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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.

FING00000034 · All tissues

Acute upper respiratory infections: 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: Respiratory infection

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_cell25.19Significant1.65e-491.31Specific1,2042,052
2T_cell17.77Significant1.65e-491.38Specific470959
3innate_lymphoid_cell_28.15Significant1.000.90Relevant38
4haematopoietic_progenitor_cell8.13Significant1.000.94Relevant262502
5B_cell6.59Significant1.000.99Relevant356694
6dendritic_cell3.30Nominal1.000.92Other496724
7hepatocyte3.14Nominal1.000.87Other1,5153,822
8granulocyte2.40Nonsignificant1.000.82Other56
9thymocyte1.23Nonsignificant1.000.82Other168512
10epithelial_cell1.05Nonsignificant1.000.79Other2447
11endothelial_cell0.48Nonsignificant1.000.71Other373974
12granulosa_cell0.45Nonsignificant1.000.69Other293670
13neuron0.44Nonsignificant1.000.70Other3301,328
14plasma_cell0.36Nonsignificant1.000.66Other1724
15schwann_cell0.18Nonsignificant1.000.70Other1057
16muscle_stem_cell0.11Nonsignificant1.000.56Other727
17melanocyte0.11Nonsignificant1.000.80Other97309
18mesothelial_cell0.09Nonsignificant1.000.57Other636
19macrophage0.08Nonsignificant1.000.58Other8131,732
20smooth_muscle_cell0.08Nonsignificant1.000.59Other27139
21monocyte0.07Nonsignificant1.000.52Other2,1763,871
22pericyte0.03Nonsignificant1.000.55Other128517
23adipose_stem_and_progenitor_cell0.01Nonsignificant1.000.43Other327954
24astrocyte0.01Nonsignificant1.000.44Other2561,203
25fibroblast0.01Nonsignificant1.000.46Other184826
26oligodendrocyte_precursor_cell7.43e-03Nonsignificant1.000.42Other4611,454
27adipocyte4.97e-03Nonsignificant1.000.53Other33111
28oligodendrocyte2.83e-03Nonsignificant1.000.37Other3851,507
29microglia1.22e-03Nonsignificant1.000.33Other61129
30platelet5.70e-04Nonsignificant—0.00Other85104
31chondrocyte5.36e-04Nonsignificant1.000.37Other5481,069
32induced_pluripotent_stem_cell1.39e-04Nonsignificant1.000.33Other00
33cardiomyocyte9.49e-05Nonsignificant1.000.31Other5332,045
34skeletal_muscle_cell3.95e-05Nonsignificant1.000.23Other9442,600

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1T.CD4_cytotoxic27.80Significant3.28e-092.38Specific8551,493
2T.CD8_Tem26.69Significant1.60e-493.05Specific1,0831,857
3T.CD4_Th1725.98Significant1.51e-082.36Specific421794
4T.CD8_Tcm25.94Significant8.04e-112.40Specific460926
5NK.natural_killer_cell25.19Significant——Specific1,2042,045
6T.gamma_delta22.62Significant1.77e-082.18Specific5881,078
7T.CD8_transitional22.03Significant9.25e-132.09Specific497932
8T.CD4_Tem20.60Significant8.02e-051.79Specific365697
9T.CD4_Tcm18.53Significant0.041.28Specific494988
10T.CD8_Trm18.45Significant0.131.26Specific211346
11T.CD4_transitional17.79Significant0.321.17Relevant48110
12T.MAIT17.31Significant0.071.36Specific469855
13T.CD4_Trm16.62Significant0.770.96Relevant176363
14DC.pDC16.01Significant2.03e-071.34Specific4961,028
15T.CD8_naive13.87Significant1.000.37Specific317708
16EPI.skin_keratinocyte_basal13.78Significant—2.99Specific1326
17T.CD4_Tfh13.76Significant0.910.82—4745
18T.CD4_naive12.71Significant1.000.15Specific399866
19T.CD4_Th29.96Significant—0.00Relevant12
20T.CD4_Treg8.53Significant1.004.95e-03Relevant244511
21DC.mig8.39Significant—0.93Relevant89156
22HEP.acute_phase8.17Significant2.58e-321.82Specific1,4413,641
23ILC2.innate_lymphoid_cell_28.15Significant———20
24HPC.haematopoietic_progenitor_cell8.13Significant——Relevant211370
25EPI.endocervical_secretory7.89Significant—1.46Other00
26B.naive6.98Significant0.051.38Specific307595
27B.memory6.53Significant1.000.87Relevant442882
28EPI.tracheal_suprabasal4.47Nominal0.301.33Other2956
29EPI.tracheal_basal4.39Nominal1.80e-041.49Other3981,120
30EPI.thymic_cortical3.87Nominal5.61e-031.47Other442824
31EPI.renal_proximal_tubule3.74Nominal1.68e-031.46Other525806
32EPI.ileal_goblet3.50Nominal7.34e-031.39Other181432
33GRANU.MAST3.28Nominal9.43e-042.06Other56
34EPI.alveolar_type_23.17Nominal2.90e-061.41Other8131,853
35EPI.skin_sweat_duct_keratinocyte2.95Nonsignificant0.261.23Other146301
36EPI.colonic_enteroendocrine2.73Nonsignificant—1.14Other11
37EPI.skin_interfollicular_spinous2.72Nonsignificant4.12e-031.33Other260563
38EPI.skin_sebaceous_duct_luminal2.63Nonsignificant0.311.20Other100249
39EPI.ectocervical_granular2.59Nonsignificant—0.84Other1123
40EPI.skin_keratinocyte_progenitor2.36Nonsignificant—0.98Other03
41DC.cDC12.34Nonsignificant0.851.01Other55112
42EPI.lung_club_secretory2.05Nonsignificant1.001.10Other514
43B.age_associated1.70Nonsignificant1.000.03Other207350
44HEP.periportal_metabolic1.45Nonsignificant1.000.60Other1,7504,427
45EC.lymphatic1.40Nonsignificant2.86e-041.34Other630998
46NEU.INH_PVALB1.39Nonsignificant6.97e-041.56Other193183
47EPI.esophageal_basal1.34Nonsignificant1.001.05Other410
48EPI.renal_thick_ascending_limb1.30Nonsignificant0.981.05Other4531,153
49NEU.INH_LAMP51.30Nonsignificant5.87e-031.54Other263532
50HEP.canalicular_transport1.26Nonsignificant1.000.48Other1,2903,434
51EPI.skin_keratinocyte_proliferating1.26Nonsignificant1.000.88Other4776
52EPI.esophageal_suprabasal1.23Nonsignificant1.001.03Other158404
53THYMO.thymocyte1.23Nonsignificant——Other163495
54B.germinal_center1.19Nonsignificant1.000.01Other233655
55EC.venous1.11Nonsignificant2.24e-151.33Other5161,387
56EPI.ileal_enterocyte_crypt1.10Nonsignificant1.000.95Other67113
57EPI.bile_duct_cholangiocyte1.06Nonsignificant1.000.84Other3760
58EPI.salivary_serous_acinar1.05Nonsignificant1.001.02Other233531
59EPI.lung_multiciliated0.89Nonsignificant1.000.82Other1649
60GRANU.neutrophil0.88Nonsignificant1.000.00Other1,2352,649
61MAC.microglia_like0.86Nonsignificant0.261.25Other124179
62PC.IgG_systemic0.76Nonsignificant0.151.22Other4160
63EPI.cervical_suprabasal0.63Nonsignificant—0.23Other1450
64EPI.renal_principal_cell0.61Nonsignificant1.000.77Other207403
65EPI.renal_immature_ureteric_bud0.56Nonsignificant1.000.71Other217569
66NEU.INH_VIP0.53Nonsignificant0.651.04Other241366
67EPI.salivary_mucous_acinar0.51Nonsignificant1.000.77Other6391,189
68EPI.salivary_myoepithelial0.45Nonsignificant2.90e-061.50Other191714
69GRNLSA.granulosa_cell0.45Nonsignificant——Other2570
70EPI.gastric_foveolar0.42Nonsignificant—0.08Other00
71EPI.salivary_duct_ion_transport0.37Nonsignificant1.000.71Other511
72EPI.ileal_bile_transport0.35Nonsignificant1.000.70Other6193
73EPI.pancreatic_islet0.32Nonsignificant1.000.82Other52132
74EPI.skin_follicular_keratinizing0.32Nonsignificant1.000.54Other3081
75PC.IgA_muocsal0.31Nonsignificant1.000.58Other1831
76DC.cDC20.29Nonsignificant1.000.00Other1,1891,793
77EPI.renal_intercalated_cell_type_A0.28Nonsignificant1.000.53Other67142
78EC.arterial0.26Nonsignificant1.000.96Other356885
79EPI.ileal_enterocyte_absorptive0.26Nonsignificant1.000.62Other118338
80EPI.thymic_medullary0.24Nonsignificant1.000.58Other26133
81NEU.EXC_SYT20.23Nonsignificant—0.00Other4077
82NEU.EXC_IT0.23Nonsignificant1.000.41Other411192
83MAC.resident_repair0.19Nonsignificant0.721.03Other7961,426
84EPI.skin_hair_follicle_companion0.19Nonsignificant—0.00Other812
85EPI.renal_intercalated_cell_type_B0.18Nonsignificant—0.00Other67
86SCHWN.schwann_cell0.18Nonsignificant——Other733
87FIB.lung_alveolar0.17Nonsignificant—2.12Other615
88MAC.resident_iron0.17Nonsignificant0.721.05Other1621
89EPI.salivary_duct_excretory0.16Nonsignificant1.000.56Other85180
90EC.capillary0.15Nonsignificant1.000.75Other5141,635
91FIB.hepatic_stellate_cell0.15Nonsignificant—2.10Other64252
92FIB.skin_neurosecretory0.14Nonsignificant—2.03Other00
93EPI.tracheal_submucosal_gland0.14Nonsignificant—0.00Other00
94EPI.renal_distal_tubule0.13Nonsignificant1.000.41Other133361
95EPI.salivary_intercalated_defense0.11Nonsignificant1.000.48Other81161
96MUSC.muscle_stem_cell0.11Nonsignificant——Other418
97MEL.melanocyte0.11Nonsignificant——Other79242
98HEP.pericentral_lipoprotein0.10Nonsignificant—0.00Other00
99MESO.mesothelial_cell0.09Nonsignificant——Other218
100EPI.pancreatic_ductal_mucinous0.09Nonsignificant1.000.46Other219430
101MONO.CD160.08Nonsignificant0.960.98Other1,3041,835
102EPI.pancreatic_ductal_bicarbonate0.08Nonsignificant1.000.51Other131548
103SMC.smooth_muscle_cell0.08Nonsignificant——Other20101
104MAC.LAM0.07Nonsignificant1.000.96Other9142,064
105MONO.CD140.07Nonsignificant0.960.92Other2,2944,139
106EPI.intrahepatic_cholangiocyte_transport0.06Nonsignificant—0.00Other1242
107FIB.skin_sheath0.06Nonsignificant0.991.10Other49118
108EPI.alveolar_type_10.05Nonsignificant1.000.44Other26101
109MAC.MDM0.04Nonsignificant1.000.86Other623986
110FIB.transitioning0.04Nonsignificant0.991.08Other172497
111EPI.hepatic_ductular_cholangiocyte0.04Nonsignificant1.000.37Other83243
112FIB.perivascular_interface0.04Nonsignificant0.991.09Other00
113EPI.skin_appendage_keratinocyte0.03Nonsignificant1.000.30Other87222
114PERI.pericyte0.03Nonsignificant——Other1170
115FIB.tracheal_subepithelial0.03Nonsignificant—1.00Other00
116NEU.EXC_CT0.02Nonsignificant1.000.07Other362384
117FIB.barrier_purinergic0.02Nonsignificant—1.03Other13
118EPI.skin_hair_follicle_bulge0.02Nonsignificant1.000.26Other51178
119MAC.kupffer0.02Nonsignificant0.261.19Other189530
120EPI.pancreatic_ductal_progenitor0.02Nonsignificant1.000.30Other234873
121NEU.EXC_NTNG10.02Nonsignificant—0.00Other00
122FIB.reticular0.02Nonsignificant0.990.95Other1987
123EPI.pancreatic_acinar0.02Nonsignificant1.000.37Other4291,475
124FIB.skin_tenogenic0.02Nonsignificant—1.20Other108227
125FIB.interstitial0.01Nonsignificant0.990.98Other288940
126EPI.colonic_tuft0.01Nonsignificant—0.00Other724
127ASPC.adipose_stem_and_progenitor_cell0.01Nonsignificant——Other324930
128ASTRO.astrocyte0.01Nonsignificant——Other2281,111
129EPI.colonocyte0.01Nonsignificant1.000.54Other294815
130FIB.skin_papillary0.01Nonsignificant—1.03Other00
131EPI.pancreatic_ductal_perivascular9.70e-03Nonsignificant1.000.26Other430
132OPC.oligodendrocyte_precursor_cell7.43e-03Nonsignificant——Other4131,269
133ADIPO.adipocyte4.97e-03Nonsignificant——Other2062
134FIB.suburothelial3.42e-03Nonsignificant0.990.86Other122432
135OLG.oligodendrocyte2.83e-03Nonsignificant——Other3841,397
136FIB.neurolectin_mucosa2.33e-03Nonsignificant0.990.81Other133394
137FIB.adventitial2.22e-03Nonsignificant0.990.91Other2681,447
138EPI.extrahepatic_cholangiocyte2.15e-03Nonsignificant—0.00Other3771
139MAC.proliferating1.80e-03Nonsignificant1.000.59Other87253
140MAC.alveolar1.65e-03Nonsignificant1.000.75Other1,4323,122
141MG.microglia1.22e-03Nonsignificant——Other490
142EC.liver_sinusoidal9.55e-04Nonsignificant1.000.47Other1,0831,925
143PLAT.platelet5.70e-04Nonsignificant—0.00Other3853
144FIB.barrier_secretory5.42e-04Nonsignificant0.990.79Other81228
145CHOND.chondrocyte5.36e-04Nonsignificant——Other519730
146MAC.resident_cardiac4.82e-04Nonsignificant1.000.46Other4851,074
147EC.heart_remodeling2.86e-04Nonsignificant1.000.26Other5691,594
148IPSC.induced_pluripotent_stem_cell1.39e-04Nonsignificant——Other00
149CM.cardiomyocyte9.49e-05Nonsignificant——Other5242,032
150SKM.type_2_fast6.46e-05Nonsignificant2.40e-051.22Other9722,639
151EPI.intrahepatic_cholangiocyte_defense1.16e-05Nonsignificant—0.00Other813
152SKM.type_1_slow5.68e-06Nonsignificant1.000.56Other9232,478

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1T.CD8_Tcm.NK_like35.89Significant0.141.69Relevant334581
2T.CD8_Tcm.gut_homing34.78Significant8.03e-052.59—380112
3NK.adaptive_immature_precursor30.35Significant1.12e-042.78—358111
4T.CD4_cytotoxic.NK_adapted29.40Significant0.411.63—8233
5T.CD4_cytotoxic.terminal_effector28.95Significant0.451.33—28621
6T.gamma_delta.central_memory28.72Significant2.13e-062.75Specific460919
7T.CD8_Tem.motility_primed28.69Significant0.161.70—2694
8T.CD8_Tem.TEMRA28.30Significant0.161.52—9201,088
9T.CD4_cytotoxic.precursor27.61Significant0.451.28—15667
10T.CD8_Tem.signaling_turnover27.50Significant0.181.52Relevant425683
11NK.adaptive_axis_baseline27.48Significant0.441.41—1,008153
12T.CD4_Th17.cytotoxic27.31Significant0.551.26—332123
13T.CD8_Tcm.effector_bias27.23Significant0.321.34Relevant199329
14T.CD8_Tem.stress_adapted27.19Significant0.820.87—607520
15NK.adaptive_HLAE_tuned26.71Significant0.151.67—1,124189
16NK.cytokine_vascular_patrolling26.60Significant0.981.09—86394
17T.CD4_cytotoxic.baseline26.37Significant0.491.13—00
18NK.adaptive_biosynthetic_primed26.07Significant0.980.92Relevant244405
19NK.cytokine_quiescent25.90Significant0.981.04Specific6231,062
20T.CD4_Th17.baseline25.64Significant0.551.11—515
21NK.cytokine_axis_baseline25.60Significant0.741.20—1,172116
22T.CD8_Tem.baseline25.37Significant0.820.84—458356
23T.CD4_Th17.migratory25.27Significant0.850.62Relevant1323
24NK.adaptive_classII_inhibitory25.14Significant0.151.85—880154
25T.CD8_transitional.Trm_primed25.05Significant0.131.51—10815
26T.CD8_Tem.early_helper_like24.60Significant0.860.64Specific445755
27T.CD4_Tem.long_term_memory24.56Significant7.03e-042.19Specific314587
28NK.adaptive_adipose_stress24.48Significant1.000.69—37439
29T.CD8_transitional.early24.26Significant0.071.58—32755
30T.CD4_cytotoxic.activated23.99Significant0.950.29Relevant31
31T.CD4_Tcm.effector_like23.85Significant1.66e-052.59Specific293533
32NK.cytokine_biosynthetic_primed23.52Significant1.000.49—36021
33NK.cytokine_tissue_activation23.06Significant1.000.46Relevant267450
34NK.cytokine_repair_primed22.50Significant0.980.95—26611
35NK.cytokine_lung_immediate_early22.48Significant1.000.52—424274
36T.CD8_naive.mito_proteostasis22.11Significant9.93e-062.96—428100
37T.CD4_Tfh.effector_migratory22.02Significant5.26e-031.84—12257
38T.CD8_Tcm.baseline21.83Significant1.000.52—9089
39NK.adaptive_terminal_cytotoxic21.36Significant1.000.16Relevant485802
40T.CD4_Tcm.secretory21.32Significant0.991.12—2011
41T.CD8_transitional.effector_primed21.29Significant0.700.98—435151
42T.CD4_naive.activated_stress21.04Significant1.49e-042.74—339429
43T.gamma_delta.early_effector20.91Significant0.980.76—890
44T.CD8_Trm.cytotoxic20.67Significant4.74e-031.97—16585
45T.CD4_Tem.cytotoxic_effector20.65Significant0.990.85Relevant225398
46T.CD4_Tcm.baseline20.24Significant1.001.05—6131
47NK.immature_bridge20.21Significant1.000.26—117122
48T.CD4_Tcm.tissue_homing20.17Significant0.601.36—7846
49T.CD8_Tcm.helper_like20.08Significant1.000.15Relevant81159
50T.CD4_Tcm.DC_interact19.89Significant0.601.47—7232
51T.MAIT.cytotoxic19.79Significant0.151.79—5215
52T.CD4_transitional.baseline19.67Significant0.411.44Relevant5997
53T.CD8_Trm.homeostatic19.26Significant0.501.28—425
54T.CD4_Trm.cytotoxic_effector19.06Significant0.481.51—11877
55T.CD4_Tcm.synapse_dynamics19.05Significant1.000.70—1510
56T.CD4_Tcm.retro_ZNF11718.99Significant0.981.20Relevant59
57T.MAIT.stress18.96Significant—0.48—00
58T.CD4_Tcm.Tfh_like18.94Significant0.601.35Relevant102214
59T.CD4_Tem.inflammatory18.80Significant0.990.45—286
60T.CD4_transitional.primed_cytotoxic18.77Significant0.411.37—2830
61T.CD8_transitional.APC_like18.64Significant1.000.19—20562
62T.MAIT.quiescent18.56Significant0.811.08—1005
63NK.cytokine_tissue_resident18.52Significant1.000.29—7482
64T.CD4_Tcm.RNA_control18.49Significant1.000.97—964
65T.CD4_Trm.helper_like18.19Significant0.821.09Relevant84147
66T.gamma_delta.cytotoxic_effector18.15Significant0.980.26—349109
67T.MAIT.migratory17.73Significant0.151.70—101
68T.CD8_Trm.muscosal_Tc1717.29Significant0.990.81Relevant1938
69T.CD4_Tem.transitional_CM17.27Significant0.990.28—3120
70T.CD4_Trm.metal_stress17.16Significant0.821.24Relevant3458
71T.CD4_Trm.stress_adaptive17.04Significant0.821.02—822
72T.CD4_transitional.tissue_enagement16.87Significant0.910.64Relevant511
73DC.pDC.poised_migratory16.80Significant0.221.87Relevant5495
74DC.pDC.immature_metabolic16.44Significant0.830.76Relevant78124
75T.CD4_Trm.baseline16.43Significant0.820.94—3121
76EPI.skin_keratinocyte_basal.spinous_transition16.38Significant—0.97—00
77T.MAIT.vesicle16.33Significant0.970.64Relevant3765
78T.MAIT.MAPK_brake16.25Significant0.970.34Relevant4466
79T.CD8_Trm.inflammatory16.16Significant0.990.23Relevant124176
80T.CD4_Tcm.regulatory_poised15.95Significant1.000.70—23
81T.CD4_Tcm.crosstalk_myeloid15.93Significant1.000.86—54
82T.CD8_Trm.dendritic_recruiter15.76Significant0.990.34Relevant4785
83EPI.skin_keratinocyte_basal.transit_amplifying15.61Significant—0.00Relevant00
84T.MAIT.early_activation15.31Significant0.970.33—574
85T.CD4_Tcm.APC_mimicry15.27Significant1.000.33—5443
86T.CD4_transitional.primed_helper_effector15.16Significant0.910.64Relevant1943
87T.CD4_Tcm.imprinted_splicing14.97Significant1.000.54Relevant617
88T.CD4_Tcm.stress14.96Significant1.000.34Relevant511
89T.CD4_Tcm.migratory_cilium14.91Significant1.000.19—510
90DC.pDC.baseline14.88Significant0.830.45Relevant88123
91HPC.MEP14.63Significant0.012.00Specific5991,195
92T.CD4_naive.purinergic14.34Significant0.861.22—491
93T.CD4_Tcm.Th2_like13.90Significant1.000.34Relevant2355
94T.CD8_naive.innate_like13.88Significant0.931.13—101
95T.CD8_naive.effector_transition13.85Significant0.930.73Relevant3562
96T.CD4_Trm.activated13.84Significant0.900.72—3226
97T.CD8_naive.vesicle_secretory13.78Significant0.931.32—420
98T.CD4_naive.neddylation_mitoprot13.67Significant0.171.57—9356
99T.CD8_transitional.stress13.53Significant—0.00—2434
100T.CD8_naive.baseline13.49Significant0.930.92—1422
101T.CD4_naive.homeostatic13.48Significant0.141.59—215108
102T.CD8_naive.cytokine_dampened13.44Significant0.930.68—714
103T.CD4_Trm.central_like13.34Significant0.990.36—3831
104T.CD8_naive.splicing_enriched13.30Significant0.930.67—12016
105T.CD4_Tfh.suppression_exhaustion13.20Significant0.921.06—02
106ILC2.quiescent12.97Significant—0.35—00
107T.CD4_naive.survival12.89Significant0.861.17Relevant1217
108T.CD4_naive.mature_mitoprot12.80Significant0.861.02Relevant212476
109T.CD4_naive.survival_neddylation12.74Significant1.000.67Relevant2638
110T.CD4_naive.neddylation12.68Significant0.861.06Relevant104222
111T.CD4_naive.survival_mitoprot12.67Significant0.861.10—137
112T.CD4_transitional.APC_interacting12.66Significant0.910.46—1014
113T.CD8_naive.nfkb_related12.66Significant0.930.69—10
114HEP.acute_phase.inflammatory12.52Significant1.88e-042.27Specific382649
115T.CD4_naive.mature12.34Significant1.000.54—211100
116T.CD4_Tfh.precursor_migratory12.21Significant1.000.77—7227
117T.CD4_Treg.central_naive_like12.16Significant6.35e-062.48—33345
118T.CD4_naive.resist_bystander12.15Significant1.000.74—4025
119T.CD4_Th2.tissue_adapted12.08Significant—0.97—00
120T.CD8_naive.lipid_synthesis11.63Significant0.930.38—64
121EPI.endocervical_secretory.secretory_translocon11.52Significant—0.67Relevant00
122EPI.skin_keratinocyte_basal.basement_anchoring11.28Significant—0.00Relevant00
123T.CD4_naive.proteostasis_mitoprot10.25Significant1.000.38Relevant1537
124T.CD4_Treg.Tr1_like10.17Significant—0.51—88
125T.CD4_naive.Treg_like9.84Significant1.000.25—12172
126HEP.acute_phase.baseline9.73Significant1.88e-042.10—94619
127T.CD4_naive.proteostasis9.49Significant1.000.13—149
128EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal9.00Significant—1.80Relevant00
129HPC.MPP_IEG8.63Significant0.940.97—4546
130T.CD4_Th2.precursor8.57Significant—0.00Relevant00
131B.naive.purinergic8.45Significant2.00e-041.93Specific384820
132DC.mig.baseline8.39Significant—0.00—10
133T.CD4_naive.gut_prone8.20Significant1.000.07—3570
134B.naive.remodeling7.99Significant0.411.35Relevant135230
135HPC.MPP_activated7.79Significant—0.29—00
136B.naive.proteostasis7.79Significant0.411.31Relevant4969
137B.memory.baseline7.53Significant6.46e-062.15—47299
138T.CD4_Treg.APC_interactive7.29Significant0.960.53—11828
139HEP.acute_phase.hypoxia_lipid7.25Significant—0.03Relevant00
140ILC2.activated6.88Significant—0.23—00
141B.memory.preactivated6.66Significant0.521.24—173174
142B.naive.receptor_recycle6.47Significant1.000.68—510
143B.naive.antigen_presenting_ready6.44Significant1.000.67Relevant4873
144B.naive.restrained6.14Significant1.000.60Relevant183353
145B.memory.pDC_imprint6.01Significant1.000.81—157103
146HEP.acute_phase.complement_antiviral5.99Significant1.000.30Relevant377751
147B.naive.baseline5.98Significant1.000.50Relevant1013
148HPC.GMP_inflammatory5.90Significant0.940.40—2010
149HEP.acute_phase.complement_metabolic5.90Significant1.000.09Relevant1,4233,464
150B.naive.metabolic5.82Significant1.000.94Other5079
151EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic5.79Significant—0.80Relevant00
152HEP.acute_phase.stress_secretory5.69Significant1.000.44Other263
153HPC.GMP_granulocytic5.61Significant—0.00Other33
154EPI.tracheal_suprabasal.transitional_wound5.58Significant—0.60Relevant161
155T.CD4_Treg.tissue_effector5.49Nominal0.960.36Other1613
156HPC.LMPP5.36Nominal0.940.42Other6531
157T.CD4_Tfh.canonical_GC_helper5.33Nominal1.000.00Other12
158EPI.salivary_myoepithelial.contractile_repair5.05Nominal—1.26Other39
159B.naive.activated4.81Nominal1.000.08Other77127
160EPI.skin_interfollicular_spinous.stress_oxidative4.81Nominal—1.66Other00
161EPI.tracheal_basal.homeostatic_progenitor4.71Nominal0.371.46Other28574
162HEP.acute_phase.proliferative4.70Nominal—0.00Other46
163EPI.skin_sweat_duct_keratinocyte.repair4.61Nominal—0.67Other00
164B.memory.activated4.48Nominal1.000.13Other10529
165B.memory.migratory4.34Nominal1.000.04Other123208
166EPI.ectocervical_granular.proliferative_basal4.28Nominal—1.15Other00
167EPI.skin_keratinocyte_progenitor.quiescent_stem_like4.24Nominal—1.15Other00
168EPI.colonic_enteroendocrine.Lcell_peptide4.14Nominal—0.97Other00
169EPI.renal_proximal_tubule.detox_antioxidant4.07Nominal3.07e-032.74Other39477
170EPI.thymic_cortical.baseline4.05Nominal0.530.99Other185386
171EPI.thymic_cortical.Notch_interface4.01Nominal—0.00Other82137
172EPI.ileal_goblet.stress_metallothionein3.98Nominal—0.78Other411
173ILC2.migratory3.95Nominal—0.00Other00
174EPI.tracheal_basal.activated_stress3.90Nominal0.970.05Other320
175DC.cDC1.homeostatic_inhibitory3.81Nominal—1.21Other00
176EPI.skin_interfollicular_spinous.proliferative3.73Nominal—1.01Other00
177HEP.periportal_metabolic.inflammatory_activated3.72Nominal1.16e-041.61Other7121,610
178GRANU.MAST.activated_repair3.70Nominal—0.24Other01
179EPI.ileal_goblet.inflammatory_mucin3.63Nominal0.640.82Other69
180EPI.alveolar_type_2.injury_primed3.62Nominal1.83e-032.32Other434245
181EPI.ileal_goblet.baseline3.61Nominal0.640.88Other162
182EPI.skin_sebaceous_duct_luminal.detox_repair3.56Nominal7.66e-032.20Other13794
183EPI.alveolar_type_2.baseline_surfactant3.53Nominal0.331.31Other649
184GRANU.MAST.activated_acute3.48Nominal—0.31Other00
185EPI.thymic_cortical.secretory_remodeling3.39Nominal—0.03Other41
186EPI.renal_proximal_tubule.onecarbon_peroxisome3.27Nominal0.920.28Other5889
187HEP.periportal_metabolic.stress_checkpoint3.12Nominal0.281.20Other234786
188EPI.skin_interfollicular_spinous.early_differentiation3.02Nominal0.451.48Other8919
189EPI.tracheal_suprabasal.secretory_immune2.94Nonsignificant—0.00Other00
190EPI.lung_club_secretory.canonical_surfactant2.94Nonsignificant—0.37Other74104
191EPI.skin_interfollicular_spinous.inflammatory2.91Nonsignificant—0.41Other00
192THYMO.CD8aa_IELp2.79Nonsignificant—1.28Other17
193EPI.skin_interfollicular_spinous.stress_UPR2.72Nonsignificant—0.15Other00
194EPI.alveolar_type_2.stress_response2.66Nonsignificant0.990.18Other6751,562
195EC.lymphatic.activated2.59Nonsignificant0.351.14Other4773
196EPI.skin_interfollicular_spinous.baseline2.59Nonsignificant1.000.75Other353
197EPI.skin_sweat_duct_keratinocyte.signal_gate2.56Nonsignificant—0.03Other4326
198B.age_associated.naive_transitional2.53Nonsignificant—0.29Other00
199GRANU.MAST.resting_granule2.50Nonsignificant—0.00Other00
200EPI.colonic_enteroendocrine.progenitor2.41Nonsignificant—0.00Other00
201EPI.skin_keratinocyte_proliferating.early_spinous_transition2.26Nonsignificant—0.87Other135290
202DC.cDC1.cross_presenting2.21Nonsignificant—0.00Other00
203THYMO.DP_early_stress2.12Nonsignificant—1.24Other00
204EPI.lung_club_secretory.ciliogenesis_primed2.06Nonsignificant—0.79Other00
205EPI.esophageal_suprabasal.proliferative_exit2.00Nonsignificant—1.35Other00
206HEP.periportal_metabolic.acute_phase_barrier1.99Nonsignificant0.281.20Other533138
207EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro1.99Nonsignificant—0.00Other00
208DC.cDC1.proliferative1.97Nonsignificant—0.00Other00
209NEU.INH_PVALB.serotonergic1.96Nonsignificant—0.92Other00
210EPI.skin_sebaceous_duct_luminal.ECM_remodelling1.95Nonsignificant1.000.00Other29
211EPI.lung_club_secretory.inflammatory1.95Nonsignificant—0.37Other00
212EPI.skin_interfollicular_spinous.upper_lipid1.94Nonsignificant—0.00Other66
213EC.lymphatic.tip_migratory1.94Nonsignificant0.351.16Other2337
214HPC.CLP_B_primed1.93Nonsignificant—0.00Other00
215DC.cDC1.activated1.92Nonsignificant—0.00Other00
216EPI.skin_sebaceous_duct_luminal.immune_interface1.89Nonsignificant—0.00Other00
217B.germinal_center.LZ_survival1.85Nonsignificant—0.79Other00
218NEU.INH_PVALB.chandelier1.81Nonsignificant0.181.61Other1916
219B.germinal_center.LZ_memory_precursor1.80Nonsignificant—0.37Other00
220NEU.INH_LAMP5.rosehip1.79Nonsignificant—1.34Other00
221EPI.skin_interfollicular_spinous.transition_basal1.79Nonsignificant1.000.00Other100127
222HEP.canalicular_transport.secretory_ERAD_UPR1.76Nonsignificant0.051.53Other23228
223THYMO.SP_CD8_naive1.76Nonsignificant2.61e-092.29Other297177
224B.age_associated.migratory1.76Nonsignificant0.610.95Other22
225EPI.ileal_goblet.immature1.73Nonsignificant—0.00Other00
226EPI.esophageal_suprabasal.basal_transitional1.68Nonsignificant0.081.82Other4467
227GRNLSA.proliferative_migratory1.68Nonsignificant0.021.45Other248292
228DC.cDC1.baseline1.67Nonsignificant—0.00Other00
229EPI.colonic_enteroendocrine.enterochromaffin_serotonin1.66Nonsignificant—0.00Other00
230THYMO.DN_preTCR1.65Nonsignificant0.121.53Other4171
231EPI.ileal_enterocyte_crypt.proliferative_G2M1.64Nonsignificant—0.70Other1954
232EPI.renal_thick_ascending_limb.cation_flux1.63Nonsignificant0.721.18Other5795
233EPI.skin_keratinocyte_progenitor.activated_stress1.61Nonsignificant—0.00Other00
234THYMO.SP_CD8_naive_stress1.61Nonsignificant0.551.21Other11
235NEU.INH_PVALB.metabotropic1.59Nonsignificant—0.52Other00
236PC.IgG_systemic.stress1.55Nonsignificant—1.02Other15
237HEP.canalicular_transport.inflammatory1.55Nonsignificant1.01e-031.59Other1,335194
238B.germinal_center.LZ_selection1.52Nonsignificant—0.73Other00
239EPI.ectocervical_granular.immune_interact1.52Nonsignificant—0.32Other00
240EPI.renal_thick_ascending_limb.canonical_salt_transporter1.51Nonsignificant0.720.96Other322317
241EPI.skin_sweat_duct_keratinocyte.barrier1.49Nonsignificant—0.00Other00
242MAC.microglia_like.inflammatory_chemokine1.45Nonsignificant—0.69Other2032
243EC.venous.baseline1.45Nonsignificant1.21e-041.48Other346807
244EPI.renal_thick_ascending_limb.remodeling1.40Nonsignificant0.721.20Other15292
245PC.IgG_systemic.interacting1.40Nonsignificant0.781.23Other00
246EPI.esophageal_basal.activated_progenitor1.39Nonsignificant0.331.28Other10
247EPI.bile_duct_cholangiocyte.secretory_mucin1.38Nonsignificant—0.46Other712
248EPI.ileal_enterocyte_crypt.secretory_precursor1.36Nonsignificant—0.56Other00
249EPI.ectocervical_granular.inflammatory1.35Nonsignificant—0.00Other00
250HEP.canalicular_transport.pericentral_like_hypoxia1.32Nonsignificant0.821.05Other3268
251EPI.renal_thick_ascending_limb.barrier_repair1.31Nonsignificant0.720.93Other141284
252NEU.INH_LAMP5.projecting1.31Nonsignificant—6.94e-17Other00
253THYMO.SP_CD8_transitional1.21Nonsignificant0.551.17Other3275
254NEU.INH_PVALB.neuromodulatory1.20Nonsignificant—0.00Other00
255NEU.INH_LAMP5.glial_interface1.20Nonsignificant—0.00Other00
256NEU.INH_PVALB.fastspike1.19Nonsignificant—0.00Other2422
257EPI.esophageal_basal.junctional_barrier1.18Nonsignificant—0.00Other00
258EPI.ileal_enterocyte_crypt.baseline1.17Nonsignificant0.531.14Other116
259EPI.salivary_serous_acinar.secretory_active1.16Nonsignificant4.61e-152.42Other24269
260B.age_associated.activated1.16Nonsignificant—0.00Other1822
261EPI.esophageal_suprabasal.proliferative_G2M1.15Nonsignificant—0.00Other00
262EPI.esophageal_suprabasal.differentiating_keratin1.15Nonsignificant0.590.91Other13161
263EC.lymphatic.baseline1.15Nonsignificant0.700.97Other3872
264EPI.lung_multiciliated.stress1.14Nonsignificant—0.42Other67165
265NEU.INH_LAMP5.exc_inh_balance1.11Nonsignificant—0.00Other462
266HEP.periportal_metabolic.canonical_urea_cycle1.09Nonsignificant1.000.91Other1,464269
267EPI.renal_principal_cell.intercalated_like1.07Nonsignificant0.012.06Other6366
268EPI.lung_multiciliated.mature_motile_cilia1.06Nonsignificant—0.89Other00
269EPI.ileal_enterocyte_crypt.proliferative_S1.05Nonsignificant0.531.32Other42
270GRANU.neutrophil.primed_degranulation1.03Nonsignificant—0.90Other00
271NEU.INH_VIP.cannabinoid1.01Nonsignificant—1.38Other00
272HEP.canalicular_transport.baseline1.00Nonsignificant1.000.60Other199477
273HEP.canalicular_transport.ductular_like_transition1.00Nonsignificant1.000.60Other40087
274NEU.INH_PVALB.nuclear_reg0.86Nonsignificant1.000.00Other2512
275THYMO.SP_CD4_naive0.86Nonsignificant1.000.40Other6575
276HEP.periportal_metabolic.apolipoprotein_secretory0.83Nonsignificant1.000.76Other43110
277EPI.renal_intercalated_cell_type_A.PC_transitional0.81Nonsignificant—1.13Other203407
278GRANU.neutrophil.antiviral_endotoxin0.81Nonsignificant—0.00Other00
279EPI.ileal_enterocyte_crypt.bile_transport0.80Nonsignificant0.880.56Other20
280GRANU.neutrophil.tissue_patrolling0.78Nonsignificant—0.00Other00
281EPI.esophageal_suprabasal.proliferative_S0.77Nonsignificant—0.00Other2641
282THYMO.DP_early0.77Nonsignificant1.000.34Other326313
283NEU.INH_VIP.canonical_disinhibitory0.75Nonsignificant0.131.46Other5938
284NEU.INH_VIP.regulatory_remodeling0.75Nonsignificant—0.72Other61
285EPI.bile_duct_cholangiocyte.inflammatory_APC0.75Nonsignificant—0.00Other20
286HEP.canalicular_transport.injury_stress0.72Nonsignificant1.000.41Other28924
287EC.venous.activated0.72Nonsignificant1.000.64Other247752
288NEU.INH_VIP.opioid0.71Nonsignificant—0.56Other509
289EC.venous.adipose_lipid0.71Nonsignificant1.000.72Other254476
290B.germinal_center.DZ_S_phase0.69Nonsignificant—0.00Other00
291EPI.ectocervical_granular.secretory_apocrine0.68Nonsignificant—0.00Other00
292EC.arterial.inflammatory0.67Nonsignificant0.221.15Other6350
293EC.lymphatic.valve0.66Nonsignificant—0.11Other00
294EPI.ileal_enterocyte_crypt.villus_transition0.64Nonsignificant—0.00Other710
295EPI.cervical_suprabasal.inflammatory_repair0.64Nonsignificant—0.00Other00
296EPI.cervical_suprabasal.secretory_vesicle0.62Nonsignificant—0.00Other00
297EPI.pancreatic_ductal_bicarbonate.stress0.62Nonsignificant—1.81Other1233
298MONO.CD14.repair_M2_like0.61Nonsignificant0.011.27Other5501,495
299EPI.renal_immature_ureteric_bud.defense_secretory0.60Nonsignificant0.351.37Other4576
300EPI.pancreatic_islet.beta0.58Nonsignificant0.161.26Other4257
301NEU.INH_VIP.excitatory_coupled0.58Nonsignificant—0.21Other130
302SCHWN.reactive_inflammatory0.57Nonsignificant—1.14Other00
303NEU.INH_VIP.serotonergic0.57Nonsignificant—0.04Other92
304EPI.renal_principal_cell.activated_acute0.57Nonsignificant0.950.81Other2959
305MAC.microglia_like.phagocytic_redox0.57Nonsignificant—0.00Other00
306EPI.renal_principal_cell.injury_repair0.57Nonsignificant0.950.87Other269
307EPI.lung_club_secretory.ciliogenesis_axoneme0.56Nonsignificant—0.00Other00
308DC.cDC2.pro_inflammatory0.56Nonsignificant0.561.07Other35
309EPI.endocervical_secretory.squamous_barrier0.55Nonsignificant—0.00Other00
310EPI.renal_immature_ureteric_bud.osmoprotective0.54Nonsignificant0.850.68Other12644
311DC.cDC2.antiviral0.54Nonsignificant0.561.04Other10037
312EPI.skin_hair_follicle_companion.activated_migratory0.54Nonsignificant—0.97Other00
313HEP.periportal_metabolic.urea_onecarbon_secretory0.53Nonsignificant1.000.33Other1,3323,053
314EPI.salivary_mucous_acinar.baseline0.51Nonsignificant——Other394683
315NEU.EXC_IT.callosal0.51Nonsignificant5.25e-041.79Other286119
316EPI.skin_keratinocyte_proliferating.detox_repair0.50Nonsignificant—0.00Other00
317HEP.periportal_metabolic.xenobiotic_detox0.50Nonsignificant1.000.31Other1,440139
318EPI.lung_multiciliated.baseline0.49Nonsignificant—0.00Other07
319EPI.renal_principal_cell.inflammatory0.49Nonsignificant0.950.67Other74157
320EC.venous.quiescent_homeostatic0.49Nonsignificant1.000.92Other456360
321PC.IgA_muocsal.activated0.48Nonsignificant0.031.29Other178
322EC.arterial.metabolic0.46Nonsignificant0.221.11Other195159
323EPI.skin_sweat_duct_keratinocyte.proliferative_S0.46Nonsignificant—0.00Other00
324PC.IgG_systemic.secretory0.44Nonsignificant0.781.03Other00
325GRNLSA.secretory_remodeling0.44Nonsignificant0.910.87Other9025
326MAC.resident_repair.antigen_presenting0.42Nonsignificant0.501.18Other244113
327EPI.gastric_foveolar.baseline0.42Nonsignificant—0.00Other00
328DC.cDC2.adhesion_signaling0.41Nonsignificant0.581.01Other359
329PC.IgG_systemic.metabolic0.40Nonsignificant0.920.56Other4663
330EC.venous.remodeling_stalk0.40Nonsignificant1.000.94Other559566
331MONO.CD14.cord_tolerance0.39Nonsignificant0.041.26Other864753
332EPI.renal_distal_tubule.stress0.37Nonsignificant—1.34Other00
333EPI.salivary_duct_ion_transport.baseline0.37Nonsignificant——Other00
334NEU.EXC_SYT2.synaptic0.37Nonsignificant—0.48Other00
335DC.cDC2.lipid_metabolic0.36Nonsignificant—0.55Other00
336EPI.thymic_medullary.stress_APC0.36Nonsignificant0.091.69Other24
337EPI.ileal_bile_transport.detox_transcytosis0.36Nonsignificant—0.00Other01
338EPI.thymic_medullary.proliferative_APC0.35Nonsignificant—0.75Other00
339EPI.skin_follicular_keratinizing.root_infundibulum0.35Nonsignificant—0.46Other00
340EPI.ileal_bile_transport.absorptive_xenobiotic0.35Nonsignificant0.540.89Other1112
341HEP.periportal_metabolic.stress_chaperone0.35Nonsignificant—0.00Other66128
342NEU.INH_VIP.LAMP5_hybrid0.35Nonsignificant—0.00Other19
343EPI.ileal_enterocyte_absorptive.villus_tip0.32Nonsignificant5.17e-052.82Other43
344EPI.skin_follicular_keratinizing.transit_amplifying0.31Nonsignificant—0.00Other2149
345EPI.skin_follicular_keratinizing.upper_infundibulum0.30Nonsignificant—0.00Other82
346EC.arterial.elastic0.30Nonsignificant0.491.03Other2245
347HEP.canalicular_transport.sterol_lipid_biosynthesis0.29Nonsignificant—0.00Other1020
348EC.capillary.stress0.29Nonsignificant9.79e-031.51Other4436
349NEU.INH_VIP.develop_niche0.29Nonsignificant—0.00Other00
350THYMO.proliferative_S0.29Nonsignificant1.000.04Other163418
351PC.IgA_muocsal.migratory0.27Nonsignificant0.901.00Other41
352MAC.resident_repair.lipid_phagocytic0.27Nonsignificant0.501.36Other228604
353NEU.INH_VIP.enkephalinergic0.27Nonsignificant—0.00Other00
354MEL.secretory_quiescent0.27Nonsignificant0.361.14Other1913
355DC.cDC2.migratory0.27Nonsignificant0.531.11Other18539
356SCHWN.translation_boost0.26Nonsignificant—0.08Other81
357EPI.renal_principal_cell.canonical_vasopressin0.26Nonsignificant0.990.13Other20
358EC.arterial.mito_contact0.25Nonsignificant0.491.01Other145
359EC.capillary.postcap_venule0.24Nonsignificant0.131.32Other355261
360NEU.INH_VIP.matrix0.23Nonsignificant—0.00Other2477
361EPI.skin_keratinocyte_proliferating.anchor_remodel0.22Nonsignificant—0.00Other00
362NEU.EXC_IT.guidance0.22Nonsignificant1.000.87Other27463
363NEU.EXC_IT.structural0.22Nonsignificant1.000.90Other17141
364MAC.resident_iron.stress_tolerogenic0.22Nonsignificant—0.51Other00
365MESO.secretory_structural0.22Nonsignificant—0.56Other00
366MAC.resident_iron.APC_iron_sensing0.22Nonsignificant0.531.25Other211114
367FIB.lung_alveolar.stress_interacting0.22Nonsignificant—0.97Other00
368NEU.EXC_IT.neuromodulated0.21Nonsignificant1.000.79Other176116
369EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit0.21Nonsignificant—1.14Other00
370B.germinal_center.DZ_M_phase0.21Nonsignificant—0.00Other00
371EPI.ileal_enterocyte_absorptive.brush_border0.20Nonsignificant1.000.00Other5801,717
372PC.IgA_muocsal.plasmablast0.19Nonsignificant0.900.92Other54
373EC.arterial.homeostatic0.19Nonsignificant0.491.01Other243
374EPI.salivary_duct_excretory.baseline0.19Nonsignificant0.071.86Other2357
375MUSC.activated_migratory0.19Nonsignificant0.531.31Other67
376EPI.renal_intercalated_cell_type_B.baseline0.18Nonsignificant—0.00Other31
377EPI.hepatic_ductular_cholangiocyte.acute_phase_complement0.18Nonsignificant—0.27Other00
378FIB.hepatic_stellate_cell.contractile0.17Nonsignificant—0.32Other00
379EPI.salivary_intercalated_defense.canonical_antimicrobial0.17Nonsignificant4.10e-041.91Other1122
380GRNLSA.stress_metabolic0.17Nonsignificant—0.00Other12
381PC.IgA_muocsal.baseline0.17Nonsignificant0.970.75Other35
382EC.capillary.migratory0.17Nonsignificant1.000.97Other181509
383EPI.thymic_medullary.canonical_alarmin0.17Nonsignificant0.860.56Other817
384EC.arterial.ion_pump0.17Nonsignificant0.191.27Other32
385EPI.tracheal_submucosal_gland.acinar_serous0.16Nonsignificant—0.42Other00
386MEL.dedifferentiated_migratory0.16Nonsignificant—0.08Other00
387GRNLSA.chemokine_mechanosensory0.16Nonsignificant0.910.66Other10
388EC.capillary.angiogenic_tip0.16Nonsignificant0.341.25Other186218
389EPI.renal_thick_ascending_limb.salt_sensing0.16Nonsignificant1.000.00Other73103
390EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling0.16Nonsignificant—1.15Other00
391MAC.kupffer.monocyte_like0.16Nonsignificant—0.70Other00
392MUSC.quiescent_reservoir0.16Nonsignificant0.531.27Other28
393MONO.CD16.hepatic_mac_like0.15Nonsignificant0.261.21Other803117
394EPI.salivary_myoepithelial.junctional_transport0.15Nonsignificant0.731.26Other66121
395FIB.hepatic_stellate_cell.inflammatory0.15Nonsignificant—0.00Other00
396GRNLSA.lipid_hypoxia0.15Nonsignificant0.910.75Other280
397EPI.renal_distal_tubule.ciliated_remodelling0.15Nonsignificant—0.67Other00
398MAC.resident_repair.chemokine_angiocrine0.15Nonsignificant0.920.91Other87138
399MONO.CD14.APC_like0.15Nonsignificant0.211.10Other1,6862,493
400FIB.skin_neurosecretory.baseline0.14Nonsignificant—0.00Other00
401EPI.thymic_medullary.hormone_xeno_barrier0.14Nonsignificant—0.00Other08
402NEU.INH_VIP.nuclear_reg0.14Nonsignificant—0.00Other204
403EPI.pancreatic_ductal_mucinous.proliferative_gastric_like0.14Nonsignificant—0.98Other00
404MONO.CD16.baseline0.14Nonsignificant0.541.09Other501
405MONO.CD16.inflammatory0.14Nonsignificant0.261.19Other1,640168
406EPI.skin_hair_follicle_bulge.anagen_growth0.13Nonsignificant—1.80Other00
407GRNLSA.cholesterol_mevalonate0.13Nonsignificant0.910.63Other94
408MESO.baseline0.13Nonsignificant0.341.15Other06
409EPI.renal_intercalated_cell_type_A.acid_secretion0.13Nonsignificant1.000.00Other126
410FIB.lung_alveolar.mito_secretory0.13Nonsignificant—0.00Other00
411EPI.pancreatic_acinar.stress0.13Nonsignificant0.921.07Other2828
412EC.arterial.arteriole_gas_exchange0.13Nonsignificant0.411.05Other238131
413MAC.resident_iron.heme_catabolism0.13Nonsignificant0.720.82Other3051
414FIB.hepatic_stellate_cell.fibrogenic0.13Nonsignificant—0.00Other00
415EPI.skin_sweat_duct_keratinocyte.proliferative_G2M0.12Nonsignificant—0.00Other00
416EC.capillary.angiocrine0.12Nonsignificant1.000.62Other250630
417FIB.skin_sheath.stress_chaperone0.12Nonsignificant—0.00Other00
418MONO.CD14.inflammatory0.12Nonsignificant0.511.16Other92134
419EPI.skin_appendage_keratinocyte.sebaceous_apocrine0.12Nonsignificant—0.90Other3982
420EC.capillary.baseline0.11Nonsignificant1.000.71Other246560
421MAC.LAM.inflammatory_APC0.11Nonsignificant1.70e-031.28Other872165
422EPI.tracheal_submucosal_gland.ductal_luminal0.11Nonsignificant—0.00Other00
423EPI.salivary_duct_excretory.stress0.10Nonsignificant1.000.00Other3368
424EPI.pancreatic_ductal_bicarbonate.baseline0.10Nonsignificant1.000.97Other1142
425SMC.metabolic0.10Nonsignificant0.321.20Other1440
426HEP.pericentral_lipoprotein.ApoB_coagulation0.10Nonsignificant—0.67Other00
427HEP.pericentral_lipoprotein.UPR_redox0.09Nonsignificant—0.00Other00
428EC.arterial.arteriole_interface0.09Nonsignificant0.990.83Other3112
429MAC.resident_iron.redox_metabolic0.09Nonsignificant0.531.13Other44
430MAC.microglia_like.patrolling_adhesive0.09Nonsignificant—0.00Other00
431EPI.colonocyte.secretory_boost0.09Nonsignificant0.701.20Other9891
432EC.capillary.activated0.09Nonsignificant1.000.82Other25
433MAC.MDM.complement_resolving0.09Nonsignificant0.471.10Other440860
434DC.cDC2.tolerogenic_regulatory0.08Nonsignificant0.531.13Other444
435EC.capillary.inflammatory0.08Nonsignificant1.000.61Other2751
436EPI.pancreatic_islet.alpha0.08Nonsignificant—0.00Other152330
437THYMO.proliferative_G2M0.08Nonsignificant—0.00Other164413
438EC.lymphatic.scavenger0.07Nonsignificant1.000.50Other203257
439MAC.resident_repair.stress_iron0.07Nonsignificant0.751.09Other4897
440GRNLSA.EMT_insulin_signaling0.07Nonsignificant0.910.66Other4784
441FIB.perivascular_interface.vasomotor_tone0.07Nonsignificant—1.21Other00
442FIB.transitioning.ISG_primed_interface0.07Nonsignificant—0.56Other1780
443SMC.contractile0.07Nonsignificant0.840.84Other80588
444EPI.renal_distal_tubule.repair0.07Nonsignificant—0.13Other34102
445EPI.salivary_intercalated_defense.inflammatory0.07Nonsignificant0.940.51Other152360
446MAC.resident_iron.heme_recycling0.07Nonsignificant—0.00Other3037
447SMC.activated0.07Nonsignificant0.840.87Other25
448EPI.skin_hair_follicle_companion.bulge_anchor_signaling0.06Nonsignificant—0.00Other00
449PERI.inflammatory0.06Nonsignificant0.331.06Other4077
450EPI.alveolar_type_1.baseline0.06Nonsignificant0.101.76Other80
451PERI.baseline0.06Nonsignificant0.331.10Other3966
452MAC.resident_repair.ECM_stromal_crosstalk0.05Nonsignificant0.980.56Other95158
453EPI.pancreatic_ductal_bicarbonate.repair_actin_junction0.05Nonsignificant—0.51Other00
454EPI.pancreatic_acinar.inflammatory_regenerative0.05Nonsignificant0.921.11Other25113
455MUSC.baseline0.05Nonsignificant0.910.85Other00
456MAC.LAM.antimicrobial0.05Nonsignificant1.001.00Other38993
457EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump0.05Nonsignificant1.000.93Other40191
458FIB.reticular.immune_interface0.05Nonsignificant—0.00Other16
459MAC.LAM.lipid_opsonization0.05Nonsignificant1.000.85Other4514
460MONO.CD14.remodeling0.04Nonsignificant1.000.87Other2,373295
461FIB.perivascular_interface.vascular_BM_remodelling0.04Nonsignificant—0.16Other00
462MESO.activated_migratory0.04Nonsignificant—0.00Other00
463EPI.pancreatic_ductal_mucinous.remodeling_channel_rich0.04Nonsignificant—0.00Other00
464EPI.pancreatic_ductal_mucinous.mucin_rich_barrier0.04Nonsignificant1.000.00Other4491,034
465EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion0.04Nonsignificant—0.97Other53
466NEU.EXC_CT.Ca2_sensor0.04Nonsignificant—1.05Other00
467FIB.barrier_purinergic.lipid_secretory0.04Nonsignificant—0.48Other00
468MAC.MDM.APC_dendritic0.04Nonsignificant0.121.21Other4815
469EPI.salivary_myoepithelial.activated0.04Nonsignificant1.000.51Other85281
470FIB.interstitial.immune_interact0.04Nonsignificant0.611.13Other121
471EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic0.03Nonsignificant—0.90Other00
472ASPC.activated0.03Nonsignificant0.271.19Other164162
473NEU.EXC_IT.adhesion0.03Nonsignificant1.000.12Other252108
474ASTRO.homeostatic0.03Nonsignificant0.311.20Other200431
475NEU.EXC_IT.transitional0.03Nonsignificant1.000.13Other237142
476DC.cDC2.monocyte_like0.03Nonsignificant1.000.58Other1,285791
477FIB.transitioning.matrix_stress0.03Nonsignificant—0.25Other47138
478MONO.CD14.baseline0.03Nonsignificant1.000.59Other2,26876
479MUSC.early_activation0.03Nonsignificant0.910.38Other432
480NEU.EXC_NTNG1.nuclear_reg0.03Nonsignificant—0.67Other00
481EPI.hepatic_ductular_cholangiocyte.polarity0.03Nonsignificant—0.27Other00
482FIB.skin_sheath.neuro_vascular_interface0.03Nonsignificant—0.44Other00
483NEU.EXC_CT.projector0.03Nonsignificant0.291.24Other8726
484FIB.tracheal_subepithelial.baseline0.03Nonsignificant—0.00Other00
485FIB.interstitial.mesenchymal_regulator0.02Nonsignificant0.771.12Other44
486EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo0.02Nonsignificant—0.00Other00
487MAC.MDM.LAM_like0.02Nonsignificant0.850.95Other1214
488EPI.alveolar_type_1.activated0.02Nonsignificant—0.00Other00
489NEU.EXC_CT.remodeling0.02Nonsignificant—0.15Other231
490MONO.CD16.platelet_bound0.02Nonsignificant0.631.03Other372508
491EC.arterial.angiogenic_tip0.02Nonsignificant—0.00Other3037
492MESO.antiviral0.02Nonsignificant—0.00Other38
493OLG.regulatory_activated0.02Nonsignificant0.571.13Other196614
494NEU.EXC_SYT2.nuclear_reg0.02Nonsignificant—0.00Other00
495EPI.hepatic_ductular_cholangiocyte.stress0.02Nonsignificant—0.24Other00
496FIB.reticular.ECM_builder0.02Nonsignificant—0.60Other00
497EPI.pancreatic_ductal_progenitor.baseline0.02Nonsignificant0.630.92Other179702
498EPI.skin_hair_follicle_companion.gap_junction_contractile0.02Nonsignificant—0.00Other00
499EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate0.02Nonsignificant—0.16Other00
500EPI.skin_appendage_keratinocyte.ductal_barrier_detox0.02Nonsignificant0.750.79Other3334
501EPI.salivary_myoepithelial.baseline0.02Nonsignificant1.000.08Other42141
502EPI.renal_distal_tubule.immune_modulatory0.02Nonsignificant—0.00Other00
503PERI.angiocrine0.02Nonsignificant0.331.06Other93102
504FIB.skin_tenogenic.baseline0.02Nonsignificant—0.00Other02
505EPI.skin_hair_follicle_bulge.niche_crosstalk0.02Nonsignificant—0.00Other2988
506FIB.transitioning.secretory_procollagen0.02Nonsignificant—0.00Other00
507FIB.skin_sheath.ECM_immune0.02Nonsignificant—0.00Other00
508EPI.skin_appendage_keratinocyte.ductal_immune_interacting0.02Nonsignificant0.750.80Other716
509EPI.colonic_tuft.homeostatic0.02Nonsignificant—0.42Other00
510ASPC.niche_keeping_progenitor0.02Nonsignificant1.001.07Other52219
511ASTRO.synaptic_interaction0.01Nonsignificant1.000.98Other76334
512EPI.hepatic_ductular_cholangiocyte.secretory_transport0.01Nonsignificant—0.00Other00
513ADIPO.hypoxia_remodelling0.01Nonsignificant—0.63Other29105
514IPSC.neuroendocrine_primed0.01Nonsignificant—2.82Other00
515EPI.colonocyte.distal_absorptive0.01Nonsignificant—1.44Other00
516EPI.pancreatic_ductal_progenitor.ciliated_transport0.01Nonsignificant—0.00Other105368
517EPI.pancreatic_ductal_bicarbonate.inflammatory0.01Nonsignificant1.000.92Other1432
518GRNLSA.p53_damage0.01Nonsignificant—0.00Other1310
519ASTRO.immature_lipid0.01Nonsignificant1.001.08Other23113
520MONO.CD16.patrolling0.01Nonsignificant1.000.13Other797216
521OPC.proliferative_immune_interact0.01Nonsignificant0.541.06Other180373
522ASPC.secretory0.01Nonsignificant1.000.95Other765
523EPI.renal_distal_tubule.ion_transport0.01Nonsignificant—0.00Other00
524OPC.premyelinating0.01Nonsignificant0.151.16Other18512
525EPI.pancreatic_ductal_perivascular.baseline0.01Nonsignificant0.541.02Other15
526FIB.interstitial.remodeling0.01Nonsignificant0.911.03Other319
527ASPC.baseline0.01Nonsignificant1.000.95Other363170
528NEU.EXC_NTNG1.synaptic0.01Nonsignificant—0.00Other00
529ASPC.preadipocyte_lipid_primed0.01Nonsignificant1.000.92Other331129
530NEU.EXC_CT.Ca2_signaling0.01Nonsignificant—0.00Other6817
531MAC.alveolar.capillary_interacting0.01Nonsignificant0.221.37Other113181
532FIB.skin_papillary.baseline0.01Nonsignificant—0.00Other00
533FIB.transitioning.motility_remodelling9.90e-03Nonsignificant—0.00Other00
534FIB.adventitial.adhesion_lipid9.74e-03Nonsignificant1.001.05Other58209
535FIB.reticular.stromal_niche9.15e-03Nonsignificant0.740.74Other00
536IPSC.endoderm_primed8.17e-03Nonsignificant0.311.19Other00
537EPI.colonic_tuft.activated8.17e-03Nonsignificant—0.00Other00
538FIB.adventitial.inflammatory_activated8.12e-03Nonsignificant1.001.04Other100473
539FIB.suburothelial.inflammatory_prostanoid7.85e-03Nonsignificant—0.95Other00
540ASTRO.A2_reactive7.70e-03Nonsignificant1.000.84Other1037
541FIB.perivascular_interface.lipid_shuttle7.29e-03Nonsignificant—0.00Other51170
542ASPC.inflammatory7.17e-03Nonsignificant1.000.96Other2161
543EPI.skin_appendage_keratinocyte.transit_amplifying7.09e-03Nonsignificant—0.00Other109358
544MEL.neurotrophic_migratory7.06e-03Nonsignificant—1.31Other00
545ASTRO.stress_mito7.05e-03Nonsignificant1.000.93Other47110
546MESO.activated_stress6.82e-03Nonsignificant—0.00Other00
547EPI.pancreatic_ductal_perivascular.protective_antioxidant6.82e-03Nonsignificant—0.00Other1169
548EPI.skin_hair_follicle_bulge.quiescent6.34e-03Nonsignificant0.830.69Other5669
549ASPC.adipocyte_capillary_interface6.18e-03Nonsignificant1.000.85Other2154
550EC.venous.cardiac_structural6.05e-03Nonsignificant1.000.03Other102229
551EPI.pancreatic_ductal_progenitor.ADM_like5.86e-03Nonsignificant—0.00Other00
552OLG.stress5.69e-03Nonsignificant0.671.06Other2328
553FIB.reticular.stress_metallothionein5.60e-03Nonsignificant—0.00Other332
554MAC.LAM.anti_inflammatory5.45e-03Nonsignificant1.000.46Other86132
555MAC.MDM.inflammatory_phagocytic5.21e-03Nonsignificant0.920.77Other19952
556EPI.pancreatic_ductal_bicarbonate.activated4.96e-03Nonsignificant1.000.62Other107
557FIB.suburothelial.urothelial_interface4.90e-03Nonsignificant0.971.05Other98
558EPI.salivary_serous_acinar.quiescent4.89e-03Nonsignificant1.000.00Other178493
559MONO.CD14.platelet_bound4.75e-03Nonsignificant1.000.71Other964176
560EC.liver_sinusoidal.prostanoid4.55e-03Nonsignificant—0.85Other1164
561EPI.pancreatic_ductal_bicarbonate.junctional_remodel3.92e-03Nonsignificant—0.00Other49237
562DC.cDC2.proliferative3.91e-03Nonsignificant—0.00Other3971
563EPI.extrahepatic_cholangiocyte.barrier_interface3.90e-03Nonsignificant—0.73Other00
564CHOND.remodeling3.54e-03Nonsignificant—0.76Other50
565MAC.resident_cardiac.inflammatory_reparative3.48e-03Nonsignificant0.341.16Other3196
566EC.liver_sinusoidal.inflammatory3.32e-03Nonsignificant—0.31Other223154
567EPI.salivary_serous_acinar.seromucous_like3.11e-03Nonsignificant—0.00Other00
568FIB.neurolectin_mucosa.axon_responsive3.03e-03Nonsignificant0.591.17Other1010
569FIB.suburothelial.contractile_myofibroblast3.00e-03Nonsignificant—0.09Other90
570EPI.salivary_intercalated_defense.basal_EMT2.91e-03Nonsignificant—0.00Other00
571MAC.kupffer.inflammatory2.50e-03Nonsignificant—0.27Other74
572FIB.neurolectin_mucosa.nerve_interface2.47e-03Nonsignificant—0.29Other40
573FIB.interstitial.mesenchymal_APC2.46e-03Nonsignificant0.990.79Other8133
574MAC.proliferating.DNA_replication2.37e-03Nonsignificant0.311.17Other36
575OLG.regulatory2.30e-03Nonsignificant1.000.99Other35373
576EPI.pancreatic_islet.delta2.30e-03Nonsignificant—0.00Other00
577EPI.hepatic_ductular_cholangiocyte.barrier_chemokine2.26e-03Nonsignificant—0.00Other69
578FIB.neurolectin_mucosa.remodeling_repair2.26e-03Nonsignificant—0.26Other42
579MG.phagocytic_APC2.04e-03Nonsignificant0.731.01Other258
580EC.heart_remodeling.activated_acute2.02e-03Nonsignificant1.32e-041.31Other102186
581EPI.pancreatic_acinar.quiet_dedifferentiation1.99e-03Nonsignificant1.000.90Other142171
582EPI.colonocyte.goblet_interface1.94e-03Nonsignificant—0.63Other1121
583MAC.kupffer.stress1.78e-03Nonsignificant0.451.08Other93
584EPI.colonocyte.proximal_transport1.64e-03Nonsignificant0.931.00Other2412
585FIB.neurolectin_mucosa.inflammatory1.55e-03Nonsignificant0.640.93Other52110
586GRNLSA.angiocrine_mechanosensory1.53e-03Nonsignificant—0.00Other00
587MG.expanding1.51e-03Nonsignificant0.241.26Other21
588FIB.interstitial.lipid_matrix1.16e-03Nonsignificant0.990.79Other258191
589CHOND.articular_collagen1.09e-03Nonsignificant0.661.06Other551266
590ADIPO.thermogenic1.02e-03Nonsignificant—0.78Other00
591FIB.barrier_secretory.homeostasis9.14e-04Nonsignificant—0.60Other00
592PLAT.adhesion9.00e-04Nonsignificant—0.48Other00
593MAC.LAM.perivascular_angiocrine7.76e-04Nonsignificant—0.00Other53138
594ASTRO.neuromodulatory7.40e-04Nonsignificant1.000.51Other34172
595ASPC.remodeling7.08e-04Nonsignificant1.001.03Other106354
596MG.baseline6.69e-04Nonsignificant0.980.67Other165
597MAC.resident_cardiac.antigen_presenting6.23e-04Nonsignificant0.341.14Other5227
598MAC.proliferating.stress5.79e-04Nonsignificant—0.00Other87136
599EPI.colonocyte.ionocyte_BEST45.71e-04Nonsignificant0.931.06Other103188
600ASTRO.A1_reactive5.53e-04Nonsignificant1.000.60Other433394
601OLG.myelinating_mature5.48e-04Nonsignificant1.000.90Other36394
602MAC.alveolar.scavenging_endocytic5.17e-04Nonsignificant—0.12Other140283
603EPI.extrahepatic_cholangiocyte.mucin_secretory5.05e-04Nonsignificant—0.00Other00
604IPSC.mesodermal_primed4.95e-04Nonsignificant1.001.08Other00
605ASTRO.hypoxia_angiogenic4.90e-04Nonsignificant1.000.55Other518
606EC.heart_remodeling.angiocrine4.75e-04Nonsignificant0.261.08Other182525
607FIB.suburothelial.homeostasis_matrix4.38e-04Nonsignificant1.000.00Other258921
608MAC.LAM.lipid_phagocytosis4.09e-04Nonsignificant1.000.20Other369328
609EPI.colonocyte.crypt_progenitor3.58e-04Nonsignificant0.990.73Other115265
610MAC.alveolar.lipid_autophagy3.38e-04Nonsignificant—0.45Other3544
611ASTRO.stress_acute3.22e-04Nonsignificant1.000.48Other6056
612ASPC.proliferative2.95e-04Nonsignificant1.000.36Other3385
613ASPC.stem_like_progenitor2.59e-04Nonsignificant1.000.58Other300842
614MAC.alveolar.stress_metabolic2.52e-04Nonsignificant0.800.96Other116148
615FIB.adventitial.PI16_matrix2.26e-04Nonsignificant1.000.96Other7090
616OLG.vesicle_trafficking2.07e-04Nonsignificant1.000.95Other12410
617CM.baseline2.00e-04Nonsignificant0.241.03Other3930
618MAC.alveolar.inflammatory1.80e-04Nonsignificant0.850.77Other208312
619MEL.stress_glucocorticoid1.74e-04Nonsignificant0.950.82Other1134
620MAC.kupffer.tolerogenic1.73e-04Nonsignificant—0.00Other4549
621CM.contractile_oxphos1.66e-04Nonsignificant0.851.05Other619
622FIB.interstitial.stress_secretory1.35e-04Nonsignificant0.990.45Other9256
623EPI.pancreatic_ductal_bicarbonate.barrier_mucin1.14e-04Nonsignificant1.000.15Other219533
624OPC.homeostatic1.04e-04Nonsignificant1.000.18Other394160
625ASPC.mesothelial_like9.03e-05Nonsignificant1.000.22Other143486
626PERI.cardiac_skeletal8.83e-05Nonsignificant1.000.16Other313630
627CM.anti_inflammatory8.67e-05Nonsignificant0.241.05Other4241,503
628EPI.colonocyte.junction_remodeling8.33e-05Nonsignificant0.990.59Other218305
629IPSC.neural_primed8.24e-05Nonsignificant1.001.01Other00
630CM.osmoprotection8.09e-05Nonsignificant0.851.04Other3457
631EC.heart_remodeling.remodeling_stalk7.91e-05Nonsignificant0.771.03Other33111
632SKM.type_2_fast.glycolytic_IIx_IIb7.75e-05Nonsignificant0.341.12Other5651,482
633FIB.barrier_purinergic.stress_GF_binding7.72e-05Nonsignificant—0.00Other00
634SCHWN.axon_contact_cardiac6.03e-05Nonsignificant0.990.24Other1863
635MEL.mature_oxidative_traffic5.71e-05Nonsignificant0.950.67Other247285
636SKM.type_2_fast.oxidative_IIa5.69e-05Nonsignificant0.431.03Other94656
637MAC.alveolar.biosynthetic_sterol_heme5.25e-05Nonsignificant0.801.00Other34740
638IPSC.stress4.56e-05Nonsignificant1.001.07Other00
639EC.heart_remodeling.remodeling_secretory4.45e-05Nonsignificant0.771.03Other6051,341
640MAC.resident_cardiac.phagocytic_homeostasis4.17e-05Nonsignificant1.000.78Other5641,221
641CHOND.activated_fibro_like4.13e-05Nonsignificant0.980.81Other531188
642MAC.kupffer.metabolic3.56e-05Nonsignificant—0.00Other2536
643OLG.myelinating_stress3.36e-05Nonsignificant1.000.67Other23262
644CHOND.angiogenic2.95e-05Nonsignificant—0.61Other00
645FIB.barrier_secretory.remodeling2.59e-05Nonsignificant—0.00Other00
646CM.sarcomere_actin_interface2.41e-05Nonsignificant0.850.99Other45078
647EPI.pancreatic_acinar.baseline2.28e-05Nonsignificant1.000.70Other274163
648IPSC.mesendo_primed2.23e-05Nonsignificant1.001.00Other00
649EPI.intrahepatic_cholangiocyte_defense.raft_maturation2.19e-05Nonsignificant—0.00Other00
650EC.liver_sinusoidal.secretory_lipoprotein1.94e-05Nonsignificant0.710.91Other12070
651IPSC.canonical_pluripotent1.77e-05Nonsignificant1.001.00Other00
652EPI.intrahepatic_cholangiocyte_transport.mucin_secretory1.61e-05Nonsignificant—0.00Other00
653EPI.hepatic_ductular_cholangiocyte.ion_transport1.54e-05Nonsignificant—0.00Other00
654CHOND.pro_inflammatory1.51e-05Nonsignificant0.980.78Other181351
655IPSC.midbrain_primed1.43e-05Nonsignificant1.001.03Other00
656EC.liver_sinusoidal.hypoxia_metabolic1.17e-05Nonsignificant0.710.92Other183107
657CM.mechano_activated9.80e-06Nonsignificant0.851.00Other205134
658CM.oxidative_phospho9.17e-06Nonsignificant0.851.00Other266792
659MAC.kupffer.fibrogenic8.80e-06Nonsignificant—0.00Other00
660SKM.type_1_slow.contractile8.46e-06Nonsignificant0.571.14Other5968
661EC.heart_remodeling.perivascular5.49e-06Nonsignificant0.930.81Other124408
662CM.mito_proteostasis5.16e-06Nonsignificant0.851.01Other32929
663IPSC.mesenchymal_primed4.45e-06Nonsignificant1.000.94Other00
664SKM.type_1_slow.oxidative4.18e-06Nonsignificant0.570.96Other802251
665CM.inflammatory3.85e-06Nonsignificant—1.32Other00
666PLAT.megakaryocytic3.35e-06Nonsignificant—0.00Other00
667EC.heart_remodeling.translation_boost3.31e-06Nonsignificant—0.49Other00
668EPI.intrahepatic_cholangiocyte_defense.secretory_barrier2.55e-06Nonsignificant—0.00Other00
669SKM.type_1_slow.glycolytic2.45e-06Nonsignificant0.570.97Other362647
670FIB.adventitial.mito_secretory1.94e-06Nonsignificant1.000.98Other217
671FIB.adventitial.baseline1.71e-06Nonsignificant1.000.81Other157278
672FIB.adventitial.activated_remodelling9.52e-07Nonsignificant—0.00Other141319
673IPSC.axial_identity_primed6.90e-07Nonsignificant1.000.91Other00
674EPI.pancreatic_acinar.adhesion_remodeling5.38e-07Nonsignificant1.000.50Other210784
675FIB.adventitial.complement_angiocrine4.66e-07Nonsignificant1.000.63Other153684
676EPI.pancreatic_acinar.metabolic_onecarbon3.05e-07Nonsignificant1.000.40Other287328
677OLG.reactive_repair2.70e-07Nonsignificant1.000.31Other385385
678EC.heart_remodeling.capillary_metabolic1.11e-07Nonsignificant0.930.64Other54414
679EC.liver_sinusoidal.remodeling_lipotoxicity1.09e-07Nonsignificant—0.00Other9058
680CM.translation_boost_RPL8.31e-08Nonsignificant0.950.90Other1291
681FIB.adventitial.mechano_chemo_sensing8.24e-08Nonsignificant1.000.47Other135524
682EC.liver_sinusoidal.stress4.46e-08Nonsignificant—0.00Other413158
683ASPC.signal_integrator1.91e-08Nonsignificant—0.00Other00
684ADIPO.inflammatory1.21e-08Nonsignificant—0.00Other00
685IPSC.proliferative8.42e-09Nonsignificant1.000.80Other00
686IPSC.stromal_primed5.92e-09Nonsignificant1.000.85Other00
687CM.translation_boost_RPS2.02e-09Nonsignificant0.910.91Other6916
688ADIPO.immature1.64e-09Nonsignificant—0.00Other2440

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

133 unique genes. Showing 1–133. 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)
ORMDL301-High0.716.46G1C1——T.CD8_Tcm.gut_homing (L2), T.CD8_naive.nfkb_related (L2)86187
POLR1HASP.201-High0.655.71G1C1———341670
IL18RAP01-High0.636.61G1C1—natural_killer_cell (Tier: specific)
T_cell (Tier: specific)
NK.natural_killer_cell (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD4_Tem (Tier: specific)
T.CD8_Tcm (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_Trm (Tier: specific)
T.gamma_delta (Tier: specific)
T.MAIT (Tier: specific)
NK.cytokine_quiescent (Tier: specific)
T.CD4_Tcm.effector_like (Tier: specific)
T.CD4_Tem.long_term_memory (Tier: specific)
T.gamma_delta.central_memory (Tier: specific)
innate_lymphoid_cell_2 (Tier: relevant)
T.CD4_Th2 (Tier: relevant)
T.CD4_transitional (Tier: relevant)
T.CD4_Trm (Tier: relevant)
NK.adaptive_terminal_cytotoxic (Tier: relevant)
NK.cytokine_tissue_activation (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_Tcm.retro_ZNF117 (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD4_Th2.precursor (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_Tcm.effector_bias (Tier: relevant)
T.CD8_Tcm.helper_like (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
T.CD8_Trm.dendritic_recruiter (Tier: relevant)
T.CD8_Trm.inflammatory (Tier: relevant)
T.CD8_Trm.muscosal_Tc17 (Tier: relevant)
T.MAIT.MAPK_brake (Tier: relevant)
T.MAIT.vesicle (Tier: relevant)
84 cells — complete matches48140
LINC0024301-High0.612.30G1C1—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.CD8_Tem (Tier: specific)
T.CD4_Tcm.effector_like (Tier: specific)
T.CD4_Tem.long_term_memory (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD4_Th2 (Tier: relevant)
T.CD4_Treg (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.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_Th2.precursor (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
T.CD8_Tcm.NK_like (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
T.CD8_Trm.inflammatory (Tier: relevant)
T.MAIT.MAPK_brake (Tier: relevant)
78 cells — complete matches192416
IKZF301-High0.614.91G1C1—T_cell (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD4_Tcm (Tier: specific)
T.CD4_Tem (Tier: specific)
T.CD8_Tcm (Tier: specific)
T.CD8_Tem (Tier: specific)
B.naive.purinergic (Tier: specific)
T.CD4_Tcm.effector_like (Tier: specific)
T.CD4_Tem.long_term_memory (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
B_cell (Tier: relevant)
B.memory (Tier: relevant)
T.CD4_Th2 (Tier: relevant)
T.CD4_transitional (Tier: relevant)
T.CD4_Treg (Tier: relevant)
B.naive.antigen_presenting_ready (Tier: relevant)
B.naive.restrained (Tier: relevant)
NK.adaptive_biosynthetic_primed (Tier: relevant)
NK.cytokine_tissue_activation (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_Tcm.retro_ZNF117 (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD4_transitional.baseline (Tier: relevant)
T.CD4_transitional.tissue_enagement (Tier: relevant)
T.CD4_Trm.metal_stress (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
T.CD8_Trm.dendritic_recruiter (Tier: relevant)
T.CD8_Trm.inflammatory (Tier: relevant)
T.CD8_Trm.muscosal_Tc17 (Tier: relevant)
89 cells — complete matches83204
HLA-C01-High0.553.06G1C1EPI.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.CD4_Tem.long_term_memory (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.CD8_Tcm.effector_bias (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
T.MAIT.vesicle (Tier: relevant)
76 cells — complete matches7381,070
GSDMA01-High0.524.96G1C1—T.CD8_Tem.signaling_turnover (Tier: relevant)
T.CD8_Trm.dendritic_recruiter (Tier: relevant)
14 cells — complete matches119265
HLA-F-AS101-High0.522.55G1C1———199357
MICE01-High0.512.20G1C1———91188
ENSG0000023438901-High0.507.32G1C1———3285
IL18R101-High0.479.04G1C1MAC.resident_cardiac.antigen_presenting (L2)T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
NK.cytokine_quiescent (Tier: specific)
innate_lymphoid_cell_2 (Tier: relevant)
T.CD4_Th2 (Tier: relevant)
T.CD4_Trm (Tier: relevant)
T.CD4_naive.survival (Tier: relevant)
T.CD4_Tcm.imprinted_splicing (Tier: relevant)
T.CD4_Tcm.stress (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD4_Th2.precursor (Tier: relevant)
T.CD4_transitional.primed_helper_effector (Tier: relevant)
T.CD4_Trm.helper_like (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
T.CD8_Trm.inflammatory (Tier: relevant)
60 cells — complete matches52145
ENSG0000030453301-High0.479.56G1C1———3288
IL1RL101-High0.469.71G1C1T.CD4_Th2 (L1S)HPC.MEP (Tier: specific)
T.CD4_transitional.tissue_enagement (Tier: relevant)
46 cells — complete matches43110
SLC9A401-High0.425.43G1C1——20 cells — complete matches2883
SLC9A201-High0.417.35G1C1——29 cells — complete matches2679
ENSG0000030509501-High0.395.64G1C1———2373
HLA-DRA02-Medium0.6215.88G1C2B_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)B.naive (Tier: specific)
DC.pDC (Tier: specific)
EPI.skin_keratinocyte_basal (Tier: specific)
T.CD4_Tem (Tier: specific)
T.CD8_transitional (Tier: specific)
B.naive.purinergic (Tier: specific)
HPC.MEP (Tier: specific)
B_cell (Tier: relevant)
haematopoietic_progenitor_cell (Tier: relevant)
B.memory (Tier: relevant)
DC.mig (Tier: relevant)
HPC.haematopoietic_progenitor_cell (Tier: relevant)
T.CD4_transitional (Tier: relevant)
T.CD4_Treg (Tier: relevant)
B.naive.antigen_presenting_ready (Tier: relevant)
B.naive.baseline (Tier: relevant)
B.naive.proteostasis (Tier: relevant)
B.naive.remodeling (Tier: relevant)
B.naive.restrained (Tier: relevant)
DC.pDC.baseline (Tier: relevant)
DC.pDC.immature_metabolic (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
EPI.tracheal_suprabasal.transitional_wound (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
ENSG0000030973302-Medium0.6211.80G1C2———468929
ENSG0000029974702-Medium0.5613.57G1C2———346745
ENSG0000029976902-Medium0.5613.21G1C2———333727
HLA-G02-Medium0.553.42G1C2—EPI.skin_keratinocyte_basal (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD4_transitional (Tier: relevant)
EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
EPI.skin_keratinocyte_basal.transit_amplifying (Tier: relevant)
NK.adaptive_terminal_cytotoxic (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_Tcm.Th2_like (Tier: relevant)
T.CD4_transitional.baseline (Tier: relevant)
T.CD8_Trm.muscosal_Tc17 (Tier: relevant)
33 cells — complete matches74109
HLA-DQB102-Medium0.5411.09G1C2MONO.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.naive (Tier: specific)
DC.pDC (Tier: specific)
EPI.skin_keratinocyte_basal (Tier: specific)
T.CD8_transitional (Tier: specific)
B.naive.purinergic (Tier: specific)
B_cell (Tier: relevant)
B.memory (Tier: relevant)
DC.mig (Tier: relevant)
T.CD4_transitional (Tier: relevant)
T.CD4_Treg (Tier: relevant)
B.naive.antigen_presenting_ready (Tier: relevant)
B.naive.baseline (Tier: relevant)
B.naive.proteostasis (Tier: relevant)
B.naive.remodeling (Tier: relevant)
B.naive.restrained (Tier: relevant)
DC.pDC.baseline (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
EPI.skin_keratinocyte_basal.basement_anchoring (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
ENSG0000028576102-Medium0.532.15G1C2———123218
MIEN102-Medium0.527.21G2C1——FIB.perivascular_interface (L1S), EC.lymphatic.valve (L2)1449
ENSG0000027223602-Medium0.512.01G1C2———3869
IL1R102-Medium0.519.25G1C2FIB.adventitial.inflammatory_activated (L2), HEP.periportal_metabolic.stress_checkpoint (L2)innate_lymphoid_cell_2 (Tier: relevant)
T.CD4_Treg (Tier: relevant)
T.CD4_Th2.precursor (Tier: relevant)
T.CD4_Trm.helper_like (Tier: relevant)
T.CD4_Trm.metal_stress (Tier: relevant)
58 cells — complete matches2448
IL1R202-Medium0.509.16G1C2DC.cDC2.pro_inflammatory (L2), EPI.esophageal_suprabasal.basal_transitional (L2), EPI.skin_follicular_keratinizing.transit_amplifying (L2), EPI.skin_keratinocyte_proliferating.detox_repair (L2), EPI.skin_sebaceous_duct_luminal.immune_interface (L2), MAC.MDM.APC_dendritic (L2), T.CD4_Treg.tissue_effector (L2)T.CD4_Treg (Tier: relevant)
B.naive.remodeling (Tier: relevant)
EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
EPI.tracheal_suprabasal.transitional_wound (Tier: relevant)
78 cells — complete matches2443
ENSG0000031047402-Medium0.505.55G1C2———1619
ENSG0000030792302-Medium0.5014.24G2C2———371796
ENSG0000030302902-Medium0.498.02G1C2———234380
IL1RL202-Medium0.499.33G1C2——11 cells — complete matches3879
SH2B302-Medium0.494.20G1C2—DC.pDC (Tier: specific)
B.naive.purinergic (Tier: specific)
B.naive.antigen_presenting_ready (Tier: relevant)
B.naive.proteostasis (Tier: relevant)
DC.pDC.baseline (Tier: relevant)
DC.pDC.immature_metabolic (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
T.CD4_Tcm.Th2_like (Tier: relevant)
T.CD4_transitional.primed_helper_effector (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
47 cells — complete matches316770
LINC0235602-Medium0.483.90G1C2—T.CD4_Tcm.Tfh_like (Tier: relevant)28 cells — complete matches263733
GSDMB02-Medium0.486.89G1C2—T.CD4_Tcm.effector_like (Tier: specific)
HEP.acute_phase.complement_antiviral (Tier: relevant)
NK.adaptive_terminal_cytotoxic (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_naive.proteostasis_mitoprot (Tier: relevant)
T.CD4_Tcm.Th2_like (Tier: relevant)
T.CD4_transitional.baseline (Tier: relevant)
T.CD8_naive.effector_transition (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
T.CD8_Tcm.helper_like (Tier: relevant)
T.CD8_Tcm.NK_like (Tier: relevant)
41 cells — complete matches55110
HLA-A02-Medium0.485.14G2C1EPI.hepatic_ductular_cholangiocyte.barrier_chemokine (L2), EPI.intrahepatic_cholangiocyte_defense.secretory_barrier (L2), EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo (L2), EPI.renal_principal_cell.injury_repair (L2), EPI.skin_appendage_keratinocyte.ductal_immune_interacting (L2), FIB.skin_sheath.ECM_immune (L2), HEP.pericentral_lipoprotein.ApoB_coagulation (L2), NEU.EXC_CT.remodeling (L2), OPC.proliferative_immune_interact (L2)T.CD4_cytotoxic (Tier: specific)
T.CD4_Tem (Tier: specific)
T.CD4_Th17 (Tier: specific)
T.CD8_Tcm (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_transitional (Tier: specific)
T.gamma_delta (Tier: specific)
T.MAIT (Tier: specific)
T.CD4_Tcm.effector_like (Tier: specific)
T.CD4_Tem.long_term_memory (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.gamma_delta.central_memory (Tier: specific)
T.CD4_Th2 (Tier: relevant)
T.CD4_transitional (Tier: relevant)
T.CD4_Treg (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_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.CD8_Tcm.effector_bias (Tier: relevant)
T.CD8_Tcm.helper_like (Tier: relevant)
T.CD8_Tcm.NK_like (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
T.MAIT.MAPK_brake (Tier: relevant)
T.MAIT.vesicle (Tier: relevant)
78 cells — complete matches281510
TCAP02-Medium0.486.91G1C2CM.contractile_oxphos (L2)—38 cells — complete matches2879
ENSG0000029057402-Medium0.484.95G1C2———5594
HLA-J02-Medium0.484.95G1C2———5490
ERBB202-Medium0.477.61G1C2HEP.periportal_metabolic.urea_onecarbon_secretory (L2)B.naive.proteostasis (Tier: relevant)6 cells — complete matches2672
PNMT02-Medium0.467.01G1C2—HPC.MEP (Tier: specific)
innate_lymphoid_cell_2 (Tier: relevant)
T.CD4_Th2 (Tier: relevant)
29 cells — complete matches2575
HCG902-Medium0.465.63G1C2——10 cells — complete matches4680
PPP1R1802-Medium0.462.81G2C1—T.CD4_transitional (Tier: relevant)
T.CD4_transitional.baseline (Tier: relevant)
12 cells — complete matches153285
ENSG0000026496802-Medium0.466.17G1C2———917
LRRC3C02-Medium0.466.17G1C2—B.naive.antigen_presenting_ready (Tier: relevant)13 cells — complete matches917
ENSG0000031008402-Medium0.4614.24G2C2———337743
MIR472802-Medium0.466.80G1C2———2671
HLA-DQA102-Medium0.4611.40G1C2EPI.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.naive (Tier: specific)
DC.pDC (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD4_Tem (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_transitional (Tier: specific)
B.naive.purinergic (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
B_cell (Tier: relevant)
haematopoietic_progenitor_cell (Tier: relevant)
B.memory (Tier: relevant)
DC.mig (Tier: relevant)
HPC.haematopoietic_progenitor_cell (Tier: relevant)
T.CD4_Treg (Tier: relevant)
B.naive.antigen_presenting_ready (Tier: relevant)
B.naive.baseline (Tier: relevant)
B.naive.proteostasis (Tier: relevant)
B.naive.remodeling (Tier: relevant)
B.naive.restrained (Tier: relevant)
DC.pDC.immature_metabolic (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
EPI.endocervical_secretory.secretory_translocon (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD4_Th2.precursor (Tier: relevant)
159 cells — complete matches6081,232
MDC102-Medium0.452.63G1C2—T.CD8_Tcm.effector_bias (Tier: relevant)
T.CD8_Trm.dendritic_recruiter (Tier: relevant)
10 cells — complete matches155295
HLA-F02-Medium0.452.02G2C1EPI.skin_appendage_keratinocyte.ductal_immune_interacting (L2)—11 cells — complete matches205352
ENSG0000030790702-Medium0.448.54G1C2———4891,000
ENSG0000030299402-Medium0.4410.82G1C2———354697
PPP1R1B02-Medium0.446.55G1C2EPI.renal_thick_ascending_limb.cation_flux (L2), EPI.tracheal_submucosal_gland.acinar_serous (L2)—47 cells — complete matches1857
HCG2702-Medium0.442.76G1C2—T.CD4_Tcm.effector_like (Tier: specific)
T.CD4_Tem.long_term_memory (Tier: specific)
DC.pDC.baseline (Tier: relevant)
T.CD4_Tcm.Th2_like (Tier: relevant)
T.CD8_Trm.muscosal_Tc17 (Tier: relevant)
37 cells — complete matches119287
STARD302-Medium0.446.65G1C2—T.CD4_Tcm.stress (Tier: relevant)
T.CD8_Tcm.NK_like (Tier: relevant)
5 cells — complete matches45211
LINC0112702-Medium0.447.34G1C2—innate_lymphoid_cell_2 (Tier: relevant)
EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
17 cells — complete matches1736
ATXN202-Medium0.443.96G1C2—T.CD4_Tcm.stress (Tier: relevant)7 cells — complete matches4883
TUBB02-Medium0.432.40G1C2CHOND.activated_fibro_like (L2), DC.cDC1.proliferative (L2), DC.cDC2.proliferative (L2), EPI.colonic_enteroendocrine.progenitor (L2), EPI.ileal_goblet.immature (L2), OLG.reactive_repair (L2), THYMO.proliferative_S (L2)B.naive.antigen_presenting_ready (Tier: relevant)8 cells — complete matches165310
HLA-DRB902-Medium0.4111.42G2C2———337743
IL1R1-AS102-Medium0.418.60G2C1———1932
HLA-DRB102-Medium0.419.20G1C2EPI.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.naive (Tier: specific)
EPI.skin_keratinocyte_basal (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD4_Tem (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_transitional (Tier: specific)
B.naive.purinergic (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
B_cell (Tier: relevant)
B.memory (Tier: relevant)
DC.mig (Tier: relevant)
T.CD4_transitional (Tier: relevant)
T.CD4_Treg (Tier: relevant)
B.naive.antigen_presenting_ready (Tier: relevant)
B.naive.baseline (Tier: relevant)
B.naive.proteostasis (Tier: relevant)
B.naive.remodeling (Tier: relevant)
B.naive.restrained (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
EPI.tracheal_suprabasal.transitional_wound (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
ENSG0000025776702-Medium0.412.56G1C2———109353
HLA-DOB02-Medium0.413.64G2C2—B.naive (Tier: specific)
B.naive.purinergic (Tier: specific)
B_cell (Tier: relevant)
B.memory (Tier: relevant)
DC.mig (Tier: relevant)
B.naive.antigen_presenting_ready (Tier: relevant)
B.naive.baseline (Tier: relevant)
B.naive.proteostasis (Tier: relevant)
B.naive.remodeling (Tier: relevant)
B.naive.restrained (Tier: relevant)
64 cells — complete matches135235
PHETA102-Medium0.403.27G1C2———228664
POLR1H02-Medium0.402.76G2C1———134224
ENSG0000031049602-Medium0.395.26G2C1———112169
HLA-K02-Medium0.395.26G2C1———112169
ENSG0000029427002-Medium0.397.22G2C1———2060
ENSG0000031050802-Medium0.394.98G2C1———1419
HCG4B02-Medium0.384.95G2C1———1110
HLA-H02-Medium0.385.34G2C1———204363
HLA-H.202-Medium0.385.34G2C1———204363
PPP1R1102-Medium0.382.76G2C1———4570
DDX39BP202-Medium0.385.09G2C1———32
ENSG0000031051202-Medium0.385.09G2C1———32
ENSG0000029428102-Medium0.384.32G1C2———156504
ENSG0000029983202-Medium0.384.32G1C2———156504
ENSG0000023052102-Medium0.385.49G2C1———1928
POU5F102-Medium0.383.13G1C2induced_pluripotent_stem_cell (L1), IPSC.induced_pluripotent_stem_cell (L1S), IPSC.canonical_pluripotent (L2), IPSC.endoderm_primed (L2)—10 cells — complete matches107259
ENSG0000029087002-Medium0.375.78G2C1———44
PGAP302-Medium0.376.95G1C2—T.CD4_naive.survival (Tier: relevant)
T.CD4_Tcm.Tfh_like (Tier: relevant)
T.CD4_transitional.tissue_enagement (Tier: relevant)
T.CD8_Tcm.helper_like (Tier: relevant)
14 cells — complete matches1756
CCHCR102-Medium0.373.41G1C2—T.CD4_Tem (Tier: specific)
T.CD4_Th2 (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
13 cells — complete matches146317
ENSG0000023766902-Medium0.372.75G2C2———00
VARS202-Medium0.364.33G2C2—T.CD4_Treg (Tier: relevant)
T.CD4_naive.survival (Tier: relevant)
T.CD4_Tcm.stress (Tier: relevant)
11 cells — complete matches6290
SFTA202-Medium0.363.47G1C2EPI.alveolar_type_1.baseline (L2), EPI.lung_club_secretory.canonical_surfactant (L2)—23 cells — complete matches53143
TSBP1-AS102-Medium0.363.71G2C2———106195
RNF3902-Medium0.353.00G2C1—EPI.tracheal_suprabasal.transitional_wound (Tier: relevant)41 cells — complete matches2547
TCF1902-Medium0.342.70G1C2EPI.esophageal_suprabasal.proliferative_S (L2), HEP.acute_phase.proliferative (L2)T.CD4_transitional (Tier: relevant)
B.naive.proteostasis (Tier: relevant)
B.naive.restrained (Tier: relevant)
EPI.tracheal_suprabasal.transitional_wound (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
ENSG0000031055802-Medium0.343.03G2C2———00
GRB702-Medium0.346.91G2C2——27 cells — complete matches1243
ENSG0000030616202-Medium0.346.86G1C2———2263
TRIM31-AS102-Medium0.332.98G2C1——6 cells — complete matches5683
TRIM3102-Medium0.332.96G2C1EPI.colonocyte.distal_absorptive (L2)—30 cells — complete matches82107
ENSG0000021454602-Medium0.325.90G1C2———1857
RGPD302-Medium0.322.47G2C1——EC.heart_remodeling (L1S), EC.heart_remodeling.activated_acute (L2)1650
PSORS1C302-Medium0.322.93G1C2———124315
ENSG0000030612502-Medium0.316.04G1C2———1445
ZDHHC20P102-Medium0.303.30G2C2———140226
ENSG0000030462302-Medium0.302.91G1C2———219658
MOG02-Medium0.301.88G2C2oligodendrocyte (L1), OLG.oligodendrocyte (L1S)—10 cells — complete matches68
ENSG0000030637802-Medium0.302.98G2C2———76375
PSORS1C202-Medium0.293.55G1C2——5 cells — complete matches4483
PSORS1C102-Medium0.293.21G1C2——26 cells — complete matches152355
CLIC102-Medium0.293.33G2C2PC.IgG_systemic.secretory (L2)—10 cells — complete matches159256
HLA-V.202-Medium0.292.71G2C2———1822
HLA-E02-Medium0.281.37G2C2EPI.intrahepatic_cholangiocyte_defense.secretory_barrier (L2), EPI.thymic_cortical.baseline (L2), EPI.thymic_medullary.stress_APC (L2), FIB.interstitial.immune_interact (L2), THYMO.SP_CD4_naive (L2)T_cell (Tier: specific)
T.CD4_naive (Tier: specific)
T.CD4_naive.mature_mitoprot (Tier: relevant)
T.CD4_naive.neddylation (Tier: relevant)
37 cells — complete matches193384
ENSG0000028777102-Medium0.287.16G2C2———2037
ENSG0000029387902-Medium0.282.18G1C2———152319
ENSG0000027250102-Medium0.272.74G1C2———151319
TAP202-Medium0.273.37G2C2—DC.pDC.immature_metabolic (Tier: relevant)10 cells — complete matches198364
HCG4P802-Medium0.272.21G2C2———32
ENSG0000025026402-Medium0.273.30G2C2———198364
HCG402-Medium0.271.73G2C2———1317
HLA-V02-Medium0.271.65G2C2———813
ENSG0000028880502-Medium0.271.97G2C2———3264
ENSG0000030407902-Medium0.266.42G2C2———1727
ENSG0000029389702-Medium0.261.91G1C2———122272
ENSG0000031048402-Medium0.251.89G2C2———57
PSMD302-Medium0.254.48G2C2———813
ZFP5702-Medium0.252.07G2C2—B.naive (Tier: specific)
EPI.skin_keratinocyte_basal (Tier: specific)
B.naive.remodeling (Tier: relevant)
EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
T.CD4_Tcm.Th2_like (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
T.CD8_Tcm.helper_like (Tier: relevant)
34 cells — complete matches59109
PSMB802-Medium0.242.36G2C2——5 cells — complete matches200385
ENSG0000030182002-Medium0.241.81G2C2———1617
ENOX102-Medium0.235.66G2C2—DC.mig (Tier: relevant)
T.CD4_transitional (Tier: relevant)
T.CD4_transitional.primed_helper_effector (Tier: relevant)
42 cells — complete matches11
PSMB902-Medium0.232.38G2C2——21 cells — complete matches227422
CDHR302-Medium0.231.53G2C2EPI.colonic_enteroendocrine.enterochromaffin_serotonin (L2), EPI.lung_multiciliated.mature_motile_cilia (L2)T_cell (Tier: specific)
T.CD4_naive (Tier: specific)
T.CD4_Tem.long_term_memory (Tier: specific)
T.CD4_Treg (Tier: relevant)
T.CD4_naive.mature_mitoprot (Tier: relevant)
T.CD4_naive.neddylation (Tier: relevant)
T.CD4_naive.survival (Tier: relevant)
T.CD4_naive.survival_neddylation (Tier: relevant)
T.CD4_Tcm.Tfh_like (Tier: relevant)
T.CD4_Th17.migratory (Tier: relevant)
T.CD4_Trm.metal_stress (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
45 cells — complete matches00
PSMB8-AS102-Medium0.232.30G2C2—T.CD8_transitional (Tier: specific)
B.naive.proteostasis (Tier: relevant)
B.naive.remodeling (Tier: relevant)
T.CD4_naive.neddylation (Tier: relevant)
10 cells — complete matches204380
TAP102-Medium0.222.38G2C2EPI.thymic_cortical.baseline (L2)—ASPC.inflammatory (L2), GRANU.neutrophil.antiviral_endotoxin (L2), HEP.periportal_metabolic.acute_phase_barrier (L2)201382
ENSG0000029462802-Medium0.211.02G2C2———00
ENSG0000028784202-Medium0.205.77G2C2———00
SYPL102-Medium0.164.74G2C2——5 cells — complete matches14
NAA2502-Medium0.162.39G2C2—T.CD4_Tcm (Tier: specific)
T.CD4_Tcm.Th2_like (Tier: relevant)
T.CD4_Th2.precursor (Tier: relevant)
7 cells — complete matches12
ATXN7L102-Medium0.151.69G2C2—T.CD4_Tem (Tier: specific)
T.CD4_Tem.long_term_memory (Tier: specific)
T.CD4_Tcm.Th2_like (Tier: relevant)
T.CD4_transitional.baseline (Tier: relevant)
22 cells — complete matches00
ERP2902-Medium0.142.17G2C2——HEP.pericentral_lipoprotein (L1S), MONO.CD14.platelet_bound (L2), PC.IgG_systemic.secretory (L2)02
TMEM11602-Medium0.111.78G2C2—T.CD4_cytotoxic (Tier: specific)
T.CD4_Tem (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD4_Th2 (Tier: relevant)
B.naive.baseline (Tier: relevant)
T.CD4_naive.survival (Tier: relevant)
T.CD4_Tcm.stress (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
19 cells — complete matches29

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.