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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.

FING00000098 · All tissues

Anxiety disorders (more control exclusions): 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: Anxiety

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)
1neuron27.61Significant1.60e-171.32Specific3301,328
2oligodendrocyte_precursor_cell20.04Significant3.29e-051.29Specific4611,454
3induced_pluripotent_stem_cell19.71Significant3.30e-491.30Relevant00
4natural_killer_cell16.75Significant2.29e-291.22Specific1,2042,052
5haematopoietic_progenitor_cell12.55Significant1.001.01Relevant262502
6oligodendrocyte11.47Significant1.17e-111.15Specific3851,507
7monocyte10.20Significant1.07e-191.13Specific2,1763,871
8dendritic_cell8.94Significant1.000.97Relevant496724
9platelet8.30Significant—0.74Relevant85104
10B_cell7.73Significant1.17e-031.06Specific356694
11innate_lymphoid_cell_24.92Nominal1.000.83Other38
12melanocyte4.57Nominal1.000.94Other97309
13thymocyte3.45Nominal1.000.95Other168512
14astrocyte2.04Nonsignificant1.000.86Other2561,203
15T_cell1.90Nonsignificant1.000.76Other470959
16granulocyte1.00Nonsignificant1.000.66Other56
17schwann_cell0.92Nonsignificant1.000.72Other1057
18smooth_muscle_cell0.42Nonsignificant1.000.51Other27139
19hepatocyte0.37Nonsignificant1.000.57Other1,5153,822
20plasma_cell0.34Nonsignificant1.000.49Other1724
21endothelial_cell0.30Nonsignificant1.000.51Other373974
22epithelial_cell0.27Nonsignificant1.000.54Other2447
23microglia0.23Nonsignificant1.000.50Other61129
24chondrocyte0.20Nonsignificant1.000.44Other5481,069
25macrophage0.11Nonsignificant1.000.58Other8131,732
26pericyte0.09Nonsignificant1.000.39Other128517
27fibroblast0.04Nonsignificant1.000.35Other184826
28muscle_stem_cell0.03Nonsignificant1.000.32Other727
29granulosa_cell0.02Nonsignificant1.000.38Other293670
30adipose_stem_and_progenitor_cell0.01Nonsignificant1.000.27Other327954
31mesothelial_cell4.33e-03Nonsignificant1.000.24Other636
32cardiomyocyte1.33e-03Nonsignificant1.000.28Other5332,045
33adipocyte4.00e-04Nonsignificant1.000.17Other33111
34skeletal_muscle_cell1.84e-04Nonsignificant1.000.17Other9442,600

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1DC.pDC34.19Significant2.94e-111.75Specific4961,028
2NEU.EXC_IT30.88Significant1.45e-042.24—411192
3NEU.INH_PVALB27.80Significant0.980.66—193183
4NEU.EXC_NTNG126.62Significant—0.00—00
5NEU.EXC_CT26.50Significant0.980.65—362384
6NEU.INH_VIP23.10Significant0.980.39—241366
7OPC.oligodendrocyte_precursor_cell20.04Significant——Specific4131,269
8IPSC.induced_pluripotent_stem_cell19.71Significant——Relevant00
9NEU.INH_LAMP519.24Significant0.980.38—263532
10NK.natural_killer_cell16.75Significant——Specific1,2042,045
11HPC.haematopoietic_progenitor_cell12.55Significant——Relevant211370
12T.CD8_Tem11.84Significant1.60e-491.54Specific1,0831,857
13MONO.CD1411.48Significant2.00e-503.25Specific2,2944,139
14OLG.oligodendrocyte11.47Significant——Specific3841,397
15B.memory9.45Significant9.60e-112.08Specific442882
16PLAT.platelet8.30Significant—0.00Relevant3853
17B.age_associated7.76Significant0.870.88Relevant207350
18EPI.colonic_enteroendocrine7.71Significant—2.38Relevant11
19NEU.EXC_SYT27.04Significant—0.00—4077
20B.germinal_center6.99Significant0.870.96Relevant233655
21B.naive6.36Significant1.000.25Relevant307595
22T.CD4_cytotoxic5.76Significant2.45e-041.31Other8551,493
23ILC2.innate_lymphoid_cell_24.92Nominal——Other20
24EPI.pancreatic_islet4.73Nominal1.001.20Other52132
25MEL.melanocyte4.57Nominal——Other79242
26DC.cDC24.22Nominal1.000.40Other1,1891,793
27EPI.endocervical_secretory3.95Nominal—2.09Other00
28EC.lymphatic3.80Nominal2.26e-051.31Other630998
29MONO.CD163.59Nominal1.000.08Other1,3041,835
30THYMO.thymocyte3.45Nominal——Other163495
31T.gamma_delta3.24Nominal0.141.14Other5881,078
32EPI.colonic_tuft2.94Nonsignificant—2.09Other724
33T.CD8_Trm2.59Nonsignificant0.011.17Other211346
34DC.cDC12.12Nonsignificant1.000.25Other55112
35ASTRO.astrocyte2.04Nonsignificant——Other2281,111
36EPI.alveolar_type_22.04Nonsignificant2.40e-061.28Other8131,853
37GRANU.neutrophil2.03Nonsignificant4.69e-041.92Other1,2352,649
38T.CD8_transitional1.78Nonsignificant1.000.97Other497932
39T.CD4_Trm1.16Nonsignificant1.000.86Other176363
40EPI.alveolar_type_11.14Nonsignificant1.001.17Other26101
41PC.IgG_systemic1.06Nonsignificant0.021.31Other4160
42T.MAIT0.94Nonsignificant1.000.75Other469855
43T.CD8_Tcm0.93Nonsignificant1.000.69Other460926
44SCHWN.schwann_cell0.92Nonsignificant——Other733
45HEP.periportal_metabolic0.82Nonsignificant1.39e-261.62Other1,7504,427
46T.CD4_Th20.78Nonsignificant—0.23Other12
47T.CD4_Tem0.78Nonsignificant1.000.65Other365697
48MAC.MDM0.72Nonsignificant0.011.11Other623986
49T.CD4_Tfh0.71Nonsignificant1.000.61Other4745
50FIB.skin_neurosecretory0.58Nonsignificant—2.54Other00
51EPI.ectocervical_granular0.55Nonsignificant—1.22Other1123
52T.CD4_transitional0.54Nonsignificant1.000.51Other48110
53MAC.microglia_like0.50Nonsignificant1.001.07Other124179
54T.CD8_naive0.46Nonsignificant1.000.38Other317708
55SMC.smooth_muscle_cell0.42Nonsignificant——Other20101
56GRANU.MAST0.41Nonsignificant1.000.00Other56
57EPI.salivary_intercalated_defense0.39Nonsignificant1.001.00Other81161
58FIB.suburothelial0.38Nonsignificant0.081.20Other122432
59EPI.ileal_enterocyte_crypt0.37Nonsignificant1.000.99Other67113
60EPI.lung_club_secretory0.35Nonsignificant1.001.12Other514
61T.CD4_Tcm0.35Nonsignificant1.000.21Other494988
62T.CD4_Th170.34Nonsignificant1.000.33Other421794
63EC.arterial0.32Nonsignificant0.091.10Other356885
64EPI.tracheal_submucosal_gland0.28Nonsignificant—0.82Other00
65EPI.salivary_serous_acinar0.28Nonsignificant1.001.04Other233531
66T.CD4_naive0.25Nonsignificant1.000.02Other399866
67PC.IgA_muocsal0.24Nonsignificant1.000.37Other1831
68HEP.acute_phase0.24Nonsignificant1.000.87Other1,4413,641
69MG.microglia0.23Nonsignificant——Other490
70EPI.salivary_duct_excretory0.23Nonsignificant1.000.91Other85180
71FIB.neurolectin_mucosa0.22Nonsignificant0.401.12Other133394
72FIB.lung_alveolar0.21Nonsignificant—1.50Other615
73EPI.renal_immature_ureteric_bud0.21Nonsignificant1.001.07Other217569
74CHOND.chondrocyte0.20Nonsignificant——Other519730
75EPI.esophageal_suprabasal0.18Nonsignificant1.000.86Other158404
76T.CD4_Treg0.17Nonsignificant1.000.07Other244511
77FIB.skin_sheath0.16Nonsignificant0.761.10Other49118
78EPI.gastric_foveolar0.16Nonsignificant—0.76Other00
79EPI.thymic_cortical0.15Nonsignificant1.000.90Other442824
80EC.venous0.14Nonsignificant1.000.86Other5161,387
81FIB.hepatic_stellate_cell0.13Nonsignificant—1.25Other64252
82HEP.pericentral_lipoprotein0.11Nonsignificant—0.00Other00
83FIB.barrier_secretory0.10Nonsignificant0.761.12Other81228
84FIB.perivascular_interface0.09Nonsignificant0.761.06Other00
85PERI.pericyte0.09Nonsignificant——Other1170
86DC.mig0.08Nonsignificant—0.00Other89156
87EC.capillary0.08Nonsignificant1.000.69Other5141,635
88EPI.pancreatic_ductal_progenitor0.08Nonsignificant1.000.83Other234873
89MAC.proliferating0.08Nonsignificant1.000.98Other87253
90EPI.skin_keratinocyte_proliferating0.07Nonsignificant1.001.14Other4776
91EPI.renal_principal_cell0.05Nonsignificant1.001.00Other207403
92FIB.barrier_purinergic0.05Nonsignificant—0.76Other13
93EPI.colonocyte0.05Nonsignificant1.000.85Other294815
94EPI.tracheal_suprabasal0.05Nonsignificant1.000.91Other2956
95EPI.tracheal_basal0.05Nonsignificant1.000.77Other3981,120
96MAC.resident_iron0.05Nonsignificant1.000.90Other1621
97EPI.esophageal_basal0.04Nonsignificant1.000.77Other410
98EPI.ileal_enterocyte_absorptive0.04Nonsignificant1.000.69Other118338
99MAC.kupffer0.04Nonsignificant1.000.92Other189530
100EPI.salivary_mucous_acinar0.03Nonsignificant1.000.75Other6391,189
101MUSC.muscle_stem_cell0.03Nonsignificant——Other418
102EPI.ileal_bile_transport0.03Nonsignificant1.000.72Other6193
103EPI.renal_intercalated_cell_type_A0.03Nonsignificant1.000.68Other67142
104GRNLSA.granulosa_cell0.02Nonsignificant——Other2570
105EPI.lung_multiciliated0.02Nonsignificant1.000.98Other1649
106FIB.tracheal_subepithelial0.02Nonsignificant—0.68Other00
107MAC.LAM0.02Nonsignificant1.000.83Other9142,064
108EPI.cervical_suprabasal0.02Nonsignificant—0.00Other1450
109FIB.adventitial0.02Nonsignificant1.000.70Other2681,447
110ASPC.adipose_stem_and_progenitor_cell0.01Nonsignificant——Other324930
111HEP.canalicular_transport0.01Nonsignificant1.005.43e-03Other1,2903,434
112FIB.transitioning0.01Nonsignificant1.000.95Other172497
113FIB.skin_papillary0.01Nonsignificant—0.68Other00
114EPI.skin_keratinocyte_progenitor0.01Nonsignificant—0.00Other03
115FIB.interstitial0.01Nonsignificant1.000.86Other288940
116EC.heart_remodeling0.01Nonsignificant1.000.69Other5691,594
117EPI.pancreatic_ductal_perivascular8.22e-03Nonsignificant1.000.61Other430
118FIB.reticular6.64e-03Nonsignificant1.000.74Other1987
119FIB.skin_tenogenic6.20e-03Nonsignificant—0.51Other108227
120EPI.ileal_goblet5.54e-03Nonsignificant1.000.81Other181432
121EPI.pancreatic_acinar5.41e-03Nonsignificant1.000.56Other4291,475
122EPI.pancreatic_ductal_bicarbonate4.58e-03Nonsignificant1.000.71Other131548
123EPI.renal_thick_ascending_limb4.53e-03Nonsignificant1.000.58Other4531,153
124MESO.mesothelial_cell4.33e-03Nonsignificant——Other218
125EPI.renal_proximal_tubule3.96e-03Nonsignificant1.000.54Other525806
126EPI.skin_sweat_duct_keratinocyte3.13e-03Nonsignificant1.000.78Other146301
127MAC.resident_repair2.41e-03Nonsignificant1.000.72Other7961,426
128EPI.skin_sebaceous_duct_luminal2.02e-03Nonsignificant1.000.53Other100249
129EPI.pancreatic_ductal_mucinous1.90e-03Nonsignificant1.000.46Other219430
130CM.cardiomyocyte1.33e-03Nonsignificant——Other5242,032
131EC.liver_sinusoidal1.32e-03Nonsignificant1.000.10Other1,0831,925
132EPI.skin_hair_follicle_bulge1.30e-03Nonsignificant1.000.49Other51178
133EPI.skin_hair_follicle_companion1.23e-03Nonsignificant—0.00Other812
134MAC.resident_cardiac9.68e-04Nonsignificant1.000.63Other4851,074
135EPI.extrahepatic_cholangiocyte9.34e-04Nonsignificant—0.00Other3771
136EPI.salivary_duct_ion_transport8.89e-04Nonsignificant1.000.42Other511
137EPI.thymic_medullary7.22e-04Nonsignificant1.000.37Other26133
138EPI.renal_intercalated_cell_type_B6.89e-04Nonsignificant—0.00Other67
139EPI.bile_duct_cholangiocyte5.89e-04Nonsignificant1.000.41Other3760
140EPI.skin_follicular_keratinizing4.58e-04Nonsignificant1.000.35Other3081
141ADIPO.adipocyte4.00e-04Nonsignificant——Other2062
142SKM.type_2_fast3.08e-04Nonsignificant3.74e-031.07Other9722,639
143EPI.skin_appendage_keratinocyte2.10e-04Nonsignificant1.000.35Other87222
144EPI.skin_keratinocyte_basal1.93e-04Nonsignificant—0.00Other1326
145EPI.salivary_myoepithelial1.90e-04Nonsignificant1.000.32Other191714
146EPI.intrahepatic_cholangiocyte_transport1.34e-04Nonsignificant—0.00Other1242
147EPI.intrahepatic_cholangiocyte_defense7.03e-05Nonsignificant—0.00Other813
148MAC.alveolar2.71e-05Nonsignificant1.000.43Other1,4323,122
149EPI.hepatic_ductular_cholangiocyte2.23e-05Nonsignificant1.000.22Other83243
150EPI.renal_distal_tubule1.71e-05Nonsignificant1.000.36Other133361
151SKM.type_1_slow1.67e-05Nonsignificant1.000.87Other9232,478
152EPI.skin_interfollicular_spinous8.72e-06Nonsignificant1.000.14Other260563

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1DC.pDC.baseline42.38Significant0.321.49Relevant88123
2NEU.EXC_IT.callosal38.74Significant0.051.88—286119
3NEU.INH_PVALB.serotonergic38.70Significant—1.25—00
4NEU.INH_PVALB.neuromodulatory37.77Significant—1.12—00
5DC.pDC.immature_metabolic36.88Significant0.900.89Relevant78124
6NEU.EXC_CT.Ca2_sensor36.24Significant—0.89—00
7NEU.EXC_IT.guidance35.59Significant0.051.90—27463
8NEU.INH_PVALB.fastspike32.71Significant—0.63—2422
9NEU.EXC_IT.transitional31.70Significant0.631.19—237142
10NEU.INH_VIP.cannabinoid30.06Significant—0.81—00
11NEU.INH_VIP.opioid28.94Significant—0.60—509
12NEU.EXC_NTNG1.nuclear_reg28.56Significant—0.67—00
13NEU.INH_VIP.excitatory_coupled27.58Significant—0.52—130
14NEU.EXC_IT.neuromodulated27.15Significant0.930.85—176116
15NEU.EXC_CT.Ca2_signaling27.02Significant—0.13—6817
16IPSC.mesendo_primed26.99Significant6.14e-092.18—00
17NEU.INH_VIP.canonical_disinhibitory26.45Significant0.371.12—5938
18NEU.EXC_CT.projector26.45Significant0.351.20—8726
19NEU.INH_VIP.matrix26.35Significant—0.30—2477
20NEU.EXC_IT.adhesion25.23Significant0.970.39—252108
21NEU.INH_PVALB.nuclear_reg25.09Significant1.000.67—2512
22NEU.INH_VIP.serotonergic24.72Significant—0.19—92
23NEU.EXC_NTNG1.synaptic24.41Significant—0.00—00
24HPC.MEP24.18Significant7.77e-031.83Specific5991,195
25NEU.INH_PVALB.metabotropic23.47Significant—0.00—00
26IPSC.proliferative23.24Significant7.67e-041.65—00
27IPSC.midbrain_primed23.02Significant1.000.87Relevant00
28NEU.EXC_IT.structural22.99Significant0.970.33—17141
29NEU.INH_VIP.regulatory_remodeling22.83Significant—0.12—61
30IPSC.stromal_primed22.61Significant0.851.05—00
31OPC.proliferative_immune_interact22.48Significant0.101.93Specific180373
32DC.pDC.poised_migratory22.06Significant0.990.14Relevant5495
33NEU.INH_LAMP5.glial_interface21.84Significant—0.86—00
34IPSC.mesenchymal_primed21.68Significant0.851.12—00
35NEU.INH_PVALB.chandelier21.33Significant1.000.00—1916
36NEU.EXC_CT.remodeling21.07Significant—0.00—231
37NEU.INH_LAMP5.exc_inh_balance20.38Significant—0.13—462
38NEU.INH_VIP.nuclear_reg19.99Significant—0.00—204
39NK.adaptive_HLAE_tuned19.63Significant0.021.80—1,124189
40OPC.premyelinating19.43Significant0.770.63—18512
41IPSC.axial_identity_primed19.30Significant1.000.94—00
42IPSC.neural_primed19.16Significant1.000.74—00
43NK.cytokine_vascular_patrolling18.95Significant0.051.62—86394
44OPC.homeostatic18.93Significant0.770.74—394160
45OLG.reactive_repair18.83Significant6.69e-153.51—385385
46NK.cytokine_quiescent18.77Significant0.051.70Specific6231,062
47NK.adaptive_biosynthetic_primed18.63Significant0.741.13Relevant244405
48NK.adaptive_axis_baseline18.45Significant0.061.62—1,008153
49NK.adaptive_classII_inhibitory18.38Significant0.021.89—880154
50B.germinal_center.DZ_M_phase18.31Significant—1.47—00
51NK.cytokine_axis_baseline18.09Significant0.011.70—1,172116
52NK.cytokine_repair_primed17.69Significant0.531.26—26611
53NK.cytokine_biosynthetic_primed17.66Significant0.881.00—36021
54EPI.colonic_enteroendocrine.progenitor17.56Significant—0.97—00
55NK.adaptive_adipose_stress17.15Significant1.000.77—37439
56NEU.INH_LAMP5.projecting16.94Significant—0.00—00
57NEU.INH_LAMP5.rosehip16.55Significant—0.00—00
58B.memory.pDC_imprint15.81Significant8.28e-031.94—157103
59T.CD8_Tem.TEMRA15.70Significant1.31e-062.39Specific9201,088
60IPSC.stress15.46Significant0.851.11Relevant00
61PLAT.megakaryocytic14.71Significant—0.97—00
62MONO.CD14.remodeling14.31Significant3.63e-122.35—2,373295
63T.CD8_Tem.signaling_turnover14.14Significant0.291.35Relevant425683
64T.CD8_Tem.motility_primed14.03Significant0.291.41—2694
65NK.cytokine_lung_immediate_early13.96Significant1.000.41—424274
66NK.cytokine_tissue_activation13.88Significant1.000.50Relevant267450
67HPC.LMPP12.86Significant0.690.99—6531
68NEU.INH_VIP.develop_niche12.30Significant—0.00—00
69OLG.vesicle_trafficking12.30Significant0.841.13—12410
70OLG.regulatory12.03Significant0.491.29—35373
71NK.adaptive_immature_precursor11.82Significant1.000.20—358111
72MONO.CD14.platelet_bound11.66Significant1.000.99—964176
73MONO.CD14.baseline11.49Significant1.001.04—2,26876
74OLG.stress11.12Significant1.000.93—2328
75T.CD8_Tem.early_helper_like11.08Significant1.000.72Relevant445755
76MONO.CD14.APC_like10.86Significant1.000.70Relevant1,6862,493
77T.CD8_Tem.stress_adapted10.84Significant1.000.54Relevant607520
78IPSC.mesodermal_primed10.78Significant1.000.29—00
79OLG.myelinating_stress10.73Significant1.000.60—23262
80OLG.regulatory_activated10.68Significant1.000.69Relevant196614
81B.memory.baseline10.64Significant4.03e-041.82—47299
82EPI.endocervical_secretory.squamous_barrier10.44Significant—0.67Relevant00
83IPSC.endoderm_primed10.41Significant1.000.24Relevant00
84IPSC.neuroendocrine_primed10.10Significant—0.00—00
85OLG.myelinating_mature9.98Significant1.000.24—36394
86HPC.MPP_IEG9.98Significant0.691.04—4546
87HPC.MPP_activated9.26Significant—0.00—00
88T.CD8_Tem.baseline9.13Significant1.000.07Relevant458356
89NK.immature_bridge8.89Significant1.000.12—117122
90NK.adaptive_terminal_cytotoxic8.45Significant1.000.04Relevant485802
91ILC2.quiescent8.27Significant—0.59Relevant00
92B.age_associated.migratory8.12Significant0.550.91Relevant22
93B.age_associated.activated8.05Significant—0.16Relevant1822
94DC.cDC2.monocyte_like7.94Significant0.071.53Relevant1,285791
95NK.cytokine_tissue_resident7.88Significant1.000.10—7482
96NEU.INH_VIP.enkephalinergic7.82Significant—0.00—00
97B.naive.remodeling7.82Significant0.131.50Relevant135230
98B.naive.purinergic7.59Significant5.69e-052.02Specific384820
99B.memory.migratory7.45Significant1.000.54Relevant123208
100NEU.EXC_SYT2.synaptic7.40Significant—0.00—00
101HPC.GMP_inflammatory7.29Significant0.970.36—2010
102T.CD4_cytotoxic.NK_adapted7.23Significant0.391.46Relevant8233
103EPI.pancreatic_islet.beta7.15Significant0.071.56Relevant4257
104B.memory.preactivated6.82Significant1.000.31—173174
105B.naive.proteostasis6.81Significant0.131.49Relevant4969
106T.CD4_cytotoxic.terminal_effector6.80Significant0.391.31Relevant28621
107MONO.CD16.inflammatory6.59Significant1.79e-071.78—1,640168
108NEU.INH_VIP.LAMP5_hybrid6.57Significant—0.00—19
109NEU.EXC_SYT2.nuclear_reg6.47Significant—0.00—00
110B.naive.receptor_recycle6.45Significant1.000.94—510
111B.age_associated.naive_transitional6.45Significant—0.00—00
112B.naive.antigen_presenting_ready6.41Significant1.000.95Relevant4873
113MONO.CD14.cord_tolerance6.32Significant1.000.19—864753
114B.memory.activated6.31Significant1.000.11—10529
115EC.lymphatic.activated6.28Significant0.541.09Other4773
116THYMO.proliferative_S6.12Significant6.50e-052.21Specific163418
117MEL.stress_glucocorticoid5.91Significant0.161.55Other1134
118B.germinal_center.DZ_S_phase5.67Significant—0.00—00
119DC.cDC2.migratory5.51Significant0.221.35Other18539
120EC.lymphatic.tip_migratory5.45Nominal0.541.13Other2337
121B.naive.baseline5.30Nominal1.000.52Other1013
122MEL.mature_oxidative_traffic5.19Nominal0.161.60Other247285
123B.naive.metabolic5.14Nominal1.000.52Other5079
124T.CD4_cytotoxic.activated5.12Nominal1.000.79Other31
125B.germinal_center.LZ_survival5.06Nominal—0.37Other00
126T.gamma_delta.cytotoxic_effector5.06Nominal3.23e-051.94Other349109
127B.naive.activated5.03Nominal1.000.46Other77127
128B.naive.restrained5.00Nominal1.000.25Other183353
129THYMO.proliferative_G2M4.98Nominal—0.81Other164413
130DC.cDC1.homeostatic_inhibitory4.97Nominal—1.21Other00
131EPI.colonic_enteroendocrine.Lcell_peptide4.86Nominal—0.00Other00
132DC.cDC2.adhesion_signaling4.72Nominal1.001.00Other359
133THYMO.DP_early4.64Nominal7.18e-092.45Other326313
134PLAT.adhesion4.57Nominal—0.00Other00
135B.germinal_center.LZ_memory_precursor4.53Nominal—0.00Other00
136HPC.GMP_granulocytic4.46Nominal—0.00Other33
137DC.cDC2.proliferative4.42Nominal—0.25Other3971
138MONO.CD16.hepatic_mac_like4.40Nominal0.451.18Other803117
139T.CD4_cytotoxic.baseline4.12Nominal1.000.23Other00
140ASTRO.synaptic_interaction4.10Nominal3.83e-062.07Other76334
141B.germinal_center.LZ_selection4.07Nominal—0.00Other00
142MEL.secretory_quiescent4.03Nominal0.640.84Other1913
143T.CD8_transitional.effector_primed4.01Nominal1.42e-111.78Other435151
144MONO.CD16.platelet_bound3.94Nominal0.601.14Other372508
145ILC2.migratory3.82Nominal—0.00Other00
146EC.lymphatic.baseline3.78Nominal0.680.99Other3872
147T.CD8_Trm.dendritic_recruiter3.65Nominal0.051.72Other4785
148EPI.colonic_tuft.homeostatic3.50Nominal—0.73Other00
149MONO.CD16.baseline3.44Nominal0.810.92Other501
150THYMO.SP_CD4_naive3.40Nominal0.751.17Other6575
151DC.cDC2.antiviral3.27Nominal1.000.90Other10037
152MEL.dedifferentiated_migratory3.26Nominal—0.00Other00
153T.CD8_Trm.muscosal_Tc173.24Nominal0.211.43Other1938
154T.gamma_delta.early_effector2.97Nonsignificant1.000.69Other890
155ASTRO.hypoxia_angiogenic2.95Nonsignificant1.001.12Other518
156T.CD8_Trm.inflammatory2.63Nonsignificant0.970.88Other124176
157THYMO.DN_preTCR2.59Nonsignificant1.000.39Other4171
158PC.IgG_systemic.metabolic2.58Nonsignificant0.011.50Other4663
159T.CD8_Tcm.NK_like2.52Nonsignificant5.43e-072.13Other334581
160DC.cDC2.tolerogenic_regulatory2.50Nonsignificant1.000.32Other444
161EPI.pancreatic_islet.alpha2.48Nonsignificant—0.00Other152330
162ASTRO.stress_mito2.45Nonsignificant1.000.93Other47110
163THYMO.SP_CD8_transitional2.43Nonsignificant1.000.61Other3275
164GRANU.neutrophil.antiviral_endotoxin2.42Nonsignificant—0.64Other00
165T.CD8_Trm.cytotoxic2.39Nonsignificant0.970.64Other16585
166EPI.colonic_tuft.activated2.38Nonsignificant—0.00Other00
167IPSC.canonical_pluripotent2.38Nonsignificant1.000.00Other00
168T.CD4_Trm.helper_like2.36Nonsignificant2.79e-031.74Other84147
169THYMO.SP_CD8_naive2.34Nonsignificant1.000.16Other297177
170HPC.CLP_B_primed2.31Nonsignificant—0.00Other00
171EPI.alveolar_type_2.baseline_surfactant2.31Nonsignificant0.401.28Other649
172ILC2.activated2.28Nonsignificant—0.00Other00
173EPI.alveolar_type_2.stress_response2.26Nonsignificant2.60e-032.44Other6751,562
174T.CD8_Trm.homeostatic2.20Nonsignificant0.970.54Other425
175GRANU.neutrophil.tissue_patrolling2.20Nonsignificant—0.52Other00
176ASTRO.homeostatic2.19Nonsignificant1.001.04Other200431
177MEL.neurotrophic_migratory2.10Nonsignificant—0.00Other00
178T.CD4_cytotoxic.precursor2.04Nonsignificant1.000.00Other15667
179EPI.pancreatic_islet.delta2.03Nonsignificant—0.00Other00
180ASTRO.immature_lipid1.98Nonsignificant1.001.03Other23113
181HEP.periportal_metabolic.urea_onecarbon_secretory1.79Nonsignificant1.21e-182.39Other1,3323,053
182THYMO.CD8aa_IELp1.77Nonsignificant—0.00Other17
183DC.cDC1.cross_presenting1.74Nonsignificant—0.00Other00
184T.gamma_delta.central_memory1.68Nonsignificant1.000.00Other460919
185T.CD4_Trm.activated1.59Nonsignificant0.571.22Other3226
186EPI.alveolar_type_2.injury_primed1.57Nonsignificant1.000.00Other434245
187DC.cDC1.activated1.57Nonsignificant—0.00Other00
188ASTRO.A2_reactive1.57Nonsignificant1.000.84Other1037
189MONO.CD14.repair_M2_like1.49Nonsignificant1.000.00Other5501,495
190GRANU.neutrophil.primed_degranulation1.48Nonsignificant—0.00Other00
191THYMO.SP_CD8_naive_stress1.37Nonsignificant1.000.02Other11
192EPI.ileal_enterocyte_crypt.proliferative_G2M1.34Nonsignificant—1.01Other1954
193T.CD4_Trm.baseline1.33Nonsignificant0.571.19Other3121
194T.CD4_Trm.stress_adaptive1.32Nonsignificant1.000.94Other822
195ASTRO.neuromodulatory1.30Nonsignificant1.000.34Other34172
196MAC.MDM.APC_dendritic1.28Nonsignificant0.221.28Other4815
197T.CD8_transitional.Trm_primed1.27Nonsignificant1.000.81Other10815
198EC.lymphatic.valve1.27Nonsignificant—0.04Other00
199EPI.alveolar_type_1.baseline1.24Nonsignificant0.101.83Other80
200EPI.ectocervical_granular.inflammatory1.23Nonsignificant—1.15Other00
201T.CD8_transitional.early1.23Nonsignificant1.000.61Other32755
202T.CD8_Tcm.baseline1.21Nonsignificant0.111.47Other9089
203SCHWN.translation_boost1.21Nonsignificant—0.84Other81
204T.MAIT.stress1.21Nonsignificant—0.00Other00
205DC.cDC2.pro_inflammatory1.19Nonsignificant1.000.05Other35
206THYMO.DP_early_stress1.18Nonsignificant—0.00Other00
207T.MAIT.migratory1.17Nonsignificant0.361.56Other101
208T.CD4_Th2.tissue_adapted1.17Nonsignificant—0.97Other00
209SCHWN.reactive_inflammatory1.15Nonsignificant—0.46Other00
210MONO.CD16.patrolling1.12Nonsignificant1.000.07Other797216
211T.MAIT.MAPK_brake1.06Nonsignificant0.871.20Other4466
212MAC.MDM.inflammatory_phagocytic1.05Nonsignificant0.301.17Other19952
213T.CD4_Tfh.suppression_exhaustion1.01Nonsignificant0.051.75Other02
214T.CD4_Tem.cytotoxic_effector1.00Nonsignificant0.021.69Other225398
215T.CD4_Tfh.effector_migratory1.00Nonsignificant0.291.36Other12257
216DC.cDC1.baseline0.99Nonsignificant—0.00Other00
217EPI.lung_club_secretory.ciliogenesis_primed0.99Nonsignificant—1.47Other00
218MONO.CD14.inflammatory0.95Nonsignificant1.000.02Other92134
219T.MAIT.quiescent0.95Nonsignificant0.870.95Other1005
220T.CD4_Trm.cytotoxic_effector0.94Nonsignificant1.000.71Other11877
221DC.cDC1.proliferative0.94Nonsignificant—0.00Other00
222T.MAIT.cytotoxic0.93Nonsignificant0.870.98Other5215
223T.CD4_naive.gut_prone0.89Nonsignificant5.87e-031.80Other3570
224T.CD8_Tcm.effector_bias0.89Nonsignificant0.841.00Other199329
225T.CD4_Tem.inflammatory0.88Nonsignificant0.321.25Other286
226DC.cDC2.lipid_metabolic0.85Nonsignificant—0.00Other00
227MAC.microglia_like.inflammatory_chemokine0.83Nonsignificant—0.69Other2032
228EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.80Nonsignificant—0.00Other00
229ASTRO.stress_acute0.79Nonsignificant1.000.26Other6056
230T.CD4_transitional.tissue_enagement0.78Nonsignificant0.781.33Other511
231ASTRO.A1_reactive0.78Nonsignificant1.000.13Other433394
232EPI.renal_immature_ureteric_bud.defense_secretory0.76Nonsignificant0.151.26Other4576
233T.MAIT.early_activation0.76Nonsignificant0.940.42Other574
234SMC.contractile0.75Nonsignificant1.27e-041.59Other80588
235T.CD4_Tem.transitional_CM0.75Nonsignificant1.000.76Other3120
236EPI.endocervical_secretory.secretory_translocon0.74Nonsignificant—0.00Other00
237EC.arterial.metabolic0.74Nonsignificant0.081.20Other195159
238HEP.periportal_metabolic.canonical_urea_cycle0.73Nonsignificant1.001.09Other1,464269
239T.CD8_naive.lipid_synthesis0.73Nonsignificant0.141.67Other64
240SCHWN.axon_contact_cardiac0.69Nonsignificant0.970.03Other1863
241T.CD4_Trm.metal_stress0.67Nonsignificant1.000.46Other3458
242HEP.periportal_metabolic.inflammatory_activated0.67Nonsignificant1.000.78Other7121,610
243T.CD4_naive.activated_stress0.66Nonsignificant5.50e-031.86Other339429
244T.MAIT.vesicle0.65Nonsignificant0.940.51Other3765
245EPI.ectocervical_granular.proliferative_basal0.64Nonsignificant—0.32Other00
246T.CD4_Tcm.APC_mimicry0.63Nonsignificant0.261.48Other5443
247PC.IgG_systemic.interacting0.62Nonsignificant0.990.78Other00
248T.CD4_Tcm.effector_like0.62Nonsignificant0.051.60Other293533
249T.CD8_Tcm.gut_homing0.60Nonsignificant1.000.63Other380112
250FIB.skin_neurosecretory.baseline0.58Nonsignificant—0.00Other00
251T.CD8_transitional.APC_like0.56Nonsignificant1.000.03Other20562
252HEP.periportal_metabolic.xenobiotic_detox0.54Nonsignificant1.000.60Other1,440139
253T.CD4_transitional.APC_interacting0.54Nonsignificant0.780.89Other1014
254T.CD4_transitional.baseline0.53Nonsignificant0.780.87Other5997
255T.CD8_naive.cytokine_dampened0.53Nonsignificant0.471.15Other714
256T.CD8_naive.vesicle_secretory0.53Nonsignificant0.261.40Other420
257T.CD4_transitional.primed_helper_effector0.53Nonsignificant0.780.73Other1943
258T.CD4_Th2.precursor0.52Nonsignificant—0.00Other00
259FIB.suburothelial.contractile_myofibroblast0.52Nonsignificant—0.97Other90
260T.CD4_Tfh.canonical_GC_helper0.51Nonsignificant0.990.56Other12
261T.CD4_Tcm.synapse_dynamics0.51Nonsignificant0.731.21Other1510
262T.CD8_naive.effector_transition0.51Nonsignificant0.431.22Other3562
263EPI.alveolar_type_1.activated0.51Nonsignificant—0.00Other00
264EC.arterial.elastic0.49Nonsignificant0.321.13Other2245
265GRANU.MAST.activated_acute0.49Nonsignificant—0.34Other00
266T.CD8_naive.mito_proteostasis0.48Nonsignificant0.341.35Other428100
267FIB.suburothelial.inflammatory_prostanoid0.47Nonsignificant—0.59Other00
268EPI.lung_club_secretory.canonical_surfactant0.47Nonsignificant—0.39Other74104
269EC.capillary.angiogenic_tip0.47Nonsignificant0.031.65Other186218
270T.CD8_naive.innate_like0.47Nonsignificant0.760.99Other101
271EPI.salivary_intercalated_defense.canonical_antimicrobial0.46Nonsignificant0.571.22Other1122
272T.CD4_Tfh.precursor_migratory0.46Nonsignificant0.990.28Other7227
273T.CD4_Tem.long_term_memory0.46Nonsignificant1.000.11Other314587
274T.CD8_transitional.stress0.46Nonsignificant—0.00Other2434
275T.CD4_Th17.cytotoxic0.45Nonsignificant0.051.61Other332123
276T.CD4_transitional.primed_cytotoxic0.45Nonsignificant0.781.18Other2830
277CHOND.remodeling0.44Nonsignificant—0.88Other50
278GRANU.MAST.resting_granule0.44Nonsignificant—0.29Other00
279T.CD8_naive.baseline0.42Nonsignificant0.770.91Other1422
280EPI.ectocervical_granular.secretory_apocrine0.42Nonsignificant—0.00Other00
281T.CD4_Tcm.DC_interact0.41Nonsignificant0.221.47Other7232
282T.CD4_Tcm.Th2_like0.41Nonsignificant0.691.32Other2355
283PC.IgA_muocsal.plasmablast0.40Nonsignificant0.411.12Other54
284T.CD4_Treg.Tr1_like0.40Nonsignificant—0.69Other88
285T.CD8_Tcm.helper_like0.39Nonsignificant1.000.03Other81159
286T.CD4_Trm.central_like0.39Nonsignificant1.000.30Other3831
287T.CD4_Tcm.tissue_homing0.38Nonsignificant1.001.00Other7846
288T.CD8_naive.nfkb_related0.38Nonsignificant0.770.87Other10
289GRANU.MAST.activated_repair0.37Nonsignificant—0.00Other01
290T.CD8_naive.splicing_enriched0.36Nonsignificant1.000.46Other12016
291T.CD4_Th17.migratory0.36Nonsignificant0.741.01Other1323
292MAC.MDM.LAM_like0.36Nonsignificant1.000.71Other1214
293HEP.acute_phase.complement_antiviral0.35Nonsignificant0.311.43Other377751
294FIB.suburothelial.homeostasis_matrix0.34Nonsignificant0.671.06Other258921
295EPI.salivary_intercalated_defense.inflammatory0.34Nonsignificant0.850.62Other152360
296CHOND.activated_fibro_like0.34Nonsignificant0.021.31Other531188
297HEP.periportal_metabolic.acute_phase_barrier0.34Nonsignificant1.000.15Other533138
298EC.arterial.ion_pump0.33Nonsignificant0.051.38Other32
299EPI.ileal_enterocyte_crypt.baseline0.33Nonsignificant0.870.99Other116
300T.CD4_Tcm.migratory_cilium0.33Nonsignificant0.861.14Other510
301T.CD4_naive.proteostasis_mitoprot0.32Nonsignificant0.301.31Other1537
302T.CD4_naive.resist_bystander0.32Nonsignificant0.191.35Other4025
303EPI.ileal_enterocyte_crypt.proliferative_S0.32Nonsignificant0.871.00Other42
304T.CD4_naive.proteostasis0.31Nonsignificant0.301.28Other149
305FIB.suburothelial.urothelial_interface0.30Nonsignificant0.670.78Other98
306EPI.colonocyte.secretory_boost0.29Nonsignificant0.631.28Other9891
307SMC.metabolic0.29Nonsignificant1.000.66Other1440
308EPI.salivary_serous_acinar.secretory_active0.29Nonsignificant3.18e-031.88Other24269
309T.CD4_Tcm.baseline0.29Nonsignificant1.000.88Other6131
310PC.IgA_muocsal.migratory0.29Nonsignificant0.311.12Other41
311T.CD4_Tcm.Tfh_like0.29Nonsignificant1.000.99Other102214
312HEP.periportal_metabolic.apolipoprotein_secretory0.29Nonsignificant1.000.14Other43110
313FIB.neurolectin_mucosa.axon_responsive0.28Nonsignificant0.101.70Other1010
314EPI.tracheal_submucosal_gland.acinar_serous0.28Nonsignificant—0.00Other00
315EPI.tracheal_submucosal_gland.ductal_luminal0.28Nonsignificant—0.00Other00
316T.CD4_Th17.baseline0.28Nonsignificant0.850.71Other515
317T.CD4_naive.purinergic0.28Nonsignificant0.351.23Other491
318PC.IgG_systemic.secretory0.28Nonsignificant0.990.35Other00
319HEP.acute_phase.complement_metabolic0.27Nonsignificant0.601.16Other1,4233,464
320MG.phagocytic_APC0.27Nonsignificant0.471.18Other258
321FIB.lung_alveolar.stress_interacting0.27Nonsignificant—0.97Other00
322T.CD4_naive.survival0.27Nonsignificant0.301.27Other1217
323PC.IgA_muocsal.activated0.27Nonsignificant0.311.13Other178
324EPI.skin_keratinocyte_proliferating.detox_repair0.26Nonsignificant—0.73Other00
325EC.lymphatic.scavenger0.26Nonsignificant1.000.47Other203257
326T.CD4_Tcm.crosstalk_myeloid0.26Nonsignificant1.000.71Other54
327EPI.ileal_enterocyte_crypt.secretory_precursor0.26Nonsignificant—0.57Other00
328EPI.thymic_cortical.secretory_remodeling0.25Nonsignificant—0.00Other41
329EPI.salivary_duct_excretory.baseline0.25Nonsignificant0.831.02Other2357
330T.CD4_Tcm.RNA_control0.25Nonsignificant1.000.65Other964
331T.CD4_naive.survival_mitoprot0.25Nonsignificant0.551.11Other137
332FIB.neurolectin_mucosa.inflammatory0.25Nonsignificant0.371.15Other52110
333T.CD4_Tcm.retro_ZNF1170.25Nonsignificant1.000.54Other59
334EC.arterial.mito_contact0.25Nonsignificant0.880.96Other145
335T.CD4_naive.neddylation_mitoprot0.24Nonsignificant0.551.09Other9356
336EC.arterial.inflammatory0.24Nonsignificant0.880.86Other6350
337HEP.periportal_metabolic.stress_checkpoint0.24Nonsignificant1.005.61e-03Other234786
338MG.baseline0.24Nonsignificant0.471.30Other165
339T.CD4_naive.mature_mitoprot0.24Nonsignificant0.990.93Other212476
340EPI.esophageal_suprabasal.differentiating_keratin0.24Nonsignificant0.021.69Other13161
341T.CD4_naive.neddylation0.23Nonsignificant0.990.81Other104222
342EC.arterial.homeostatic0.23Nonsignificant0.880.98Other243
343EPI.ectocervical_granular.immune_interact0.23Nonsignificant—0.00Other00
344MAC.kupffer.monocyte_like0.23Nonsignificant—1.06Other00
345T.CD4_naive.mature0.23Nonsignificant0.990.82Other211100
346T.CD4_naive.survival_neddylation0.22Nonsignificant0.990.72Other2638
347HEP.acute_phase.baseline0.22Nonsignificant0.960.95Other94619
348FIB.skin_sheath.stress_chaperone0.22Nonsignificant—0.00Other00
349EC.venous.baseline0.22Nonsignificant3.37e-081.40Other346807
350HEP.periportal_metabolic.stress_chaperone0.21Nonsignificant—0.00Other66128
351MAC.microglia_like.phagocytic_redox0.20Nonsignificant—0.00Other00
352T.CD4_naive.homeostatic0.19Nonsignificant0.990.71Other215108
353EC.capillary.activated0.19Nonsignificant0.601.41Other25
354T.CD4_Tcm.imprinted_splicing0.19Nonsignificant1.000.24Other617
355T.CD4_Tcm.secretory0.18Nonsignificant1.000.27Other2011
356EPI.salivary_duct_excretory.stress0.18Nonsignificant0.830.55Other3368
357EC.arterial.arteriole_gas_exchange0.17Nonsignificant0.880.90Other238131
358FIB.lung_alveolar.mito_secretory0.17Nonsignificant—0.00Other00
359HEP.acute_phase.inflammatory0.17Nonsignificant0.990.59Other382649
360EC.arterial.arteriole_interface0.17Nonsignificant0.880.95Other3112
361FIB.neurolectin_mucosa.nerve_interface0.16Nonsignificant—0.00Other40
362T.CD4_Treg.APC_interactive0.16Nonsignificant0.711.12Other11828
363EPI.renal_principal_cell.canonical_vasopressin0.16Nonsignificant0.891.34Other20
364FIB.skin_sheath.ECM_immune0.16Nonsignificant—0.35Other00
365EPI.lung_multiciliated.mature_motile_cilia0.16Nonsignificant—1.53Other00
366MAC.microglia_like.patrolling_adhesive0.16Nonsignificant—0.00Other00
367EPI.gastric_foveolar.baseline0.16Nonsignificant—0.00Other00
368PERI.inflammatory0.16Nonsignificant0.021.41Other4077
369FIB.neurolectin_mucosa.remodeling_repair0.15Nonsignificant—0.00Other42
370HEP.acute_phase.proliferative0.15Nonsignificant—0.00Other46
371T.CD4_Treg.tissue_effector0.15Nonsignificant0.711.03Other1613
372EPI.esophageal_suprabasal.proliferative_G2M0.15Nonsignificant—0.23Other00
373T.CD4_Tcm.regulatory_poised0.14Nonsignificant1.000.44Other23
374GRNLSA.EMT_insulin_signaling0.14Nonsignificant0.761.23Other4784
375T.CD4_Treg.central_naive_like0.14Nonsignificant0.710.83Other33345
376MG.expanding0.14Nonsignificant0.950.40Other21
377SMC.activated0.14Nonsignificant1.000.22Other25
378FIB.hepatic_stellate_cell.contractile0.13Nonsignificant—1.15Other00
379EPI.salivary_serous_acinar.quiescent0.13Nonsignificant0.910.50Other178493
380FIB.hepatic_stellate_cell.inflammatory0.13Nonsignificant—0.32Other00
381FIB.barrier_secretory.homeostasis0.13Nonsignificant—0.00Other00
382T.CD4_naive.Treg_like0.13Nonsignificant0.990.40Other12172
383FIB.hepatic_stellate_cell.fibrogenic0.13Nonsignificant—0.00Other00
384PERI.baseline0.13Nonsignificant2.78e-041.62Other3966
385T.CD4_Tcm.stress0.12Nonsignificant1.000.14Other511
386HEP.acute_phase.stress_secretory0.12Nonsignificant0.990.24Other263
387FIB.perivascular_interface.vascular_BM_remodelling0.12Nonsignificant—0.40Other00
388PC.IgG_systemic.stress0.12Nonsignificant—0.00Other15
389MAC.MDM.complement_resolving0.12Nonsignificant1.000.19Other440860
390CHOND.angiogenic0.12Nonsignificant—0.25Other00
391HEP.pericentral_lipoprotein.ApoB_coagulation0.11Nonsignificant—0.67Other00
392MAC.proliferating.stress0.11Nonsignificant—0.00Other87136
393EPI.thymic_cortical.Notch_interface0.11Nonsignificant—0.49Other82137
394PC.IgA_muocsal.baseline0.11Nonsignificant1.000.58Other35
395EPI.thymic_cortical.baseline0.11Nonsignificant0.670.75Other185386
396EPI.renal_principal_cell.intercalated_like0.10Nonsignificant0.891.24Other6366
397HEP.pericentral_lipoprotein.UPR_redox0.10Nonsignificant—0.00Other00
398FIB.barrier_purinergic.lipid_secretory0.10Nonsignificant—0.48Other00
399FIB.skin_sheath.neuro_vascular_interface0.10Nonsignificant—6.94e-17Other00
400EPI.pancreatic_ductal_progenitor.baseline0.09Nonsignificant0.161.40Other179702
401FIB.perivascular_interface.vasomotor_tone0.09Nonsignificant—0.17Other00
402CHOND.articular_collagen0.09Nonsignificant1.000.62Other551266
403PERI.angiocrine0.09Nonsignificant0.900.92Other93102
404MAC.resident_iron.APC_iron_sensing0.08Nonsignificant0.051.25Other211114
405DC.mig.baseline0.08Nonsignificant—0.00Other10
406EPI.tracheal_suprabasal.secretory_immune0.08Nonsignificant—0.00Other00
407EPI.esophageal_suprabasal.proliferative_S0.08Nonsignificant—0.00Other2641
408ASPC.mesothelial_like0.07Nonsignificant0.671.22Other143486
409EPI.colonocyte.ionocyte_BEST40.07Nonsignificant0.631.25Other103188
410EC.capillary.inflammatory0.07Nonsignificant0.950.93Other2751
411EC.capillary.baseline0.07Nonsignificant0.950.92Other246560
412EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic0.07Nonsignificant—0.00Other00
413EPI.ileal_enterocyte_absorptive.villus_tip0.07Nonsignificant1.59e-041.68Other43
414FIB.perivascular_interface.lipid_shuttle0.07Nonsignificant—0.00Other51170
415EC.capillary.postcap_venule0.07Nonsignificant0.951.10Other355261
416FIB.adventitial.PI16_matrix0.07Nonsignificant0.401.20Other7090
417EPI.pancreatic_ductal_progenitor.ADM_like0.06Nonsignificant—0.00Other00
418EPI.colonocyte.distal_absorptive0.06Nonsignificant—1.15Other00
419MAC.proliferating.DNA_replication0.06Nonsignificant0.700.92Other36
420ASPC.proliferative0.06Nonsignificant0.671.17Other3385
421EC.capillary.angiocrine0.05Nonsignificant0.950.79Other250630
422GRNLSA.stress_metabolic0.05Nonsignificant—0.85Other12
423EPI.tracheal_basal.homeostatic_progenitor0.05Nonsignificant0.651.01Other28574
424EPI.ileal_goblet.immature0.05Nonsignificant—0.81Other00
425FIB.barrier_secretory.remodeling0.05Nonsignificant—0.00Other00
426EPI.esophageal_basal.activated_progenitor0.05Nonsignificant0.311.34Other10
427FIB.transitioning.motility_remodelling0.05Nonsignificant—3.33e-16Other00
428EPI.tracheal_basal.activated_stress0.05Nonsignificant0.650.83Other320
429EC.venous.adipose_lipid0.04Nonsignificant0.651.16Other254476
430HEP.canalicular_transport.sterol_lipid_biosynthesis0.04Nonsignificant—0.61Other1020
431EPI.esophageal_suprabasal.basal_transitional0.04Nonsignificant0.960.29Other4467
432ASPC.adipocyte_capillary_interface0.04Nonsignificant0.671.16Other2154
433MUSC.activated_migratory0.04Nonsignificant0.731.13Other67
434CHOND.pro_inflammatory0.04Nonsignificant1.000.31Other181351
435FIB.interstitial.mesenchymal_regulator0.04Nonsignificant0.541.09Other44
436PERI.cardiac_skeletal0.04Nonsignificant1.000.09Other313630
437MAC.resident_iron.stress_tolerogenic0.04Nonsignificant—0.52Other00
438EPI.pancreatic_ductal_progenitor.ciliated_transport0.04Nonsignificant—0.00Other105368
439EPI.ileal_bile_transport.detox_transcytosis0.04Nonsignificant—0.66Other01
440EPI.esophageal_suprabasal.proliferative_exit0.04Nonsignificant—0.00Other00
441EC.heart_remodeling.remodeling_secretory0.04Nonsignificant0.171.13Other6051,341
442EPI.salivary_intercalated_defense.basal_EMT0.03Nonsignificant—0.00Other00
443EC.capillary.stress0.03Nonsignificant0.950.61Other4436
444EC.capillary.migratory0.03Nonsignificant0.950.61Other181509
445EPI.renal_intercalated_cell_type_A.PC_transitional0.03Nonsignificant—0.00Other203407
446EPI.esophageal_basal.junctional_barrier0.03Nonsignificant—0.00Other00
447ASPC.inflammatory0.03Nonsignificant0.701.07Other2161
448EPI.cervical_suprabasal.inflammatory_repair0.03Nonsignificant—0.00Other00
449EPI.salivary_mucous_acinar.baseline0.03Nonsignificant——Other394683
450MUSC.baseline0.03Nonsignificant0.730.99Other00
451EPI.tracheal_suprabasal.transitional_wound0.03Nonsignificant—0.00Other161
452MUSC.quiescent_reservoir0.03Nonsignificant0.731.22Other28
453MAC.LAM.inflammatory_APC0.03Nonsignificant0.401.08Other872165
454EPI.renal_thick_ascending_limb.salt_sensing0.03Nonsignificant1.001.13Other73103
455EC.venous.quiescent_homeostatic0.03Nonsignificant1.000.55Other456360
456EPI.colonocyte.crypt_progenitor0.03Nonsignificant0.970.98Other115265
457FIB.adventitial.adhesion_lipid0.03Nonsignificant0.401.21Other58209
458EPI.ileal_bile_transport.absorptive_xenobiotic0.02Nonsignificant0.930.27Other1112
459EC.arterial.angiogenic_tip0.02Nonsignificant—0.00Other3037
460EPI.renal_intercalated_cell_type_A.acid_secretion0.02Nonsignificant0.301.13Other126
461HEP.canalicular_transport.inflammatory0.02Nonsignificant0.031.22Other1,335194
462EPI.ileal_enterocyte_crypt.villus_transition0.02Nonsignificant—0.00Other710
463EPI.pancreatic_acinar.quiet_dedifferentiation0.02Nonsignificant0.671.10Other142171
464EC.venous.activated0.02Nonsignificant1.000.56Other247752
465EPI.skin_sweat_duct_keratinocyte.proliferative_G2M0.02Nonsignificant—1.24Other00
466MAC.resident_iron.heme_catabolism0.02Nonsignificant0.710.90Other3051
467ASPC.activated0.02Nonsignificant0.751.01Other164162
468FIB.interstitial.immune_interact0.02Nonsignificant0.541.07Other121
469HEP.acute_phase.hypoxia_lipid0.02Nonsignificant—0.00Other00
470EPI.pancreatic_ductal_bicarbonate.barrier_mucin0.02Nonsignificant0.371.14Other219533
471ASPC.stem_like_progenitor0.02Nonsignificant0.780.99Other300842
472FIB.tracheal_subepithelial.baseline0.02Nonsignificant—0.00Other00
473MAC.kupffer.stress0.02Nonsignificant0.391.11Other93
474EPI.skin_keratinocyte_progenitor.activated_stress0.02Nonsignificant—0.38Other00
475HEP.canalicular_transport.secretory_ERAD_UPR0.02Nonsignificant1.000.96Other23228
476EC.venous.remodeling_stalk0.02Nonsignificant1.000.66Other559566
477EPI.renal_immature_ureteric_bud.osmoprotective0.02Nonsignificant1.000.36Other12644
478MUSC.early_activation0.02Nonsignificant0.800.72Other432
479ASPC.preadipocyte_lipid_primed0.02Nonsignificant0.780.98Other331129
480ASPC.remodeling0.02Nonsignificant0.780.92Other106354
481EPI.ileal_enterocyte_crypt.bile_transport0.01Nonsignificant1.000.06Other20
482EPI.pancreatic_acinar.inflammatory_regenerative0.01Nonsignificant0.671.12Other25113
483FIB.skin_papillary.baseline0.01Nonsignificant—0.00Other00
484FIB.interstitial.remodeling0.01Nonsignificant0.781.02Other319
485FIB.adventitial.inflammatory_activated0.01Nonsignificant0.401.15Other100473
486ASPC.secretory0.01Nonsignificant0.780.97Other765
487GRNLSA.lipid_hypoxia0.01Nonsignificant0.991.02Other280
488EPI.colonocyte.goblet_interface0.01Nonsignificant—0.26Other1121
489MAC.LAM.lipid_opsonization0.01Nonsignificant1.000.99Other4514
490MAC.resident_iron.redox_metabolic0.01Nonsignificant0.710.94Other44
491EC.venous.cardiac_structural0.01Nonsignificant1.000.88Other102229
492EPI.pancreatic_ductal_perivascular.protective_antioxidant0.01Nonsignificant—0.28Other1169
493HEP.canalicular_transport.injury_stress0.01Nonsignificant0.961.06Other28924
494FIB.transitioning.matrix_stress0.01Nonsignificant—0.00Other47138
495EPI.pancreatic_ductal_bicarbonate.inflammatory0.01Nonsignificant0.371.23Other1432
496MESO.activated_stress0.01Nonsignificant—2.22e-16Other00
497FIB.reticular.immune_interface9.99e-03Nonsignificant—0.50Other16
498MAC.kupffer.metabolic9.93e-03Nonsignificant—0.37Other2536
499EPI.skin_hair_follicle_bulge.anagen_growth8.70e-03Nonsignificant—1.80Other00
500ASPC.baseline8.67e-03Nonsignificant0.701.01Other363170
501FIB.reticular.stromal_niche8.18e-03Nonsignificant0.620.96Other00
502EPI.colonocyte.proximal_transport7.83e-03Nonsignificant0.970.82Other2412
503FIB.interstitial.lipid_matrix7.63e-03Nonsignificant0.900.98Other258191
504HEP.canalicular_transport.pericentral_like_hypoxia7.63e-03Nonsignificant1.000.78Other3268
505EPI.renal_principal_cell.injury_repair7.47e-03Nonsignificant0.890.97Other269
506EPI.ileal_enterocyte_absorptive.brush_border7.01e-03Nonsignificant1.000.00Other5801,717
507MAC.resident_repair.antigen_presenting6.58e-03Nonsignificant0.481.11Other244113
508EPI.pancreatic_ductal_perivascular.baseline6.54e-03Nonsignificant0.620.95Other15
509MAC.kupffer.tolerogenic6.47e-03Nonsignificant—0.11Other4549
510FIB.skin_tenogenic.baseline6.20e-03Nonsignificant—0.00Other02
511FIB.transitioning.ISG_primed_interface6.17e-03Nonsignificant—0.17Other1780
512EPI.renal_proximal_tubule.onecarbon_peroxisome6.15e-03Nonsignificant5.29e-031.94Other5889
513MESO.baseline5.78e-03Nonsignificant0.451.11Other06
514EPI.skin_keratinocyte_proliferating.early_spinous_transition5.77e-03Nonsignificant—0.00Other135290
515EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro5.75e-03Nonsignificant—0.69Other00
516EC.heart_remodeling.angiocrine5.59e-03Nonsignificant1.000.92Other182525
517CM.contractile_oxphos5.49e-03Nonsignificant0.921.10Other619
518EPI.pancreatic_acinar.stress5.43e-03Nonsignificant0.671.14Other2828
519EPI.pancreatic_ductal_mucinous.proliferative_gastric_like5.12e-03Nonsignificant—0.81Other00
520EC.liver_sinusoidal.stress5.09e-03Nonsignificant—0.31Other413158
521ASPC.niche_keeping_progenitor4.79e-03Nonsignificant0.671.10Other52219
522MAC.LAM.anti_inflammatory4.64e-03Nonsignificant1.001.00Other86132
523MAC.resident_repair.lipid_phagocytic4.30e-03Nonsignificant0.461.27Other228604
524FIB.reticular.ECM_builder4.09e-03Nonsignificant—0.00Other00
525EPI.lung_club_secretory.inflammatory3.86e-03Nonsignificant—0.00Other00
526EPI.renal_thick_ascending_limb.barrier_repair3.73e-03Nonsignificant1.000.98Other141284
527MAC.resident_cardiac.antigen_presenting3.16e-03Nonsignificant0.441.11Other5227
528EC.liver_sinusoidal.prostanoid3.02e-03Nonsignificant—0.72Other1164
529EPI.skin_keratinocyte_proliferating.anchor_remodel3.00e-03Nonsignificant—0.00Other00
530GRNLSA.proliferative_migratory2.92e-03Nonsignificant0.990.99Other248292
531EPI.skin_hair_follicle_companion.bulge_anchor_signaling2.87e-03Nonsignificant—0.97Other00
532MAC.kupffer.fibrogenic2.84e-03Nonsignificant—0.00Other00
533CM.osmoprotection2.81e-03Nonsignificant0.411.09Other3457
534CM.baseline2.80e-03Nonsignificant0.921.01Other3930
535MESO.antiviral2.77e-03Nonsignificant—0.00Other38
536EPI.skin_sebaceous_duct_luminal.ECM_remodelling2.75e-03Nonsignificant0.640.94Other29
537EPI.renal_proximal_tubule.detox_antioxidant2.37e-03Nonsignificant1.000.00Other39477
538EPI.renal_principal_cell.inflammatory2.34e-03Nonsignificant0.980.54Other74157
539MAC.resident_repair.stress_iron2.34e-03Nonsignificant0.831.04Other4897
540HEP.canalicular_transport.ductular_like_transition2.13e-03Nonsignificant1.000.27Other40087
541EPI.renal_principal_cell.activated_acute1.86e-03Nonsignificant0.980.28Other2959
542EPI.extrahepatic_cholangiocyte.mucin_secretory1.76e-03Nonsignificant—0.73Other00
543EPI.pancreatic_acinar.baseline1.76e-03Nonsignificant0.870.99Other274163
544GRNLSA.p53_damage1.72e-03Nonsignificant—4.87e-04Other1310
545FIB.adventitial.baseline1.70e-03Nonsignificant1.000.73Other157278
546GRNLSA.cholesterol_mevalonate1.68e-03Nonsignificant0.990.90Other94
547FIB.transitioning.secretory_procollagen1.67e-03Nonsignificant—0.12Other00
548EPI.skin_hair_follicle_bulge.niche_crosstalk1.65e-03Nonsignificant—0.00Other2988
549EPI.thymic_medullary.canonical_alarmin1.60e-03Nonsignificant0.051.47Other817
550EPI.pancreatic_ductal_mucinous.mucin_rich_barrier1.57e-03Nonsignificant0.481.06Other4491,034
551FIB.adventitial.mito_secretory1.47e-03Nonsignificant1.000.87Other217
552MESO.activated_migratory1.46e-03Nonsignificant—0.18Other00
553HEP.canalicular_transport.baseline1.44e-03Nonsignificant1.000.29Other199477
554EPI.renal_thick_ascending_limb.cation_flux1.40e-03Nonsignificant1.001.02Other5795
555MAC.resident_iron.heme_recycling1.30e-03Nonsignificant—0.00Other3037
556FIB.interstitial.stress_secretory1.24e-03Nonsignificant0.900.93Other9256
557EPI.skin_follicular_keratinizing.root_infundibulum1.17e-03Nonsignificant—0.76Other00
558EPI.colonocyte.junction_remodeling1.12e-03Nonsignificant1.000.31Other218305
559EPI.bile_duct_cholangiocyte.secretory_mucin1.11e-03Nonsignificant—0.76Other712
560ADIPO.hypoxia_remodelling1.08e-03Nonsignificant—0.41Other29105
561EPI.salivary_myoepithelial.contractile_repair1.05e-03Nonsignificant—1.10Other39
562MESO.secretory_structural1.05e-03Nonsignificant—0.00Other00
563FIB.adventitial.mechano_chemo_sensing9.29e-04Nonsignificant1.000.56Other135524
564EPI.salivary_duct_ion_transport.baseline8.89e-04Nonsignificant——Other00
565EPI.lung_multiciliated.baseline8.48e-04Nonsignificant—0.30Other07
566EC.heart_remodeling.capillary_metabolic8.47e-04Nonsignificant1.001.13Other54414
567MAC.resident_cardiac.inflammatory_reparative8.34e-04Nonsignificant0.441.15Other3196
568FIB.barrier_purinergic.stress_GF_binding8.14e-04Nonsignificant—0.00Other00
569SKM.type_2_fast.glycolytic_IIx_IIb7.49e-04Nonsignificant2.78e-031.11Other5651,482
570EPI.ileal_goblet.inflammatory_mucin7.34e-04Nonsignificant0.671.23Other69
571EC.heart_remodeling.remodeling_stalk7.24e-04Nonsignificant1.000.74Other33111
572EC.liver_sinusoidal.hypoxia_metabolic7.19e-04Nonsignificant0.860.90Other183107
573EPI.skin_keratinocyte_basal.transit_amplifying7.17e-04Nonsignificant—0.97Other00
574EPI.renal_intercalated_cell_type_B.baseline6.89e-04Nonsignificant—0.00Other31
575EPI.skin_sebaceous_duct_luminal.detox_repair6.83e-04Nonsignificant0.171.30Other13794
576CM.mechano_activated6.33e-04Nonsignificant0.991.03Other205134
577EPI.skin_appendage_keratinocyte.ductal_immune_interacting6.10e-04Nonsignificant0.531.17Other716
578MAC.resident_repair.ECM_stromal_crosstalk6.05e-04Nonsignificant0.990.81Other95158
579EPI.skin_sweat_duct_keratinocyte.barrier5.55e-04Nonsignificant—0.51Other00
580FIB.adventitial.complement_angiocrine5.41e-04Nonsignificant1.000.48Other153684
581EPI.skin_sweat_duct_keratinocyte.repair4.99e-04Nonsignificant—0.85Other00
582MAC.resident_repair.chemokine_angiocrine4.89e-04Nonsignificant0.990.72Other87138
583EPI.cervical_suprabasal.secretory_vesicle4.89e-04Nonsignificant—0.00Other00
584MAC.resident_cardiac.phagocytic_homeostasis4.82e-04Nonsignificant0.960.80Other5641,221
585EPI.skin_hair_follicle_companion.activated_migratory4.38e-04Nonsignificant—0.00Other00
586EPI.ileal_goblet.stress_metallothionein3.94e-04Nonsignificant—0.00Other411
587FIB.reticular.stress_metallothionein3.93e-04Nonsignificant—0.00Other332
588EPI.thymic_medullary.proliferative_APC3.88e-04Nonsignificant—0.54Other00
589EPI.lung_multiciliated.stress3.83e-04Nonsignificant—0.00Other67165
590EC.heart_remodeling.translation_boost3.70e-04Nonsignificant—0.00Other00
591EPI.pancreatic_ductal_mucinous.remodeling_channel_rich3.67e-04Nonsignificant—0.00Other00
592EC.heart_remodeling.perivascular3.63e-04Nonsignificant1.000.55Other124408
593GRNLSA.chemokine_mechanosensory3.50e-04Nonsignificant0.990.62Other10
594EPI.pancreatic_acinar.metabolic_onecarbon3.27e-04Nonsignificant1.000.65Other287328
595EC.liver_sinusoidal.secretory_lipoprotein3.03e-04Nonsignificant0.860.62Other12070
596CM.inflammatory2.87e-04Nonsignificant—1.47Other00
597EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo2.79e-04Nonsignificant—0.42Other00
598EPI.ileal_goblet.baseline2.74e-04Nonsignificant0.970.20Other162
599EPI.salivary_serous_acinar.seromucous_like2.70e-04Nonsignificant—0.00Other00
600EPI.skin_follicular_keratinizing.transit_amplifying2.56e-04Nonsignificant—0.00Other2149
601EPI.skin_follicular_keratinizing.upper_infundibulum2.55e-04Nonsignificant—0.00Other82
602EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump2.14e-04Nonsignificant0.891.05Other40191
603EPI.renal_distal_tubule.ciliated_remodelling1.94e-04Nonsignificant—1.64Other00
604EPI.salivary_myoepithelial.baseline1.80e-04Nonsignificant0.881.08Other42141
605EC.heart_remodeling.activated_acute1.73e-04Nonsignificant1.000.72Other102186
606EPI.skin_hair_follicle_bulge.quiescent1.68e-04Nonsignificant0.960.52Other5669
607EPI.thymic_medullary.stress_APC1.63e-04Nonsignificant0.970.30Other24
608EPI.skin_appendage_keratinocyte.transit_amplifying1.53e-04Nonsignificant—0.00Other109358
609FIB.interstitial.mesenchymal_APC1.47e-04Nonsignificant1.000.64Other8133
610MAC.LAM.lipid_phagocytosis1.46e-04Nonsignificant1.000.72Other369328
611CM.mito_proteostasis1.42e-04Nonsignificant0.921.02Other32929
612EPI.renal_thick_ascending_limb.remodeling1.33e-04Nonsignificant1.000.67Other15292
613MAC.alveolar.capillary_interacting1.31e-04Nonsignificant0.411.22Other113181
614MAC.kupffer.inflammatory1.30e-04Nonsignificant—0.00Other74
615ADIPO.immature1.24e-04Nonsignificant—0.00Other2440
616EPI.skin_hair_follicle_companion.gap_junction_contractile1.24e-04Nonsignificant—0.00Other00
617GRNLSA.secretory_remodeling1.19e-04Nonsignificant0.990.47Other9025
618EPI.skin_keratinocyte_basal.spinous_transition1.03e-04Nonsignificant—0.00Other00
619EPI.pancreatic_acinar.adhesion_remodeling9.83e-05Nonsignificant1.000.73Other210784
620EPI.bile_duct_cholangiocyte.inflammatory_APC9.74e-05Nonsignificant—0.00Other20
621EPI.intrahepatic_cholangiocyte_defense.secretory_barrier9.04e-05Nonsignificant—0.73Other00
622EPI.pancreatic_ductal_bicarbonate.baseline8.78e-05Nonsignificant0.960.77Other1142
623EPI.salivary_myoepithelial.junctional_transport8.64e-05Nonsignificant0.950.81Other66121
624EC.liver_sinusoidal.remodeling_lipotoxicity8.44e-05Nonsignificant—0.00Other9058
625EPI.hepatic_ductular_cholangiocyte.acute_phase_complement7.76e-05Nonsignificant—0.27Other00
626MAC.LAM.antimicrobial7.28e-05Nonsignificant1.000.57Other38993
627SKM.type_1_slow.glycolytic6.95e-05Nonsignificant0.531.36Other362647
628EPI.salivary_myoepithelial.activated6.57e-05Nonsignificant0.950.73Other85281
629EPI.skin_interfollicular_spinous.upper_lipid6.08e-05Nonsignificant—1.64Other66
630EPI.lung_club_secretory.ciliogenesis_axoneme6.06e-05Nonsignificant—0.00Other00
631EC.liver_sinusoidal.inflammatory5.33e-05Nonsignificant—0.00Other223154
632EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling5.30e-05Nonsignificant—0.32Other00
633EPI.thymic_medullary.hormone_xeno_barrier5.06e-05Nonsignificant—0.00Other08
634EPI.extrahepatic_cholangiocyte.barrier_interface4.97e-05Nonsignificant—0.00Other00
635EPI.intrahepatic_cholangiocyte_defense.raft_maturation4.73e-05Nonsignificant—0.00Other00
636SKM.type_2_fast.oxidative_IIa4.69e-05Nonsignificant0.860.94Other94656
637EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion3.67e-05Nonsignificant—0.39Other53
638ASPC.signal_integrator3.52e-05Nonsignificant—0.00Other00
639ADIPO.thermogenic3.28e-05Nonsignificant—0.14Other00
640EPI.hepatic_ductular_cholangiocyte.polarity3.12e-05Nonsignificant—0.62Other00
641MAC.alveolar.inflammatory2.92e-05Nonsignificant0.691.03Other208312
642CM.oxidative_phospho2.71e-05Nonsignificant0.990.98Other266792
643EPI.pancreatic_ductal_bicarbonate.stress2.49e-05Nonsignificant—0.00Other1233
644EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal2.07e-05Nonsignificant—0.27Other00
645FIB.adventitial.activated_remodelling1.91e-05Nonsignificant—0.00Other141319
646MAC.LAM.perivascular_angiocrine1.91e-05Nonsignificant—0.00Other53138
647EPI.hepatic_ductular_cholangiocyte.secretory_transport1.78e-05Nonsignificant—0.35Other00
648EPI.pancreatic_ductal_bicarbonate.junctional_remodel1.62e-05Nonsignificant—0.00Other49237
649GRNLSA.angiocrine_mechanosensory1.56e-05Nonsignificant—0.00Other00
650EPI.skin_sebaceous_duct_luminal.immune_interface1.38e-05Nonsignificant—0.00Other00
651EPI.hepatic_ductular_cholangiocyte.stress1.35e-05Nonsignificant—0.58Other00
652EPI.skin_keratinocyte_progenitor.quiescent_stem_like1.30e-05Nonsignificant—0.00Other00
653EPI.skin_keratinocyte_basal.basement_anchoring1.05e-05Nonsignificant—0.00Other00
654EPI.skin_interfollicular_spinous.stress_oxidative9.04e-06Nonsignificant—0.60Other00
655EPI.skin_interfollicular_spinous.baseline7.86e-06Nonsignificant1.000.96Other353
656CM.translation_boost_RPL5.33e-06Nonsignificant0.990.92Other1291
657EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit5.18e-06Nonsignificant—0.00Other00
658EPI.skin_interfollicular_spinous.early_differentiation4.38e-06Nonsignificant1.000.95Other8919
659CM.sarcomere_actin_interface4.07e-06Nonsignificant0.990.89Other45078
660MAC.alveolar.stress_metabolic3.59e-06Nonsignificant0.691.06Other116148
661EPI.pancreatic_ductal_bicarbonate.repair_actin_junction3.47e-06Nonsignificant—0.00Other00
662EPI.skin_appendage_keratinocyte.ductal_barrier_detox3.46e-06Nonsignificant0.970.50Other3334
663ADIPO.inflammatory3.28e-06Nonsignificant—0.00Other00
664EPI.renal_thick_ascending_limb.canonical_salt_transporter2.57e-06Nonsignificant1.000.28Other322317
665EPI.hepatic_ductular_cholangiocyte.barrier_chemokine2.20e-06Nonsignificant—0.00Other69
666SKM.type_1_slow.oxidative1.81e-06Nonsignificant0.960.84Other802251
667EPI.pancreatic_ductal_bicarbonate.activated1.40e-06Nonsignificant0.960.51Other107
668EPI.renal_distal_tubule.repair1.33e-06Nonsignificant—0.35Other34102
669EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic1.25e-06Nonsignificant—0.00Other00
670SKM.type_1_slow.contractile1.07e-06Nonsignificant0.960.63Other5968
671MAC.alveolar.lipid_autophagy9.05e-07Nonsignificant—0.00Other3544
672EPI.skin_appendage_keratinocyte.sebaceous_apocrine7.01e-07Nonsignificant—0.00Other3982
673EPI.skin_interfollicular_spinous.stress_UPR6.95e-07Nonsignificant—0.00Other00
674EPI.skin_interfollicular_spinous.inflammatory6.71e-07Nonsignificant—0.00Other00
675CM.anti_inflammatory3.99e-07Nonsignificant0.990.86Other4241,503
676EPI.skin_sweat_duct_keratinocyte.signal_gate1.63e-07Nonsignificant—0.00Other4326
677EPI.renal_distal_tubule.immune_modulatory1.12e-07Nonsignificant—0.53Other00
678CM.translation_boost_RPS7.95e-08Nonsignificant0.990.84Other6916
679MAC.alveolar.scavenging_endocytic3.37e-08Nonsignificant—0.24Other140283
680EPI.skin_interfollicular_spinous.transition_basal2.48e-08Nonsignificant1.000.24Other100127
681EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate2.47e-08Nonsignificant—0.00Other00
682EPI.skin_sweat_duct_keratinocyte.proliferative_S1.75e-08Nonsignificant—0.00Other00
683MAC.alveolar.biosynthetic_sterol_heme1.21e-08Nonsignificant0.900.78Other34740
684EPI.intrahepatic_cholangiocyte_transport.mucin_secretory6.80e-09Nonsignificant—0.00Other00
685EPI.hepatic_ductular_cholangiocyte.ion_transport2.85e-09Nonsignificant—0.00Other00
686EPI.renal_distal_tubule.ion_transport2.16e-09Nonsignificant—0.00Other00
687EPI.skin_interfollicular_spinous.proliferative1.78e-09Nonsignificant—0.00Other00
688EPI.renal_distal_tubule.stress1.90e-11Nonsignificant—0.00Other00

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

180 unique genes. Showing 1–180. 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)
GNGT201-High0.554.77G1C1—monocyte (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_Tem.TEMRA (Tier: specific)
B.age_associated.migratory (Tier: relevant)
MONO.CD14.APC_like (Tier: relevant)
T.CD8_Tem.baseline (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
T.CD8_Tem.stress_adapted (Tier: relevant)
54 cells — complete matches34141
ANKRD4401-High0.523.44G1C1MAC.kupffer.monocyte_like (L2)B_cell (Tier: specific)
B.memory (Tier: specific)
B.naive (Tier: relevant)
24 cells — complete matches1064
BRD1001-High0.504.52G1C1———316
ITIH402-Medium0.669.73G1C2EPI.hepatic_ductular_cholangiocyte.acute_phase_complement (L2)B.memory (Tier: specific)
B.memory.migratory (Tier: relevant)
DC.cDC2.monocyte_like (Tier: relevant)
T.CD8_Tem.stress_adapted (Tier: relevant)
57 cells — complete matches121499
ENSG0000024369602-Medium0.669.48G1C2———115488
UQCC502-Medium0.606.21G1C2———3553
STIMATE02-Medium0.5910.46G1C2———88402
NT5DC202-Medium0.596.03G1C2——31 cells — complete matches72152
STIMATE-MUSTN102-Medium0.5910.27G1C2———105426
FBP102-Medium0.596.28G1C2MONO.CD16.inflammatory (L2)monocyte (Tier: specific)
natural_killer_cell (Tier: specific)
MONO.CD14 (Tier: specific)
NK.natural_killer_cell (Tier: specific)
dendritic_cell (Tier: relevant)
B.naive.antigen_presenting_ready (Tier: relevant)
DC.cDC2.monocyte_like (Tier: relevant)
MONO.CD14.APC_like (Tier: relevant)
79 cells — complete matches1536
KLHDC8B02-Medium0.596.52G1C2IPSC.neural_primed (L2)—17 cells — complete matches44134
C17orf5802-Medium0.579.77G1C2—T.CD8_Tem.TEMRA (Tier: specific)
DC.cDC2.monocyte_like (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
13 cells — complete matches2050
MUSTN102-Medium0.579.09G1C2—T.CD8_Tem.stress_adapted (Tier: relevant)31 cells — complete matches81386
PBRM102-Medium0.575.35G1C2——MONO.CD14.platelet_bound (L2)48123
STAB102-Medium0.566.31G1C2MAC.MDM.complement_resolving (L2), MAC.kupffer.metabolic (L2), MAC.resident_cardiac.phagocytic_homeostasis (L2)monocyte (Tier: specific)
MONO.CD14 (Tier: specific)
DC.cDC2.monocyte_like (Tier: relevant)
66 cells — complete matches120362
NEK402-Medium0.567.61G1C2——14 cells — complete matches101475
ENSG0000029121402-Medium0.568.32G1C2———411
LINC0067402-Medium0.568.32G1C2———411
ENSG0000026505502-Medium0.568.27G1C2———45
ENSG0000027914402-Medium0.568.98G1C2———79423
ITIH302-Medium0.566.66G1C2EPI.hepatic_ductular_cholangiocyte.acute_phase_complement (L2), HEP.pericentral_lipoprotein.ApoB_coagulation (L2)—31 cells — complete matches95457
ABI302-Medium0.555.60G1C2DC.cDC1.homeostatic_inhibitory (L2), MONO.CD14.APC_like (L2), T.CD4_Trm.helper_like (L2)natural_killer_cell (Tier: specific)
B.memory (Tier: specific)
NK.natural_killer_cell (Tier: specific)
T.CD8_Tem (Tier: specific)
NK.cytokine_quiescent (Tier: specific)
THYMO.proliferative_S (Tier: specific)
DC.cDC2.monocyte_like (Tier: relevant)
MONO.CD14.APC_like (Tier: relevant)
NK.adaptive_biosynthetic_primed (Tier: relevant)
NK.adaptive_terminal_cytotoxic (Tier: relevant)
T.CD4_cytotoxic.NK_adapted (Tier: relevant)
T.CD4_cytotoxic.terminal_effector (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
T.CD8_Tem.stress_adapted (Tier: relevant)
91 cells — complete matches42147
KPNA202-Medium0.559.39G2C2EPI.esophageal_suprabasal.proliferative_G2M (L2), EPI.skin_interfollicular_spinous.stress_UPR (L2)B.naive.proteostasis (Tier: relevant)21 cells — complete matches24
WDR602-Medium0.555.91G1C2——6 cells — complete matches1122
ITIH102-Medium0.546.51G1C2——23 cells — complete matches124481
BPTF02-Medium0.5310.64G2C2——B.memory.pDC_imprint (L2), T.CD4_Treg.tissue_effector (L2)10
QARS102-Medium0.526.44G1C2———1323
TRAF302-Medium0.527.64G2C1—B_cell (Tier: specific)
B.memory (Tier: specific)
B.age_associated.activated (Tier: relevant)
B.age_associated.migratory (Tier: relevant)
B.naive.remodeling (Tier: relevant)
27 cells — complete matches1326
GNL302-Medium0.525.31G1C2——4 cells — complete matches816
MIR689002-Medium0.516.07G1C2———1323
ENSG0000029771202-Medium0.516.15G1C2———95453
ENSG0000030672602-Medium0.518.80G2C2———00
AMN02-Medium0.506.77G1C2EPI.ileal_bile_transport.absorptive_xenobiotic (L2)DC.pDC (Tier: specific)
B.naive.purinergic (Tier: specific)
B.naive (Tier: relevant)
B.naive.proteostasis (Tier: relevant)
B.naive.remodeling (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
55 cells — complete matches1719
ENSG0000031006602-Medium0.4910.34G2C2———24
GLT8D102-Medium0.495.17G1C2——FIB.barrier_purinergic.lipid_secretory (L2), T.CD8_Trm.dendritic_recruiter (L2)2060
FLJ4019402-Medium0.496.23G2C2———2193
ENSG0000025400602-Medium0.495.17G1C2———00
MIR466502-Medium0.483.85G1C2———18
SPCS102-Medium0.485.21G1C2——10 cells — complete matches723
ERMP102-Medium0.474.83G1C2—B.naive.proteostasis (Tier: relevant)
ILC2.quiescent (Tier: relevant)
26 cells — complete matches46
PHOSPHO102-Medium0.476.28G2C2——10 cells — complete matches2193
ENSG0000029946902-Medium0.465.74G1C2———1536
ENSG0000030140902-Medium0.469.20G2C2———12
FBP202-Medium0.464.63G1C2——11 cells — complete matches1435
RFT102-Medium0.466.41G2C1—T.CD8_Tem.TEMRA (Tier: specific)10 cells — complete matches54125
P4HTM02-Medium0.465.24G2C2—T.CD4_cytotoxic.NK_adapted (Tier: relevant)
T.CD4_cytotoxic.terminal_effector (Tier: relevant)
4 cells — complete matches00
NCKIPSD02-Medium0.464.03G2C2——12 cells — complete matches2474
CYP7B102-Medium0.457.91G2C2FIB.transitioning.ISG_primed_interface (L2)HPC.MEP (Tier: specific)
haematopoietic_progenitor_cell (Tier: relevant)
HPC.haematopoietic_progenitor_cell (Tier: relevant)
ILC2.quiescent (Tier: relevant)
28 cells — complete matches00
ENSG0000030749202-Medium0.454.56G1C2———03
SATB1-AS102-Medium0.457.80G2C2———728
ENSG0000025950802-Medium0.456.76G1C2———2142
MIR19102-Medium0.456.60G2C2———00
MIR42502-Medium0.456.60G2C2———00
HSPE102-Medium0.454.66G1C2B.naive.restrained (L2), EC.capillary.stress (L2), EC.liver_sinusoidal.stress (L2), EPI.pancreatic_acinar.stress (L2), EPI.pancreatic_ductal_bicarbonate.stress (L2), EPI.renal_principal_cell.inflammatory (L2), FIB.interstitial.immune_interact (L2), FIB.skin_sheath.stress_chaperone (L2), HEP.acute_phase.complement_metabolic (L2), MAC.kupffer.stress (L2), NK.adaptive_adipose_stress (L2), NK.cytokine_lung_immediate_early (L2), OLG.myelinating_stress (L2), T.CD4_Tcm.stress (L2), T.CD4_Trm.metal_stress (L2), T.CD4_naive.mature_mitoprot (L2), T.CD4_naive.neddylation_mitoprot (L2), T.CD4_naive.proteostasis_mitoprot (L2), T.CD4_naive.survival_mitoprot (L2), T.CD8_Tem.stress_adapted (L2), T.CD8_Trm.dendritic_recruiter (L2), T.CD8_transitional.stress (L2), THYMO.SP_CD8_naive_stress (L2)T.CD8_Tem.stress_adapted (Tier: relevant)29 cells — complete matches02
HSPE1-MOB402-Medium0.454.66G1C2EC.capillary.stress (L2), EC.liver_sinusoidal.stress (L2), FIB.skin_sheath.stress_chaperone (L2)T.CD8_Tem.stress_adapted (Tier: relevant)29 cells — complete matches02
SLC25A2002-Medium0.455.22G2C2——10 cells — complete matches00
NDUFAF302-Medium0.455.61G2C2——EPI.skin_follicular_keratinizing (L1S), EPI.skin_follicular_keratinizing.transit_amplifying (L2), T.CD8_Tcm.NK_like (L2)11
ENSG0000027243402-Medium0.445.57G2C2———00
ENSG0000028799802-Medium0.447.61G2C2———00
ENSG0000030626302-Medium0.4410.34G2C2———48
ARIH2OS02-Medium0.435.23G2C2—T.CD8_Tem.TEMRA (Tier: specific)
T.CD4_cytotoxic.terminal_effector (Tier: relevant)
17 cells — complete matches00
IMPDH202-Medium0.435.05G2C2——EC.liver_sinusoidal.prostanoid (L2), EPI.cervical_suprabasal.secretory_vesicle (L2)00
IHO102-Medium0.436.34G2C2———2781
DALRD302-Medium0.435.64G2C2——4 cells — complete matches45
ZNF65202-Medium0.435.80G1C2—B.age_associated.activated (Tier: relevant)5 cells — complete matches2193
SF3B102-Medium0.435.26G1C2——B.age_associated.naive_transitional (L2), PLAT.megakaryocytic (L2)550
UBA702-Medium0.432.18G1C2—DC.pDC (Tier: specific)
DC.pDC.baseline (Tier: relevant)
13 cells — complete matches4084
ENSG0000025278702-Medium0.435.33G2C2———00
ENSG0000028090402-Medium0.435.33G2C2———00
ENSG0000030593702-Medium0.437.48G2C2———1238
ENSG0000027873002-Medium0.437.19G2C2———24
RHOA02-Medium0.422.98G1C2FIB.barrier_secretory.remodeling (L2)—EPI.salivary_serous_acinar.secretory_active (L2)922
MST102-Medium0.422.77G1C2EPI.hepatic_ductular_cholangiocyte.acute_phase_complement (L2)NK.adaptive_biosynthetic_primed (Tier: relevant)44 cells — complete matches67154
C3orf6202-Medium0.424.76G2C2—DC.cDC2.monocyte_like (Tier: relevant)
T.CD8_Tem.stress_adapted (Tier: relevant)
17 cells — complete matches2187
IP6K202-Medium0.424.60G2C2———516
PPM1M02-Medium0.422.21G1C2THYMO.CD8aa_IELp (L2)B.age_associated.migratory (Tier: relevant)
DC.pDC.baseline (Tier: relevant)
11 cells — complete matches86217
ENSG0000028932602-Medium0.417.66G2C2———2254
PPP2R5CP02-Medium0.412.55G2C2———1311
SEMA3G02-Medium0.413.91G1C2——20 cells — complete matches5485
ARIH202-Medium0.415.38G2C2——T.CD4_Th2 (L1S), T.CD4_Th2.precursor (L2)13
PRKCD02-Medium0.415.38G2C1——14 cells — complete matches2244
NISCH02-Medium0.416.46G1C2——7 cells — complete matches54178
ENSG0000030996502-Medium0.415.36G2C2———1434
QRICH102-Medium0.416.37G2C2——MAC.proliferating.stress (L2), T.CD4_naive.purinergic (L2), T.CD8_transitional.effector_primed (L2)00
ENSG0000022539902-Medium0.405.92G1C2———3393
SUPT7L02-Medium0.403.61G2C1——6 cells — complete matches413
ENSG0000025951502-Medium0.407.09G2C2———46
SLC4A1AP02-Medium0.403.58G2C1——T.CD4_Tcm.secretory (L2)47
ENSG0000030088402-Medium0.399.00G2C2———25
ENSG0000030629502-Medium0.392.19G2C2———00
ENSG0000030626102-Medium0.392.25G1C2———71154
TWF2-DT02-Medium0.382.53G2C2———68147
PCAT702-Medium0.383.80G1C2——4 cells — complete matches1435
TWF202-Medium0.382.50G2C2——4 cells — complete matches72151
ENSG0000022334302-Medium0.385.31G2C2———00
ENSG0000023523602-Medium0.385.31G2C2———00
MLANA02-Medium0.384.96G2C2melanocyte (L1), MEL.melanocyte (L1S)—7 cells — complete matches22
CDC42BPB02-Medium0.385.79G2C1—B.age_associated (Tier: relevant)
B.age_associated.activated (Tier: relevant)
B.naive.antigen_presenting_ready (Tier: relevant)
21 cells — complete matches710
LAMB202-Medium0.387.07G2C2ASPC.secretory (L2)T.CD4_cytotoxic.NK_adapted (Tier: relevant)10 cells — complete matches1640
USP1902-Medium0.376.57G2C2ASPC.secretory (L2)T.CD4_cytotoxic.NK_adapted (Tier: relevant)6 cells — complete matches34
ENSG0000029031502-Medium0.376.28G2C2———00
AMT02-Medium0.372.97G2C2—DC.cDC2.monocyte_like (Tier: relevant)16 cells — complete matches2032
ENSG0000028653102-Medium0.375.44G2C2———2375
HSPD102-Medium0.374.80G2C2B.naive.restrained (L2), EC.capillary.stress (L2), EC.liver_sinusoidal.stress (L2), EPI.ileal_goblet.immature (L2), EPI.pancreatic_acinar.stress (L2), EPI.pancreatic_ductal_bicarbonate.stress (L2), NK.cytokine_lung_immediate_early (L2), PERI.inflammatory (L2), T.MAIT.stress (L2), THYMO.DP_early_stress (L2)—20 cells — complete matches00
ENSG0000030502502-Medium0.375.13G1C2———550
CCDC7102-Medium0.366.90G2C2—DC.pDC.immature_metabolic (Tier: relevant)9 cells — complete matches1049
DAG102-Medium0.362.73G2C2—T.CD8_Tem.stress_adapted (Tier: relevant)10 cells — complete matches35
MARCHF102-Medium0.363.08G2C2———00
LINC0146002-Medium0.366.30G2C2——cardiomyocyte (L1), CM.cardiomyocyte (L1S), EC.capillary.postcap_venule (L2)1540
PLK202-Medium0.365.06G2C2—neuron (Tier: specific)41 cells — complete matches521
ADAM1102-Medium0.361.22G2C1———00
LINC0223302-Medium0.354.08G2C1——FIB.barrier_purinergic (L1S), FIB.barrier_purinergic.lipid_secretory (L2)00
ENSG0000027957302-Medium0.359.29G2C2———00
TCTA02-Medium0.353.02G2C2—B.naive.proteostasis (Tier: relevant)B.naive.proteostasis (L2), DC.cDC1.cross_presenting (L2), MONO.CD16.platelet_bound (L2)1126
ENSG0000029031802-Medium0.342.90G2C2———54134
AMIGO302-Medium0.342.08G2C2—DC.pDC (Tier: specific)
T.CD8_Tem.TEMRA (Tier: specific)
DC.pDC.baseline (Tier: relevant)
DC.pDC.immature_metabolic (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
T.CD8_Tem.stress_adapted (Tier: relevant)
16 cells — complete matches28
ENSG0000028318902-Medium0.332.88G2C2———921
NICN102-Medium0.332.87G2C2—B.age_associated.migratory (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
T.CD8_Tem.stress_adapted (Tier: relevant)
20 cells — complete matches1022
RBKS02-Medium0.336.17G2C2FIB.adventitial.activated_remodelling (L2), SMC.activated (L2)monocyte (Tier: specific)
MONO.CD14 (Tier: specific)
B.age_associated (Tier: relevant)
B.age_associated.migratory (Tier: relevant)
B.naive.antigen_presenting_ready (Tier: relevant)
DC.cDC2.monocyte_like (Tier: relevant)
T.CD4_cytotoxic.NK_adapted (Tier: relevant)
49 cells — complete matches140286
COQ10B02-Medium0.335.00G1C2——EPI.extrahepatic_cholangiocyte.barrier_interface (L2)550
ENSG0000026750502-Medium0.330.76G2C1———12
NPM1P4602-Medium0.335.04G2C2———00
ENSG0000030091102-Medium0.336.16G2C2———618
RNF12302-Medium0.332.40G2C2—DC.pDC (Tier: specific)
B.age_associated (Tier: relevant)
B.age_associated.migratory (Tier: relevant)
DC.pDC.baseline (Tier: relevant)
T.CD8_Tem.baseline (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
19 cells — complete matches58117
GMPPB02-Medium0.332.24G2C2——12 cells — complete matches11
B4GALNT202-Medium0.332.56G2C2EPI.renal_principal_cell.canonical_vasopressin (L2)—21 cells — complete matches1120
ENSG0000031044602-Medium0.338.27G2C2———10
BHLHE2202-Medium0.3310.80G2C2——27 cells — complete matches00
ENSG0000030307502-Medium0.335.02G1C2———550
BHLHE22-AS102-Medium0.3211.57G2C2———14
BABAM202-Medium0.315.68G2C2——EC.arterial.angiogenic_tip (L2), T.CD4_Tcm.synapse_dynamics (L2)917
EFTUD202-Medium0.311.77G2C1—DC.pDC.poised_migratory (Tier: relevant)DC.pDC.poised_migratory (L2), EC.arterial.ion_pump (L2), T.CD4_naive.survival_neddylation (L2)11
IP6K102-Medium0.312.42G2C2—T.CD4_cytotoxic.terminal_effector (Tier: relevant)6 cells — complete matches00
PRKAR2A02-Medium0.315.04G2C2——4 cells — complete matches11
ENSG0000027988002-Medium0.319.25G2C2———00
TKT02-Medium0.315.07G2C2B.memory.migratory (L2), DC.cDC1.homeostatic_inhibitory (L2)—6 cells — complete matches2171
USP402-Medium0.313.55G2C2——4 cells — complete matches3768
SFMBT102-Medium0.308.70G2C2—B.memory.migratory (Tier: relevant)
B.naive.proteostasis (Tier: relevant)
T.CD4_cytotoxic.terminal_effector (Tier: relevant)
20 cells — complete matches65186
ANKRD44-IT102-Medium0.304.00G2C2———610
GAPT02-Medium0.305.42G2C2—B_cell (Tier: specific)
monocyte (Tier: specific)
B.memory (Tier: specific)
DC.pDC (Tier: specific)
MONO.CD14 (Tier: specific)
B.naive.purinergic (Tier: specific)
dendritic_cell (Tier: relevant)
haematopoietic_progenitor_cell (Tier: relevant)
B.age_associated (Tier: relevant)
B.naive (Tier: relevant)
HPC.haematopoietic_progenitor_cell (Tier: relevant)
B.age_associated.activated (Tier: relevant)
B.age_associated.migratory (Tier: relevant)
B.memory.migratory (Tier: relevant)
B.naive.antigen_presenting_ready (Tier: relevant)
B.naive.proteostasis (Tier: relevant)
B.naive.remodeling (Tier: relevant)
DC.cDC2.monocyte_like (Tier: relevant)
DC.pDC.baseline (Tier: relevant)
DC.pDC.immature_metabolic (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
81 cells — complete matches00
GPX102-Medium0.302.92G2C2EPI.cervical_suprabasal.secretory_vesicle (L2)MONO.CD14 (Tier: specific)
platelet (Tier: relevant)
PLAT.platelet (Tier: relevant)
DC.cDC2.monocyte_like (Tier: relevant)
DC.pDC.baseline (Tier: relevant)
MONO.CD14.APC_like (Tier: relevant)
36 cells — complete matches53128
ENSG0000022201702-Medium0.295.14G2C1———433
ENSG0000028641902-Medium0.292.21G2C2———72153
LINC0183002-Medium0.297.46G2C2———00
ENSG0000029416502-Medium0.294.70G2C1———07
LINC0210102-Medium0.295.99G2C2——EC.venous.remodeling_stalk (L2)11
ENSG0000029503702-Medium0.281.82G2C2———1234
ENSG0000030542702-Medium0.283.62G2C2———610
ENSG0000026740502-Medium0.280.93G2C1———00
GJC102-Medium0.280.88G2C1—B.germinal_center (Tier: relevant)38 cells — complete matches325
ENSG0000029615302-Medium0.282.77G2C2———3890
ENSG0000030771202-Medium0.271.06G2C1———00
MOB402-Medium0.274.69G2C1——T.CD4_cytotoxic.activated (L2)00
MRPL3302-Medium0.277.11G2C2———2053
ENSG0000025997002-Medium0.272.68G2C2———52132
APEH02-Medium0.272.95G2C2—DC.cDC2.monocyte_like (Tier: relevant)DC.cDC2.monocyte_like (L2)2785
SPATA31H102-Medium0.263.54G2C2———4991,593
ENSG0000029517202-Medium0.262.64G2C2———00
SMIM3102-Medium0.261.07G2C1—EPI.endocervical_secretory.squamous_barrier (Tier: relevant)34 cells — complete matches00
NPY5R02-Medium0.261.96G2C1——30 cells — complete matches23
LINC0247702-Medium0.264.60G2C2———11
MARS202-Medium0.254.60G2C1—B.age_associated (Tier: relevant)
B.age_associated.migratory (Tier: relevant)
ILC2.quiescent (Tier: relevant)
T.CD8_Tem.baseline (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
30 cells — complete matches011
ANKRD44-AS102-Medium0.253.38G2C2———738
RFTN202-Medium0.254.27G2C1EPI.pancreatic_ductal_perivascular.baseline (L2)—33 cells — complete matches434
MCHR202-Medium0.253.26G2C2—neuron (Tier: specific)9 cells — complete matches00
ENSG0000024892702-Medium0.246.73G2C2———32
GCKR02-Medium0.233.04G2C2——22 cells — complete matches5871,789
ENSG0000029920102-Medium0.231.87G2C2———11
ENSG0000022873902-Medium0.223.49G2C2———00
TRAIP02-Medium0.222.15G2C2—T.CD8_Tem.baseline (Tier: relevant)19 cells — complete matches1010
ENSG0000030838202-Medium0.228.00G2C2———00
BOLL02-Medium0.214.30G2C1—B.naive.remodeling (Tier: relevant)4 cells — complete matches00
IGHV3-3002-Medium0.182.90G2C2———37118
ENSG0000030793802-Medium0.181.70G2C2———00
NPY1R02-Medium0.181.88G2C2NEU.INH_PVALB.metabotropic (L2)—48 cells — complete matches23
ENSG0000023120402-Medium0.180.59G2C2———901,038
TMA1602-Medium0.171.87G2C2—B.memory.migratory (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
4 cells — complete matches00
ENSG0000027344902-Medium0.162.14G2C2———00
ENSG0000024875202-Medium0.153.30G2C2———01
NAF102-Medium0.140.80G2C2——8 cells — complete matches00

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.