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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.

GCST90476167 · All tissues

Rash and other nonspecific skin eruption (PheCode 687.1): 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: Skin eruption

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_cell27.46Significant2.88e-341.21Specific1,2042,052
2T_cell21.88Significant3.30e-491.36Specific470959
3thymocyte11.17Significant1.001.00Relevant168512
4innate_lymphoid_cell_29.47Significant1.000.95Relevant38
5plasma_cell3.60Nominal1.000.87Other1724
6B_cell2.95Nonsignificant1.000.90Other356694
7dendritic_cell2.85Nonsignificant1.000.87Other496724
8granulocyte1.69Nonsignificant1.000.81Other56
9induced_pluripotent_stem_cell0.55Nonsignificant1.000.74Other00
10oligodendrocyte_precursor_cell0.51Nonsignificant1.000.70Other4611,454
11macrophage0.48Nonsignificant1.000.74Other8131,732
12haematopoietic_progenitor_cell0.48Nonsignificant1.000.72Other262502
13endothelial_cell0.35Nonsignificant1.000.69Other373974
14epithelial_cell0.25Nonsignificant1.000.67Other2447
15monocyte0.16Nonsignificant1.000.63Other2,1763,871
16muscle_stem_cell0.10Nonsignificant1.000.56Other727
17schwann_cell0.09Nonsignificant1.000.55Other1057
18smooth_muscle_cell0.06Nonsignificant1.000.56Other27139
19melanocyte0.04Nonsignificant1.000.54Other97309
20fibroblast0.04Nonsignificant1.000.58Other184826
21mesothelial_cell0.02Nonsignificant1.000.48Other636
22adipose_stem_and_progenitor_cell0.01Nonsignificant1.000.47Other327954
23astrocyte8.75e-03Nonsignificant1.000.44Other2561,203
24platelet8.69e-03Nonsignificant—0.00Other85104
25pericyte7.78e-03Nonsignificant1.000.48Other128517
26neuron6.85e-03Nonsignificant1.000.44Other3301,328
27chondrocyte2.91e-03Nonsignificant1.000.42Other5481,069
28microglia2.12e-03Nonsignificant1.000.37Other61129
29cardiomyocyte1.31e-03Nonsignificant1.000.50Other5332,045
30adipocyte1.00e-03Nonsignificant1.000.45Other33111
31granulosa_cell6.17e-04Nonsignificant1.000.35Other293670
32oligodendrocyte3.67e-04Nonsignificant1.000.58Other3851,507
33hepatocyte1.16e-04Nonsignificant1.000.46Other1,5153,822
34skeletal_muscle_cell3.46e-06Nonsignificant1.000.21Other9442,600

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1T.CD8_Tem30.53Significant3.42e-312.67Specific1,0831,857
2T.CD4_Treg29.58Significant6.32e-102.38Specific244511
3T.CD8_transitional29.57Significant1.45e-232.49Specific497932
4NK.natural_killer_cell27.46Significant——Specific1,2042,045
5T.CD4_cytotoxic27.31Significant9.96e-062.04Specific8551,493
6T.CD4_Trm27.29Significant1.21e-051.77Specific176363
7T.CD8_Tcm26.16Significant4.31e-031.62Specific460926
8T.CD4_Tem25.10Significant4.16e-051.80Specific365697
9T.gamma_delta25.01Significant1.92e-082.18Specific5881,078
10T.CD4_Tfh23.60Significant0.231.23—4745
11T.CD8_Trm23.47Significant0.141.22Relevant211346
12T.CD4_Tcm23.00Significant1.64e-051.58Specific494988
13T.CD4_Th1721.59Significant0.061.45Relevant421794
14T.CD4_transitional20.89Significant0.461.07Relevant48110
15T.MAIT19.53Significant1.000.68Relevant469855
16T.CD8_naive15.28Significant1.000.23Specific317708
17T.CD4_naive15.13Significant1.000.08Specific399866
18THYMO.thymocyte11.17Significant——Relevant163495
19DC.mig9.92Significant—1.50Relevant89156
20ILC2.innate_lymphoid_cell_29.47Significant———20
21DC.pDC7.97Significant9.64e-041.53Specific4961,028
22B.germinal_center7.00Significant2.82e-031.91Specific233655
23T.CD4_Th26.24Significant—0.00Other12
24PC.IgG_systemic5.20Nominal0.051.43Other4160
25PC.IgA_muocsal3.38Nominal1.000.42Other1831
26B.naive3.28Nominal3.14e-041.48Other307595
27GRANU.neutrophil2.58Nonsignificant9.43e-042.49Other1,2352,649
28B.memory2.51Nonsignificant1.000.54Other442882
29EPI.thymic_medullary2.23Nonsignificant1.001.11Other26133
30MAC.microglia_like1.78Nonsignificant0.521.16Other124179
31MAC.resident_repair1.76Nonsignificant3.15e-061.29Other7961,426
32EPI.salivary_serous_acinar1.63Nonsignificant1.13e-081.17Other233531
33DC.cDC21.61Nonsignificant1.000.44Other1,1891,793
34EPI.thymic_cortical1.47Nonsignificant1.001.10Other442824
35B.age_associated1.38Nonsignificant1.000.13Other207350
36GRANU.MAST1.18Nonsignificant1.000.00Other56
37EPI.gastric_foveolar1.16Nonsignificant—1.31Other00
38EPI.ectocervical_granular1.05Nonsignificant—1.26Other1123
39MAC.MDM0.90Nonsignificant0.361.08Other623986
40EPI.tracheal_submucosal_gland0.88Nonsignificant—1.06Other00
41EC.venous0.88Nonsignificant8.21e-321.53Other5161,387
42IPSC.induced_pluripotent_stem_cell0.55Nonsignificant——Other00
43OPC.oligodendrocyte_precursor_cell0.51Nonsignificant——Other4131,269
44HPC.haematopoietic_progenitor_cell0.48Nonsignificant——Other211370
45EPI.colonic_tuft0.35Nonsignificant—1.08Other724
46FIB.suburothelial0.29Nonsignificant0.251.16Other122432
47DC.cDC10.29Nonsignificant1.000.40Other55112
48FIB.skin_neurosecretory0.26Nonsignificant—1.71Other00
49MAC.resident_iron0.26Nonsignificant1.000.83Other1621
50FIB.skin_sheath0.25Nonsignificant0.631.17Other49118
51EC.arterial0.25Nonsignificant1.000.80Other356885
52EPI.ileal_goblet0.23Nonsignificant1.001.02Other181432
53FIB.perivascular_interface0.23Nonsignificant0.631.09Other00
54EC.lymphatic0.21Nonsignificant1.000.71Other630998
55EPI.colonic_enteroendocrine0.21Nonsignificant—0.95Other11
56FIB.hepatic_stellate_cell0.19Nonsignificant—1.40Other64252
57MONO.CD140.19Nonsignificant6.31e-081.16Other2,2944,139
58EPI.ileal_enterocyte_absorptive0.17Nonsignificant1.000.96Other118338
59EPI.ileal_bile_transport0.17Nonsignificant1.000.98Other6193
60MAC.proliferating0.17Nonsignificant1.001.01Other87253
61MAC.LAM0.16Nonsignificant1.000.73Other9142,064
62EPI.bile_duct_cholangiocyte0.14Nonsignificant1.000.90Other3760
63FIB.neurolectin_mucosa0.13Nonsignificant0.631.05Other133394
64EPI.salivary_myoepithelial0.10Nonsignificant2.40e-071.22Other191714
65MUSC.muscle_stem_cell0.10Nonsignificant——Other418
66EPI.ileal_enterocyte_crypt0.10Nonsignificant1.000.82Other67113
67EPI.extrahepatic_cholangiocyte0.10Nonsignificant—0.70Other3771
68SCHWN.schwann_cell0.09Nonsignificant——Other733
69EPI.renal_proximal_tubule0.09Nonsignificant1.000.93Other525806
70EPI.renal_distal_tubule0.09Nonsignificant1.000.84Other133361
71EPI.skin_appendage_keratinocyte0.08Nonsignificant1.000.80Other87222
72EC.capillary0.08Nonsignificant1.000.34Other5141,635
73FIB.reticular0.06Nonsignificant0.711.00Other1987
74SMC.smooth_muscle_cell0.06Nonsignificant——Other20101
75FIB.skin_papillary0.06Nonsignificant—0.93Other00
76EPI.colonocyte0.06Nonsignificant1.000.96Other294815
77EPI.alveolar_type_20.05Nonsignificant1.000.81Other8131,853
78EPI.renal_principal_cell0.05Nonsignificant1.000.76Other207403
79FIB.barrier_secretory0.05Nonsignificant0.711.05Other81228
80EC.heart_remodeling0.05Nonsignificant1.000.81Other5691,594
81FIB.skin_tenogenic0.05Nonsignificant—0.89Other108227
82NEU.EXC_NTNG10.05Nonsignificant—1.81Other00
83EPI.renal_immature_ureteric_bud0.04Nonsignificant1.000.76Other217569
84MAC.alveolar0.04Nonsignificant1.000.76Other1,4323,122
85MEL.melanocyte0.04Nonsignificant——Other79242
86FIB.tracheal_subepithelial0.04Nonsignificant—0.81Other00
87EPI.skin_sweat_duct_keratinocyte0.03Nonsignificant1.000.78Other146301
88FIB.lung_alveolar0.03Nonsignificant—0.74Other615
89FIB.transitioning0.03Nonsignificant1.000.85Other172497
90FIB.barrier_purinergic0.03Nonsignificant—0.58Other13
91EPI.cervical_suprabasal0.03Nonsignificant—0.44Other1450
92NEU.INH_PVALB0.02Nonsignificant0.271.15Other193183
93MONO.CD160.02Nonsignificant1.000.89Other1,3041,835
94EPI.esophageal_suprabasal0.02Nonsignificant1.000.78Other158404
95EPI.pancreatic_ductal_mucinous0.02Nonsignificant1.000.96Other219430
96HEP.pericentral_lipoprotein0.02Nonsignificant—2.90Other00
97EPI.salivary_intercalated_defense0.02Nonsignificant1.000.78Other81161
98FIB.interstitial0.02Nonsignificant1.000.87Other288940
99MAC.resident_cardiac0.02Nonsignificant1.000.40Other4851,074
100MESO.mesothelial_cell0.02Nonsignificant——Other218
101ASPC.adipose_stem_and_progenitor_cell0.01Nonsignificant——Other324930
102EPI.alveolar_type_10.01Nonsignificant1.000.65Other26101
103EC.liver_sinusoidal0.01Nonsignificant1.000.31Other1,0831,925
104MAC.kupffer0.01Nonsignificant1.000.40Other189530
105EPI.pancreatic_ductal_bicarbonate9.53e-03Nonsignificant1.000.66Other131548
106ASTRO.astrocyte8.75e-03Nonsignificant——Other2281,111
107PLAT.platelet8.69e-03Nonsignificant—0.00Other3853
108PERI.pericyte7.78e-03Nonsignificant——Other1170
109EPI.endocervical_secretory6.96e-03Nonsignificant—0.23Other00
110NEU.INH_VIP6.30e-03Nonsignificant0.271.12Other241366
111EPI.skin_keratinocyte_progenitor5.67e-03Nonsignificant—0.00Other03
112NEU.EXC_IT4.45e-03Nonsignificant1.000.86Other411192
113FIB.adventitial4.32e-03Nonsignificant0.711.00Other2681,447
114EPI.renal_intercalated_cell_type_A4.18e-03Nonsignificant1.000.61Other67142
115CHOND.chondrocyte2.91e-03Nonsignificant——Other519730
116EPI.esophageal_basal2.57e-03Nonsignificant1.000.59Other410
117EPI.pancreatic_acinar2.28e-03Nonsignificant1.000.78Other4291,475
118MG.microglia2.12e-03Nonsignificant——Other490
119EPI.pancreatic_islet1.94e-03Nonsignificant1.000.60Other52132
120EPI.hepatic_ductular_cholangiocyte1.83e-03Nonsignificant1.000.65Other83243
121EPI.salivary_duct_ion_transport1.72e-03Nonsignificant1.000.59Other511
122EPI.lung_club_secretory1.70e-03Nonsignificant1.000.53Other514
123EPI.skin_sebaceous_duct_luminal1.64e-03Nonsignificant1.000.57Other100249
124EPI.skin_keratinocyte_proliferating1.63e-03Nonsignificant1.000.75Other4776
125EPI.skin_interfollicular_spinous1.51e-03Nonsignificant1.000.75Other260563
126NEU.EXC_CT1.49e-03Nonsignificant1.000.64Other362384
127EPI.tracheal_suprabasal1.48e-03Nonsignificant1.000.80Other2956
128CM.cardiomyocyte1.31e-03Nonsignificant——Other5242,032
129EPI.skin_hair_follicle_companion1.10e-03Nonsignificant—0.00Other812
130ADIPO.adipocyte1.00e-03Nonsignificant——Other2062
131EPI.skin_hair_follicle_bulge8.84e-04Nonsignificant1.000.50Other51178
132EPI.pancreatic_ductal_perivascular8.09e-04Nonsignificant1.000.60Other430
133EPI.renal_thick_ascending_limb7.21e-04Nonsignificant1.000.64Other4531,153
134EPI.pancreatic_ductal_progenitor6.37e-04Nonsignificant1.000.49Other234873
135GRNLSA.granulosa_cell6.17e-04Nonsignificant——Other2570
136EPI.renal_intercalated_cell_type_B5.60e-04Nonsignificant—0.00Other67
137NEU.EXC_SYT25.37e-04Nonsignificant—0.00Other4077
138EPI.salivary_duct_excretory4.69e-04Nonsignificant1.000.46Other85180
139EPI.intrahepatic_cholangiocyte_defense4.23e-04Nonsignificant—0.00Other813
140OLG.oligodendrocyte3.67e-04Nonsignificant——Other3841,397
141EPI.lung_multiciliated2.02e-04Nonsignificant1.000.41Other1649
142HEP.periportal_metabolic7.23e-05Nonsignificant0.911.00Other1,7504,427
143EPI.skin_follicular_keratinizing6.78e-05Nonsignificant1.000.40Other3081
144EPI.skin_keratinocyte_basal3.28e-05Nonsignificant—0.00Other1326
145EPI.intrahepatic_cholangiocyte_transport2.58e-05Nonsignificant—0.00Other1242
146HEP.canalicular_transport2.35e-05Nonsignificant0.910.99Other1,2903,434
147EPI.tracheal_basal1.90e-05Nonsignificant1.000.32Other3981,120
148NEU.INH_LAMP51.59e-05Nonsignificant1.000.10Other263532
149EPI.salivary_mucous_acinar1.30e-05Nonsignificant1.000.19Other6391,189
150SKM.type_2_fast5.70e-06Nonsignificant0.461.03Other9722,639
151HEP.acute_phase1.58e-06Nonsignificant0.910.96Other1,4413,641
152SKM.type_1_slow4.35e-07Nonsignificant0.750.99Other9232,478

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1NK.cytokine_tissue_activation37.46Significant3.98e-032.22Specific267450
2NK.adaptive_axis_baseline36.57Significant1.07e-092.95—1,008153
3NK.adaptive_biosynthetic_primed34.68Significant0.021.97Specific244405
4NK.adaptive_immature_precursor34.38Significant2.86e-032.29—358111
5T.CD4_Treg.Tr1_like34.04Significant—0.35—88
6T.CD4_Treg.central_naive_like33.92Significant0.131.71—33345
7T.CD8_Tem.early_helper_like33.74Significant0.081.78Specific445755
8T.CD4_Trm.metal_stress32.99Significant0.171.68Relevant3458
9NK.adaptive_terminal_cytotoxic32.75Significant2.86e-032.14Specific485802
10NK.adaptive_classII_inhibitory32.43Significant3.50e-032.13—880154
11NK.adaptive_adipose_stress32.30Significant0.021.89—37439
12T.CD8_transitional.effector_primed31.93Significant0.011.83—435151
13T.MAIT.stress31.81Significant—1.46—00
14T.CD4_Tem.cytotoxic_effector31.63Significant5.44e-062.73Specific225398
15T.CD8_Tem.motility_primed31.49Significant0.770.96—2694
16T.CD4_cytotoxic.precursor31.13Significant0.861.03—15667
17NK.adaptive_HLAE_tuned30.80Significant6.66e-031.89—1,124189
18T.CD8_Tem.TEMRA30.65Significant0.421.39—9201,088
19T.CD8_Tem.signaling_turnover30.47Significant0.671.15Relevant425683
20T.CD4_Treg.APC_interactive30.20Significant0.850.83—11828
21T.CD8_Tem.stress_adapted30.16Significant0.790.83—607520
22T.CD4_Trm.cytotoxic_effector29.99Significant0.171.48—11877
23T.CD8_transitional.Trm_primed29.93Significant0.870.96—10815
24T.CD4_cytotoxic.NK_adapted29.67Significant0.092.04—8233
25T.CD8_transitional.APC_like29.27Significant0.870.68—20562
26T.CD8_Tcm.effector_bias29.03Significant0.161.75Relevant199329
27T.CD8_Tcm.helper_like28.83Significant0.231.55Relevant81159
28T.CD8_Tem.baseline28.65Significant0.790.72—458356
29T.CD4_Tfh.effector_migratory28.50Significant0.151.62—12257
30T.CD8_transitional.early28.38Significant0.870.75—32755
31T.CD4_Trm.baseline27.75Significant0.391.30—3121
32T.CD4_cytotoxic.activated27.69Significant0.860.94Relevant31
33T.CD4_Trm.stress_adaptive27.40Significant0.920.85—822
34T.CD4_Tfh.precursor_migratory27.24Significant0.151.54—7227
35NK.cytokine_lung_immediate_early27.12Significant0.801.01—424274
36T.CD8_Trm.inflammatory26.94Significant0.041.73Specific124176
37T.CD8_Trm.cytotoxic26.91Significant0.051.63—16585
38T.CD4_Tcm.baseline26.91Significant0.201.63—6131
39T.gamma_delta.central_memory26.66Significant0.620.94Relevant460919
40NK.cytokine_quiescent26.08Significant1.000.50Relevant6231,062
41T.CD4_cytotoxic.terminal_effector26.01Significant0.890.72—28621
42T.CD4_Tcm.APC_mimicry25.86Significant0.541.37—5443
43NK.cytokine_tissue_resident25.42Significant1.000.47—7482
44NK.cytokine_repair_primed25.34Significant1.000.64—26611
45NK.cytokine_axis_baseline25.30Significant1.000.78—1,172116
46T.CD4_Tcm.secretory25.02Significant0.561.22—2011
47T.MAIT.cytotoxic24.94Significant0.351.67—5215
48T.CD4_Trm.central_like24.93Significant0.920.79—3831
49T.CD4_Tcm.RNA_control24.77Significant0.561.23—964
50T.gamma_delta.cytotoxic_effector24.72Significant0.371.43—349109
51T.CD4_Tcm.tissue_homing24.67Significant0.201.65—7846
52T.CD4_Th17.cytotoxic24.40Significant0.061.72—332123
53NK.cytokine_vascular_patrolling24.10Significant1.000.53—86394
54T.CD4_Tcm.Tfh_like23.87Significant0.201.70Relevant102214
55T.CD8_Tcm.gut_homing23.84Significant0.980.79—380112
56T.CD4_transitional.baseline23.65Significant0.181.45Relevant5997
57T.CD8_Tcm.baseline23.62Significant0.980.42—9089
58T.gamma_delta.early_effector23.59Significant0.620.86—890
59T.CD4_Trm.activated23.44Significant0.920.67—3226
60T.CD8_naive.mito_proteostasis23.33Significant2.65e-073.11—428100
61NK.cytokine_biosynthetic_primed23.25Significant1.000.39—36021
62T.CD4_Trm.helper_like23.21Significant0.960.39Relevant84147
63T.CD4_Tcm.effector_like23.08Significant0.541.31Relevant293533
64T.CD4_Tem.long_term_memory23.07Significant1.000.67Relevant314587
65T.CD4_Tcm.synapse_dynamics23.02Significant0.561.23—1510
66T.CD4_Tcm.migratory_cilium22.69Significant1.000.75—510
67T.CD4_Tem.transitional_CM22.61Significant1.000.39—3120
68T.CD4_Tcm.retro_ZNF11722.48Significant1.000.74Relevant59
69T.CD4_Th17.baseline22.43Significant0.860.94—515
70T.CD4_Tem.inflammatory22.20Significant1.000.26—286
71T.CD4_Tcm.DC_interact22.04Significant1.000.67—7232
72T.CD4_cytotoxic.baseline21.72Significant0.960.20—00
73T.CD8_Tcm.NK_like21.45Significant0.980.15Relevant334581
74T.CD4_Tcm.Th2_like20.69Significant1.000.73Relevant2355
75T.CD8_Trm.homeostatic20.51Significant1.000.48—425
76T.CD8_Trm.dendritic_recruiter20.16Significant1.000.44Relevant4785
77T.CD4_transitional.primed_helper_effector19.62Significant0.041.81Specific1943
78T.CD4_Tcm.crosstalk_myeloid19.32Significant1.000.33—54
79T.CD4_naive.Treg_like19.30Significant0.092.05—12172
80T.CD4_transitional.APC_interacting19.29Significant0.731.05—1014
81T.MAIT.quiescent19.24Significant0.810.69—1005
82T.CD4_Tcm.regulatory_poised19.23Significant1.000.48—23
83T.CD4_Tfh.suppression_exhaustion19.16Significant1.000.53—02
84T.MAIT.migratory18.56Significant0.810.80—101
85T.CD4_Tcm.stress18.46Significant1.000.44Relevant511
86T.MAIT.MAPK_brake18.38Significant0.810.88Relevant4466
87T.MAIT.early_activation18.06Significant0.810.73—574
88T.MAIT.vesicle17.63Significant0.810.61Relevant3765
89T.CD8_transitional.stress17.47Significant—0.00—2434
90T.CD4_transitional.tissue_enagement17.33Significant0.960.39Relevant511
91T.CD4_transitional.primed_cytotoxic17.29Significant0.960.43—2830
92T.CD8_Trm.muscosal_Tc1717.28Significant1.000.06Relevant1938
93T.CD4_naive.purinergic17.22Significant0.091.86—491
94T.CD4_Tcm.imprinted_splicing17.13Significant1.000.18Relevant617
95T.CD4_Th17.migratory16.88Significant0.980.39Relevant1323
96T.CD4_Treg.tissue_effector16.61Significant0.850.57—1613
97T.CD8_naive.vesicle_secretory15.83Significant0.561.44—420
98T.CD4_naive.resist_bystander15.78Significant0.631.28—4025
99T.CD4_naive.neddylation15.63Significant0.661.13Relevant104222
100T.CD4_naive.homeostatic15.63Significant0.661.10—215108
101T.CD4_naive.neddylation_mitoprot15.62Significant0.541.37—9356
102T.CD4_naive.mature_mitoprot15.18Significant0.541.24Relevant212476
103T.CD4_naive.survival_neddylation15.17Significant0.940.78Relevant2638
104T.CD8_naive.innate_like15.15Significant0.840.79—101
105T.CD8_naive.lipid_synthesis15.09Significant0.840.79—64
106THYMO.SP_CD8_naive15.05Significant6.74e-092.58—297177
107T.CD8_naive.baseline14.96Significant0.840.79—1422
108T.CD8_naive.effector_transition14.94Significant0.841.11Relevant3562
109T.CD8_naive.cytokine_dampened14.90Significant0.840.96—714
110T.CD4_naive.mature14.78Significant0.940.87—211100
111T.CD4_naive.proteostasis_mitoprot14.68Significant0.940.91Relevant1537
112T.CD4_naive.gut_prone14.50Significant0.940.69—3570
113T.CD8_naive.splicing_enriched14.36Significant0.940.50—12016
114T.CD4_naive.survival_mitoprot14.32Significant0.661.15—137
115ILC2.quiescent14.10Significant—1.03—00
116THYMO.CD8aa_IELp13.93Significant—0.45—17
117T.CD4_naive.survival13.87Significant0.990.61Relevant1217
118T.CD4_naive.proteostasis13.32Significant1.000.29—149
119T.CD4_Tfh.canonical_GC_helper13.22Significant1.000.09—12
120T.CD8_naive.nfkb_related13.06Significant0.840.98—10
121DC.pDC.poised_migratory12.35Significant0.171.59Relevant5495
122THYMO.DP_early11.73Significant0.631.14—326313
123THYMO.SP_CD8_naive_stress11.62Significant0.111.69—11
124B.germinal_center.LZ_survival10.57Significant—1.47—00
125THYMO.SP_CD4_naive10.38Significant1.000.64—6575
126NK.immature_bridge10.38Significant1.000.00—117122
127DC.mig.baseline9.92Significant—0.00—10
128THYMO.DP_early_stress9.51Significant—0.00—00
129T.CD4_Th2.precursor9.45Significant—0.48Relevant00
130THYMO.proliferative_S8.86Significant1.000.41—163418
131B.germinal_center.LZ_memory_precursor8.58Significant—0.79Relevant00
132ILC2.activated7.75Significant—0.00—00
133PC.IgG_systemic.stress7.56Significant—0.73Relevant15
134T.CD4_naive.activated_stress7.46Significant1.000.09—339429
135PC.IgG_systemic.interacting6.72Significant0.571.31Relevant00
136B.germinal_center.DZ_S_phase6.70Significant—0.00—00
137THYMO.proliferative_G2M6.29Significant—0.00—164413
138DC.pDC.immature_metabolic6.11Significant0.910.53Relevant78124
139B.germinal_center.LZ_selection6.00Significant—0.00—00
140ILC2.migratory5.93Significant—0.00—00
141DC.pDC.baseline5.89Significant0.910.36Other88123
142B.memory.preactivated5.78Significant2.45e-031.85Other173174
143PC.IgG_systemic.metabolic4.94Nominal0.570.95Other4663
144B.naive.restrained4.58Nominal1.48e-031.74Other183353
145PC.IgA_muocsal.activated4.35Nominal0.021.43Other178
146B.naive.activated4.20Nominal0.381.38Other77127
147B.germinal_center.DZ_M_phase4.08Nominal—0.00Other00
148B.memory.activated4.06Nominal0.011.55Other10529
149PC.IgG_systemic.secretory3.68Nominal0.571.03Other00
150DC.cDC2.pro_inflammatory3.66Nominal0.061.45Other35
151PC.IgA_muocsal.migratory3.58Nominal0.861.02Other41
152B.naive.proteostasis3.31Nominal0.990.97Other4969
153B.naive.purinergic3.10Nominal0.990.98Other384820
154GRANU.neutrophil.tissue_patrolling3.06Nominal—1.28Other00
155MAC.microglia_like.inflammatory_chemokine2.98Nonsignificant—0.61Other2032
156EPI.thymic_medullary.stress_APC2.72Nonsignificant0.341.56Other24
157PC.IgA_muocsal.plasmablast2.71Nonsignificant0.880.90Other54
158B.naive.remodeling2.65Nonsignificant0.990.53Other135230
159THYMO.SP_CD8_transitional2.62Nonsignificant1.000.10Other3275
160B.naive.metabolic2.56Nonsignificant0.990.69Other5079
161GRANU.neutrophil.primed_degranulation2.56Nonsignificant—0.00Other00
162B.naive.antigen_presenting_ready2.53Nonsignificant0.990.54Other4873
163HPC.CLP_B_primed2.44Nonsignificant—1.85Other00
164MONO.CD14.inflammatory2.43Nonsignificant0.111.30Other92134
165DC.cDC2.proliferative2.43Nonsignificant—0.53Other3971
166B.naive.baseline2.41Nonsignificant0.990.58Other1013
167EPI.thymic_medullary.hormone_xeno_barrier2.32Nonsignificant—0.30Other08
168B.naive.receptor_recycle2.27Nonsignificant0.990.33Other510
169EPI.thymic_cortical.secretory_remodeling2.26Nonsignificant—1.07Other41
170THYMO.DN_preTCR2.26Nonsignificant1.000.00Other4171
171EPI.ectocervical_granular.immune_interact2.25Nonsignificant—1.15Other00
172GRANU.neutrophil.antiviral_endotoxin2.21Nonsignificant—0.00Other00
173PC.IgA_muocsal.baseline2.17Nonsignificant1.000.31Other35
174MAC.resident_repair.antigen_presenting2.16Nonsignificant0.331.23Other244113
175EPI.ectocervical_granular.secretory_apocrine2.16Nonsignificant—0.32Other00
176EPI.thymic_medullary.canonical_alarmin2.08Nonsignificant0.750.57Other817
177B.memory.baseline1.88Nonsignificant1.000.46Other47299
178DC.cDC2.lipid_metabolic1.85Nonsignificant—0.33Other00
179EPI.salivary_serous_acinar.secretory_active1.79Nonsignificant2.84e-102.64Other24269
180B.memory.migratory1.79Nonsignificant1.000.70Other123208
181MAC.resident_repair.chemokine_angiocrine1.74Nonsignificant0.620.99Other87138
182B.age_associated.activated1.69Nonsignificant—0.45Other1822
183DC.cDC2.antiviral1.61Nonsignificant0.970.87Other10037
184MAC.resident_repair.ECM_stromal_crosstalk1.60Nonsignificant0.700.86Other95158
185DC.cDC2.migratory1.56Nonsignificant0.061.39Other18539
186DC.cDC2.tolerogenic_regulatory1.56Nonsignificant0.970.90Other444
187B.age_associated.naive_transitional1.55Nonsignificant—0.25Other00
188MAC.resident_repair.lipid_phagocytic1.51Nonsignificant2.82e-031.93Other228604
189EC.venous.activated1.51Nonsignificant4.57e-041.75Other247752
190MAC.resident_repair.stress_iron1.47Nonsignificant0.251.48Other4897
191T.CD4_Th2.tissue_adapted1.39Nonsignificant—0.00Other00
192MAC.microglia_like.phagocytic_redox1.37Nonsignificant—0.00Other00
193GRANU.MAST.resting_granule1.35Nonsignificant—0.32Other00
194IPSC.proliferative1.33Nonsignificant2.40e-061.31Other00
195EPI.salivary_myoepithelial.contractile_repair1.32Nonsignificant—1.74Other39
196MAC.MDM.APC_dendritic1.28Nonsignificant0.281.36Other4815
197GRANU.MAST.activated_acute1.22Nonsignificant—0.31Other00
198EPI.thymic_cortical.baseline1.18Nonsignificant0.690.85Other185386
199EPI.thymic_medullary.proliferative_APC1.17Nonsignificant—0.00Other00
200EPI.thymic_cortical.Notch_interface1.17Nonsignificant—0.00Other82137
201EPI.gastric_foveolar.baseline1.16Nonsignificant—0.00Other00
202MONO.CD14.repair_M2_like1.14Nonsignificant0.241.10Other5501,495
203MAC.MDM.complement_resolving1.10Nonsignificant0.931.04Other440860
204B.memory.pDC_imprint1.08Nonsignificant1.000.06Other157103
205GRANU.MAST.activated_repair1.06Nonsignificant—0.00Other01
206B.age_associated.migratory1.05Nonsignificant0.830.57Other22
207IPSC.neural_primed1.01Nonsignificant0.191.16Other00
208MONO.CD14.cord_tolerance1.01Nonsignificant0.131.16Other864753
209EPI.tracheal_submucosal_gland.ductal_luminal0.92Nonsignificant—0.00Other00
210EC.venous.baseline0.89Nonsignificant0.611.14Other346807
211IPSC.midbrain_primed0.86Nonsignificant0.251.20Other00
212EPI.tracheal_submucosal_gland.acinar_serous0.84Nonsignificant—0.00Other00
213HPC.GMP_granulocytic0.84Nonsignificant—0.71Other33
214DC.cDC2.adhesion_signaling0.81Nonsignificant0.970.72Other359
215OPC.proliferative_immune_interact0.80Nonsignificant0.081.50Other180373
216DC.cDC2.monocyte_like0.77Nonsignificant0.970.71Other1,285791
217EPI.ectocervical_granular.inflammatory0.71Nonsignificant—0.00Other00
218HPC.GMP_inflammatory0.68Nonsignificant0.800.93Other2010
219EPI.colonocyte.goblet_interface0.68Nonsignificant—1.06Other1121
220EC.venous.remodeling_stalk0.66Nonsignificant0.950.75Other559566
221OPC.premyelinating0.65Nonsignificant0.101.36Other18512
222IPSC.mesenchymal_primed0.55Nonsignificant1.000.96Other00
223EC.arterial.arteriole_interface0.54Nonsignificant0.331.42Other3112
224MAC.MDM.LAM_like0.54Nonsignificant0.970.52Other1214
225IPSC.axial_identity_primed0.53Nonsignificant2.80e-031.24Other00
226HPC.MPP_activated0.53Nonsignificant—0.37Other00
227MAC.MDM.inflammatory_phagocytic0.52Nonsignificant0.970.57Other19952
228EPI.colonic_tuft.homeostatic0.50Nonsignificant—0.73Other00
229MAC.LAM.lipid_opsonization0.47Nonsignificant0.061.29Other4514
230DC.cDC1.proliferative0.47Nonsignificant—1.53Other00
231EC.venous.adipose_lipid0.45Nonsignificant0.950.59Other254476
232MAC.resident_iron.stress_tolerogenic0.40Nonsignificant—0.77Other00
233HPC.MPP_IEG0.40Nonsignificant0.800.85Other4546
234EC.venous.quiescent_homeostatic0.39Nonsignificant0.950.65Other456360
235FIB.suburothelial.contractile_myofibroblast0.38Nonsignificant—0.79Other90
236EC.venous.cardiac_structural0.38Nonsignificant0.950.61Other102229
237FIB.suburothelial.inflammatory_prostanoid0.37Nonsignificant—0.86Other00
238MAC.resident_iron.APC_iron_sensing0.35Nonsignificant0.221.34Other211114
239EPI.skin_appendage_keratinocyte.transit_amplifying0.35Nonsignificant—1.34Other109358
240DC.cDC1.homeostatic_inhibitory0.33Nonsignificant—0.17Other00
241EC.arterial.elastic0.32Nonsignificant0.471.15Other2245
242EPI.colonic_enteroendocrine.progenitor0.32Nonsignificant—0.97Other00
243IPSC.canonical_pluripotent0.32Nonsignificant1.000.72Other00
244MAC.resident_iron.heme_recycling0.32Nonsignificant—0.24Other3037
245EC.arterial.homeostatic0.32Nonsignificant0.331.29Other243
246EC.arterial.inflammatory0.31Nonsignificant0.331.37Other6350
247EPI.renal_distal_tubule.immune_modulatory0.31Nonsignificant—1.16Other00
248IPSC.stress0.30Nonsignificant1.000.69Other00
249FIB.skin_sheath.stress_chaperone0.30Nonsignificant—0.23Other00
250DC.cDC1.activated0.30Nonsignificant—0.00Other00
251DC.cDC1.cross_presenting0.30Nonsignificant—0.00Other00
252FIB.suburothelial.homeostasis_matrix0.28Nonsignificant0.940.85Other258921
253SCHWN.reactive_inflammatory0.28Nonsignificant—1.03Other00
254EC.lymphatic.activated0.28Nonsignificant0.491.26Other4773
255IPSC.neuroendocrine_primed0.27Nonsignificant—0.15Other00
256EPI.bile_duct_cholangiocyte.inflammatory_APC0.27Nonsignificant—0.76Other20
257EC.lymphatic.tip_migratory0.26Nonsignificant0.491.11Other2337
258EPI.ileal_goblet.immature0.26Nonsignificant—0.00Other00
259FIB.perivascular_interface.lipid_shuttle0.26Nonsignificant—0.30Other51170
260FIB.skin_neurosecretory.baseline0.26Nonsignificant—0.00Other00
261EPI.ileal_goblet.inflammatory_mucin0.26Nonsignificant0.141.78Other69
262FIB.skin_sheath.ECM_immune0.25Nonsignificant—0.00Other00
263EC.lymphatic.baseline0.24Nonsignificant0.491.22Other3872
264EPI.colonic_enteroendocrine.Lcell_peptide0.24Nonsignificant—0.00Other00
265EPI.ileal_enterocyte_crypt.secretory_precursor0.24Nonsignificant—1.29Other00
266MAC.alveolar.capillary_interacting0.24Nonsignificant0.251.24Other113181
267MAC.proliferating.DNA_replication0.24Nonsignificant0.371.15Other36
268FIB.suburothelial.urothelial_interface0.24Nonsignificant0.940.27Other98
269HPC.LMPP0.23Nonsignificant0.800.80Other6531
270EC.arterial.metabolic0.23Nonsignificant0.471.10Other195159
271EPI.ileal_goblet.stress_metallothionein0.22Nonsignificant—0.00Other411
272MAC.LAM.inflammatory_APC0.22Nonsignificant0.021.19Other872165
273EPI.ileal_goblet.baseline0.22Nonsignificant0.820.49Other162
274FIB.hepatic_stellate_cell.contractile0.21Nonsignificant—1.15Other00
275FIB.perivascular_interface.vasomotor_tone0.21Nonsignificant—0.00Other00
276ASPC.mesothelial_like0.21Nonsignificant0.281.35Other143486
277EPI.colonic_tuft.activated0.21Nonsignificant—0.00Other00
278EPI.colonocyte.secretory_boost0.21Nonsignificant0.701.22Other9891
279FIB.perivascular_interface.vascular_BM_remodelling0.21Nonsignificant—0.00Other00
280EC.capillary.stress0.20Nonsignificant7.58e-031.40Other4436
281FIB.skin_sheath.neuro_vascular_interface0.20Nonsignificant—0.00Other00
282FIB.hepatic_stellate_cell.fibrogenic0.20Nonsignificant—0.00Other00
283MUSC.activated_migratory0.19Nonsignificant0.801.31Other67
284EPI.ileal_enterocyte_absorptive.villus_tip0.19Nonsignificant0.451.35Other43
285FIB.hepatic_stellate_cell.inflammatory0.17Nonsignificant—0.00Other00
286OPC.homeostatic0.17Nonsignificant1.000.00Other394160
287EPI.ileal_bile_transport.detox_transcytosis0.17Nonsignificant—0.08Other01
288EPI.ileal_bile_transport.absorptive_xenobiotic0.17Nonsignificant0.690.75Other1112
289EC.lymphatic.valve0.16Nonsignificant—0.04Other00
290MONO.CD14.baseline0.16Nonsignificant1.000.94Other2,26876
291MUSC.quiescent_reservoir0.16Nonsignificant0.801.14Other28
292FIB.neurolectin_mucosa.axon_responsive0.16Nonsignificant0.461.05Other1010
293EPI.ileal_enterocyte_absorptive.brush_border0.16Nonsignificant0.920.40Other5801,717
294EC.arterial.mito_contact0.15Nonsignificant1.000.75Other145
295EPI.extrahepatic_cholangiocyte.mucin_secretory0.14Nonsignificant—0.73Other00
296FIB.adventitial.activated_remodelling0.14Nonsignificant—2.08Other141319
297EPI.renal_principal_cell.inflammatory0.14Nonsignificant0.461.37Other74157
298FIB.neurolectin_mucosa.remodeling_repair0.14Nonsignificant—0.00Other42
299FIB.neurolectin_mucosa.inflammatory0.13Nonsignificant0.461.05Other52110
300EPI.ileal_enterocyte_crypt.villus_transition0.12Nonsignificant—0.79Other710
301EC.capillary.activated0.12Nonsignificant0.901.16Other25
302SMC.activated0.12Nonsignificant0.031.31Other25
303EPI.renal_distal_tubule.ciliated_remodelling0.12Nonsignificant—1.04Other00
304EPI.alveolar_type_2.injury_primed0.12Nonsignificant0.511.15Other434245
305EPI.ileal_enterocyte_crypt.baseline0.11Nonsignificant0.081.47Other116
306EPI.salivary_serous_acinar.quiescent0.11Nonsignificant1.000.05Other178493
307IPSC.endoderm_primed0.11Nonsignificant1.000.61Other00
308FIB.reticular.immune_interface0.10Nonsignificant—0.22Other16
309EC.heart_remodeling.angiocrine0.10Nonsignificant0.721.06Other182525
310MONO.CD16.platelet_bound0.10Nonsignificant0.611.17Other372508
311EPI.renal_proximal_tubule.onecarbon_peroxisome0.10Nonsignificant0.022.17Other5889
312MONO.CD16.hepatic_mac_like0.10Nonsignificant0.441.10Other803117
313FIB.neurolectin_mucosa.nerve_interface0.10Nonsignificant—0.00Other40
314EPI.skin_sweat_duct_keratinocyte.barrier0.10Nonsignificant—1.04Other00
315EC.arterial.arteriole_gas_exchange0.10Nonsignificant1.000.21Other238131
316EPI.ileal_enterocyte_crypt.bile_transport0.09Nonsignificant0.950.86Other20
317MAC.resident_iron.heme_catabolism0.09Nonsignificant1.000.39Other3051
318HPC.MEP0.09Nonsignificant0.431.27Other5991,195
319EPI.alveolar_type_1.activated0.09Nonsignificant—1.64Other00
320EC.lymphatic.scavenger0.09Nonsignificant1.000.09Other203257
321EC.arterial.ion_pump0.08Nonsignificant1.000.38Other32
322EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit0.08Nonsignificant—1.14Other00
323EPI.renal_proximal_tubule.detox_antioxidant0.08Nonsignificant1.000.00Other39477
324EC.liver_sinusoidal.prostanoid0.08Nonsignificant—1.13Other1164
325MESO.secretory_structural0.08Nonsignificant—0.95Other00
326EC.capillary.inflammatory0.08Nonsignificant0.950.95Other2751
327FIB.barrier_secretory.homeostasis0.08Nonsignificant—0.43Other00
328FIB.reticular.ECM_builder0.08Nonsignificant—0.00Other00
329EPI.skin_sweat_duct_keratinocyte.proliferative_G2M0.08Nonsignificant—0.96Other00
330EPI.skin_appendage_keratinocyte.ductal_immune_interacting0.07Nonsignificant0.701.17Other716
331EPI.renal_principal_cell.activated_acute0.07Nonsignificant0.961.09Other2959
332EC.capillary.postcap_venule0.07Nonsignificant0.950.97Other355261
333DC.cDC1.baseline0.07Nonsignificant—0.00Other00
334SCHWN.translation_boost0.07Nonsignificant—0.00Other81
335EC.capillary.angiocrine0.06Nonsignificant0.901.06Other250630
336EC.capillary.baseline0.06Nonsignificant0.980.78Other246560
337FIB.interstitial.mesenchymal_regulator0.06Nonsignificant0.401.16Other44
338FIB.transitioning.ISG_primed_interface0.06Nonsignificant—0.37Other1780
339EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.06Nonsignificant—0.00Other00
340NEU.EXC_NTNG1.synaptic0.06Nonsignificant—0.67Other00
341EPI.ileal_enterocyte_crypt.proliferative_G2M0.06Nonsignificant—0.00Other1954
342FIB.skin_papillary.baseline0.06Nonsignificant—0.00Other00
343EC.heart_remodeling.remodeling_secretory0.06Nonsignificant0.721.06Other6051,341
344MAC.LAM.anti_inflammatory0.05Nonsignificant1.000.77Other86132
345NEU.INH_VIP.develop_niche0.05Nonsignificant—2.15Other00
346MEL.mature_oxidative_traffic0.05Nonsignificant0.061.30Other247285
347FIB.barrier_purinergic.lipid_secretory0.05Nonsignificant—0.48Other00
348EPI.renal_immature_ureteric_bud.osmoprotective0.05Nonsignificant0.021.35Other12644
349IPSC.stromal_primed0.05Nonsignificant1.000.35Other00
350NEU.INH_PVALB.nuclear_reg0.05Nonsignificant0.061.57Other2512
351ASPC.activated0.05Nonsignificant0.281.16Other164162
352EPI.alveolar_type_2.baseline_surfactant0.05Nonsignificant0.810.98Other649
353EPI.pancreatic_ductal_mucinous.proliferative_gastric_like0.05Nonsignificant—0.98Other00
354FIB.skin_tenogenic.baseline0.05Nonsignificant—0.00Other02
355FIB.reticular.stress_metallothionein0.05Nonsignificant—0.00Other332
356MAC.resident_iron.redox_metabolic0.05Nonsignificant1.000.16Other44
357SCHWN.axon_contact_cardiac0.04Nonsignificant0.940.33Other1863
358EC.capillary.angiogenic_tip0.04Nonsignificant0.950.90Other186218
359FIB.reticular.stromal_niche0.04Nonsignificant0.880.49Other00
360EPI.extrahepatic_cholangiocyte.barrier_interface0.04Nonsignificant—0.00Other00
361MONO.CD14.platelet_bound0.04Nonsignificant1.000.73Other964176
362NEU.INH_VIP.enkephalinergic0.04Nonsignificant—1.42Other00
363MEL.secretory_quiescent0.04Nonsignificant0.031.38Other1913
364EPI.salivary_intercalated_defense.canonical_antimicrobial0.04Nonsignificant6.33e-031.33Other1122
365MAC.microglia_like.patrolling_adhesive0.04Nonsignificant—0.00Other00
366SMC.contractile0.04Nonsignificant0.850.84Other80588
367FIB.interstitial.mesenchymal_APC0.04Nonsignificant0.401.12Other8133
368EPI.renal_principal_cell.canonical_vasopressin0.04Nonsignificant0.960.85Other20
369SMC.metabolic0.04Nonsignificant0.850.95Other1440
370IPSC.mesodermal_primed0.04Nonsignificant1.000.37Other00
371FIB.lung_alveolar.stress_interacting0.04Nonsignificant—0.97Other00
372MEL.neurotrophic_migratory0.04Nonsignificant—0.59Other00
373MEL.dedifferentiated_migratory0.04Nonsignificant—0.15Other00
374MUSC.baseline0.04Nonsignificant0.920.64Other00
375FIB.tracheal_subepithelial.baseline0.04Nonsignificant—0.00Other00
376EPI.colonocyte.distal_absorptive0.04Nonsignificant—1.15Other00
377EPI.skin_sweat_duct_keratinocyte.proliferative_S0.03Nonsignificant—0.23Other00
378NEU.EXC_NTNG1.nuclear_reg0.03Nonsignificant—0.00Other00
379EPI.esophageal_suprabasal.differentiating_keratin0.03Nonsignificant9.59e-031.39Other13161
380EPI.ileal_enterocyte_crypt.proliferative_S0.03Nonsignificant0.950.48Other42
381MAC.kupffer.tolerogenic0.03Nonsignificant—0.80Other4549
382EPI.cervical_suprabasal.secretory_vesicle0.03Nonsignificant—0.00Other00
383EPI.colonocyte.ionocyte_BEST40.03Nonsignificant0.891.13Other103188
384EC.arterial.angiogenic_tip0.03Nonsignificant—0.00Other3037
385MAC.kupffer.monocyte_like0.03Nonsignificant—1.06Other00
386CM.contractile_oxphos0.03Nonsignificant0.791.10Other619
387HEP.pericentral_lipoprotein.ApoB_coagulation0.03Nonsignificant—0.67Other00
388NEU.INH_PVALB.fastspike0.03Nonsignificant—0.07Other2422
389PERI.inflammatory0.03Nonsignificant0.231.14Other4077
390FIB.lung_alveolar.mito_secretory0.03Nonsignificant—0.00Other00
391EPI.skin_sweat_duct_keratinocyte.repair0.03Nonsignificant—0.10Other00
392EPI.pancreatic_ductal_bicarbonate.barrier_mucin0.02Nonsignificant0.571.23Other219533
393MUSC.early_activation0.02Nonsignificant0.920.40Other432
394MONO.CD14.APC_like0.02Nonsignificant1.000.80Other1,6862,493
395EC.capillary.migratory0.02Nonsignificant0.980.67Other181509
396NEU.INH_PVALB.neuromodulatory0.02Nonsignificant—0.55Other00
397EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic0.02Nonsignificant—0.00Other00
398EPI.cervical_suprabasal.inflammatory_repair0.02Nonsignificant—0.00Other00
399MONO.CD16.baseline0.02Nonsignificant0.911.02Other501
400MAC.resident_cardiac.phagocytic_homeostasis0.02Nonsignificant0.651.04Other5641,221
401NEU.INH_VIP.LAMP5_hybrid0.02Nonsignificant—1.19Other19
402EPI.pancreatic_acinar.stress0.02Nonsignificant0.671.15Other2828
403EPI.endocervical_secretory.squamous_barrier0.02Nonsignificant—0.67Other00
404MAC.proliferating.stress0.02Nonsignificant—0.00Other87136
405ASPC.inflammatory0.02Nonsignificant1.001.01Other2161
406ASPC.stem_like_progenitor0.02Nonsignificant1.001.04Other300842
407EPI.renal_distal_tubule.stress0.02Nonsignificant—0.13Other00
408FIB.interstitial.immune_interact0.02Nonsignificant1.001.00Other121
409FIB.transitioning.matrix_stress0.02Nonsignificant—0.00Other47138
410FIB.transitioning.secretory_procollagen0.02Nonsignificant—0.11Other00
411ASPC.signal_integrator0.02Nonsignificant—0.00Other00
412EPI.skin_interfollicular_spinous.upper_lipid0.02Nonsignificant—1.48Other66
413ASTRO.A2_reactive0.02Nonsignificant0.771.17Other1037
414MAC.alveolar.inflammatory0.02Nonsignificant0.961.01Other208312
415MAC.resident_cardiac.antigen_presenting0.01Nonsignificant0.651.10Other5227
416PLAT.adhesion0.01Nonsignificant—0.48Other00
417ASTRO.homeostatic0.01Nonsignificant0.771.09Other200431
418EPI.pancreatic_ductal_bicarbonate.baseline0.01Nonsignificant0.931.07Other1142
419MAC.alveolar.lipid_autophagy0.01Nonsignificant—0.17Other3544
420HEP.pericentral_lipoprotein.UPR_redox0.01Nonsignificant—0.00Other00
421FIB.adventitial.inflammatory_activated0.01Nonsignificant1.001.07Other100473
422CHOND.remodeling0.01Nonsignificant—0.80Other50
423EPI.renal_distal_tubule.repair0.01Nonsignificant—0.00Other34102
424MONO.CD14.remodeling0.01Nonsignificant1.000.63Other2,373295
425ASTRO.A1_reactive0.01Nonsignificant0.771.04Other433394
426EC.heart_remodeling.capillary_metabolic0.01Nonsignificant0.721.18Other54414
427EC.liver_sinusoidal.remodeling_lipotoxicity0.01Nonsignificant—0.69Other9058
428EPI.renal_principal_cell.injury_repair0.01Nonsignificant0.960.32Other269
429MAC.LAM.antimicrobial0.01Nonsignificant1.000.58Other38993
430ASPC.niche_keeping_progenitor0.01Nonsignificant1.000.93Other52219
431ASPC.preadipocyte_lipid_primed0.01Nonsignificant1.000.93Other331129
432EPI.bile_duct_cholangiocyte.secretory_mucin0.01Nonsignificant—0.00Other712
433NEU.INH_PVALB.serotonergic0.01Nonsignificant—0.00Other00
434NEU.INH_VIP.cannabinoid9.78e-03Nonsignificant—0.57Other00
435EPI.pancreatic_ductal_bicarbonate.repair_actin_junction9.65e-03Nonsignificant—0.23Other00
436MESO.antiviral9.37e-03Nonsignificant—0.00Other38
437EPI.renal_principal_cell.intercalated_like9.28e-03Nonsignificant0.960.40Other6366
438NEU.INH_VIP.matrix9.27e-03Nonsignificant—0.80Other2477
439IPSC.mesendo_primed9.09e-03Nonsignificant1.000.00Other00
440ASTRO.hypoxia_angiogenic9.03e-03Nonsignificant0.771.11Other518
441EPI.hepatic_ductular_cholangiocyte.barrier_chemokine8.97e-03Nonsignificant—0.93Other69
442PERI.baseline8.91e-03Nonsignificant1.000.94Other3966
443NEU.EXC_IT.neuromodulated8.83e-03Nonsignificant0.601.12Other176116
444ASTRO.stress_acute8.75e-03Nonsignificant0.820.99Other6056
445ASTRO.immature_lipid8.71e-03Nonsignificant0.771.17Other23113
446ASPC.secretory8.65e-03Nonsignificant1.000.91Other765
447NEU.INH_PVALB.chandelier8.48e-03Nonsignificant0.920.36Other1916
448EPI.alveolar_type_2.stress_response8.44e-03Nonsignificant0.970.76Other6751,562
449ASPC.baseline8.23e-03Nonsignificant1.000.89Other363170
450NEU.EXC_IT.structural8.18e-03Nonsignificant0.601.11Other17141
451MAC.kupffer.stress8.15e-03Nonsignificant0.591.04Other93
452FIB.interstitial.remodeling8.10e-03Nonsignificant1.000.93Other319
453MEL.stress_glucocorticoid8.05e-03Nonsignificant0.970.46Other1134
454EPI.skin_keratinocyte_progenitor.activated_stress7.95e-03Nonsignificant—0.38Other00
455EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal7.71e-03Nonsignificant—0.00Other00
456MAC.resident_cardiac.inflammatory_reparative7.55e-03Nonsignificant0.740.84Other3196
457MESO.baseline7.38e-03Nonsignificant0.750.81Other06
458EPI.ectocervical_granular.proliferative_basal7.36e-03Nonsignificant—0.00Other00
459NEU.EXC_IT.callosal7.27e-03Nonsignificant0.601.15Other286119
460EPI.skin_appendage_keratinocyte.ductal_barrier_detox7.00e-03Nonsignificant1.000.09Other3334
461EPI.skin_keratinocyte_proliferating.detox_repair6.89e-03Nonsignificant—1.13Other00
462EC.liver_sinusoidal.hypoxia_metabolic6.61e-03Nonsignificant0.680.88Other183107
463MAC.LAM.lipid_phagocytosis6.60e-03Nonsignificant1.000.58Other369328
464CM.inflammatory6.27e-03Nonsignificant—1.78Other00
465EPI.renal_immature_ureteric_bud.defense_secretory6.12e-03Nonsignificant0.970.57Other4576
466ASPC.adipocyte_capillary_interface5.90e-03Nonsignificant1.000.95Other2154
467CHOND.articular_collagen5.78e-03Nonsignificant0.101.17Other551266
468EPI.lung_club_secretory.inflammatory5.63e-03Nonsignificant—1.47Other00
469FIB.barrier_secretory.remodeling5.53e-03Nonsignificant—0.00Other00
470CHOND.angiogenic5.45e-03Nonsignificant—1.03Other00
471MESO.activated_migratory5.04e-03Nonsignificant—0.47Other00
472FIB.transitioning.motility_remodelling4.64e-03Nonsignificant—0.00Other00
473FIB.interstitial.lipid_matrix4.37e-03Nonsignificant1.000.72Other258191
474EPI.renal_intercalated_cell_type_A.acid_secretion4.34e-03Nonsignificant0.561.00Other126
475MONO.CD16.inflammatory4.12e-03Nonsignificant1.000.90Other1,640168
476EPI.pancreatic_ductal_bicarbonate.activated4.08e-03Nonsignificant1.000.90Other107
477EPI.skin_appendage_keratinocyte.sebaceous_apocrine4.04e-03Nonsignificant—0.00Other3982
478ASTRO.synaptic_interaction4.00e-03Nonsignificant1.000.62Other76334
479ASTRO.stress_mito3.82e-03Nonsignificant1.000.74Other47110
480EPI.pancreatic_islet.beta3.73e-03Nonsignificant0.291.22Other4257
481EPI.renal_intercalated_cell_type_A.PC_transitional3.60e-03Nonsignificant—0.00Other203407
482MG.phagocytic_APC3.59e-03Nonsignificant0.621.12Other258
483EPI.tracheal_suprabasal.secretory_immune3.50e-03Nonsignificant—0.00Other00
484EC.liver_sinusoidal.secretory_lipoprotein3.43e-03Nonsignificant0.680.99Other12070
485MG.expanding3.40e-03Nonsignificant0.621.09Other21
486EPI.skin_sebaceous_duct_luminal.ECM_remodelling3.39e-03Nonsignificant0.201.32Other29
487EPI.renal_thick_ascending_limb.salt_sensing3.34e-03Nonsignificant0.811.13Other73103
488EPI.pancreatic_ductal_progenitor.ADM_like3.10e-03Nonsignificant—1.40Other00
489EPI.esophageal_basal.activated_progenitor3.04e-03Nonsignificant0.371.28Other10
490ADIPO.hypoxia_remodelling3.01e-03Nonsignificant—0.32Other29105
491EC.liver_sinusoidal.inflammatory2.97e-03Nonsignificant—0.00Other223154
492EC.heart_remodeling.remodeling_stalk2.85e-03Nonsignificant1.000.84Other33111
493EPI.skin_interfollicular_spinous.inflammatory2.83e-03Nonsignificant—0.86Other00
494EPI.alveolar_type_1.baseline2.79e-03Nonsignificant1.000.00Other80
495EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro2.69e-03Nonsignificant—0.57Other00
496MAC.kupffer.metabolic2.59e-03Nonsignificant—0.00Other2536
497NEU.INH_PVALB.metabotropic2.54e-03Nonsignificant—0.00Other00
498EPI.lung_club_secretory.ciliogenesis_primed2.51e-03Nonsignificant—0.79Other00
499NEU.EXC_CT.Ca2_signaling2.45e-03Nonsignificant—0.97Other6817
500PERI.angiocrine2.40e-03Nonsignificant1.000.93Other93102
501EPI.esophageal_suprabasal.proliferative_S2.31e-03Nonsignificant—0.00Other2641
502EPI.pancreatic_acinar.inflammatory_regenerative2.14e-03Nonsignificant0.671.16Other25113
503EPI.pancreatic_ductal_bicarbonate.stress2.12e-03Nonsignificant—0.12Other1233
504EPI.colonocyte.crypt_progenitor1.86e-03Nonsignificant0.980.73Other115265
505EPI.skin_hair_follicle_companion.gap_junction_contractile1.81e-03Nonsignificant—0.97Other00
506EPI.salivary_duct_ion_transport.baseline1.72e-03Nonsignificant——Other00
507ASTRO.neuromodulatory1.62e-03Nonsignificant1.000.26Other34172
508GRNLSA.lipid_hypoxia1.59e-03Nonsignificant0.781.09Other280
509ASPC.proliferative1.58e-03Nonsignificant1.000.83Other3385
510EPI.hepatic_ductular_cholangiocyte.stress1.58e-03Nonsignificant—1.32Other00
511NEU.EXC_IT.transitional1.54e-03Nonsignificant1.000.72Other237142
512MAC.kupffer.fibrogenic1.52e-03Nonsignificant—0.00Other00
513FIB.adventitial.PI16_matrix1.48e-03Nonsignificant1.000.97Other7090
514NEU.EXC_CT.projector1.47e-03Nonsignificant0.361.14Other8726
515EPI.skin_hair_follicle_bulge.anagen_growth1.44e-03Nonsignificant—0.92Other00
516EPI.colonocyte.proximal_transport1.39e-03Nonsignificant0.980.76Other2412
517NEU.EXC_IT.adhesion1.31e-03Nonsignificant1.000.71Other252108
518NEU.INH_VIP.regulatory_remodeling1.30e-03Nonsignificant—0.00Other61
519EPI.skin_hair_follicle_companion.activated_migratory1.30e-03Nonsignificant—0.00Other00
520CM.baseline1.28e-03Nonsignificant1.000.99Other3930
521GRNLSA.cholesterol_mevalonate1.25e-03Nonsignificant0.441.22Other94
522NEU.EXC_CT.remodeling1.21e-03Nonsignificant—0.00Other231
523EPI.esophageal_basal.junctional_barrier1.17e-03Nonsignificant—0.00Other00
524EPI.endocervical_secretory.secretory_translocon1.14e-03Nonsignificant—0.00Other00
525GRNLSA.stress_metabolic1.13e-03Nonsignificant—0.73Other12
526FIB.adventitial.adhesion_lipid1.09e-03Nonsignificant1.000.97Other58209
527MAC.kupffer.inflammatory1.06e-03Nonsignificant—0.00Other74
528EPI.pancreatic_islet.delta1.04e-03Nonsignificant—0.67Other00
529ASPC.remodeling9.58e-04Nonsignificant1.000.65Other106354
530EPI.skin_hair_follicle_bulge.quiescent9.57e-04Nonsignificant0.401.11Other5669
531EPI.pancreatic_ductal_perivascular.baseline9.57e-04Nonsignificant0.610.87Other15
532EPI.renal_thick_ascending_limb.barrier_repair9.22e-04Nonsignificant0.811.05Other141284
533MG.baseline8.96e-04Nonsignificant0.990.60Other165
534EPI.colonocyte.junction_remodeling8.78e-04Nonsignificant0.980.72Other218305
535EPI.skin_sweat_duct_keratinocyte.signal_gate8.15e-04Nonsignificant—0.00Other4326
536NEU.EXC_SYT2.synaptic7.93e-04Nonsignificant—0.00Other00
537OLG.stress7.83e-04Nonsignificant0.791.11Other2328
538CHOND.pro_inflammatory7.57e-04Nonsignificant1.000.85Other181351
539HEP.periportal_metabolic.stress_checkpoint7.53e-04Nonsignificant0.531.10Other234786
540EC.liver_sinusoidal.stress7.36e-04Nonsignificant—0.00Other413158
541OLG.myelinating_mature7.33e-04Nonsignificant0.921.05Other36394
542NEU.EXC_CT.Ca2_sensor7.00e-04Nonsignificant—0.00Other00
543EPI.pancreatic_ductal_bicarbonate.inflammatory6.63e-04Nonsignificant1.000.45Other1432
544EPI.pancreatic_ductal_progenitor.ciliated_transport6.24e-04Nonsignificant—0.00Other105368
545MONO.CD16.patrolling5.91e-04Nonsignificant1.000.58Other797216
546EPI.pancreatic_ductal_perivascular.protective_antioxidant5.77e-04Nonsignificant—0.00Other1169
547MESO.activated_stress5.68e-04Nonsignificant—0.00Other00
548EC.heart_remodeling.activated_acute5.63e-04Nonsignificant1.000.75Other102186
549EPI.renal_intercalated_cell_type_B.baseline5.60e-04Nonsignificant—0.00Other31
550EC.heart_remodeling.perivascular5.30e-04Nonsignificant1.000.48Other124408
551EPI.salivary_duct_excretory.stress5.27e-04Nonsignificant0.481.07Other3368
552EPI.salivary_myoepithelial.junctional_transport5.15e-04Nonsignificant0.991.13Other66121
553NEU.INH_VIP.nuclear_reg4.94e-04Nonsignificant—0.12Other204
554EPI.renal_thick_ascending_limb.remodeling4.86e-04Nonsignificant0.811.06Other15292
555EPI.intrahepatic_cholangiocyte_defense.secretory_barrier4.80e-04Nonsignificant—0.42Other00
556NEU.EXC_IT.guidance4.63e-04Nonsignificant1.000.57Other27463
557EPI.salivary_duct_excretory.baseline4.44e-04Nonsignificant0.481.10Other2357
558GRNLSA.EMT_insulin_signaling4.37e-04Nonsignificant0.781.09Other4784
559EPI.skin_hair_follicle_bulge.niche_crosstalk3.97e-04Nonsignificant—0.00Other2988
560EPI.pancreatic_ductal_progenitor.baseline3.93e-04Nonsignificant0.670.95Other179702
561CHOND.activated_fibro_like3.92e-04Nonsignificant1.000.53Other531188
562EPI.lung_club_secretory.canonical_surfactant3.85e-04Nonsignificant—0.00Other74104
563EPI.intrahepatic_cholangiocyte_defense.raft_maturation3.58e-04Nonsignificant—0.00Other00
564EPI.renal_distal_tubule.ion_transport3.39e-04Nonsignificant—0.00Other00
565EPI.skin_sebaceous_duct_luminal.detox_repair3.39e-04Nonsignificant0.830.76Other13794
566EPI.skin_hair_follicle_companion.bulge_anchor_signaling3.16e-04Nonsignificant—0.00Other00
567EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion3.05e-04Nonsignificant—0.53Other53
568FIB.interstitial.stress_secretory2.95e-04Nonsignificant1.000.43Other9256
569EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic2.93e-04Nonsignificant—0.44Other00
570GRNLSA.proliferative_migratory2.69e-04Nonsignificant0.960.90Other248292
571EPI.lung_multiciliated.stress2.20e-04Nonsignificant—0.00Other67165
572EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump2.13e-04Nonsignificant1.000.20Other40191
573MAC.LAM.perivascular_angiocrine2.10e-04Nonsignificant—0.00Other53138
574MAC.alveolar.stress_metabolic1.98e-04Nonsignificant0.960.87Other116148
575EPI.lung_multiciliated.baseline1.84e-04Nonsignificant—0.16Other07
576CM.sarcomere_actin_interface1.81e-04Nonsignificant1.000.99Other45078
577EPI.lung_multiciliated.mature_motile_cilia1.81e-04Nonsignificant—0.00Other00
578PERI.cardiac_skeletal1.74e-04Nonsignificant1.000.54Other313630
579EPI.pancreatic_ductal_bicarbonate.junctional_remodel1.65e-04Nonsignificant—0.00Other49237
580EPI.esophageal_suprabasal.basal_transitional1.59e-04Nonsignificant0.990.22Other4467
581EPI.salivary_intercalated_defense.inflammatory1.40e-04Nonsignificant1.000.11Other152360
582FIB.barrier_purinergic.stress_GF_binding1.35e-04Nonsignificant—0.00Other00
583EPI.skin_interfollicular_spinous.stress_UPR1.32e-04Nonsignificant—0.99Other00
584HEP.canalicular_transport.injury_stress1.30e-04Nonsignificant0.601.11Other28924
585NEU.EXC_SYT2.nuclear_reg1.27e-04Nonsignificant—0.00Other00
586EPI.salivary_serous_acinar.seromucous_like1.16e-04Nonsignificant—0.00Other00
587GRNLSA.chemokine_mechanosensory1.11e-04Nonsignificant0.960.90Other10
588EPI.skin_follicular_keratinizing.root_infundibulum9.93e-05Nonsignificant—0.33Other00
589EPI.skin_follicular_keratinizing.transit_amplifying9.92e-05Nonsignificant—0.20Other2149
590EPI.skin_keratinocyte_basal.spinous_transition9.76e-05Nonsignificant—0.97Other00
591EPI.salivary_myoepithelial.baseline9.07e-05Nonsignificant0.990.91Other42141
592HEP.periportal_metabolic.apolipoprotein_secretory8.57e-05Nonsignificant0.531.21Other43110
593EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling8.34e-05Nonsignificant—1.15Other00
594EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate8.12e-05Nonsignificant—0.24Other00
595NEU.INH_VIP.canonical_disinhibitory7.15e-05Nonsignificant0.940.62Other5938
596CM.mito_proteostasis6.97e-05Nonsignificant1.001.00Other32929
597EPI.tracheal_basal.activated_stress4.66e-05Nonsignificant0.011.21Other320
598EPI.pancreatic_acinar.quiet_dedifferentiation4.08e-05Nonsignificant1.000.89Other142171
599CM.osmoprotection4.07e-05Nonsignificant1.000.99Other3457
600EPI.pancreatic_acinar.adhesion_remodeling3.58e-05Nonsignificant0.981.04Other210784
601NEU.INH_VIP.excitatory_coupled3.53e-05Nonsignificant—0.00Other130
602HEP.acute_phase.stress_secretory3.50e-05Nonsignificant0.191.33Other263
603EPI.pancreatic_ductal_mucinous.remodeling_channel_rich3.36e-05Nonsignificant—0.10Other00
604EPI.salivary_myoepithelial.activated3.01e-05Nonsignificant0.990.40Other85281
605EPI.skin_interfollicular_spinous.early_differentiation2.87e-05Nonsignificant1.000.74Other8919
606EPI.skin_interfollicular_spinous.baseline2.85e-05Nonsignificant1.000.79Other353
607EPI.skin_follicular_keratinizing.upper_infundibulum2.67e-05Nonsignificant—0.00Other82
608MAC.alveolar.scavenging_endocytic2.65e-05Nonsignificant—0.06Other140283
609EPI.hepatic_ductular_cholangiocyte.ion_transport2.57e-05Nonsignificant—0.00Other00
610OLG.regulatory_activated2.34e-05Nonsignificant0.791.10Other196614
611EPI.skin_keratinocyte_proliferating.early_spinous_transition2.19e-05Nonsignificant—0.00Other135290
612ADIPO.thermogenic2.13e-05Nonsignificant—0.44Other00
613EPI.pancreatic_islet.alpha2.13e-05Nonsignificant—0.00Other152330
614NEU.INH_LAMP5.exc_inh_balance2.05e-05Nonsignificant—0.00Other462
615EPI.pancreatic_acinar.baseline1.97e-05Nonsignificant1.000.83Other274163
616NEU.INH_LAMP5.projecting1.87e-05Nonsignificant—0.53Other00
617NEU.INH_LAMP5.glial_interface1.64e-05Nonsignificant—0.58Other00
618EC.heart_remodeling.translation_boost1.38e-05Nonsignificant—0.00Other00
619FIB.adventitial.baseline1.33e-05Nonsignificant1.000.64Other157278
620EPI.salivary_mucous_acinar.baseline1.30e-05Nonsignificant——Other394683
621HEP.canalicular_transport.pericentral_like_hypoxia1.07e-05Nonsignificant0.601.11Other3268
622EPI.renal_thick_ascending_limb.cation_flux1.07e-05Nonsignificant0.990.78Other5795
623EPI.skin_interfollicular_spinous.stress_oxidative1.07e-05Nonsignificant—0.00Other00
624NEU.INH_VIP.opioid1.06e-05Nonsignificant—0.00Other509
625EPI.skin_keratinocyte_basal.transit_amplifying1.05e-05Nonsignificant—0.00Other00
626CM.oxidative_phospho9.60e-06Nonsignificant1.000.97Other266792
627EPI.lung_club_secretory.ciliogenesis_axoneme9.57e-06Nonsignificant—0.00Other00
628FIB.adventitial.mito_secretory9.30e-06Nonsignificant1.000.82Other217
629SKM.type_2_fast.oxidative_IIa9.03e-06Nonsignificant0.071.05Other94656
630EPI.hepatic_ductular_cholangiocyte.polarity8.28e-06Nonsignificant—0.00Other00
631EPI.pancreatic_ductal_mucinous.mucin_rich_barrier7.50e-06Nonsignificant1.000.00Other4491,034
632HEP.canalicular_transport.secretory_ERAD_UPR5.82e-06Nonsignificant0.601.11Other23228
633EPI.skin_sebaceous_duct_luminal.immune_interface5.79e-06Nonsignificant—0.00Other00
634NEU.INH_VIP.serotonergic5.54e-06Nonsignificant—0.00Other92
635EPI.esophageal_suprabasal.proliferative_exit5.32e-06Nonsignificant—0.00Other00
636ADIPO.inflammatory4.81e-06Nonsignificant—0.00Other00
637FIB.adventitial.complement_angiocrine4.14e-06Nonsignificant1.000.45Other153684
638FIB.adventitial.mechano_chemo_sensing3.99e-06Nonsignificant1.000.51Other135524
639OLG.myelinating_stress3.80e-06Nonsignificant0.920.98Other23262
640EPI.renal_thick_ascending_limb.canonical_salt_transporter3.36e-06Nonsignificant0.990.60Other322317
641EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo3.11e-06Nonsignificant—0.00Other00
642NEU.INH_LAMP5.rosehip2.26e-06Nonsignificant—0.00Other00
643EPI.skin_keratinocyte_proliferating.anchor_remodel2.08e-06Nonsignificant—0.00Other00
644GRNLSA.p53_damage1.96e-06Nonsignificant—0.00Other1310
645EPI.skin_keratinocyte_basal.basement_anchoring1.60e-06Nonsignificant—0.00Other00
646EPI.pancreatic_acinar.metabolic_onecarbon1.60e-06Nonsignificant1.000.52Other287328
647SKM.type_1_slow.glycolytic1.46e-06Nonsignificant0.531.11Other362647
648EPI.hepatic_ductular_cholangiocyte.acute_phase_complement1.37e-06Nonsignificant—0.00Other00
649MAC.alveolar.biosynthetic_sterol_heme1.28e-06Nonsignificant0.960.65Other34740
650EPI.hepatic_ductular_cholangiocyte.secretory_transport1.16e-06Nonsignificant—0.00Other00
651HEP.acute_phase.inflammatory1.13e-06Nonsignificant0.431.13Other382649
652OLG.regulatory1.05e-06Nonsignificant1.000.80Other35373
653EPI.esophageal_suprabasal.proliferative_G2M1.00e-06Nonsignificant—0.00Other00
654HEP.acute_phase.proliferative8.07e-07Nonsignificant—0.98Other46
655EPI.tracheal_suprabasal.transitional_wound7.14e-07Nonsignificant—0.00Other161
656CM.translation_boost_RPS6.32e-07Nonsignificant1.000.98Other6916
657CM.mechano_activated5.90e-07Nonsignificant1.000.93Other205134
658EPI.tracheal_basal.homeostatic_progenitor5.78e-07Nonsignificant0.970.49Other28574
659EPI.skin_interfollicular_spinous.transition_basal4.11e-07Nonsignificant1.000.20Other100127
660CM.translation_boost_RPL3.46e-07Nonsignificant1.000.92Other1291
661SKM.type_1_slow.oxidative2.91e-07Nonsignificant0.531.06Other802251
662ADIPO.immature2.80e-07Nonsignificant—0.00Other2440
663OLG.vesicle_trafficking2.65e-07Nonsignificant1.000.75Other12410
664PLAT.megakaryocytic2.52e-07Nonsignificant—0.00Other00
665EPI.intrahepatic_cholangiocyte_transport.mucin_secretory1.84e-07Nonsignificant—0.00Other00
666EPI.skin_interfollicular_spinous.proliferative1.83e-07Nonsignificant—0.00Other00
667HEP.periportal_metabolic.urea_onecarbon_secretory1.74e-07Nonsignificant1.000.96Other1,3323,053
668GRNLSA.secretory_remodeling1.64e-07Nonsignificant1.000.20Other9025
669CM.anti_inflammatory1.55e-07Nonsignificant1.000.85Other4241,503
670HEP.acute_phase.baseline1.11e-07Nonsignificant0.990.92Other94619
671HEP.periportal_metabolic.acute_phase_barrier1.08e-07Nonsignificant1.001.03Other533138
672HEP.canalicular_transport.inflammatory4.64e-08Nonsignificant1.000.79Other1,335194
673SKM.type_2_fast.glycolytic_IIx_IIb4.32e-08Nonsignificant0.990.56Other5651,482
674HEP.canalicular_transport.sterol_lipid_biosynthesis3.97e-08Nonsignificant—0.91Other1020
675HEP.acute_phase.complement_antiviral3.06e-08Nonsignificant0.990.89Other377751
676SKM.type_1_slow.contractile2.51e-08Nonsignificant0.940.88Other5968
677HEP.canalicular_transport.ductular_like_transition1.30e-08Nonsignificant1.000.70Other40087
678EPI.skin_keratinocyte_progenitor.quiescent_stem_like1.14e-08Nonsignificant—0.00Other00
679HEP.periportal_metabolic.inflammatory_activated1.00e-08Nonsignificant1.000.89Other7121,610
680HEP.periportal_metabolic.stress_chaperone6.19e-09Nonsignificant—0.00Other66128
681HEP.acute_phase.complement_metabolic5.39e-09Nonsignificant0.990.69Other1,4233,464
682HEP.acute_phase.hypoxia_lipid5.06e-09Nonsignificant—0.41Other00
683EPI.salivary_intercalated_defense.basal_EMT2.48e-09Nonsignificant—0.00Other00
684GRNLSA.angiocrine_mechanosensory2.02e-09Nonsignificant—0.00Other00
685HEP.periportal_metabolic.xenobiotic_detox5.28e-10Nonsignificant1.000.81Other1,440139
686HEP.canalicular_transport.baseline3.94e-10Nonsignificant1.000.34Other199477
687OLG.reactive_repair1.93e-10Nonsignificant1.000.09Other385385
688HEP.periportal_metabolic.canonical_urea_cycle1.26e-10Nonsignificant1.000.63Other1,464269

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

18 unique genes. Showing 1–18. 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)
HLA-DQA102-Medium0.544.54G1C2EPI.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)B.germinal_center (Tier: specific)
DC.pDC (Tier: specific)
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.CD4_Tem.cytotoxic_effector (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
DC.mig (Tier: relevant)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
DC.pDC.immature_metabolic (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_Th2.precursor (Tier: relevant)
159 cells — complete matches6081,232
ENSG0000030790702-Medium0.513.86G1C2———4891,000
RPL32P2302-Medium0.5010.55G2C2———00
ENSG0000030954102-Medium0.497.09G2C1———1636
RBM1702-Medium0.4811.79G2C2—T.CD4_Tcm.imprinted_splicing (Tier: relevant)PLAT.megakaryocytic (L2), T.CD4_Tcm.imprinted_splicing (L2)00
ENSG0000030973302-Medium0.464.10G1C2———468929
PFKFB302-Medium0.447.38G2C2EPI.hepatic_ductular_cholangiocyte.stress (L2), SKM.type_1_slow.glycolytic (L2)T.CD4_Trm (Tier: specific)
T.CD8_Trm (Tier: relevant)
T.CD4_Trm.helper_like (Tier: relevant)
30 cells — complete matches57
ENSG0000030949002-Medium0.437.75G2C2———00
IL2RA02-Medium0.4311.56G2C2T.CD4_Treg (L1S)T_cell (Tier: specific)
T.CD4_Tcm (Tier: specific)
T.CD4_Treg (Tier: specific)
T.CD4_Trm (Tier: specific)
T.CD4_transitional.primed_helper_effector (Tier: specific)
innate_lymphoid_cell_2 (Tier: relevant)
T.CD4_Th17 (Tier: relevant)
T.CD4_transitional (Tier: relevant)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
T.CD4_Tcm.effector_like (Tier: relevant)
T.CD4_Tcm.imprinted_splicing (Tier: relevant)
T.CD4_Tcm.stress (Tier: relevant)
T.CD4_Tcm.Tfh_like (Tier: relevant)
T.CD4_Tcm.Th2_like (Tier: relevant)
T.CD4_Th17.migratory (Tier: relevant)
T.CD4_Th2.precursor (Tier: relevant)
T.CD4_transitional.baseline (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_Tcm.helper_like (Tier: relevant)
T.MAIT.vesicle (Tier: relevant)
89 cells — complete matches920
HLA-DQB102-Medium0.413.64G1C2MONO.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)B.germinal_center (Tier: specific)
DC.pDC (Tier: specific)
T.CD4_Treg (Tier: specific)
T.CD8_transitional (Tier: specific)
T.CD4_Tem.cytotoxic_effector (Tier: specific)
DC.mig (Tier: relevant)
T.CD4_transitional (Tier: relevant)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
T.CD4_Th2.precursor (Tier: relevant)
T.CD4_transitional.tissue_enagement (Tier: relevant)
133 cells — complete matches7031,314
HLA-DRB102-Medium0.413.30G1C2EPI.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)B.germinal_center (Tier: specific)
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.CD4_Tem.cytotoxic_effector (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
DC.mig (Tier: relevant)
T.CD4_transitional (Tier: relevant)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_Th2.precursor (Tier: relevant)
T.CD4_transitional.tissue_enagement (Tier: relevant)
203 cells — complete matches5651,192
HLA-DRB502-Medium0.382.54G2C2EC.venous.baseline (L2), EPI.endocervical_secretory.secretory_translocon (L2), EPI.skin_sebaceous_duct_luminal.immune_interface (L2), FIB.interstitial.mesenchymal_APC (L2), MG.phagocytic_APC (L2), NK.adaptive_classII_inhibitory (L2), PC.IgG_systemic.stress (L2), T.CD4_Tcm.APC_mimicry (L2), T.CD4_Treg.APC_interactive (L2), T.CD4_Trm.cytotoxic_effector (L2), T.CD4_transitional.APC_interacting (L2), T.CD8_transitional.APC_like (L2), T.MAIT.cytotoxic (L2)B.germinal_center (Tier: specific)
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.CD4_Tem.cytotoxic_effector (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
DC.mig (Tier: relevant)
T.CD4_transitional (Tier: relevant)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_Th2.precursor (Tier: relevant)
T.CD4_transitional.tissue_enagement (Tier: relevant)
193 cells — complete matches364756
ENSG0000030955602-Medium0.387.25G2C2———00
ENSG0000030299402-Medium0.363.26G1C2———354697
ENSG0000030952002-Medium0.366.76G2C2———00
ENSG0000030455902-Medium0.321.86G2C2———337717
HLA-DRB6.202-Medium0.322.21G2C2———332742
PFKFB3-AS102-Medium0.304.55G2C2———00

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.