1.baseline0.01Nonsignificant—0.00Other00
548EPI.skin_interfollicular_spinous.inflammatory0.01Nonsignificant—0.00Other00
549NEU.INH_LAMP5.glial_interface0.01Nonsignificant—0.00Other00
550EPI.salivary_duct_excretory.baseline0.01Nonsignificant0.860.73Other2357
551NK.adaptive_axis_baseline0.01Nonsignificant1.000.74Other1,008153
552ASTRO.A1_reactive0.01Nonsignificant1.000.81Other433394
553NK.adaptive_classII_inhibitory0.01Nonsignificant1.000.71Other880154
554OLG.myelinating_mature9.63e-03Nonsignificant0.960.84Other36394
555EPI.salivary_duct_excretory.stress9.60e-03Nonsignificant0.861.00Other3368
556EC.heart_remodeling.remodeling_stalk9.17e-03Nonsignificant1.000.68Other33111
557NK.cytokine_vascular_patrolling9.03e-03Nonsignificant1.000.81Other86394
558NK.adaptive_HLAE_tuned8.97e-03Nonsignificant1.000.72Other1,124189
559EPI.skin_hair_follicle_bulge.quiescent7.32e-03Nonsignificant0.960.31Other5669
560NK.cytokine_quiescent7.27e-03Nonsignificant1.000.67Other6231,062
561EPI.renal_distal_tubule.stress7.26e-03Nonsignificant—0.00Other00
562OLG.regulatory6.92e-03Nonsignificant0.960.85Other35373
563EC.heart_remodeling.perivascular6.42e-03Nonsignificant1.000.56Other124408
564EPI.ileal_goblet.immature6.28e-03Nonsignificant—1.13Other00
565PC.IgG_systemic.stress6.26e-03Nonsignificant—0.00Other15
566OLG.myelinating_stress6.13e-03Nonsignificant0.960.77Other23262
567EPI.lung_club_secretory.ciliogenesis_primed5.57e-03Nonsignificant—0.79Other00
568EC.heart_remodeling.remodeling_secretory5.41e-03Nonsignificant1.000.92Other6051,341
569NEU.INH_LAMP5.rosehip5.34e-03Nonsignificant—0.00Other00
570HPC.LMPP5.31e-03Nonsignificant0.950.66Other6531
571EPI.colonic_enteroendocrine.enterochromaffin_serotonin5.12e-03Nonsignificant—0.00Other00
572OLG.regulatory_activated5.11e-03Nonsignificant0.960.67Other196614
573EPI.skin_hair_follicle_companion.bulge_anchor_signaling5.02e-03Nonsignificant—0.97Other00
574EPI.pancreatic_ductal_mucinous.proliferative_gastric_like4.76e-03Nonsignificant—0.00Other00
575EPI.renal_intercalated_cell_type_B.baseline4.67e-03Nonsignificant—0.00Other31
576EPI.lung_club_secretory.canonical_surfactant4.51e-03Nonsignificant—0.61Other74104
577FIB.neurolectin_mucosa.nerve_interface4.49e-03Nonsignificant—0.79Other40
578EPI.esophageal_suprabasal.proliferative_exit4.48e-03Nonsignificant—0.04Other00
579EPI.skin_appendage_keratinocyte.transit_amplifying4.48e-03Nonsignificant—0.00Other109358
580NK.cytokine_repair_primed4.45e-03Nonsignificant1.000.50Other26611
581OLG.vesicle_trafficking4.44e-03Nonsignificant0.960.61Other12410
582NK.adaptive_adipose_stress4.26e-03Nonsignificant1.000.57Other37439
583EPI.renal_principal_cell.canonical_vasopressin3.92e-03Nonsignificant0.201.40Other20
584NK.cytokine_biosynthetic_primed3.83e-03Nonsignificant1.000.40Other36021
585NK.cytokine_axis_baseline3.70e-03Nonsignificant1.000.37Other1,172116
586EPI.esophageal_suprabasal.differentiating_keratin3.51e-03Nonsignificant1.000.21Other13161
587EPI.renal_principal_cell.activated_acute3.20e-03Nonsignificant0.611.24Other2959
588ASTRO.neuromodulatory2.98e-03Nonsignificant1.000.32Other34172
589EPI.skin_hair_follicle_companion.gap_junction_contractile2.81e-03Nonsignificant—0.00Other00
590EPI.colonic_enteroendocrine.progenitor2.50e-03Nonsignificant—0.00Other00
591EPI.skin_keratinocyte_progenitor.activated_stress2.45e-03Nonsignificant—0.11Other00
592NK.adaptive_biosynthetic_primed2.41e-03Nonsignificant1.000.45Other244405
593EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit2.03e-03Nonsignificant—0.00Other00
594EPI.renal_intercalated_cell_type_A.acid_secretion1.99e-03Nonsignificant0.670.88Other126
595FIB.neurolectin_mucosa.remodeling_repair1.68e-03Nonsignificant—0.38Other42
596EPI.salivary_myoepithelial.contractile_repair1.52e-03Nonsignificant—1.19Other39
597HPC.MEP1.45e-03Nonsignificant0.950.64Other5991,195
598CM.baseline1.44e-03Nonsignificant0.980.99Other3930
599EPI.ileal_enterocyte_crypt.secretory_precursor1.39e-03Nonsignificant—0.00Other00
600EPI.renal_intercalated_cell_type_A.PC_transitional1.37e-03Nonsignificant—0.00Other203407
601NEU.INH_PVALB.chandelier1.10e-03Nonsignificant0.121.27Other1916
602NEU.EXC_CT.projector9.99e-04Nonsignificant4.20e-031.24Other8726
603HPC.MPP_activated9.39e-04Nonsignificant—0.00Other00
604EPI.salivary_myoepithelial.junctional_transport9.18e-04Nonsignificant0.181.25Other66121
605EPI.salivary_mucous_acinar.baseline8.85e-04Nonsignificant——Other394683
606EPI.skin_appendage_keratinocyte.ductal_barrier_detox8.39e-04Nonsignificant0.960.63Other3334
607EPI.renal_principal_cell.inflammatory8.33e-04Nonsignificant0.800.98Other74157
608EPI.skin_keratinocyte_progenitor.quiescent_stem_like7.65e-04Nonsignificant—0.00Other00
609EPI.renal_principal_cell.intercalated_like6.68e-04Nonsignificant0.800.97Other6366
610EPI.skin_keratinocyte_basal.transit_amplifying4.64e-04Nonsignificant—0.00Other00
611CM.translation_boost_RPS4.09e-04Nonsignificant0.981.04Other6916
612EPI.ileal_goblet.inflammatory_mucin4.00e-04Nonsignificant0.691.08Other69
613EPI.skin_sebaceous_duct_luminal.ECM_remodelling3.99e-04Nonsignificant7.66e-031.29Other29
614EPI.renal_distal_tubule.ciliated_remodelling3.95e-04Nonsignificant—1.04Other00
615EPI.endocervical_secretory.secretory_translocon3.79e-04Nonsignificant—0.67Other00
616EPI.skin_hair_follicle_bulge.anagen_growth3.73e-04Nonsignificant—0.00Other00
617EPI.renal_thick_ascending_limb.salt_sensing3.73e-04Nonsignificant1.000.79Other73103
618CM.oxidative_phospho3.47e-04Nonsignificant0.981.01Other266792
619EPI.endocervical_secretory.squamous_barrier3.43e-04Nonsignificant—0.00Other00
620EPI.tracheal_basal.activated_stress3.23e-04Nonsignificant0.021.36Other320
621EPI.salivary_intercalated_defense.basal_EMT3.14e-04Nonsignificant—0.00Other00
622NEU.INH_PVALB.nuclear_reg2.70e-04Nonsignificant0.551.00Other2512
623EPI.renal_immature_ureteric_bud.defense_secretory2.51e-04Nonsignificant0.281.19Other4576
624EPI.tracheal_suprabasal.secretory_immune2.49e-04Nonsignificant—0.00Other00
625CM.mito_proteostasis2.24e-04Nonsignificant0.980.96Other32929
626CM.osmoprotection2.15e-04Nonsignificant0.981.02Other3457
627EPI.renal_thick_ascending_limb.barrier_repair2.12e-04Nonsignificant1.000.68Other141284
628ASPC.signal_integrator1.95e-04Nonsignificant—0.00Other00
629FIB.neurolectin_mucosa.inflammatory1.86e-04Nonsignificant0.920.75Other52110
630EPI.renal_principal_cell.injury_repair1.84e-04Nonsignificant0.930.44Other269
631FIB.neurolectin_mucosa.axon_responsive1.63e-04Nonsignificant0.920.53Other1010
632EPI.salivary_serous_acinar.secretory_active1.46e-04Nonsignificant0.741.03Other24269
633EPI.ileal_goblet.baseline1.46e-04Nonsignificant0.690.78Other162
634EPI.cervical_suprabasal.secretory_vesicle1.29e-04Nonsignificant—0.00Other00
635DC.cDC1.homeostatic_inhibitory1.18e-04Nonsignificant—0.00Other00
636EPI.alveolar_type_2.baseline_surfactant1.07e-04Nonsignificant0.601.11Other649
637EPI.lung_club_secretory.inflammatory1.01e-04Nonsignificant—0.00Other00
638EPI.salivary_myoepithelial.baseline9.59e-05Nonsignificant0.930.87Other42141
639CM.sarcomere_actin_interface8.26e-05Nonsignificant0.980.93Other45078
640EPI.renal_thick_ascending_limb.canonical_salt_transporter7.50e-05Nonsignificant1.000.43Other322317
641EPI.ileal_goblet.stress_metallothionein6.92e-05Nonsignificant—0.00Other411
642EPI.skin_sweat_duct_keratinocyte.barrier6.56e-05Nonsignificant—0.56Other00
643EPI.skin_hair_follicle_companion.activated_migratory6.41e-05Nonsignificant—0.00Other00
644EPI.salivary_serous_acinar.quiescent5.15e-05Nonsignificant0.740.93Other178493
645EPI.skin_appendage_keratinocyte.sebaceous_apocrine5.06e-05Nonsignificant—0.00Other3982
646SKM.type_2_fast.oxidative_IIa5.04e-05Nonsignificant1.90e-031.04Other94656
647CM.inflammatory4.64e-05Nonsignificant—0.95Other00
648EPI.skin_sebaceous_duct_luminal.immune_interface4.57e-05Nonsignificant—0.46Other00
649EPI.renal_immature_ureteric_bud.osmoprotective4.15e-05Nonsignificant0.920.75Other12644
650EPI.tracheal_basal.homeostatic_progenitor3.37e-05Nonsignificant0.970.43Other28574
651CM.translation_boost_RPL3.09e-05Nonsignificant0.980.89Other1291
652NEU.INH_PVALB.metabotropic2.84e-05Nonsignificant—0.27Other00
653EPI.salivary_myoepithelial.activated2.64e-05Nonsignificant0.930.71Other85281
654CM.anti_inflammatory1.67e-05Nonsignificant0.980.85Other4241,503
655EPI.lung_multiciliated.mature_motile_cilia1.53e-05Nonsignificant—1.53Other00
656NEU.EXC_CT.Ca2_signaling1.13e-05Nonsignificant—0.00Other6817
657EPI.skin_sweat_duct_keratinocyte.proliferative_G2M1.10e-05Nonsignificant—0.85Other00
658EPI.skin_keratinocyte_basal.spinous_transition1.03e-05Nonsignificant—0.00Other00
659EPI.renal_distal_tubule.repair9.34e-06Nonsignificant—0.00Other34102
660EPI.renal_distal_tubule.ion_transport9.20e-06Nonsignificant—0.26Other00
661EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro9.17e-06Nonsignificant—0.00Other00
662EPI.skin_keratinocyte_proliferating.detox_repair7.96e-06Nonsignificant—0.00Other00
663NEU.EXC_CT.remodeling6.81e-06Nonsignificant—0.00Other231
664EPI.ectocervical_granular.proliferative_basal5.70e-06Nonsignificant—0.00Other00
665EPI.alveolar_type_2.injury_primed4.60e-06Nonsignificant1.000.93Other434245
666EPI.lung_multiciliated.baseline4.14e-06Nonsignificant—0.30Other07
667EPI.skin_sweat_duct_keratinocyte.signal_gate3.29e-06Nonsignificant—0.44Other4326
668EPI.skin_sebaceous_duct_luminal.detox_repair2.56e-06Nonsignificant0.990.39Other13794
669CM.mechano_activated2.07e-06Nonsignificant0.980.85Other205134
670EPI.lung_club_secretory.ciliogenesis_axoneme1.96e-06Nonsignificant—0.00Other00
671EPI.salivary_serous_acinar.seromucous_like1.38e-06Nonsignificant—0.07Other00
672EPI.renal_distal_tubule.immune_modulatory8.69e-07Nonsignificant—0.00Other00
673EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic6.54e-07Nonsignificant—0.09Other00
674EPI.skin_sweat_duct_keratinocyte.repair4.78e-07Nonsignificant—0.00Other00
675EPI.tracheal_suprabasal.transitional_wound2.81e-07Nonsignificant—0.00Other161
676SKM.type_2_fast.glycolytic_IIx_IIb2.68e-07Nonsignificant0.700.96Other5651,482
677EPI.lung_multiciliated.stress2.17e-07Nonsignificant—0.00Other67165
678NEU.INH_PVALB.fastspike1.34e-07Nonsignificant—0.00Other2422
679EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal1.23e-07Nonsignificant—0.00Other00
680SKM.type_1_slow.oxidative1.04e-07Nonsignificant0.341.12Other802251
681SKM.type_1_slow.contractile9.91e-08Nonsignificant0.341.09Other5968
682EPI.alveolar_type_2.stress_response5.58e-08Nonsignificant1.000.31Other6751,562
683NEU.INH_PVALB.neuromodulatory1.99e-08Nonsignificant—0.00Other00
684ADIPO.inflammatory1.23e-08Nonsignificant—0.00Other00
685NEU.EXC_CT.Ca2_sensor9.98e-09Nonsignificant—0.00Other00
686NEU.INH_PVALB.serotonergic5.94e-09Nonsignificant—0.00Other00
687SKM.type_1_slow.glycolytic4.58e-09Nonsignificant1.000.40Other362647
688EPI.skin_sweat_duct_keratinocyte.proliferative_S4.47e-09Nonsignificant—0.00Other00

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

110 unique genes. Showing 1–110. 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)
F13A101-High0.6937.33G1C1FIB.interstitial.mesenchymal_regulator (L2), FIB.transitioning.matrix_stress (L2), MAC.MDM.complement_resolving (L2), MAC.resident_cardiac.phagocytic_homeostasis (L2), MAC.resident_repair.chemokine_angiocrine (L2), MONO.CD16.platelet_bound (L2)macrophage (Tier: specific)
monocyte (Tier: specific)
MAC.LAM (Tier: specific)
MAC.MDM (Tier: specific)
MAC.resident_cardiac (Tier: specific)
MAC.resident_repair (Tier: specific)
MONO.CD14 (Tier: specific)
MAC.MDM.complement_resolving (Tier: specific)
MAC.resident_cardiac.phagocytic_homeostasis (Tier: specific)
MAC.resident_repair.chemokine_angiocrine (Tier: specific)
MONO.CD14.repair_M2_like (Tier: specific)
MAC.proliferating (Tier: relevant)
MAC.resident_iron (Tier: relevant)
MAC.MDM.LAM_like (Tier: relevant)
MAC.resident_cardiac.inflammatory_reparative (Tier: relevant)
MAC.resident_repair.ECM_stromal_crosstalk (Tier: relevant)
MAC.resident_repair.lipid_phagocytic (Tier: relevant)
MAC.resident_repair.stress_iron (Tier: relevant)
MONO.CD14.APC_like (Tier: relevant)
86 cells — complete matches58
ENSG0000030967201-High0.6023.19G1C1———22
MSR101-High0.606.67G1C1—macrophage (Tier: specific)
monocyte (Tier: specific)
MAC.kupffer (Tier: specific)
MAC.LAM (Tier: specific)
MAC.MDM (Tier: specific)
MAC.resident_cardiac (Tier: specific)
MAC.resident_repair (Tier: specific)
MONO.CD14 (Tier: specific)
MAC.alveolar.capillary_interacting (Tier: specific)
MAC.MDM.complement_resolving (Tier: specific)
MAC.resident_cardiac.phagocytic_homeostasis (Tier: specific)
MAC.resident_repair.chemokine_angiocrine (Tier: specific)
MONO.CD14.repair_M2_like (Tier: specific)
microglia (Tier: relevant)
MAC.proliferating (Tier: relevant)
MAC.resident_iron (Tier: relevant)
MAC.alveolar.inflammatory (Tier: relevant)
MAC.kupffer.fibrogenic (Tier: relevant)
MAC.MDM.LAM_like (Tier: relevant)
MAC.microglia_like.phagocytic_redox (Tier: relevant)
MAC.proliferating.stress (Tier: relevant)
MAC.resident_cardiac.inflammatory_reparative (Tier: relevant)
MAC.resident_repair.ECM_stromal_crosstalk (Tier: relevant)
MAC.resident_repair.lipid_phagocytic (Tier: relevant)
MAC.resident_repair.stress_iron (Tier: relevant)
MONO.CD14.APC_like (Tier: relevant)
78 cells — complete matches1212
LY86-AS101-High0.5630.32G1C1—NEU.EXC_IT.adhesion (Tier: specific)30 cells — complete matches76
NINJ101-High0.5612.40G1C1B.naive.restrained (L2), EPI.thymic_cortical.baseline (L2), GRANU.neutrophil.tissue_patrolling (L2)MONO.CD14 (Tier: specific)
MAC.resident_repair.chemokine_angiocrine (Tier: specific)
MAC.resident_repair.ECM_stromal_crosstalk (Tier: relevant)
22 cells — complete matches3741
CARD1901-High0.5512.33G1C1——4 cells — complete matches2830
CFHR401-High0.5212.20G1C1HEP.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
CFHR501-High0.5112.05G1C1—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
ENSG0000022344601-High0.518.07G1C1———2829
ENSG0000020336401-High0.5114.03G1C1———2627
F13B01-High0.5115.18G1C1—hepatocyte (Tier: specific)
HEP.periportal_metabolic (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: specific)
6 cells — complete matches3251
WNK201-High0.4912.91G1C1—EPI.hepatic_ductular_cholangiocyte.acute_phase_complement (Tier: relevant)24 cells — complete matches2628
CFH01-High0.4920.02G1C1ASPC.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)HEP.acute_phase (Tier: specific)
HEP.canalicular_transport (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: specific)
EPI.hepatic_ductular_cholangiocyte.acute_phase_complement (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.baseline (Tier: relevant)
HEP.canalicular_transport.sterol_lipid_biosynthesis (Tier: relevant)
149 cells — complete matches68103
ENSG0000028969701-High0.4719.00G1C1———6395
NRN101-High0.4618.27G1C1—EC.liver_sinusoidal (Tier: specific)73 cells — complete matches54
CPS101-High0.462.48G1C1HEP.periportal_metabolic (L1S)HEP.periportal_metabolic (Tier: specific)
HEP.periportal_metabolic.urea_onecarbon_secretory (Tier: specific)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
HEP.periportal_metabolic.stress_chaperone (Tier: relevant)
HEP.periportal_metabolic.stress_checkpoint (Tier: relevant)
19 cells — complete matches116234
SUSD301-High0.457.47G1C1—microglia (Tier: relevant)
MAC.microglia_like.phagocytic_redox (Tier: relevant)
118 cells — complete matches2829
KCNT201-High0.4418.89G1C1EPI.pancreatic_islet.delta (L2), NEU.INH_PVALB.metabotropic (L2)—51 cells — complete matches5789
FGD301-High0.425.74G1C1—MAC.LAM (Tier: specific)
MAC.MDM (Tier: specific)
59 cells — complete matches2323
CFHR201-High0.4015.51G1C1HEP.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
FAM120A01-High0.394.72G1C1——7 cells — complete matches1925
MIRLET7A1HG01-High0.394.65G1C1———3139
ENSG0000030486901-High0.3919.05G1C1———2948
ENSG0000030001401-High0.3810.95G1C1———32
ENSG0000023306401-High0.378.98G1C1———32
ENSG0000027017401-High0.379.80G1C1———32
ENSG0000028873201-High0.371.73G1C1———78164
ASPM01-High0.3612.73G1C1B.germinal_center.DZ_M_phase (L2), EPI.esophageal_suprabasal.proliferative_G2M (L2), EPI.ileal_enterocyte_crypt.proliferative_G2M (L2), THYMO.proliferative_G2M (L2)MAC.proliferating (Tier: relevant)
HEP.acute_phase.proliferative (Tier: relevant)
MAC.proliferating.stress (Tier: relevant)
44 cells — complete matches2349
CFHR301-High0.3511.40G1C1HEP.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.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.baseline (Tier: relevant)
HEP.canalicular_transport.sterol_lipid_biosynthesis (Tier: relevant)
HEP.periportal_metabolic.stress_checkpoint (Tier: relevant)
22 cells — complete matches4783
FAM120AOS01-High0.353.55G1C1——B.age_associated.migratory (L2), T.CD4_Tcm.Th2_like (L2)1417
ENSG0000025349601-High0.355.67G1C1———1011
ENSG0000025318401-High0.334.95G1C1———88
ENSG0000029849101-High0.336.62G1C1———1011
ENSG0000028747601-High0.321.91G1C1———44
TUSC301-High0.322.34G1C1—EPI.hepatic_ductular_cholangiocyte.acute_phase_complement (Tier: relevant)29 cells — complete matches1010
SGCZ01-High0.321.71G1C1—FIB.hepatic_stellate_cell (Tier: specific)
NEU.EXC_IT.adhesion (Tier: specific)
FIB.hepatic_stellate_cell.contractile (Tier: relevant)
FIB.hepatic_stellate_cell.fibrogenic (Tier: relevant)
25 cells — complete matches88
FADS202-Medium0.5010.08G1C2——14 cells — complete matches64209
ENSG0000030607002-Medium0.4718.00G1C2———42
CFHR102-Medium0.4417.16G2C1HEP.acute_phase.complement_metabolic (L2)hepatocyte (Tier: specific)
HEP.canalicular_transport (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: specific)
HEP.pericentral_lipoprotein (Tier: relevant)
HEP.canalicular_transport.baseline (Tier: relevant)
HEP.pericentral_lipoprotein.ApoB_coagulation (Tier: relevant)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
14 cells — complete matches5285
FADS302-Medium0.437.23G1C2——12 cells — complete matches2062
FADS102-Medium0.438.31G1C2GRANU.MAST.resting_granule (L2)—22 cells — complete matches63361
C1orf5302-Medium0.4318.32G1C2——34 cells — complete matches922
LHX902-Medium0.4213.96G1C2——FIB.barrier_purinergic (L1S), FIB.perivascular_interface (L1S), FIB.barrier_purinergic.lipid_secretory (L2)01
MIR190802-Medium0.427.45G1C2———63357
FEN102-Medium0.429.30G1C2IPSC.proliferative (L2)MAC.proliferating (Tier: relevant)
HEP.acute_phase.proliferative (Tier: relevant)
32 cells — complete matches40105
MIR61102-Medium0.429.30G1C2———48117
TMEM25802-Medium0.429.30G1C2——5 cells — complete matches77275
ABCA602-Medium0.410.98G1C2FIB.adventitial.baseline (L2), FIB.barrier_purinergic.lipid_secretory (L2), FIB.interstitial.lipid_matrix (L2), FIB.lung_alveolar.stress_interacting (L2), NEU.INH_LAMP5.exc_inh_balance (L2), NEU.INH_PVALB.nuclear_reg (L2)macrophage (Tier: specific)
MAC.MDM (Tier: specific)
MAC.resident_cardiac (Tier: specific)
MAC.resident_repair (Tier: specific)
MAC.MDM.complement_resolving (Tier: specific)
MAC.resident_cardiac.phagocytic_homeostasis (Tier: specific)
MAC.resident_repair.chemokine_angiocrine (Tier: specific)
MAC.resident_iron (Tier: relevant)
MAC.resident_cardiac.inflammatory_reparative (Tier: relevant)
MAC.resident_repair.ECM_stromal_crosstalk (Tier: relevant)
MAC.resident_repair.stress_iron (Tier: relevant)
89 cells — complete matches109193
DNAJC1302-Medium0.416.92G1C2—MONO.CD14.repair_M2_like (Tier: specific)8 cells — complete matches02
HP02-Medium0.403.54G2C1HEP.acute_phase (L1S), EPI.ectocervical_granular.immune_interact (L2), MESO.secretory_structural (L2)macrophage (Tier: specific)
monocyte (Tier: specific)
HEP.acute_phase (Tier: specific)
HEP.canalicular_transport (Tier: specific)
HEP.periportal_metabolic (Tier: specific)
MONO.CD14 (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: specific)
HEP.periportal_metabolic.urea_onecarbon_secretory (Tier: specific)
MAC.alveolar.capillary_interacting (Tier: specific)
HEP.pericentral_lipoprotein (Tier: relevant)
EC.liver_sinusoidal.prostanoid (Tier: relevant)
EPI.hepatic_ductular_cholangiocyte.acute_phase_complement (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.baseline (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_chaperone (Tier: relevant)
HEP.periportal_metabolic.stress_checkpoint (Tier: relevant)
MAC.alveolar.inflammatory (Tier: relevant)
81 cells — complete matches120301
MAN2A102-Medium0.406.99G2C2FIB.hepatic_stellate_cell.inflammatory (L2)GRNLSA.angiocrine_mechanosensory (Tier: relevant)10 cells — complete matches00
DENND1B02-Medium0.3919.01G2C2——7 cells — complete matches729
ENSG0000022533902-Medium0.396.66G2C2———1225
ENSG0000028887902-Medium0.386.34G2C2———1544
HMGA102-Medium0.386.37G1C2CHOND.articular_collagen (L2), THYMO.proliferative_S (L2)—38 cells — complete matches1537
MIR683502-Medium0.386.04G1C2———917
ENSG0000029582102-Medium0.386.27G1C2———48
ENSG0000025706202-Medium0.374.76G2C1———3135
ENSG0000029068502-Medium0.3710.48G2C2———00
FAM120A2P02-Medium0.3710.48G2C2———00
MYRF02-Medium0.379.02G2C2——30 cells — complete matches1785
SMIM2902-Medium0.366.69G1C2——MAC.MDM.inflammatory_phagocytic (L2), MONO.CD14.remodeling (L2), T.CD4_Th2.tissue_adapted (L2)1022
ABCA902-Medium0.360.80G1C2EC.liver_sinusoidal.secretory_lipoprotein (L2), FIB.adventitial.baseline (L2), FIB.interstitial.lipid_matrix (L2)EC.liver_sinusoidal (Tier: specific)41 cells — complete matches102179
ENSG0000030044902-Medium0.351.00G1C2———95170
NEK702-Medium0.359.34G2C2——4 cells — complete matches1031
ABCA9-AS102-Medium0.331.03G1C2——NEU.INH_VIP.enkephalinergic (L2)94168
CYCSP5502-Medium0.336.19G1C2———48
ENSG0000030700902-Medium0.336.19G1C2———48
ENSG0000030005402-Medium0.3316.64G2C1———00
ABCA1002-Medium0.321.15G1C2ASPC.mesothelial_like (L2), FIB.adventitial.baseline (L2), FIB.interstitial.lipid_matrix (L2), FIB.perivascular_interface.vascular_BM_remodelling (L2)—39 cells — complete matches96171
ACAD1102-Medium0.327.00G2C2—MONO.CD14.repair_M2_like (Tier: specific)20 cells — complete matches1022
ACKR402-Medium0.326.81G2C2FIB.reticular.ECM_builder (L2)—43 cells — complete matches1022
UBA502-Medium0.326.37G2C2——4 cells — complete matches24
ENSG0000028926802-Medium0.319.30G2C2———12
HPR02-Medium0.313.33G2C1—hepatocyte (Tier: specific)
HEP.periportal_metabolic (Tier: specific)
HEP.periportal_metabolic.urea_onecarbon_secretory (Tier: specific)
HEP.pericentral_lipoprotein (Tier: relevant)
HEP.pericentral_lipoprotein.ApoB_coagulation (Tier: relevant)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
HEP.periportal_metabolic.stress_chaperone (Tier: relevant)
12 cells — complete matches115263
NUDT302-Medium0.315.35G1C2——T.CD8_Tem (L1S), MAC.resident_iron.stress_tolerogenic (L2), T.CD8_Tem.baseline (L2)1428
ABCA802-Medium0.310.97G1C2ADIPO.thermogenic (L2), FIB.adventitial.baseline (L2), FIB.barrier_purinergic.lipid_secretory (L2), FIB.interstitial.lipid_matrix (L2), FIB.perivascular_interface.vascular_BM_remodelling (L2), FIB.reticular.stromal_niche (L2), FIB.transitioning.secretory_procollagen (L2), GRANU.neutrophil.antiviral_endotoxin (L2), MEL.neurotrophic_migratory (L2)—71 cells — complete matches83140
DHODH02-Medium0.314.30G2C2HEP.periportal_metabolic.acute_phase_barrier (L2)HEP.periportal_metabolic.stress_checkpoint (Tier: relevant)14 cells — complete matches122233
ENSG0000030114502-Medium0.301.07G1C2———3451
ZBTB4102-Medium0.2914.04G2C2—FIB.hepatic_stellate_cell.fibrogenic (Tier: relevant)19 cells — complete matches00
ABCA502-Medium0.290.78G1C2——5 cells — complete matches3662
NPHP302-Medium0.285.67G2C2FIB.adventitial.mechano_chemo_sensing (L2), T.CD4_Tcm.migratory_cilium (L2)—12 cells — complete matches00
NPHP3-ACAD1102-Medium0.285.22G2C2——10 cells — complete matches00
ENSG0000029012702-Medium0.2813.46G2C2———00
PTPRC02-Medium0.2710.42G2C2MONO.CD16.baseline (L2), MONO.CD16.patrolling (L2), THYMO.DP_early (L2)macrophage (Tier: specific)
monocyte (Tier: specific)
MAC.kupffer (Tier: specific)
MAC.LAM (Tier: specific)
MAC.MDM (Tier: specific)
MAC.resident_cardiac (Tier: specific)
MAC.resident_repair (Tier: specific)
MONO.CD14 (Tier: specific)
MAC.MDM.complement_resolving (Tier: specific)
MAC.resident_cardiac.phagocytic_homeostasis (Tier: specific)
MAC.resident_repair.chemokine_angiocrine (Tier: specific)
microglia (Tier: relevant)
MAC.resident_iron (Tier: relevant)
MAC.MDM.LAM_like (Tier: relevant)
MAC.microglia_like.phagocytic_redox (Tier: relevant)
MAC.resident_cardiac.inflammatory_reparative (Tier: relevant)
172 cells — complete matches1491
ENSG0000029623602-Medium0.275.43G1C2———24
MYRF-AS102-Medium0.275.33G2C2———54
ACP302-Medium0.275.03G2C2———00
DHX3802-Medium0.263.06G2C1——4 cells — complete matches105230
FAM66D02-Medium0.262.91G2C1——7 cells — complete matches82307
ENSG0000030249002-Medium0.267.39G2C2———00
ENSG0000029643002-Medium0.255.05G2C2———00
ENSG0000031052502-Medium0.252.96G2C1———104231
TXNL4B02-Medium0.252.96G2C1PLAT.megakaryocytic (L2)—12 cells — complete matches104231
SLCO1B3-SLCO1B702-Medium0.252.62G2C1———57
LANCL102-Medium0.251.67G2C1NEU.INH_PVALB.fastspike (L2)—9 cells — complete matches3369
NPHP3-AS102-Medium0.243.60G2C2——6 cells — complete matches12
ENSG0000022388102-Medium0.238.00G2C2———1388
ENSG0000030570602-Medium0.236.28G2C2———00
PMFBP102-Medium0.233.55G2C1—MAC.LAM (Tier: specific)
MAC.proliferating.stress (Tier: relevant)
MAC.resident_repair.lipid_phagocytic (Tier: relevant)
11 cells — complete matches105226
ENSG0000028993702-Medium0.233.89G2C1———115271
SLCO1B102-Medium0.234.54G2C1—hepatocyte (Tier: specific)
HEP.periportal_metabolic (Tier: specific)
HEP.periportal_metabolic.urea_onecarbon_secretory (Tier: specific)
HEP.canalicular_transport.baseline (Tier: relevant)
HEP.canalicular_transport.sterol_lipid_biosynthesis (Tier: relevant)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
HEP.periportal_metabolic.stress_chaperone (Tier: relevant)
13 cells — complete matches70227
IAPP02-Medium0.223.01G2C1——5 cells — complete matches89
SLCO1A202-Medium0.223.34G2C1——7 cells — complete matches1817
CPNE402-Medium0.212.23G2C2——9 cells — complete matches11
ENSG0000030326402-Medium0.194.77G2C2———00
SLCO1B302-Medium0.190.37G2C1HEP.canalicular_transport.inflammatory (L2), HEP.periportal_metabolic.xenobiotic_detox (L2)hepatocyte (Tier: specific)
HEP.acute_phase (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: specific)
HEP.periportal_metabolic.urea_onecarbon_secretory (Tier: specific)
HEP.acute_phase.complement_antiviral (Tier: relevant)
HEP.acute_phase.inflammatory (Tier: relevant)
HEP.periportal_metabolic.stress_chaperone (Tier: relevant)
10 cells — complete matches2534
TMEM23202-Medium0.165.35G2C2——13 cells — complete matches00
FER02-Medium0.121.74G2C2——5 cells — complete matches1239
PJA202-Medium0.110.72G2C2——T.CD4_cytotoxic (L1S), T.CD4_Tcm.APC_mimicry (L2), T.CD4_cytotoxic.NK_adapted (L2)26

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.