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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.

FING00000990 · All tissues

Other contact dermatitis: 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: Contact dermatitis

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)
1T_cell8.43Significant3.30e-491.46Specific470959
2endothelial_cell7.53Significant1.47e-181.20Other373974
3natural_killer_cell4.45Nominal9.25e-051.10Other1,2042,052
4innate_lymphoid_cell_23.85Nominal1.000.83Other38
5epithelial_cell3.32Nominal0.021.05Other2447
6B_cell2.84Nonsignificant1.000.91Other356694
7adipocyte2.16Nonsignificant1.000.71Other33111
8granulocyte2.13Nonsignificant1.000.84Other56
9adipose_stem_and_progenitor_cell1.53Nonsignificant1.000.71Other327954
10monocyte1.30Nonsignificant1.000.75Other2,1763,871
11haematopoietic_progenitor_cell1.01Nonsignificant1.000.66Other262502
12thymocyte0.72Nonsignificant1.000.65Other168512
13plasma_cell0.64Nonsignificant1.000.65Other1724
14dendritic_cell0.60Nonsignificant1.000.67Other496724
15granulosa_cell0.56Nonsignificant1.000.62Other293670
16smooth_muscle_cell0.44Nonsignificant1.000.58Other27139
17microglia0.38Nonsignificant1.000.59Other61129
18muscle_stem_cell0.34Nonsignificant1.000.56Other727
19fibroblast0.30Nonsignificant1.000.53Other184826
20pericyte0.25Nonsignificant1.000.55Other128517
21macrophage0.21Nonsignificant1.000.51Other8131,732
22oligodendrocyte_precursor_cell0.14Nonsignificant1.000.49Other4611,454
23chondrocyte0.04Nonsignificant1.000.44Other5481,069
24platelet0.04Nonsignificant—0.00Other85104
25astrocyte0.02Nonsignificant1.000.42Other2561,203
26melanocyte0.02Nonsignificant1.000.40Other97309
27skeletal_muscle_cell7.00e-03Nonsignificant1.000.42Other9442,600
28mesothelial_cell4.84e-03Nonsignificant1.000.36Other636
29schwann_cell3.29e-03Nonsignificant1.000.34Other1057
30induced_pluripotent_stem_cell1.77e-03Nonsignificant1.000.62Other00
31neuron6.04e-04Nonsignificant1.000.41Other3301,328
32hepatocyte3.53e-04Nonsignificant1.000.31Other1,5153,822
33cardiomyocyte1.72e-04Nonsignificant1.000.32Other5332,045
34oligodendrocyte1.24e-04Nonsignificant1.000.39Other3851,507

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1EPI.renal_thick_ascending_limb22.99Significant7.87e-061.29Specific4531,153
2T.CD4_cytotoxic13.32Significant1.97e-082.23Specific8551,493
3T.MAIT12.42Significant1.01e-122.35Specific469855
4T.gamma_delta12.10Significant2.44e-112.32Specific5881,078
5EPI.thymic_cortical12.03Significant0.991.19Relevant442824
6T.CD4_Th1711.37Significant2.11e-051.97Specific421794
7T.CD8_Tcm10.85Significant3.76e-041.70Specific460926
8T.CD4_Tem9.90Significant9.74e-031.45Specific365697
9EC.capillary9.68Significant3.02e-041.23Specific5141,635
10EC.venous9.63Significant2.18e-041.25Specific5161,387
11EPI.salivary_serous_acinar9.60Significant1.22e-081.30Specific233531
12T.CD4_naive9.38Significant1.22e-131.67Specific399866
13T.CD4_Tcm9.32Significant1.85e-041.44Specific494988
14T.CD8_transitional9.03Significant0.111.22Specific497932
15EPI.endocervical_secretory8.44Significant—1.04Relevant00
16EC.arterial7.66Significant1.21e-051.33Other356885
17T.CD4_transitional7.08Significant1.000.49Relevant48110
18T.CD8_naive7.01Significant1.000.73Specific317708
19T.CD8_Tem6.56Significant1.000.40Specific1,0831,857
20EPI.renal_principal_cell5.96Significant1.001.10Other207403
21EPI.renal_distal_tubule5.68Significant1.000.93Other133361
22DC.cDC15.45Nominal0.121.29Other55112
23T.CD4_Treg5.38Nominal1.000.24Other244511
24EPI.renal_intercalated_cell_type_A4.86Nominal1.001.01Other67142
25T.CD4_Trm4.77Nominal1.000.04Other176363
26T.CD4_Th24.69Nominal—0.00Other12
27NK.natural_killer_cell4.45Nominal——Other1,2042,045
28T.CD4_Tfh4.40Nominal1.000.04Other4745
29ILC2.innate_lymphoid_cell_23.85Nominal——Other20
30T.CD8_Trm3.72Nominal1.000.03Other211346
31EPI.renal_immature_ureteric_bud3.58Nominal1.000.99Other217569
32EPI.salivary_intercalated_defense3.17Nominal1.000.96Other81161
33B.memory3.12Nominal0.031.28Other442882
34DC.mig2.82Nonsignificant—1.56Other89156
35B.naive2.78Nonsignificant1.000.84Other307595
36GRANU.neutrophil2.75Nonsignificant0.361.54Other1,2352,649
37MONO.CD162.68Nonsignificant5.22e-241.83Other1,3041,835
38EPI.salivary_duct_excretory2.65Nonsignificant1.000.97Other85180
39EPI.ectocervical_granular2.38Nonsignificant—0.44Other1123
40EPI.renal_intercalated_cell_type_B2.27Nonsignificant—0.60Other67
41ADIPO.adipocyte2.16Nonsignificant——Other2062
42EPI.skin_keratinocyte_basal1.84Nonsignificant—0.50Other1326
43EPI.salivary_myoepithelial1.78Nonsignificant1.000.90Other191714
44GRANU.MAST1.78Nonsignificant0.950.11Other56
45EPI.skin_interfollicular_spinous1.72Nonsignificant1.000.87Other260563
46EC.heart_remodeling1.66Nonsignificant1.000.24Other5691,594
47ASPC.adipose_stem_and_progenitor_cell1.53Nonsignificant——Other324930
48EPI.skin_sebaceous_duct_luminal1.45Nonsignificant1.000.82Other100249
49EPI.salivary_duct_ion_transport1.34Nonsignificant1.000.87Other511
50MAC.microglia_like1.20Nonsignificant0.121.35Other124179
51EPI.thymic_medullary1.18Nonsignificant1.000.85Other26133
52EPI.ileal_bile_transport1.09Nonsignificant1.000.85Other6193
53MONO.CD141.03Nonsignificant1.000.14Other2,2944,139
54MAC.resident_iron1.01Nonsignificant0.121.22Other1621
55HPC.haematopoietic_progenitor_cell1.01Nonsignificant——Other211370
56EC.lymphatic0.94Nonsignificant1.000.34Other630998
57FIB.neurolectin_mucosa0.88Nonsignificant0.241.19Other133394
58EPI.tracheal_submucosal_gland0.75Nonsignificant—0.22Other00
59EPI.renal_proximal_tubule0.73Nonsignificant1.000.80Other525806
60THYMO.thymocyte0.72Nonsignificant——Other163495
61FIB.interstitial0.70Nonsignificant2.52e-121.35Other288940
62PC.IgA_muocsal0.69Nonsignificant2.43e-041.80Other1831
63GRNLSA.granulosa_cell0.56Nonsignificant——Other2570
64EPI.colonic_enteroendocrine0.50Nonsignificant—0.00Other11
65EPI.skin_keratinocyte_progenitor0.49Nonsignificant—0.11Other03
66EPI.skin_keratinocyte_proliferating0.48Nonsignificant1.000.59Other4776
67B.age_associated0.45Nonsignificant1.000.22Other207350
68SMC.smooth_muscle_cell0.44Nonsignificant——Other20101
69FIB.reticular0.41Nonsignificant1.000.99Other1987
70MG.microglia0.38Nonsignificant——Other490
71MUSC.muscle_stem_cell0.34Nonsignificant——Other418
72EPI.ileal_enterocyte_crypt0.34Nonsignificant1.000.60Other67113
73EPI.pancreatic_ductal_bicarbonate0.31Nonsignificant1.000.54Other131548
74FIB.barrier_purinergic0.27Nonsignificant—0.59Other13
75EPI.skin_follicular_keratinizing0.27Nonsignificant1.000.65Other3081
76EPI.lung_multiciliated0.26Nonsignificant1.000.61Other1649
77MAC.MDM0.26Nonsignificant0.141.16Other623986
78FIB.barrier_secretory0.25Nonsignificant1.000.95Other81228
79PERI.pericyte0.25Nonsignificant——Other1170
80EPI.lung_club_secretory0.24Nonsignificant1.000.67Other514
81EPI.pancreatic_islet0.23Nonsignificant1.000.59Other52132
82MAC.resident_repair0.23Nonsignificant1.000.96Other7961,426
83PC.IgG_systemic0.23Nonsignificant1.000.22Other4160
84DC.cDC20.22Nonsignificant1.000.85Other1,1891,793
85EPI.pancreatic_ductal_progenitor0.21Nonsignificant1.000.52Other234873
86EPI.alveolar_type_20.20Nonsignificant1.000.60Other8131,853
87FIB.transitioning0.20Nonsignificant1.000.83Other172497
88MAC.kupffer0.17Nonsignificant1.000.94Other189530
89EPI.cervical_suprabasal0.16Nonsignificant—0.00Other1450
90FIB.perivascular_interface0.16Nonsignificant1.000.80Other00
91FIB.lung_alveolar0.14Nonsignificant—0.28Other615
92OPC.oligodendrocyte_precursor_cell0.14Nonsignificant——Other4131,269
93EPI.salivary_mucous_acinar0.13Nonsignificant1.000.57Other6391,189
94MAC.LAM0.12Nonsignificant1.000.85Other9142,064
95FIB.tracheal_subepithelial0.12Nonsignificant—0.16Other00
96EPI.ileal_enterocyte_absorptive0.11Nonsignificant1.000.50Other118338
97MAC.proliferating0.10Nonsignificant1.000.90Other87253
98EPI.skin_sweat_duct_keratinocyte0.09Nonsignificant1.000.49Other146301
99EPI.pancreatic_ductal_perivascular0.09Nonsignificant1.000.45Other430
100EC.liver_sinusoidal0.09Nonsignificant1.000.04Other1,0831,925
101EPI.skin_hair_follicle_bulge0.06Nonsignificant1.000.54Other51178
102FIB.suburothelial0.05Nonsignificant1.000.48Other122432
103CHOND.chondrocyte0.04Nonsignificant——Other519730
104FIB.skin_neurosecretory0.04Nonsignificant—0.00Other00
105PLAT.platelet0.04Nonsignificant—0.00Other3853
106EPI.alveolar_type_10.04Nonsignificant1.000.57Other26101
107MAC.resident_cardiac0.03Nonsignificant1.000.47Other4851,074
108EPI.esophageal_basal0.02Nonsignificant1.000.40Other410
109FIB.adventitial0.02Nonsignificant1.000.05Other2681,447
110FIB.hepatic_stellate_cell0.02Nonsignificant—0.00Other64252
111ASTRO.astrocyte0.02Nonsignificant——Other2281,111
112SKM.type_1_slow0.02Nonsignificant4.02e-191.46Other9232,478
113EPI.skin_appendage_keratinocyte0.02Nonsignificant1.000.35Other87222
114MEL.melanocyte0.02Nonsignificant——Other79242
115EPI.colonocyte9.38e-03Nonsignificant1.000.40Other294815
116EPI.tracheal_suprabasal8.41e-03Nonsignificant1.000.38Other2956
117EPI.skin_hair_follicle_companion5.90e-03Nonsignificant—0.00Other812
118MESO.mesothelial_cell4.84e-03Nonsignificant——Other218
119SCHWN.schwann_cell3.29e-03Nonsignificant——Other733
120EPI.intrahepatic_cholangiocyte_defense3.00e-03Nonsignificant—0.00Other813
121NEU.EXC_SYT22.84e-03Nonsignificant—0.79Other4077
122EPI.esophageal_suprabasal2.65e-03Nonsignificant1.000.25Other158404
123EPI.hepatic_ductular_cholangiocyte2.32e-03Nonsignificant1.000.30Other83243
124EPI.ileal_goblet1.97e-03Nonsignificant1.000.40Other181432
125EPI.colonic_tuft1.93e-03Nonsignificant—0.00Other724
126MAC.alveolar1.80e-03Nonsignificant1.000.30Other1,4323,122
127IPSC.induced_pluripotent_stem_cell1.77e-03Nonsignificant——Other00
128FIB.skin_tenogenic1.66e-03Nonsignificant—0.00Other108227
129EPI.tracheal_basal1.60e-03Nonsignificant1.000.33Other3981,120
130NEU.INH_VIP1.44e-03Nonsignificant0.591.06Other241366
131EPI.intrahepatic_cholangiocyte_transport1.29e-03Nonsignificant—0.00Other1242
132FIB.skin_sheath1.23e-03Nonsignificant1.000.06Other49118
133EPI.pancreatic_acinar1.21e-03Nonsignificant1.000.21Other4291,475
134HEP.periportal_metabolic6.23e-04Nonsignificant2.74e-091.14Other1,7504,427
135NEU.EXC_IT5.70e-04Nonsignificant3.30e-061.05Other411192
136HEP.pericentral_lipoprotein5.01e-04Nonsignificant—1.46Other00
137EPI.extrahepatic_cholangiocyte3.99e-04Nonsignificant—0.00Other3771
138HEP.acute_phase3.71e-04Nonsignificant0.101.09Other1,4413,641
139EPI.gastric_foveolar2.65e-04Nonsignificant—0.00Other00
140CM.cardiomyocyte1.72e-04Nonsignificant——Other5242,032
141FIB.skin_papillary1.38e-04Nonsignificant—0.00Other00
142OLG.oligodendrocyte1.24e-04Nonsignificant——Other3841,397
143EPI.pancreatic_ductal_mucinous9.87e-05Nonsignificant1.000.29Other219430
144HEP.canalicular_transport6.50e-05Nonsignificant0.730.96Other1,2903,434
145NEU.INH_LAMP52.61e-05Nonsignificant0.730.95Other263532
146NEU.INH_PVALB2.54e-05Nonsignificant0.730.94Other193183
147NEU.EXC_CT1.17e-05Nonsignificant0.730.92Other362384
148SKM.type_2_fast8.83e-06Nonsignificant1.000.03Other9722,639
149DC.pDC8.02e-06Nonsignificant1.000.08Other4961,028
150B.germinal_center4.76e-07Nonsignificant1.000.00Other233655
151EPI.bile_duct_cholangiocyte1.94e-07Nonsignificant1.009.28e-03Other3760
152NEU.EXC_NTNG11.72e-07Nonsignificant—0.00Other00

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.cation_flux39.62Significant0.181.44Specific5795
2EPI.renal_thick_ascending_limb.canonical_salt_transporter31.01Significant0.011.69—322317
3EPI.endocervical_secretory.squamous_barrier24.44Significant—0.67—00
4EPI.renal_thick_ascending_limb.remodeling19.53Significant1.000.55—15292
5T.CD4_cytotoxic.precursor18.20Significant0.042.08—15667
6T.gamma_delta.central_memory16.42Significant2.02e-031.86Specific460919
7EC.arterial.metabolic16.03Significant0.141.20Specific195159
8DC.cDC1.homeostatic_inhibitory16.02Significant—1.21Relevant00
9T.CD4_Th17.cytotoxic15.77Significant5.00e-042.11—332123
10T.MAIT.cytotoxic15.05Significant0.281.71—5215
11EC.venous.adipose_lipid14.96Significant0.071.59—254476
12T.CD8_Tcm.effector_bias14.89Significant2.20e-042.34Specific199329
13T.CD8_Tcm.gut_homing13.82Significant0.011.98—380112
14EC.capillary.angiocrine13.65Significant4.21e-031.69Specific250630
15T.CD4_cytotoxic.activated13.55Significant0.960.86Relevant31
16EPI.thymic_cortical.baseline13.38Significant0.151.53Relevant185386
17T.MAIT.early_activation12.89Significant0.621.17—574
18T.MAIT.vesicle12.88Significant0.621.08Relevant3765
19T.MAIT.quiescent12.65Significant0.620.97—1005
20T.CD4_cytotoxic.terminal_effector12.65Significant0.960.70—28621
21EPI.thymic_cortical.Notch_interface12.61Significant—0.00Relevant82137
22T.CD4_Tem.long_term_memory12.56Significant2.40e-031.88Specific314587
23EC.capillary.postcap_venule12.56Significant0.411.22—355261
24T.MAIT.stress12.44Significant—0.13—00
25EC.arterial.inflammatory12.43Significant0.051.33Specific6350
26T.CD4_cytotoxic.baseline12.25Significant0.960.83—00
27T.gamma_delta.early_effector11.88Significant1.000.87—890
28T.CD4_cytotoxic.NK_adapted11.85Significant0.960.34—8233
29EPI.renal_distal_tubule.ion_transport11.83Significant—0.86Relevant00
30T.MAIT.MAPK_brake11.69Significant0.620.96Relevant4466
31EC.capillary.migratory11.58Significant0.411.31Relevant181509
32T.CD4_Tcm.secretory11.44Significant0.511.38—2011
33T.CD8_transitional.early11.08Significant0.021.53—32755
34T.CD4_Tcm.effector_like11.05Significant0.101.83Relevant293533
35T.CD4_naive.purinergic10.52Significant0.891.17—491
36T.CD4_naive.homeostatic10.32Significant0.481.36—215108
37T.CD4_Th17.baseline10.32Significant0.910.88—515
38T.CD8_transitional.Trm_primed10.23Significant0.241.24—10815
39EPI.renal_thick_ascending_limb.barrier_repair10.21Significant1.000.04Relevant141284
40EC.venous.activated10.10Significant0.801.10Relevant247752
41T.CD4_Tcm.tissue_homing10.06Significant0.341.47—7846
42EPI.salivary_serous_acinar.secretory_active9.99Significant0.041.92—24269
43T.MAIT.migratory9.99Significant0.870.52—101
44T.CD8_naive.mito_proteostasis9.95Significant0.022.09—428100
45EC.venous.remodeling_stalk9.94Significant0.920.80—559566
46EPI.renal_distal_tubule.stress9.81Significant—0.89Relevant00
47T.CD4_naive.resist_bystander9.76Significant0.481.48—4025
48T.CD4_naive.survival9.70Significant0.891.14Relevant1217
49T.CD4_Tcm.RNA_control9.65Significant0.341.47—964
50T.CD4_naive.neddylation_mitoprot9.63Significant0.891.01—9356
51EC.venous.quiescent_homeostatic9.61Significant0.801.05—456360
52EC.capillary.baseline9.55Significant1.000.96Relevant246560
53T.CD4_Tcm.baseline9.49Significant0.910.87—6131
54T.CD4_naive.mature_mitoprot9.47Significant0.891.04Specific212476
55T.CD4_naive.neddylation9.45Significant0.891.03Specific104222
56T.CD4_Tem.cytotoxic_effector9.45Significant0.920.72Relevant225398
57T.CD8_Tcm.helper_like9.43Significant1.000.80Relevant81159
58T.CD8_Tcm.baseline9.40Significant1.000.51—9089
59T.CD4_Tcm.DC_interact9.38Significant0.910.88—7232
60T.CD4_naive.mature9.36Significant1.000.82—211100
61EC.venous.baseline9.35Significant0.860.96Specific346807
62EC.arterial.mito_contact9.31Significant0.491.10Other145
63T.CD4_naive.survival_neddylation9.28Significant1.000.79Relevant2638
64EPI.renal_thick_ascending_limb.salt_sensing9.22Significant1.000.12—73103
65T.CD8_transitional.APC_like9.16Significant0.241.24—20562
66T.CD4_naive.survival_mitoprot9.14Significant0.891.12—137
67T.CD4_Tcm.Th2_like9.14Significant0.910.63Relevant2355
68T.CD4_Tcm.migratory_cilium9.14Significant0.910.92—510
69T.CD4_Tcm.synapse_dynamics9.10Significant0.910.63—1510
70EPI.renal_intercalated_cell_type_A.PC_transitional8.97Significant—1.06Relevant203407
71EPI.thymic_cortical.secretory_remodeling8.96Significant—0.00—41
72T.CD4_Th17.migratory8.88Significant0.910.53Relevant1323
73T.CD4_Tcm.imprinted_splicing8.85Significant0.910.95Relevant617
74T.CD4_Tcm.retro_ZNF1178.85Significant0.910.64Relevant59
75T.CD4_Tcm.stress8.82Significant0.251.77Relevant511
76T.CD4_Tcm.Tfh_like8.74Significant0.910.69Relevant102214
77EC.capillary.stress8.69Significant1.000.74Relevant4436
78EC.arterial.elastic8.68Significant0.491.09Other2245
79T.CD4_Tem.inflammatory8.61Significant0.920.57—286
80T.CD4_Tem.transitional_CM8.53Significant0.920.74—3120
81EPI.renal_principal_cell.activated_acute8.41Significant0.181.62Relevant2959
82EPI.renal_principal_cell.inflammatory8.38Significant0.161.79Relevant74157
83T.CD4_Tcm.regulatory_poised8.20Significant0.910.99—23
84T.CD4_naive.proteostasis_mitoprot8.13Significant1.000.53Relevant1537
85T.CD4_Tcm.crosstalk_myeloid8.03Significant0.910.93—54
86T.gamma_delta.cytotoxic_effector8.00Significant1.000.18—349109
87T.CD4_transitional.baseline7.98Significant0.141.62Relevant5997
88T.CD4_naive.proteostasis7.78Significant1.000.33—149
89T.CD4_transitional.primed_cytotoxic7.73Significant0.711.22—2830
90T.CD4_naive.Treg_like7.61Significant1.000.42—12172
91T.CD4_Tfh.effector_migratory7.60Significant3.14e-042.03—12257
92T.CD8_Tem.stress_adapted7.47Significant0.171.40—607520
93T.CD8_naive.baseline7.45Significant0.181.49—1422
94T.CD8_Tem.baseline7.42Significant0.171.55—458356
95EPI.salivary_serous_acinar.quiescent7.24Significant0.910.50Relevant178493
96T.CD4_Tcm.APC_mimicry7.18Significant0.990.32—5443
97T.CD8_naive.innate_like7.05Significant0.810.90—101
98T.CD8_naive.vesicle_secretory6.95Significant0.811.07—420
99T.CD8_naive.effector_transition6.92Significant0.810.78Relevant3562
100T.CD4_Treg.tissue_effector6.88Significant0.161.51—1613
101T.CD8_Tem.motility_primed6.86Significant0.641.16—2694
102T.CD8_naive.cytokine_dampened6.72Significant0.810.86—714
103T.CD4_Trm.helper_like6.56Significant0.451.31Relevant84147
104T.CD8_naive.lipid_synthesis6.53Significant0.810.79—64
105T.CD4_Treg.central_naive_like6.48Significant0.161.61—33345
106T.CD4_Trm.cytotoxic_effector6.34Significant0.131.46—11877
107T.CD4_Treg.Tr1_like6.34Significant—0.39—88
108T.CD8_naive.splicing_enriched6.20Significant1.000.29—12016
109T.CD8_Tem.signaling_turnover6.17Significant0.790.96Relevant425683
110T.CD4_transitional.tissue_enagement6.14Significant0.821.01Relevant511
111NK.adaptive_terminal_cytotoxic6.14Significant6.30e-062.61Specific485802
112T.CD8_Tem.early_helper_like6.12Significant1.000.69Relevant445755
113NK.immature_bridge6.00Significant2.34e-062.62Specific117122
114T.CD8_naive.nfkb_related5.93Significant0.810.80Other10
115T.CD8_transitional.effector_primed5.84Significant1.000.17Other435151
116EC.capillary.inflammatory5.78Significant1.000.33Other2751
117EC.capillary.activated5.54Significant1.000.59Other25
118T.CD4_transitional.APC_interacting5.44Nominal0.960.66Other1014
119T.CD4_transitional.primed_helper_effector5.43Nominal0.960.41Other1943
120T.CD8_Tcm.NK_like5.32Nominal1.000.00Other334581
121T.CD4_Th2.precursor5.28Nominal—0.48Other00
122EC.capillary.angiogenic_tip5.16Nominal1.000.52Other186218
123ADIPO.inflammatory5.08Nominal—1.59Other00
124EPI.renal_principal_cell.intercalated_like5.06Nominal0.651.13Other6366
125T.CD8_Trm.cytotoxic4.90Nominal0.051.53Other16585
126T.CD4_naive.gut_prone4.84Nominal1.000.56Other3570
127EC.arterial.arteriole_gas_exchange4.80Nominal0.990.77Other238131
128NK.adaptive_classII_inhibitory4.78Nominal0.341.42Other880154
129NK.adaptive_biosynthetic_primed4.77Nominal0.341.51Other244405
130EC.arterial.arteriole_interface4.74Nominal0.990.78Other3112
131NK.adaptive_adipose_stress4.68Nominal1.000.99Other37439
132NK.adaptive_axis_baseline4.57Nominal0.231.54Other1,008153
133ILC2.activated4.56Nominal—0.23Other00
134T.CD4_Trm.metal_stress4.50Nominal1.000.98Other3458
135T.CD8_Trm.muscosal_Tc174.49Nominal0.690.96Other1938
136T.CD8_Tem.TEMRA4.49Nominal1.000.10Other9201,088
137T.CD4_Trm.baseline4.38Nominal1.000.89Other3121
138EPI.renal_immature_ureteric_bud.osmoprotective4.38Nominal7.51e-031.92Other12644
139NK.cytokine_quiescent4.37Nominal1.000.86Other6231,062
140NK.cytokine_vascular_patrolling4.33Nominal1.000.56Other86394
141NK.adaptive_immature_precursor4.33Nominal1.000.68Other358111
142T.CD4_Treg.APC_interactive4.33Nominal1.000.00Other11828
143NK.adaptive_HLAE_tuned4.30Nominal1.001.08Other1,124189
144ILC2.quiescent4.27Nominal—0.00Other00
145NK.cytokine_biosynthetic_primed4.19Nominal1.000.73Other36021
146NK.cytokine_axis_baseline4.15Nominal1.000.55Other1,172116
147T.CD4_Trm.central_like4.07Nominal1.000.72Other3831
148EPI.renal_principal_cell.injury_repair4.05Nominal0.810.88Other269
149B.memory.pDC_imprint3.94Nominal0.981.07Other157103
150T.CD8_transitional.stress3.91Nominal—0.00Other2434
151EPI.renal_principal_cell.canonical_vasopressin3.90Nominal0.910.31Other20
152B.memory.baseline3.85Nominal4.69e-051.75Other47299
153EC.arterial.angiogenic_tip3.82Nominal—0.00Other3037
154NK.cytokine_repair_primed3.81Nominal1.000.29Other26611
155DC.cDC1.activated3.81Nominal—0.32Other00
156T.CD4_Tfh.precursor_migratory3.80Nominal1.000.74Other7227
157T.CD4_Th2.tissue_adapted3.80Nominal—0.00Other00
158EPI.ectocervical_granular.proliferative_basal3.78Nominal—1.15Other00
159ASPC.activated3.72Nominal4.39e-051.59Other164162
160EPI.skin_keratinocyte_basal.spinous_transition3.71Nominal—0.97Other00
161EPI.renal_intercalated_cell_type_A.acid_secretion3.69Nominal1.000.00Other126
162B.naive.remodeling3.69Nominal0.241.37Other135230
163EC.arterial.homeostatic3.62Nominal0.990.85Other243
164T.CD4_Tfh.suppression_exhaustion3.62Nominal1.000.68Other02
165NK.cytokine_tissue_resident3.56Nominal1.000.88Other7482
166GRANU.neutrophil.tissue_patrolling3.49Nominal—0.52Other00
167B.naive.receptor_recycle3.40Nominal0.690.93Other510
168B.naive.purinergic3.37Nominal0.691.13Other384820
169EPI.salivary_intercalated_defense.canonical_antimicrobial3.34Nominal0.331.44Other1122
170T.CD8_Trm.inflammatory3.28Nominal0.690.99Other124176
171T.CD8_Trm.homeostatic3.28Nominal0.690.98Other425
172EC.arterial.ion_pump3.25Nominal0.990.71Other32
173B.naive.metabolic3.18Nominal0.690.94Other5079
174T.CD4_Trm.stress_adaptive3.13Nominal1.000.34Other822
175EPI.renal_distal_tubule.repair3.09Nominal—0.00Other34102
176ADIPO.immature3.06Nominal—0.42Other2440
177EPI.salivary_intercalated_defense.inflammatory3.06Nominal0.680.78Other152360
178MONO.CD16.hepatic_mac_like3.04Nominal0.391.30Other803117
179GRANU.neutrophil.antiviral_endotoxin3.01Nominal—0.64Other00
180DC.cDC1.cross_presenting2.98Nonsignificant—0.00Other00
181EC.heart_remodeling.translation_boost2.95Nonsignificant—0.89Other00
182B.naive.baseline2.90Nonsignificant0.691.01Other1013
183B.naive.proteostasis2.88Nonsignificant0.691.06Other4969
184EPI.salivary_duct_excretory.baseline2.84Nonsignificant0.311.56Other2357
185DC.mig.baseline2.82Nonsignificant—0.00Other10
186NK.cytokine_lung_immediate_early2.81Nonsignificant1.000.17Other424274
187NK.cytokine_tissue_activation2.80Nonsignificant1.000.25Other267450
188HPC.GMP_inflammatory2.78Nonsignificant0.171.34Other2010
189B.naive.antigen_presenting_ready2.73Nonsignificant0.691.03Other4873
190MONO.CD16.inflammatory2.72Nonsignificant0.391.29Other1,640168
191EC.heart_remodeling.perivascular2.72Nonsignificant1.41e-031.80Other124408
192MONO.CD16.patrolling2.68Nonsignificant0.760.92Other797216
193ILC2.migratory2.64Nonsignificant—0.00Other00
194EPI.skin_interfollicular_spinous.stress_oxidative2.56Nonsignificant—1.20Other00
195EPI.salivary_intercalated_defense.basal_EMT2.54Nonsignificant—0.00Other00
196MONO.CD14.APC_like2.43Nonsignificant2.45e-111.87Other1,6862,493
197B.memory.migratory2.43Nonsignificant1.000.63Other123208
198ASPC.preadipocyte_lipid_primed2.36Nonsignificant4.39e-051.41Other331129
199EPI.salivary_myoepithelial.contractile_repair2.33Nonsignificant—0.00Other39
200MONO.CD16.baseline2.32Nonsignificant0.581.11Other501
201MONO.CD16.platelet_bound2.29Nonsignificant0.800.67Other372508
202B.naive.activated2.28Nonsignificant0.691.04Other77127
203EPI.renal_intercalated_cell_type_B.baseline2.27Nonsignificant—0.00Other31
204EC.heart_remodeling.remodeling_stalk2.26Nonsignificant0.591.15Other33111
205EPI.salivary_duct_excretory.stress2.21Nonsignificant1.000.00Other3368
206EPI.skin_keratinocyte_basal.transit_amplifying1.97Nonsignificant—0.00Other00
207EPI.skin_interfollicular_spinous.proliferative1.96Nonsignificant—0.37Other00
208EPI.skin_interfollicular_spinous.baseline1.95Nonsignificant0.741.32Other353
209GRANU.MAST.resting_granule1.95Nonsignificant—0.20Other00
210EPI.skin_sebaceous_duct_luminal.detox_repair1.92Nonsignificant0.042.03Other13794
211EPI.thymic_medullary.proliferative_APC1.89Nonsignificant—1.47Other00
212GRANU.neutrophil.primed_degranulation1.86Nonsignificant—0.00Other00
213EPI.salivary_myoepithelial.activated1.85Nonsignificant0.601.11Other85281
214EPI.skin_interfollicular_spinous.early_differentiation1.82Nonsignificant0.740.98Other8919
215T.CD4_Trm.activated1.75Nonsignificant1.000.09Other3226
216EPI.renal_distal_tubule.ciliated_remodelling1.74Nonsignificant—0.00Other00
217MAC.microglia_like.patrolling_adhesive1.73Nonsignificant—1.21Other00
218GRANU.MAST.activated_repair1.72Nonsignificant—9.09e-03Other01
219EPI.salivary_myoepithelial.baseline1.69Nonsignificant0.710.74Other42141
220EC.lymphatic.activated1.68Nonsignificant0.601.08Other4773
221EPI.salivary_myoepithelial.junctional_transport1.65Nonsignificant0.601.29Other66121
222EPI.skin_interfollicular_spinous.stress_UPR1.63Nonsignificant—0.00Other00
223HPC.LMPP1.63Nonsignificant0.641.11Other6531
224GRANU.MAST.activated_acute1.62Nonsignificant—0.00Other00
225T.CD4_Tfh.canonical_GC_helper1.61Nonsignificant1.000.00Other12
226B.memory.activated1.59Nonsignificant1.000.49Other10529
227MAC.resident_iron.APC_iron_sensing1.59Nonsignificant0.141.41Other211114
228EPI.renal_distal_tubule.immune_modulatory1.58Nonsignificant—0.00Other00
229EPI.ectocervical_granular.secretory_apocrine1.55Nonsignificant—0.32Other00
230EPI.skin_interfollicular_spinous.transition_basal1.51Nonsignificant0.870.48Other100127
231DC.cDC1.baseline1.49Nonsignificant—0.00Other00
232EC.heart_remodeling.capillary_metabolic1.48Nonsignificant1.66e-031.90Other54414
233EPI.colonic_enteroendocrine.progenitor1.47Nonsignificant—0.97Other00
234ASPC.inflammatory1.47Nonsignificant0.361.30Other2161
235MONO.CD14.remodeling1.45Nonsignificant0.021.24Other2,373295
236DC.cDC1.proliferative1.42Nonsignificant—0.00Other00
237EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro1.42Nonsignificant—0.00Other00
238T.CD8_Trm.dendritic_recruiter1.41Nonsignificant1.000.02Other4785
239B.memory.preactivated1.41Nonsignificant1.000.55Other173174
240EPI.salivary_duct_ion_transport.baseline1.34Nonsignificant——Other00
241EC.lymphatic.tip_migratory1.32Nonsignificant0.361.22Other2337
242MAC.microglia_like.phagocytic_redox1.32Nonsignificant—0.17Other00
243THYMO.CD8aa_IELp1.32Nonsignificant—1.14Other17
244ASPC.baseline1.30Nonsignificant1.000.89Other363170
245THYMO.SP_CD8_naive1.27Nonsignificant1.32e-122.12Other297177
246EPI.thymic_medullary.stress_APC1.27Nonsignificant0.361.53Other24
247EPI.renal_immature_ureteric_bud.defense_secretory1.27Nonsignificant1.000.00Other4576
248B.naive.restrained1.24Nonsignificant0.860.82Other183353
249EC.heart_remodeling.angiocrine1.23Nonsignificant0.970.58Other182525
250EC.heart_remodeling.activated_acute1.18Nonsignificant0.970.68Other102186
251GRNLSA.cholesterol_mevalonate1.17Nonsignificant0.561.23Other94
252ADIPO.hypoxia_remodelling1.15Nonsignificant—0.00Other29105
253EC.heart_remodeling.remodeling_secretory1.15Nonsignificant0.970.73Other6051,341
254EPI.skin_sebaceous_duct_luminal.ECM_remodelling1.11Nonsignificant0.890.29Other29
255EPI.ileal_bile_transport.absorptive_xenobiotic1.10Nonsignificant0.411.19Other1112
256FIB.interstitial.mesenchymal_APC1.07Nonsignificant0.021.49Other8133
257EPI.ileal_bile_transport.detox_transcytosis1.05Nonsignificant—0.00Other01
258EPI.skin_interfollicular_spinous.inflammatory1.04Nonsignificant—0.00Other00
259FIB.neurolectin_mucosa.inflammatory1.02Nonsignificant0.271.56Other52110
260EPI.thymic_medullary.canonical_alarmin1.02Nonsignificant0.810.51Other817
261EPI.thymic_medullary.hormone_xeno_barrier1.01Nonsignificant—0.00Other08
262EPI.skin_interfollicular_spinous.upper_lipid1.01Nonsignificant—0.00Other66
263FIB.interstitial.immune_interact1.00Nonsignificant0.191.31Other121
264GRNLSA.lipid_hypoxia0.99Nonsignificant0.611.10Other280
265THYMO.SP_CD8_naive_stress0.95Nonsignificant0.971.16Other11
266EPI.pancreatic_ductal_bicarbonate.stress0.95Nonsignificant—0.70Other1233
267EPI.ectocervical_granular.immune_interact0.93Nonsignificant—0.00Other00
268GRNLSA.EMT_insulin_signaling0.91Nonsignificant0.561.24Other4784
269PC.IgA_muocsal.baseline0.87Nonsignificant0.141.33Other35
270EPI.skin_keratinocyte_proliferating.early_spinous_transition0.85Nonsignificant—0.87Other135290
271FIB.neurolectin_mucosa.axon_responsive0.85Nonsignificant0.620.85Other1010
272EPI.tracheal_submucosal_gland.ductal_luminal0.85Nonsignificant—0.42Other00
273ASPC.remodeling0.84Nonsignificant1.000.59Other106354
274EPI.lung_club_secretory.inflammatory0.84Nonsignificant—1.47Other00
275EPI.ectocervical_granular.inflammatory0.84Nonsignificant—0.00Other00
276MONO.CD14.baseline0.83Nonsignificant1.000.54Other2,26876
277EC.lymphatic.baseline0.83Nonsignificant0.621.01Other3872
278MAC.microglia_like.inflammatory_chemokine0.82Nonsignificant—0.00Other2032
279ASPC.secretory0.82Nonsignificant1.000.49Other765
280FIB.neurolectin_mucosa.nerve_interface0.82Nonsignificant—0.00Other40
281EPI.renal_proximal_tubule.onecarbon_peroxisome0.82Nonsignificant4.03e-032.43Other5889
282T.CD4_naive.activated_stress0.82Nonsignificant1.000.00Other339429
283EPI.ileal_enterocyte_crypt.villus_transition0.81Nonsignificant—1.35Other710
284MONO.CD14.platelet_bound0.81Nonsignificant1.000.74Other964176
285FIB.neurolectin_mucosa.remodeling_repair0.80Nonsignificant—0.00Other42
286MONO.CD14.inflammatory0.80Nonsignificant1.000.89Other92134
287MAC.resident_iron.redox_metabolic0.74Nonsignificant0.251.44Other44
288MUSC.activated_migratory0.73Nonsignificant9.10e-031.93Other67
289EPI.ileal_enterocyte_crypt.bile_transport0.69Nonsignificant0.011.66Other20
290PC.IgA_muocsal.activated0.69Nonsignificant0.841.04Other178
291EPI.renal_proximal_tubule.detox_antioxidant0.66Nonsignificant0.950.19Other39477
292EPI.skin_sebaceous_duct_luminal.immune_interface0.66Nonsignificant—0.00Other00
293EPI.tracheal_submucosal_gland.acinar_serous0.65Nonsignificant—0.00Other00
294GRNLSA.p53_damage0.60Nonsignificant—0.31Other1310
295EPI.skin_keratinocyte_progenitor.activated_stress0.60Nonsignificant—0.38Other00
296ADIPO.thermogenic0.59Nonsignificant—0.00Other00
297MAC.resident_iron.stress_tolerogenic0.59Nonsignificant—0.22Other00
298EPI.skin_keratinocyte_basal.basement_anchoring0.59Nonsignificant—0.00Other00
299EPI.pancreatic_ductal_bicarbonate.activated0.58Nonsignificant0.161.44Other107
300PC.IgA_muocsal.plasmablast0.57Nonsignificant0.920.63Other54
301MAC.kupffer.fibrogenic0.57Nonsignificant—1.50Other00
302PC.IgA_muocsal.migratory0.57Nonsignificant0.920.73Other41
303ASPC.adipocyte_capillary_interface0.56Nonsignificant1.000.40Other2154
304SMC.activated0.56Nonsignificant0.411.12Other25
305THYMO.DP_early0.56Nonsignificant1.000.63Other326313
306FIB.interstitial.mesenchymal_regulator0.56Nonsignificant0.661.10Other44
307FIB.interstitial.remodeling0.55Nonsignificant0.950.77Other319
308EPI.endocervical_secretory.secretory_translocon0.54Nonsignificant—0.00Other00
309HPC.CLP_B_primed0.54Nonsignificant—0.21Other00
310FIB.reticular.stress_metallothionein0.53Nonsignificant—0.31Other332
311EC.lymphatic.valve0.53Nonsignificant—0.19Other00
312GRNLSA.chemokine_mechanosensory0.51Nonsignificant0.840.87Other10
313ASPC.niche_keeping_progenitor0.50Nonsignificant1.000.19Other52219
314PERI.inflammatory0.50Nonsignificant0.021.27Other4077
315FIB.interstitial.lipid_matrix0.49Nonsignificant0.950.72Other258191
316B.age_associated.naive_transitional0.49Nonsignificant—0.42Other00
317DC.cDC2.lipid_metabolic0.49Nonsignificant—0.83Other00
318FIB.interstitial.stress_secretory0.48Nonsignificant0.950.80Other9256
319B.age_associated.activated0.48Nonsignificant—0.05Other1822
320HPC.MPP_IEG0.47Nonsignificant1.000.74Other4546
321PERI.baseline0.46Nonsignificant0.061.20Other3966
322MAC.resident_repair.chemokine_angiocrine0.46Nonsignificant0.011.47Other87138
323MG.phagocytic_APC0.45Nonsignificant0.521.32Other258
324SMC.metabolic0.44Nonsignificant0.411.19Other1440
325FIB.reticular.immune_interface0.43Nonsignificant—0.29Other16
326B.age_associated.migratory0.42Nonsignificant0.690.80Other22
327PC.IgG_systemic.secretory0.41Nonsignificant0.151.40Other00
328THYMO.SP_CD4_naive0.41Nonsignificant1.000.35Other6575
329FIB.reticular.stromal_niche0.39Nonsignificant0.680.81Other00
330MAC.MDM.complement_resolving0.38Nonsignificant0.481.11Other440860
331DC.cDC2.antiviral0.37Nonsignificant0.671.09Other10037
332MG.expanding0.36Nonsignificant0.521.18Other21
333FIB.barrier_purinergic.lipid_secretory0.36Nonsignificant—0.48Other00
334THYMO.DN_preTCR0.36Nonsignificant1.000.50Other4171
335SMC.contractile0.35Nonsignificant0.940.72Other80588
336ASPC.stem_like_progenitor0.35Nonsignificant1.000.13Other300842
337MG.baseline0.35Nonsignificant0.700.81Other165
338EPI.alveolar_type_2.stress_response0.33Nonsignificant1.22e-031.62Other6751,562
339FIB.barrier_secretory.homeostasis0.33Nonsignificant—0.60Other00
340EPI.lung_multiciliated.stress0.33Nonsignificant—0.77Other67165
341MAC.kupffer.monocyte_like0.33Nonsignificant—0.00Other00
342MAC.LAM.perivascular_angiocrine0.33Nonsignificant—1.34Other53138
343EC.venous.cardiac_structural0.32Nonsignificant1.000.01Other102229
344EPI.skin_follicular_keratinizing.root_infundibulum0.32Nonsignificant—0.76Other00
345MAC.MDM.inflammatory_phagocytic0.31Nonsignificant0.761.00Other19952
346MUSC.early_activation0.31Nonsignificant0.651.23Other432
347MAC.resident_iron.heme_catabolism0.31Nonsignificant0.600.90Other3051
348DC.cDC2.monocyte_like0.30Nonsignificant0.211.22Other1,285791
349ASPC.proliferative0.30Nonsignificant1.000.10Other3385
350FIB.reticular.ECM_builder0.30Nonsignificant—0.00Other00
351FIB.transitioning.motility_remodelling0.29Nonsignificant—0.66Other00
352EPI.skin_follicular_keratinizing.upper_infundibulum0.28Nonsignificant—0.43Other82
353PERI.angiocrine0.28Nonsignificant0.960.93Other93102
354EPI.alveolar_type_1.activated0.27Nonsignificant—1.64Other00
355EPI.pancreatic_ductal_bicarbonate.barrier_mucin0.27Nonsignificant9.53e-031.56Other219533
356EPI.pancreatic_islet.beta0.26Nonsignificant0.091.56Other4257
357EPI.lung_club_secretory.ciliogenesis_axoneme0.26Nonsignificant—0.21Other00
358DC.cDC2.adhesion_signaling0.25Nonsignificant0.851.02Other359
359MAC.resident_iron.heme_recycling0.25Nonsignificant—0.00Other3037
360MAC.LAM.anti_inflammatory0.25Nonsignificant0.651.18Other86132
361DC.cDC2.pro_inflammatory0.25Nonsignificant0.850.94Other35
362EPI.pancreatic_ductal_progenitor.baseline0.25Nonsignificant0.141.45Other179702
363EPI.ileal_enterocyte_crypt.baseline0.24Nonsignificant0.940.61Other116
364EPI.skin_hair_follicle_bulge.niche_crosstalk0.24Nonsignificant—1.04Other2988
365FIB.lung_alveolar.stress_interacting0.24Nonsignificant—0.97Other00
366EPI.cervical_suprabasal.secretory_vesicle0.24Nonsignificant—0.73Other00
367FIB.transitioning.secretory_procollagen0.24Nonsignificant—0.24Other00
368EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal0.23Nonsignificant—1.24Other00
369EPI.pancreatic_ductal_bicarbonate.baseline0.23Nonsignificant0.760.98Other1142
370EPI.alveolar_type_2.baseline_surfactant0.23Nonsignificant1.000.88Other649
371EPI.pancreatic_islet.delta0.23Nonsignificant—0.39Other00
372MAC.LAM.lipid_opsonization0.23Nonsignificant0.861.03Other4514
373PC.IgG_systemic.stress0.22Nonsignificant—0.03Other15
374EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump0.22Nonsignificant0.760.78Other40191
375MUSC.quiescent_reservoir0.22Nonsignificant0.980.19Other28
376MUSC.baseline0.22Nonsignificant0.980.38Other00
377OPC.premyelinating0.22Nonsignificant0.141.39Other18512
378EPI.skin_follicular_keratinizing.transit_amplifying0.22Nonsignificant—0.00Other2149
379FIB.perivascular_interface.lipid_shuttle0.21Nonsignificant—0.00Other51170
380GRNLSA.stress_metabolic0.21Nonsignificant—0.00Other12
381EPI.skin_keratinocyte_progenitor.quiescent_stem_like0.21Nonsignificant—0.00Other00
382EPI.lung_multiciliated.baseline0.20Nonsignificant—0.00Other07
383EPI.pancreatic_ductal_bicarbonate.repair_actin_junction0.20Nonsignificant—0.19Other00
384EPI.pancreatic_islet.alpha0.19Nonsignificant—0.00Other152330
385EPI.skin_keratinocyte_proliferating.anchor_remodel0.19Nonsignificant—0.00Other00
386EPI.ileal_enterocyte_absorptive.villus_tip0.19Nonsignificant5.44e-031.41Other43
387CHOND.angiogenic0.18Nonsignificant—1.29Other00
388MAC.kupffer.tolerogenic0.18Nonsignificant—0.58Other4549
389EPI.skin_sweat_duct_keratinocyte.signal_gate0.18Nonsignificant—0.79Other4326
390OPC.proliferative_immune_interact0.18Nonsignificant0.691.00Other180373
391FIB.transitioning.ISG_primed_interface0.18Nonsignificant—0.00Other1780
392EPI.ileal_enterocyte_crypt.proliferative_S0.18Nonsignificant0.940.58Other42
393MAC.LAM.lipid_phagocytosis0.18Nonsignificant0.861.00Other369328
394EC.liver_sinusoidal.secretory_lipoprotein0.17Nonsignificant3.81e-031.66Other12070
395MAC.resident_repair.ECM_stromal_crosstalk0.17Nonsignificant0.980.80Other95158
396EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic0.17Nonsignificant—0.00Other00
397FIB.barrier_purinergic.stress_GF_binding0.17Nonsignificant—0.00Other00
398MONO.CD14.repair_M2_like0.15Nonsignificant1.000.18Other5501,495
399EC.liver_sinusoidal.stress0.15Nonsignificant—0.65Other413158
400EPI.pancreatic_ductal_progenitor.ADM_like0.15Nonsignificant—0.00Other00
401GRNLSA.secretory_remodeling0.15Nonsignificant0.990.39Other9025
402FIB.transitioning.matrix_stress0.15Nonsignificant—0.00Other47138
403DC.cDC2.migratory0.14Nonsignificant0.850.93Other18539
404EPI.pancreatic_ductal_bicarbonate.junctional_remodel0.14Nonsignificant—0.00Other49237
405PC.IgG_systemic.interacting0.14Nonsignificant0.980.83Other00
406EPI.lung_multiciliated.mature_motile_cilia0.14Nonsignificant—0.00Other00
407FIB.perivascular_interface.vascular_BM_remodelling0.14Nonsignificant—0.41Other00
408FIB.barrier_secretory.remodeling0.14Nonsignificant—0.00Other00
409IPSC.endoderm_primed0.14Nonsignificant0.341.18Other00
410EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic0.14Nonsignificant—0.60Other00
411MAC.MDM.APC_dendritic0.14Nonsignificant0.761.03Other4815
412MAC.resident_repair.stress_iron0.13Nonsignificant0.980.62Other4897
413EPI.colonocyte.distal_absorptive0.13Nonsignificant—1.87Other00
414EPI.salivary_mucous_acinar.baseline0.13Nonsignificant——Other394683
415DC.cDC2.proliferative0.13Nonsignificant—0.00Other3971
416EPI.pancreatic_ductal_bicarbonate.inflammatory0.12Nonsignificant0.760.89Other1432
417MEL.neurotrophic_migratory0.12Nonsignificant—1.65Other00
418MAC.kupffer.inflammatory0.12Nonsignificant—0.12Other74
419FIB.tracheal_subepithelial.baseline0.12Nonsignificant—0.00Other00
420EPI.pancreatic_ductal_perivascular.baseline0.11Nonsignificant0.271.30Other15
421MAC.proliferating.DNA_replication0.10Nonsignificant0.321.16Other36
422THYMO.DP_early_stress0.09Nonsignificant—0.00Other00
423MAC.proliferating.stress0.09Nonsignificant—0.00Other87136
424PC.IgG_systemic.metabolic0.09Nonsignificant0.980.42Other4663
425EPI.skin_keratinocyte_proliferating.detox_repair0.09Nonsignificant—0.00Other00
426FIB.perivascular_interface.vasomotor_tone0.09Nonsignificant—0.00Other00
427GRNLSA.proliferative_migratory0.09Nonsignificant0.611.06Other248292
428EPI.cervical_suprabasal.inflammatory_repair0.09Nonsignificant—0.00Other00
429MAC.resident_repair.antigen_presenting0.09Nonsignificant0.980.48Other244113
430EC.liver_sinusoidal.remodeling_lipotoxicity0.09Nonsignificant—0.20Other9058
431EPI.salivary_serous_acinar.seromucous_like0.08Nonsignificant—0.00Other00
432FIB.suburothelial.urothelial_interface0.08Nonsignificant0.041.70Other98
433THYMO.SP_CD8_transitional0.08Nonsignificant1.000.20Other3275
434CHOND.activated_fibro_like0.08Nonsignificant0.011.26Other531188
435CHOND.remodeling0.08Nonsignificant—0.66Other50
436MAC.LAM.inflammatory_APC0.08Nonsignificant0.900.94Other872165
437FIB.lung_alveolar.mito_secretory0.07Nonsignificant—0.00Other00
438EPI.skin_sweat_duct_keratinocyte.repair0.07Nonsignificant—0.29Other00
439PLAT.adhesion0.07Nonsignificant—0.48Other00
440EPI.skin_appendage_keratinocyte.sebaceous_apocrine0.07Nonsignificant—1.22Other3982
441EPI.pancreatic_ductal_progenitor.ciliated_transport0.06Nonsignificant—0.00Other105368
442MAC.resident_cardiac.antigen_presenting0.06Nonsignificant0.051.46Other5227
443HPC.GMP_granulocytic0.06Nonsignificant—0.00Other33
444ASPC.mesothelial_like0.06Nonsignificant1.000.10Other143486
445EPI.ileal_enterocyte_crypt.proliferative_G2M0.06Nonsignificant—0.00Other1954
446EPI.pancreatic_ductal_perivascular.protective_antioxidant0.05Nonsignificant—0.00Other1169
447EPI.colonocyte.ionocyte_BEST40.05Nonsignificant1.001.30Other103188
448ASTRO.homeostatic0.05Nonsignificant0.421.21Other200431
449EC.liver_sinusoidal.hypoxia_metabolic0.05Nonsignificant0.980.44Other183107
450OPC.homeostatic0.05Nonsignificant0.690.90Other394160
451FIB.skin_neurosecretory.baseline0.04Nonsignificant—0.00Other00
452THYMO.proliferative_S0.04Nonsignificant1.000.06Other163418
453EC.lymphatic.scavenger0.04Nonsignificant1.000.47Other203257
454MAC.resident_repair.lipid_phagocytic0.04Nonsignificant0.980.37Other228604
455FIB.suburothelial.inflammatory_prostanoid0.04Nonsignificant—0.16Other00
456MAC.kupffer.stress0.04Nonsignificant0.930.51Other93
457FIB.adventitial.mito_secretory0.04Nonsignificant0.271.33Other217
458MEL.dedifferentiated_migratory0.04Nonsignificant—0.49Other00
459EPI.ileal_enterocyte_crypt.secretory_precursor0.03Nonsignificant—0.00Other00
460EPI.skin_hair_follicle_bulge.anagen_growth0.03Nonsignificant—0.92Other00
461FIB.adventitial.PI16_matrix0.03Nonsignificant0.271.24Other7090
462MAC.MDM.LAM_like0.03Nonsignificant0.790.86Other1214
463FIB.suburothelial.contractile_myofibroblast0.03Nonsignificant—0.00Other90
464EPI.ileal_enterocyte_absorptive.brush_border0.03Nonsignificant0.131.20Other5801,717
465FIB.adventitial.complement_angiocrine0.03Nonsignificant0.271.17Other153684
466SKM.type_1_slow.oxidative0.03Nonsignificant1.17e-031.68Other802251
467ASTRO.stress_acute0.03Nonsignificant0.421.19Other6056
468NEU.INH_VIP.enkephalinergic0.03Nonsignificant—2.15Other00
469FIB.hepatic_stellate_cell.fibrogenic0.03Nonsignificant—0.73Other00
470EPI.lung_club_secretory.ciliogenesis_primed0.02Nonsignificant—0.00Other00
471EPI.esophageal_basal.activated_progenitor0.02Nonsignificant0.580.95Other10
472ASTRO.A2_reactive0.02Nonsignificant1.000.85Other1037
473MAC.resident_cardiac.phagocytic_homeostasis0.02Nonsignificant0.960.66Other5641,221
474MESO.secretory_structural0.02Nonsignificant—1.52Other00
475ASTRO.hypoxia_angiogenic0.02Nonsignificant1.000.95Other518
476ASTRO.stress_mito0.02Nonsignificant1.000.96Other47110
477HPC.MPP_activated0.02Nonsignificant—0.00Other00
478MAC.LAM.antimicrobial0.02Nonsignificant1.000.50Other38993
479MAC.resident_cardiac.inflammatory_reparative0.02Nonsignificant0.960.82Other3196
480EPI.tracheal_suprabasal.secretory_immune0.02Nonsignificant—0.90Other00
481EPI.ileal_goblet.immature0.02Nonsignificant—0.73Other00
482FIB.hepatic_stellate_cell.inflammatory0.02Nonsignificant—0.00Other00
483ASTRO.immature_lipid0.02Nonsignificant1.000.82Other23113
484PERI.cardiac_skeletal0.02Nonsignificant1.000.02Other313630
485FIB.adventitial.mechano_chemo_sensing0.02Nonsignificant0.990.92Other135524
486FIB.suburothelial.homeostasis_matrix0.02Nonsignificant1.000.00Other258921
487EPI.esophageal_basal.junctional_barrier0.02Nonsignificant—0.00Other00
488EPI.colonic_enteroendocrine.Lcell_peptide0.02Nonsignificant—0.00Other00
489EPI.skin_appendage_keratinocyte.ductal_immune_interacting0.01Nonsignificant0.900.87Other716
490SKM.type_1_slow.contractile0.01Nonsignificant1.000.76Other5968
491EPI.lung_club_secretory.canonical_surfactant0.01Nonsignificant—0.00Other74104
492DC.cDC2.tolerogenic_regulatory0.01Nonsignificant1.000.42Other444
493FIB.adventitial.adhesion_lipid0.01Nonsignificant0.990.88Other58209
494EC.liver_sinusoidal.prostanoid0.01Nonsignificant—0.00Other1164
495EPI.skin_hair_follicle_companion.activated_migratory0.01Nonsignificant—0.97Other00
496EPI.alveolar_type_2.injury_primed0.01Nonsignificant1.000.00Other434245
497FIB.adventitial.inflammatory_activated0.01Nonsignificant0.990.85Other100473
498HPC.MEP0.01Nonsignificant1.000.17Other5991,195
499EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.01Nonsignificant—0.00Other00
500FIB.hepatic_stellate_cell.contractile0.01Nonsignificant—0.00Other00
501EPI.colonocyte.secretory_boost0.01Nonsignificant1.001.17Other9891
502FIB.adventitial.baseline9.94e-03Nonsignificant1.000.52Other157278
503EPI.skin_appendage_keratinocyte.ductal_barrier_detox9.67e-03Nonsignificant0.900.65Other3334
504MEL.secretory_quiescent9.47e-03Nonsignificant0.980.84Other1913
505SCHWN.translation_boost7.88e-03Nonsignificant—0.27Other81
506EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion7.79e-03Nonsignificant—0.46Other53
507ASTRO.A1_reactive7.62e-03Nonsignificant1.000.88Other433394
508CHOND.pro_inflammatory7.00e-03Nonsignificant1.000.46Other181351
509HEP.periportal_metabolic.stress_checkpoint6.74e-03Nonsignificant0.411.12Other234786
510NEU.INH_VIP.regulatory_remodeling6.66e-03Nonsignificant—0.82Other61
511EPI.intrahepatic_cholangiocyte_defense.raft_maturation6.09e-03Nonsignificant—0.42Other00
512EPI.skin_hair_follicle_companion.bulge_anchor_signaling5.83e-03Nonsignificant—0.00Other00
513CHOND.articular_collagen5.83e-03Nonsignificant1.000.42Other551266
514EPI.skin_sweat_duct_keratinocyte.proliferative_S5.74e-03Nonsignificant—0.00Other00
515EPI.hepatic_ductular_cholangiocyte.acute_phase_complement5.55e-03Nonsignificant—0.00Other00
516EC.liver_sinusoidal.inflammatory4.85e-03Nonsignificant—0.00Other223154
517NEU.EXC_SYT2.synaptic4.61e-03Nonsignificant—0.48Other00
518SCHWN.reactive_inflammatory4.32e-03Nonsignificant—0.63Other00
519EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling4.30e-03Nonsignificant—1.15Other00
520MAC.alveolar.lipid_autophagy4.22e-03Nonsignificant—0.43Other3544
521EPI.skin_hair_follicle_bulge.quiescent4.00e-03Nonsignificant1.000.00Other5669
522MESO.activated_migratory3.94e-03Nonsignificant—0.20Other00
523EPI.tracheal_basal.activated_stress3.93e-03Nonsignificant0.401.20Other320
524EPI.colonic_tuft.activated3.76e-03Nonsignificant—0.73Other00
525EPI.pancreatic_acinar.stress3.63e-03Nonsignificant1.001.06Other2828
526EPI.pancreatic_acinar.quiet_dedifferentiation3.47e-03Nonsignificant1.001.08Other142171
527SKM.type_1_slow.glycolytic3.45e-03Nonsignificant1.000.00Other362647
528EPI.skin_sweat_duct_keratinocyte.proliferative_G2M3.34e-03Nonsignificant—0.00Other00
529EPI.esophageal_suprabasal.differentiating_keratin3.27e-03Nonsignificant0.501.09Other13161
530MAC.alveolar.inflammatory3.24e-03Nonsignificant0.641.10Other208312
531EPI.alveolar_type_1.baseline3.03e-03Nonsignificant1.000.00Other80
532EPI.skin_sweat_duct_keratinocyte.barrier3.01e-03Nonsignificant—0.00Other00
533NEU.EXC_IT.structural2.91e-03Nonsignificant0.331.16Other17141
534ASTRO.synaptic_interaction2.87e-03Nonsignificant1.000.52Other76334
535MESO.baseline2.73e-03Nonsignificant0.700.84Other06
536MAC.alveolar.capillary_interacting2.54e-03Nonsignificant0.861.10Other113181
537EPI.esophageal_suprabasal.basal_transitional2.51e-03Nonsignificant0.501.09Other4467
538EPI.hepatic_ductular_cholangiocyte.ion_transport2.24e-03Nonsignificant—1.01Other00
539NEU.INH_VIP.LAMP5_hybrid2.15e-03Nonsignificant—0.71Other19
540MESO.activated_stress1.76e-03Nonsignificant—0.00Other00
541FIB.skin_sheath.stress_chaperone1.74e-03Nonsignificant—0.00Other00
542FIB.skin_tenogenic.baseline1.66e-03Nonsignificant—0.00Other02
543FIB.skin_sheath.ECM_immune1.47e-03Nonsignificant—0.00Other00
544MEL.mature_oxidative_traffic1.34e-03Nonsignificant0.980.54Other247285
545ASTRO.neuromodulatory1.28e-03Nonsignificant1.000.42Other34172
546EPI.hepatic_ductular_cholangiocyte.polarity1.09e-03Nonsignificant—0.68Other00
547MAC.kupffer.metabolic1.05e-03Nonsignificant—0.00Other2536
548EPI.pancreatic_acinar.baseline1.04e-03Nonsignificant1.000.98Other274163
549IPSC.mesenchymal_primed1.01e-03Nonsignificant0.361.03Other00
550IPSC.stress9.20e-04Nonsignificant0.341.08Other00
551FIB.adventitial.activated_remodelling8.72e-04Nonsignificant—0.00Other141319
552EPI.esophageal_suprabasal.proliferative_S8.20e-04Nonsignificant—0.00Other2641
553HEP.pericentral_lipoprotein.ApoB_coagulation7.96e-04Nonsignificant—0.67Other00
554EPI.esophageal_suprabasal.proliferative_exit6.74e-04Nonsignificant—0.00Other00
555OLG.stress6.64e-04Nonsignificant0.731.08Other2328
556CM.contractile_oxphos6.53e-04Nonsignificant0.741.08Other619
557MONO.CD14.cord_tolerance6.16e-04Nonsignificant1.000.01Other864753
558EPI.extrahepatic_cholangiocyte.mucin_secretory5.89e-04Nonsignificant—0.42Other00
559EPI.pancreatic_acinar.inflammatory_regenerative5.86e-04Nonsignificant1.001.02Other25113
560MESO.antiviral5.59e-04Nonsignificant—0.00Other38
561MEL.stress_glucocorticoid5.34e-04Nonsignificant0.980.47Other1134
562HEP.acute_phase.complement_metabolic5.31e-04Nonsignificant0.381.15Other1,4233,464
563HEP.canalicular_transport.secretory_ERAD_UPR5.15e-04Nonsignificant0.761.09Other23228
564SCHWN.axon_contact_cardiac5.12e-04Nonsignificant0.990.31Other1863
565HEP.acute_phase.stress_secretory5.02e-04Nonsignificant0.161.45Other263
566FIB.skin_sheath.neuro_vascular_interface4.71e-04Nonsignificant—6.94e-17Other00
567CM.baseline4.21e-04Nonsignificant0.741.03Other3930
568THYMO.proliferative_G2M4.14e-04Nonsignificant—0.00Other164413
569IPSC.mesodermal_primed3.85e-04Nonsignificant1.001.04Other00
570IPSC.mesendo_primed3.30e-04Nonsignificant1.001.00Other00
571NEU.INH_VIP.nuclear_reg3.24e-04Nonsignificant—0.45Other204
572EPI.tracheal_suprabasal.transitional_wound3.08e-04Nonsignificant—0.00Other161
573EPI.intrahepatic_cholangiocyte_defense.secretory_barrier3.06e-04Nonsignificant—0.00Other00
574HEP.acute_phase.baseline3.05e-04Nonsignificant0.501.08Other94619
575HEP.acute_phase.complement_antiviral3.01e-04Nonsignificant0.740.86Other377751
576EPI.gastric_foveolar.baseline2.65e-04Nonsignificant—0.00Other00
577HEP.acute_phase.inflammatory2.61e-04Nonsignificant0.571.03Other382649
578MAC.alveolar.stress_metabolic2.28e-04Nonsignificant0.970.90Other116148
579EPI.colonocyte.goblet_interface2.24e-04Nonsignificant—0.37Other1121
580EPI.hepatic_ductular_cholangiocyte.secretory_transport2.13e-04Nonsignificant—0.00Other00
581HEP.pericentral_lipoprotein.UPR_redox2.00e-04Nonsignificant—0.00Other00
582EPI.extrahepatic_cholangiocyte.barrier_interface1.97e-04Nonsignificant—0.00Other00
583EPI.colonocyte.proximal_transport1.73e-04Nonsignificant1.000.81Other2412
584NEU.INH_VIP.serotonergic1.73e-04Nonsignificant—0.21Other92
585EPI.hepatic_ductular_cholangiocyte.barrier_chemokine1.71e-04Nonsignificant—0.00Other69
586EPI.pancreatic_ductal_mucinous.mucin_rich_barrier1.69e-04Nonsignificant0.401.18Other4491,034
587EPI.skin_appendage_keratinocyte.transit_amplifying1.58e-04Nonsignificant—0.00Other109358
588NEU.INH_PVALB.metabotropic1.42e-04Nonsignificant—1.04Other00
589EPI.ileal_goblet.inflammatory_mucin1.41e-04Nonsignificant0.751.20Other69
590FIB.skin_papillary.baseline1.38e-04Nonsignificant—0.00Other00
591EPI.hepatic_ductular_cholangiocyte.stress1.32e-04Nonsignificant—0.00Other00
592CM.inflammatory1.19e-04Nonsignificant—1.73Other00
593IPSC.neural_primed1.11e-04Nonsignificant1.000.98Other00
594EPI.colonocyte.crypt_progenitor1.09e-04Nonsignificant1.000.44Other115265
595EPI.esophageal_suprabasal.proliferative_G2M1.06e-04Nonsignificant—0.00Other00
596HEP.acute_phase.proliferative9.09e-05Nonsignificant—0.00Other46
597EPI.ileal_goblet.baseline8.89e-05Nonsignificant0.850.46Other162
598EPI.skin_hair_follicle_companion.gap_junction_contractile8.56e-05Nonsignificant—0.00Other00
599NEU.INH_VIP.canonical_disinhibitory7.56e-05Nonsignificant0.610.97Other5938
600IPSC.midbrain_primed7.55e-05Nonsignificant1.001.01Other00
601EPI.colonic_tuft.homeostatic6.97e-05Nonsignificant—0.00Other00
602NEU.INH_LAMP5.rosehip6.25e-05Nonsignificant—1.16Other00
603EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo5.71e-05Nonsignificant—0.00Other00
604EPI.ileal_goblet.stress_metallothionein5.36e-05Nonsignificant—0.00Other411
605OLG.myelinating_mature5.23e-05Nonsignificant0.901.03Other36394
606EPI.colonocyte.junction_remodeling5.12e-05Nonsignificant1.000.53Other218305
607NEU.INH_VIP.develop_niche5.11e-05Nonsignificant—0.36Other00
608EPI.tracheal_basal.homeostatic_progenitor4.56e-05Nonsignificant0.990.32Other28574
609ASPC.signal_integrator4.45e-05Nonsignificant—0.00Other00
610NEU.EXC_CT.remodeling4.45e-05Nonsignificant—0.66Other231
611HEP.canalicular_transport.sterol_lipid_biosynthesis3.91e-05Nonsignificant—0.75Other1020
612IPSC.neuroendocrine_primed3.62e-05Nonsignificant—1.51Other00
613HEP.periportal_metabolic.stress_chaperone3.52e-05Nonsignificant—0.52Other66128
614NEU.INH_PVALB.fastspike3.25e-05Nonsignificant—0.00Other2422
615HEP.canalicular_transport.inflammatory2.62e-05Nonsignificant0.951.02Other1,335194
616NEU.INH_LAMP5.glial_interface2.34e-05Nonsignificant—0.13Other00
617DC.pDC.immature_metabolic2.10e-05Nonsignificant0.131.29Other78124
618NEU.INH_PVALB.chandelier2.10e-05Nonsignificant0.751.06Other1916
619NEU.INH_LAMP5.exc_inh_balance1.70e-05Nonsignificant—0.00Other462
620SKM.type_2_fast.oxidative_IIa1.38e-05Nonsignificant0.021.05Other94656
621HEP.canalicular_transport.injury_stress1.34e-05Nonsignificant0.950.97Other28924
622NEU.INH_LAMP5.projecting1.29e-05Nonsignificant—0.00Other00
623IPSC.canonical_pluripotent9.80e-06Nonsignificant1.000.98Other00
624NEU.INH_VIP.matrix9.06e-06Nonsignificant—0.04Other2477
625HEP.periportal_metabolic.apolipoprotein_secretory8.18e-06Nonsignificant0.751.18Other43110
626CM.osmoprotection7.13e-06Nonsignificant1.000.99Other3457
627HEP.periportal_metabolic.acute_phase_barrier6.93e-06Nonsignificant0.881.07Other533138
628CM.mechano_activated5.87e-06Nonsignificant1.001.02Other205134
629EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate5.51e-06Nonsignificant—0.00Other00
630OLG.regulatory_activated5.45e-06Nonsignificant0.731.09Other196614
631NEU.INH_VIP.cannabinoid4.83e-06Nonsignificant—0.00Other00
632MAC.alveolar.biosynthetic_sterol_heme4.68e-06Nonsignificant0.970.55Other34740
633NEU.INH_PVALB.nuclear_reg4.03e-06Nonsignificant0.750.85Other2512
634EPI.pancreatic_ductal_mucinous.proliferative_gastric_like3.55e-06Nonsignificant—0.13Other00
635MAC.alveolar.scavenging_endocytic3.43e-06Nonsignificant—0.00Other140283
636OLG.myelinating_stress3.39e-06Nonsignificant0.901.01Other23262
637HEP.periportal_metabolic.inflammatory_activated3.13e-06Nonsignificant1.000.98Other7121,610
638NEU.INH_VIP.opioid2.97e-06Nonsignificant—0.00Other509
639CM.sarcomere_actin_interface2.71e-06Nonsignificant1.000.96Other45078
640PLAT.megakaryocytic2.18e-06Nonsignificant—0.00Other00
641NEU.EXC_IT.transitional2.04e-06Nonsignificant0.521.15Other237142
642EPI.intrahepatic_cholangiocyte_transport.mucin_secretory1.85e-06Nonsignificant—0.00Other00
643DC.pDC.baseline1.78e-06Nonsignificant0.541.10Other88123
644B.germinal_center.LZ_memory_precursor1.57e-06Nonsignificant—1.47Other00
645NEU.EXC_CT.projector1.46e-06Nonsignificant0.660.93Other8726
646NEU.INH_VIP.excitatory_coupled1.41e-06Nonsignificant—0.00Other130
647HEP.canalicular_transport.pericentral_like_hypoxia1.36e-06Nonsignificant0.950.97Other3268
648B.germinal_center.LZ_selection8.10e-07Nonsignificant—0.58Other00
649CM.oxidative_phospho7.96e-07Nonsignificant1.000.96Other266792
650HEP.canalicular_transport.ductular_like_transition7.37e-07Nonsignificant0.950.95Other40087
651NEU.EXC_IT.callosal6.94e-07Nonsignificant0.841.00Other286119
652EPI.pancreatic_acinar.adhesion_remodeling6.92e-07Nonsignificant1.000.42Other210784
653EPI.pancreatic_acinar.metabolic_onecarbon5.92e-07Nonsignificant1.000.30Other287328
654DC.pDC.poised_migratory4.32e-07Nonsignificant0.541.03Other5495
655IPSC.axial_identity_primed3.88e-07Nonsignificant1.000.86Other00
656NEU.EXC_NTNG1.synaptic3.69e-07Nonsignificant—0.67Other00
657SKM.type_2_fast.glycolytic_IIx_IIb3.41e-07Nonsignificant0.840.92Other5651,482
658EPI.bile_duct_cholangiocyte.inflammatory_APC3.34e-07Nonsignificant—0.00Other20
659OLG.regulatory2.48e-07Nonsignificant0.990.86Other35373
660NEU.EXC_IT.neuromodulated2.35e-07Nonsignificant0.840.94Other176116
661CM.mito_proteostasis1.84e-07Nonsignificant1.000.96Other32929
662NEU.EXC_CT.Ca2_signaling1.57e-07Nonsignificant—0.00Other6817
663HEP.periportal_metabolic.xenobiotic_detox1.41e-07Nonsignificant1.000.76Other1,440139
664EPI.pancreatic_ductal_mucinous.remodeling_channel_rich1.19e-07Nonsignificant—0.00Other00
665NEU.INH_PVALB.serotonergic1.04e-07Nonsignificant—0.00Other00
666GRNLSA.angiocrine_mechanosensory9.49e-08Nonsignificant—0.00Other00
667HEP.periportal_metabolic.urea_onecarbon_secretory7.87e-08Nonsignificant1.000.74Other1,3323,053
668NEU.EXC_SYT2.nuclear_reg5.75e-08Nonsignificant—0.00Other00
669EPI.bile_duct_cholangiocyte.secretory_mucin4.64e-08Nonsignificant—0.07Other712
670OLG.vesicle_trafficking4.26e-08Nonsignificant0.990.86Other12410
671NEU.EXC_IT.adhesion2.35e-08Nonsignificant0.940.75Other252108
672B.germinal_center.DZ_S_phase2.17e-08Nonsignificant—0.00Other00
673B.germinal_center.LZ_survival1.94e-08Nonsignificant—0.00Other00
674HEP.acute_phase.hypoxia_lipid1.84e-08Nonsignificant—0.00Other00
675HEP.periportal_metabolic.canonical_urea_cycle1.69e-08Nonsignificant1.000.65Other1,464269
676NEU.EXC_IT.guidance1.66e-08Nonsignificant0.840.95Other27463
677OLG.reactive_repair1.55e-08Nonsignificant0.990.83Other385385
678HEP.canalicular_transport.baseline9.48e-09Nonsignificant0.950.71Other199477
679EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit4.22e-09Nonsignificant—0.00Other00
680IPSC.stromal_primed2.95e-09Nonsignificant1.000.61Other00
681CM.translation_boost_RPL1.62e-09Nonsignificant1.000.91Other1291
682NEU.EXC_CT.Ca2_sensor8.41e-10Nonsignificant—0.00Other00
683IPSC.proliferative5.28e-10Nonsignificant1.000.55Other00
684NEU.INH_PVALB.neuromodulatory4.42e-10Nonsignificant—0.00Other00
685B.germinal_center.DZ_M_phase2.82e-10Nonsignificant—0.00Other00
686CM.anti_inflammatory1.65e-10Nonsignificant1.000.88Other4241,503
687NEU.EXC_NTNG1.nuclear_reg8.31e-11Nonsignificant—0.00Other00
688CM.translation_boost_RPS1.63e-12Nonsignificant1.000.82Other6916

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

29 unique genes. Showing 1–29. 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)
IRF101-High0.705.06G1C1EC.arterial.inflammatory (L2), EPI.renal_principal_cell.activated_acute (L2), EPI.skin_interfollicular_spinous.early_differentiation (L2), FIB.hepatic_stellate_cell.inflammatory (L2), FIB.interstitial.immune_interact (L2), FIB.neurolectin_mucosa.inflammatory (L2), HEP.acute_phase.inflammatory (L2), PC.IgA_muocsal.plasmablast (L2)EC.arterial.inflammatory (Tier: specific)
NK.immature_bridge (Tier: specific)
EPI.renal_distal_tubule.ion_transport (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
EPI.renal_principal_cell.activated_acute (Tier: relevant)
EPI.renal_principal_cell.inflammatory (Tier: relevant)
25 cells — complete matches618847
MIR3936HG02-Medium0.667.66G1C2———302416
SLC22A502-Medium0.667.64G1C2—EC.capillary.angiocrine (Tier: specific)
T.CD4_transitional.tissue_enagement (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
13 cells — complete matches376507
P4HA202-Medium0.636.91G1C2——14 cells — complete matches213354
SLC22A402-Medium0.606.75G1C2—EC.venous.baseline (Tier: specific)
EC.venous.activated (Tier: relevant)
31 cells — complete matches289399
PDLIM402-Medium0.547.15G2C2EPI.salivary_intercalated_defense.inflammatory (L2)EC.capillary (Tier: specific)
EC.venous (Tier: specific)
EPI.renal_thick_ascending_limb (Tier: specific)
EC.arterial.metabolic (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
EC.venous.baseline (Tier: specific)
EPI.renal_thick_ascending_limb.cation_flux (Tier: specific)
T.CD4_transitional (Tier: relevant)
EC.venous.activated (Tier: relevant)
EPI.renal_thick_ascending_limb.barrier_repair (Tier: relevant)
T.CD4_transitional.tissue_enagement (Tier: relevant)
70 cells — complete matches171263
TH2LCRR02-Medium0.528.30G2C2—T.CD4_cytotoxic (Tier: specific)
T.CD4_cytotoxic.activated (Tier: relevant)
8 cells — complete matches00
ENSG0000029842602-Medium0.525.00G2C1———317607
ENSG0000027158102-Medium0.505.11G2C1———348596
MIR689102-Medium0.504.86G2C1———474812
ENSG0000028564702-Medium0.494.80G2C1———364611
ENSG0000028378202-Medium0.496.77G1C2———374500
ENSG0000029839602-Medium0.486.45G2C1———295527
HLA-B02-Medium0.484.31G2C1EC.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)T_cell (Tier: specific)
EC.capillary (Tier: specific)
EC.venous (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD4_naive (Tier: specific)
T.CD4_Tem (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_transitional (Tier: specific)
T.gamma_delta (Tier: specific)
EC.arterial.inflammatory (Tier: specific)
EC.arterial.metabolic (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
EC.venous.baseline (Tier: specific)
T.CD4_naive.mature_mitoprot (Tier: specific)
T.CD4_naive.neddylation (Tier: specific)
T.CD4_Tem.long_term_memory (Tier: specific)
T.CD8_Tcm.effector_bias (Tier: specific)
T.gamma_delta.central_memory (Tier: specific)
T.CD4_transitional (Tier: relevant)
EC.capillary.baseline (Tier: relevant)
EC.capillary.migratory (Tier: relevant)
EC.capillary.stress (Tier: relevant)
EC.venous.activated (Tier: relevant)
EPI.renal_thick_ascending_limb.barrier_repair (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_naive.proteostasis_mitoprot (Tier: relevant)
T.CD4_naive.survival (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD4_transitional.baseline (Tier: relevant)
T.CD4_Trm.helper_like (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
130 cells — complete matches493836
CARINH02-Medium0.486.08G1C2———411545
MIR393602-Medium0.476.66G2C2———00
RAD5002-Medium0.477.97G1C2——T.CD4_Tcm.secretory (L2), T.CD4_cytotoxic.terminal_effector (L2)197287
LINC0257102-Medium0.466.33G2C1———01
ENSG0000029328102-Medium0.455.01G2C1———1620
DHFRP202-Medium0.444.72G2C1———1620
ENSG0000029845702-Medium0.445.43G2C1———51155
ENSG0000027250102-Medium0.445.32G2C1———151319
LINC0286302-Medium0.445.45G1C2———360492
HCG2702-Medium0.445.25G2C1—T.CD4_Tem.long_term_memory (Tier: specific)
T.CD4_Tcm.effector_like (Tier: relevant)
T.CD4_Tcm.Th2_like (Tier: relevant)
37 cells — complete matches119287
ACSL602-Medium0.433.75G2C2—T.CD4_Tcm (Tier: specific)
T.CD4_Tem (Tier: specific)
T.CD8_Tcm (Tier: specific)
T.CD4_naive.mature_mitoprot (Tier: specific)
T.CD4_naive.neddylation (Tier: specific)
T.CD4_Tem.long_term_memory (Tier: specific)
T.CD8_Tcm.effector_bias (Tier: specific)
T.CD4_Tcm.effector_like (Tier: relevant)
T.CD4_Tcm.imprinted_splicing (Tier: relevant)
T.CD4_Tcm.retro_ZNF117 (Tier: relevant)
T.CD4_Tcm.stress (Tier: relevant)
T.CD4_Tcm.Th2_like (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD4_transitional.baseline (Tier: relevant)
T.CD4_transitional.tissue_enagement (Tier: relevant)
T.CD8_Tcm.helper_like (Tier: relevant)
T.MAIT.vesicle (Tier: relevant)
59 cells — complete matches52
ENSG0000028193802-Medium0.423.63G2C2———52
ENSG0000029817002-Medium0.424.97G1C2———353447
CSF202-Medium0.323.62G2C2—T_cell (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD8_Tcm (Tier: specific)
NK.immature_bridge (Tier: specific)
T.CD4_transitional (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_Tcm.effector_like (Tier: relevant)
T.CD4_Tcm.retro_ZNF117 (Tier: relevant)
T.CD4_transitional.baseline (Tier: relevant)
T.CD4_transitional.tissue_enagement (Tier: relevant)
T.CD4_Trm.helper_like (Tier: relevant)
T.CD8_Tcm.helper_like (Tier: relevant)
T.MAIT.MAPK_brake (Tier: relevant)
54 cells — complete matches1134
IL302-Medium0.292.55G2C2—NK.immature_bridge (Tier: specific)
T.CD4_Tcm.effector_like (Tier: relevant)
T.CD4_Tcm.Th2_like (Tier: relevant)
12 cells — complete matches929

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.