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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.

FING00000053 · All tissues

Alcohol use disorder, Swedish definition: 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: Alcohol use disorder

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)
1induced_pluripotent_stem_cell43.93Significant3.30e-491.34Relevant00
2oligodendrocyte_precursor_cell28.36Significant7.48e-041.24Specific4611,454
3oligodendrocyte22.23Significant1.98e-351.29Specific3851,507
4neuron20.92Significant5.93e-071.19Specific3301,328
5dendritic_cell11.24Significant0.211.08Specific496724
6monocyte7.50Significant1.38e-171.13Specific2,1763,871
7astrocyte6.45Significant1.001.03Specific2561,203
8haematopoietic_progenitor_cell3.81Nominal1.000.85Other262502
9platelet2.82Nonsignificant—0.42Other85104
10macrophage2.48Nonsignificant1.000.80Other8131,732
11microglia2.47Nonsignificant1.000.84Other61129
12schwann_cell2.42Nonsignificant1.000.97Other1057
13hepatocyte2.36Nonsignificant1.000.86Other1,5153,822
14epithelial_cell2.35Nonsignificant1.000.89Other2447
15melanocyte2.05Nonsignificant1.000.83Other97309
16skeletal_muscle_cell1.48Nonsignificant1.000.80Other9442,600
17B_cell1.40Nonsignificant1.000.78Other356694
18natural_killer_cell1.37Nonsignificant1.000.78Other1,2042,052
19granulocyte1.00Nonsignificant1.000.72Other56
20granulosa_cell0.98Nonsignificant1.000.69Other293670
21thymocyte0.38Nonsignificant1.000.80Other168512
22cardiomyocyte0.38Nonsignificant1.000.65Other5332,045
23plasma_cell0.27Nonsignificant1.000.58Other1724
24T_cell0.16Nonsignificant1.000.48Other470959
25smooth_muscle_cell0.08Nonsignificant1.000.52Other27139
26fibroblast0.05Nonsignificant1.000.53Other184826
27endothelial_cell0.05Nonsignificant1.000.46Other373974
28adipose_stem_and_progenitor_cell0.03Nonsignificant1.000.43Other327954
29innate_lymphoid_cell_20.02Nonsignificant1.000.45Other38
30muscle_stem_cell0.02Nonsignificant1.000.40Other727
31adipocyte6.53e-03Nonsignificant1.000.34Other33111
32pericyte6.21e-03Nonsignificant1.000.35Other128517
33mesothelial_cell5.53e-03Nonsignificant1.000.38Other636
34chondrocyte2.53e-03Nonsignificant1.000.27Other5481,069

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1IPSC.induced_pluripotent_stem_cell43.93Significant——Relevant00
2NEU.INH_PVALB42.54Significant2.96e-042.03—193183
3NEU.EXC_SYT237.96Significant—1.01—4077
4EPI.intrahepatic_cholangiocyte_transport31.62Significant—2.70Relevant1242
5OPC.oligodendrocyte_precursor_cell28.36Significant——Specific4131,269
6EPI.hepatic_ductular_cholangiocyte22.43Significant0.111.23Relevant83243
7OLG.oligodendrocyte22.23Significant——Specific3841,397
8NEU.EXC_IT21.12Significant0.531.17—411192
9DC.cDC118.89Significant7.45e-042.15Specific55112
10NEU.EXC_CT17.46Significant1.000.79—362384
11NEU.EXC_NTNG115.54Significant—0.00—00
12EPI.intrahepatic_cholangiocyte_defense14.93Significant—1.70Relevant813
13EPI.tracheal_basal14.84Significant0.081.23Relevant3981,120
14NEU.INH_VIP13.12Significant1.000.16—241366
15DC.pDC12.90Significant0.241.30Relevant4961,028
16EPI.pancreatic_ductal_bicarbonate11.91Significant6.04e-041.24Specific131548
17EPI.tracheal_suprabasal11.86Significant1.001.18Relevant2956
18EPI.esophageal_suprabasal11.45Significant0.291.16Relevant158404
19DC.cDC210.43Significant0.960.55Specific1,1891,793
20EPI.bile_duct_cholangiocyte9.63Significant1.001.16Relevant3760
21MAC.MDM8.73Significant1.01e-121.74Specific623986
22MONO.CD147.92Significant2.98e-172.57Specific2,2944,139
23EPI.esophageal_basal6.86Significant1.001.13Relevant410
24EPI.extrahepatic_cholangiocyte6.79Significant—1.17Relevant3771
25ASTRO.astrocyte6.45Significant——Specific2281,111
26EPI.pancreatic_islet6.05Significant1.001.06Other52132
27DC.mig5.71Significant—0.00Relevant89156
28MONO.CD165.33Nominal1.000.06Other1,3041,835
29EPI.pancreatic_ductal_mucinous4.86Nominal1.001.04Other219430
30HEP.canalicular_transport4.05Nominal3.12e-161.58Other1,2903,434
31HPC.haematopoietic_progenitor_cell3.81Nominal——Other211370
32NEU.INH_LAMP53.72Nominal1.000.03Other263532
33EPI.pancreatic_ductal_perivascular3.57Nominal1.001.06Other430
34EPI.colonic_tuft3.40Nominal—0.85Other724
35EPI.pancreatic_ductal_progenitor3.03Nominal1.001.03Other234873
36PLAT.platelet2.82Nonsignificant—0.00Other3853
37EPI.pancreatic_acinar2.69Nonsignificant1.000.96Other4291,475
38MAC.resident_repair2.68Nonsignificant0.271.18Other7961,426
39MG.microglia2.47Nonsignificant——Other490
40SCHWN.schwann_cell2.42Nonsignificant——Other733
41EPI.cervical_suprabasal2.32Nonsignificant—0.74Other1450
42MAC.kupffer2.31Nonsignificant1.000.92Other189530
43SKM.type_1_slow2.20Nonsignificant1.66e-353.29Other9232,478
44EPI.ectocervical_granular2.19Nonsignificant—0.52Other1123
45MEL.melanocyte2.05Nonsignificant——Other79242
46EPI.skin_keratinocyte_proliferating1.96Nonsignificant1.000.86Other4776
47EPI.endocervical_secretory1.78Nonsignificant—0.68Other00
48MAC.LAM1.78Nonsignificant1.001.02Other9142,064
49B.memory1.76Nonsignificant1.30e-111.99Other442882
50MAC.microglia_like1.71Nonsignificant1.000.77Other124179
51EPI.skin_interfollicular_spinous1.59Nonsignificant1.000.88Other260563
52HEP.periportal_metabolic1.58Nonsignificant1.000.68Other1,7504,427
53MAC.resident_iron1.51Nonsignificant1.000.66Other1621
54MAC.proliferating1.38Nonsignificant1.000.86Other87253
55NK.natural_killer_cell1.37Nonsignificant——Other1,2042,045
56T.CD8_Tem1.32Nonsignificant6.83e-191.17Other1,0831,857
57FIB.hepatic_stellate_cell1.29Nonsignificant—2.12Other64252
58B.age_associated1.26Nonsignificant1.000.72Other207350
59GRANU.neutrophil1.20Nonsignificant0.561.31Other1,2352,649
60B.naive1.16Nonsignificant1.000.23Other307595
61HEP.acute_phase1.13Nonsignificant1.000.63Other1,4413,641
62EPI.alveolar_type_21.03Nonsignificant1.000.85Other8131,853
63GRNLSA.granulosa_cell0.98Nonsignificant——Other2570
64EPI.skin_keratinocyte_basal0.97Nonsignificant—0.45Other1326
65SKM.type_2_fast0.93Nonsignificant1.000.11Other9722,639
66GRANU.MAST0.88Nonsignificant0.930.38Other56
67MAC.resident_cardiac0.85Nonsignificant1.000.55Other4851,074
68EPI.colonic_enteroendocrine0.70Nonsignificant—0.40Other11
69EC.lymphatic0.67Nonsignificant2.17e-041.33Other630998
70EPI.salivary_duct_excretory0.59Nonsignificant1.000.75Other85180
71EPI.gastric_foveolar0.55Nonsignificant—0.35Other00
72EPI.tracheal_submucosal_gland0.52Nonsignificant—0.25Other00
73PC.IgG_systemic0.42Nonsignificant0.391.12Other4160
74T.CD4_cytotoxic0.40Nonsignificant1.001.01Other8551,493
75THYMO.thymocyte0.38Nonsignificant——Other163495
76CM.cardiomyocyte0.38Nonsignificant——Other5242,032
77EPI.ileal_bile_transport0.35Nonsignificant1.000.78Other6193
78EPI.skin_keratinocyte_progenitor0.31Nonsignificant—0.15Other03
79EPI.ileal_enterocyte_absorptive0.28Nonsignificant1.000.75Other118338
80HEP.pericentral_lipoprotein0.27Nonsignificant—0.00Other00
81EPI.renal_thick_ascending_limb0.27Nonsignificant1.000.72Other4531,153
82PC.IgA_muocsal0.25Nonsignificant0.840.88Other1831
83EPI.renal_distal_tubule0.19Nonsignificant1.000.82Other133361
84EPI.skin_follicular_keratinizing0.18Nonsignificant1.000.69Other3081
85EPI.salivary_intercalated_defense0.15Nonsignificant1.000.67Other81161
86MAC.alveolar0.14Nonsignificant1.000.16Other1,4323,122
87FIB.barrier_secretory0.09Nonsignificant0.791.24Other81228
88T.gamma_delta0.09Nonsignificant1.000.93Other5881,078
89EPI.ileal_enterocyte_crypt0.09Nonsignificant1.000.59Other67113
90EPI.colonocyte0.08Nonsignificant1.000.70Other294815
91SMC.smooth_muscle_cell0.08Nonsignificant——Other20101
92FIB.adventitial0.08Nonsignificant0.011.08Other2681,447
93T.CD8_Trm0.07Nonsignificant1.000.87Other211346
94FIB.tracheal_subepithelial0.07Nonsignificant—1.37Other00
95T.CD8_Tcm0.05Nonsignificant1.000.99Other460926
96EPI.lung_club_secretory0.05Nonsignificant1.000.66Other514
97T.CD8_transitional0.05Nonsignificant1.000.89Other497932
98T.CD8_naive0.05Nonsignificant1.000.86Other317708
99FIB.skin_neurosecretory0.05Nonsignificant—1.47Other00
100T.CD4_Th170.05Nonsignificant1.000.89Other421794
101EC.venous0.05Nonsignificant1.000.98Other5161,387
102EC.liver_sinusoidal0.04Nonsignificant0.831.11Other1,0831,925
103T.CD4_transitional0.04Nonsignificant1.000.85Other48110
104FIB.lung_alveolar0.04Nonsignificant—1.31Other615
105FIB.perivascular_interface0.04Nonsignificant0.791.07Other00
106T.CD4_naive0.03Nonsignificant1.000.87Other399866
107T.CD4_Trm0.03Nonsignificant1.000.82Other176363
108T.CD4_Tfh0.03Nonsignificant1.000.87Other4745
109FIB.barrier_purinergic0.03Nonsignificant—1.24Other13
110ASPC.adipose_stem_and_progenitor_cell0.03Nonsignificant——Other324930
111FIB.skin_sheath0.03Nonsignificant0.791.06Other49118
112FIB.skin_tenogenic0.02Nonsignificant—1.15Other108227
113T.CD4_Treg0.02Nonsignificant1.000.88Other244511
114EC.capillary0.02Nonsignificant1.000.85Other5141,635
115EPI.skin_sweat_duct_keratinocyte0.02Nonsignificant1.000.55Other146301
116ILC2.innate_lymphoid_cell_20.02Nonsignificant——Other20
117MUSC.muscle_stem_cell0.02Nonsignificant——Other418
118EPI.alveolar_type_10.02Nonsignificant1.000.55Other26101
119T.CD4_Th20.01Nonsignificant—0.28Other12
120EPI.renal_intercalated_cell_type_A0.01Nonsignificant1.000.53Other67142
121EPI.renal_intercalated_cell_type_B0.01Nonsignificant—0.00Other67
122T.CD4_Tem0.01Nonsignificant1.000.74Other365697
123EPI.thymic_medullary9.90e-03Nonsignificant1.000.40Other26133
124EPI.salivary_serous_acinar9.56e-03Nonsignificant1.000.61Other233531
125FIB.reticular8.33e-03Nonsignificant1.000.82Other1987
126FIB.suburothelial7.84e-03Nonsignificant1.000.84Other122432
127EPI.lung_multiciliated6.97e-03Nonsignificant1.000.37Other1649
128EC.arterial6.71e-03Nonsignificant1.000.69Other356885
129EPI.renal_immature_ureteric_bud6.69e-03Nonsignificant1.000.40Other217569
130FIB.skin_papillary6.62e-03Nonsignificant—0.70Other00
131FIB.interstitial6.59e-03Nonsignificant1.000.73Other288940
132EPI.skin_hair_follicle_companion6.57e-03Nonsignificant—0.00Other812
133ADIPO.adipocyte6.53e-03Nonsignificant——Other2062
134PERI.pericyte6.21e-03Nonsignificant——Other1170
135MESO.mesothelial_cell5.53e-03Nonsignificant——Other218
136EPI.salivary_duct_ion_transport4.58e-03Nonsignificant1.000.42Other511
137T.CD4_Tcm3.97e-03Nonsignificant1.000.67Other494988
138EPI.salivary_myoepithelial3.51e-03Nonsignificant1.000.38Other191714
139B.germinal_center3.43e-03Nonsignificant1.000.00Other233655
140EPI.skin_appendage_keratinocyte2.88e-03Nonsignificant1.000.34Other87222
141FIB.transitioning2.62e-03Nonsignificant0.791.05Other172497
142FIB.neurolectin_mucosa2.61e-03Nonsignificant1.000.74Other133394
143CHOND.chondrocyte2.53e-03Nonsignificant——Other519730
144EPI.skin_hair_follicle_bulge2.17e-03Nonsignificant1.000.30Other51178
145EPI.renal_proximal_tubule1.74e-03Nonsignificant1.000.31Other525806
146T.MAIT1.59e-03Nonsignificant1.000.75Other469855
147EPI.skin_sebaceous_duct_luminal1.53e-03Nonsignificant1.000.29Other100249
148EC.heart_remodeling1.08e-03Nonsignificant1.000.29Other5691,594
149EPI.salivary_mucous_acinar6.43e-04Nonsignificant1.000.10Other6391,189
150EPI.ileal_goblet5.87e-04Nonsignificant1.000.19Other181432
151EPI.renal_principal_cell5.18e-04Nonsignificant1.000.13Other207403
152EPI.thymic_cortical2.25e-04Nonsignificant1.000.15Other442824

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1IPSC.mesenchymal_primed72.71Significant3.35e-252.73—00
2IPSC.neural_primed63.46Significant8.64e-072.09—00
3IPSC.midbrain_primed61.60Significant0.101.64Relevant00
4NEU.INH_PVALB.neuromodulatory59.22Significant—0.55—00
5NEU.INH_PVALB.nuclear_reg58.28Significant0.181.58—2512
6NEU.EXC_SYT2.nuclear_reg57.13Significant—0.97—00
7IPSC.stress55.96Significant0.331.34Relevant00
8NEU.INH_PVALB.fastspike53.79Significant—0.62—2422
9IPSC.canonical_pluripotent46.25Significant0.311.25—00
10NEU.INH_PVALB.serotonergic45.36Significant—0.14—00
11IPSC.stromal_primed42.23Significant1.000.92—00
12EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo42.21Significant—0.73—00
13NEU.EXC_IT.adhesion37.76Significant7.04e-052.44—252108
14EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate36.75Significant—1.59—00
15OLG.reactive_repair34.79Significant9.06e-123.40—385385
16IPSC.proliferative34.71Significant1.000.50—00
17IPSC.axial_identity_primed32.51Significant1.000.23—00
18NEU.EXC_CT.Ca2_sensor31.91Significant—1.44—00
19OPC.homeostatic30.54Significant0.211.71—394160
20IPSC.mesendo_primed29.40Significant1.000.23—00
21EPI.hepatic_ductular_cholangiocyte.polarity28.78Significant—0.62—00
22OPC.proliferative_immune_interact28.72Significant0.710.99Relevant180373
23EPI.hepatic_ductular_cholangiocyte.ion_transport28.26Significant—0.78Relevant00
24NEU.EXC_IT.transitional26.97Significant4.50e-032.10—237142
25DC.cDC1.homeostatic_inhibitory26.21Significant—1.01Relevant00
26NEU.EXC_SYT2.synaptic26.00Significant—0.00—00
27OLG.vesicle_trafficking25.90Significant0.031.86—12410
28EPI.esophageal_suprabasal.proliferative_G2M25.83Significant—2.10—00
29OPC.premyelinating25.76Significant0.960.27—18512
30EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling24.92Significant—0.00—00
31EPI.hepatic_ductular_cholangiocyte.secretory_transport24.49Significant—0.33—00
32DC.cDC1.proliferative23.55Significant—0.89Relevant00
33OLG.myelinating_stress23.42Significant0.101.53—23262
34NEU.INH_PVALB.metabotropic23.13Significant—0.00—00
35OLG.stress22.72Significant0.161.36—2328
36OLG.myelinating_mature22.68Significant0.101.41—36394
37EPI.intrahepatic_cholangiocyte_transport.mucin_secretory22.61Significant—0.00—00
38EPI.pancreatic_islet.delta22.29Significant—1.64Relevant00
39EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion20.76Significant—0.00—53
40NEU.INH_PVALB.chandelier19.11Significant1.000.00—1916
41DC.cDC1.cross_presenting18.98Significant—0.00—00
42NEU.EXC_NTNG1.nuclear_reg18.55Significant—0.67—00
43DC.cDC1.activated18.31Significant—0.00Relevant00
44EPI.pancreatic_ductal_bicarbonate.barrier_mucin18.23Significant2.36e-032.33Specific219533
45NEU.EXC_IT.guidance18.09Significant1.000.55—27463
46EPI.intrahepatic_cholangiocyte_defense.secretory_barrier17.77Significant—0.73—00
47OLG.regulatory17.67Significant1.000.07—35373
48EPI.esophageal_suprabasal.basal_transitional17.36Significant0.011.99—4467
49NEU.INH_VIP.opioid17.34Significant—0.85—509
50NEU.EXC_IT.callosal17.28Significant1.000.33—286119
51NEU.EXC_IT.neuromodulated16.83Significant1.000.59—176116
52EPI.hepatic_ductular_cholangiocyte.stress16.72Significant—0.00—00
53OLG.regulatory_activated16.72Significant1.000.13Specific196614
54NEU.EXC_CT.projector16.63Significant0.780.70—8726
55EPI.tracheal_suprabasal.transitional_wound16.46Significant—0.60—161
56EPI.tracheal_basal.homeostatic_progenitor16.33Significant0.101.90—28574
57NEU.INH_VIP.excitatory_coupled16.17Significant—0.56—130
58EPI.pancreatic_ductal_bicarbonate.repair_actin_junction16.08Significant—0.88Relevant00
59EPI.esophageal_suprabasal.proliferative_S15.97Significant—0.73—2641
60MONO.CD14.cord_tolerance15.93Significant2.68e-163.34—864753
61NEU.INH_VIP.canonical_disinhibitory15.74Significant0.081.58—5938
62NEU.INH_VIP.serotonergic15.67Significant—0.53—92
63NEU.EXC_IT.structural14.86Significant1.000.09—17141
64NEU.EXC_CT.Ca2_signaling14.76Significant—0.03—6817
65EPI.pancreatic_ductal_bicarbonate.inflammatory14.20Significant0.241.63Relevant1432
66IPSC.neuroendocrine_primed14.14Significant—0.00—00
67DC.pDC.baseline14.07Significant0.511.19Relevant88123
68NEU.INH_VIP.nuclear_reg13.93Significant—0.14—204
69DC.cDC2.migratory13.61Significant0.661.39—18539
70EPI.hepatic_ductular_cholangiocyte.barrier_chemokine13.48Significant—0.00—69
71NEU.EXC_CT.remodeling13.31Significant—0.00—231
72DC.pDC.immature_metabolic13.22Significant0.271.67Relevant78124
73IPSC.endoderm_primed12.91Significant1.004.31e-03Relevant00
74EPI.tracheal_basal.activated_stress12.61Significant0.960.12—320
75NEU.INH_VIP.regulatory_remodeling12.18Significant—0.00—61
76DC.cDC2.tolerogenic_regulatory12.16Significant0.730.91—444
77NEU.EXC_NTNG1.synaptic12.10Significant—0.00—00
78EPI.pancreatic_ductal_bicarbonate.activated11.86Significant0.731.06—107
79EPI.esophageal_suprabasal.proliferative_exit11.74Significant—0.13—00
80EPI.intrahepatic_cholangiocyte_defense.raft_maturation11.69Significant—0.00Relevant00
81NEU.INH_VIP.cannabinoid11.65Significant—0.00—00
82EPI.hepatic_ductular_cholangiocyte.acute_phase_complement11.35Significant—0.00—00
83EPI.bile_duct_cholangiocyte.secretory_mucin11.27Significant—0.22Relevant712
84DC.pDC.poised_migratory11.24Significant0.940.27Relevant5495
85IPSC.mesodermal_primed11.04Significant1.000.00—00
86NEU.INH_VIP.matrix10.95Significant—0.00—2477
87MAC.MDM.APC_dendritic10.76Significant0.131.49—4815
88DC.cDC2.proliferative10.63Significant—0.31Relevant3971
89DC.cDC2.adhesion_signaling10.43Significant0.731.04—359
90DC.cDC2.monocyte_like10.32Significant0.731.10—1,285791
91MAC.MDM.inflammatory_phagocytic10.10Significant0.031.74—19952
92EPI.esophageal_basal.junctional_barrier9.93Significant—1.01Relevant00
93EPI.pancreatic_ductal_bicarbonate.baseline9.93Significant1.000.38Relevant1142
94EPI.extrahepatic_cholangiocyte.barrier_interface9.93Significant—0.73Relevant00
95EPI.pancreatic_ductal_bicarbonate.junctional_remodel9.65Significant—0.00Relevant49237
96DC.cDC2.pro_inflammatory9.58Significant0.730.91—35
97ASTRO.immature_lipid9.32Significant1.21e-032.46Specific23113
98HPC.MEP8.90Significant0.021.59Specific5991,195
99MONO.CD14.APC_like8.43Significant0.151.40Relevant1,6862,493
100EPI.esophageal_suprabasal.differentiating_keratin8.23Significant1.000.00—13161
101MONO.CD14.baseline8.15Significant0.141.28—2,26876
102EPI.bile_duct_cholangiocyte.inflammatory_APC8.08Significant—0.00—20
103EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump7.99Significant1.000.04Relevant40191
104HPC.MPP_activated7.94Significant—0.94Relevant00
105DC.cDC2.antiviral7.60Significant0.870.66—10037
106EPI.pancreatic_islet.beta7.44Significant0.211.24Relevant4257
107MONO.CD16.inflammatory7.24Significant4.06e-072.46—1,640168
108MONO.CD14.remodeling7.23Significant1.000.81—2,373295
109DC.cDC1.baseline6.91Significant—0.00Relevant00
110ASTRO.stress_acute6.84Significant0.611.30—6056
111MAC.MDM.complement_resolving6.81Significant0.980.42Relevant440860
112ASTRO.stress_mito6.77Significant0.990.83—47110
113ASTRO.neuromodulatory6.61Significant0.990.79Relevant34172
114PLAT.megakaryocytic6.44Significant—0.97Relevant00
115ASTRO.homeostatic6.24Significant0.990.91—200431
116EPI.pancreatic_ductal_bicarbonate.stress6.22Significant—0.00—1233
117MAC.MDM.LAM_like6.22Significant0.980.46Relevant1214
118ASTRO.synaptic_interaction6.19Significant0.131.69Relevant76334
119ASTRO.hypoxia_angiogenic6.07Significant0.990.67Relevant518
120EPI.pancreatic_ductal_mucinous.mucin_rich_barrier6.04Significant0.221.36Relevant4491,034
121EPI.esophageal_basal.activated_progenitor5.83Significant1.000.00—10
122DC.mig.baseline5.71Significant—0.00—10
123ASTRO.A1_reactive5.63Significant0.990.26—433394
124GRNLSA.angiocrine_mechanosensory5.62Significant—2.33Relevant00
125CM.inflammatory5.61Significant—2.83Relevant00
126NEU.INH_VIP.develop_niche5.61Significant—0.00—00
127MONO.CD16.hepatic_mac_like5.58Significant0.211.42Other803117
128EPI.pancreatic_ductal_mucinous.remodeling_channel_rich5.56Significant—0.10Relevant00
129MONO.CD16.baseline5.55Significant0.251.33Other501
130EPI.tracheal_suprabasal.secretory_immune5.55Significant—0.00Other00
131EPI.pancreatic_acinar.quiet_dedifferentiation5.36Nominal6.46e-031.76Other142171
132HEP.canalicular_transport.ductular_like_transition5.35Nominal0.011.72Other40087
133ASTRO.A2_reactive5.15Nominal0.990.32Other1037
134EPI.pancreatic_acinar.inflammatory_regenerative5.06Nominal0.201.36Other25113
135NEU.INH_LAMP5.exc_inh_balance4.96Nominal—0.94Other462
136NEU.INH_VIP.enkephalinergic4.91Nominal—0.00Other00
137MONO.CD14.platelet_bound4.79Nominal1.000.04Other964176
138HEP.canalicular_transport.baseline4.75Nominal0.681.02Other199477
139HEP.canalicular_transport.pericentral_like_hypoxia4.69Nominal0.531.25Other3268
140HEP.canalicular_transport.injury_stress4.57Nominal0.671.09Other28924
141HEP.periportal_metabolic.inflammatory_activated4.47Nominal0.061.26Other7121,610
142MAC.kupffer.monocyte_like4.37Nominal—1.29Other00
143HEP.canalicular_transport.secretory_ERAD_UPR4.26Nominal1.000.72Other23228
144EPI.colonic_tuft.homeostatic4.16Nominal—0.42Other00
145THYMO.proliferative_G2M4.14Nominal—1.90Other164413
146EPI.ectocervical_granular.proliferative_basal4.07Nominal—1.15Other00
147EPI.endocervical_secretory.squamous_barrier4.06Nominal—0.67Other00
148MONO.CD16.patrolling3.99Nominal1.000.37Other797216
149MONO.CD14.repair_M2_like3.97Nominal1.000.03Other5501,495
150EPI.pancreatic_ductal_mucinous.proliferative_gastric_like3.92Nominal—0.00Other00
151EPI.extrahepatic_cholangiocyte.mucin_secretory3.84Nominal—0.00Other00
152NEU.INH_VIP.LAMP5_hybrid3.78Nominal—0.00Other19
153MAC.resident_repair.antigen_presenting3.73Nominal4.42e-032.01Other244113
154SCHWN.axon_contact_cardiac3.71Nominal0.081.49Other1863
155EPI.pancreatic_ductal_progenitor.ciliated_transport3.69Nominal—0.59Other105368
156EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic3.68Nominal—0.97Other00
157EPI.pancreatic_ductal_perivascular.protective_antioxidant3.58Nominal—0.00Other1169
158EPI.pancreatic_ductal_perivascular.baseline3.57Nominal0.510.97Other15
159MONO.CD16.platelet_bound3.32Nominal1.000.46Other372508
160EPI.cervical_suprabasal.inflammatory_repair3.29Nominal—0.73Other00
161EPI.skin_keratinocyte_proliferating.early_spinous_transition3.14Nominal—0.75Other135290
162MAC.kupffer.fibrogenic3.13Nominal—0.97Other00
163EPI.pancreatic_acinar.baseline3.09Nominal0.031.47Other274163
164MAC.kupffer.inflammatory3.02Nominal—0.65Other74
165MG.phagocytic_APC2.97Nonsignificant0.071.77Other258
166THYMO.proliferative_S2.96Nonsignificant0.311.12Other163418
167HEP.canalicular_transport.inflammatory2.95Nonsignificant1.000.21Other1,335194
168EPI.pancreatic_ductal_progenitor.baseline2.93Nonsignificant0.421.09Other179702
169NEU.INH_LAMP5.glial_interface2.92Nonsignificant—0.00Other00
170EPI.pancreatic_acinar.stress2.89Nonsignificant0.651.05Other2828
171MAC.LAM.inflammatory_APC2.87Nonsignificant3.26e-061.51Other872165
172MONO.CD14.inflammatory2.85Nonsignificant1.000.01Other92134
173NEU.INH_LAMP5.projecting2.83Nonsignificant—0.00Other00
174NEU.INH_LAMP5.rosehip2.78Nonsignificant—0.00Other00
175MAC.resident_repair.chemokine_angiocrine2.77Nonsignificant1.000.97Other87138
176SKM.type_1_slow.oxidative2.77Nonsignificant9.38e-032.07Other802251
177HPC.MPP_IEG2.70Nonsignificant0.950.77Other4546
178EPI.colonic_tuft.activated2.65Nonsignificant—0.00Other00
179MEL.dedifferentiated_migratory2.56Nonsignificant—0.79Other00
180MEL.mature_oxidative_traffic2.56Nonsignificant0.021.95Other247285
181EPI.skin_interfollicular_spinous.stress_UPR2.49Nonsignificant—0.90Other00
182MAC.proliferating.stress2.45Nonsignificant—0.31Other87136
183HEP.canalicular_transport.sterol_lipid_biosynthesis2.39Nonsignificant—0.00Other1020
184MG.expanding2.38Nonsignificant0.830.70Other21
185MEL.stress_glucocorticoid2.38Nonsignificant0.141.61Other1134
186MAC.resident_repair.ECM_stromal_crosstalk2.35Nonsignificant1.000.58Other95158
187HEP.acute_phase.hypoxia_lipid2.32Nonsignificant—0.93Other00
188NK.adaptive_HLAE_tuned2.27Nonsignificant8.97e-102.21Other1,124189
189SKM.type_1_slow.contractile2.23Nonsignificant0.850.91Other5968
190MG.baseline2.22Nonsignificant0.830.66Other165
191MAC.resident_iron.APC_iron_sensing2.20Nonsignificant0.081.59Other211114
192B.memory.pDC_imprint2.17Nonsignificant0.481.42Other157103
193EPI.skin_interfollicular_spinous.early_differentiation2.16Nonsignificant0.191.52Other8919
194EPI.ectocervical_granular.inflammatory2.13Nonsignificant—0.32Other00
195EPI.pancreatic_ductal_progenitor.ADM_like2.11Nonsignificant—0.00Other00
196HEP.periportal_metabolic.acute_phase_barrier2.06Nonsignificant0.771.00Other533138
197MAC.microglia_like.inflammatory_chemokine2.04Nonsignificant—0.00Other2032
198HPC.LMPP2.01Nonsignificant0.950.82Other6531
199B.memory.migratory1.98Nonsignificant0.481.24Other123208
200NK.adaptive_classII_inhibitory1.95Nonsignificant2.79e-031.80Other880154
201HEP.periportal_metabolic.apolipoprotein_secretory1.94Nonsignificant0.771.13Other43110
202EPI.skin_keratinocyte_basal.transit_amplifying1.92Nonsignificant—0.97Other00
203B.memory.baseline1.87Nonsignificant0.541.11Other47299
204B.memory.preactivated1.86Nonsignificant0.670.97Other173174
205MAC.microglia_like.phagocytic_redox1.85Nonsignificant—0.36Other00
206T.CD8_Tem.signaling_turnover1.77Nonsignificant7.57e-031.84Other425683
207EPI.skin_keratinocyte_basal.spinous_transition1.75Nonsignificant—0.00Other00
208NK.adaptive_axis_baseline1.75Nonsignificant0.141.37Other1,008153
209EPI.skin_interfollicular_spinous.baseline1.73Nonsignificant0.900.90Other353
210HEP.periportal_metabolic.xenobiotic_detox1.72Nonsignificant0.770.99Other1,440139
211HEP.acute_phase.complement_metabolic1.72Nonsignificant0.181.23Other1,4233,464
212T.CD8_Tem.TEMRA1.67Nonsignificant0.221.32Other9201,088
213B.naive.restrained1.65Nonsignificant4.74e-031.73Other183353
214NK.cytokine_quiescent1.65Nonsignificant0.571.20Other6231,062
215GRANU.neutrophil.antiviral_endotoxin1.63Nonsignificant—0.90Other00
216MAC.kupffer.metabolic1.62Nonsignificant—0.00Other2536
217DC.cDC2.lipid_metabolic1.61Nonsignificant—0.00Other00
218MAC.resident_repair.stress_iron1.61Nonsignificant1.000.52Other4897
219MAC.resident_iron.heme_recycling1.59Nonsignificant—0.46Other3037
220NK.adaptive_biosynthetic_primed1.55Nonsignificant0.671.19Other244405
221EPI.skin_interfollicular_spinous.stress_oxidative1.54Nonsignificant—0.09Other00
222NK.cytokine_vascular_patrolling1.52Nonsignificant0.141.36Other86394
223T.CD8_Tem.motility_primed1.52Nonsignificant0.960.96Other2694
224GRNLSA.EMT_insulin_signaling1.50Nonsignificant1.001.17Other4784
225SCHWN.translation_boost1.49Nonsignificant—0.00Other81
226GRNLSA.proliferative_migratory1.49Nonsignificant0.041.59Other248292
227MEL.secretory_quiescent1.48Nonsignificant1.000.13Other1913
228GRNLSA.stress_metabolic1.47Nonsignificant—0.34Other12
229MAC.kupffer.stress1.45Nonsignificant0.780.61Other93
230HPC.GMP_inflammatory1.42Nonsignificant0.950.52Other2010
231EPI.alveolar_type_2.stress_response1.39Nonsignificant1.77e-031.85Other6751,562
232MAC.kupffer.tolerogenic1.38Nonsignificant—0.00Other4549
233HEP.periportal_metabolic.canonical_urea_cycle1.37Nonsignificant0.770.99Other1,464269
234FIB.hepatic_stellate_cell.fibrogenic1.37Nonsignificant—0.42Other00
235HEP.acute_phase.proliferative1.37Nonsignificant—0.11Other46
236EPI.skin_keratinocyte_proliferating.anchor_remodel1.36Nonsignificant—0.00Other00
237EPI.cervical_suprabasal.secretory_vesicle1.35Nonsignificant—0.00Other00
238NK.cytokine_repair_primed1.33Nonsignificant1.000.91Other26611
239NK.adaptive_adipose_stress1.32Nonsignificant1.000.79Other37439
240GRANU.neutrophil.tissue_patrolling1.31Nonsignificant—0.00Other00
241SKM.type_1_slow.glycolytic1.31Nonsignificant1.000.00Other362647
242B.age_associated.migratory1.31Nonsignificant0.780.72Other22
243T.CD8_Tem.stress_adapted1.30Nonsignificant0.960.90Other607520
244FIB.hepatic_stellate_cell.contractile1.30Nonsignificant—0.32Other00
245NK.cytokine_biosynthetic_primed1.27Nonsignificant1.000.90Other36021
246EPI.skin_interfollicular_spinous.upper_lipid1.27Nonsignificant—0.00Other66
247NK.cytokine_lung_immediate_early1.27Nonsignificant1.001.01Other424274
248EPI.colonocyte.distal_absorptive1.25Nonsignificant—1.87Other00
249HPC.GMP_granulocytic1.24Nonsignificant—0.00Other33
250B.age_associated.activated1.24Nonsignificant—0.00Other1822
251MAC.resident_repair.lipid_phagocytic1.22Nonsignificant1.000.04Other228604
252NK.adaptive_immature_precursor1.21Nonsignificant1.000.78Other358111
253NK.cytokine_axis_baseline1.21Nonsignificant1.000.72Other1,172116
254T.CD8_Tem.baseline1.19Nonsignificant0.960.83Other458356
255B.age_associated.naive_transitional1.18Nonsignificant—0.13Other00
256EC.lymphatic.activated1.17Nonsignificant0.431.13Other4773
257B.naive.antigen_presenting_ready1.16Nonsignificant1.000.90Other4873
258CM.mechano_activated1.16Nonsignificant2.53e-041.89Other205134
259HEP.acute_phase.baseline1.16Nonsignificant0.761.07Other94619
260EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit1.15Nonsignificant—0.00Other00
261MAC.LAM.antimicrobial1.14Nonsignificant1.000.72Other38993
262B.naive.receptor_recycle1.14Nonsignificant1.000.89Other510
263FIB.hepatic_stellate_cell.inflammatory1.13Nonsignificant—0.00Other00
264MAC.resident_iron.stress_tolerogenic1.12Nonsignificant—0.00Other00
265B.naive.proteostasis1.11Nonsignificant1.000.98Other4969
266EPI.skin_interfollicular_spinous.proliferative1.10Nonsignificant—0.00Other00
267B.naive.remodeling1.09Nonsignificant1.000.91Other135230
268B.naive.metabolic1.07Nonsignificant1.000.63Other5079
269B.naive.purinergic1.07Nonsignificant1.000.75Other384820
270T.CD4_naive.activated_stress1.07Nonsignificant0.241.31Other339429
271EPI.pancreatic_acinar.metabolic_onecarbon1.05Nonsignificant1.000.21Other287328
272GRANU.MAST.activated_repair1.05Nonsignificant—0.22Other01
273MAC.microglia_like.patrolling_adhesive1.04Nonsignificant—0.00Other00
274MEL.neurotrophic_migratory1.03Nonsignificant—0.00Other00
275EPI.salivary_duct_excretory.stress1.00Nonsignificant0.061.70Other3368
276EPI.colonic_enteroendocrine.progenitor1.00Nonsignificant—0.97Other00
277SKM.type_2_fast.glycolytic_IIx_IIb0.95Nonsignificant0.820.95Other5651,482
278EPI.tracheal_submucosal_gland.ductal_luminal0.94Nonsignificant—0.73Other00
279GRANU.MAST.activated_acute0.93Nonsignificant—0.50Other00
280B.memory.activated0.93Nonsignificant1.000.17Other10529
281SKM.type_2_fast.oxidative_IIa0.93Nonsignificant0.820.64Other94656
282MAC.resident_cardiac.phagocytic_homeostasis0.92Nonsignificant0.121.67Other5641,221
283EPI.renal_thick_ascending_limb.canonical_salt_transporter0.91Nonsignificant2.68e-041.35Other322317
284MAC.LAM.lipid_opsonization0.89Nonsignificant1.000.73Other4514
285HEP.periportal_metabolic.stress_checkpoint0.89Nonsignificant0.960.81Other234786
286EC.lymphatic.tip_migratory0.88Nonsignificant0.431.14Other2337
287MAC.proliferating.DNA_replication0.87Nonsignificant0.890.70Other36
288EPI.skin_keratinocyte_progenitor.quiescent_stem_like0.85Nonsignificant—1.15Other00
289NK.adaptive_terminal_cytotoxic0.85Nonsignificant1.000.47Other485802
290MAC.resident_iron.heme_catabolism0.85Nonsignificant1.000.52Other3051
291EPI.renal_distal_tubule.immune_modulatory0.82Nonsignificant—1.34Other00
292GRNLSA.lipid_hypoxia0.81Nonsignificant1.001.00Other280
293T.CD8_Tem.early_helper_like0.80Nonsignificant1.000.31Other445755
294B.naive.activated0.76Nonsignificant1.000.18Other77127
295EPI.alveolar_type_2.injury_primed0.75Nonsignificant1.000.33Other434245
296PC.IgG_systemic.metabolic0.73Nonsignificant0.101.43Other4663
297EPI.skin_interfollicular_spinous.transition_basal0.71Nonsignificant1.000.02Other100127
298PLAT.adhesion0.71Nonsignificant—0.00Other00
299EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.71Nonsignificant—0.00Other00
300EPI.alveolar_type_2.baseline_surfactant0.70Nonsignificant1.000.26Other649
301HEP.acute_phase.inflammatory0.69Nonsignificant0.910.98Other382649
302EPI.pancreatic_acinar.adhesion_remodeling0.69Nonsignificant1.000.14Other210784
303CM.contractile_oxphos0.69Nonsignificant0.061.61Other619
304MAC.resident_cardiac.inflammatory_reparative0.68Nonsignificant0.960.46Other3196
305EC.lymphatic.baseline0.67Nonsignificant0.611.01Other3872
306PC.IgG_systemic.interacting0.67Nonsignificant0.651.11Other00
307MAC.resident_cardiac.antigen_presenting0.66Nonsignificant0.960.33Other5227
308B.naive.baseline0.66Nonsignificant1.000.24Other1013
309GRANU.neutrophil.primed_degranulation0.66Nonsignificant—0.00Other00
310EPI.endocervical_secretory.secretory_translocon0.65Nonsignificant—0.00Other00
311NK.cytokine_tissue_activation0.63Nonsignificant1.000.15Other267450
312T.CD4_cytotoxic.terminal_effector0.63Nonsignificant0.061.45Other28621
313GRANU.MAST.resting_granule0.59Nonsignificant—0.00Other00
314EPI.skin_interfollicular_spinous.inflammatory0.57Nonsignificant—0.00Other00
315EPI.gastric_foveolar.baseline0.55Nonsignificant—0.00Other00
316HEP.acute_phase.stress_secretory0.54Nonsignificant1.000.64Other263
317GRNLSA.secretory_remodeling0.52Nonsignificant1.000.35Other9025
318EPI.pancreatic_islet.alpha0.49Nonsignificant—0.00Other152330
319EPI.colonocyte.ionocyte_BEST40.48Nonsignificant0.951.34Other103188
320GRNLSA.p53_damage0.47Nonsignificant—0.00Other1310
321HEP.periportal_metabolic.stress_chaperone0.47Nonsignificant—0.00Other66128
322CM.sarcomere_actin_interface0.43Nonsignificant0.221.25Other45078
323EPI.ileal_enterocyte_crypt.proliferative_G2M0.43Nonsignificant—1.14Other1954
324FIB.adventitial.inflammatory_activated0.42Nonsignificant0.461.07Other100473
325EPI.salivary_duct_excretory.baseline0.41Nonsignificant1.000.00Other2357
326EPI.ectocervical_granular.secretory_apocrine0.41Nonsignificant—0.00Other00
327CM.anti_inflammatory0.40Nonsignificant0.961.06Other4241,503
328GRNLSA.cholesterol_mevalonate0.40Nonsignificant1.000.26Other94
329EPI.colonic_enteroendocrine.Lcell_peptide0.39Nonsignificant—0.00Other00
330EPI.ileal_bile_transport.absorptive_xenobiotic0.36Nonsignificant0.271.43Other1112
331PC.IgA_muocsal.plasmablast0.36Nonsignificant0.441.14Other54
332CM.mito_proteostasis0.35Nonsignificant1.000.85Other32929
333T.CD4_cytotoxic.NK_adapted0.35Nonsignificant1.000.78Other8233
334T.CD8_Trm.dendritic_recruiter0.35Nonsignificant0.581.26Other4785
335HEP.pericentral_lipoprotein.UPR_redox0.34Nonsignificant—0.67Other00
336EPI.ileal_enterocyte_absorptive.brush_border0.33Nonsignificant0.141.63Other5801,717
337EPI.skin_keratinocyte_proliferating.detox_repair0.33Nonsignificant—0.00Other00
338CM.osmoprotection0.32Nonsignificant1.000.89Other3457
339HPC.CLP_B_primed0.32Nonsignificant—0.00Other00
340EPI.ileal_bile_transport.detox_transcytosis0.32Nonsignificant—0.00Other01
341PC.IgA_muocsal.activated0.31Nonsignificant0.311.13Other178
342T.CD4_cytotoxic.activated0.30Nonsignificant1.000.86Other31
343PC.IgA_muocsal.migratory0.30Nonsignificant0.441.05Other41
344T.CD8_Tcm.NK_like0.29Nonsignificant0.221.19Other334581
345GRNLSA.chemokine_mechanosensory0.28Nonsignificant1.000.09Other10
346CM.translation_boost_RPL0.28Nonsignificant1.000.80Other1291
347MAC.resident_iron.redox_metabolic0.28Nonsignificant1.000.08Other44
348MAC.alveolar.capillary_interacting0.26Nonsignificant0.691.40Other113181
349CM.oxidative_phospho0.25Nonsignificant1.000.86Other266792
350EPI.skin_follicular_keratinizing.transit_amplifying0.25Nonsignificant—0.29Other2149
351NK.cytokine_tissue_resident0.25Nonsignificant1.000.11Other7482
352CM.baseline0.24Nonsignificant1.000.43Other3930
353EPI.salivary_intercalated_defense.inflammatory0.24Nonsignificant0.021.53Other152360
354EPI.ileal_enterocyte_absorptive.villus_tip0.23Nonsignificant1.000.04Other43
355MAC.alveolar.scavenging_endocytic0.22Nonsignificant—0.89Other140283
356HEP.pericentral_lipoprotein.ApoB_coagulation0.21Nonsignificant—0.00Other00
357T.gamma_delta.cytotoxic_effector0.19Nonsignificant0.081.17Other349109
358NK.immature_bridge0.18Nonsignificant1.000.01Other117122
359T.CD4_transitional.tissue_enagement0.18Nonsignificant0.161.30Other511
360EPI.skin_follicular_keratinizing.root_infundibulum0.18Nonsignificant—0.13Other00
361MAC.LAM.anti_inflammatory0.17Nonsignificant1.000.48Other86132
362T.CD4_cytotoxic.baseline0.17Nonsignificant1.000.66Other00
363T.CD4_naive.Treg_like0.17Nonsignificant0.241.31Other12172
364T.CD4_naive.neddylation_mitoprot0.16Nonsignificant0.111.15Other9356
365EPI.salivary_intercalated_defense.basal_EMT0.16Nonsignificant—0.17Other00
366PC.IgG_systemic.stress0.15Nonsignificant—0.00Other15
367EPI.ileal_enterocyte_crypt.villus_transition0.15Nonsignificant—1.09Other710
368T.CD8_naive.cytokine_dampened0.15Nonsignificant0.521.14Other714
369SMC.contractile0.15Nonsignificant6.27e-031.46Other80588
370MAC.alveolar.biosynthetic_sterol_heme0.14Nonsignificant0.691.17Other34740
371THYMO.SP_CD8_transitional0.14Nonsignificant1.001.03Other3275
372T.CD8_transitional.effector_primed0.14Nonsignificant0.011.19Other435151
373T.CD4_Th17.cytotoxic0.13Nonsignificant0.191.18Other332123
374FIB.barrier_secretory.homeostasis0.13Nonsignificant—0.25Other00
375T.CD8_Tcm.gut_homing0.13Nonsignificant0.171.15Other380112
376EPI.skin_sweat_duct_keratinocyte.proliferative_G2M0.12Nonsignificant—1.52Other00
377ASPC.proliferative0.12Nonsignificant0.221.33Other3385
378EC.liver_sinusoidal.secretory_lipoprotein0.12Nonsignificant0.111.27Other12070
379EPI.skin_follicular_keratinizing.upper_infundibulum0.12Nonsignificant—0.00Other82
380EPI.lung_club_secretory.ciliogenesis_primed0.12Nonsignificant—1.47Other00
381EC.liver_sinusoidal.prostanoid0.11Nonsignificant—0.22Other1164
382EPI.renal_thick_ascending_limb.cation_flux0.11Nonsignificant1.000.88Other5795
383EPI.ectocervical_granular.immune_interact0.11Nonsignificant—0.00Other00
384FIB.adventitial.activated_remodelling0.11Nonsignificant—0.44Other141319
385MAC.alveolar.inflammatory0.11Nonsignificant0.870.61Other208312
386CM.translation_boost_RPS0.11Nonsignificant1.000.15Other6916
387PC.IgG_systemic.secretory0.10Nonsignificant1.000.11Other00
388T.CD8_naive.nfkb_related0.10Nonsignificant0.521.19Other10
389EPI.tracheal_submucosal_gland.acinar_serous0.10Nonsignificant—0.00Other00
390EPI.skin_keratinocyte_progenitor.activated_stress0.10Nonsignificant—0.00Other00
391MAC.alveolar.stress_metabolic0.09Nonsignificant0.870.64Other116148
392T.CD4_Treg.tissue_effector0.09Nonsignificant0.801.13Other1613
393PC.IgA_muocsal.baseline0.09Nonsignificant1.000.57Other35
394T.gamma_delta.early_effector0.09Nonsignificant1.000.96Other890
395EPI.renal_thick_ascending_limb.remodeling0.09Nonsignificant1.000.67Other15292
396EC.lymphatic.valve0.09Nonsignificant—0.00Other00
397EPI.lung_club_secretory.canonical_surfactant0.08Nonsignificant—0.39Other74104
398T.CD4_transitional.APC_interacting0.08Nonsignificant0.151.33Other1014
399T.CD4_Tfh.effector_migratory0.08Nonsignificant0.481.15Other12257
400T.CD8_naive.splicing_enriched0.08Nonsignificant0.521.10Other12016
401EC.lymphatic.scavenger0.08Nonsignificant1.000.26Other203257
402HEP.periportal_metabolic.urea_onecarbon_secretory0.08Nonsignificant0.830.95Other1,3323,053
403T.CD4_Trm.baseline0.07Nonsignificant0.501.17Other3121
404SCHWN.reactive_inflammatory0.07Nonsignificant—0.00Other00
405FIB.tracheal_subepithelial.baseline0.07Nonsignificant—0.00Other00
406THYMO.DN_preTCR0.06Nonsignificant1.000.94Other4171
407EPI.ileal_enterocyte_crypt.bile_transport0.06Nonsignificant0.980.90Other20
408EC.venous.baseline0.06Nonsignificant8.96e-051.30Other346807
409EC.venous.adipose_lipid0.06Nonsignificant0.971.07Other254476
410EPI.salivary_intercalated_defense.canonical_antimicrobial0.06Nonsignificant0.960.53Other1122
411ILC2.migratory0.06Nonsignificant—1.03Other00
412FIB.perivascular_interface.vasomotor_tone0.05Nonsignificant—0.69Other00
413ASPC.preadipocyte_lipid_primed0.05Nonsignificant0.041.14Other331129
414EPI.salivary_serous_acinar.quiescent0.05Nonsignificant0.191.27Other178493
415FIB.perivascular_interface.vascular_BM_remodelling0.05Nonsignificant—0.51Other00
416FIB.skin_neurosecretory.baseline0.05Nonsignificant—0.00Other00
417FIB.barrier_purinergic.lipid_secretory0.05Nonsignificant—0.48Other00
418SMC.metabolic0.05Nonsignificant0.970.77Other1440
419T.CD8_Trm.inflammatory0.05Nonsignificant0.821.02Other124176
420FIB.barrier_secretory.remodeling0.05Nonsignificant—0.00Other00
421T.CD8_Trm.homeostatic0.05Nonsignificant0.820.85Other425
422T.CD8_transitional.Trm_primed0.05Nonsignificant1.000.95Other10815
423FIB.lung_alveolar.stress_interacting0.04Nonsignificant—0.97Other00
424T.CD8_Trm.cytotoxic0.04Nonsignificant0.820.88Other16585
425T.CD4_transitional.primed_helper_effector0.04Nonsignificant0.401.14Other1943
426EPI.lung_multiciliated.mature_motile_cilia0.04Nonsignificant—1.53Other00
427MAC.alveolar.lipid_autophagy0.04Nonsignificant—0.00Other3544
428EPI.skin_keratinocyte_basal.basement_anchoring0.04Nonsignificant—0.00Other00
429EC.venous.quiescent_homeostatic0.04Nonsignificant0.970.96Other456360
430EC.capillary.angiogenic_tip0.04Nonsignificant0.431.16Other186218
431FIB.lung_alveolar.mito_secretory0.04Nonsignificant—0.00Other00
432EC.capillary.postcap_venule0.04Nonsignificant0.311.21Other355261
433SMC.activated0.03Nonsignificant0.970.60Other25
434T.CD4_Th17.migratory0.03Nonsignificant0.601.04Other1323
435EC.capillary.activated0.03Nonsignificant0.311.28Other25
436ASPC.activated0.03Nonsignificant0.990.97Other164162
437HEP.acute_phase.complement_antiviral0.03Nonsignificant1.000.18Other377751
438T.CD4_naive.survival_mitoprot0.03Nonsignificant0.931.14Other137
439FIB.skin_sheath.stress_chaperone0.03Nonsignificant—0.00Other00
440T.CD4_Tfh.suppression_exhaustion0.03Nonsignificant0.960.92Other02
441ASPC.adipocyte_capillary_interface0.03Nonsignificant0.221.27Other2154
442T.CD4_Th2.tissue_adapted0.03Nonsignificant—0.97Other00
443FIB.adventitial.adhesion_lipid0.03Nonsignificant1.000.99Other58209
444FIB.skin_sheath.neuro_vascular_interface0.03Nonsignificant—0.44Other00
445T.CD8_naive.mito_proteostasis0.03Nonsignificant0.901.09Other428100
446ASPC.remodeling0.03Nonsignificant0.871.05Other106354
447EPI.salivary_myoepithelial.contractile_repair0.03Nonsignificant—1.62Other39
448T.CD4_cytotoxic.precursor0.03Nonsignificant1.000.00Other15667
449T.CD4_Tfh.canonical_GC_helper0.03Nonsignificant0.960.97Other12
450T.CD8_Trm.muscosal_Tc170.03Nonsignificant0.820.87Other1938
451T.CD4_Trm.metal_stress0.03Nonsignificant0.501.28Other3458
452FIB.skin_tenogenic.baseline0.02Nonsignificant—0.00Other02
453EC.arterial.arteriole_interface0.02Nonsignificant4.36e-031.28Other3112
454T.CD4_transitional.primed_cytotoxic0.02Nonsignificant0.910.89Other2830
455EC.capillary.inflammatory0.02Nonsignificant0.091.27Other2751
456T.CD4_Tcm.regulatory_poised0.02Nonsignificant0.721.13Other23
457EPI.colonocyte.secretory_boost0.02Nonsignificant1.001.09Other9891
458MUSC.baseline0.02Nonsignificant0.291.41Other00
459T.CD8_transitional.early0.02Nonsignificant1.000.93Other32755
460T.CD4_Tem.cytotoxic_effector0.02Nonsignificant0.461.12Other225398
461ASPC.stem_like_progenitor0.02Nonsignificant0.031.31Other300842
462EC.capillary.baseline0.02Nonsignificant0.631.03Other246560
463EPI.thymic_medullary.canonical_alarmin0.02Nonsignificant0.021.60Other817
464ADIPO.inflammatory0.02Nonsignificant—1.59Other00
465MUSC.activated_migratory0.02Nonsignificant0.291.43Other67
466PERI.baseline0.02Nonsignificant2.51e-031.29Other3966
467T.CD4_Trm.stress_adaptive0.02Nonsignificant0.591.13Other822
468T.CD4_Treg.APC_interactive0.02Nonsignificant0.900.96Other11828
469FIB.skin_sheath.ECM_immune0.02Nonsignificant—0.00Other00
470EPI.renal_intercalated_cell_type_A.acid_secretion0.02Nonsignificant1.91e-031.62Other126
471MAC.LAM.lipid_phagocytosis0.02Nonsignificant1.000.10Other369328
472T.CD4_Trm.cytotoxic_effector0.02Nonsignificant0.791.02Other11877
473EC.capillary.migratory0.02Nonsignificant0.990.81Other181509
474EC.liver_sinusoidal.stress0.02Nonsignificant—0.24Other413158
475ASPC.secretory0.02Nonsignificant0.990.87Other765
476T.CD8_Tcm.effector_bias0.02Nonsignificant1.000.95Other199329
477THYMO.SP_CD4_naive0.02Nonsignificant1.000.81Other6575
478EPI.alveolar_type_1.baseline0.02Nonsignificant0.591.08Other80
479EPI.alveolar_type_1.activated0.02Nonsignificant—0.13Other00
480T.CD4_transitional.baseline0.01Nonsignificant0.980.71Other5997
481FIB.adventitial.mechano_chemo_sensing0.01Nonsignificant1.000.97Other135524
482EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal0.01Nonsignificant—0.92Other00
483FIB.perivascular_interface.lipid_shuttle0.01Nonsignificant—0.00Other51170
484FIB.reticular.stromal_niche0.01Nonsignificant0.241.20Other00
485FIB.suburothelial.urothelial_interface0.01Nonsignificant0.071.55Other98
486EPI.skin_hair_follicle_companion.bulge_anchor_signaling0.01Nonsignificant—0.97Other00
487FIB.interstitial.mesenchymal_regulator0.01Nonsignificant0.931.02Other44
488EC.capillary.angiocrine0.01Nonsignificant0.990.67Other250630
489T.CD4_Tem.inflammatory0.01Nonsignificant0.990.98Other286
490EPI.ileal_enterocyte_crypt.baseline0.01Nonsignificant0.980.32Other116
491ASPC.baseline0.01Nonsignificant0.990.87Other363170
492EPI.skin_hair_follicle_bulge.anagen_growth0.01Nonsignificant—1.80Other00
493EPI.renal_thick_ascending_limb.barrier_repair0.01Nonsignificant1.000.48Other141284
494ASPC.inflammatory0.01Nonsignificant0.990.87Other2161
495EC.arterial.homeostatic0.01Nonsignificant0.401.16Other243
496T.CD4_naive.mature_mitoprot0.01Nonsignificant0.960.95Other212476
497T.CD4_Trm.helper_like0.01Nonsignificant0.880.78Other84147
498MUSC.quiescent_reservoir0.01Nonsignificant0.780.91Other28
499EC.arterial.inflammatory0.01Nonsignificant0.401.19Other6350
500EPI.renal_intercalated_cell_type_B.baseline0.01Nonsignificant—0.00Other31
501FIB.interstitial.remodeling0.01Nonsignificant0.761.07Other319
502T.CD4_naive.mature0.01Nonsignificant0.960.94Other211100
503T.CD4_Trm.central_like0.01Nonsignificant0.880.86Other3831
504EC.capillary.stress0.01Nonsignificant0.990.71Other4436
505T.CD8_naive.effector_transition0.01Nonsignificant1.000.90Other3562
506EPI.colonocyte.proximal_transport0.01Nonsignificant1.000.84Other2412
507FIB.transitioning.motility_remodelling9.62e-03Nonsignificant—0.47Other00
508FIB.barrier_purinergic.stress_GF_binding9.56e-03Nonsignificant—0.00Other00
509THYMO.SP_CD8_naive_stress9.54e-03Nonsignificant1.000.86Other11
510T.CD8_naive.baseline9.49e-03Nonsignificant1.000.70Other1422
511ASPC.niche_keeping_progenitor9.32e-03Nonsignificant0.990.71Other52219
512EPI.ileal_enterocyte_crypt.proliferative_S9.25e-03Nonsignificant0.980.29Other42
513T.CD4_naive.survival_neddylation8.95e-03Nonsignificant0.961.10Other2638
514T.CD8_naive.lipid_synthesis8.90e-03Nonsignificant1.000.93Other64
515MESO.secretory_structural8.62e-03Nonsignificant—0.47Other00
516EPI.renal_immature_ureteric_bud.osmoprotective8.54e-03Nonsignificant0.351.15Other12644
517EC.venous.activated8.51e-03Nonsignificant1.000.56Other247752
518T.CD8_transitional.APC_like8.44e-03Nonsignificant1.000.58Other20562
519T.CD4_Tcm.migratory_cilium8.14e-03Nonsignificant0.721.12Other510
520EPI.skin_appendage_keratinocyte.sebaceous_apocrine8.05e-03Nonsignificant—0.76Other3982
521T.CD4_Trm.activated7.84e-03Nonsignificant0.850.95Other3226
522ADIPO.thermogenic7.67e-03Nonsignificant—0.29Other00
523PERI.inflammatory7.61e-03Nonsignificant0.851.02Other4077
524B.germinal_center.DZ_M_phase7.58e-03Nonsignificant—1.47Other00
525T.CD4_Tcm.effector_like7.50e-03Nonsignificant0.721.04Other293533
526EPI.renal_thick_ascending_limb.salt_sensing6.96e-03Nonsignificant1.000.30Other73103
527T.MAIT.early_activation6.96e-03Nonsignificant8.23e-031.23Other574
528T.CD4_naive.homeostatic6.93e-03Nonsignificant0.960.90Other215108
529FIB.suburothelial.inflammatory_prostanoid6.90e-03Nonsignificant—0.00Other00
530MESO.antiviral6.88e-03Nonsignificant—0.32Other38
531FIB.reticular.immune_interface6.73e-03Nonsignificant—0.05Other16
532T.CD4_Th17.baseline6.71e-03Nonsignificant0.890.84Other515
533FIB.skin_papillary.baseline6.62e-03Nonsignificant—0.00Other00
534T.CD4_Tcm.DC_interact6.57e-03Nonsignificant0.211.16Other7232
535FIB.suburothelial.contractile_myofibroblast6.54e-03Nonsignificant—0.08Other90
536MUSC.early_activation6.45e-03Nonsignificant0.990.01Other432
537EPI.salivary_serous_acinar.secretory_active6.27e-03Nonsignificant0.910.89Other24269
538CHOND.pro_inflammatory6.05e-03Nonsignificant0.241.23Other181351
539FIB.interstitial.immune_interact6.03e-03Nonsignificant0.930.97Other121
540T.CD8_naive.innate_like5.98e-03Nonsignificant1.000.66Other101
541EC.venous.cardiac_structural5.84e-03Nonsignificant0.970.94Other102229
542T.CD8_naive.vesicle_secretory5.64e-03Nonsignificant1.000.64Other420
543CHOND.angiogenic5.56e-03Nonsignificant—1.15Other00
544MESO.activated_stress5.49e-03Nonsignificant—0.00Other00
545T.CD4_Th2.precursor5.36e-03Nonsignificant—0.00Other00
546FIB.neurolectin_mucosa.nerve_interface5.30e-03Nonsignificant—0.49Other40
547B.germinal_center.DZ_S_phase5.16e-03Nonsignificant—0.40Other00
548EPI.renal_distal_tubule.repair5.01e-03Nonsignificant—0.31Other34102
549CHOND.remodeling4.94e-03Nonsignificant—0.32Other50
550MESO.baseline4.83e-03Nonsignificant0.850.70Other06
551EC.heart_remodeling.activated_acute4.81e-03Nonsignificant0.121.45Other102186
552T.CD4_Tem.long_term_memory4.67e-03Nonsignificant0.990.87Other314587
553FIB.interstitial.lipid_matrix4.65e-03Nonsignificant0.301.15Other258191
554EPI.salivary_duct_ion_transport.baseline4.58e-03Nonsignificant——Other00
555ILC2.activated4.48e-03Nonsignificant—6.94e-17Other00
556EPI.colonocyte.junction_remodeling4.36e-03Nonsignificant1.000.75Other218305
557T.CD4_naive.survival4.35e-03Nonsignificant0.960.98Other1217
558THYMO.DP_early_stress4.14e-03Nonsignificant—0.50Other00
559FIB.adventitial.baseline4.05e-03Nonsignificant1.000.88Other157278
560T.CD4_naive.neddylation3.92e-03Nonsignificant0.960.87Other104222
561EC.liver_sinusoidal.inflammatory3.85e-03Nonsignificant—0.00Other223154
562EC.arterial.elastic3.54e-03Nonsignificant0.860.98Other2245
563EPI.thymic_medullary.proliferative_APC3.46e-03Nonsignificant—0.08Other00
564T.CD4_Tcm.baseline3.41e-03Nonsignificant0.421.13Other6131
565ADIPO.hypoxia_remodelling3.37e-03Nonsignificant—0.00Other29105
566FIB.neurolectin_mucosa.axon_responsive3.36e-03Nonsignificant0.881.05Other1010
567EPI.thymic_medullary.stress_APC3.33e-03Nonsignificant0.880.42Other24
568EPI.thymic_medullary.hormone_xeno_barrier3.30e-03Nonsignificant—0.00Other08
569T.CD4_naive.resist_bystander3.30e-03Nonsignificant0.960.96Other4025
570EPI.skin_hair_follicle_companion.activated_migratory3.20e-03Nonsignificant—0.00Other00
571EPI.lung_multiciliated.baseline3.17e-03Nonsignificant—0.41Other07
572MESO.activated_migratory3.08e-03Nonsignificant—0.00Other00
573T.gamma_delta.central_memory2.98e-03Nonsignificant1.000.47Other460919
574T.CD4_Tcm.Tfh_like2.98e-03Nonsignificant0.721.05Other102214
575EPI.ileal_enterocyte_crypt.secretory_precursor2.83e-03Nonsignificant—0.00Other00
576B.germinal_center.LZ_selection2.78e-03Nonsignificant—0.00Other00
577PERI.angiocrine2.77e-03Nonsignificant1.000.90Other93102
578EPI.ileal_goblet.immature2.73e-03Nonsignificant—1.22Other00
579T.CD4_Tcm.crosstalk_myeloid2.70e-03Nonsignificant0.721.07Other54
580ADIPO.immature2.62e-03Nonsignificant—0.00Other2440
581T.CD4_Tcm.tissue_homing2.61e-03Nonsignificant0.721.01Other7846
582EPI.skin_appendage_keratinocyte.ductal_immune_interacting2.53e-03Nonsignificant0.481.04Other716
583EPI.renal_proximal_tubule.onecarbon_peroxisome2.51e-03Nonsignificant5.97e-042.26Other5889
584EPI.salivary_myoepithelial.activated2.51e-03Nonsignificant0.901.02Other85281
585FIB.transitioning.matrix_stress2.49e-03Nonsignificant—0.00Other47138
586EPI.skin_sebaceous_duct_luminal.detox_repair2.41e-03Nonsignificant0.101.57Other13794
587EC.arterial.ion_pump2.37e-03Nonsignificant0.860.94Other32
588EPI.colonocyte.crypt_progenitor2.34e-03Nonsignificant1.000.41Other115265
589T.CD4_naive.proteostasis2.33e-03Nonsignificant0.960.94Other149
590EC.arterial.mito_contact2.32e-03Nonsignificant0.631.12Other145
591EPI.skin_sweat_duct_keratinocyte.repair2.31e-03Nonsignificant—0.20Other00
592T.CD8_transitional.stress2.23e-03Nonsignificant—0.00Other2434
593EPI.skin_appendage_keratinocyte.ductal_barrier_detox2.18e-03Nonsignificant0.481.08Other3334
594EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic2.10e-03Nonsignificant—0.00Other00
595T.CD4_Tcm.APC_mimicry2.02e-03Nonsignificant0.721.04Other5443
596EPI.renal_principal_cell.canonical_vasopressin2.02e-03Nonsignificant0.181.59Other20
597EPI.lung_club_secretory.inflammatory2.00e-03Nonsignificant—0.00Other00
598T.CD4_Tcm.stress1.92e-03Nonsignificant0.721.03Other511
599EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro1.90e-03Nonsignificant—0.47Other00
600EC.liver_sinusoidal.hypoxia_metabolic1.78e-03Nonsignificant0.990.41Other183107
601EC.heart_remodeling.remodeling_stalk1.77e-03Nonsignificant0.621.10Other33111
602EPI.skin_hair_follicle_bulge.niche_crosstalk1.69e-03Nonsignificant—0.37Other2988
603CHOND.articular_collagen1.65e-03Nonsignificant0.970.70Other551266
604T.CD4_Treg.Tr1_like1.60e-03Nonsignificant—0.31Other88
605T.CD4_naive.proteostasis_mitoprot1.59e-03Nonsignificant0.960.88Other1537
606T.CD4_Tem.transitional_CM1.57e-03Nonsignificant0.990.72Other3120
607EPI.lung_multiciliated.stress1.55e-03Nonsignificant—0.00Other67165
608EPI.skin_sweat_duct_keratinocyte.signal_gate1.55e-03Nonsignificant—0.00Other4326
609T.CD4_Tcm.imprinted_splicing1.51e-03Nonsignificant0.751.00Other617
610T.CD8_Tcm.baseline1.50e-03Nonsignificant1.000.80Other9089
611T.CD4_naive.purinergic1.46e-03Nonsignificant0.960.99Other491
612EPI.skin_appendage_keratinocyte.transit_amplifying1.46e-03Nonsignificant—0.00Other109358
613EC.venous.remodeling_stalk1.44e-03Nonsignificant1.000.34Other559566
614FIB.neurolectin_mucosa.remodeling_repair1.43e-03Nonsignificant—0.00Other42
615T.CD4_Treg.central_naive_like1.42e-03Nonsignificant0.900.87Other33345
616CHOND.activated_fibro_like1.39e-03Nonsignificant0.970.74Other531188
617FIB.interstitial.mesenchymal_APC1.38e-03Nonsignificant1.000.85Other8133
618EPI.renal_immature_ureteric_bud.defense_secretory1.36e-03Nonsignificant0.790.82Other4576
619FIB.suburothelial.homeostasis_matrix1.35e-03Nonsignificant1.000.00Other258921
620MAC.LAM.perivascular_angiocrine1.34e-03Nonsignificant—0.00Other53138
621T.MAIT.migratory1.31e-03Nonsignificant0.641.15Other101
622FIB.adventitial.mito_secretory1.28e-03Nonsignificant1.000.83Other217
623EC.heart_remodeling.perivascular1.27e-03Nonsignificant0.621.04Other124408
624EC.heart_remodeling.remodeling_secretory1.21e-03Nonsignificant0.561.13Other6051,341
625EPI.renal_proximal_tubule.detox_antioxidant1.18e-03Nonsignificant1.000.00Other39477
626EPI.colonocyte.goblet_interface1.18e-03Nonsignificant—0.00Other1121
627EC.arterial.arteriole_gas_exchange1.09e-03Nonsignificant1.000.70Other238131
628T.CD4_Tcm.Th2_like1.06e-03Nonsignificant0.721.06Other2355
629FIB.adventitial.PI16_matrix1.01e-03Nonsignificant1.000.74Other7090
630PERI.cardiac_skeletal1.00e-03Nonsignificant1.000.67Other313630
631EPI.skin_hair_follicle_companion.gap_junction_contractile9.71e-04Nonsignificant—0.00Other00
632FIB.reticular.stress_metallothionein9.65e-04Nonsignificant—0.00Other332
633EPI.skin_sweat_duct_keratinocyte.barrier9.01e-04Nonsignificant—0.00Other00
634EPI.skin_hair_follicle_bulge.quiescent8.95e-04Nonsignificant0.970.24Other5669
635EPI.salivary_myoepithelial.junctional_transport8.89e-04Nonsignificant0.900.83Other66121
636EPI.salivary_myoepithelial.baseline8.62e-04Nonsignificant0.900.62Other42141
637FIB.neurolectin_mucosa.inflammatory7.99e-04Nonsignificant0.880.63Other52110
638EPI.renal_distal_tubule.ciliated_remodelling7.13e-04Nonsignificant—0.13Other00
639EPI.skin_sebaceous_duct_luminal.ECM_remodelling6.97e-04Nonsignificant0.930.37Other29
640FIB.adventitial.complement_angiocrine6.95e-04Nonsignificant1.000.64Other153684
641T.CD4_Tfh.precursor_migratory6.52e-04Nonsignificant1.000.31Other7227
642EPI.salivary_mucous_acinar.baseline6.43e-04Nonsignificant——Other394683
643ILC2.quiescent5.28e-04Nonsignificant—0.00Other00
644EPI.renal_intercalated_cell_type_A.PC_transitional5.18e-04Nonsignificant—0.00Other203407
645EC.heart_remodeling.translation_boost5.17e-04Nonsignificant—0.00Other00
646B.germinal_center.LZ_memory_precursor5.16e-04Nonsignificant—0.00Other00
647T.CD4_Tcm.RNA_control5.03e-04Nonsignificant0.940.88Other964
648T.CD8_Tcm.helper_like4.97e-04Nonsignificant1.000.53Other81159
649EPI.ileal_goblet.baseline4.62e-04Nonsignificant0.930.99Other162
650B.germinal_center.LZ_survival4.32e-04Nonsignificant—0.00Other00
651T.MAIT.cytotoxic4.05e-04Nonsignificant0.641.16Other5215
652EC.arterial.metabolic3.88e-04Nonsignificant1.000.51Other195159
653T.MAIT.MAPK_brake3.86e-04Nonsignificant0.641.09Other4466
654THYMO.DP_early3.39e-04Nonsignificant1.000.56Other326313
655EC.arterial.angiogenic_tip3.37e-04Nonsignificant—0.00Other3037
656FIB.transitioning.ISG_primed_interface3.29e-04Nonsignificant—0.41Other1780
657T.CD4_Tcm.synapse_dynamics3.22e-04Nonsignificant0.920.90Other1510
658T.CD4_Tcm.retro_ZNF1173.08e-04Nonsignificant0.770.97Other59
659EC.liver_sinusoidal.remodeling_lipotoxicity3.01e-04Nonsignificant—0.00Other9058
660EPI.thymic_cortical.secretory_remodeling2.86e-04Nonsignificant—0.27Other41
661EPI.renal_principal_cell.activated_acute2.70e-04Nonsignificant0.850.90Other2959
662EPI.renal_principal_cell.injury_repair2.69e-04Nonsignificant0.851.03Other269
663EPI.ileal_goblet.inflammatory_mucin2.60e-04Nonsignificant0.930.33Other69
664EPI.ileal_goblet.stress_metallothionein2.41e-04Nonsignificant—0.00Other411
665EPI.thymic_cortical.baseline2.05e-04Nonsignificant0.790.54Other185386
666EPI.thymic_cortical.Notch_interface1.99e-04Nonsignificant—0.00Other82137
667FIB.reticular.ECM_builder1.94e-04Nonsignificant—0.00Other00
668EPI.renal_distal_tubule.ion_transport1.73e-04Nonsignificant—0.00Other00
669EPI.skin_sweat_duct_keratinocyte.proliferative_S1.45e-04Nonsignificant—0.00Other00
670EPI.renal_principal_cell.intercalated_like1.37e-04Nonsignificant0.850.62Other6366
671EPI.renal_principal_cell.inflammatory1.16e-04Nonsignificant0.850.60Other74157
672THYMO.CD8aa_IELp1.13e-04Nonsignificant—0.00Other17
673EPI.skin_sebaceous_duct_luminal.immune_interface1.13e-04Nonsignificant—0.00Other00
674EC.heart_remodeling.capillary_metabolic1.07e-04Nonsignificant1.000.66Other54414
675T.CD4_Tcm.secretory1.04e-04Nonsignificant0.980.66Other2011
676EC.heart_remodeling.angiocrine9.53e-05Nonsignificant1.000.23Other182525
677FIB.transitioning.secretory_procollagen9.17e-05Nonsignificant—0.00Other00
678EPI.lung_club_secretory.ciliogenesis_axoneme8.16e-05Nonsignificant—0.00Other00
679T.MAIT.quiescent6.85e-05Nonsignificant0.960.85Other1005
680T.CD4_naive.gut_prone6.29e-05Nonsignificant0.990.36Other3570
681ASPC.mesothelial_like5.71e-05Nonsignificant0.990.27Other143486
682EPI.salivary_serous_acinar.seromucous_like4.93e-05Nonsignificant—0.00Other00
683FIB.interstitial.stress_secretory4.39e-05Nonsignificant1.000.34Other9256
684T.MAIT.stress1.10e-05Nonsignificant—0.00Other00
685T.MAIT.vesicle1.08e-05Nonsignificant0.990.34Other3765
686ASPC.signal_integrator9.02e-06Nonsignificant—0.00Other00
687EPI.renal_distal_tubule.stress6.53e-06Nonsignificant—0.00Other00
688THYMO.SP_CD8_naive4.75e-06Nonsignificant1.000.19Other297177

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

62 unique genes. Showing 1–62. 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)
TMEM132E01-High0.462.79G1C1—DC.cDC1.activated (Tier: relevant)4 cells — complete matches11
TMEM132E-DT01-High0.462.67G1C1———11
MTTP02-Medium0.6715.91G1C2EPI.ileal_enterocyte_crypt.villus_transition (L2)DC.mig (Tier: relevant)
HPC.MPP_activated (Tier: relevant)
19 cells — complete matches53229
TRMT10A02-Medium0.6615.25G1C2——5 cells — complete matches51211
ADH1C02-Medium0.6214.58G1C2EPI.bile_duct_cholangiocyte.secretory_mucin (L2), EPI.ileal_bile_transport.detox_transcytosis (L2), EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic (L2), EPI.salivary_intercalated_defense.basal_EMT (L2), EPI.salivary_myoepithelial.baseline (L2), EPI.tracheal_suprabasal.secretory_immune (L2)EPI.bile_duct_cholangiocyte (Tier: relevant)
EPI.tracheal_suprabasal (Tier: relevant)
EPI.bile_duct_cholangiocyte.secretory_mucin (Tier: relevant)
54 cells — complete matches133303
C4orf5402-Medium0.5916.21G1C2———55227
ADH1B02-Medium0.5814.91G1C2FIB.neurolectin_mucosa.remodeling_repair (L2), FIB.suburothelial.homeostasis_matrix (L2), HEP.periportal_metabolic.xenobiotic_detox (L2)—73 cells — complete matches99251
DAPP102-Medium0.5615.43G2C2—dendritic_cell (Tier: specific)
DC.cDC1 (Tier: specific)
DC.cDC2 (Tier: specific)
MAC.MDM (Tier: specific)
DC.mig (Tier: relevant)
DC.cDC1.activated (Tier: relevant)
DC.cDC1.baseline (Tier: relevant)
DC.cDC1.homeostatic_inhibitory (Tier: relevant)
DC.cDC1.proliferative (Tier: relevant)
EPI.esophageal_basal.junctional_barrier (Tier: relevant)
EPI.pancreatic_ductal_mucinous.mucin_rich_barrier (Tier: relevant)
HPC.MPP_activated (Tier: relevant)
MAC.MDM.complement_resolving (Tier: relevant)
MAC.MDM.LAM_like (Tier: relevant)
79 cells — complete matches35104
ENSG0000029929202-Medium0.5415.36G1C2———130304
ADH1A02-Medium0.5413.69G1C2EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic (L2)EPI.bile_duct_cholangiocyte (Tier: relevant)
EPI.bile_duct_cholangiocyte.secretory_mucin (Tier: relevant)
15 cells — complete matches131299
ENSG0000029927902-Medium0.5213.54G1C2———134304
ENSG0000024867602-Medium0.4813.55G1C2———51211
ENSG0000029956902-Medium0.489.91G2C2———12
CENPW02-Medium0.485.67G1C2DC.cDC1.proliferative (L2), EPI.ileal_enterocyte_crypt.proliferative_G2M (L2), IPSC.proliferative (L2), THYMO.proliferative_S (L2)DC.cDC1.proliferative (Tier: relevant)
DC.cDC2.proliferative (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
46 cells — complete matches1739
ADH602-Medium0.4610.61G1C2EPI.colonic_enteroendocrine.enterochromaffin_serotonin (L2)—14 cells — complete matches130298
BTN2A3P02-Medium0.466.73G1C2———3874
BTN2A3P.202-Medium0.466.73G1C2———3874
ADH702-Medium0.4614.74G1C2—EPI.esophageal_suprabasal (Tier: relevant)
EPI.tracheal_basal (Tier: relevant)
EPI.tracheal_suprabasal (Tier: relevant)
19 cells — complete matches122279
H2AZ102-Medium0.4611.26G2C2———12
ARHGAP1502-Medium0.4612.24G2C2FIB.adventitial.adhesion_lipid (L2)HPC.MEP (Tier: specific)
DC.pDC.baseline (Tier: relevant)
106 cells — complete matches2166
LINC0112202-Medium0.467.41G1C2—HPC.MPP_activated (Tier: relevant)28 cells — complete matches45
BTN3A202-Medium0.466.47G2C2——6 cells — complete matches124241
ENSG0000022865502-Medium0.4411.76G2C2———24
BTN2A202-Medium0.436.72G2C2——21 cells — complete matches2142
H2AZ1-DT02-Medium0.439.90G2C2———12
ENSG0000030354702-Medium0.4212.27G2C2———24
LAMTOR302-Medium0.429.28G2C2——MAC.proliferating.DNA_replication (L2), T.CD4_Tcm.tissue_homing (L2)12
HMGN402-Medium0.416.61G2C2———79
BTN3A302-Medium0.407.16G2C2—DC.pDC.baseline (Tier: relevant)16 cells — complete matches3571
ENSG0000029311002-Medium0.403.39G1C2———1023
ENSG0000028460702-Medium0.395.68G2C2———79
SCML402-Medium0.394.13G1C2—EPI.pancreatic_islet.delta (Tier: relevant)116 cells — complete matches319
ENSG0000024609002-Medium0.387.13G1C2———103272
ENSG0000023166202-Medium0.3710.16G2C2———00
ZNF32202-Medium0.373.22G2C2—DC.pDC.baseline (Tier: relevant)4 cells — complete matches20
BTN3A102-Medium0.376.74G2C2—DC.cDC1.activated (Tier: relevant)20 cells — complete matches3565
ADH402-Medium0.378.84G1C2HEP.acute_phase.complement_metabolic (L2)—24 cells — complete matches132294
HCG1102-Medium0.366.70G2C2——16 cells — complete matches913
ENSG0000030026102-Medium0.364.87G2C2———47
ENSG0000030023602-Medium0.356.07G2C2———79
CNOT402-Medium0.345.52G2C1——T.CD4_Treg.APC_interactive (L2)412
DNAJB1402-Medium0.3310.26G2C1——B.naive.baseline (L2)14
ABT102-Medium0.335.67G2C2——T.CD4_Tcm.APC_mimicry (L2), T.CD4_Treg.tissue_effector (L2)1020
ENSG0000029133602-Medium0.307.28G2C2———78
BTN2A102-Medium0.306.79G2C2——10 cells — complete matches1829
BTN1A102-Medium0.296.01G2C2——FIB.barrier_purinergic (L1S), FIB.barrier_purinergic.lipid_secretory (L2)23
ENSG0000029080502-Medium0.296.94G2C1———924
LNC-LBCS02-Medium0.287.70G2C2———34
ENSG0000029005502-Medium0.286.51G2C2———168252
CELF402-Medium0.278.77G2C1—neuron (Tier: specific)32 cells — complete matches00
ENSG0000030821602-Medium0.253.96G2C2———66
NUP20502-Medium0.255.41G2C1——9 cells — complete matches717
ENSG0000030667002-Medium0.244.26G2C1———00
H4C802-Medium0.233.12G2C2———411
ENSG0000027584602-Medium0.223.66G2C2———32
ENSG0000029047402-Medium0.222.95G2C2———1816
ENSG0000028944702-Medium0.222.05G2C2———56121
ENSG0000028671602-Medium0.213.87G2C1———00
GUSBP202-Medium0.212.45G2C2———23
ENSG0000025404402-Medium0.184.17G2C2———34
ENSG0000030463402-Medium0.113.37G2C2———00
ENSG0000028622502-Medium0.093.19G2C2———11

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.