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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.

FING00000068 · All tissues

Allergic 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)
1natural_killer_cell66.96Significant3.28e-321.19Specific1,2042,052
2T_cell47.42Significant3.30e-491.34Specific470959
3cardiomyocyte8.02Significant1.000.98Relevant5332,045
4innate_lymphoid_cell_27.47Significant1.000.86Relevant38
5thymocyte5.62Significant1.000.92Other168512
6skeletal_muscle_cell2.76Nonsignificant1.000.89Other9442,600
7plasma_cell1.25Nonsignificant1.000.80Other1724
8astrocyte0.60Nonsignificant1.000.73Other2561,203
9granulocyte0.60Nonsignificant1.000.79Other56
10B_cell0.39Nonsignificant1.000.70Other356694
11induced_pluripotent_stem_cell0.33Nonsignificant1.000.67Other00
12epithelial_cell0.30Nonsignificant1.000.66Other2447
13haematopoietic_progenitor_cell0.23Nonsignificant1.000.63Other262502
14oligodendrocyte_precursor_cell0.19Nonsignificant1.000.60Other4611,454
15dendritic_cell0.09Nonsignificant1.000.58Other496724
16muscle_stem_cell0.06Nonsignificant1.000.54Other727
17macrophage0.05Nonsignificant1.000.54Other8131,732
18granulosa_cell0.04Nonsignificant1.000.51Other293670
19chondrocyte0.04Nonsignificant1.000.51Other5481,069
20smooth_muscle_cell0.04Nonsignificant1.000.49Other27139
21mesothelial_cell0.03Nonsignificant1.000.51Other636
22fibroblast0.02Nonsignificant1.000.50Other184826
23adipocyte0.02Nonsignificant1.000.45Other33111
24endothelial_cell0.02Nonsignificant1.000.44Other373974
25neuron0.02Nonsignificant1.000.50Other3301,328
26adipose_stem_and_progenitor_cell7.47e-03Nonsignificant1.000.40Other327954
27pericyte5.16e-03Nonsignificant1.000.41Other128517
28hepatocyte3.37e-03Nonsignificant1.000.37Other1,5153,822
29melanocyte2.91e-03Nonsignificant1.000.35Other97309
30microglia2.69e-03Nonsignificant1.000.39Other61129
31schwann_cell2.37e-03Nonsignificant1.000.38Other1057
32monocyte2.16e-03Nonsignificant1.000.42Other2,1763,871
33oligodendrocyte1.61e-03Nonsignificant1.000.34Other3851,507
34platelet5.04e-05Nonsignificant—0.00Other85104

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1T.CD4_cytotoxic87.60Significant2.00e-142.61Specific8551,493
2T.CD8_Tem81.70Significant1.60e-492.99Specific1,0831,857
3T.gamma_delta72.48Significant1.28e-172.56Specific5881,078
4NK.natural_killer_cell66.96Significant——Specific1,2042,045
5T.CD4_Treg63.34Significant2.47e-072.08Specific244511
6T.CD8_Tcm60.55Significant2.40e-072.03Specific460926
7T.CD4_Th1759.86Significant1.47e-062.10Specific421794
8T.CD4_Tem56.59Significant1.38e-041.67Specific365697
9T.CD8_transitional56.59Significant3.78e-071.68Specific497932
10T.CD4_Tcm54.03Significant4.26e-131.87Specific494988
11T.MAIT51.68Significant7.73e-051.74Specific469855
12T.CD4_transitional40.68Significant1.000.67Relevant48110
13T.CD8_Trm35.65Significant1.000.19Relevant211346
14T.CD4_Tfh33.80Significant1.000.53—4745
15T.CD4_naive33.31Significant1.000.26Specific399866
16T.CD4_Trm30.44Significant1.000.07Relevant176363
17T.CD8_naive27.83Significant1.000.14Relevant317708
18T.CD4_Th214.71Significant—0.00Relevant12
19CM.cardiomyocyte8.02Significant——Relevant5242,032
20ILC2.innate_lymphoid_cell_27.47Significant———20
21THYMO.thymocyte5.62Significant——Other163495
22SKM.type_1_slow4.31Nominal1.64e-413.36Other9232,478
23PC.IgG_systemic2.20Nonsignificant4.25e-031.56Other4160
24EPI.cervical_suprabasal2.05Nonsignificant—1.88Other1450
25SKM.type_2_fast1.61Nonsignificant1.000.00Other9722,639
26EPI.skin_sebaceous_duct_luminal1.31Nonsignificant0.171.40Other100249
27PC.IgA_muocsal1.12Nonsignificant1.000.32Other1831
28EPI.skin_interfollicular_spinous1.10Nonsignificant0.051.36Other260563
29DC.mig1.01Nonsignificant—2.14Other89156
30GRANU.MAST0.93Nonsignificant9.43e-041.77Other56
31EPI.salivary_serous_acinar0.84Nonsignificant9.68e-091.43Other233531
32EPI.renal_distal_tubule0.80Nonsignificant1.001.15Other133361
33EPI.renal_principal_cell0.65Nonsignificant0.671.19Other207403
34MAC.microglia_like0.64Nonsignificant0.351.24Other124179
35ASTRO.astrocyte0.60Nonsignificant——Other2281,111
36EPI.renal_thick_ascending_limb0.54Nonsignificant1.001.08Other4531,153
37EPI.skin_keratinocyte_progenitor0.47Nonsignificant—0.91Other03
38B.naive0.45Nonsignificant1.29e-031.29Other307595
39EPI.alveolar_type_20.45Nonsignificant1.001.08Other8131,853
40B.age_associated0.43Nonsignificant0.501.16Other207350
41EPI.skin_sweat_duct_keratinocyte0.39Nonsignificant1.000.97Other146301
42EPI.tracheal_submucosal_gland0.35Nonsignificant—0.45Other00
43IPSC.induced_pluripotent_stem_cell0.33Nonsignificant——Other00
44B.memory0.32Nonsignificant1.000.74Other442882
45EPI.renal_immature_ureteric_bud0.29Nonsignificant1.000.90Other217569
46FIB.suburothelial0.28Nonsignificant0.031.23Other122432
47EPI.pancreatic_ductal_bicarbonate0.28Nonsignificant1.000.86Other131548
48EPI.thymic_medullary0.27Nonsignificant1.000.90Other26133
49EPI.ileal_bile_transport0.27Nonsignificant1.001.09Other6193
50FIB.skin_sheath0.26Nonsignificant0.341.22Other49118
51EPI.colonic_tuft0.25Nonsignificant—0.46Other724
52EPI.colonic_enteroendocrine0.24Nonsignificant—0.18Other11
53HPC.haematopoietic_progenitor_cell0.23Nonsignificant——Other211370
54B.germinal_center0.22Nonsignificant1.000.69Other233655
55EPI.pancreatic_acinar0.21Nonsignificant1.000.74Other4291,475
56OPC.oligodendrocyte_precursor_cell0.19Nonsignificant——Other4131,269
57EPI.pancreatic_islet0.18Nonsignificant1.000.69Other52132
58EPI.pancreatic_ductal_perivascular0.15Nonsignificant1.000.63Other430
59EPI.ectocervical_granular0.15Nonsignificant—6.49e-03Other1123
60EPI.renal_intercalated_cell_type_A0.14Nonsignificant1.000.62Other67142
61EPI.salivary_myoepithelial0.14Nonsignificant1.000.57Other191714
62DC.cDC10.12Nonsignificant1.001.04Other55112
63EPI.hepatic_ductular_cholangiocyte0.12Nonsignificant1.000.58Other83243
64FIB.perivascular_interface0.11Nonsignificant0.771.10Other00
65MAC.resident_repair0.11Nonsignificant0.541.07Other7961,426
66FIB.skin_neurosecretory0.11Nonsignificant—1.39Other00
67EPI.esophageal_basal0.10Nonsignificant1.000.64Other410
68EPI.intrahepatic_cholangiocyte_transport0.10Nonsignificant—0.00Other1242
69EPI.endocervical_secretory0.10Nonsignificant—0.00Other00
70MAC.resident_cardiac0.09Nonsignificant0.111.15Other4851,074
71EPI.skin_keratinocyte_proliferating0.09Nonsignificant1.000.65Other4776
72MAC.resident_iron0.08Nonsignificant1.000.98Other1621
73EPI.gastric_foveolar0.08Nonsignificant—0.00Other00
74EPI.ileal_enterocyte_absorptive0.08Nonsignificant1.000.65Other118338
75EPI.ileal_enterocyte_crypt0.08Nonsignificant1.000.53Other67113
76NEU.INH_LAMP50.08Nonsignificant0.191.14Other263532
77EPI.skin_keratinocyte_basal0.08Nonsignificant—0.00Other1326
78EC.liver_sinusoidal0.07Nonsignificant0.301.09Other1,0831,925
79FIB.neurolectin_mucosa0.07Nonsignificant0.801.04Other133394
80DC.cDC20.07Nonsignificant1.000.88Other1,1891,793
81EPI.intrahepatic_cholangiocyte_defense0.07Nonsignificant—0.00Other813
82EPI.skin_appendage_keratinocyte0.06Nonsignificant1.000.44Other87222
83MUSC.muscle_stem_cell0.06Nonsignificant——Other418
84FIB.skin_papillary0.06Nonsignificant—1.16Other00
85EPI.esophageal_suprabasal0.06Nonsignificant1.000.40Other158404
86NEU.INH_VIP0.05Nonsignificant0.051.16Other241366
87FIB.transitioning0.05Nonsignificant0.951.00Other172497
88EPI.lung_club_secretory0.05Nonsignificant1.000.68Other514
89GRNLSA.granulosa_cell0.04Nonsignificant——Other2570
90EPI.pancreatic_ductal_mucinous0.04Nonsignificant1.000.36Other219430
91EPI.alveolar_type_10.04Nonsignificant1.000.44Other26101
92CHOND.chondrocyte0.04Nonsignificant——Other519730
93FIB.skin_tenogenic0.04Nonsignificant—0.98Other108227
94EPI.renal_proximal_tubule0.04Nonsignificant1.000.47Other525806
95EC.lymphatic0.04Nonsignificant0.241.13Other630998
96SMC.smooth_muscle_cell0.04Nonsignificant——Other20101
97MESO.mesothelial_cell0.03Nonsignificant——Other218
98EPI.thymic_cortical0.03Nonsignificant0.331.34Other442824
99EPI.pancreatic_ductal_progenitor0.03Nonsignificant1.000.36Other234873
100EPI.renal_intercalated_cell_type_B0.03Nonsignificant—0.00Other67
101FIB.barrier_purinergic0.03Nonsignificant—0.77Other13
102EC.arterial0.03Nonsignificant0.021.10Other356885
103FIB.reticular0.03Nonsignificant0.950.94Other1987
104EPI.skin_hair_follicle_bulge0.02Nonsignificant1.000.95Other51178
105EC.venous0.02Nonsignificant1.000.96Other5161,387
106EPI.skin_hair_follicle_companion0.02Nonsignificant—0.00Other812
107ADIPO.adipocyte0.02Nonsignificant——Other2062
108EPI.salivary_intercalated_defense0.02Nonsignificant1.000.81Other81161
109EPI.extrahepatic_cholangiocyte0.02Nonsignificant—0.00Other3771
110EPI.tracheal_basal0.02Nonsignificant1.000.30Other3981,120
111HEP.pericentral_lipoprotein0.02Nonsignificant—1.70Other00
112NEU.INH_PVALB0.02Nonsignificant0.850.96Other193183
113GRANU.neutrophil0.01Nonsignificant1.000.00Other1,2352,649
114FIB.interstitial0.01Nonsignificant1.000.89Other288940
115FIB.lung_alveolar0.01Nonsignificant—0.55Other615
116FIB.hepatic_stellate_cell0.01Nonsignificant—0.63Other64252
117EPI.skin_follicular_keratinizing0.01Nonsignificant1.000.22Other3081
118EPI.tracheal_suprabasal9.80e-03Nonsignificant1.000.22Other2956
119MAC.MDM9.75e-03Nonsignificant1.000.76Other623986
120MAC.kupffer8.25e-03Nonsignificant1.000.72Other189530
121EPI.salivary_duct_ion_transport8.15e-03Nonsignificant1.000.24Other511
122EPI.salivary_duct_excretory7.90e-03Nonsignificant1.000.18Other85180
123ASPC.adipose_stem_and_progenitor_cell7.47e-03Nonsignificant——Other324930
124NEU.EXC_SYT27.04e-03Nonsignificant—0.00Other4077
125EPI.colonocyte7.03e-03Nonsignificant1.000.17Other294815
126EPI.ileal_goblet6.51e-03Nonsignificant1.000.60Other181432
127EC.capillary6.37e-03Nonsignificant1.000.80Other5141,635
128EPI.lung_multiciliated6.09e-03Nonsignificant1.000.45Other1649
129FIB.barrier_secretory5.73e-03Nonsignificant0.950.91Other81228
130MAC.LAM5.28e-03Nonsignificant1.000.64Other9142,064
131PERI.pericyte5.16e-03Nonsignificant——Other1170
132EPI.bile_duct_cholangiocyte4.79e-03Nonsignificant1.000.17Other3760
133HEP.canalicular_transport4.71e-03Nonsignificant0.081.06Other1,2903,434
134HEP.periportal_metabolic3.67e-03Nonsignificant1.11e-051.14Other1,7504,427
135MEL.melanocyte2.91e-03Nonsignificant——Other79242
136MG.microglia2.69e-03Nonsignificant——Other490
137MONO.CD162.38e-03Nonsignificant0.841.02Other1,3041,835
138SCHWN.schwann_cell2.37e-03Nonsignificant——Other733
139MONO.CD142.11e-03Nonsignificant0.940.98Other2,2944,139
140NEU.EXC_IT1.79e-03Nonsignificant1.65e-031.20Other411192
141OLG.oligodendrocyte1.61e-03Nonsignificant——Other3841,397
142FIB.adventitial1.04e-03Nonsignificant1.000.59Other2681,447
143EC.heart_remodeling9.74e-04Nonsignificant1.000.52Other5691,594
144HEP.acute_phase8.50e-04Nonsignificant1.000.75Other1,4413,641
145MAC.proliferating6.58e-04Nonsignificant1.000.48Other87253
146FIB.tracheal_subepithelial6.09e-04Nonsignificant—0.12Other00
147DC.pDC1.53e-04Nonsignificant1.000.40Other4961,028
148MAC.alveolar1.17e-04Nonsignificant1.000.45Other1,4323,122
149PLAT.platelet5.04e-05Nonsignificant—0.00Other3853
150NEU.EXC_CT1.67e-05Nonsignificant1.000.23Other362384
151NEU.EXC_NTNG11.26e-05Nonsignificant—0.00Other00
152EPI.salivary_mucous_acinar6.46e-06Nonsignificant1.000.02Other6391,189

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1NK.adaptive_axis_baseline92.28Significant1.39e-082.67—1,008153
2T.CD4_cytotoxic.terminal_effector91.91Significant0.321.46—28621
3T.CD8_Tem.motility_primed90.85Significant0.141.67—2694
4T.CD4_cytotoxic.precursor89.16Significant0.241.72—15667
5T.CD4_cytotoxic.NK_adapted88.04Significant0.930.88—8233
6T.gamma_delta.central_memory86.79Significant0.011.86Specific460919
7T.CD8_Tem.signaling_turnover86.05Significant0.141.77Relevant425683
8T.CD8_Tem.stress_adapted84.15Significant0.730.91—607520
9NK.adaptive_HLAE_tuned83.91Significant2.08e-052.23—1,124189
10T.CD4_cytotoxic.baseline83.63Significant0.930.60—00
11NK.adaptive_biosynthetic_primed83.48Significant0.311.39Relevant244405
12NK.adaptive_classII_inhibitory83.13Significant6.16e-062.44—880154
13T.CD8_Tem.early_helper_like80.41Significant0.730.91Specific445755
14T.CD4_Treg.central_naive_like80.34Significant0.011.90—33345
15T.CD8_Tem.TEMRA79.50Significant0.511.21—9201,088
16NK.adaptive_terminal_cytotoxic77.66Significant0.261.39Relevant485802
17T.CD4_cytotoxic.activated77.48Significant0.930.36Relevant31
18T.CD8_Tem.baseline77.43Significant0.950.51—458356
19NK.adaptive_adipose_stress74.95Significant0.111.65—37439
20NK.adaptive_immature_precursor74.07Significant0.181.52—358111
21T.CD4_Treg.Tr1_like73.64Significant—0.40—88
22T.CD8_Tcm.effector_bias70.65Significant6.03e-032.28Specific199329
23T.CD4_Th17.cytotoxic70.34Significant4.56e-032.07—332123
24T.gamma_delta.early_effector68.15Significant0.661.04—890
25NK.cytokine_quiescent67.81Significant1.000.92Relevant6231,062
26NK.cytokine_repair_primed64.85Significant1.000.87—26611
27NK.cytokine_biosynthetic_primed63.95Significant1.000.80—36021
28T.CD8_Tcm.gut_homing63.14Significant0.331.46—380112
29T.MAIT.cytotoxic62.97Significant0.451.60—5215
30NK.cytokine_vascular_patrolling62.82Significant1.000.85—86394
31T.gamma_delta.cytotoxic_effector62.35Significant0.990.35—349109
32NK.cytokine_axis_baseline62.24Significant1.000.81—1,172116
33T.CD4_Treg.APC_interactive61.85Significant0.970.77—11828
34T.CD8_transitional.Trm_primed61.42Significant0.111.50—10815
35T.CD4_Tcm.secretory61.39Significant0.431.44—2011
36T.CD4_Tcm.effector_like61.30Significant0.051.98Relevant293533
37T.CD4_Tem.long_term_memory60.98Significant0.111.64Relevant314587
38T.CD8_Tcm.helper_like59.48Significant0.980.64Relevant81159
39NK.cytokine_tissue_activation59.31Significant1.000.61Relevant267450
40T.CD8_transitional.early59.24Significant0.680.99—32755
41T.CD8_transitional.effector_primed59.18Significant7.30e-041.93—435151
42T.CD8_Tcm.NK_like59.10Significant0.890.93Relevant334581
43T.CD4_Tcm.Tfh_like58.94Significant0.261.60Relevant102214
44T.CD4_Th17.baseline58.40Significant0.880.73—515
45T.CD4_Tcm.RNA_control58.28Significant0.431.38—964
46T.CD4_Tcm.tissue_homing58.15Significant0.261.61—7846
47T.CD4_Tem.cytotoxic_effector57.87Significant0.880.88Relevant225398
48T.MAIT.stress56.71Significant—0.30—00
49T.CD4_Tcm.synapse_dynamics55.81Significant0.921.10—1510
50T.CD4_Tem.transitional_CM54.10Significant0.880.60—3120
51T.CD4_Tcm.retro_ZNF11753.81Significant0.920.89Relevant59
52T.CD4_Tcm.APC_mimicry52.80Significant0.920.83—5443
53T.MAIT.quiescent52.76Significant0.810.96—1005
54T.CD4_Tem.inflammatory52.59Significant0.880.71—286
55T.CD4_Tcm.baseline52.16Significant0.920.92—6131
56T.CD4_Th17.migratory51.80Significant0.880.54Relevant1323
57T.MAIT.early_activation51.54Significant0.451.43—574
58T.MAIT.MAPK_brake51.50Significant0.810.93Relevant4466
59T.CD8_Tcm.baseline51.39Significant0.980.27—9089
60T.CD4_Tcm.DC_interact51.30Significant0.920.75—7232
61T.MAIT.vesicle50.76Significant0.850.74Relevant3765
62T.CD4_Tcm.crosstalk_myeloid49.28Significant0.920.71—54
63T.CD8_transitional.APC_like49.22Significant1.000.34—20562
64T.CD8_naive.mito_proteostasis48.68Significant8.07e-072.91—428100
65T.CD4_Tcm.migratory_cilium48.54Significant0.920.48—510
66T.CD4_Tcm.stress47.69Significant0.920.65Relevant511
67T.CD4_Tfh.effector_migratory47.64Significant0.301.45—12257
68T.CD4_Tcm.Th2_like46.85Significant0.920.69Relevant2355
69T.CD4_naive.Treg_like46.54Significant3.11e-032.56—12172
70T.CD4_Tcm.regulatory_poised45.51Significant0.920.47—23
71T.CD4_Tcm.imprinted_splicing44.97Significant0.920.54Relevant617
72T.CD4_transitional.baseline44.10Significant0.361.32Relevant5997
73T.MAIT.migratory41.49Significant0.940.39—101
74T.CD4_transitional.primed_helper_effector41.32Significant0.071.69Relevant1943
75T.CD4_transitional.primed_cytotoxic40.42Significant0.900.86—2830
76T.CD8_Trm.cytotoxic40.07Significant0.521.35—16585
77T.CD4_naive.purinergic38.39Significant0.181.66—491
78T.CD4_Tfh.precursor_migratory38.03Significant0.621.15—7227
79T.CD8_Trm.inflammatory37.70Significant0.521.26Relevant124176
80NK.cytokine_tissue_resident37.43Significant1.000.18—7482
81NK.cytokine_lung_immediate_early36.31Significant1.000.15—424274
82T.CD4_transitional.APC_interacting36.28Significant0.900.75—1014
83T.CD4_naive.homeostatic35.82Significant0.091.55—215108
84T.CD4_naive.survival_mitoprot34.99Significant0.441.41—137
85T.CD4_Trm.cytotoxic_effector34.44Significant0.221.61—11877
86T.CD4_naive.mature_mitoprot34.30Significant0.441.25Relevant212476
87T.CD4_naive.neddylation34.17Significant1.000.97Relevant104222
88T.CD4_naive.survival_neddylation33.88Significant1.000.77Relevant2638
89T.CD4_naive.neddylation_mitoprot33.72Significant1.000.92—9356
90T.CD4_naive.survival33.32Significant0.511.29Relevant1217
91T.CD8_Trm.homeostatic33.08Significant0.860.68—425
92T.CD4_naive.resist_bystander32.37Significant1.000.78—4025
93T.CD8_Trm.muscosal_Tc1732.35Significant0.860.87Relevant1938
94T.CD4_naive.mature32.30Significant1.000.75—211100
95T.CD4_Treg.tissue_effector31.16Significant0.970.37—1613
96T.CD8_transitional.stress30.33Significant—0.00—2434
97T.CD4_Trm.central_like29.95Significant0.721.16—3831
98T.CD4_Trm.baseline29.53Significant0.721.00—3121
99T.CD4_Trm.helper_like29.36Significant0.720.98Relevant84147
100T.CD4_Trm.stress_adaptive29.20Significant0.750.74—822
101T.CD4_Trm.metal_stress28.66Significant0.721.08Relevant3458
102T.CD8_naive.vesicle_secretory28.57Significant0.841.05—420
103T.CD8_naive.baseline27.91Significant0.841.20—1422
104T.CD8_Trm.dendritic_recruiter27.80Significant0.860.59Relevant4785
105T.CD8_naive.cytokine_dampened27.05Significant0.840.91—714
106T.CD8_naive.innate_like26.92Significant0.840.92—101
107T.CD8_naive.effector_transition26.36Significant0.840.75Relevant3562
108T.CD4_transitional.tissue_enagement26.35Significant0.900.55Relevant511
109T.CD4_Tfh.suppression_exhaustion26.24Significant1.000.47—02
110T.CD4_Trm.activated26.23Significant0.750.83—3226
111T.CD8_naive.nfkb_related25.61Significant0.841.04—10
112T.CD4_naive.proteostasis25.33Significant1.000.15—149
113T.CD4_naive.proteostasis_mitoprot25.23Significant1.000.28Relevant1537
114T.CD8_naive.lipid_synthesis24.89Significant0.840.75—64
115T.CD8_naive.splicing_enriched24.44Significant0.980.41—12016
116T.CD4_naive.gut_prone22.62Significant1.000.19—3570
117NK.immature_bridge21.28Significant1.008.26e-03—117122
118T.CD4_Th2.precursor21.02Significant—0.48Relevant00
119T.CD4_naive.activated_stress16.74Significant1.000.07—339429
120CM.inflammatory14.85Significant—2.01—00
121T.CD4_Tfh.canonical_GC_helper12.06Significant1.000.00—12
122CM.translation_boost_RPS9.34Significant0.431.62—6916
123THYMO.SP_CD8_naive8.94Significant3.16e-112.20Specific297177
124THYMO.CD8aa_IELp8.91Significant—0.80Relevant17
125CM.translation_boost_RPL8.81Significant0.821.06—1291
126CM.oxidative_phospho8.76Significant0.671.26Relevant266792
127ILC2.activated8.68Significant—0.00—00
128ILC2.quiescent8.65Significant—0.00—00
129CM.baseline8.41Significant0.431.31—3930
130CM.mito_proteostasis8.33Significant0.821.05—32929
131CM.anti_inflammatory8.00Significant0.900.81Relevant4241,503
132CM.sarcomere_actin_interface7.65Significant0.900.93—45078
133CM.osmoprotection7.57Significant0.900.82Relevant3457
134THYMO.SP_CD8_naive_stress7.22Significant1.001.09Relevant11
135CM.mechano_activated5.94Significant1.000.37—205134
136THYMO.DP_early5.71Significant1.000.97Relevant326313
137EPI.skin_interfollicular_spinous.upper_lipid5.45Nominal—1.45Other66
138T.CD4_Th2.tissue_adapted5.15Nominal—0.00Other00
139ILC2.migratory4.89Nominal—6.94e-17Other00
140SKM.type_1_slow.oxidative4.73Nominal0.022.09Other802251
141SKM.type_1_slow.contractile4.59Nominal0.101.63Other5968
142THYMO.SP_CD4_naive3.73Nominal1.000.53Other6575
143THYMO.DP_early_stress3.65Nominal—0.00Other00
144PC.IgG_systemic.interacting3.47Nominal0.091.62Other00
145PC.IgG_systemic.stress3.41Nominal—0.74Other15
146SKM.type_1_slow.glycolytic3.11Nominal1.000.00Other362647
147EPI.cervical_suprabasal.secretory_vesicle2.55Nonsignificant—0.00Other00
148PC.IgG_systemic.metabolic1.98Nonsignificant0.750.89Other4663
149EPI.skin_sebaceous_duct_luminal.detox_repair1.90Nonsignificant4.69e-042.34Other13794
150EPI.renal_thick_ascending_limb.salt_sensing1.89Nonsignificant9.01e-041.78Other73103
151THYMO.proliferative_S1.85Nonsignificant1.000.27Other163418
152SKM.type_2_fast.oxidative_IIa1.73Nonsignificant2.63e-032.23Other94656
153EPI.renal_distal_tubule.immune_modulatory1.68Nonsignificant—1.34Other00
154EPI.cervical_suprabasal.inflammatory_repair1.54Nonsignificant—0.00Other00
155PC.IgA_muocsal.activated1.53Nonsignificant1.78e-031.55Other178
156SKM.type_2_fast.glycolytic_IIx_IIb1.41Nonsignificant1.000.00Other5651,482
157THYMO.proliferative_G2M1.39Nonsignificant—0.00Other164413
158EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro1.38Nonsignificant—0.00Other00
159PC.IgG_systemic.secretory1.25Nonsignificant0.750.78Other00
160EPI.skin_interfollicular_spinous.stress_UPR1.21Nonsignificant—0.71Other00
161IPSC.mesendo_primed1.19Nonsignificant2.68e-191.53Other00
162PC.IgA_muocsal.migratory1.19Nonsignificant0.691.08Other41
163B.naive.activated1.18Nonsignificant3.34e-031.57Other77127
164MAC.microglia_like.inflammatory_chemokine1.18Nonsignificant—0.61Other2032
165GRANU.MAST.activated_acute1.17Nonsignificant—0.80Other00
166EPI.renal_distal_tubule.ion_transport1.16Nonsignificant—0.53Other00
167EPI.skin_interfollicular_spinous.baseline1.10Nonsignificant1.001.10Other353
168ASTRO.A1_reactive1.04Nonsignificant0.021.61Other433394
169EPI.skin_interfollicular_spinous.inflammatory1.04Nonsignificant—0.29Other00
170DC.mig.baseline1.01Nonsignificant—0.00Other10
171ASTRO.neuromodulatory0.98Nonsignificant0.041.57Other34172
172PC.IgA_muocsal.plasmablast0.92Nonsignificant0.760.96Other54
173EPI.salivary_serous_acinar.secretory_active0.91Nonsignificant3.61e-092.34Other24269
174EPI.pancreatic_islet.delta0.91Nonsignificant—1.64Other00
175EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic0.91Nonsignificant—1.52Other00
176GRANU.MAST.resting_granule0.90Nonsignificant—0.00Other00
177EPI.renal_principal_cell.intercalated_like0.90Nonsignificant0.331.59Other6366
178GRANU.MAST.activated_repair0.86Nonsignificant—0.00Other01
179ASTRO.stress_acute0.83Nonsignificant0.171.41Other6056
180EPI.skin_sebaceous_duct_luminal.ECM_remodelling0.83Nonsignificant0.980.12Other29
181EPI.skin_interfollicular_spinous.early_differentiation0.78Nonsignificant1.000.67Other8919
182EPI.alveolar_type_2.baseline_surfactant0.77Nonsignificant0.011.85Other649
183EPI.pancreatic_ductal_bicarbonate.repair_actin_junction0.77Nonsignificant—0.57Other00
184EPI.renal_principal_cell.canonical_vasopressin0.76Nonsignificant0.781.28Other20
185EPI.pancreatic_ductal_bicarbonate.stress0.76Nonsignificant—1.48Other1233
186B.memory.activated0.71Nonsignificant6.63e-041.61Other10529
187EPI.salivary_myoepithelial.contractile_repair0.65Nonsignificant—1.01Other39
188EPI.pancreatic_acinar.stress0.65Nonsignificant9.30e-052.05Other2828
189EPI.renal_principal_cell.inflammatory0.63Nonsignificant0.870.96Other74157
190EPI.colonic_enteroendocrine.progenitor0.62Nonsignificant—0.97Other00
191THYMO.SP_CD8_transitional0.61Nonsignificant1.000.21Other3275
192PC.IgA_muocsal.baseline0.60Nonsignificant1.000.26Other35
193B.age_associated.naive_transitional0.58Nonsignificant—0.81Other00
194EPI.renal_thick_ascending_limb.cation_flux0.56Nonsignificant1.001.08Other5795
195EPI.renal_principal_cell.injury_repair0.55Nonsignificant0.870.59Other269
196EPI.alveolar_type_2.injury_primed0.54Nonsignificant0.011.66Other434245
197ASTRO.immature_lipid0.51Nonsignificant0.990.99Other23113
198B.age_associated.activated0.50Nonsignificant—0.31Other1822
199EPI.skin_keratinocyte_progenitor.activated_stress0.49Nonsignificant—0.38Other00
200B.naive.purinergic0.48Nonsignificant0.651.13Other384820
201ASTRO.hypoxia_angiogenic0.47Nonsignificant0.941.14Other518
202EPI.renal_distal_tubule.stress0.46Nonsignificant—0.00Other00
203THYMO.DN_preTCR0.46Nonsignificant1.000.05Other4171
204EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal0.45Nonsignificant—0.27Other00
205EPI.tracheal_submucosal_gland.acinar_serous0.44Nonsignificant—0.42Other00
206ASTRO.stress_mito0.44Nonsignificant1.000.84Other47110
207B.naive.baseline0.44Nonsignificant1.000.86Other1013
208EPI.renal_principal_cell.activated_acute0.43Nonsignificant0.870.48Other2959
209FIB.skin_sheath.stress_chaperone0.43Nonsignificant—0.80Other00
210IPSC.axial_identity_primed0.43Nonsignificant0.671.08Other00
211EPI.skin_keratinocyte_progenitor.quiescent_stem_like0.41Nonsignificant—0.00Other00
212B.naive.proteostasis0.41Nonsignificant1.000.90Other4969
213ASTRO.synaptic_interaction0.41Nonsignificant1.000.71Other76334
214EPI.skin_sweat_duct_keratinocyte.signal_gate0.40Nonsignificant—0.16Other4326
215EPI.skin_sweat_duct_keratinocyte.repair0.38Nonsignificant—0.19Other00
216B.naive.restrained0.38Nonsignificant1.000.87Other183353
217FIB.suburothelial.urothelial_interface0.38Nonsignificant5.06e-042.73Other98
218B.memory.preactivated0.38Nonsignificant0.711.13Other173174
219EPI.hepatic_ductular_cholangiocyte.stress0.37Nonsignificant—1.86Other00
220B.naive.receptor_recycle0.36Nonsignificant1.000.74Other510
221IPSC.stromal_primed0.35Nonsignificant1.001.03Other00
222EPI.renal_thick_ascending_limb.remodeling0.35Nonsignificant1.000.60Other15292
223EPI.renal_thick_ascending_limb.canonical_salt_transporter0.34Nonsignificant1.000.69Other322317
224B.naive.remodeling0.34Nonsignificant1.000.66Other135230
225HPC.GMP_inflammatory0.34Nonsignificant0.351.23Other2010
226EPI.skin_sebaceous_duct_luminal.immune_interface0.34Nonsignificant—0.00Other00
227EPI.colonic_tuft.homeostatic0.34Nonsignificant—0.73Other00
228EPI.skin_sweat_duct_keratinocyte.barrier0.33Nonsignificant—0.12Other00
229EPI.renal_distal_tubule.repair0.33Nonsignificant—0.00Other34102
230EPI.ectocervical_granular.secretory_apocrine0.33Nonsignificant—1.15Other00
231OPC.premyelinating0.32Nonsignificant0.021.45Other18512
232HPC.MPP_IEG0.32Nonsignificant0.271.38Other4546
233B.memory.migratory0.32Nonsignificant0.900.99Other123208
234EPI.thymic_medullary.stress_APC0.32Nonsignificant0.091.73Other24
235B.age_associated.migratory0.32Nonsignificant0.930.44Other22
236EPI.renal_immature_ureteric_bud.osmoprotective0.31Nonsignificant0.121.49Other12644
237CM.contractile_oxphos0.30Nonsignificant1.000.00Other619
238EPI.pancreatic_ductal_bicarbonate.activated0.30Nonsignificant0.851.12Other107
239EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump0.30Nonsignificant0.851.00Other40191
240MAC.resident_iron.stress_tolerogenic0.29Nonsignificant—1.34Other00
241ASTRO.homeostatic0.29Nonsignificant1.000.23Other200431
242EPI.pancreatic_ductal_bicarbonate.baseline0.29Nonsignificant0.851.02Other1142
243EPI.renal_distal_tubule.ciliated_remodelling0.28Nonsignificant—0.00Other00
244FIB.suburothelial.contractile_myofibroblast0.28Nonsignificant—0.00Other90
245EPI.ileal_enterocyte_crypt.villus_transition0.28Nonsignificant—1.67Other710
246MAC.microglia_like.phagocytic_redox0.28Nonsignificant—0.00Other00
247HPC.LMPP0.28Nonsignificant0.601.04Other6531
248EPI.renal_intercalated_cell_type_A.PC_transitional0.28Nonsignificant—0.49Other203407
249EPI.ileal_bile_transport.absorptive_xenobiotic0.28Nonsignificant0.022.37Other1112
250EPI.skin_interfollicular_spinous.stress_oxidative0.28Nonsignificant—0.00Other00
251B.naive.metabolic0.27Nonsignificant1.000.72Other5079
252EPI.thymic_medullary.canonical_alarmin0.27Nonsignificant0.381.16Other817
253FIB.suburothelial.inflammatory_prostanoid0.27Nonsignificant—0.00Other00
254EPI.pancreatic_acinar.inflammatory_regenerative0.27Nonsignificant0.471.29Other25113
255B.germinal_center.LZ_selection0.26Nonsignificant—0.73Other00
256B.germinal_center.LZ_memory_precursor0.26Nonsignificant—0.79Other00
257EPI.tracheal_submucosal_gland.ductal_luminal0.25Nonsignificant—0.00Other00
258OPC.proliferative_immune_interact0.25Nonsignificant0.531.09Other180373
259B.germinal_center.LZ_survival0.24Nonsignificant—0.37Other00
260EPI.thymic_medullary.hormone_xeno_barrier0.24Nonsignificant—0.00Other08
261HPC.CLP_B_primed0.24Nonsignificant—0.30Other00
262EPI.skin_hair_follicle_bulge.anagen_growth0.24Nonsignificant—1.80Other00
263ASTRO.A2_reactive0.24Nonsignificant1.000.28Other1037
264DC.cDC1.proliferative0.24Nonsignificant—1.53Other00
265EPI.renal_immature_ureteric_bud.defense_secretory0.24Nonsignificant0.301.19Other4576
266HPC.GMP_granulocytic0.23Nonsignificant—0.06Other33
267B.naive.antigen_presenting_ready0.23Nonsignificant1.000.49Other4873
268EPI.ileal_bile_transport.detox_transcytosis0.23Nonsignificant—0.00Other01
269EPI.alveolar_type_2.stress_response0.23Nonsignificant1.000.00Other6751,562
270EPI.ectocervical_granular.immune_interact0.23Nonsignificant—0.32Other00
271EPI.skin_keratinocyte_proliferating.detox_repair0.23Nonsignificant—1.13Other00
272B.memory.baseline0.23Nonsignificant1.000.44Other47299
273FIB.skin_sheath.ECM_immune0.23Nonsignificant—0.23Other00
274EPI.pancreatic_acinar.baseline0.23Nonsignificant5.94e-031.67Other274163
275MAC.resident_repair.lipid_phagocytic0.22Nonsignificant0.101.48Other228604
276EPI.lung_club_secretory.inflammatory0.21Nonsignificant—1.47Other00
277DC.cDC1.baseline0.20Nonsignificant—0.89Other00
278EPI.skin_interfollicular_spinous.proliferative0.20Nonsignificant—0.00Other00
279DC.cDC2.antiviral0.20Nonsignificant0.131.26Other10037
280EPI.thymic_medullary.proliferative_APC0.20Nonsignificant—0.00Other00
281MAC.resident_repair.antigen_presenting0.20Nonsignificant0.821.12Other244113
282EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion0.19Nonsignificant—0.83Other53
283B.memory.pDC_imprint0.18Nonsignificant0.970.76Other157103
284EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo0.18Nonsignificant—0.73Other00
285EPI.skin_sweat_duct_keratinocyte.proliferative_S0.17Nonsignificant—0.00Other00
286B.germinal_center.DZ_M_phase0.17Nonsignificant—0.00Other00
287EPI.esophageal_basal.junctional_barrier0.17Nonsignificant—1.01Other00
288EPI.pancreatic_ductal_perivascular.protective_antioxidant0.16Nonsignificant—0.07Other1169
289EC.liver_sinusoidal.secretory_lipoprotein0.16Nonsignificant0.011.61Other12070
290B.germinal_center.DZ_S_phase0.16Nonsignificant—0.00Other00
291FIB.suburothelial.homeostasis_matrix0.16Nonsignificant1.000.00Other258921
292EPI.pancreatic_ductal_bicarbonate.inflammatory0.16Nonsignificant1.000.48Other1432
293EPI.colonic_tuft.activated0.16Nonsignificant—0.00Other00
294EPI.renal_thick_ascending_limb.barrier_repair0.15Nonsignificant1.000.00Other141284
295HPC.MPP_activated0.15Nonsignificant—0.00Other00
296IPSC.stress0.15Nonsignificant1.000.73Other00
297IPSC.endoderm_primed0.15Nonsignificant1.001.02Other00
298EC.lymphatic.valve0.15Nonsignificant—1.70Other00
299EPI.skin_interfollicular_spinous.transition_basal0.15Nonsignificant1.000.00Other100127
300IPSC.midbrain_primed0.15Nonsignificant1.000.70Other00
301EPI.pancreatic_ductal_perivascular.baseline0.15Nonsignificant0.561.03Other15
302EPI.ileal_enterocyte_absorptive.villus_tip0.15Nonsignificant3.49e-051.75Other43
303EPI.pancreatic_acinar.adhesion_remodeling0.15Nonsignificant1.000.57Other210784
304FIB.perivascular_interface.vasomotor_tone0.13Nonsignificant—0.32Other00
305EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit0.13Nonsignificant—1.03Other00
306MAC.resident_cardiac.antigen_presenting0.13Nonsignificant0.121.52Other5227
307EPI.pancreatic_islet.alpha0.13Nonsignificant—0.00Other152330
308EPI.thymic_cortical.secretory_remodeling0.13Nonsignificant—1.23Other41
309FIB.skin_sheath.neuro_vascular_interface0.13Nonsignificant—0.00Other00
310NEU.INH_LAMP5.projecting0.13Nonsignificant—1.34Other00
311GRNLSA.EMT_insulin_signaling0.13Nonsignificant0.341.21Other4784
312IPSC.proliferative0.12Nonsignificant1.000.72Other00
313EPI.endocervical_secretory.secretory_translocon0.12Nonsignificant—0.67Other00
314MAC.resident_repair.chemokine_angiocrine0.12Nonsignificant0.820.97Other87138
315DC.cDC2.pro_inflammatory0.12Nonsignificant0.861.12Other35
316EPI.ileal_enterocyte_crypt.bile_transport0.12Nonsignificant0.621.20Other20
317DC.cDC2.lipid_metabolic0.12Nonsignificant—0.55Other00
318EPI.skin_keratinocyte_basal.basement_anchoring0.11Nonsignificant—0.97Other00
319EC.liver_sinusoidal.stress0.11Nonsignificant—0.55Other413158
320FIB.perivascular_interface.vascular_BM_remodelling0.11Nonsignificant—0.00Other00
321EPI.esophageal_suprabasal.basal_transitional0.11Nonsignificant0.341.49Other4467
322NEU.INH_VIP.nuclear_reg0.11Nonsignificant—0.97Other204
323EPI.pancreatic_acinar.quiet_dedifferentiation0.11Nonsignificant1.000.24Other142171
324EPI.skin_appendage_keratinocyte.ductal_immune_interacting0.11Nonsignificant3.55e-032.01Other716
325EPI.pancreatic_ductal_bicarbonate.junctional_remodel0.11Nonsignificant—0.00Other49237
326FIB.skin_neurosecretory.baseline0.11Nonsignificant—0.00Other00
327NEU.INH_VIP.regulatory_remodeling0.11Nonsignificant—1.18Other61
328FIB.perivascular_interface.lipid_shuttle0.11Nonsignificant—0.05Other51170
329EPI.salivary_serous_acinar.quiescent0.10Nonsignificant1.000.11Other178493
330EPI.salivary_myoepithelial.baseline0.10Nonsignificant0.921.00Other42141
331DC.cDC1.homeostatic_inhibitory0.10Nonsignificant—0.00Other00
332EPI.renal_intercalated_cell_type_A.acid_secretion0.10Nonsignificant0.940.43Other126
333EPI.salivary_myoepithelial.activated0.10Nonsignificant0.920.76Other85281
334NEU.INH_VIP.enkephalinergic0.10Nonsignificant—0.95Other00
335EPI.hepatic_ductular_cholangiocyte.barrier_chemokine0.09Nonsignificant—0.00Other69
336GRNLSA.lipid_hypoxia0.09Nonsignificant0.331.25Other280
337EPI.pancreatic_acinar.metabolic_onecarbon0.09Nonsignificant1.000.17Other287328
338FIB.neurolectin_mucosa.axon_responsive0.09Nonsignificant0.321.23Other1010
339MAC.resident_iron.redox_metabolic0.09Nonsignificant0.531.20Other44
340MUSC.quiescent_reservoir0.09Nonsignificant0.661.38Other28
341MAC.resident_cardiac.phagocytic_homeostasis0.09Nonsignificant0.461.14Other5641,221
342EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate0.09Nonsignificant—0.00Other00
343EPI.hepatic_ductular_cholangiocyte.acute_phase_complement0.09Nonsignificant—0.08Other00
344EC.arterial.homeostatic0.09Nonsignificant0.551.17Other243
345EPI.esophageal_basal.activated_progenitor0.08Nonsignificant1.000.00Other10
346EPI.intrahepatic_cholangiocyte_transport.mucin_secretory0.08Nonsignificant—0.00Other00
347IPSC.mesodermal_primed0.08Nonsignificant1.000.51Other00
348NEU.INH_LAMP5.rosehip0.08Nonsignificant—0.14Other00
349EPI.pancreatic_islet.beta0.08Nonsignificant0.930.33Other4257
350EPI.gastric_foveolar.baseline0.08Nonsignificant—0.00Other00
351FIB.transitioning.ISG_primed_interface0.08Nonsignificant—0.80Other1780
352EPI.skin_keratinocyte_proliferating.early_spinous_transition0.08Nonsignificant—0.00Other135290
353NEU.INH_LAMP5.glial_interface0.08Nonsignificant—0.00Other00
354DC.cDC1.cross_presenting0.08Nonsignificant—0.00Other00
355EPI.intrahepatic_cholangiocyte_defense.raft_maturation0.07Nonsignificant—0.42Other00
356EPI.endocervical_secretory.squamous_barrier0.07Nonsignificant—0.00Other00
357MUSC.activated_migratory0.07Nonsignificant0.661.18Other67
358DC.cDC1.activated0.07Nonsignificant—0.00Other00
359FIB.neurolectin_mucosa.remodeling_repair0.07Nonsignificant—2.97e-03Other42
360EPI.salivary_myoepithelial.junctional_transport0.07Nonsignificant0.920.44Other66121
361IPSC.mesenchymal_primed0.07Nonsignificant1.000.38Other00
362CHOND.pro_inflammatory0.07Nonsignificant0.351.35Other181351
363EPI.hepatic_ductular_cholangiocyte.secretory_transport0.07Nonsignificant—0.00Other00
364FIB.neurolectin_mucosa.inflammatory0.07Nonsignificant0.321.20Other52110
365EPI.pancreatic_ductal_progenitor.ADM_like0.07Nonsignificant—0.99Other00
366MAC.resident_iron.APC_iron_sensing0.07Nonsignificant0.700.93Other211114
367EPI.intrahepatic_cholangiocyte_defense.secretory_barrier0.06Nonsignificant—0.00Other00
368EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic0.06Nonsignificant—1.40Other00
369NEU.INH_VIP.serotonergic0.06Nonsignificant—0.35Other92
370EPI.skin_sweat_duct_keratinocyte.proliferative_G2M0.06Nonsignificant—0.00Other00
371MESO.secretory_structural0.06Nonsignificant—1.04Other00
372EC.venous.activated0.06Nonsignificant0.581.16Other247752
373EPI.skin_hair_follicle_companion.activated_migratory0.06Nonsignificant—0.97Other00
374NEU.INH_VIP.canonical_disinhibitory0.06Nonsignificant0.530.99Other5938
375EPI.skin_appendage_keratinocyte.sebaceous_apocrine0.06Nonsignificant—0.00Other3982
376EPI.ileal_enterocyte_crypt.baseline0.06Nonsignificant0.940.69Other116
377MAC.resident_iron.heme_catabolism0.06Nonsignificant0.531.12Other3051
378EPI.hepatic_ductular_cholangiocyte.polarity0.06Nonsignificant—0.00Other00
379IPSC.neural_primed0.06Nonsignificant1.000.44Other00
380FIB.skin_papillary.baseline0.06Nonsignificant—0.00Other00
381DC.cDC2.tolerogenic_regulatory0.06Nonsignificant1.001.02Other444
382EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.06Nonsignificant—0.00Other00
383IPSC.neuroendocrine_primed0.06Nonsignificant—0.00Other00
384EC.arterial.elastic0.06Nonsignificant0.551.10Other2245
385EPI.ileal_goblet.immature0.06Nonsignificant—0.97Other00
386MONO.CD14.repair_M2_like0.06Nonsignificant0.191.13Other5501,495
387MESO.baseline0.05Nonsignificant0.201.28Other06
388FIB.transitioning.matrix_stress0.05Nonsignificant—0.00Other47138
389MUSC.baseline0.05Nonsignificant0.870.85Other00
390EPI.colonic_enteroendocrine.Lcell_peptide0.05Nonsignificant—0.00Other00
391EPI.ectocervical_granular.proliferative_basal0.05Nonsignificant—0.00Other00
392EC.lymphatic.baseline0.05Nonsignificant0.770.97Other3872
393EPI.esophageal_suprabasal.differentiating_keratin0.05Nonsignificant0.371.12Other13161
394EPI.alveolar_type_1.activated0.05Nonsignificant—1.04Other00
395FIB.barrier_purinergic.lipid_secretory0.05Nonsignificant—0.48Other00
396EPI.pancreatic_ductal_bicarbonate.barrier_mucin0.05Nonsignificant1.000.00Other219533
397NEU.INH_LAMP5.exc_inh_balance0.05Nonsignificant—0.00Other462
398EPI.skin_keratinocyte_basal.transit_amplifying0.05Nonsignificant—0.00Other00
399FIB.reticular.immune_interface0.05Nonsignificant—0.60Other16
400EC.liver_sinusoidal.hypoxia_metabolic0.05Nonsignificant0.900.61Other183107
401EPI.lung_multiciliated.mature_motile_cilia0.05Nonsignificant—1.53Other00
402CHOND.remodeling0.05Nonsignificant—0.60Other50
403EPI.skin_appendage_keratinocyte.ductal_barrier_detox0.05Nonsignificant0.970.32Other3334
404FIB.interstitial.mesenchymal_regulator0.05Nonsignificant0.111.29Other44
405EC.lymphatic.activated0.05Nonsignificant0.771.00Other4773
406FIB.neurolectin_mucosa.nerve_interface0.05Nonsignificant—0.00Other40
407SMC.activated0.05Nonsignificant0.591.02Other25
408ASPC.inflammatory0.04Nonsignificant0.541.17Other2161
409MAC.resident_cardiac.inflammatory_reparative0.04Nonsignificant0.970.41Other3196
410CHOND.activated_fibro_like0.04Nonsignificant0.461.12Other531188
411HPC.MEP0.04Nonsignificant0.990.36Other5991,195
412EPI.renal_proximal_tubule.detox_antioxidant0.04Nonsignificant0.491.35Other39477
413GRNLSA.proliferative_migratory0.04Nonsignificant0.611.07Other248292
414EPI.salivary_intercalated_defense.canonical_antimicrobial0.04Nonsignificant5.61e-041.23Other1122
415EPI.pancreatic_ductal_progenitor.ciliated_transport0.04Nonsignificant—0.18Other105368
416NEU.INH_VIP.opioid0.04Nonsignificant—0.00Other509
417FIB.skin_tenogenic.baseline0.04Nonsignificant—0.00Other02
418EPI.alveolar_type_1.baseline0.04Nonsignificant0.880.28Other80
419EPI.extrahepatic_cholangiocyte.barrier_interface0.04Nonsignificant—0.00Other00
420FIB.transitioning.motility_remodelling0.04Nonsignificant—0.00Other00
421SMC.contractile0.04Nonsignificant0.591.12Other80588
422MAC.LAM.lipid_opsonization0.04Nonsignificant0.291.25Other4514
423EPI.skin_keratinocyte_basal.spinous_transition0.04Nonsignificant—0.00Other00
424OPC.homeostatic0.04Nonsignificant1.000.00Other394160
425NEU.INH_VIP.excitatory_coupled0.04Nonsignificant—0.00Other130
426ADIPO.thermogenic0.04Nonsignificant—0.78Other00
427EPI.renal_proximal_tubule.onecarbon_peroxisome0.03Nonsignificant0.860.40Other5889
428ADIPO.hypoxia_remodelling0.03Nonsignificant—0.53Other29105
429EPI.renal_intercalated_cell_type_B.baseline0.03Nonsignificant—0.00Other31
430EC.lymphatic.tip_migratory0.03Nonsignificant0.770.96Other2337
431EPI.colonocyte.distal_absorptive0.03Nonsignificant—1.79Other00
432EC.arterial.inflammatory0.03Nonsignificant0.551.10Other6350
433MESO.antiviral0.03Nonsignificant—0.00Other38
434FIB.reticular.stress_metallothionein0.03Nonsignificant—0.54Other332
435EPI.skin_appendage_keratinocyte.transit_amplifying0.03Nonsignificant—0.00Other109358
436HEP.periportal_metabolic.stress_checkpoint0.03Nonsignificant0.921.07Other234786
437DC.cDC2.adhesion_signaling0.03Nonsignificant1.000.71Other359
438EPI.pancreatic_ductal_mucinous.mucin_rich_barrier0.03Nonsignificant0.690.83Other4491,034
439ASPC.proliferative0.03Nonsignificant0.551.23Other3385
440SMC.metabolic0.03Nonsignificant0.590.98Other1440
441EPI.tracheal_basal.activated_stress0.03Nonsignificant0.021.85Other320
442CHOND.angiogenic0.03Nonsignificant—0.12Other00
443EC.capillary.activated0.03Nonsignificant0.401.26Other25
444EPI.ileal_enterocyte_crypt.proliferative_S0.03Nonsignificant0.940.59Other42
445EPI.esophageal_suprabasal.proliferative_S0.03Nonsignificant—0.00Other2641
446FIB.transitioning.secretory_procollagen0.03Nonsignificant—0.00Other00
447EPI.hepatic_ductular_cholangiocyte.ion_transport0.03Nonsignificant—0.00Other00
448MAC.kupffer.tolerogenic0.03Nonsignificant—1.32Other4549
449FIB.lung_alveolar.stress_interacting0.03Nonsignificant—0.97Other00
450MAC.MDM.APC_dendritic0.03Nonsignificant0.481.18Other4815
451MAC.resident_repair.ECM_stromal_crosstalk0.03Nonsignificant0.970.58Other95158
452MAC.resident_repair.stress_iron0.02Nonsignificant0.820.98Other4897
453EPI.pancreatic_ductal_progenitor.baseline0.02Nonsignificant0.980.22Other179702
454EC.liver_sinusoidal.inflammatory0.02Nonsignificant—0.00Other223154
455HEP.canalicular_transport.secretory_ERAD_UPR0.02Nonsignificant0.181.29Other23228
456NEU.INH_PVALB.neuromodulatory0.02Nonsignificant—0.55Other00
457EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling0.02Nonsignificant—0.00Other00
458MUSC.early_activation0.02Nonsignificant1.000.00Other432
459EC.arterial.metabolic0.02Nonsignificant1.000.94Other195159
460GRNLSA.angiocrine_mechanosensory0.02Nonsignificant—0.51Other00
461EPI.esophageal_suprabasal.proliferative_G2M0.02Nonsignificant—0.00Other00
462GRNLSA.cholesterol_mevalonate0.02Nonsignificant0.331.24Other94
463CHOND.articular_collagen0.02Nonsignificant0.980.46Other551266
464EC.venous.cardiac_structural0.02Nonsignificant0.751.20Other102229
465HEP.pericentral_lipoprotein.ApoB_coagulation0.02Nonsignificant—0.67Other00
466NEU.INH_PVALB.chandelier0.02Nonsignificant0.011.85Other1916
467NEU.INH_VIP.matrix0.02Nonsignificant—0.00Other2477
468NEU.INH_PVALB.nuclear_reg0.02Nonsignificant0.201.33Other2512
469EPI.pancreatic_ductal_mucinous.remodeling_channel_rich0.02Nonsignificant—0.00Other00
470FIB.interstitial.immune_interact0.02Nonsignificant0.771.04Other121
471FIB.interstitial.mesenchymal_APC0.02Nonsignificant0.511.12Other8133
472GRANU.neutrophil.antiviral_endotoxin0.02Nonsignificant—0.26Other00
473EC.venous.baseline0.02Nonsignificant1.000.93Other346807
474EC.capillary.angiogenic_tip0.02Nonsignificant0.771.12Other186218
475MEL.neurotrophic_migratory0.02Nonsignificant—1.28Other00
476GRANU.neutrophil.primed_degranulation0.02Nonsignificant—0.38Other00
477FIB.hepatic_stellate_cell.fibrogenic0.02Nonsignificant—0.73Other00
478EPI.lung_club_secretory.canonical_surfactant0.02Nonsignificant—0.26Other74104
479MEL.dedifferentiated_migratory0.02Nonsignificant—1.13Other00
480EC.liver_sinusoidal.prostanoid0.02Nonsignificant—0.00Other1164
481PERI.inflammatory0.02Nonsignificant0.101.14Other4077
482FIB.reticular.stromal_niche0.02Nonsignificant0.940.41Other00
483EC.liver_sinusoidal.remodeling_lipotoxicity0.02Nonsignificant—0.00Other9058
484ASPC.remodeling0.02Nonsignificant0.881.05Other106354
485ASPC.niche_keeping_progenitor0.02Nonsignificant0.881.03Other52219
486EPI.ileal_enterocyte_crypt.proliferative_G2M0.02Nonsignificant—0.00Other1954
487EPI.ileal_enterocyte_absorptive.brush_border0.01Nonsignificant1.000.00Other5801,717
488HEP.pericentral_lipoprotein.UPR_redox0.01Nonsignificant—0.00Other00
489NEU.INH_VIP.LAMP5_hybrid0.01Nonsignificant—0.00Other19
490MONO.CD16.platelet_bound0.01Nonsignificant0.411.24Other372508
491ASPC.adipocyte_capillary_interface0.01Nonsignificant0.881.04Other2154
492EPI.esophageal_suprabasal.proliferative_exit0.01Nonsignificant—0.00Other00
493DC.cDC2.proliferative0.01Nonsignificant—0.00Other3971
494EPI.lung_club_secretory.ciliogenesis_primed0.01Nonsignificant—0.00Other00
495FIB.reticular.ECM_builder0.01Nonsignificant—0.00Other00
496EPI.skin_follicular_keratinizing.root_infundibulum0.01Nonsignificant—0.46Other00
497EPI.ectocervical_granular.inflammatory0.01Nonsignificant—0.00Other00
498GRNLSA.chemokine_mechanosensory0.01Nonsignificant0.960.82Other10
499EPI.skin_follicular_keratinizing.transit_amplifying0.01Nonsignificant—0.20Other2149
500NEU.EXC_SYT2.synaptic0.01Nonsignificant—0.48Other00
501EPI.salivary_duct_excretory.baseline0.01Nonsignificant0.131.29Other2357
502MONO.CD16.baseline0.01Nonsignificant0.411.12Other501
503FIB.hepatic_stellate_cell.contractile0.01Nonsignificant—0.00Other00
504EPI.tracheal_basal.homeostatic_progenitor0.01Nonsignificant1.000.00Other28574
505EC.capillary.inflammatory0.01Nonsignificant0.401.11Other2751
506SCHWN.reactive_inflammatory0.01Nonsignificant—1.14Other00
507EC.capillary.stress0.01Nonsignificant0.821.02Other4436
508EPI.tracheal_suprabasal.transitional_wound0.01Nonsignificant—0.00Other161
509NEU.INH_VIP.cannabinoid9.88e-03Nonsignificant—0.00Other00
510MAC.resident_iron.heme_recycling9.87e-03Nonsignificant—0.00Other3037
511FIB.barrier_secretory.homeostasis9.78e-03Nonsignificant—0.43Other00
512NEU.INH_PVALB.fastspike9.60e-03Nonsignificant—0.00Other2422
513EPI.tracheal_suprabasal.secretory_immune9.51e-03Nonsignificant—0.00Other00
514NEU.INH_PVALB.metabotropic9.27e-03Nonsignificant—0.00Other00
515EC.venous.adipose_lipid9.25e-03Nonsignificant1.001.00Other254476
516MAC.kupffer.stress9.16e-03Nonsignificant0.611.03Other93
517EPI.bile_duct_cholangiocyte.inflammatory_APC9.11e-03Nonsignificant—0.76Other20
518EPI.skin_follicular_keratinizing.upper_infundibulum9.10e-03Nonsignificant—0.00Other82
519GRNLSA.stress_metabolic9.01e-03Nonsignificant—0.23Other12
520EPI.colonocyte.crypt_progenitor8.96e-03Nonsignificant0.901.09Other115265
521EPI.pancreatic_ductal_mucinous.proliferative_gastric_like8.75e-03Nonsignificant—0.00Other00
522MAC.MDM.complement_resolving8.72e-03Nonsignificant0.811.05Other440860
523EC.arterial.mito_contact8.58e-03Nonsignificant1.000.85Other145
524OLG.regulatory_activated8.42e-03Nonsignificant0.361.12Other196614
525FIB.hepatic_stellate_cell.inflammatory8.41e-03Nonsignificant—0.00Other00
526NEU.EXC_IT.structural8.26e-03Nonsignificant0.811.24Other17141
527EPI.salivary_duct_ion_transport.baseline8.15e-03Nonsignificant——Other00
528FIB.interstitial.remodeling8.13e-03Nonsignificant1.000.92Other319
529HEP.canalicular_transport.ductular_like_transition7.95e-03Nonsignificant0.611.14Other40087
530EPI.skin_hair_follicle_companion.bulge_anchor_signaling7.69e-03Nonsignificant—0.00Other00
531EPI.ileal_enterocyte_crypt.secretory_precursor7.58e-03Nonsignificant—0.00Other00
532EPI.colonocyte.secretory_boost7.45e-03Nonsignificant0.631.41Other9891
533ASPC.secretory7.20e-03Nonsignificant0.930.98Other765
534MESO.activated_stress7.04e-03Nonsignificant—0.00Other00
535PERI.baseline7.02e-03Nonsignificant1.000.98Other3966
536ADIPO.inflammatory6.80e-03Nonsignificant—0.00Other00
537HEP.periportal_metabolic.acute_phase_barrier6.69e-03Nonsignificant1.001.00Other533138
538EC.capillary.postcap_venule6.57e-03Nonsignificant0.821.03Other355261
539DC.cDC2.migratory6.37e-03Nonsignificant1.000.48Other18539
540ASPC.activated6.08e-03Nonsignificant0.930.87Other164162
541EC.arterial.arteriole_interface5.90e-03Nonsignificant1.000.72Other3112
542ASPC.preadipocyte_lipid_primed5.67e-03Nonsignificant0.051.11Other331129
543EPI.colonocyte.proximal_transport5.34e-03Nonsignificant0.990.89Other2412
544FIB.adventitial.adhesion_lipid5.14e-03Nonsignificant0.841.11Other58209
545GRANU.neutrophil.tissue_patrolling5.03e-03Nonsignificant—0.00Other00
546NEU.INH_PVALB.serotonergic4.78e-03Nonsignificant—0.00Other00
547EPI.colonocyte.goblet_interface4.67e-03Nonsignificant—0.16Other1121
548FIB.lung_alveolar.mito_secretory4.63e-03Nonsignificant—0.00Other00
549MG.expanding4.41e-03Nonsignificant0.680.94Other21
550EC.arterial.arteriole_gas_exchange4.36e-03Nonsignificant1.000.62Other238131
551MONO.CD14.platelet_bound4.15e-03Nonsignificant0.191.14Other964176
552OLG.stress4.05e-03Nonsignificant0.361.09Other2328
553EC.heart_remodeling.activated_acute3.99e-03Nonsignificant0.021.38Other102186
554ASPC.baseline3.97e-03Nonsignificant0.930.95Other363170
555MAC.LAM.inflammatory_APC3.93e-03Nonsignificant0.921.00Other872165
556NEU.INH_VIP.develop_niche3.80e-03Nonsignificant—0.00Other00
557MG.phagocytic_APC3.55e-03Nonsignificant0.681.08Other258
558MAC.kupffer.fibrogenic3.42e-03Nonsignificant—0.36Other00
559EC.venous.quiescent_homeostatic3.18e-03Nonsignificant1.000.79Other456360
560FIB.adventitial.inflammatory_activated3.13e-03Nonsignificant0.841.07Other100473
561EPI.skin_hair_follicle_bulge.niche_crosstalk3.07e-03Nonsignificant—0.12Other2988
562MAC.LAM.anti_inflammatory3.01e-03Nonsignificant0.731.09Other86132
563MAC.kupffer.inflammatory3.01e-03Nonsignificant—0.00Other74
564ASPC.stem_like_progenitor2.98e-03Nonsignificant0.930.94Other300842
565EPI.skin_keratinocyte_proliferating.anchor_remodel2.95e-03Nonsignificant—0.00Other00
566HEP.canalicular_transport.injury_stress2.84e-03Nonsignificant1.000.98Other28924
567EC.capillary.baseline2.81e-03Nonsignificant0.910.91Other246560
568FIB.interstitial.lipid_matrix2.75e-03Nonsignificant1.000.59Other258191
569EPI.colonocyte.ionocyte_BEST42.66e-03Nonsignificant0.990.59Other103188
570HEP.canalicular_transport.pericentral_like_hypoxia2.30e-03Nonsignificant1.000.75Other3268
571IPSC.canonical_pluripotent2.30e-03Nonsignificant1.000.16Other00
572MESO.activated_migratory2.25e-03Nonsignificant—0.00Other00
573EPI.colonocyte.junction_remodeling2.17e-03Nonsignificant0.990.35Other218305
574PERI.angiocrine2.15e-03Nonsignificant1.000.89Other93102
575EC.capillary.angiocrine2.10e-03Nonsignificant0.910.87Other250630
576EC.venous.remodeling_stalk2.08e-03Nonsignificant1.000.44Other559566
577MAC.microglia_like.patrolling_adhesive2.00e-03Nonsignificant—0.00Other00
578GRNLSA.secretory_remodeling1.79e-03Nonsignificant1.000.45Other9025
579MONO.CD16.hepatic_mac_like1.77e-03Nonsignificant0.761.05Other803117
580OLG.regulatory1.75e-03Nonsignificant0.621.03Other35373
581SCHWN.translation_boost1.73e-03Nonsignificant—0.08Other81
582EC.heart_remodeling.angiocrine1.72e-03Nonsignificant0.231.14Other182525
583MG.baseline1.69e-03Nonsignificant0.680.93Other165
584EC.arterial.ion_pump1.57e-03Nonsignificant1.000.75Other32
585HEP.acute_phase.baseline1.46e-03Nonsignificant0.511.15Other94619
586MAC.MDM.inflammatory_phagocytic1.43e-03Nonsignificant0.950.75Other19952
587EPI.skin_hair_follicle_bulge.quiescent1.42e-03Nonsignificant0.950.30Other5669
588EPI.extrahepatic_cholangiocyte.mucin_secretory1.32e-03Nonsignificant—0.00Other00
589HEP.acute_phase.inflammatory1.27e-03Nonsignificant0.541.13Other382649
590MAC.LAM.lipid_phagocytosis1.17e-03Nonsignificant0.990.85Other369328
591EPI.ileal_goblet.inflammatory_mucin1.17e-03Nonsignificant0.711.16Other69
592HEP.periportal_metabolic.apolipoprotein_secretory1.15e-03Nonsignificant1.001.11Other43110
593EPI.lung_multiciliated.baseline1.09e-03Nonsignificant—0.51Other07
594MAC.MDM.LAM_like1.05e-03Nonsignificant0.950.65Other1214
595MAC.kupffer.monocyte_like9.56e-04Nonsignificant—0.00Other00
596EC.lymphatic.scavenger7.88e-04Nonsignificant1.000.33Other203257
597MEL.stress_glucocorticoid7.80e-04Nonsignificant0.950.81Other1134
598EC.capillary.migratory7.74e-04Nonsignificant0.910.82Other181509
599MAC.proliferating.DNA_replication7.33e-04Nonsignificant0.750.91Other36
600EPI.ileal_goblet.baseline7.20e-04Nonsignificant0.790.62Other162
601EPI.salivary_serous_acinar.seromucous_like7.16e-04Nonsignificant—0.00Other00
602GRNLSA.p53_damage7.13e-04Nonsignificant—0.00Other1310
603EC.heart_remodeling.remodeling_secretory7.12e-04Nonsignificant1.000.95Other6051,341
604ADIPO.immature6.79e-04Nonsignificant—0.00Other2440
605FIB.barrier_purinergic.stress_GF_binding6.58e-04Nonsignificant—0.00Other00
606HEP.periportal_metabolic.urea_onecarbon_secretory6.42e-04Nonsignificant1.000.98Other1,3323,053
607MAC.alveolar.stress_metabolic6.36e-04Nonsignificant0.121.27Other116148
608HEP.canalicular_transport.baseline6.31e-04Nonsignificant1.000.52Other199477
609FIB.tracheal_subepithelial.baseline6.09e-04Nonsignificant—0.00Other00
610MEL.mature_oxidative_traffic6.01e-04Nonsignificant0.950.54Other247285
611NEU.EXC_IT.neuromodulated5.99e-04Nonsignificant0.811.17Other176116
612EPI.salivary_duct_excretory.stress5.89e-04Nonsignificant0.990.19Other3368
613FIB.interstitial.stress_secretory5.89e-04Nonsignificant1.000.35Other9256
614MONO.CD14.remodeling5.19e-04Nonsignificant0.701.02Other2,373295
615HEP.acute_phase.hypoxia_lipid5.09e-04Nonsignificant—0.70Other00
616EPI.skin_hair_follicle_companion.gap_junction_contractile5.01e-04Nonsignificant—0.00Other00
617MAC.proliferating.stress4.99e-04Nonsignificant—0.00Other87136
618HEP.acute_phase.stress_secretory4.61e-04Nonsignificant0.681.12Other263
619ASPC.mesothelial_like4.52e-04Nonsignificant0.930.77Other143486
620EPI.ileal_goblet.stress_metallothionein4.47e-04Nonsignificant—0.00Other411
621HEP.canalicular_transport.inflammatory4.33e-04Nonsignificant1.000.24Other1,335194
622DC.pDC.baseline4.28e-04Nonsignificant0.541.26Other88123
623HEP.canalicular_transport.sterol_lipid_biosynthesis4.10e-04Nonsignificant—0.00Other1020
624NEU.EXC_IT.callosal3.97e-04Nonsignificant0.821.05Other286119
625FIB.adventitial.PI16_matrix3.56e-04Nonsignificant1.000.96Other7090
626MONO.CD14.inflammatory3.39e-04Nonsignificant0.601.18Other92134
627HEP.acute_phase.complement_metabolic3.27e-04Nonsignificant0.980.82Other1,4233,464
628MEL.secretory_quiescent3.12e-04Nonsignificant0.950.67Other1913
629EPI.lung_club_secretory.ciliogenesis_axoneme3.00e-04Nonsignificant—0.00Other00
630EC.heart_remodeling.capillary_metabolic2.81e-04Nonsignificant0.861.07Other54414
631PERI.cardiac_skeletal2.69e-04Nonsignificant1.000.58Other313630
632EC.arterial.angiogenic_tip2.64e-04Nonsignificant—0.00Other3037
633DC.cDC2.monocyte_like2.59e-04Nonsignificant1.000.08Other1,285791
634EPI.salivary_intercalated_defense.inflammatory2.56e-04Nonsignificant1.000.10Other152360
635MONO.CD16.patrolling2.35e-04Nonsignificant0.950.87Other797216
636EPI.bile_duct_cholangiocyte.secretory_mucin2.35e-04Nonsignificant—0.00Other712
637OLG.myelinating_mature2.19e-04Nonsignificant0.361.05Other36394
638MONO.CD14.APC_like2.18e-04Nonsignificant0.890.94Other1,6862,493
639MAC.LAM.perivascular_angiocrine1.88e-04Nonsignificant—0.00Other53138
640MAC.LAM.antimicrobial1.85e-04Nonsignificant0.990.66Other38993
641MONO.CD14.baseline1.83e-04Nonsignificant1.000.89Other2,26876
642NEU.EXC_IT.adhesion1.74e-04Nonsignificant1.000.89Other252108
643MONO.CD16.inflammatory1.52e-04Nonsignificant0.950.85Other1,640168
644FIB.barrier_secretory.remodeling1.28e-04Nonsignificant—0.00Other00
645FIB.adventitial.mechano_chemo_sensing1.16e-04Nonsignificant1.000.96Other135524
646EPI.lung_multiciliated.stress1.03e-04Nonsignificant—0.00Other67165
647HEP.acute_phase.complement_antiviral8.29e-05Nonsignificant0.980.60Other377751
648HEP.acute_phase.proliferative7.78e-05Nonsignificant—0.00Other46
649OLG.vesicle_trafficking7.46e-05Nonsignificant1.000.87Other12410
650MAC.kupffer.metabolic7.05e-05Nonsignificant—0.00Other2536
651EC.heart_remodeling.perivascular5.94e-05Nonsignificant1.000.61Other124408
652PLAT.adhesion5.18e-05Nonsignificant—0.00Other00
653PLAT.megakaryocytic4.79e-05Nonsignificant—0.00Other00
654MAC.alveolar.lipid_autophagy4.06e-05Nonsignificant—0.61Other3544
655NEU.EXC_CT.remodeling3.83e-05Nonsignificant—0.60Other231
656EC.heart_remodeling.remodeling_stalk3.35e-05Nonsignificant1.000.52Other33111
657NEU.EXC_IT.transitional3.13e-05Nonsignificant1.000.65Other237142
658SCHWN.axon_contact_cardiac2.89e-05Nonsignificant1.000.24Other1863
659FIB.adventitial.baseline2.46e-05Nonsignificant1.000.63Other157278
660NEU.EXC_IT.guidance2.40e-05Nonsignificant1.000.32Other27463
661EPI.salivary_intercalated_defense.basal_EMT2.29e-05Nonsignificant—0.00Other00
662EC.heart_remodeling.translation_boost2.03e-05Nonsignificant—0.00Other00
663NEU.EXC_NTNG1.nuclear_reg1.87e-05Nonsignificant—0.67Other00
664MONO.CD14.cord_tolerance1.85e-05Nonsignificant0.880.97Other864753
665FIB.adventitial.activated_remodelling1.81e-05Nonsignificant—0.00Other141319
666NEU.EXC_CT.Ca2_sensor1.66e-05Nonsignificant—0.00Other00
667MAC.alveolar.capillary_interacting1.38e-05Nonsignificant0.901.02Other113181
668DC.pDC.immature_metabolic1.36e-05Nonsignificant0.541.16Other78124
669FIB.adventitial.complement_angiocrine1.33e-05Nonsignificant1.000.52Other153684
670NEU.EXC_CT.projector1.08e-05Nonsignificant0.760.84Other8726
671FIB.adventitial.mito_secretory1.01e-05Nonsignificant1.000.60Other217
672MAC.alveolar.biosynthetic_sterol_heme7.29e-06Nonsignificant0.900.90Other34740
673HEP.periportal_metabolic.inflammatory_activated7.15e-06Nonsignificant1.000.77Other7121,610
674OLG.myelinating_stress6.91e-06Nonsignificant1.000.60Other23262
675EPI.salivary_mucous_acinar.baseline6.46e-06Nonsignificant——Other394683
676NEU.EXC_NTNG1.synaptic5.72e-06Nonsignificant—0.00Other00
677NEU.EXC_SYT2.nuclear_reg3.87e-06Nonsignificant—0.00Other00
678MAC.alveolar.scavenging_endocytic3.25e-06Nonsignificant—0.00Other140283
679ASPC.signal_integrator2.99e-06Nonsignificant—0.00Other00
680NEU.EXC_CT.Ca2_signaling2.06e-06Nonsignificant—0.00Other6817
681HEP.periportal_metabolic.xenobiotic_detox1.15e-06Nonsignificant1.000.72Other1,440139
682OLG.reactive_repair7.25e-07Nonsignificant1.000.39Other385385
683MAC.alveolar.inflammatory6.82e-07Nonsignificant1.000.35Other208312
684DC.pDC.poised_migratory3.32e-07Nonsignificant0.690.82Other5495
685HEP.periportal_metabolic.stress_chaperone2.91e-07Nonsignificant—0.00Other66128
686HEP.periportal_metabolic.canonical_urea_cycle1.83e-07Nonsignificant1.000.64Other1,464269
687EPI.thymic_cortical.Notch_interface1.47e-11Nonsignificant—0.18Other82137
688EPI.thymic_cortical.baseline7.84e-12Nonsignificant1.000.00Other185386

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

58 unique genes. Showing 1–58. 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)
SLC2A4RG01-High0.808.08G1C1—T.CD4_naive.neddylation (Tier: relevant)5 cells — complete matches47130
STMN301-High0.7811.62G1C1EPI.skin_hair_follicle_companion.bulge_anchor_signaling (L2)T_cell (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD4_naive (Tier: specific)
T.CD4_Tcm (Tier: specific)
T.CD8_Tcm (Tier: specific)
T.CD4_transitional (Tier: relevant)
T.CD4_Trm (Tier: relevant)
T.CD8_naive (Tier: relevant)
NK.adaptive_terminal_cytotoxic (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_naive.neddylation (Tier: relevant)
T.CD4_Tcm.effector_like (Tier: relevant)
T.CD4_Tcm.imprinted_splicing (Tier: relevant)
T.CD4_Tcm.retro_ZNF117 (Tier: relevant)
T.CD4_Tem.long_term_memory (Tier: relevant)
T.CD4_transitional.baseline (Tier: relevant)
T.CD4_transitional.tissue_enagement (Tier: relevant)
T.CD8_naive.effector_transition (Tier: relevant)
52 cells — complete matches62155
LIME101-High0.709.29G1C1ILC2.migratory (L2), T.CD4_Th2.precursor (L2)T_cell (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD4_naive (Tier: specific)
T.CD4_Tcm (Tier: specific)
T.CD4_Tem (Tier: specific)
T.CD4_Th17 (Tier: specific)
T.CD4_Treg (Tier: specific)
T.CD8_Tcm (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_transitional (Tier: specific)
T.gamma_delta (Tier: specific)
T.CD8_Tcm.effector_bias (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.gamma_delta.central_memory (Tier: specific)
THYMO.SP_CD8_naive (Tier: specific)
T.CD4_transitional (Tier: relevant)
T.CD4_Trm (Tier: relevant)
T.CD8_naive (Tier: relevant)
T.CD8_Trm (Tier: relevant)
NK.adaptive_terminal_cytotoxic (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_naive.mature_mitoprot (Tier: relevant)
T.CD4_naive.neddylation (Tier: relevant)
T.CD4_naive.proteostasis_mitoprot (Tier: relevant)
T.CD4_naive.survival (Tier: relevant)
T.CD4_naive.survival_neddylation (Tier: relevant)
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.Tfh_like (Tier: relevant)
T.CD4_Tcm.Th2_like (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD4_Tem.long_term_memory (Tier: relevant)
T.CD4_Th17.migratory (Tier: relevant)
T.CD4_Th2.precursor (Tier: relevant)
T.CD4_transitional.baseline (Tier: relevant)
T.CD4_transitional.primed_helper_effector (Tier: relevant)
T.CD4_transitional.tissue_enagement (Tier: relevant)
T.CD4_Trm.helper_like (Tier: relevant)
T.CD4_Trm.metal_stress (Tier: relevant)
T.CD8_naive.effector_transition (Tier: relevant)
T.CD8_Tcm.helper_like (Tier: relevant)
T.CD8_Tcm.NK_like (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
T.CD8_Trm.dendritic_recruiter (Tier: relevant)
T.CD8_Trm.inflammatory (Tier: relevant)
130 cells — complete matches58137
MHENCR01-High0.698.06G1C1—T.CD8_Tcm (Tier: specific)
T.CD4_Tcm.retro_ZNF117 (Tier: relevant)
T.CD4_Tcm.Th2_like (Tier: relevant)
T.CD8_Tcm.helper_like (Tier: relevant)
17 cells — complete matches3681
GMEB201-High0.677.38G1C1—T.CD4_naive.survival_neddylation (Tier: relevant)
T.CD4_Tcm.retro_ZNF117 (Tier: relevant)
T.CD8_Trm.dendritic_recruiter (Tier: relevant)
13 cells — complete matches3377
ENSG0000029714301-High0.675.77G1C1———55106
ENSG0000027304701-High0.667.85G1C1———39120
TAGAP01-High0.634.57G1C1ILC2.activated (L2), T.CD8_Trm.inflammatory (L2), THYMO.DP_early_stress (L2), THYMO.SP_CD8_naive_stress (L2)T_cell (Tier: specific)
T.CD4_Tcm (Tier: specific)
T.CD4_Tem (Tier: specific)
T.CD4_Th17 (Tier: specific)
T.CD4_Treg (Tier: specific)
T.CD8_transitional (Tier: specific)
T.CD8_Tcm.effector_bias (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD4_Th2 (Tier: relevant)
T.CD4_transitional (Tier: relevant)
T.CD4_Trm (Tier: relevant)
T.CD8_Trm (Tier: relevant)
T.CD4_Tcm.effector_like (Tier: relevant)
T.CD4_Tcm.retro_ZNF117 (Tier: relevant)
T.CD4_Tcm.stress (Tier: relevant)
T.CD4_Tcm.Tfh_like (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD4_Tem.long_term_memory (Tier: relevant)
T.CD4_Th17.migratory (Tier: relevant)
T.CD4_transitional.baseline (Tier: relevant)
T.CD4_Trm.helper_like (Tier: relevant)
T.CD4_Trm.metal_stress (Tier: relevant)
T.CD8_Tcm.NK_like (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
T.CD8_Trm.dendritic_recruiter (Tier: relevant)
T.CD8_Trm.inflammatory (Tier: relevant)
113 cells — complete matches4193
HELZ201-High0.598.88G1C1—T.CD4_Trm.metal_stress (Tier: relevant)28 cells — complete matches3691
ZGPAT02-Medium0.7310.85G2C1—T.CD4_Tem.cytotoxic_effector (Tier: relevant)FIB.transitioning.ISG_primed_interface (L2), T.CD4_Tem.cytotoxic_effector (L2)3260
ARFRP102-Medium0.659.66G2C1——T.CD4_cytotoxic.NK_adapted (L2)816
HLA-C02-Medium0.618.06G2C1EPI.intrahepatic_cholangiocyte_defense.secretory_barrier (L2), EPI.pancreatic_ductal_perivascular.protective_antioxidant (L2), NEU.EXC_CT.remodeling (L2), OPC.proliferative_immune_interact (L2)T.CD4_cytotoxic (Tier: specific)
T.CD4_Tem (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_transitional (Tier: specific)
T.gamma_delta (Tier: specific)
T.MAIT (Tier: specific)
T.CD8_Tcm.effector_bias (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.gamma_delta.central_memory (Tier: specific)
T.CD4_transitional (Tier: relevant)
NK.adaptive_biosynthetic_primed (Tier: relevant)
NK.adaptive_terminal_cytotoxic (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD4_Tem.long_term_memory (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
T.MAIT.vesicle (Tier: relevant)
76 cells — complete matches7381,070
RTEL1-TNFRSF6B02-Medium0.6011.61G1C2—T.CD4_cytotoxic (Tier: specific)
T.CD4_Th2 (Tier: relevant)
22 cells — complete matches1529
RTEL102-Medium0.5911.12G1C2—T.CD4_cytotoxic (Tier: specific)
T.CD4_Th2 (Tier: relevant)
T.CD4_Tcm.retro_ZNF117 (Tier: relevant)
22 cells — complete matches1731
TCF1902-Medium0.575.45G2C1EPI.esophageal_suprabasal.proliferative_S (L2), HEP.acute_phase.proliferative (L2)T.CD4_transitional (Tier: relevant)
NK.adaptive_biosynthetic_primed (Tier: relevant)
T.CD4_Tcm.retro_ZNF117 (Tier: relevant)
T.CD8_Tcm.helper_like (Tier: relevant)
46 cells — complete matches196428
TNFRSF6B02-Medium0.579.82G1C2———1980
IL6R02-Medium0.565.38G1C2EPI.pancreatic_acinar.inflammatory_regenerative (L2)T_cell (Tier: specific)
T.CD4_Tcm (Tier: specific)
T.CD4_Tem (Tier: specific)
T.CD4_Treg (Tier: specific)
T.CD8_Tcm (Tier: specific)
T.CD4_Trm (Tier: relevant)
T.CD8_naive (Tier: relevant)
T.CD4_naive.mature_mitoprot (Tier: relevant)
T.CD4_Tcm.retro_ZNF117 (Tier: relevant)
T.CD4_Tcm.stress (Tier: relevant)
T.CD4_Tcm.Tfh_like (Tier: relevant)
T.CD4_Th2.precursor (Tier: relevant)
T.CD4_transitional.primed_helper_effector (Tier: relevant)
T.CD4_transitional.tissue_enagement (Tier: relevant)
T.CD8_Tcm.helper_like (Tier: relevant)
T.CD8_Trm.muscosal_Tc17 (Tier: relevant)
52 cells — complete matches65111
IL6R-AS102-Medium0.555.00G1C2———4777
ENSG0000029842602-Medium0.517.18G2C1———317607
ENSG0000027315402-Medium0.519.40G2C2———3359
ZBTB46-AS202-Medium0.507.85G1C2———1437
HLA-DQB102-Medium0.485.34G1C2MONO.CD14.APC_like (L2), PC.IgG_systemic.stress (L2), T.CD4_Tcm.APC_mimicry (L2), T.CD4_Treg.APC_interactive (L2), T.CD4_transitional.APC_interacting (L2), T.CD8_transitional.APC_like (L2)T.CD4_Treg (Tier: specific)
T.CD8_transitional (Tier: specific)
T.CD4_transitional (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD4_Th2.precursor (Tier: relevant)
T.CD4_transitional.tissue_enagement (Tier: relevant)
133 cells — complete matches7031,314
ZBTB4602-Medium0.489.10G1C2—innate_lymphoid_cell_2 (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
49 cells — complete matches1976
PTK602-Medium0.487.51G1C2—T.CD4_cytotoxic (Tier: specific)
NK.adaptive_biosynthetic_primed (Tier: relevant)
T.CD4_transitional.tissue_enagement (Tier: relevant)
35 cells — complete matches2172
ENSG0000029974702-Medium0.486.91G1C2———346745
CCHCR102-Medium0.485.46G2C2—T.CD4_Tem (Tier: specific)
T.CD8_Tcm.effector_bias (Tier: specific)
T.CD4_Th2 (Tier: relevant)
13 cells — complete matches146317
FNDC1102-Medium0.486.25G1C2—T.CD8_Tcm.effector_bias (Tier: specific)14 cells — complete matches2064
ENSG0000029839602-Medium0.479.04G2C1———295527
MIR689102-Medium0.465.68G2C1———474812
ENSG0000027158102-Medium0.465.74G2C1———348596
ENSG0000028564702-Medium0.455.63G2C1———364611
HLA-B02-Medium0.455.02G2C1EC.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)
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)
T.CD8_Tcm.effector_bias (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.gamma_delta.central_memory (Tier: specific)
T.CD4_transitional (Tier: relevant)
T.CD4_Trm (Tier: relevant)
T.CD8_Trm (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_naive.mature_mitoprot (Tier: relevant)
T.CD4_naive.neddylation (Tier: relevant)
T.CD4_naive.proteostasis_mitoprot (Tier: relevant)
T.CD4_naive.survival (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD4_Tem.long_term_memory (Tier: relevant)
T.CD4_transitional.baseline (Tier: relevant)
T.CD4_transitional.primed_helper_effector (Tier: relevant)
T.CD4_Trm.helper_like (Tier: relevant)
T.CD4_Trm.metal_stress (Tier: relevant)
T.CD8_Trm.dendritic_recruiter (Tier: relevant)
T.CD8_Trm.inflammatory (Tier: relevant)
T.CD8_Trm.muscosal_Tc17 (Tier: relevant)
130 cells — complete matches493836
ENSG0000030973302-Medium0.445.91G1C2———468929
LINC0257102-Medium0.448.67G2C1———01
PSORS1C202-Medium0.445.46G2C2——5 cells — complete matches4483
PSORS1C102-Medium0.435.08G2C2——26 cells — complete matches152355
ATP8B202-Medium0.435.34G2C2—T_cell (Tier: specific)
T.CD4_Th17 (Tier: specific)
T.CD4_Trm (Tier: relevant)
T.CD4_Tcm.retro_ZNF117 (Tier: relevant)
T.CD4_Tcm.Tfh_like (Tier: relevant)
T.CD4_Th17.migratory (Tier: relevant)
T.CD4_Trm.helper_like (Tier: relevant)
T.CD8_naive.effector_transition (Tier: relevant)
T.CD8_Tcm.helper_like (Tier: relevant)
31 cells — complete matches3381
POU5F102-Medium0.437.03G2C2induced_pluripotent_stem_cell (L1), IPSC.induced_pluripotent_stem_cell (L1S), IPSC.canonical_pluripotent (L2), IPSC.endoderm_primed (L2)—10 cells — complete matches107259
PSORS1C302-Medium0.426.72G2C2———124315
ENSG0000029328102-Medium0.415.91G2C1———1620
ENSG0000029845702-Medium0.416.87G2C1———51155
HCG2702-Medium0.416.83G2C1—T.CD4_Tcm.effector_like (Tier: relevant)
T.CD4_Tcm.Th2_like (Tier: relevant)
T.CD4_Tem.long_term_memory (Tier: relevant)
T.CD8_Trm.muscosal_Tc17 (Tier: relevant)
37 cells — complete matches119287
ENSG0000027250102-Medium0.416.76G2C1———151319
DHFRP202-Medium0.415.57G2C1———1620
ENSG0000030302902-Medium0.402.63G1C2———234380
HLA-DQA102-Medium0.405.98G1C2EPI.skin_sebaceous_duct_luminal.immune_interface (L2), MAC.resident_iron.APC_iron_sensing (L2), MONO.CD14.APC_like (L2), MONO.CD16.hepatic_mac_like (L2), NK.adaptive_classII_inhibitory (L2), NK.adaptive_immature_precursor (L2), PC.IgG_systemic.stress (L2), T.CD4_Tem.cytotoxic_effector (L2), T.CD4_Treg.APC_interactive (L2), T.CD4_Trm.metal_stress (L2), T.CD4_transitional.APC_interacting (L2), T.CD8_Trm.dendritic_recruiter (L2), T.CD8_transitional.APC_like (L2)T.CD4_cytotoxic (Tier: specific)
T.CD4_Tem (Tier: specific)
T.CD4_Treg (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_transitional (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD4_Th2.precursor (Tier: relevant)
159 cells — complete matches6081,232
ENSG0000030790702-Medium0.404.29G1C2———4891,000
HLA-DRA02-Medium0.396.04G2C2B_cell (L1), dendritic_cell (L1), DC.mig (L1S), EC.capillary.postcap_venule (L2), EPI.renal_distal_tubule.stress (L2), EPI.skin_sebaceous_duct_luminal.immune_interface (L2), FIB.interstitial.mesenchymal_APC (L2), MAC.resident_repair.antigen_presenting (L2), MONO.CD14.APC_like (L2), PC.IgG_systemic.stress (L2), T.CD4_Tcm.APC_mimicry (L2), T.CD4_transitional.APC_interacting (L2), T.CD8_transitional.APC_like (L2)T.CD4_Tem (Tier: specific)
T.CD4_Treg (Tier: specific)
T.CD8_transitional (Tier: specific)
T.CD4_transitional (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD4_transitional.primed_helper_effector (Tier: relevant)
T.CD8_Tcm.helper_like (Tier: relevant)
194 cells — complete matches6931,237
ENSG0000029453802-Medium0.388.76G2C2———31
ENSG0000029958702-Medium0.385.80G2C2———410
HLA-DRB102-Medium0.364.64G1C2EPI.skin_sebaceous_duct_luminal.immune_interface (L2), FIB.interstitial.mesenchymal_APC (L2), FIB.reticular.immune_interface (L2), MAC.resident_cardiac.antigen_presenting (L2), MAC.resident_repair.antigen_presenting (L2), MG.phagocytic_APC (L2), MONO.CD14.APC_like (L2), NK.adaptive_axis_baseline (L2), NK.adaptive_biosynthetic_primed (L2), NK.adaptive_classII_inhibitory (L2), NK.adaptive_immature_precursor (L2), PC.IgG_systemic.stress (L2), T.CD4_Tcm.APC_mimicry (L2), T.CD4_Tem.cytotoxic_effector (L2), T.CD4_Tfh.effector_migratory (L2), T.CD4_Th17.cytotoxic (L2), T.CD4_Treg.APC_interactive (L2), T.CD4_Trm.cytotoxic_effector (L2), T.CD4_transitional.APC_interacting (L2), T.CD4_transitional.primed_cytotoxic (L2), T.CD8_Trm.dendritic_recruiter (L2), T.CD8_transitional.APC_like (L2), T.MAIT.cytotoxic (L2)T.CD4_cytotoxic (Tier: specific)
T.CD4_Tem (Tier: specific)
T.CD4_Treg (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_transitional (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD4_transitional (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD4_Th2.precursor (Tier: relevant)
T.CD4_transitional.tissue_enagement (Tier: relevant)
203 cells — complete matches5651,192
CDSN02-Medium0.364.18G2C2——EPI.skin_sweat_duct_keratinocyte.barrier (L2)12
SRMS02-Medium0.355.63G2C2———1653
ENSG0000030299402-Medium0.345.38G2C2———354697
ENSG0000030563602-Medium0.324.00G2C2———11
AQP1002-Medium0.324.28G2C2——15 cells — complete matches11
ENSG0000028884502-Medium0.234.60G2C2———511
TAGAP-AS102-Medium0.214.70G2C2———926

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.