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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.

GCST90468614 · All tissues

CD276 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: CD276 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)
1adipose_stem_and_progenitor_cell3.98Nominal1.10e-221.19Other327954
2hepatocyte2.72Nonsignificant4.94e-031.06Other1,5153,822
3epithelial_cell2.47Nonsignificant4.98e-191.11Other2447
4platelet2.10Nonsignificant—1.02Other85104
5chondrocyte2.10Nonsignificant0.271.09Other5481,069
6astrocyte1.71Nonsignificant1.000.99Other2561,203
7fibroblast1.54Nonsignificant1.000.97Other184826
8endothelial_cell1.25Nonsignificant1.001.00Other373974
9granulosa_cell0.86Nonsignificant1.000.94Other293670
10mesothelial_cell0.74Nonsignificant1.001.02Other636
11plasma_cell0.55Nonsignificant1.000.90Other1724
12B_cell0.37Nonsignificant1.000.86Other356694
13melanocyte0.35Nonsignificant1.000.85Other97309
14adipocyte0.27Nonsignificant1.000.88Other33111
15pericyte0.22Nonsignificant1.000.82Other128517
16smooth_muscle_cell0.21Nonsignificant1.000.82Other27139
17granulocyte0.18Nonsignificant1.000.79Other56
18muscle_stem_cell0.13Nonsignificant1.000.78Other727
19dendritic_cell0.11Nonsignificant1.000.91Other496724
20macrophage0.09Nonsignificant1.000.74Other8131,732
21cardiomyocyte0.05Nonsignificant1.000.72Other5332,045
22induced_pluripotent_stem_cell0.03Nonsignificant1.000.76Other00
23schwann_cell0.03Nonsignificant1.000.76Other1057
24T_cell0.02Nonsignificant1.000.59Other470959
25microglia0.02Nonsignificant1.000.64Other61129
26haematopoietic_progenitor_cell0.01Nonsignificant1.000.66Other262502
27natural_killer_cell8.00e-03Nonsignificant1.000.70Other1,2042,052
28monocyte6.89e-03Nonsignificant1.000.80Other2,1763,871
29innate_lymphoid_cell_26.57e-03Nonsignificant1.000.79Other38
30thymocyte3.46e-03Nonsignificant1.000.61Other168512
31neuron1.54e-03Nonsignificant1.000.53Other3301,328
32oligodendrocyte_precursor_cell3.53e-04Nonsignificant1.000.43Other4611,454
33oligodendrocyte2.06e-04Nonsignificant1.000.62Other3851,507
34skeletal_muscle_cell1.20e-04Nonsignificant1.000.38Other9442,600

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1EPI.renal_distal_tubule20.03Significant0.231.22Specific133361
2EPI.renal_immature_ureteric_bud18.50Significant0.161.17Specific217569
3EPI.renal_thick_ascending_limb16.51Significant2.10e-041.20Specific4531,153
4EPI.intrahepatic_cholangiocyte_defense10.17Significant—1.36Relevant813
5EPI.renal_principal_cell8.96Significant0.221.15Specific207403
6FIB.barrier_secretory7.97Significant0.041.51Relevant81228
7EPI.renal_intercalated_cell_type_A7.78Significant1.001.10Relevant67142
8EPI.intrahepatic_cholangiocyte_transport7.63Significant—1.27Relevant1242
9HEP.periportal_metabolic5.26Nominal9.15e-492.08Other1,7504,427
10EPI.endocervical_secretory4.74Nominal—0.03Other00
11ASPC.adipose_stem_and_progenitor_cell3.98Nominal——Other324930
12EPI.bile_duct_cholangiocyte3.59Nominal1.000.99Other3760
13FIB.interstitial2.97Nonsignificant6.38e-141.45Other288940
14EPI.renal_intercalated_cell_type_B2.87Nonsignificant—0.97Other67
15EPI.renal_proximal_tubule2.59Nonsignificant1.001.06Other525806
16FIB.suburothelial2.36Nonsignificant0.171.26Other122432
17PLAT.platelet2.10Nonsignificant—0.00Other3853
18CHOND.chondrocyte2.10Nonsignificant——Other519730
19EC.venous1.91Nonsignificant2.24e-111.48Other5161,387
20ASTRO.astrocyte1.71Nonsignificant——Other2281,111
21EPI.hepatic_ductular_cholangiocyte1.67Nonsignificant1.000.90Other83243
22EPI.salivary_mucous_acinar1.65Nonsignificant1.001.00Other6391,189
23EC.heart_remodeling1.61Nonsignificant1.05e-031.36Other5691,594
24EPI.pancreatic_ductal_mucinous1.60Nonsignificant1.000.92Other219430
25HEP.acute_phase1.40Nonsignificant1.000.30Other1,4413,641
26B.age_associated1.40Nonsignificant4.42e-041.64Other207350
27EC.capillary1.18Nonsignificant0.321.08Other5141,635
28EPI.extrahepatic_cholangiocyte1.12Nonsignificant—0.64Other3771
29HEP.canalicular_transport1.12Nonsignificant1.000.06Other1,2903,434
30EPI.salivary_duct_excretory1.10Nonsignificant1.000.87Other85180
31EPI.gastric_foveolar1.06Nonsignificant—0.63Other00
32EPI.salivary_intercalated_defense0.99Nonsignificant1.000.87Other81161
33HEP.pericentral_lipoprotein0.96Nonsignificant—0.00Other00
34EPI.lung_club_secretory0.94Nonsignificant1.000.83Other514
35EPI.colonic_enteroendocrine0.89Nonsignificant—0.42Other11
36GRNLSA.granulosa_cell0.86Nonsignificant——Other2570
37MESO.mesothelial_cell0.74Nonsignificant——Other218
38FIB.adventitial0.74Nonsignificant1.000.47Other2681,447
39EPI.pancreatic_islet0.70Nonsignificant1.000.87Other52132
40FIB.barrier_purinergic0.62Nonsignificant—0.00Other13
41DC.pDC0.61Nonsignificant1.07e-031.20Other4961,028
42FIB.reticular0.58Nonsignificant1.000.59Other1987
43PC.IgA_muocsal0.55Nonsignificant0.810.83Other1831
44PC.IgG_systemic0.55Nonsignificant0.401.17Other4160
45FIB.perivascular_interface0.55Nonsignificant1.000.54Other00
46EC.arterial0.54Nonsignificant1.000.42Other356885
47B.memory0.51Nonsignificant3.42e-071.42Other442882
48FIB.transitioning0.50Nonsignificant1.000.64Other172497
49EC.lymphatic0.44Nonsignificant1.000.50Other630998
50EPI.ectocervical_granular0.43Nonsignificant—0.00Other1123
51EPI.colonic_tuft0.43Nonsignificant—0.37Other724
52FIB.tracheal_subepithelial0.37Nonsignificant—0.00Other00
53GRANU.neutrophil0.35Nonsignificant0.011.81Other1,2352,649
54MEL.melanocyte0.35Nonsignificant——Other79242
55EPI.pancreatic_ductal_bicarbonate0.34Nonsignificant1.000.72Other131548
56EPI.ileal_goblet0.31Nonsignificant1.000.77Other181432
57MAC.resident_cardiac0.30Nonsignificant0.071.18Other4851,074
58EPI.pancreatic_ductal_progenitor0.29Nonsignificant1.000.74Other234873
59ADIPO.adipocyte0.27Nonsignificant——Other2062
60EPI.salivary_serous_acinar0.27Nonsignificant1.000.78Other233531
61EPI.tracheal_submucosal_gland0.26Nonsignificant—0.26Other00
62EPI.ileal_enterocyte_absorptive0.25Nonsignificant1.000.72Other118338
63B.naive0.22Nonsignificant1.000.28Other307595
64FIB.neurolectin_mucosa0.22Nonsignificant1.000.17Other133394
65PERI.pericyte0.22Nonsignificant——Other1170
66SMC.smooth_muscle_cell0.21Nonsignificant——Other20101
67EPI.lung_multiciliated0.19Nonsignificant1.000.72Other1649
68FIB.skin_neurosecretory0.18Nonsignificant—0.00Other00
69EC.liver_sinusoidal0.18Nonsignificant1.000.27Other1,0831,925
70EPI.alveolar_type_20.14Nonsignificant1.000.66Other8131,853
71EPI.ileal_bile_transport0.14Nonsignificant1.000.68Other6193
72B.germinal_center0.14Nonsignificant1.000.63Other233655
73MUSC.muscle_stem_cell0.13Nonsignificant——Other418
74EPI.pancreatic_ductal_perivascular0.13Nonsignificant1.000.71Other430
75EPI.salivary_myoepithelial0.12Nonsignificant1.000.59Other191714
76EPI.tracheal_suprabasal0.12Nonsignificant1.000.76Other2956
77EPI.thymic_medullary0.11Nonsignificant1.000.52Other26133
78T.CD4_Trm0.10Nonsignificant0.021.09Other176363
79EPI.salivary_duct_ion_transport0.08Nonsignificant1.000.60Other511
80MAC.resident_iron0.08Nonsignificant1.000.99Other1621
81GRANU.MAST0.08Nonsignificant1.000.00Other56
82MAC.LAM0.07Nonsignificant1.001.01Other9142,064
83T.gamma_delta0.07Nonsignificant3.68e-031.13Other5881,078
84EPI.ileal_enterocyte_crypt0.07Nonsignificant1.000.55Other67113
85MAC.microglia_like0.06Nonsignificant1.001.03Other124179
86FIB.hepatic_stellate_cell0.06Nonsignificant—0.00Other64252
87FIB.lung_alveolar0.05Nonsignificant—0.00Other615
88T.CD8_Trm0.05Nonsignificant0.591.02Other211346
89T.CD4_transitional0.05Nonsignificant0.441.05Other48110
90CM.cardiomyocyte0.05Nonsignificant——Other5242,032
91FIB.skin_tenogenic0.04Nonsignificant—0.00Other108227
92EPI.skin_hair_follicle_companion0.04Nonsignificant—0.00Other812
93T.CD8_naive0.04Nonsignificant0.431.03Other317708
94DC.cDC10.04Nonsignificant1.000.95Other55112
95EPI.skin_appendage_keratinocyte0.04Nonsignificant1.000.51Other87222
96IPSC.induced_pluripotent_stem_cell0.03Nonsignificant——Other00
97SCHWN.schwann_cell0.03Nonsignificant——Other733
98EPI.skin_hair_follicle_bulge0.03Nonsignificant1.000.61Other51178
99MAC.resident_repair0.02Nonsignificant1.000.74Other7961,426
100T.CD8_Tcm0.02Nonsignificant0.031.11Other460926
101MG.microglia0.02Nonsignificant——Other490
102NEU.EXC_SYT20.02Nonsignificant—0.77Other4077
103EPI.tracheal_basal0.02Nonsignificant1.000.44Other3981,120
104T.MAIT0.01Nonsignificant1.000.98Other469855
105EPI.cervical_suprabasal0.01Nonsignificant—0.00Other1450
106T.CD4_Tfh0.01Nonsignificant0.981.00Other4745
107MAC.kupffer0.01Nonsignificant1.000.78Other189530
108T.CD8_Tem0.01Nonsignificant0.031.06Other1,0831,857
109T.CD8_transitional0.01Nonsignificant0.431.03Other497932
110MAC.MDM0.01Nonsignificant1.000.73Other623986
111HPC.haematopoietic_progenitor_cell0.01Nonsignificant——Other211370
112DC.mig9.83e-03Nonsignificant—0.49Other89156
113T.CD4_Th29.52e-03Nonsignificant—0.88Other12
114EPI.skin_keratinocyte_progenitor8.86e-03Nonsignificant—0.00Other03
115MONO.CD168.52e-03Nonsignificant0.531.01Other1,3041,835
116NK.natural_killer_cell8.00e-03Nonsignificant——Other1,2042,045
117FIB.skin_papillary7.15e-03Nonsignificant—0.00Other00
118EPI.alveolar_type_16.74e-03Nonsignificant1.000.43Other26101
119EPI.esophageal_basal6.66e-03Nonsignificant1.000.45Other410
120MONO.CD146.58e-03Nonsignificant0.531.00Other2,2944,139
121ILC2.innate_lymphoid_cell_26.57e-03Nonsignificant——Other20
122DC.cDC26.49e-03Nonsignificant1.000.25Other1,1891,793
123T.CD4_Treg6.00e-03Nonsignificant1.000.93Other244511
124MAC.proliferating5.68e-03Nonsignificant1.000.58Other87253
125EPI.colonocyte4.62e-03Nonsignificant1.000.41Other294815
126EPI.esophageal_suprabasal4.39e-03Nonsignificant1.000.32Other158404
127THYMO.thymocyte3.46e-03Nonsignificant——Other163495
128T.CD4_naive3.45e-03Nonsignificant1.000.85Other399866
129T.CD4_Th172.71e-03Nonsignificant1.000.92Other421794
130EPI.pancreatic_acinar2.39e-03Nonsignificant1.000.23Other4291,475
131FIB.skin_sheath1.92e-03Nonsignificant1.000.00Other49118
132NEU.EXC_IT1.67e-03Nonsignificant0.891.05Other411192
133NEU.INH_VIP1.32e-03Nonsignificant0.891.03Other241366
134T.CD4_Tcm1.21e-03Nonsignificant1.000.82Other494988
135EPI.skin_sebaceous_duct_luminal1.11e-03Nonsignificant1.000.32Other100249
136NEU.EXC_CT9.98e-04Nonsignificant0.890.99Other362384
137T.CD4_Tem8.90e-04Nonsignificant1.000.77Other365697
138EPI.skin_sweat_duct_keratinocyte7.44e-04Nonsignificant1.000.21Other146301
139T.CD4_cytotoxic4.13e-04Nonsignificant1.000.73Other8551,493
140OPC.oligodendrocyte_precursor_cell3.53e-04Nonsignificant——Other4131,269
141EPI.skin_interfollicular_spinous3.46e-04Nonsignificant1.000.15Other260563
142NEU.INH_LAMP52.74e-04Nonsignificant0.980.68Other263532
143EPI.skin_keratinocyte_basal2.49e-04Nonsignificant—0.00Other1326
144OLG.oligodendrocyte2.06e-04Nonsignificant——Other3841,397
145NEU.INH_PVALB1.98e-04Nonsignificant0.980.67Other193183
146SKM.type_2_fast1.62e-04Nonsignificant0.161.09Other9722,639
147EPI.skin_follicular_keratinizing6.74e-05Nonsignificant1.000.07Other3081
148SKM.type_1_slow6.31e-05Nonsignificant0.930.87Other9232,478
149EPI.thymic_cortical3.91e-05Nonsignificant1.000.28Other442824
150MAC.alveolar1.31e-05Nonsignificant1.000.13Other1,4323,122
151NEU.EXC_NTNG13.41e-06Nonsignificant—0.00Other00
152EPI.skin_keratinocyte_proliferating2.34e-06Nonsignificant1.000.02Other4776

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1EPI.renal_thick_ascending_limb.barrier_repair34.41Significant1.45e-031.97Specific141284
2EPI.renal_distal_tubule.immune_modulatory30.19Significant—1.16Relevant00
3EPI.renal_immature_ureteric_bud.defense_secretory23.57Significant0.461.31—4576
4EPI.renal_distal_tubule.stress21.41Significant—0.18Relevant00
5EPI.renal_thick_ascending_limb.remodeling18.48Significant0.061.55—15292
6EPI.renal_distal_tubule.ion_transport17.93Significant—0.00—00
7EPI.renal_distal_tubule.repair17.92Significant—0.00Relevant34102
8EPI.renal_immature_ureteric_bud.osmoprotective16.74Significant0.880.54—12644
9EPI.renal_intercalated_cell_type_A.PC_transitional16.39Significant—0.99Specific203407
10EPI.intrahepatic_cholangiocyte_defense.secretory_barrier13.42Significant—0.73—00
11EPI.renal_principal_cell.inflammatory13.34Significant0.052.11Relevant74157
12EPI.renal_thick_ascending_limb.canonical_salt_transporter11.86Significant1.000.77—322317
13EPI.renal_thick_ascending_limb.cation_flux10.54Significant1.000.33Relevant5795
14EPI.intrahepatic_cholangiocyte_transport.mucin_secretory10.37Significant—1.15—00
15EPI.renal_principal_cell.intercalated_like9.92Significant0.151.78—6366
16FIB.barrier_secretory.remodeling9.23Significant—0.64—00
17EPI.renal_principal_cell.injury_repair9.19Significant0.980.88—269
18HEP.periportal_metabolic.urea_onecarbon_secretory7.88Significant1.55e-112.87Specific1,3323,053
19EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo7.87Significant—0.00—00
20ASPC.stem_like_progenitor7.14Significant1.58e-102.87Specific300842
21EPI.endocervical_secretory.secretory_translocon7.08Significant—0.67Relevant00
22FIB.barrier_secretory.homeostasis7.06Significant—0.00—00
23ASPC.signal_integrator6.84Significant—0.86Relevant00
24EPI.renal_principal_cell.activated_acute6.54Significant0.980.04Relevant2959
25EPI.renal_principal_cell.canonical_vasopressin6.52Significant0.980.12—20
26HEP.periportal_metabolic.apolipoprotein_secretory6.51Significant0.241.58Relevant43110
27EPI.intrahepatic_cholangiocyte_defense.raft_maturation6.44Significant—0.00Relevant00
28FIB.interstitial.lipid_matrix5.59Significant1.32e-071.94Other258191
29EPI.renal_intercalated_cell_type_A.acid_secretion5.32Nominal1.000.00Other126
30PLAT.megakaryocytic5.28Nominal—0.97Other00
31HEP.periportal_metabolic.canonical_urea_cycle5.28Nominal0.721.07Other1,464269
32HEP.periportal_metabolic.xenobiotic_detox5.19Nominal0.491.23Other1,440139
33EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling4.64Nominal—0.00Other00
34EPI.bile_duct_cholangiocyte.inflammatory_APC4.38Nominal—0.07Other20
35ASTRO.A1_reactive4.36Nominal2.23e-061.84Other433394
36ASPC.mesothelial_like4.35Nominal1.001.39Other143486
37EC.heart_remodeling.angiocrine4.22Nominal5.29e-051.41Other182525
38ASPC.baseline4.11Nominal1.001.04Other363170
39FIB.interstitial.stress_secretory4.11Nominal0.871.05Other9256
40HEP.periportal_metabolic.stress_chaperone4.08Nominal—0.00Other66128
41EPI.salivary_serous_acinar.seromucous_like4.03Nominal—2.23Other00
42ASPC.activated4.02Nominal1.000.89Other164162
43ASPC.niche_keeping_progenitor3.89Nominal1.000.87Other52219
44EPI.hepatic_ductular_cholangiocyte.ion_transport3.80Nominal—1.86Other00
45ASPC.secretory3.76Nominal1.000.76Other765
46HEP.periportal_metabolic.acute_phase_barrier3.73Nominal1.000.21Other533138
47ASPC.preadipocyte_lipid_primed3.72Nominal1.000.81Other331129
48HEP.periportal_metabolic.inflammatory_activated3.68Nominal1.000.22Other7121,610
49ASPC.inflammatory3.65Nominal1.000.98Other2161
50EPI.renal_thick_ascending_limb.salt_sensing3.59Nominal1.000.00Other73103
51EC.venous.adipose_lipid3.52Nominal9.11e-031.68Other254476
52ASPC.proliferative3.20Nominal1.001.08Other3385
53EPI.pancreatic_ductal_mucinous.proliferative_gastric_like3.17Nominal—1.14Other00
54ASPC.remodeling3.09Nominal1.000.39Other106354
55FIB.interstitial.mesenchymal_APC2.88Nonsignificant0.871.04Other8133
56EPI.renal_intercalated_cell_type_B.baseline2.87Nonsignificant—0.00Other31
57EPI.hepatic_ductular_cholangiocyte.secretory_transport2.86Nonsignificant—1.05Other00
58EPI.bile_duct_cholangiocyte.secretory_mucin2.74Nonsignificant—0.00Other712
59CHOND.activated_fibro_like2.66Nonsignificant2.65e-052.39Other531188
60CHOND.remodeling2.65Nonsignificant—0.45Other50
61EPI.renal_proximal_tubule.detox_antioxidant2.64Nonsignificant0.161.86Other39477
62HEP.periportal_metabolic.stress_checkpoint2.54Nonsignificant1.000.00Other234786
63FIB.suburothelial.contractile_myofibroblast2.54Nonsignificant—0.42Other90
64EPI.renal_proximal_tubule.onecarbon_peroxisome2.53Nonsignificant0.770.54Other5889
65FIB.suburothelial.homeostasis_matrix2.52Nonsignificant0.761.18Other258921
66EPI.lung_club_secretory.inflammatory2.49Nonsignificant—1.47Other00
67FIB.suburothelial.inflammatory_prostanoid2.48Nonsignificant—0.54Other00
68ASTRO.neuromodulatory2.47Nonsignificant0.531.21Other34172
69EC.venous.quiescent_homeostatic2.46Nonsignificant0.331.27Other456360
70HEP.canalicular_transport.secretory_ERAD_UPR2.44Nonsignificant4.26e-031.73Other23228
71EC.capillary.postcap_venule2.36Nonsignificant8.44e-041.66Other355261
72EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate2.27Nonsignificant—0.62Other00
73FIB.interstitial.immune_interact2.19Nonsignificant1.000.73Other121
74ASTRO.stress_acute2.19Nonsignificant0.531.25Other6056
75EPI.colonic_enteroendocrine.Lcell_peptide2.18Nonsignificant—0.97Other00
76FIB.adventitial.PI16_matrix2.14Nonsignificant1.20e-031.55Other7090
77EPI.salivary_serous_acinar.quiescent2.09Nonsignificant0.061.24Other178493
78FIB.suburothelial.urothelial_interface2.09Nonsignificant1.000.00Other98
79HEP.acute_phase.baseline2.07Nonsignificant4.37e-041.65Other94619
80EC.venous.baseline1.95Nonsignificant0.980.94Other346807
81EPI.hepatic_ductular_cholangiocyte.barrier_chemokine1.87Nonsignificant—0.35Other69
82CHOND.articular_collagen1.83Nonsignificant0.990.48Other551266
83HEP.canalicular_transport.sterol_lipid_biosynthesis1.81Nonsignificant—0.82Other1020
84B.age_associated.activated1.75Nonsignificant—0.72Other1822
85ASPC.adipocyte_capillary_interface1.70Nonsignificant1.000.02Other2154
86EPI.ectocervical_granular.immune_interact1.69Nonsignificant—1.15Other00
87EPI.pancreatic_islet.alpha1.66Nonsignificant—0.94Other152330
88EPI.salivary_mucous_acinar.baseline1.65Nonsignificant——Other394683
89FIB.interstitial.mesenchymal_regulator1.62Nonsignificant1.000.56Other44
90B.age_associated.naive_transitional1.61Nonsignificant—0.43Other00
91EC.venous.cardiac_structural1.61Nonsignificant0.980.55Other102229
92ASTRO.A2_reactive1.60Nonsignificant1.000.93Other1037
93FIB.adventitial.adhesion_lipid1.59Nonsignificant0.741.26Other58209
94EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit1.53Nonsignificant—0.35Other00
95GRNLSA.EMT_insulin_signaling1.52Nonsignificant0.291.61Other4784
96EPI.extrahepatic_cholangiocyte.mucin_secretory1.51Nonsignificant—0.73Other00
97EC.lymphatic.valve1.49Nonsignificant—1.70Other00
98EPI.pancreatic_ductal_bicarbonate.junctional_remodel1.48Nonsignificant—1.36Other49237
99FIB.reticular.ECM_builder1.45Nonsignificant—0.67Other00
100MESO.antiviral1.39Nonsignificant—0.49Other38
101EC.capillary.stress1.39Nonsignificant0.541.20Other4436
102HEP.acute_phase.stress_secretory1.37Nonsignificant1.001.08Other263
103HEP.canalicular_transport.baseline1.33Nonsignificant0.980.96Other199477
104CHOND.pro_inflammatory1.32Nonsignificant0.990.10Other181351
105EC.capillary.migratory1.27Nonsignificant0.901.09Other181509
106HEP.acute_phase.complement_metabolic1.24Nonsignificant1.000.90Other1,4233,464
107FIB.interstitial.remodeling1.19Nonsignificant1.000.15Other319
108EPI.pancreatic_ductal_mucinous.mucin_rich_barrier1.18Nonsignificant0.940.19Other4491,034
109EPI.salivary_duct_excretory.baseline1.17Nonsignificant0.251.51Other2357
110EPI.hepatic_ductular_cholangiocyte.acute_phase_complement1.17Nonsignificant—0.00Other00
111HEP.canalicular_transport.ductular_like_transition1.16Nonsignificant0.981.06Other40087
112ASTRO.hypoxia_angiogenic1.13Nonsignificant1.000.74Other518
113EC.capillary.angiocrine1.12Nonsignificant1.000.87Other250630
114GRNLSA.secretory_remodeling1.08Nonsignificant0.441.37Other9025
115EPI.gastric_foveolar.baseline1.06Nonsignificant—0.00Other00
116EPI.salivary_intercalated_defense.inflammatory1.06Nonsignificant0.471.01Other152360
117EC.capillary.baseline1.06Nonsignificant1.000.88Other246560
118HEP.pericentral_lipoprotein.UPR_redox1.05Nonsignificant—0.67Other00
119EC.venous.activated1.04Nonsignificant0.980.59Other247752
120B.age_associated.migratory1.02Nonsignificant1.000.00Other22
121EPI.pancreatic_ductal_mucinous.remodeling_channel_rich1.01Nonsignificant—0.00Other00
122HEP.acute_phase.hypoxia_lipid1.00Nonsignificant—0.18Other00
123FIB.barrier_purinergic.stress_GF_binding0.97Nonsignificant—0.97Other00
124EC.capillary.angiogenic_tip0.96Nonsignificant1.000.75Other186218
125EC.venous.remodeling_stalk0.96Nonsignificant0.980.73Other559566
126HEP.canalicular_transport.inflammatory0.96Nonsignificant0.980.77Other1,335194
127PC.IgG_systemic.secretory0.94Nonsignificant0.141.42Other00
128EPI.salivary_intercalated_defense.canonical_antimicrobial0.93Nonsignificant0.471.09Other1122
129GRNLSA.lipid_hypoxia0.93Nonsignificant0.890.77Other280
130EPI.salivary_duct_excretory.stress0.93Nonsignificant0.880.45Other3368
131HEP.canalicular_transport.injury_stress0.92Nonsignificant0.980.73Other28924
132EPI.hepatic_ductular_cholangiocyte.polarity0.92Nonsignificant—0.00Other00
133ASTRO.immature_lipid0.89Nonsignificant1.000.54Other23113
134HEP.acute_phase.proliferative0.88Nonsignificant—0.00Other46
135HEP.pericentral_lipoprotein.ApoB_coagulation0.87Nonsignificant—0.00Other00
136FIB.perivascular_interface.lipid_shuttle0.85Nonsignificant—0.97Other51170
137GRNLSA.stress_metabolic0.81Nonsignificant—0.09Other12
138ASTRO.stress_mito0.81Nonsignificant1.000.40Other47110
139EPI.salivary_intercalated_defense.basal_EMT0.81Nonsignificant—0.00Other00
140FIB.reticular.stress_metallothionein0.76Nonsignificant—0.41Other332
141HEP.acute_phase.complement_antiviral0.76Nonsignificant1.000.42Other377751
142EC.capillary.activated0.75Nonsignificant1.000.61Other25
143EC.arterial.arteriole_interface0.75Nonsignificant0.471.15Other3112
144EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion0.73Nonsignificant—0.00Other53
145EPI.salivary_myoepithelial.contractile_repair0.72Nonsignificant—1.09Other39
146EPI.extrahepatic_cholangiocyte.barrier_interface0.71Nonsignificant—0.00Other00
147MESO.activated_migratory0.71Nonsignificant—0.00Other00
148EPI.lung_club_secretory.ciliogenesis_axoneme0.71Nonsignificant—0.00Other00
149PC.IgG_systemic.stress0.71Nonsignificant—0.50Other15
150EC.arterial.homeostatic0.69Nonsignificant0.781.02Other243
151PC.IgA_muocsal.baseline0.69Nonsignificant0.311.23Other35
152EC.arterial.metabolic0.68Nonsignificant0.301.24Other195159
153B.memory.pDC_imprint0.68Nonsignificant0.621.20Other157103
154IPSC.mesodermal_primed0.67Nonsignificant0.601.11Other00
155GRNLSA.proliferative_migratory0.67Nonsignificant0.890.56Other248292
156GRNLSA.chemokine_mechanosensory0.67Nonsignificant0.890.83Other10
157FIB.adventitial.activated_remodelling0.66Nonsignificant—0.81Other141319
158GRNLSA.p53_damage0.66Nonsignificant—0.00Other1310
159DC.pDC.poised_migratory0.66Nonsignificant0.791.00Other5495
160EPI.pancreatic_ductal_bicarbonate.barrier_mucin0.63Nonsignificant0.031.31Other219533
161MESO.baseline0.62Nonsignificant0.670.89Other06
162EC.capillary.inflammatory0.62Nonsignificant1.000.45Other2751
163EC.arterial.inflammatory0.61Nonsignificant0.301.27Other6350
164EC.heart_remodeling.capillary_metabolic0.61Nonsignificant0.990.97Other54414
165EC.heart_remodeling.translation_boost0.61Nonsignificant—0.00Other00
166HEP.canalicular_transport.pericentral_like_hypoxia0.60Nonsignificant0.980.53Other3268
167DC.pDC.baseline0.59Nonsignificant0.790.89Other88123
168DC.pDC.immature_metabolic0.59Nonsignificant0.790.63Other78124
169PC.IgA_muocsal.activated0.59Nonsignificant0.311.17Other178
170B.memory.baseline0.59Nonsignificant0.271.26Other47299
171GRANU.neutrophil.primed_degranulation0.58Nonsignificant—0.90Other00
172FIB.transitioning.matrix_stress0.58Nonsignificant—0.45Other47138
173EC.lymphatic.tip_migratory0.58Nonsignificant0.381.68Other2337
174EPI.hepatic_ductular_cholangiocyte.stress0.57Nonsignificant—0.00Other00
175B.memory.migratory0.57Nonsignificant0.691.05Other123208
176ASTRO.synaptic_interaction0.54Nonsignificant1.000.03Other76334
177MEL.mature_oxidative_traffic0.54Nonsignificant3.57e-042.18Other247285
178GRNLSA.cholesterol_mevalonate0.54Nonsignificant0.890.63Other94
179FIB.transitioning.secretory_procollagen0.54Nonsignificant—0.14Other00
180FIB.transitioning.motility_remodelling0.54Nonsignificant—3.33e-16Other00
181EPI.colonic_tuft.homeostatic0.53Nonsignificant—0.00Other00
182EC.arterial.mito_contact0.53Nonsignificant0.301.38Other145
183FIB.adventitial.mechano_chemo_sensing0.53Nonsignificant0.781.12Other135524
184MESO.secretory_structural0.52Nonsignificant—0.00Other00
185CHOND.angiogenic0.51Nonsignificant—0.00Other00
186EPI.lung_club_secretory.canonical_surfactant0.50Nonsignificant—0.00Other74104
187B.naive.metabolic0.50Nonsignificant0.071.34Other5079
188EC.heart_remodeling.remodeling_secretory0.49Nonsignificant0.990.71Other6051,341
189ASTRO.homeostatic0.49Nonsignificant1.000.23Other200431
190MEL.dedifferentiated_migratory0.47Nonsignificant—0.52Other00
191HEP.acute_phase.inflammatory0.47Nonsignificant1.000.02Other382649
192ADIPO.hypoxia_remodelling0.47Nonsignificant—0.33Other29105
193EC.liver_sinusoidal.secretory_lipoprotein0.46Nonsignificant0.041.36Other12070
194EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.45Nonsignificant—0.00Other00
195EPI.ectocervical_granular.inflammatory0.45Nonsignificant—0.32Other00
196PC.IgA_muocsal.migratory0.45Nonsignificant0.980.66Other41
197EPI.lung_club_secretory.ciliogenesis_primed0.44Nonsignificant—0.00Other00
198EC.arterial.angiogenic_tip0.44Nonsignificant—0.00Other3037
199EC.arterial.elastic0.43Nonsignificant0.990.71Other2245
200MAC.resident_iron.stress_tolerogenic0.42Nonsignificant—1.44Other00
201FIB.reticular.immune_interface0.42Nonsignificant—0.15Other16
202EC.lymphatic.activated0.40Nonsignificant0.661.22Other4773
203EPI.tracheal_submucosal_gland.ductal_luminal0.39Nonsignificant—0.73Other00
204T.CD4_Trm.helper_like0.38Nonsignificant0.661.13Other84147
205FIB.transitioning.ISG_primed_interface0.38Nonsignificant—0.00Other1780
206MAC.resident_cardiac.phagocytic_homeostasis0.38Nonsignificant0.521.17Other5641,221
207FIB.adventitial.inflammatory_activated0.38Nonsignificant1.000.81Other100473
208T.CD4_Trm.activated0.38Nonsignificant0.661.15Other3226
209ADIPO.thermogenic0.37Nonsignificant—0.78Other00
210FIB.tracheal_subepithelial.baseline0.37Nonsignificant—0.00Other00
211EC.heart_remodeling.perivascular0.37Nonsignificant0.990.62Other124408
212EPI.ileal_goblet.baseline0.37Nonsignificant0.241.62Other162
213FIB.perivascular_interface.vasomotor_tone0.36Nonsignificant—0.00Other00
214MEL.stress_glucocorticoid0.35Nonsignificant0.780.97Other1134
215T.CD8_Trm.muscosal_Tc170.35Nonsignificant0.021.29Other1938
216FIB.neurolectin_mucosa.remodeling_repair0.34Nonsignificant—0.66Other42
217EC.lymphatic.baseline0.34Nonsignificant0.930.31Other3872
218FIB.perivascular_interface.vascular_BM_remodelling0.34Nonsignificant—0.00Other00
219EPI.colonic_tuft.activated0.34Nonsignificant—0.00Other00
220PC.IgA_muocsal.plasmablast0.33Nonsignificant0.980.37Other54
221FIB.barrier_purinergic.lipid_secretory0.33Nonsignificant—0.00Other00
222FIB.reticular.stromal_niche0.33Nonsignificant0.930.37Other00
223EPI.pancreatic_ductal_progenitor.baseline0.33Nonsignificant0.011.99Other179702
224MESO.activated_stress0.32Nonsignificant—0.00Other00
225EC.liver_sinusoidal.stress0.32Nonsignificant—0.82Other413158
226PC.IgG_systemic.interacting0.31Nonsignificant0.890.64Other00
227EC.lymphatic.scavenger0.31Nonsignificant0.930.23Other203257
228EC.arterial.arteriole_gas_exchange0.31Nonsignificant0.990.70Other238131
229EPI.ileal_goblet.stress_metallothionein0.30Nonsignificant—0.00Other411
230FIB.adventitial.baseline0.30Nonsignificant1.000.52Other157278
231EPI.ileal_goblet.immature0.29Nonsignificant—0.27Other00
232T.CD8_transitional.stress0.29Nonsignificant—1.59Other2434
233B.memory.activated0.29Nonsignificant0.930.71Other10529
234EC.arterial.ion_pump0.28Nonsignificant0.990.42Other32
235PERI.cardiac_skeletal0.28Nonsignificant8.07e-031.49Other313630
236B.naive.antigen_presenting_ready0.28Nonsignificant0.681.05Other4873
237FIB.adventitial.mito_secretory0.27Nonsignificant1.000.69Other217
238EPI.pancreatic_ductal_bicarbonate.baseline0.27Nonsignificant0.801.02Other1142
239EPI.tracheal_suprabasal.secretory_immune0.27Nonsignificant—0.90Other00
240EPI.ileal_enterocyte_absorptive.brush_border0.26Nonsignificant0.481.27Other5801,717
241EPI.alveolar_type_2.baseline_surfactant0.26Nonsignificant0.371.17Other649
242EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic0.26Nonsignificant—0.00Other00
243B.naive.proteostasis0.26Nonsignificant0.281.27Other4969
244EC.heart_remodeling.remodeling_stalk0.25Nonsignificant0.990.61Other33111
245B.naive.receptor_recycle0.25Nonsignificant0.680.99Other510
246SMC.activated0.25Nonsignificant0.691.03Other25
247EPI.ileal_goblet.inflammatory_mucin0.25Nonsignificant1.000.00Other69
248EPI.pancreatic_ductal_progenitor.ciliated_transport0.25Nonsignificant—0.00Other105368
249FIB.adventitial.complement_angiocrine0.25Nonsignificant1.000.42Other153684
250B.naive.purinergic0.24Nonsignificant0.681.05Other384820
251GRANU.neutrophil.tissue_patrolling0.24Nonsignificant—0.00Other00
252PLAT.adhesion0.24Nonsignificant—0.00Other00
253B.naive.remodeling0.24Nonsignificant0.680.99Other135230
254EPI.skin_hair_follicle_bulge.anagen_growth0.24Nonsignificant—1.80Other00
255GRNLSA.angiocrine_mechanosensory0.24Nonsignificant—0.00Other00
256EPI.ileal_enterocyte_absorptive.villus_tip0.23Nonsignificant0.481.00Other43
257EPI.lung_multiciliated.baseline0.23Nonsignificant—0.64Other07
258B.germinal_center.LZ_memory_precursor0.23Nonsignificant—0.79Other00
259EPI.thymic_medullary.canonical_alarmin0.23Nonsignificant0.191.44Other817
260B.memory.preactivated0.22Nonsignificant0.930.74Other173174
261B.germinal_center.LZ_selection0.22Nonsignificant—0.92Other00
262GRANU.neutrophil.antiviral_endotoxin0.21Nonsignificant—0.00Other00
263FIB.neurolectin_mucosa.inflammatory0.21Nonsignificant0.701.15Other52110
264MONO.CD14.platelet_bound0.21Nonsignificant0.391.14Other964176
265SMC.metabolic0.20Nonsignificant0.691.18Other1440
266MEL.neurotrophic_migratory0.20Nonsignificant—0.00Other00
267PERI.inflammatory0.19Nonsignificant0.990.78Other4077
268PC.IgG_systemic.metabolic0.19Nonsignificant0.890.93Other4663
269EPI.lung_multiciliated.stress0.19Nonsignificant—0.00Other67165
270CM.mechano_activated0.19Nonsignificant6.64e-031.48Other205134
271FIB.neurolectin_mucosa.axon_responsive0.19Nonsignificant0.820.69Other1010
272SMC.contractile0.19Nonsignificant0.990.49Other80588
273EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump0.19Nonsignificant0.801.00Other40191
274MONO.CD16.platelet_bound0.18Nonsignificant0.041.30Other372508
275B.germinal_center.LZ_survival0.18Nonsignificant—0.00Other00
276FIB.skin_neurosecretory.baseline0.18Nonsignificant—0.00Other00
277MUSC.baseline0.18Nonsignificant0.311.40Other00
278EPI.ileal_enterocyte_crypt.bile_transport0.18Nonsignificant0.631.26Other20
279EPI.alveolar_type_2.stress_response0.18Nonsignificant0.341.27Other6751,562
280T.CD4_Trm.metal_stress0.18Nonsignificant0.701.09Other3458
281MAC.microglia_like.patrolling_adhesive0.17Nonsignificant—1.21Other00
282PERI.baseline0.17Nonsignificant0.901.02Other3966
283EPI.pancreatic_ductal_perivascular.protective_antioxidant0.17Nonsignificant—0.22Other1169
284MEL.secretory_quiescent0.16Nonsignificant1.000.08Other1913
285B.naive.activated0.16Nonsignificant0.651.13Other77127
286B.naive.baseline0.16Nonsignificant0.930.80Other1013
287PERI.angiocrine0.15Nonsignificant0.990.60Other93102
288MAC.LAM.lipid_opsonization0.15Nonsignificant0.321.37Other4514
289EPI.ileal_bile_transport.absorptive_xenobiotic0.15Nonsignificant0.151.68Other1112
290T.CD4_transitional.primed_cytotoxic0.15Nonsignificant0.511.08Other2830
291MAC.resident_iron.redox_metabolic0.14Nonsignificant0.821.18Other44
292MUSC.quiescent_reservoir0.14Nonsignificant0.311.37Other28
293MAC.resident_cardiac.antigen_presenting0.13Nonsignificant1.000.82Other5227
294FIB.neurolectin_mucosa.nerve_interface0.13Nonsignificant—0.00Other40
295EPI.pancreatic_ductal_bicarbonate.inflammatory0.13Nonsignificant0.800.89Other1432
296IPSC.endoderm_primed0.13Nonsignificant0.811.09Other00
297EPI.tracheal_submucosal_gland.acinar_serous0.13Nonsignificant—0.00Other00
298MUSC.early_activation0.12Nonsignificant0.800.94Other432
299EC.liver_sinusoidal.prostanoid0.12Nonsignificant—0.00Other1164
300T.CD8_Tcm.gut_homing0.12Nonsignificant0.131.25Other380112
301CM.sarcomere_actin_interface0.11Nonsignificant0.041.25Other45078
302EPI.ileal_bile_transport.detox_transcytosis0.11Nonsignificant—0.00Other01
303T.gamma_delta.early_effector0.11Nonsignificant0.801.00Other890
304FIB.lung_alveolar.stress_interacting0.11Nonsignificant—0.97Other00
305T.gamma_delta.cytotoxic_effector0.11Nonsignificant0.801.02Other349109
306EPI.ileal_enterocyte_crypt.villus_transition0.11Nonsignificant—1.03Other710
307ADIPO.immature0.10Nonsignificant—0.00Other2440
308EPI.pancreatic_ductal_perivascular.baseline0.10Nonsignificant0.520.99Other15
309T.CD4_transitional.tissue_enagement0.10Nonsignificant0.351.23Other511
310GRANU.MAST.resting_granule0.10Nonsignificant—0.76Other00
311FIB.hepatic_stellate_cell.fibrogenic0.10Nonsignificant—0.73Other00
312EPI.ectocervical_granular.secretory_apocrine0.09Nonsignificant—0.00Other00
313EPI.pancreatic_ductal_progenitor.ADM_like0.09Nonsignificant—0.00Other00
314DC.cDC2.lipid_metabolic0.09Nonsignificant—1.94Other00
315EPI.skin_appendage_keratinocyte.ductal_immune_interacting0.09Nonsignificant0.191.33Other716
316T.CD8_naive.nfkb_related0.09Nonsignificant0.391.42Other10
317EPI.salivary_duct_ion_transport.baseline0.08Nonsignificant——Other00
318EC.heart_remodeling.activated_acute0.08Nonsignificant0.990.29Other102186
319MAC.LAM.inflammatory_APC0.08Nonsignificant0.641.03Other872165
320NK.cytokine_repair_primed0.07Nonsignificant0.051.12Other26611
321SCHWN.reactive_inflammatory0.07Nonsignificant—0.98Other00
322EPI.salivary_myoepithelial.activated0.07Nonsignificant0.810.89Other85281
323EPI.salivary_myoepithelial.baseline0.07Nonsignificant0.810.51Other42141
324EC.liver_sinusoidal.inflammatory0.07Nonsignificant—0.00Other223154
325CM.anti_inflammatory0.07Nonsignificant0.771.09Other4241,503
326MAC.LAM.lipid_phagocytosis0.07Nonsignificant0.641.11Other369328
327GRANU.MAST.activated_repair0.07Nonsignificant—0.07Other01
328T.CD4_Trm.baseline0.07Nonsignificant0.990.95Other3121
329T.CD8_naive.splicing_enriched0.06Nonsignificant0.391.21Other12016
330CM.osmoprotection0.06Nonsignificant0.901.07Other3457
331MAC.resident_iron.heme_recycling0.06Nonsignificant—0.21Other3037
332B.naive.restrained0.06Nonsignificant1.000.26Other183353
333DC.cDC1.cross_presenting0.06Nonsignificant—0.69Other00
334EPI.pancreatic_ductal_bicarbonate.activated0.06Nonsignificant0.800.80Other107
335T.CD8_Tem.early_helper_like0.06Nonsignificant3.10e-031.13Other445755
336EPI.salivary_myoepithelial.junctional_transport0.06Nonsignificant0.810.67Other66121
337IPSC.mesenchymal_primed0.06Nonsignificant0.811.01Other00
338MUSC.activated_migratory0.06Nonsignificant1.000.00Other67
339MAC.LAM.antimicrobial0.06Nonsignificant0.641.01Other38993
340GRANU.MAST.activated_acute0.05Nonsignificant—0.00Other00
341SCHWN.translation_boost0.05Nonsignificant—0.18Other81
342EPI.pancreatic_ductal_bicarbonate.stress0.05Nonsignificant—0.00Other1233
343T.MAIT.migratory0.05Nonsignificant0.841.10Other101
344DC.cDC1.baseline0.05Nonsignificant—0.49Other00
345EPI.skin_hair_follicle_companion.bulge_anchor_signaling0.05Nonsignificant—0.97Other00
346NK.adaptive_classII_inhibitory0.05Nonsignificant0.921.04Other880154
347B.germinal_center.DZ_S_phase0.05Nonsignificant—0.00Other00
348THYMO.SP_CD8_naive_stress0.05Nonsignificant0.281.23Other11
349EPI.skin_hair_follicle_companion.gap_junction_contractile0.05Nonsignificant—0.00Other00
350T.CD8_naive.baseline0.05Nonsignificant0.811.02Other1422
351MAC.resident_repair.chemokine_angiocrine0.05Nonsignificant0.121.26Other87138
352EPI.pancreatic_islet.beta0.05Nonsignificant1.000.15Other4257
353DC.cDC1.proliferative0.04Nonsignificant—0.16Other00
354FIB.skin_tenogenic.baseline0.04Nonsignificant—0.00Other02
355EPI.lung_multiciliated.mature_motile_cilia0.04Nonsignificant—0.00Other00
356FIB.hepatic_stellate_cell.contractile0.04Nonsignificant—0.00Other00
357MAC.LAM.anti_inflammatory0.04Nonsignificant0.640.93Other86132
358EPI.salivary_serous_acinar.secretory_active0.04Nonsignificant1.000.00Other24269
359EPI.ileal_enterocyte_crypt.baseline0.04Nonsignificant0.980.72Other116
360DC.cDC2.pro_inflammatory0.04Nonsignificant0.581.20Other35
361DC.cDC1.activated0.04Nonsignificant—0.20Other00
362IPSC.mesendo_primed0.04Nonsignificant0.601.03Other00
363EPI.thymic_medullary.stress_APC0.04Nonsignificant0.600.94Other24
364T.CD4_Treg.tissue_effector0.04Nonsignificant0.181.17Other1613
365T.CD4_transitional.APC_interacting0.03Nonsignificant0.351.20Other1014
366CM.baseline0.03Nonsignificant1.000.73Other3930
367MAC.resident_cardiac.inflammatory_reparative0.03Nonsignificant1.000.24Other3196
368MAC.LAM.perivascular_angiocrine0.03Nonsignificant—0.73Other53138
369EPI.colonic_enteroendocrine.progenitor0.03Nonsignificant—0.00Other00
370CM.mito_proteostasis0.03Nonsignificant1.000.79Other32929
371NK.immature_bridge0.03Nonsignificant0.921.04Other117122
372EPI.ileal_enterocyte_crypt.secretory_precursor0.03Nonsignificant—0.00Other00
373MAC.microglia_like.phagocytic_redox0.03Nonsignificant—0.00Other00
374T.CD4_transitional.baseline0.03Nonsignificant0.800.93Other5997
375T.CD8_naive.cytokine_dampened0.03Nonsignificant0.811.02Other714
376HPC.GMP_inflammatory0.03Nonsignificant0.301.23Other2010
377T.MAIT.stress0.03Nonsignificant—1.30Other00
378CM.translation_boost_RPL0.03Nonsignificant1.000.84Other1291
379CM.contractile_oxphos0.03Nonsignificant1.000.87Other619
380EPI.tracheal_basal.activated_stress0.03Nonsignificant0.031.69Other320
381T.CD4_Trm.cytotoxic_effector0.03Nonsignificant0.990.82Other11877
382MAC.kupffer.stress0.03Nonsignificant6.95e-031.33Other93
383NEU.EXC_SYT2.synaptic0.03Nonsignificant—0.48Other00
384T.CD4_Tfh.suppression_exhaustion0.03Nonsignificant0.891.05Other02
385EPI.cervical_suprabasal.inflammatory_repair0.03Nonsignificant—0.00Other00
386MAC.resident_iron.APC_iron_sensing0.03Nonsignificant0.820.88Other211114
387MAC.resident_iron.heme_catabolism0.03Nonsignificant0.820.72Other3051
388MG.baseline0.03Nonsignificant0.801.04Other165
389EPI.renal_distal_tubule.ciliated_remodelling0.03Nonsignificant—0.00Other00
390EPI.skin_hair_follicle_companion.activated_migratory0.03Nonsignificant—0.00Other00
391T.CD8_Trm.cytotoxic0.03Nonsignificant1.000.90Other16585
392THYMO.DP_early_stress0.02Nonsignificant—1.92Other00
393IPSC.canonical_pluripotent0.02Nonsignificant1.000.97Other00
394EPI.alveolar_type_2.injury_primed0.02Nonsignificant1.000.14Other434245
395CM.oxidative_phospho0.02Nonsignificant1.000.78Other266792
396MAC.MDM.complement_resolving0.02Nonsignificant0.211.15Other440860
397EPI.thymic_medullary.hormone_xeno_barrier0.02Nonsignificant—0.00Other08
398EPI.pancreatic_islet.delta0.02Nonsignificant—0.00Other00
399ILC2.migratory0.02Nonsignificant—1.03Other00
400T.CD8_naive.effector_transition0.02Nonsignificant0.930.87Other3562
401MAC.kupffer.monocyte_like0.02Nonsignificant—0.58Other00
402EPI.skin_appendage_keratinocyte.ductal_barrier_detox0.02Nonsignificant0.890.70Other3334
403T.CD8_Trm.inflammatory0.02Nonsignificant1.000.81Other124176
404MAC.resident_repair.stress_iron0.02Nonsignificant0.851.14Other4897
405T.MAIT.cytotoxic0.02Nonsignificant0.751.17Other5215
406T.CD8_transitional.Trm_primed0.02Nonsignificant0.801.02Other10815
407T.CD4_Tfh.effector_migratory0.02Nonsignificant0.891.02Other12257
408T.CD8_naive.lipid_synthesis0.02Nonsignificant0.930.89Other64
409MG.expanding0.02Nonsignificant0.801.01Other21
410EPI.ileal_enterocyte_crypt.proliferative_S0.02Nonsignificant0.980.48Other42
411T.CD4_Trm.central_like0.02Nonsignificant0.990.91Other3831
412EPI.thymic_medullary.proliferative_APC0.02Nonsignificant—0.00Other00
413T.CD4_Th2.precursor0.02Nonsignificant—0.48Other00
414HPC.LMPP0.02Nonsignificant0.541.14Other6531
415T.CD8_Trm.homeostatic0.01Nonsignificant1.000.65Other425
416FIB.hepatic_stellate_cell.inflammatory0.01Nonsignificant—0.00Other00
417EPI.alveolar_type_1.activated0.01Nonsignificant—1.64Other00
418FIB.lung_alveolar.mito_secretory0.01Nonsignificant—0.00Other00
419T.CD8_naive.mito_proteostasis0.01Nonsignificant0.391.29Other428100
420EC.liver_sinusoidal.hypoxia_metabolic0.01Nonsignificant1.000.49Other183107
421MAC.kupffer.tolerogenic0.01Nonsignificant—0.44Other4549
422T.CD8_naive.innate_like0.01Nonsignificant0.950.57Other101
423EPI.skin_keratinocyte_progenitor.activated_stress0.01Nonsignificant—0.38Other00
424IPSC.neuroendocrine_primed0.01Nonsignificant—1.14Other00
425B.germinal_center.DZ_M_phase0.01Nonsignificant—0.00Other00
426MAC.resident_repair.antigen_presenting0.01Nonsignificant0.920.91Other244113
427NK.adaptive_HLAE_tuned0.01Nonsignificant0.051.06Other1,124189
428MAC.proliferating.stress0.01Nonsignificant—0.21Other87136
429T.CD4_transitional.primed_helper_effector0.01Nonsignificant0.681.00Other1943
430T.CD8_naive.vesicle_secretory0.01Nonsignificant0.950.71Other420
431EPI.colonocyte.distal_absorptive0.01Nonsignificant—1.68Other00
432T.CD8_transitional.APC_like0.01Nonsignificant0.980.98Other20562
433MAC.microglia_like.inflammatory_chemokine0.01Nonsignificant—0.00Other2032
434MG.phagocytic_APC0.01Nonsignificant0.910.73Other258
435DC.mig.baseline9.83e-03Nonsignificant—0.00Other10
436EPI.skin_hair_follicle_bulge.niche_crosstalk9.33e-03Nonsignificant—0.14Other2988
437MAC.MDM.APC_dendritic8.92e-03Nonsignificant0.880.97Other4815
438EPI.tracheal_basal.homeostatic_progenitor8.87e-03Nonsignificant0.990.03Other28574
439EPI.esophageal_basal.activated_progenitor8.85e-03Nonsignificant0.031.52Other10
440EPI.colonocyte.crypt_progenitor8.82e-03Nonsignificant0.141.30Other115265
441MAC.resident_repair.ECM_stromal_crosstalk8.73e-03Nonsignificant0.960.62Other95158
442T.CD8_Tem.baseline8.26e-03Nonsignificant0.861.05Other458356
443T.CD4_naive.mature_mitoprot8.24e-03Nonsignificant0.931.04Other212476
444EPI.tracheal_suprabasal.transitional_wound8.19e-03Nonsignificant—0.00Other161
445NEU.INH_VIP.LAMP5_hybrid7.43e-03Nonsignificant—1.60Other19
446HPC.CLP_B_primed7.24e-03Nonsignificant—0.91Other00
447T.CD4_Tfh.precursor_migratory7.17e-03Nonsignificant0.890.94Other7227
448FIB.skin_papillary.baseline7.15e-03Nonsignificant—0.00Other00
449THYMO.DN_preTCR7.11e-03Nonsignificant0.541.08Other4171
450T.CD8_Trm.dendritic_recruiter6.89e-03Nonsignificant1.000.55Other4785
451EPI.pancreatic_acinar.metabolic_onecarbon6.89e-03Nonsignificant0.561.18Other287328
452T.MAIT.quiescent6.81e-03Nonsignificant0.940.98Other1005
453CM.translation_boost_RPS6.67e-03Nonsignificant1.000.50Other6916
454EPI.esophageal_suprabasal.differentiating_keratin6.56e-03Nonsignificant0.291.16Other13161
455T.CD4_Th17.cytotoxic6.38e-03Nonsignificant0.721.01Other332123
456HPC.GMP_granulocytic6.37e-03Nonsignificant—0.28Other33
457MAC.MDM.inflammatory_phagocytic6.35e-03Nonsignificant0.881.00Other19952
458T.MAIT.early_activation6.33e-03Nonsignificant0.941.03Other574
459T.CD4_Tcm.baseline6.31e-03Nonsignificant0.461.12Other6131
460T.CD8_transitional.early6.29e-03Nonsignificant0.801.01Other32755
461T.CD4_naive.Treg_like6.28e-03Nonsignificant0.881.30Other12172
462MAC.resident_repair.lipid_phagocytic6.19e-03Nonsignificant0.851.06Other228604
463EPI.alveolar_type_1.baseline5.60e-03Nonsignificant1.000.00Other80
464T.CD4_naive.homeostatic5.58e-03Nonsignificant0.931.05Other215108
465FIB.skin_sheath.ECM_immune5.32e-03Nonsignificant—1.03Other00
466NEU.EXC_IT.structural5.15e-03Nonsignificant0.621.18Other17141
467T.CD8_Tem.stress_adapted4.46e-03Nonsignificant0.941.01Other607520
468T.CD4_Tfh.canonical_GC_helper4.13e-03Nonsignificant0.890.82Other12
469THYMO.SP_CD8_transitional4.01e-03Nonsignificant0.541.13Other3275
470T.CD4_Trm.stress_adaptive4.00e-03Nonsignificant0.990.71Other822
471T.CD8_Tcm.helper_like3.43e-03Nonsignificant0.891.11Other81159
472IPSC.proliferative3.38e-03Nonsignificant1.000.97Other00
473EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro2.94e-03Nonsignificant—1.08Other00
474IPSC.stress2.89e-03Nonsignificant1.000.99Other00
475MAC.kupffer.fibrogenic2.75e-03Nonsignificant—0.22Other00
476MAC.proliferating.DNA_replication2.72e-03Nonsignificant0.880.66Other36
477NEU.INH_VIP.canonical_disinhibitory2.60e-03Nonsignificant0.411.13Other5938
478NEU.INH_VIP.enkephalinergic2.58e-03Nonsignificant—1.08Other00
479NEU.EXC_IT.neuromodulated2.40e-03Nonsignificant0.621.09Other176116
480T.CD4_Tcm.migratory_cilium2.38e-03Nonsignificant0.461.12Other510
481T.CD4_naive.survival_neddylation2.24e-03Nonsignificant0.931.13Other2638
482T.CD4_naive.survival_mitoprot2.19e-03Nonsignificant0.991.06Other137
483EPI.ileal_enterocyte_crypt.proliferative_G2M2.14e-03Nonsignificant—0.00Other1954
484THYMO.DP_early2.10e-03Nonsignificant0.351.08Other326313
485EPI.colonocyte.junction_remodeling2.05e-03Nonsignificant0.821.03Other218305
486T.CD4_naive.mature2.04e-03Nonsignificant0.990.98Other211100
487T.CD4_Treg.central_naive_like1.93e-03Nonsignificant0.181.11Other33345
488ADIPO.inflammatory1.93e-03Nonsignificant—0.00Other00
489EPI.colonocyte.goblet_interface1.91e-03Nonsignificant—0.61Other1121
490EPI.colonocyte.proximal_transport1.88e-03Nonsignificant0.820.97Other2412
491NEU.EXC_CT.projector1.86e-03Nonsignificant0.311.14Other8726
492EPI.skin_sebaceous_duct_luminal.ECM_remodelling1.84e-03Nonsignificant0.960.99Other29
493EPI.skin_sweat_duct_keratinocyte.barrier1.81e-03Nonsignificant—0.56Other00
494EPI.skin_hair_follicle_bulge.quiescent1.74e-03Nonsignificant0.950.50Other5669
495EPI.pancreatic_acinar.stress1.69e-03Nonsignificant0.561.07Other2828
496DC.cDC1.homeostatic_inhibitory1.61e-03Nonsignificant—0.00Other00
497MAC.kupffer.metabolic1.60e-03Nonsignificant—0.00Other2536
498T.CD4_Tcm.tissue_homing1.59e-03Nonsignificant0.860.99Other7846
499T.CD4_Tcm.DC_interact1.58e-03Nonsignificant0.461.08Other7232
500T.CD4_Th17.migratory1.57e-03Nonsignificant0.721.04Other1323
501T.CD4_naive.neddylation1.55e-03Nonsignificant0.991.01Other104222
502DC.cDC2.antiviral1.54e-03Nonsignificant1.000.95Other10037
503HPC.MEP1.53e-03Nonsignificant0.820.83Other5991,195
504T.CD4_Tem.inflammatory1.49e-03Nonsignificant0.591.04Other286
505DC.cDC2.tolerogenic_regulatory1.47e-03Nonsignificant1.000.92Other444
506NEU.INH_VIP.cannabinoid1.42e-03Nonsignificant—0.53Other00
507T.CD4_Th17.baseline1.38e-03Nonsignificant0.720.96Other515
508MONO.CD14.remodeling1.36e-03Nonsignificant0.811.00Other2,373295
509IPSC.neural_primed1.34e-03Nonsignificant1.000.81Other00
510MONO.CD16.patrolling1.29e-03Nonsignificant1.000.94Other797216
511IPSC.stromal_primed1.20e-03Nonsignificant0.601.04Other00
512T.CD8_transitional.effector_primed1.19e-03Nonsignificant0.980.90Other435151
513T.CD4_Tcm.stress1.17e-03Nonsignificant0.861.07Other511
514EPI.skin_interfollicular_spinous.upper_lipid1.15e-03Nonsignificant—1.33Other66
515EPI.skin_appendage_keratinocyte.sebaceous_apocrine1.12e-03Nonsignificant—0.00Other3982
516OLG.stress1.07e-03Nonsignificant0.331.11Other2328
517EPI.skin_appendage_keratinocyte.transit_amplifying1.07e-03Nonsignificant—0.00Other109358
518T.CD4_Tcm.Th2_like1.00e-03Nonsignificant0.861.03Other2355
519MONO.CD14.baseline9.91e-04Nonsignificant0.950.94Other2,26876
520EPI.skin_sweat_duct_keratinocyte.proliferative_S9.83e-04Nonsignificant—0.58Other00
521NEU.EXC_IT.callosal9.50e-04Nonsignificant0.840.97Other286119
522T.CD4_naive.resist_bystander9.40e-04Nonsignificant0.990.97Other4025
523HPC.MPP_IEG9.20e-04Nonsignificant0.820.94Other4546
524EPI.pancreatic_acinar.quiet_dedifferentiation9.14e-04Nonsignificant0.561.13Other142171
525T.MAIT.MAPK_brake9.12e-04Nonsignificant0.980.67Other4466
526T.MAIT.vesicle9.07e-04Nonsignificant0.980.73Other3765
527SCHWN.axon_contact_cardiac9.02e-04Nonsignificant0.990.26Other1863
528EPI.pancreatic_acinar.inflammatory_regenerative8.03e-04Nonsignificant0.650.98Other25113
529EPI.skin_sweat_duct_keratinocyte.repair7.94e-04Nonsignificant—0.23Other00
530DC.cDC2.adhesion_signaling7.89e-04Nonsignificant1.000.94Other359
531OPC.proliferative_immune_interact7.87e-04Nonsignificant0.381.22Other180373
532T.CD4_cytotoxic.NK_adapted7.86e-04Nonsignificant0.421.15Other8233
533NEU.EXC_IT.guidance7.85e-04Nonsignificant0.621.16Other27463
534EPI.pancreatic_ductal_bicarbonate.repair_actin_junction7.74e-04Nonsignificant—0.00Other00
535T.CD4_Tem.long_term_memory7.63e-04Nonsignificant0.690.98Other314587
536NEU.EXC_CT.remodeling7.33e-04Nonsignificant—0.23Other231
537T.CD4_Th2.tissue_adapted7.19e-04Nonsignificant—0.00Other00
538MONO.CD14.inflammatory6.87e-04Nonsignificant0.811.08Other92134
539T.CD4_Tcm.retro_ZNF1176.62e-04Nonsignificant0.461.16Other59
540T.CD4_Tem.cytotoxic_effector6.54e-04Nonsignificant0.251.10Other225398
541IPSC.midbrain_primed6.31e-04Nonsignificant1.000.77Other00
542NEU.INH_LAMP5.rosehip6.26e-04Nonsignificant—1.16Other00
543T.CD4_Treg.APC_interactive6.10e-04Nonsignificant0.990.77Other11828
544T.CD8_Tem.signaling_turnover5.96e-04Nonsignificant0.960.91Other425683
545NK.cytokine_lung_immediate_early5.89e-04Nonsignificant1.001.07Other424274
546EPI.skin_interfollicular_spinous.stress_oxidative5.88e-04Nonsignificant—0.87Other00
547EPI.skin_interfollicular_spinous.baseline5.62e-04Nonsignificant1.001.04Other353
548EPI.skin_sweat_duct_keratinocyte.signal_gate5.61e-04Nonsignificant—0.00Other4326
549EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic5.58e-04Nonsignificant—0.10Other00
550T.CD4_Tem.transitional_CM5.19e-04Nonsignificant0.591.03Other3120
551FIB.skin_sheath.stress_chaperone5.11e-04Nonsignificant—0.00Other00
552NEU.INH_VIP.develop_niche5.05e-04Nonsignificant—0.45Other00
553T.CD4_cytotoxic.terminal_effector5.03e-04Nonsignificant0.481.06Other28621
554EPI.skin_keratinocyte_basal.transit_amplifying4.97e-04Nonsignificant—0.97Other00
555MONO.CD14.APC_like4.97e-04Nonsignificant0.811.05Other1,6862,493
556NEU.INH_PVALB.neuromodulatory4.94e-04Nonsignificant—0.90Other00
557MONO.CD16.baseline4.90e-04Nonsignificant1.000.86Other501
558MAC.kupffer.inflammatory4.80e-04Nonsignificant—0.00Other74
559T.CD4_Tcm.effector_like4.71e-04Nonsignificant0.860.97Other293533
560EPI.esophageal_suprabasal.basal_transitional4.65e-04Nonsignificant0.531.03Other4467
561EPI.pancreatic_acinar.adhesion_remodeling4.64e-04Nonsignificant0.890.76Other210784
562NEU.INH_PVALB.chandelier4.51e-04Nonsignificant0.561.17Other1916
563T.CD4_naive.proteostasis_mitoprot4.44e-04Nonsignificant0.990.91Other1537
564EPI.colonocyte.ionocyte_BEST44.22e-04Nonsignificant0.850.87Other103188
565T.CD4_naive.survival4.05e-04Nonsignificant0.990.91Other1217
566MONO.CD16.hepatic_mac_like3.91e-04Nonsignificant0.751.07Other803117
567T.CD4_Tcm.APC_mimicry3.68e-04Nonsignificant0.461.11Other5443
568NEU.INH_LAMP5.projecting3.61e-04Nonsignificant—0.71Other00
569EPI.skin_keratinocyte_basal.spinous_transition3.53e-04Nonsignificant—0.00Other00
570T.CD4_naive.neddylation_mitoprot3.38e-04Nonsignificant0.990.86Other9356
571NEU.INH_PVALB.metabotropic3.29e-04Nonsignificant—0.50Other00
572T.CD4_Tcm.Tfh_like3.25e-04Nonsignificant0.861.03Other102214
573T.CD4_Tcm.secretory3.22e-04Nonsignificant0.861.01Other2011
574NK.adaptive_immature_precursor3.20e-04Nonsignificant1.001.01Other358111
575NEU.INH_VIP.regulatory_remodeling3.08e-04Nonsignificant—0.00Other61
576EPI.pancreatic_acinar.baseline3.05e-04Nonsignificant0.561.05Other274163
577T.CD4_Treg.Tr1_like2.95e-04Nonsignificant—0.00Other88
578EPI.colonocyte.secretory_boost2.89e-04Nonsignificant0.950.54Other9891
579EPI.skin_sweat_duct_keratinocyte.proliferative_G2M2.83e-04Nonsignificant—0.00Other00
580OPC.premyelinating2.68e-04Nonsignificant0.700.91Other18512
581T.CD4_cytotoxic.precursor2.67e-04Nonsignificant0.421.18Other15667
582T.CD8_Tem.TEMRA2.61e-04Nonsignificant0.960.81Other9201,088
583NK.cytokine_quiescent2.59e-04Nonsignificant1.000.99Other6231,062
584EPI.skin_interfollicular_spinous.early_differentiation2.50e-04Nonsignificant1.000.70Other8919
585NEU.EXC_IT.transitional2.31e-04Nonsignificant0.980.80Other237142
586NEU.INH_VIP.opioid2.27e-04Nonsignificant—0.00Other509
587NK.adaptive_terminal_cytotoxic2.26e-04Nonsignificant1.000.90Other485802
588MONO.CD14.repair_M2_like2.25e-04Nonsignificant0.950.91Other5501,495
589NEU.INH_LAMP5.glial_interface2.18e-04Nonsignificant—6.94e-17Other00
590NK.cytokine_axis_baseline2.09e-04Nonsignificant1.000.92Other1,172116
591NK.cytokine_tissue_resident2.02e-04Nonsignificant1.001.04Other7482
592EPI.skin_interfollicular_spinous.inflammatory1.98e-04Nonsignificant—0.00Other00
593IPSC.axial_identity_primed1.94e-04Nonsignificant1.000.88Other00
594NK.adaptive_adipose_stress1.94e-04Nonsignificant1.000.94Other37439
595EPI.skin_sebaceous_duct_luminal.detox_repair1.94e-04Nonsignificant0.960.56Other13794
596T.CD4_Tcm.RNA_control1.86e-04Nonsignificant0.880.94Other964
597T.CD4_Tcm.crosstalk_myeloid1.84e-04Nonsignificant0.860.94Other54
598EPI.skin_interfollicular_spinous.stress_UPR1.84e-04Nonsignificant—0.07Other00
599T.CD4_Tcm.imprinted_splicing1.81e-04Nonsignificant0.860.96Other617
600SKM.type_2_fast.oxidative_IIa1.74e-04Nonsignificant0.331.08Other94656
601NEU.INH_VIP.serotonergic1.70e-04Nonsignificant—0.00Other92
602SKM.type_1_slow.glycolytic1.69e-04Nonsignificant0.131.28Other362647
603OLG.reactive_repair1.69e-04Nonsignificant0.331.11Other385385
604NK.cytokine_vascular_patrolling1.68e-04Nonsignificant1.000.94Other86394
605FIB.skin_sheath.neuro_vascular_interface1.65e-04Nonsignificant—0.00Other00
606EPI.skin_follicular_keratinizing.root_infundibulum1.65e-04Nonsignificant—0.30Other00
607T.CD8_Tcm.effector_bias1.63e-04Nonsignificant1.000.89Other199329
608NK.cytokine_biosynthetic_primed1.61e-04Nonsignificant1.000.96Other36021
609MAC.MDM.LAM_like1.61e-04Nonsignificant0.950.67Other1214
610NEU.INH_VIP.excitatory_coupled1.60e-04Nonsignificant—0.00Other130
611THYMO.CD8aa_IELp1.56e-04Nonsignificant—0.07Other17
612EC.liver_sinusoidal.remodeling_lipotoxicity1.50e-04Nonsignificant—0.00Other9058
613T.CD4_Tcm.regulatory_poised1.50e-04Nonsignificant0.860.95Other23
614EPI.thymic_cortical.secretory_remodeling1.47e-04Nonsignificant—0.27Other41
615SKM.type_2_fast.glycolytic_IIx_IIb1.42e-04Nonsignificant0.431.04Other5651,482
616MONO.CD14.cord_tolerance1.42e-04Nonsignificant0.950.93Other864753
617DC.cDC2.migratory1.40e-04Nonsignificant1.000.76Other18539
618NK.adaptive_axis_baseline1.40e-04Nonsignificant1.000.96Other1,008153
619OPC.homeostatic1.35e-04Nonsignificant0.700.95Other394160
620T.CD4_naive.proteostasis1.31e-04Nonsignificant0.990.75Other149
621T.CD8_Tem.motility_primed1.26e-04Nonsignificant0.960.82Other2694
622THYMO.proliferative_S1.24e-04Nonsignificant1.000.88Other163418
623EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal1.20e-04Nonsignificant—0.00Other00
624T.CD4_cytotoxic.baseline1.13e-04Nonsignificant0.761.00Other00
625EPI.esophageal_suprabasal.proliferative_S1.07e-04Nonsignificant—0.00Other2641
626T.CD4_naive.purinergic1.06e-04Nonsignificant0.990.82Other491
627EPI.esophageal_basal.junctional_barrier1.03e-04Nonsignificant—0.00Other00
628THYMO.SP_CD4_naive9.82e-05Nonsignificant1.000.81Other6575
629NEU.INH_LAMP5.exc_inh_balance9.58e-05Nonsignificant—0.00Other462
630OLG.regulatory_activated8.97e-05Nonsignificant0.521.04Other196614
631NEU.INH_PVALB.fastspike8.52e-05Nonsignificant—0.00Other2422
632T.gamma_delta.central_memory8.33e-05Nonsignificant1.000.63Other460919
633EPI.skin_follicular_keratinizing.transit_amplifying7.27e-05Nonsignificant—0.05Other2149
634NEU.INH_VIP.matrix7.25e-05Nonsignificant—0.00Other2477
635EPI.endocervical_secretory.squamous_barrier7.15e-05Nonsignificant—0.00Other00
636MAC.alveolar.stress_metabolic7.13e-05Nonsignificant0.481.23Other116148
637ILC2.activated7.07e-05Nonsignificant—0.00Other00
638EPI.skin_keratinocyte_basal.basement_anchoring6.88e-05Nonsignificant—0.00Other00
639MONO.CD16.inflammatory5.75e-05Nonsignificant1.000.60Other1,640168
640ILC2.quiescent5.71e-05Nonsignificant—0.00Other00
641NEU.EXC_IT.adhesion5.57e-05Nonsignificant0.980.64Other252108
642THYMO.proliferative_G2M3.88e-05Nonsignificant—0.00Other164413
643T.CD8_Tcm.baseline3.57e-05Nonsignificant1.000.53Other9089
644T.CD8_Tcm.NK_like3.56e-05Nonsignificant1.000.73Other334581
645OLG.myelinating_mature3.50e-05Nonsignificant0.521.03Other36394
646SKM.type_1_slow.contractile3.49e-05Nonsignificant0.840.91Other5968
647NEU.EXC_SYT2.nuclear_reg2.99e-05Nonsignificant—0.00Other00
648SKM.type_1_slow.oxidative2.92e-05Nonsignificant0.840.82Other802251
649NEU.EXC_CT.Ca2_signaling2.70e-05Nonsignificant—0.00Other6817
650NEU.INH_VIP.nuclear_reg2.66e-05Nonsignificant—0.00Other204
651OLG.regulatory2.37e-05Nonsignificant0.860.96Other35373
652EPI.cervical_suprabasal.secretory_vesicle2.18e-05Nonsignificant—0.00Other00
653THYMO.SP_CD8_naive2.09e-05Nonsignificant1.000.49Other297177
654NEU.INH_PVALB.nuclear_reg2.02e-05Nonsignificant0.990.22Other2512
655T.CD4_cytotoxic.activated1.97e-05Nonsignificant0.970.57Other31
656OLG.myelinating_stress1.78e-05Nonsignificant0.331.12Other23262
657EPI.skin_sebaceous_duct_luminal.immune_interface1.65e-05Nonsignificant—0.00Other00
658EPI.skin_interfollicular_spinous.proliferative1.59e-05Nonsignificant—0.00Other00
659T.CD4_naive.activated_stress1.47e-05Nonsignificant0.990.68Other339429
660EPI.esophageal_suprabasal.proliferative_exit1.38e-05Nonsignificant—0.00Other00
661EPI.skin_follicular_keratinizing.upper_infundibulum1.33e-05Nonsignificant—0.00Other82
662T.CD4_Tcm.synapse_dynamics1.30e-05Nonsignificant0.960.75Other1510
663T.CD4_naive.gut_prone1.27e-05Nonsignificant0.990.44Other3570
664NK.adaptive_biosynthetic_primed1.12e-05Nonsignificant1.000.81Other244405
665EPI.skin_keratinocyte_progenitor.quiescent_stem_like1.12e-05Nonsignificant—0.00Other00
666NEU.EXC_NTNG1.synaptic7.29e-06Nonsignificant—0.67Other00
667DC.cDC2.proliferative6.63e-06Nonsignificant—0.00Other3971
668EPI.skin_interfollicular_spinous.transition_basal6.23e-06Nonsignificant1.000.00Other100127
669MAC.alveolar.biosynthetic_sterol_heme4.35e-06Nonsignificant0.981.07Other34740
670CM.inflammatory4.10e-06Nonsignificant—0.00Other00
671EPI.skin_keratinocyte_proliferating.early_spinous_transition4.02e-06Nonsignificant—0.63Other135290
672NK.cytokine_tissue_activation3.80e-06Nonsignificant1.000.69Other267450
673EPI.ectocervical_granular.proliferative_basal3.60e-06Nonsignificant—0.00Other00
674NEU.INH_PVALB.serotonergic2.01e-06Nonsignificant—0.00Other00
675DC.cDC2.monocyte_like1.35e-06Nonsignificant1.000.17Other1,285791
676EPI.esophageal_suprabasal.proliferative_G2M1.31e-06Nonsignificant—0.00Other00
677EPI.skin_keratinocyte_proliferating.anchor_remodel1.30e-06Nonsignificant—0.00Other00
678NEU.EXC_CT.Ca2_sensor1.25e-06Nonsignificant—0.00Other00
679HPC.MPP_activated2.71e-07Nonsignificant—0.00Other00
680OLG.vesicle_trafficking2.59e-07Nonsignificant0.990.70Other12410
681EPI.skin_keratinocyte_proliferating.detox_repair2.31e-07Nonsignificant—0.00Other00
682MAC.alveolar.scavenging_endocytic5.89e-08Nonsignificant—0.00Other140283
683MAC.alveolar.inflammatory3.24e-08Nonsignificant0.980.66Other208312
684NEU.EXC_NTNG1.nuclear_reg1.82e-08Nonsignificant—0.00Other00
685EPI.thymic_cortical.Notch_interface8.02e-09Nonsignificant—0.38Other82137
686MAC.alveolar.capillary_interacting5.46e-09Nonsignificant0.980.37Other113181
687MAC.alveolar.lipid_autophagy3.73e-09Nonsignificant—0.00Other3544
688EPI.thymic_cortical.baseline2.02e-09Nonsignificant0.940.37Other185386

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

206 unique genes. Showing 1–206. 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)
SERPINA601-High0.6415.14G1C1—EPI.endocervical_secretory.secretory_translocon (Tier: relevant)19 cells — complete matches361514
CD27601-High0.6315.21G1C1——20 cells — complete matches1327
ENSG0000030609301-High0.6013.18G1C1———1111
MMP1401-High0.597.47G1C1——16 cells — complete matches2853
CFB01-High0.591.89G1C1EPI.hepatic_ductular_cholangiocyte.acute_phase_complement (L2), MAC.LAM.lipid_opsonization (L2), MAC.alveolar.scavenging_endocytic (L2), MAC.resident_repair.ECM_stromal_crosstalk (L2)EPI.renal_principal_cell (Tier: specific)
EPI.renal_thick_ascending_limb.barrier_repair (Tier: specific)
HEP.periportal_metabolic.urea_onecarbon_secretory (Tier: specific)
FIB.barrier_secretory (Tier: relevant)
EPI.endocervical_secretory.secretory_translocon (Tier: relevant)
EPI.renal_principal_cell.inflammatory (Tier: relevant)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
94 cells — complete matches5081,239
BACE201-High0.5714.27G1C1T.CD4_Th2.tissue_adapted (L2)EPI.intrahepatic_cholangiocyte_defense (Tier: relevant)
EPI.intrahepatic_cholangiocyte_transport (Tier: relevant)
EPI.intrahepatic_cholangiocyte_defense.raft_maturation (Tier: relevant)
63 cells — complete matches1718
MRPL5201-High0.567.35G1C1———2852
MIR319701-High0.5411.43G1C1———44
SLC7A701-High0.514.89G1C1EPI.renal_proximal_tubule.detox_antioxidant (L2), NEU.INH_PVALB.neuromodulatory (L2)—46 cells — complete matches2246
LRP1001-High0.507.88G1C1——HEP.pericentral_lipoprotein.ApoB_coagulation (L2)2246
ENSG0000030374101-High0.508.29G1C1———2043
JMJD1C01-High0.466.52G1C1——4 cells — complete matches290935
LINC0233201-High0.442.05G1C1——17 cells — complete matches2245
DAD101-High0.432.11G1C1——EC.venous.remodeling_stalk (L2), FIB.hepatic_stellate_cell.fibrogenic (L2)2243
CYP11A102-Medium0.6714.81G1C2——20 cells — complete matches1929
LOXL1-AS102-Medium0.6721.21G1C2——57 cells — complete matches4498
ENSG0000025635702-Medium0.6618.15G1C2———359511
BBS402-Medium0.6521.85G1C2——9 cells — complete matches26
ENSG0000030555702-Medium0.6517.02G1C2———359511
SERPINA102-Medium0.6414.28G1C2EPI.hepatic_ductular_cholangiocyte.secretory_transport (L2), EPI.ileal_bile_transport.absorptive_xenobiotic (L2), EPI.ileal_enterocyte_crypt.villus_transition (L2), EPI.pancreatic_ductal_mucinous.remodeling_channel_rich (L2), EPI.renal_immature_ureteric_bud.defense_secretory (L2), EPI.renal_thick_ascending_limb.remodeling (L2)HEP.periportal_metabolic.urea_onecarbon_secretory (Tier: specific)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
118 cells — complete matches359511
HEXA02-Medium0.6319.50G1C2———00
ENSG0000030554002-Medium0.6214.81G1C2———358510
LOXL102-Medium0.6118.48G1C2—ASPC.stem_like_progenitor (Tier: specific)
FIB.barrier_secretory (Tier: relevant)
33 cells — complete matches52110
ENSG0000026182102-Medium0.6012.92G1C2———00
SERPINA1102-Medium0.6013.97G1C2——12 cells — complete matches358506
ENSG0000026072902-Medium0.5916.66G1C2———00
STOML102-Medium0.5911.04G1C2——29 cells — complete matches3368
CYP1A102-Medium0.5810.64G1C2EPI.skin_interfollicular_spinous.baseline (L2)—29 cells — complete matches1840
SERPINA1002-Medium0.5812.02G1C2——9 cells — complete matches367525
GCKR02-Medium0.5610.09G1C2——22 cells — complete matches5871,789
SERPINA502-Medium0.5611.00G1C2EPI.bile_duct_cholangiocyte.secretory_mucin (L2), EPI.pancreatic_ductal_perivascular.protective_antioxidant (L2), EPI.pancreatic_ductal_progenitor.baseline (L2)EPI.renal_thick_ascending_limb (Tier: specific)
EPI.intrahepatic_cholangiocyte_defense (Tier: relevant)
EPI.endocervical_secretory.secretory_translocon (Tier: relevant)
EPI.intrahepatic_cholangiocyte_defense.raft_maturation (Tier: relevant)
EPI.renal_thick_ascending_limb.cation_flux (Tier: relevant)
48 cells — complete matches359512
LINC0032302-Medium0.5519.67G2C2—EPI.intrahepatic_cholangiocyte_defense (Tier: relevant)
EPI.intrahepatic_cholangiocyte_defense.raft_maturation (Tier: relevant)
16 cells — complete matches89
MIR689102-Medium0.536.39G1C2———474812
SERPINA402-Medium0.538.15G1C2———356502
HEXA-AS102-Medium0.5312.75G1C2——18 cells — complete matches10
HLA-B02-Medium0.525.91G1C2EC.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)EPI.renal_thick_ascending_limb.barrier_repair (Tier: specific)130 cells — complete matches493836
PML02-Medium0.529.12G1C2——FIB.interstitial.mesenchymal_regulator (L2)2645
ENSG0000030004002-Medium0.524.30G1C2———00
THSD402-Medium0.5114.98G1C2—EPI.intrahepatic_cholangiocyte_defense (Tier: relevant)
EPI.intrahepatic_cholangiocyte_defense.raft_maturation (Tier: relevant)
75 cells — complete matches00
ADPGK02-Medium0.5111.40G1C2——4 cells — complete matches10
HIGD2B02-Medium0.5110.83G1C2——7 cells — complete matches00
ENSG0000030512502-Medium0.5017.08G2C2———2761
FAM3B02-Medium0.5015.04G2C1EPI.salivary_mucous_acinar.baseline (L2)—56 cells — complete matches1719
SNUPN02-Medium0.506.40G1C2——EC.venous.remodeling_stalk (L2), FIB.transitioning.secretory_procollagen (L2), T.CD4_Tcm.RNA_control (L2)210
SAPCD1-AS102-Medium0.496.67G1C2——MAC.LAM.perivascular_angiocrine (L2)2756
ENSG0000030020702-Medium0.493.92G1C2———67
ENSG0000028766802-Medium0.498.97G1C2———315436
PLAC402-Medium0.4914.01G2C2———910
GRAMD2A02-Medium0.4910.47G1C2——14 cells — complete matches00
ADPGK-AS102-Medium0.499.30G1C2——19 cells — complete matches25
NPTN02-Medium0.4911.28G1C2——DC.cDC2.adhesion_signaling (L2), T.CD4_cytotoxic.terminal_effector (L2)1025
INSYN102-Medium0.4913.07G2C1———2241
ENSG0000027325902-Medium0.487.59G1C2———343496
ENSG0000027158102-Medium0.486.34G1C2———348596
ENSG0000028564702-Medium0.486.21G1C2———364611
ZNF51302-Medium0.486.79G1C2——15 cells — complete matches268632
ENSG0000030886602-Medium0.4816.15G2C1———11
KRTCAP302-Medium0.476.29G1C2——30 cells — complete matches186569
NR2E302-Medium0.4715.86G2C1——EC.arterial.arteriole_gas_exchange (L2)00
SNX1702-Medium0.476.80G1C2——MAC.kupffer.tolerogenic (L2)268632
TMEM202-AS102-Medium0.4712.41G1C2——21 cells — complete matches02
EIF2B402-Medium0.476.70G1C2—FIB.barrier_secretory (Tier: relevant)5 cells — complete matches287671
HCP502-Medium0.475.79G1C2———510867
SH2B302-Medium0.474.54G1C2——47 cells — complete matches316770
OTUB202-Medium0.456.12G1C2——16 cells — complete matches328449
ASGR102-Medium0.456.73G1C2hepatocyte (L1), EPI.hepatic_ductular_cholangiocyte.acute_phase_complement (L2)HEP.periportal_metabolic.urea_onecarbon_secretory (Tier: specific)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
43 cells — complete matches184416
INSYN1-AS102-Medium0.459.30G2C1———1934
LINC0235602-Medium0.454.44G1C2——28 cells — complete matches263733
ENSG0000028697402-Medium0.455.40G1C2———95225
MCCD102-Medium0.452.02G2C1———35113
ENSG0000026026902-Medium0.456.49G1C2———311
GSC02-Medium0.455.20G1C2—FIB.barrier_secretory (Tier: relevant)24 cells — complete matches336487
PHETA102-Medium0.454.04G1C2———228664
GOLGA6C02-Medium0.4419.02G1C2———1930
ENSG0000030368602-Medium0.4415.89G2C2———2345
REC11402-Medium0.4411.10G2C1———616
TUNAR02-Medium0.447.16G1C2——20 cells — complete matches3754
COMMD402-Medium0.447.33G2C2——EC.venous.remodeling_stalk (L2), FIB.hepatic_stellate_cell.contractile (L2), FIB.transitioning.ISG_primed_interface (L2)00
CLK302-Medium0.4411.09G2C2———36
ENSG0000027545402-Medium0.445.75G1C2———420
ENSG0000023390202-Medium0.444.34G1C2———150247
ENSG0000026020602-Medium0.445.86G1C2———210
TSBP1-AS102-Medium0.446.86G1C2———106195
PTPN902-Medium0.436.03G1C2——16 cells — complete matches311
NPTN-IT102-Medium0.4312.29G2C1———921
NEO102-Medium0.4313.45G2C1——25 cells — complete matches726
IMP302-Medium0.436.10G1C2——B.age_associated.naive_transitional (L2)717
CCDC3302-Medium0.4320.34G2C2——12 cells — complete matches2862
HCN402-Medium0.4315.31G2C1———24
HLA-DRA02-Medium0.436.58G1C2B_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)EPI.renal_distal_tubule.stress (Tier: relevant)194 cells — complete matches6931,237
GTF3C202-Medium0.426.93G1C2——8 cells — complete matches280647
SNX3302-Medium0.425.57G1C2——18 cells — complete matches721
NFKBIL102-Medium0.422.34G2C1——4 cells — complete matches101243
FNDC402-Medium0.428.47G1C2—EPI.renal_distal_tubule.repair (Tier: relevant)32 cells — complete matches4881,610
ENSG0000029446602-Medium0.426.01G1C2———58138
ENSG0000025776702-Medium0.422.92G1C2———109353
GTF3C2-AS202-Medium0.426.71G1C2———271635
ENSG0000030712702-Medium0.426.75G1C2———182667
MX202-Medium0.428.26G2C1MESO.antiviral (L2)EPI.intrahepatic_cholangiocyte_defense.raft_maturation (Tier: relevant)51 cells — complete matches1217
MIR683202-Medium0.424.03G1C2———99170
ENSG0000028637302-Medium0.426.96G2C1———1826
ATXN202-Medium0.423.94G1C2——7 cells — complete matches4883
RBM2302-Medium0.425.51G1C2——B.naive.baseline (L2)1649
GOLGA6A02-Medium0.4214.10G2C2——4 cells — complete matches2032
SPATA31H102-Medium0.4111.41G1C2———4991,593
GPANK102-Medium0.413.39G1C2——6 cells — complete matches2743
PPM1G02-Medium0.416.65G1C2——DC.pDC.baseline (L2)268632
PRRC2A02-Medium0.413.51G1C2———110204
CLIC102-Medium0.416.16G2C2PC.IgG_systemic.secretory (L2)—10 cells — complete matches159256
ENSG0000029581102-Medium0.416.73G1C2———273641
CPS102-Medium0.413.86G1C2HEP.periportal_metabolic (L1S)HEP.periportal_metabolic.urea_onecarbon_secretory (Tier: specific)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
19 cells — complete matches116234
ENSG0000027333302-Medium0.413.32G1C2———245490
PKM02-Medium0.419.30G2C2B.naive.metabolic (L2), EPI.renal_principal_cell.injury_repair (L2), EPI.skin_follicular_keratinizing.upper_infundibulum (L2), NEU.EXC_SYT2.synaptic (L2), SKM.type_1_slow.glycolytic (L2), T.CD4_Th2.precursor (L2)—7 cells — complete matches00
NRBP102-Medium0.417.29G2C2——T.CD4_cytotoxic.precursor (L2)295731
SIN3A02-Medium0.417.28G1C2——8 cells — complete matches210
ENSG0000030846302-Medium0.4010.77G2C2———58
ENSG0000029852002-Medium0.406.63G1C2———267632
ENSG0000027674402-Medium0.407.28G1C2———29
MAN2C102-Medium0.407.78G2C2HEP.acute_phase.complement_antiviral (L2), NEU.EXC_SYT2.nuclear_reg (L2)—EC.arterial.ion_pump (L2), EC.heart_remodeling.capillary_metabolic (L2), MONO.CD16.inflammatory (L2)1130
ARID3B02-Medium0.4010.62G2C2—EPI.renal_distal_tubule.repair (Tier: relevant)30 cells — complete matches23
IFT17202-Medium0.408.09G1C2——16 cells — complete matches5751,693
ENSG0000029927202-Medium0.4010.54G2C2———02
SENP802-Medium0.4012.55G2C2——17 cells — complete matches00
MPV1702-Medium0.407.43G1C2——EPI.alveolar_type_1.baseline (L2), T.CD4_naive.gut_prone (L2)274641
ENSG0000030986202-Medium0.409.30G2C1———00
IQCG02-Medium0.4010.99G2C2——22 cells — complete matches00
ENSG0000026027402-Medium0.397.56G2C2———29
PRMT5-AS102-Medium0.393.45G1C2——22 cells — complete matches48
MYO9A02-Medium0.3913.41G2C2MAC.kupffer.fibrogenic (L2)—11 cells — complete matches00
ENSG0000022856602-Medium0.394.87G1C2———2977
MX102-Medium0.396.29G2C1MESO.antiviral (L2)—13 cells — complete matches1114
ENSG0000029583302-Medium0.396.97G1C2———274641
TMPRSS202-Medium0.396.16G2C1—EPI.renal_intercalated_cell_type_A (Tier: relevant)11 cells — complete matches1420
ENSG0000030752102-Medium0.387.07G2C2———1621
TRIM5402-Medium0.386.73G1C2——22 cells — complete matches243450
ENSG0000030449002-Medium0.3812.45G2C2———2966
ENSG0000030671702-Medium0.387.96G1C2———3941,491
MX1-AS102-Medium0.386.74G2C1———810
APOM02-Medium0.384.25G2C2EPI.ileal_bile_transport.absorptive_xenobiotic (L2)—13 cells — complete matches1416
MSH502-Medium0.376.90G2C2——13 cells — complete matches714
REEP302-Medium0.377.65G2C2——5 cells — complete matches132589
NOTCH402-Medium0.375.79G1C2——36 cells — complete matches143264
DNM1P3502-Medium0.374.24G1C2IPSC.axial_identity_primed (L2)—23 cells — complete matches414
ENSG0000026302002-Medium0.373.96G2C2———54128
CSNK2B02-Medium0.373.96G2C2———54128
CIMAP1C02-Medium0.373.74G1C2———210
UCN02-Medium0.376.69G1C2——ADIPO.immature (L2), FIB.reticular.stress_metallothionein (L2), MAC.LAM.lipid_opsonization (L2)255626
HAUS402-Medium0.373.03G2C2—EPI.intrahepatic_cholangiocyte_defense.raft_maturation (Tier: relevant)EPI.intrahepatic_cholangiocyte_defense.raft_maturation (L2), GRANU.neutrophil.primed_degranulation (L2), T.CD4_Tcm.retro_ZNF117 (L2)00
SLC30A302-Medium0.376.14G1C2——22 cells — complete matches223683
ENSG0000026163202-Medium0.379.58G2C2———00
CSPG402-Medium0.373.02G1C2oligodendrocyte_precursor_cell (L1), pericyte (L1), FIB.perivascular_interface (L1S), OPC.oligodendrocyte_precursor_cell (L1S), PERI.pericyte (L1S), OPC.premyelinating (L2), PC.IgA_muocsal.baseline (L2)—32 cells — complete matches210
CUX202-Medium0.364.40G1C2NEU.EXC_IT (L1S)HEP.periportal_metabolic.urea_onecarbon_secretory (Tier: specific)13 cells — complete matches207650
LRCH302-Medium0.364.61G1C2——12 cells — complete matches00
ENSG0000029428102-Medium0.364.57G1C2———156504
ENSG0000029983202-Medium0.364.57G1C2———156504
MSH5-SAPCD102-Medium0.366.76G2C2——15 cells — complete matches713
CPOX02-Medium0.367.24G2C2——17 cells — complete matches2541
ENSG0000029405202-Medium0.366.26G1C2———66242
LINC0146002-Medium0.364.64G2C2——cardiomyocyte (L1), CM.cardiomyocyte (L1S), EC.capillary.postcap_venule (L2)1540
RBKS02-Medium0.353.38G1C2FIB.adventitial.activated_remodelling (L2), SMC.activated (L2)—49 cells — complete matches140286
TNXB02-Medium0.355.80G2C2GRANU.neutrophil.antiviral_endotoxin (L2)ASPC.stem_like_progenitor (Tier: specific)
FIB.barrier_secretory (Tier: relevant)
ASPC.signal_integrator (Tier: relevant)
27 cells — complete matches153526
ENSG0000030462302-Medium0.353.83G1C2———219658
RIPK402-Medium0.354.43G2C1——25 cells — complete matches33
GPSM302-Medium0.353.41G1C2——50 cells — complete matches358590
ATP6V1G2-DDX39B02-Medium0.352.55G2C2——11 cells — complete matches69185
PPCDC02-Medium0.343.30G1C2——12 cells — complete matches1324
ATP6V1G202-Medium0.342.39G2C2——12 cells — complete matches73194
SNHG3202-Medium0.345.32G2C2———3869
ACAP102-Medium0.341.42G1C2MAC.kupffer.monocyte_like (L2)—93 cells — complete matches107149
MICB02-Medium0.343.67G2C2——43 cells — complete matches294633
ATXN2-AS02-Medium0.333.93G2C2——14 cells — complete matches11
MICB-DT02-Medium0.333.27G2C2———131286
SNORD5202-Medium0.334.02G2C2———3255
MIR470702-Medium0.333.03G2C2———00
NRBF202-Medium0.334.58G2C2——FIB.lung_alveolar.mito_secretory (L2), MONO.CD14.repair_M2_like (L2)25
PRMT502-Medium0.322.95G2C2——4 cells — complete matches528
TNF02-Medium0.321.48G2C2B.naive.activated (L2), EC.capillary.inflammatory (L2), EPI.ectocervical_granular.inflammatory (L2), EPI.renal_principal_cell.inflammatory (L2), ILC2.activated (L2), MAC.alveolar.inflammatory (L2), MAC.microglia_like.inflammatory_chemokine (L2), T.CD4_Trm.activated (L2), T.CD4_cytotoxic.NK_adapted (L2), T.CD8_Trm.inflammatory (L2)EPI.renal_distal_tubule (Tier: specific)
EPI.renal_thick_ascending_limb.barrier_repair (Tier: specific)
EPI.intrahepatic_cholangiocyte_transport (Tier: relevant)
EPI.renal_distal_tubule.immune_modulatory (Tier: relevant)
EPI.renal_distal_tubule.repair (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
EPI.renal_principal_cell.inflammatory (Tier: relevant)
111 cells — complete matches75194
SNORD4802-Medium0.325.19G2C2———16
BAG602-Medium0.324.07G2C2——MONO.CD16.inflammatory (L2)73116
C14orf9302-Medium0.322.72G2C2——16 cells — complete matches00
ENSG0000028012902-Medium0.322.72G2C2———00
ENSG0000028932602-Medium0.324.06G2C2———2254
PRMT5-DT02-Medium0.323.06G2C2———00
ATF6B02-Medium0.314.92G2C2——B.age_associated.naive_transitional (L2), EC.lymphatic.valve (L2)71164
PRDM1502-Medium0.312.74G2C1——20 cells — complete matches55
ENSG0000029974702-Medium0.315.40G2C2———346745
AIF102-Medium0.313.39G2C2IPSC.mesodermal_primed (L2), T.CD4_Tcm.stress (L2)—118 cells — complete matches433801
FKBPL02-Medium0.315.10G2C2—FIB.barrier_secretory (Tier: relevant)19 cells — complete matches46125
ENSG0000028482902-Medium0.305.03G2C2———41114
C15orf3902-Medium0.303.58G1C2—EPI.renal_distal_tubule (Tier: specific)
EPI.renal_distal_tubule.immune_modulatory (Tier: relevant)
32 cells — complete matches1863
ENSG0000030792302-Medium0.305.91G2C2———371796
ENSG0000028937502-Medium0.303.63G2C2———00
C4B02-Medium0.305.85G2C2EPI.hepatic_ductular_cholangiocyte.acute_phase_complement (L2), HEP.acute_phase.complement_antiviral (L2), HEP.pericentral_lipoprotein.ApoB_coagulation (L2)EPI.renal_thick_ascending_limb.barrier_repair (Tier: specific)
FIB.barrier_secretory (Tier: relevant)
EPI.endocervical_secretory.secretory_translocon (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
69 cells — complete matches48103
PPT202-Medium0.294.71G2C2——14 cells — complete matches52132
PPT2-EGFL802-Medium0.294.69G2C2——14 cells — complete matches52132
ENSG0000022340002-Medium0.291.72G2C1———57
ENSG0000029676702-Medium0.293.31G1C2———720
EGFL802-Medium0.273.69G2C2——33 cells — complete matches107174
AJUBA-DT02-Medium0.272.53G2C2———00
DSCAM02-Medium0.262.63G2C2——12 cells — complete matches00
SCAMP502-Medium0.262.43G1C2—FIB.barrier_secretory (Tier: relevant)28 cells — complete matches410
JMJD1C-AS102-Medium0.257.14G2C2——15 cells — complete matches1319
ENSG0000028928202-Medium0.243.81G2C2———00
DSCAM-IT102-Medium0.231.76G2C2———00
ENSG0000030189802-Medium0.233.45G2C2———00
NRG402-Medium0.102.71G2C2——31 cells — complete matches828

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.