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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.

PROLV001908 · All tissues

SNCA levels: 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.

Description

Combined from 2 individual traits. The measured abundance of the SNCA protein, reflecting its production, release and clearance. Protein abundance is distinct from expression of the corresponding gene.

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 →

Protein levels. Arithmetic average of mean IC scores across 2 member individual traits; individual traits are equally weighted, not pooled as independent P-values.

Member individual traits (2)

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 scoreSignificanceBest child CSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1platelet10.77Significant—1.49Relevant85104
2granulosa_cell9.58Significant7.07e-05 [GCST90470694]1.24Specific293670
3monocyte9.49Significant3.30e-49 [GCST90240258]1.33Specific2,1763,871
4induced_pluripotent_stem_cell9.35Significant3.28e-28 [GCST90240258]1.04Other00
5dendritic_cell8.37Significant4.34e-03 [GCST90240258]1.05Other496724
6oligodendrocyte_precursor_cell5.56Significant6.44e-08 [GCST90470694]1.23Other4611,454
7neuron4.90Nominal0.55 [GCST90240258]0.76Other3301,328
8adipocyte4.50Nominal1.00 [GCST90240258]0.99Other33111
9astrocyte4.23Nominal0.75 [GCST90240258]0.71Other2561,203
10hepatocyte4.08Nominal0.21 [GCST90240258]0.90Other1,5153,822
11skeletal_muscle_cell3.91Nominal1.85e-22 [GCST90470694]1.05Other9442,600
12thymocyte3.81Nominal9.65e-18 [GCST90470694]1.13Other168512
13chondrocyte3.54Nominal1.00 [GCST90240258]1.01Other5481,069
14macrophage3.23Nominal7.31e-05 [GCST90470694]1.05Other8131,732
15innate_lymphoid_cell_23.06Nominal0.67 [GCST90470694]0.91Other38
16melanocyte2.61Nonsignificant0.30 [GCST90470694]1.00Other97309
17natural_killer_cell2.37Nonsignificant1.46e-32 [GCST90470694]0.93Other1,2042,052
18endothelial_cell2.26Nonsignificant6.26e-03 [GCST90470694]0.97Other373974
19haematopoietic_progenitor_cell2.22Nonsignificant1.00 [GCST90240258]0.91Other262502
20mesothelial_cell2.04Nonsignificant1.00 [GCST90240258]0.57Other636
21adipose_stem_and_progenitor_cell1.67Nonsignificant1.00 [GCST90240258]0.84Other327954
22schwann_cell1.54Nonsignificant1.00 [GCST90240258]0.56Other1057
23microglia0.97Nonsignificant1.00 [GCST90240258]0.58Other61129
24T_cell0.92Nonsignificant1.00 [GCST90240258]0.65Other470959
25pericyte0.89Nonsignificant1.00 [GCST90240258]0.72Other128517
26epithelial_cell0.67Nonsignificant1.00 [GCST90240258]0.68Other2447
27fibroblast0.58Nonsignificant1.00 [GCST90240258]0.72Other184826
28smooth_muscle_cell0.57Nonsignificant1.00 [GCST90240258]0.71Other27139
29muscle_stem_cell0.50Nonsignificant1.00 [GCST90240258]0.65Other727
30plasma_cell0.32Nonsignificant1.00 [GCST90240258]0.61Other1724
31granulocyte0.31Nonsignificant1.00 [GCST90240258]0.63Other56
32cardiomyocyte0.17Nonsignificant1.00 [GCST90240258]0.67Other5332,045
33B_cell0.15Nonsignificant1.00 [GCST90240258]0.72Other356694
34oligodendrocyte7.12e-04Nonsignificant1.00 [GCST90240258]0.27Other3851,507

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceBest child CSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1PLAT.platelet10.77Significant—0.00Relevant3853
2MONO.CD1410.17Significant1.10e-47 [GCST90470694]2.11Specific2,2944,139
3DC.cDC29.96Significant3.26e-07 [GCST90240258]1.67Specific1,1891,793
4GRNLSA.granulosa_cell9.58Significant——Specific2570
5IPSC.induced_pluripotent_stem_cell9.35Significant——Other00
6NEU.EXC_CT7.62Significant0.10 [GCST90240258]1.08Other362384
7NEU.INH_PVALB7.25Significant0.11 [GCST90240258]1.16Other193183
8EC.lymphatic6.95Significant1.04e-05 [GCST90240258]1.46Specific630998
9MAC.MDM6.31Significant1.26e-11 [GCST90240258]1.29Other623986
10SKM.type_2_fast6.05Significant3.58e-32 [GCST90470694]2.21Other9722,639
11MAC.proliferating6.01Significant0.12 [GCST90240258]1.10Other87253
12MONO.CD165.96Significant1.00 [GCST90240258]0.34Other1,3041,835
13EC.liver_sinusoidal5.91Significant7.15e-04 [GCST90240258]1.45Specific1,0831,925
14NEU.EXC_IT5.78Significant0.10 [GCST90240258]1.00Other411192
15OPC.oligodendrocyte_precursor_cell5.56Significant——Other4131,269
16HEP.periportal_metabolic5.28Nominal1.83e-14 [GCST90240258]1.46Other1,7504,427
17EPI.skin_keratinocyte_proliferating4.78Nominal0.60 [GCST90240258]0.79Other4776
18MAC.LAM4.70Nominal1.08e-10 [GCST90470694]1.29Other9142,064
19NEU.EXC_SYT24.53Nominal—0.68Other4077
20HEP.acute_phase4.52Nominal0.08 [GCST90240258]1.13Other1,4413,641
21ADIPO.adipocyte4.50Nominal——Other2062
22ASTRO.astrocyte4.23Nominal——Other2281,111
23DC.pDC4.21Nominal1.00 [GCST90240258]0.25Other4961,028
24B.age_associated3.95Nominal7.77e-03 [GCST90470694]1.22Other207350
25DC.cDC13.93Nominal0.10 [GCST90470694]0.77Other55112
26THYMO.thymocyte3.81Nominal——Other163495
27EPI.skin_hair_follicle_bulge3.66Nominal0.09 [GCST90240258]1.08Other51178
28CHOND.chondrocyte3.54Nominal——Other519730
29FIB.skin_tenogenic3.41Nominal—1.61Other108227
30EPI.skin_appendage_keratinocyte3.24Nominal0.10 [GCST90240258]0.98Other87222
31FIB.skin_papillary3.17Nominal—1.69Other00
32MAC.alveolar3.13Nominal0.04 [GCST90470694]0.79Other1,4323,122
33ILC2.innate_lymphoid_cell_23.06Nominal——Other20
34EPI.esophageal_basal2.99Nonsignificant0.60 [GCST90240258]1.15Other410
35EPI.pancreatic_islet2.97Nonsignificant0.64 [GCST90470694]1.12Other52132
36EC.capillary2.85Nonsignificant2.84e-18 [GCST90470694]1.05Other5141,635
37NEU.EXC_NTNG12.79Nonsignificant—0.46Other00
38EPI.skin_sweat_duct_keratinocyte2.75Nonsignificant0.08 [GCST90470694]1.11Other146301
39EPI.salivary_mucous_acinar2.63Nonsignificant1.13e-03 [GCST90240258]0.69Other6391,189
40FIB.hepatic_stellate_cell2.63Nonsignificant—1.11Other64252
41MEL.melanocyte2.61Nonsignificant——Other79242
42HEP.canalicular_transport2.59Nonsignificant0.73 [GCST90470694]0.71Other1,2903,434
43DC.mig2.43Nonsignificant—0.44Other89156
44EPI.skin_follicular_keratinizing2.40Nonsignificant0.60 [GCST90240258]1.03Other3081
45NK.natural_killer_cell2.37Nonsignificant——Other1,2042,045
46FIB.skin_sheath2.29Nonsignificant0.24 [GCST90470694]1.20Other49118
47MAC.resident_repair2.28Nonsignificant0.62 [GCST90240258]0.74Other7961,426
48T.CD4_cytotoxic2.24Nonsignificant2.76e-11 [GCST90470694]1.34Other8551,493
49HPC.haematopoietic_progenitor_cell2.22Nonsignificant——Other211370
50EPI.esophageal_suprabasal2.18Nonsignificant0.96 [GCST90470694]1.05Other158404
51T.CD8_Tem2.11Nonsignificant1.60e-49 [GCST90470694]1.49Other1,0831,857
52MESO.mesothelial_cell2.04Nonsignificant——Other218
53T.CD4_Trm2.02Nonsignificant7.77e-12 [GCST90470694]1.35Other176363
54T.MAIT2.00Nonsignificant4.82e-16 [GCST90470694]1.34Other469855
55MAC.resident_iron1.79Nonsignificant1.00 [GCST90240258]0.71Other1621
56EC.arterial1.76Nonsignificant1.00 [GCST90240258]0.78Other356885
57FIB.reticular1.70Nonsignificant0.09 [GCST90470694]0.91Other1987
58EPI.extrahepatic_cholangiocyte1.69Nonsignificant—1.09Other3771
59ASPC.adipose_stem_and_progenitor_cell1.67Nonsignificant——Other324930
60T.gamma_delta1.66Nonsignificant2.79e-10 [GCST90470694]1.30Other5881,078
61FIB.transitioning1.57Nonsignificant0.23 [GCST90470694]1.17Other172497
62SCHWN.schwann_cell1.54Nonsignificant——Other733
63EPI.skin_interfollicular_spinous1.52Nonsignificant0.28 [GCST90240258]0.69Other260563
64EPI.thymic_cortical1.52Nonsignificant0.25 [GCST90470694]1.09Other442824
65FIB.neurolectin_mucosa1.51Nonsignificant3.55e-03 [GCST90240258]1.11Other133394
66EC.venous1.43Nonsignificant1.04e-05 [GCST90240258]0.69Other5161,387
67EPI.ileal_goblet1.41Nonsignificant0.60 [GCST90240258]0.95Other181432
68NEU.INH_LAMP51.39Nonsignificant0.63 [GCST90470694]0.72Other263532
69EPI.colonic_enteroendocrine1.21Nonsignificant—1.00Other11
70FIB.skin_neurosecretory1.12Nonsignificant—0.99Other00
71EPI.salivary_duct_ion_transport1.11Nonsignificant1.00 [GCST90240258]0.87Other511
72T.CD4_Th171.09Nonsignificant0.35 [GCST90470694]1.08Other421794
73EC.heart_remodeling1.05Nonsignificant0.78 [GCST90240258]0.75Other5691,594
74B.germinal_center1.04Nonsignificant0.24 [GCST90240258]1.17Other233655
75SKM.type_1_slow1.03Nonsignificant1.00 [GCST90240258]0.00Other9232,478
76EPI.renal_thick_ascending_limb1.01Nonsignificant8.86e-04 [GCST90470694]0.81Other4531,153
77MG.microglia0.97Nonsignificant——Other490
78EPI.endocervical_secretory0.90Nonsignificant—0.46Other00
79EPI.skin_keratinocyte_basal0.89Nonsignificant—0.31Other1326
80PERI.pericyte0.89Nonsignificant——Other1170
81EPI.hepatic_ductular_cholangiocyte0.88Nonsignificant1.00 [GCST90240258]0.82Other83243
82FIB.barrier_secretory0.87Nonsignificant0.50 [GCST90240258]1.13Other81228
83T.CD4_Th20.86Nonsignificant—0.74Other12
84T.CD4_Tfh0.83Nonsignificant1.00 [GCST90240258]0.98Other4745
85T.CD8_transitional0.83Nonsignificant0.28 [GCST90470694]1.08Other497932
86T.CD4_Tem0.81Nonsignificant1.00 [GCST90240258]0.93Other365697
87HEP.pericentral_lipoprotein0.79Nonsignificant—0.21Other00
88EPI.pancreatic_ductal_mucinous0.77Nonsignificant1.00 [GCST90240258]0.52Other219430
89T.CD8_Tcm0.76Nonsignificant1.00 [GCST90240258]0.77Other460926
90T.CD4_Tcm0.73Nonsignificant1.00 [GCST90240258]0.81Other494988
91MAC.microglia_like0.71Nonsignificant1.00 [GCST90240258]0.38Other124179
92T.CD4_transitional0.71Nonsignificant0.70 [GCST90240258]0.86Other48110
93EPI.salivary_duct_excretory0.64Nonsignificant1.00 [GCST90240258]0.98Other85180
94EPI.tracheal_basal0.62Nonsignificant0.54 [GCST90470694]0.94Other3981,120
95FIB.interstitial0.58Nonsignificant0.24 [GCST90470694]1.06Other288940
96SMC.smooth_muscle_cell0.57Nonsignificant——Other20101
97MAC.kupffer0.57Nonsignificant0.12 [GCST90240258]0.71Other189530
98T.CD4_naive0.55Nonsignificant1.00 [GCST90240258]0.66Other399866
99MUSC.muscle_stem_cell0.50Nonsignificant——Other418
100FIB.tracheal_subepithelial0.49Nonsignificant—0.34Other00
101EPI.tracheal_submucosal_gland0.47Nonsignificant—0.68Other00
102NEU.INH_VIP0.44Nonsignificant1.00 [GCST90240258]0.43Other241366
103EPI.gastric_foveolar0.40Nonsignificant—0.32Other00
104T.CD8_naive0.40Nonsignificant1.00 [GCST90240258]0.50Other317708
105EPI.intrahepatic_cholangiocyte_defense0.38Nonsignificant—0.27Other813
106T.CD8_Trm0.38Nonsignificant1.00 [GCST90240258]0.56Other211346
107GRANU.MAST0.37Nonsignificant0.05 [GCST90240258]1.73Other56
108EPI.lung_multiciliated0.37Nonsignificant1.00 [GCST90240258]0.65Other1649
109EPI.salivary_intercalated_defense0.37Nonsignificant1.00 [GCST90240258]0.89Other81161
110EPI.renal_distal_tubule0.37Nonsignificant1.00 [GCST90240258]0.98Other133361
111EPI.intrahepatic_cholangiocyte_transport0.35Nonsignificant—0.03Other1242
112FIB.barrier_purinergic0.35Nonsignificant—0.44Other13
113PC.IgG_systemic0.34Nonsignificant0.33 [GCST90470694]0.86Other4160
114PC.IgA_muocsal0.32Nonsignificant1.33e-03 [GCST90240258]1.14Other1831
115FIB.adventitial0.31Nonsignificant0.02 [GCST90240258]0.82Other2681,447
116EPI.pancreatic_ductal_bicarbonate0.28Nonsignificant1.00 [GCST90240258]0.89Other131548
117EPI.lung_club_secretory0.26Nonsignificant1.00 [GCST90240258]1.04Other514
118FIB.perivascular_interface0.26Nonsignificant0.99 [GCST90240258]0.75Other00
119EPI.renal_proximal_tubule0.25Nonsignificant0.96 [GCST90470694]0.75Other525806
120EPI.ileal_bile_transport0.23Nonsignificant1.00 [GCST90240258]0.77Other6193
121EPI.ectocervical_granular0.22Nonsignificant—0.46Other1123
122GRANU.neutrophil0.21Nonsignificant0.84 [GCST90470694]0.24Other1,2352,649
123MAC.resident_cardiac0.20Nonsignificant1.00 [GCST90240258]0.10Other4851,074
124EPI.colonic_tuft0.20Nonsignificant—0.44Other724
125EPI.tracheal_suprabasal0.18Nonsignificant1.00 [GCST90240258]0.85Other2956
126EPI.skin_keratinocyte_progenitor0.17Nonsignificant—0.25Other03
127CM.cardiomyocyte0.17Nonsignificant——Other5242,032
128EPI.salivary_myoepithelial0.17Nonsignificant0.33 [GCST90470694]0.93Other191714
129EPI.skin_hair_follicle_companion0.15Nonsignificant—0.48Other812
130FIB.suburothelial0.15Nonsignificant0.99 [GCST90240258]0.48Other122432
131FIB.lung_alveolar0.14Nonsignificant—0.02Other615
132EPI.ileal_enterocyte_crypt0.13Nonsignificant1.00 [GCST90240258]0.68Other67113
133EPI.cervical_suprabasal0.12Nonsignificant—0.13Other1450
134EPI.renal_intercalated_cell_type_A0.10Nonsignificant1.00 [GCST90240258]0.83Other67142
135EPI.thymic_medullary0.09Nonsignificant1.00 [GCST90240258]0.68Other26133
136EPI.bile_duct_cholangiocyte0.09Nonsignificant1.00 [GCST90240258]0.65Other3760
137EPI.ileal_enterocyte_absorptive0.08Nonsignificant1.00 [GCST90240258]0.65Other118338
138EPI.renal_principal_cell0.08Nonsignificant1.00 [GCST90240258]0.66Other207403
139EPI.salivary_serous_acinar0.08Nonsignificant1.00 [GCST90240258]0.73Other233531
140B.naive0.06Nonsignificant0.81 [GCST90470694]0.87Other307595
141EPI.skin_sebaceous_duct_luminal0.04Nonsignificant1.00 [GCST90240258]0.62Other100249
142B.memory0.03Nonsignificant1.00 [GCST90240258]0.79Other442882
143T.CD4_Treg0.02Nonsignificant1.00 [GCST90240258]0.44Other244511
144EPI.colonocyte0.02Nonsignificant1.00 [GCST90240258]0.53Other294815
145EPI.alveolar_type_20.02Nonsignificant0.57 [GCST90470694]0.77Other8131,853
146EPI.renal_intercalated_cell_type_B0.02Nonsignificant—0.11Other67
147EPI.pancreatic_acinar0.02Nonsignificant1.00 [GCST90240258]0.60Other4291,475
148EPI.renal_immature_ureteric_bud0.01Nonsignificant1.00 [GCST90240258]0.61Other217569
149EPI.alveolar_type_19.43e-03Nonsignificant1.00 [GCST90240258]0.50Other26101
150EPI.pancreatic_ductal_perivascular5.42e-03Nonsignificant1.00 [GCST90240258]0.53Other430
151EPI.pancreatic_ductal_progenitor2.82e-03Nonsignificant1.00 [GCST90240258]0.25Other234873
152OLG.oligodendrocyte7.12e-04Nonsignificant——Other3841,397

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceBest child CSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1DC.cDC2.monocyte_like17.85Significant6.67e-04 [GCST90240258]1.88Specific1,285791
2IPSC.canonical_pluripotent17.37Significant3.26e-13 [GCST90240258]1.39Relevant00
3PLAT.megakaryocytic15.67Significant—0.97Relevant00
4DC.cDC2.migratory15.31Significant0.05 [GCST90240258]1.53Specific18539
5IPSC.proliferative15.07Significant3.26e-13 [GCST90240258]1.31Other00
6MONO.CD14.APC_like14.85Significant1.55e-11 [GCST90240258]2.00Specific1,6862,493
7NEU.EXC_IT.neuromodulated13.80Significant8.82e-03 [GCST90240258]1.28Other176116
8GRNLSA.p53_damage13.00Significant—0.67Relevant1310
9NEU.EXC_IT.transitional12.80Significant1.87e-03 [GCST90240258]1.39Other237142
10MONO.CD14.remodeling12.54Significant1.16e-10 [GCST90470694]1.90Specific2,373295
11NEU.EXC_CT.Ca2_sensor12.32Significant—0.72Other00
12GRNLSA.secretory_remodeling12.29Significant0.18 [GCST90240258]1.26Relevant9025
13GRNLSA.cholesterol_mevalonate11.98Significant0.18 [GCST90240258]1.42Relevant94
14MONO.CD14.platelet_bound11.48Significant0.02 [GCST90470694]1.31Specific964176
15DC.cDC2.proliferative10.38Significant—0.21Relevant3971
16GRNLSA.angiocrine_mechanosensory10.27Significant—0.45Relevant00
17NEU.INH_PVALB.serotonergic9.87Significant—1.08Relevant00
18EPI.skin_sweat_duct_keratinocyte.proliferative_G2M9.80Significant—0.76Other00
19GRNLSA.EMT_insulin_signaling9.80Significant0.28 [GCST90240258]1.40Relevant4784
20EC.liver_sinusoidal.remodeling_lipotoxicity9.76Significant—1.20Relevant9058
21NEU.INH_PVALB.fastspike9.67Significant—0.78Relevant2422
22MONO.CD16.inflammatory9.55Significant1.23e-07 [GCST90240258]1.69Specific1,640168
23MONO.CD14.baseline9.35Significant1.00 [GCST90240258]0.51Specific2,26876
24HEP.periportal_metabolic.inflammatory_activated9.02Significant2.68e-03 [GCST90240258]1.00Other7121,610
25NEU.INH_PVALB.neuromodulatory8.96Significant—0.76Relevant00
26GRNLSA.lipid_hypoxia8.95Significant0.85 [GCST90470694]0.84Relevant280
27IPSC.axial_identity_primed8.71Significant0.77 [GCST90240258]0.93Other00
28IPSC.mesenchymal_primed8.41Significant2.82e-05 [GCST90470694]1.09Relevant00
29EC.lymphatic.activated8.39Significant0.21 [GCST90240258]1.09Relevant4773
30IPSC.endoderm_primed8.38Significant0.96 [GCST90240258]1.00Other00
31EC.liver_sinusoidal.inflammatory8.37Significant—0.79Relevant223154
32MONO.CD16.hepatic_mac_like8.07Significant0.03 [GCST90240258]1.38Specific803117
33GRNLSA.proliferative_migratory8.07Significant0.77 [GCST90470694]0.78Relevant248292
34NEU.EXC_IT.adhesion7.98Significant0.32 [GCST90240258]0.85Other252108
35PLAT.adhesion7.92Significant—0.00Relevant00
36HEP.acute_phase.complement_antiviral7.89Significant0.03 [GCST90240258]1.51Specific377751
37DC.cDC2.adhesion_signaling7.87Significant0.99 [GCST90470694]0.61Relevant359
38EC.lymphatic.tip_migratory7.83Significant0.70 [GCST90240258]0.85Relevant2337
39DC.cDC2.tolerogenic_regulatory7.54Significant0.99 [GCST90470694]0.50Relevant444
40MAC.proliferating.stress7.53Significant—0.21Relevant87136
41MAC.MDM.inflammatory_phagocytic7.41Significant6.81e-03 [GCST90240258]1.45Other19952
42HPC.MPP_activated7.25Significant—1.29Relevant00
43NEU.EXC_CT.remodeling7.25Significant—0.18Other231
44NEU.EXC_CT.Ca2_signaling7.07Significant—0.01Other6817
45ADIPO.inflammatory6.89Significant—1.09Relevant00
46NEU.INH_PVALB.metabotropic6.77Significant—0.00Other00
47NEU.INH_PVALB.chandelier6.77Significant0.98 [GCST90240258]0.39Other1916
48GRNLSA.chemokine_mechanosensory6.76Significant0.94 [GCST90470694]0.41Relevant10
49ASTRO.A1_reactive6.75Significant2.77e-03 [GCST90240258]1.58Other433394
50EC.lymphatic.baseline6.73Significant0.15 [GCST90470694]1.22Other3872
51NEU.EXC_CT.projector6.67Significant0.15 [GCST90470694]0.79Other8726
52NEU.EXC_SYT2.nuclear_reg6.57Significant—0.48Other00
53EC.liver_sinusoidal.stress6.54Significant—0.44Relevant413158
54MAC.MDM.APC_dendritic6.53Significant0.78 [GCST90470694]0.92Other4815
55DC.cDC2.antiviral6.49Significant0.99 [GCST90470694]0.35Other10037
56IPSC.mesodermal_primed6.46Significant0.70 [GCST90470694]0.61Other00
57HEP.periportal_metabolic.stress_chaperone6.45Significant—0.16Other66128
58SKM.type_2_fast.oxidative_IIa6.43Significant7.13e-05 [GCST90470694]2.16Other94656
59IPSC.midbrain_primed6.21Significant0.59 [GCST90470694]0.68Other00
60ASTRO.stress_acute6.15Significant0.41 [GCST90240258]0.96Other6056
61HEP.acute_phase.inflammatory6.14Significant0.03 [GCST90470694]1.24Other382649
62GRNLSA.stress_metabolic6.12Significant—0.00Relevant12
63EC.liver_sinusoidal.prostanoid6.10Significant—0.00Other1164
64OPC.proliferative_immune_interact5.96Significant0.04 [GCST90470694]1.34Relevant180373
65MAC.MDM.LAM_like5.96Significant0.43 [GCST90470694]0.93Other1214
66MAC.LAM.antimicrobial5.94Significant0.05 [GCST90470694]1.46Specific38993
67HEP.periportal_metabolic.urea_onecarbon_secretory5.93Significant0.02 [GCST90470694]1.18Other1,3323,053
68HEP.periportal_metabolic.canonical_urea_cycle5.92Significant5.01e-05 [GCST90240258]1.51Other1,464269
69MONO.CD16.platelet_bound5.79Significant0.74 [GCST90240258]0.98Other372508
70IPSC.neural_primed5.78Significant0.04 [GCST90470694]0.59Other00
71OPC.homeostatic5.68Significant1.28e-03 [GCST90240258]1.38Relevant394160
72EPI.esophageal_suprabasal.proliferative_G2M5.67Significant—1.63Other00
73EC.lymphatic.scavenger5.59Significant0.15 [GCST90470694]0.84Other203257
74DC.cDC1.homeostatic_inhibitory5.59Significant—0.61Other00
75MONO.CD14.repair_M2_like5.59Significant1.00 [GCST90240258]0.17Other5501,495
76IPSC.stress5.57Significant1.00 [GCST90240258]0.61Other00
77SKM.type_2_fast.glycolytic_IIx_IIb5.41Nominal0.97 [GCST90470694]0.28Other5651,482
78EPI.skin_keratinocyte_proliferating.early_spinous_transition5.37Nominal—0.05Other135290
79MONO.CD14.cord_tolerance5.35Nominal0.04 [GCST90240258]0.92Other864753
80DC.pDC.poised_migratory5.33Nominal0.17 [GCST90240258]1.52Other5495
81B.age_associated.activated5.31Nominal—0.72Other1822
82MAC.proliferating.DNA_replication5.30Nominal0.63 [GCST90240258]0.80Other36
83MAC.LAM.anti_inflammatory5.25Nominal0.07 [GCST90470694]1.07Other86132
84HEP.acute_phase.proliferative5.23Nominal—0.26Other46
85MAC.MDM.complement_resolving5.22Nominal0.89 [GCST90240258]0.70Other440860
86OPC.premyelinating5.12Nominal0.89 [GCST90470694]0.38Other18512
87MONO.CD16.baseline5.07Nominal0.74 [GCST90240258]0.89Other501
88EC.liver_sinusoidal.hypoxia_metabolic5.01Nominal0.94 [GCST90470694]0.75Other183107
89DC.cDC1.proliferative4.99Nominal—0.77Other00
90THYMO.proliferative_S4.98Nominal0.05 [GCST90240258]1.08Other163418
91ILC2.quiescent4.95Nominal—0.29Other00
92MAC.LAM.perivascular_angiocrine4.93Nominal—0.43Other53138
93HEP.acute_phase.baseline4.91Nominal0.18 [GCST90240258]1.12Other94619
94EPI.skin_appendage_keratinocyte.transit_amplifying4.91Nominal—0.53Other109358
95EPI.skin_keratinocyte_proliferating.anchor_remodel4.91Nominal—0.66Other00
96MAC.LAM.lipid_phagocytosis4.86Nominal0.07 [GCST90470694]0.92Other369328
97ASTRO.neuromodulatory4.72Nominal0.63 [GCST90240258]0.70Other34172
98EPI.skin_hair_follicle_bulge.quiescent4.64Nominal9.48e-04 [GCST90240258]1.13Other5669
99THYMO.DP_early4.60Nominal3.44e-08 [GCST90470694]1.33Other326313
100NEU.INH_PVALB.nuclear_reg4.59Nominal0.98 [GCST90240258]0.34Other2512
101MAC.LAM.inflammatory_APC4.49Nominal2.20e-03 [GCST90240258]1.02Other872165
102EPI.pancreatic_islet.beta4.47Nominal3.83e-03 [GCST90240258]0.90Other4257
103ADIPO.immature4.46Nominal—0.16Other2440
104IPSC.mesendo_primed4.44Nominal1.00 [GCST90240258]0.56Other00
105ASTRO.hypoxia_angiogenic4.43Nominal0.63 [GCST90240258]1.27Other518
106CHOND.remodeling4.37Nominal—0.47Other50
107THYMO.DN_preTCR4.33Nominal0.55 [GCST90470694]1.17Other4171
108IPSC.stromal_primed4.29Nominal1.00 [GCST90240258]0.45Other00
109MAC.alveolar.biosynthetic_sterol_heme4.20Nominal0.02 [GCST90470694]1.40Other34740
110HEP.acute_phase.stress_secretory4.19Nominal0.81 [GCST90470694]0.80Other263
111ASTRO.immature_lipid4.18Nominal0.63 [GCST90240258]1.09Other23113
112MAC.kupffer.monocyte_like4.14Nominal—0.82Other00
113EPI.esophageal_basal.junctional_barrier4.12Nominal—1.21Other00
114EPI.esophageal_suprabasal.basal_transitional4.08Nominal0.14 [GCST90240258]1.41Other4467
115CHOND.activated_fibro_like4.00Nominal0.02 [GCST90470694]1.52Other531188
116ADIPO.hypoxia_remodelling3.96Nominal—0.00Other29105
117CHOND.articular_collagen3.95Nominal0.04 [GCST90240258]1.44Other551266
118DC.cDC2.pro_inflammatory3.91Nominal0.99 [GCST90470694]0.23Other35
119THYMO.SP_CD4_naive3.88Nominal0.55 [GCST90470694]1.08Other6575
120DC.cDC1.activated3.86Nominal—0.16Other00
121ADIPO.thermogenic3.80Nominal—0.39Other00
122DC.pDC.baseline3.75Nominal0.92 [GCST90470694]0.47Other88123
123DC.cDC1.cross_presenting3.68Nominal—0.34Other00
124DC.pDC.immature_metabolic3.66Nominal0.92 [GCST90470694]0.53Other78124
125EC.liver_sinusoidal.secretory_lipoprotein3.65Nominal0.94 [GCST90470694]0.18Other12070
126NEU.INH_VIP.develop_niche3.63Nominal—1.49Other00
127HEP.periportal_metabolic.xenobiotic_detox3.61Nominal1.05e-05 [GCST90470694]1.31Other1,440139
128FIB.adventitial.activated_remodelling3.54Nominal—1.00Other141319
129ASTRO.stress_mito3.54Nominal1.00 [GCST90240258]0.59Other47110
130HEP.canalicular_transport.ductular_like_transition3.42Nominal0.02 [GCST90240258]1.29Other40087
131FIB.skin_tenogenic.baseline3.41Nominal—0.00Other02
132EPI.skin_keratinocyte_proliferating.detox_repair3.41Nominal—0.00Other00
133EC.capillary.migratory3.35Nominal0.06 [GCST90470694]1.40Other181509
134EC.capillary.stress3.35Nominal0.16 [GCST90470694]1.24Other4436
135NK.cytokine_lung_immediate_early3.34Nominal1.09e-04 [GCST90470694]1.72Other424274
136EPI.skin_appendage_keratinocyte.ductal_barrier_detox3.28Nominal0.57 [GCST90240258]0.70Other3334
137B.age_associated.naive_transitional3.27Nominal—0.00Other00
138NEU.EXC_SYT2.synaptic3.26Nominal—0.24Other00
139HPC.MPP_IEG3.22Nominal0.33 [GCST90240258]1.20Other4546
140HEP.periportal_metabolic.apolipoprotein_secretory3.21Nominal1.00 [GCST90240258]0.61Other43110
141HEP.periportal_metabolic.acute_phase_barrier3.19Nominal1.00 [GCST90240258]0.60Other533138
142NEU.EXC_NTNG1.synaptic3.18Nominal—0.67Other00
143FIB.skin_papillary.baseline3.17Nominal—0.00Other00
144HEP.canalicular_transport.baseline3.17Nominal0.26 [GCST90240258]1.08Other199477
145EPI.esophageal_suprabasal.proliferative_S3.17Nominal—0.67Other2641
146B.age_associated.migratory3.16Nominal0.89 [GCST90240258]0.33Other22
147MAC.alveolar.capillary_interacting3.14Nominal0.04 [GCST90240258]1.43Other113181
148HEP.periportal_metabolic.stress_checkpoint3.13Nominal1.00 [GCST90240258]0.60Other234786
149THYMO.SP_CD8_naive3.12Nominal0.99 [GCST90470694]0.52Other297177
150NEU.EXC_IT.callosal3.11Nominal0.80 [GCST90470694]0.74Other286119
151EPI.skin_appendage_keratinocyte.ductal_immune_interacting3.04Nominal0.57 [GCST90240258]1.10Other716
152MAC.resident_repair.antigen_presenting3.01Nominal0.02 [GCST90240258]1.39Other244113
153EC.capillary.baseline2.99Nonsignificant0.41 [GCST90470694]0.92Other246560
154MAC.alveolar.stress_metabolic2.99Nonsignificant0.42 [GCST90240258]1.21Other116148
155THYMO.CD8aa_IELp2.99Nonsignificant—0.19Other17
156HEP.canalicular_transport.injury_stress2.96Nonsignificant0.41 [GCST90240258]1.07Other28924
157ASPC.remodeling2.96Nonsignificant6.65e-05 [GCST90470694]0.82Other106354
158MEL.secretory_quiescent2.95Nonsignificant0.03 [GCST90470694]1.38Other1913
159EC.capillary.postcap_venule2.93Nonsignificant8.35e-04 [GCST90240258]1.46Other355261
160HEP.canalicular_transport.pericentral_like_hypoxia2.92Nonsignificant0.26 [GCST90240258]1.13Other3268
161NK.adaptive_adipose_stress2.91Nonsignificant0.22 [GCST90470694]1.25Other37439
162MONO.CD16.patrolling2.90Nonsignificant1.00 [GCST90240258]0.12Other797216
163EPI.skin_sweat_duct_keratinocyte.barrier2.89Nonsignificant—0.76Other00
164ILC2.activated2.88Nonsignificant—3.47e-17Other00
165T.CD4_Trm.metal_stress2.87Nonsignificant0.07 [GCST90470694]1.33Other3458
166MEL.dedifferentiated_migratory2.84Nonsignificant—0.67Other00
167FIB.hepatic_stellate_cell.inflammatory2.84Nonsignificant—1.15Other00
168MAC.alveolar.inflammatory2.79Nonsignificant0.34 [GCST90240258]1.00Other208312
169EC.capillary.angiocrine2.78Nonsignificant0.94 [GCST90240258]0.77Other250630
170MEL.mature_oxidative_traffic2.77Nonsignificant0.19 [GCST90240258]1.29Other247285
171MAC.resident_repair.lipid_phagocytic2.77Nonsignificant0.15 [GCST90470694]0.98Other228604
172NK.adaptive_terminal_cytotoxic2.76Nonsignificant0.33 [GCST90470694]1.12Other485802
173ASTRO.synaptic_interaction2.76Nonsignificant0.97 [GCST90470694]0.73Other76334
174ASTRO.homeostatic2.75Nonsignificant1.00 [GCST90240258]0.56Other200431
175NEU.EXC_IT.guidance2.74Nonsignificant0.80 [GCST90470694]0.65Other27463
176MAC.LAM.lipid_opsonization2.71Nonsignificant0.99 [GCST90240258]0.45Other4514
177MESO.activated_migratory2.71Nonsignificant—0.43Other00
178THYMO.DP_early_stress2.70Nonsignificant—0.07Other00
179THYMO.SP_CD8_transitional2.70Nonsignificant0.99 [GCST90470694]0.75Other3275
180MAC.alveolar.lipid_autophagy2.70Nonsignificant—0.00Other3544
181NK.adaptive_HLAE_tuned2.68Nonsignificant0.28 [GCST90470694]1.16Other1,124189
182EPI.salivary_mucous_acinar.baseline2.63Nonsignificant——Other394683
183FIB.skin_sheath.neuro_vascular_interface2.62Nonsignificant—0.40Other00
184EPI.esophageal_basal.activated_progenitor2.61Nonsignificant1.00 [GCST90240258]0.00Other10
185NK.adaptive_classII_inhibitory2.60Nonsignificant0.01 [GCST90470694]1.35Other880154
186MAC.alveolar.scavenging_endocytic2.59Nonsignificant—0.00Other140283
187EC.capillary.inflammatory2.58Nonsignificant0.94 [GCST90240258]0.76Other2751
188EPI.skin_follicular_keratinizing.upper_infundibulum2.58Nonsignificant—0.25Other82
189FIB.hepatic_stellate_cell.contractile2.57Nonsignificant—0.00Other00
190NK.cytokine_vascular_patrolling2.57Nonsignificant0.79 [GCST90470694]0.97Other86394
191NK.cytokine_quiescent2.56Nonsignificant0.45 [GCST90470694]1.12Other6231,062
192EPI.esophageal_suprabasal.proliferative_exit2.56Nonsignificant—0.53Other00
193HEP.canalicular_transport.sterol_lipid_biosynthesis2.56Nonsignificant—0.33Other1020
194NK.cytokine_axis_baseline2.55Nonsignificant0.33 [GCST90470694]1.10Other1,172116
195T.MAIT.stress2.55Nonsignificant—0.51Other00
196FIB.hepatic_stellate_cell.fibrogenic2.55Nonsignificant—0.00Other00
197THYMO.proliferative_G2M2.54Nonsignificant—0.58Other164413
198EC.capillary.activated2.53Nonsignificant0.94 [GCST90240258]0.73Other25
199T.CD4_cytotoxic.activated2.51Nonsignificant0.69 [GCST90470694]1.05Other31
200T.CD4_Trm.stress_adaptive2.49Nonsignificant0.29 [GCST90470694]1.19Other822
201EPI.skin_sweat_duct_keratinocyte.proliferative_S2.49Nonsignificant—0.28Other00
202T.CD8_Tem.signaling_turnover2.48Nonsignificant0.48 [GCST90470694]1.24Other425683
203NK.adaptive_axis_baseline2.47Nonsignificant0.75 [GCST90470694]1.05Other1,008153
204NEU.EXC_NTNG1.nuclear_reg2.44Nonsignificant—0.00Other00
205DC.mig.baseline2.43Nonsignificant—0.00Other10
206T.CD8_Tem.motility_primed2.42Nonsignificant0.52 [GCST90470694]1.00Other2694
207HPC.LMPP2.41Nonsignificant0.60 [GCST90240258]1.02Other6531
208MESO.baseline2.40Nonsignificant0.18 [GCST90240258]1.04Other06
209T.MAIT.vesicle2.39Nonsignificant0.13 [GCST90470694]1.29Other3765
210ASTRO.A2_reactive2.37Nonsignificant0.97 [GCST90470694]0.61Other1037
211EC.arterial.inflammatory2.35Nonsignificant0.12 [GCST90470694]1.33Other6350
212T.CD4_cytotoxic.NK_adapted2.33Nonsignificant0.37 [GCST90240258]1.01Other8233
213EPI.skin_follicular_keratinizing.root_infundibulum2.31Nonsignificant—0.44Other00
214T.MAIT.quiescent2.30Nonsignificant0.07 [GCST90470694]1.22Other1005
215EC.arterial.angiogenic_tip2.29Nonsignificant—0.43Other3037
216T.CD4_cytotoxic.terminal_effector2.27Nonsignificant0.71 [GCST90470694]1.11Other28621
217EC.heart_remodeling.remodeling_secretory2.27Nonsignificant2.61e-07 [GCST90470694]1.59Other6051,341
218EPI.endocervical_secretory.squamous_barrier2.26Nonsignificant—0.67Other00
219NK.adaptive_biosynthetic_primed2.25Nonsignificant0.99 [GCST90240258]0.55Other244405
220THYMO.SP_CD8_naive_stress2.25Nonsignificant0.99 [GCST90470694]0.42Other11
221NK.cytokine_repair_primed2.25Nonsignificant0.99 [GCST90240258]0.90Other26611
222EPI.skin_follicular_keratinizing.transit_amplifying2.24Nonsignificant—0.00Other2149
223EPI.skin_interfollicular_spinous.transition_basal2.24Nonsignificant9.36e-04 [GCST90240258]1.79Other100127
224ASPC.activated2.22Nonsignificant0.04 [GCST90470694]1.17Other164162
225T.CD4_Trm.cytotoxic_effector2.22Nonsignificant0.29 [GCST90470694]1.14Other11877
226ASPC.preadipocyte_lipid_primed2.21Nonsignificant2.05e-04 [GCST90470694]1.22Other331129
227DC.cDC2.lipid_metabolic2.21Nonsignificant—0.00Other00
228EC.lymphatic.valve2.20Nonsignificant—0.00Other00
229FIB.reticular.ECM_builder2.18Nonsignificant—0.57Other00
230HEP.acute_phase.complement_metabolic2.18Nonsignificant1.00 [GCST90240258]0.20Other1,4233,464
231NK.cytokine_biosynthetic_primed2.17Nonsignificant0.99 [GCST90240258]0.86Other36021
232T.CD8_Tem.TEMRA2.17Nonsignificant0.84 [GCST90470694]0.97Other9201,088
233ASPC.adipocyte_capillary_interface2.17Nonsignificant0.03 [GCST90470694]0.94Other2154
234FIB.skin_sheath.ECM_immune2.15Nonsignificant—0.00Other00
235MEL.stress_glucocorticoid2.11Nonsignificant0.83 [GCST90470694]0.37Other1134
236T.CD8_Tem.early_helper_like2.11Nonsignificant0.84 [GCST90470694]0.93Other445755
237MAC.resident_iron.redox_metabolic2.10Nonsignificant0.14 [GCST90470694]0.88Other44
238EC.venous.adipose_lipid2.10Nonsignificant0.20 [GCST90470694]1.15Other254476
239ASPC.signal_integrator2.10Nonsignificant—0.72Other00
240FIB.skin_sheath.stress_chaperone2.10Nonsignificant—0.00Other00
241T.MAIT.cytotoxic2.10Nonsignificant1.00 [GCST90240258]0.81Other5215
242EC.arterial.arteriole_gas_exchange2.09Nonsignificant0.13 [GCST90470694]1.05Other238131
243T.CD4_Trm.baseline2.07Nonsignificant0.17 [GCST90240258]1.05Other3121
244HEP.canalicular_transport.inflammatory2.07Nonsignificant2.59e-05 [GCST90470694]0.63Other1,335194
245IPSC.neuroendocrine_primed2.07Nonsignificant—0.21Other00
246T.CD8_Tem.stress_adapted2.06Nonsignificant0.92 [GCST90470694]0.82Other607520
247MONO.CD14.inflammatory2.02Nonsignificant1.00 [GCST90240258]0.14Other92134
248T.CD4_cytotoxic.baseline2.01Nonsignificant0.68 [GCST90240258]0.93Other00
249MAC.resident_repair.ECM_stromal_crosstalk2.01Nonsignificant0.92 [GCST90240258]0.68Other95158
250MAC.resident_repair.stress_iron2.01Nonsignificant0.92 [GCST90240258]0.91Other4897
251EC.arterial.ion_pump2.00Nonsignificant0.85 [GCST90470694]0.76Other32
252EPI.skin_sweat_duct_keratinocyte.signal_gate1.98Nonsignificant—0.21Other4326
253SCHWN.axon_contact_cardiac1.97Nonsignificant0.04 [GCST90240258]1.15Other1863
254T.gamma_delta.cytotoxic_effector1.94Nonsignificant1.14e-03 [GCST90470694]1.57Other349109
255MAC.resident_iron.APC_iron_sensing1.94Nonsignificant0.13 [GCST90240258]1.14Other211114
256NK.adaptive_immature_precursor1.93Nonsignificant0.99 [GCST90240258]0.68Other358111
257T.MAIT.MAPK_brake1.93Nonsignificant1.00 [GCST90240258]0.71Other4466
258MAC.resident_repair.chemokine_angiocrine1.92Nonsignificant0.92 [GCST90240258]0.73Other87138
259EPI.skin_hair_follicle_bulge.niche_crosstalk1.92Nonsignificant—0.66Other2988
260T.CD8_Tem.baseline1.90Nonsignificant0.73 [GCST90240258]0.92Other458356
261T.CD4_Trm.central_like1.87Nonsignificant0.17 [GCST90240258]0.94Other3831
262EPI.extrahepatic_cholangiocyte.barrier_interface1.86Nonsignificant—0.00Other00
263FIB.reticular.stress_metallothionein1.86Nonsignificant—0.17Other332
264NEU.INH_VIP.cannabinoid1.86Nonsignificant—0.92Other00
265FIB.transitioning.motility_remodelling1.85Nonsignificant—0.30Other00
266FIB.neurolectin_mucosa.inflammatory1.85Nonsignificant0.16 [GCST90240258]1.15Other52110
267B.germinal_center.DZ_M_phase1.84Nonsignificant—0.73Other00
268NEU.INH_VIP.LAMP5_hybrid1.82Nonsignificant—1.50Other19
269CHOND.angiogenic1.82Nonsignificant—0.00Other00
270HEP.canalicular_transport.secretory_ERAD_UPR1.81Nonsignificant1.00 [GCST90470694]0.64Other23228
271EPI.skin_interfollicular_spinous.proliferative1.80Nonsignificant—0.26Other00
272T.MAIT.early_activation1.77Nonsignificant0.20 [GCST90240258]0.91Other574
273MESO.secretory_structural1.76Nonsignificant—0.21Other00
274HPC.GMP_inflammatory1.75Nonsignificant0.33 [GCST90240258]1.04Other2010
275T.CD4_cytotoxic.precursor1.74Nonsignificant0.78 [GCST90470694]0.92Other15667
276EC.arterial.arteriole_interface1.71Nonsignificant0.85 [GCST90470694]0.67Other3112
277EC.arterial.mito_contact1.69Nonsignificant0.85 [GCST90470694]0.84Other145
278FIB.neurolectin_mucosa.axon_responsive1.69Nonsignificant0.16 [GCST90240258]1.26Other1010
279EPI.skin_keratinocyte_basal.basement_anchoring1.69Nonsignificant—0.48Other00
280MAC.resident_iron.heme_catabolism1.68Nonsignificant0.54 [GCST90470694]0.82Other3051
281EPI.colonic_enteroendocrine.Lcell_peptide1.68Nonsignificant—0.48Other00
282EPI.renal_thick_ascending_limb.canonical_salt_transporter1.66Nonsignificant6.58e-03 [GCST90470694]1.21Other322317
283T.CD4_naive.gut_prone1.65Nonsignificant6.44e-04 [GCST90470694]1.76Other3570
284EPI.pancreatic_islet.alpha1.65Nonsignificant—0.47Other152330
285FIB.reticular.immune_interface1.63Nonsignificant—0.13Other16
286EPI.renal_thick_ascending_limb.cation_flux1.63Nonsignificant0.27 [GCST90240258]1.26Other5795
287CHOND.pro_inflammatory1.62Nonsignificant1.00 [GCST90240258]0.00Other181351
288EPI.ileal_goblet.inflammatory_mucin1.62Nonsignificant0.25 [GCST90240258]1.29Other69
289FIB.transitioning.secretory_procollagen1.61Nonsignificant—0.42Other00
290ASPC.baseline1.61Nonsignificant4.78e-10 [GCST90240258]1.05Other363170
291T.gamma_delta.early_effector1.60Nonsignificant0.85 [GCST90240258]0.90Other890
292MESO.antiviral1.60Nonsignificant—0.01Other38
293HEP.acute_phase.hypoxia_lipid1.58Nonsignificant—0.00Other00
294EPI.ileal_goblet.stress_metallothionein1.58Nonsignificant—0.17Other411
295EPI.thymic_cortical.baseline1.57Nonsignificant7.70e-03 [GCST90240258]1.85Other185386
296FIB.transitioning.ISG_primed_interface1.56Nonsignificant—0.12Other1780
297NEU.EXC_IT.structural1.56Nonsignificant0.67 [GCST90470694]0.63Other17141
298EC.arterial.elastic1.55Nonsignificant0.01 [GCST90240258]0.78Other2245
299ASPC.inflammatory1.55Nonsignificant0.01 [GCST90240258]1.39Other2161
300EC.venous.quiescent_homeostatic1.55Nonsignificant0.11 [GCST90470694]1.30Other456360
301EPI.colonic_enteroendocrine.progenitor1.54Nonsignificant—0.48Other00
302T.CD4_Th2.tissue_adapted1.54Nonsignificant—0.48Other00
303EPI.skin_interfollicular_spinous.early_differentiation1.53Nonsignificant0.26 [GCST90240258]1.17Other8919
304SKM.type_1_slow.glycolytic1.53Nonsignificant1.39e-04 [GCST90470694]1.96Other362647
305EPI.extrahepatic_cholangiocyte.mucin_secretory1.52Nonsignificant—0.37Other00
306T.MAIT.migratory1.52Nonsignificant0.49 [GCST90240258]0.69Other101
307MAC.resident_iron.heme_recycling1.52Nonsignificant—0.12Other3037
308FIB.reticular.stromal_niche1.52Nonsignificant0.55 [GCST90240258]0.73Other00
309MAC.microglia_like.phagocytic_redox1.51Nonsignificant—0.61Other00
310EPI.thymic_cortical.Notch_interface1.50Nonsignificant—0.14Other82137
311NEU.INH_LAMP5.glial_interface1.49Nonsignificant—0.58Other00
312EPI.skin_interfollicular_spinous.stress_UPR1.48Nonsignificant—0.00Other00
313DC.cDC1.baseline1.47Nonsignificant—0.00Other00
314EPI.skin_appendage_keratinocyte.sebaceous_apocrine1.47Nonsignificant—0.00Other3982
315EPI.thymic_cortical.secretory_remodeling1.44Nonsignificant—0.22Other41
316HPC.GMP_granulocytic1.44Nonsignificant—0.03Other33
317T.gamma_delta.central_memory1.44Nonsignificant0.94 [GCST90240258]0.66Other460919
318EC.venous.baseline1.41Nonsignificant0.15 [GCST90240258]0.90Other346807
319FIB.neurolectin_mucosa.nerve_interface1.41Nonsignificant—0.37Other40
320EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion1.41Nonsignificant—0.52Other53
321EC.heart_remodeling.activated_acute1.41Nonsignificant0.65 [GCST90470694]1.19Other102186
322NEU.INH_LAMP5.projecting1.40Nonsignificant—0.20Other00
323FIB.transitioning.matrix_stress1.40Nonsignificant—0.00Other47138
324EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit1.40Nonsignificant—0.34Other00
325EPI.ileal_goblet.baseline1.40Nonsignificant0.85 [GCST90240258]0.47Other162
326NEU.INH_LAMP5.rosehip1.39Nonsignificant—0.51Other00
327EC.arterial.metabolic1.38Nonsignificant1.00 [GCST90240258]0.78Other195159
328T.CD8_transitional.stress1.38Nonsignificant—0.32Other2434
329NEU.INH_LAMP5.exc_inh_balance1.34Nonsignificant—0.00Other462
330FIB.barrier_secretory.remodeling1.33Nonsignificant—0.45Other00
331EC.arterial.homeostatic1.33Nonsignificant1.00 [GCST90240258]0.75Other243
332EC.venous.activated1.31Nonsignificant1.00 [GCST90240258]0.79Other247752
333SCHWN.translation_boost1.29Nonsignificant—0.05Other81
334EPI.esophageal_suprabasal.differentiating_keratin1.29Nonsignificant1.00 [GCST90240258]0.00Other13161
335EPI.skin_interfollicular_spinous.baseline1.28Nonsignificant0.88 [GCST90240258]0.58Other353
336EPI.skin_interfollicular_spinous.inflammatory1.27Nonsignificant—0.04Other00
337PERI.inflammatory1.27Nonsignificant2.17e-04 [GCST90470694]1.47Other4077
338T.CD4_Trm.helper_like1.26Nonsignificant0.78 [GCST90240258]0.58Other84147
339ASPC.mesothelial_like1.24Nonsignificant0.02 [GCST90470694]1.29Other143486
340T.CD4_Trm.activated1.23Nonsignificant0.78 [GCST90240258]0.68Other3226
341T.CD4_Th17.cytotoxic1.21Nonsignificant0.43 [GCST90470694]1.12Other332123
342T.CD8_Tcm.baseline1.20Nonsignificant9.90e-03 [GCST90470694]1.28Other9089
343T.CD4_Tem.long_term_memory1.19Nonsignificant0.05 [GCST90470694]1.29Other314587
344MEL.neurotrophic_migratory1.18Nonsignificant—0.00Other00
345MESO.activated_stress1.16Nonsignificant—0.00Other00
346T.CD4_Tcm.effector_like1.16Nonsignificant6.23e-03 [GCST90470694]1.38Other293533
347NK.cytokine_tissue_activation1.12Nonsignificant0.99 [GCST90240258]0.58Other267450
348FIB.skin_neurosecretory.baseline1.12Nonsignificant—0.00Other00
349EPI.salivary_duct_ion_transport.baseline1.11Nonsignificant——Other00
350T.CD4_Tfh.effector_migratory1.11Nonsignificant0.39 [GCST90240258]1.21Other12257
351EPI.lung_club_secretory.ciliogenesis_axoneme1.11Nonsignificant—1.02Other00
352PERI.baseline1.10Nonsignificant0.02 [GCST90470694]1.39Other3966
353HPC.MEP1.10Nonsignificant0.73 [GCST90470694]0.70Other5991,195
354EC.capillary.angiogenic_tip1.10Nonsignificant0.94 [GCST90240258]0.62Other186218
355ILC2.migratory1.10Nonsignificant—0.51Other00
356T.CD4_Th17.baseline1.09Nonsignificant0.75 [GCST90240258]0.92Other515
357T.CD8_transitional.early1.09Nonsignificant1.56e-03 [GCST90470694]1.21Other32755
358T.CD4_Tfh.precursor_migratory1.08Nonsignificant0.45 [GCST90470694]1.07Other7227
359PERI.angiocrine1.07Nonsignificant0.03 [GCST90470694]1.21Other93102
360EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate1.06Nonsignificant—0.12Other00
361EPI.pancreatic_islet.delta1.05Nonsignificant—0.00Other00
362EC.venous.remodeling_stalk1.04Nonsignificant0.06 [GCST90470694]1.00Other559566
363EPI.hepatic_ductular_cholangiocyte.polarity1.04Nonsignificant—0.13Other00
364MG.baseline1.03Nonsignificant0.04 [GCST90240258]1.32Other165
365FIB.neurolectin_mucosa.remodeling_repair1.03Nonsignificant—0.10Other42
366T.CD4_Tcm.synapse_dynamics1.02Nonsignificant0.66 [GCST90470694]1.17Other1510
367EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling1.01Nonsignificant—0.58Other00
368B.germinal_center.LZ_survival0.98Nonsignificant—0.73Other00
369EPI.salivary_intercalated_defense.basal_EMT0.98Nonsignificant—0.74Other00
370SKM.type_1_slow.oxidative0.97Nonsignificant0.44 [GCST90470694]0.89Other802251
371B.germinal_center.DZ_S_phase0.97Nonsignificant—0.29Other00
372T.CD4_Th17.migratory0.96Nonsignificant0.56 [GCST90240258]0.83Other1323
373T.CD4_naive.activated_stress0.96Nonsignificant0.07 [GCST90470694]1.50Other339429
374MAC.resident_iron.stress_tolerogenic0.94Nonsignificant—0.06Other00
375T.CD8_transitional.Trm_primed0.93Nonsignificant0.22 [GCST90470694]1.12Other10815
376ASPC.secretory0.93Nonsignificant1.00 [GCST90240258]0.49Other765
377MG.phagocytic_APC0.93Nonsignificant0.32 [GCST90470694]0.97Other258
378EPI.pancreatic_ductal_bicarbonate.inflammatory0.93Nonsignificant0.41 [GCST90240258]1.00Other1432
379EC.venous.cardiac_structural0.93Nonsignificant0.20 [GCST90470694]0.73Other102229
380T.CD4_Tem.inflammatory0.92Nonsignificant0.49 [GCST90470694]1.06Other286
381EPI.skin_interfollicular_spinous.stress_oxidative0.91Nonsignificant—0.34Other00
382EPI.hepatic_ductular_cholangiocyte.acute_phase_complement0.90Nonsignificant—0.80Other00
383T.CD8_Tcm.effector_bias0.89Nonsignificant0.48 [GCST90470694]1.17Other199329
384HPC.CLP_B_primed0.89Nonsignificant—0.00Other00
385T.CD4_transitional.primed_cytotoxic0.85Nonsignificant0.16 [GCST90470694]1.27Other2830
386HEP.pericentral_lipoprotein.UPR_redox0.85Nonsignificant—0.34Other00
387EPI.skin_interfollicular_spinous.upper_lipid0.85Nonsignificant—0.51Other66
388T.CD4_Tcm.DC_interact0.83Nonsignificant0.26 [GCST90470694]1.28Other7232
389FIB.adventitial.inflammatory_activated0.83Nonsignificant0.10 [GCST90470694]1.23Other100473
390B.germinal_center.LZ_selection0.83Nonsignificant—0.09Other00
391EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic0.83Nonsignificant—0.05Other00
392T.CD4_Tcm.baseline0.82Nonsignificant0.66 [GCST90470694]1.06Other6131
393T.CD4_transitional.baseline0.82Nonsignificant0.12 [GCST90470694]1.20Other5997
394SKM.type_1_slow.contractile0.82Nonsignificant0.95 [GCST90240258]0.30Other5968
395MG.expanding0.81Nonsignificant0.67 [GCST90470694]0.79Other21
396T.CD8_transitional.effector_primed0.81Nonsignificant0.22 [GCST90470694]1.04Other435151
397EPI.renal_thick_ascending_limb.salt_sensing0.80Nonsignificant0.27 [GCST90240258]0.92Other73103
398FIB.adventitial.adhesion_lipid0.80Nonsignificant0.10 [GCST90470694]1.25Other58209
399T.CD4_Tcm.crosstalk_myeloid0.80Nonsignificant0.99 [GCST90240258]0.98Other54
400ASPC.stem_like_progenitor0.79Nonsignificant1.00 [GCST90240258]0.34Other300842
401FIB.interstitial.immune_interact0.78Nonsignificant0.50 [GCST90470694]1.05Other121
402EC.heart_remodeling.remodeling_stalk0.78Nonsignificant1.00 [GCST90240258]0.75Other33111
403EPI.hepatic_ductular_cholangiocyte.secretory_transport0.77Nonsignificant—0.04Other00
404ASPC.niche_keeping_progenitor0.76Nonsignificant1.00 [GCST90240258]0.40Other52219
405T.CD4_transitional.tissue_enagement0.76Nonsignificant0.63 [GCST90240258]0.77Other511
406T.CD4_naive.proteostasis0.76Nonsignificant0.07 [GCST90470694]1.18Other149
407T.CD4_Tcm.regulatory_poised0.75Nonsignificant0.92 [GCST90240258]1.02Other23
408EPI.salivary_duct_excretory.baseline0.74Nonsignificant9.00e-03 [GCST90470694]1.25Other2357
409PC.IgA_muocsal.plasmablast0.74Nonsignificant0.01 [GCST90470694]1.22Other54
410EPI.renal_distal_tubule.stress0.74Nonsignificant—0.31Other00
411T.CD4_naive.resist_bystander0.74Nonsignificant0.09 [GCST90470694]1.27Other4025
412B.germinal_center.LZ_memory_precursor0.74Nonsignificant—0.40Other00
413SMC.metabolic0.73Nonsignificant0.24 [GCST90470694]1.13Other1440
414HEP.pericentral_lipoprotein.ApoB_coagulation0.72Nonsignificant—0.34Other00
415EPI.tracheal_basal.homeostatic_progenitor0.70Nonsignificant0.02 [GCST90470694]1.79Other28574
416EPI.hepatic_ductular_cholangiocyte.barrier_chemokine0.70Nonsignificant—0.33Other69
417NK.immature_bridge0.69Nonsignificant0.93 [GCST90240258]0.54Other117122
418T.CD4_Tcm.RNA_control0.69Nonsignificant0.99 [GCST90240258]0.88Other964
419FIB.interstitial.mesenchymal_regulator0.68Nonsignificant0.50 [GCST90470694]0.81Other44
420T.CD8_Tcm.gut_homing0.68Nonsignificant0.99 [GCST90470694]0.57Other380112
421EPI.pancreatic_ductal_mucinous.mucin_rich_barrier0.67Nonsignificant0.45 [GCST90240258]0.83Other4491,034
422T.CD4_naive.proteostasis_mitoprot0.67Nonsignificant0.19 [GCST90470694]1.19Other1537
423T.CD4_Tcm.Th2_like0.67Nonsignificant0.92 [GCST90240258]1.01Other2355
424SCHWN.reactive_inflammatory0.67Nonsignificant—0.30Other00
425T.CD4_Tcm.retro_ZNF1170.66Nonsignificant0.99 [GCST90240258]0.70Other59
426T.CD4_Tcm.Tfh_like0.65Nonsignificant0.99 [GCST90240258]1.01Other102214
427FIB.interstitial.stress_secretory0.65Nonsignificant0.50 [GCST90470694]1.21Other9256
428T.CD4_naive.purinergic0.65Nonsignificant0.18 [GCST90470694]1.00Other491
429SMC.activated0.65Nonsignificant0.24 [GCST90470694]1.14Other25
430T.CD4_naive.survival_neddylation0.64Nonsignificant0.66 [GCST90470694]0.99Other2638
431MUSC.early_activation0.64Nonsignificant0.60 [GCST90470694]0.53Other432
432ASPC.proliferative0.64Nonsignificant1.00 [GCST90240258]0.59Other3385
433EPI.pancreatic_ductal_mucinous.proliferative_gastric_like0.63Nonsignificant—0.23Other00
434T.CD4_Tcm.imprinted_splicing0.63Nonsignificant0.99 [GCST90240258]0.82Other617
435EC.heart_remodeling.capillary_metabolic0.62Nonsignificant0.99 [GCST90470694]0.77Other54414
436EPI.intrahepatic_cholangiocyte_defense.secretory_barrier0.62Nonsignificant—0.73Other00
437EPI.pancreatic_ductal_mucinous.remodeling_channel_rich0.60Nonsignificant—0.16Other00
438EPI.pancreatic_ductal_bicarbonate.repair_actin_junction0.59Nonsignificant—0.44Other00
439EC.heart_remodeling.translation_boost0.59Nonsignificant—0.12Other00
440T.CD4_Tcm.secretory0.59Nonsignificant0.99 [GCST90240258]0.69Other2011
441T.CD4_Tcm.migratory_cilium0.58Nonsignificant0.92 [GCST90240258]0.94Other510
442T.CD4_Tcm.tissue_homing0.58Nonsignificant0.92 [GCST90240258]0.75Other7846
443T.CD4_Tem.cytotoxic_effector0.57Nonsignificant0.54 [GCST90240258]0.95Other225398
444T.CD4_naive.neddylation0.57Nonsignificant0.90 [GCST90470694]1.02Other104222
445EC.heart_remodeling.angiocrine0.57Nonsignificant1.00 [GCST90240258]0.48Other182525
446EPI.ileal_goblet.immature0.56Nonsignificant—0.61Other00
447EPI.ectocervical_granular.inflammatory0.55Nonsignificant—0.73Other00
448EPI.lung_multiciliated.stress0.55Nonsignificant—0.38Other67165
449MAC.microglia_like.inflammatory_chemokine0.55Nonsignificant—0.00Other2032
450PERI.cardiac_skeletal0.54Nonsignificant1.00 [GCST90240258]0.10Other313630
451EPI.pancreatic_ductal_bicarbonate.stress0.54Nonsignificant—0.63Other1233
452FIB.interstitial.mesenchymal_APC0.54Nonsignificant0.87 [GCST90470694]0.86Other8133
453FIB.barrier_secretory.homeostasis0.53Nonsignificant—0.21Other00
454T.CD4_naive.mature0.53Nonsignificant0.99 [GCST90240258]0.96Other211100
455EPI.tracheal_submucosal_gland.ductal_luminal0.53Nonsignificant—0.37Other00
456FIB.interstitial.lipid_matrix0.52Nonsignificant0.02 [GCST90240258]0.87Other258191
457EPI.renal_thick_ascending_limb.remodeling0.52Nonsignificant0.27 [GCST90240258]0.70Other15292
458T.CD4_naive.survival_mitoprot0.52Nonsignificant0.94 [GCST90470694]0.98Other137
459MUSC.quiescent_reservoir0.52Nonsignificant0.60 [GCST90470694]0.85Other28
460PC.IgG_systemic.secretory0.51Nonsignificant0.41 [GCST90240258]1.13Other00
461T.CD8_naive.mito_proteostasis0.51Nonsignificant0.11 [GCST90470694]1.47Other428100
462T.CD8_Tcm.helper_like0.51Nonsignificant0.36 [GCST90240258]0.76Other81159
463EPI.renal_distal_tubule.ciliated_remodelling0.50Nonsignificant—0.71Other00
464T.CD4_naive.mature_mitoprot0.50Nonsignificant0.99 [GCST90240258]0.86Other212476
465EPI.hepatic_ductular_cholangiocyte.ion_transport0.50Nonsignificant—0.00Other00
466EPI.skin_keratinocyte_progenitor.quiescent_stem_like0.50Nonsignificant—0.58Other00
467EPI.ileal_enterocyte_crypt.secretory_precursor0.50Nonsignificant—1.18Other00
468T.CD4_naive.homeostatic0.49Nonsignificant0.99 [GCST90240258]0.83Other215108
469EPI.tracheal_basal.activated_stress0.49Nonsignificant0.87 [GCST90240258]0.23Other320
470EC.heart_remodeling.perivascular0.49Nonsignificant1.00 [GCST90240258]0.22Other124408
471T.CD8_Trm.cytotoxic0.49Nonsignificant0.53 [GCST90240258]1.13Other16585
472T.CD4_Tcm.stress0.49Nonsignificant0.31 [GCST90240258]0.76Other511
473FIB.tracheal_subepithelial.baseline0.49Nonsignificant—0.00Other00
474MUSC.baseline0.48Nonsignificant0.60 [GCST90470694]0.97Other00
475EPI.skin_hair_follicle_bulge.anagen_growth0.48Nonsignificant—0.00Other00
476T.CD4_naive.neddylation_mitoprot0.47Nonsignificant0.99 [GCST90240258]0.79Other9356
477EPI.salivary_intercalated_defense.inflammatory0.47Nonsignificant0.51 [GCST90240258]0.81Other152360
478T.CD8_Tcm.NK_like0.46Nonsignificant0.64 [GCST90240258]0.72Other334581
479CM.contractile_oxphos0.46Nonsignificant0.09 [GCST90240258]0.64Other619
480T.CD8_Trm.muscosal_Tc170.46Nonsignificant0.71 [GCST90240258]1.02Other1938
481GRANU.MAST.resting_granule0.46Nonsignificant—0.32Other00
482T.CD8_naive.effector_transition0.46Nonsignificant0.11 [GCST90470694]1.30Other3562
483T.CD8_naive.vesicle_secretory0.46Nonsignificant0.49 [GCST90470694]1.19Other420
484T.CD4_Tfh.suppression_exhaustion0.45Nonsignificant0.78 [GCST90240258]0.70Other02
485T.CD4_naive.survival0.45Nonsignificant0.99 [GCST90240258]0.72Other1217
486FIB.interstitial.remodeling0.44Nonsignificant0.87 [GCST90470694]0.66Other319
487T.CD4_Tem.transitional_CM0.44Nonsignificant0.99 [GCST90240258]0.45Other3120
488PC.IgG_systemic.interacting0.43Nonsignificant0.41 [GCST90240258]1.19Other00
489T.CD4_transitional.primed_helper_effector0.42Nonsignificant0.92 [GCST90240258]0.56Other1943
490EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.42Nonsignificant—0.00Other00
491EPI.tracheal_submucosal_gland.acinar_serous0.42Nonsignificant—0.37Other00
492MAC.resident_cardiac.antigen_presenting0.42Nonsignificant0.06 [GCST90240258]1.32Other5227
493T.CD4_Th2.precursor0.42Nonsignificant—0.00Other00
494FIB.barrier_purinergic.stress_GF_binding0.41Nonsignificant—0.48Other00
495EPI.salivary_duct_excretory.stress0.41Nonsignificant0.87 [GCST90240258]0.28Other3368
496T.CD8_naive.innate_like0.41Nonsignificant0.26 [GCST90470694]1.02Other101
497EPI.gastric_foveolar.baseline0.40Nonsignificant—0.00Other00
498T.CD8_naive.baseline0.40Nonsignificant0.76 [GCST90470694]0.99Other1422
499T.CD8_naive.cytokine_dampened0.39Nonsignificant0.76 [GCST90470694]0.97Other714
500T.CD8_transitional.APC_like0.39Nonsignificant0.48 [GCST90240258]0.70Other20562
501T.CD8_Trm.homeostatic0.38Nonsignificant0.71 [GCST90240258]0.98Other425
502T.CD8_naive.lipid_synthesis0.38Nonsignificant0.75 [GCST90240258]1.05Other64
503NK.cytokine_tissue_resident0.38Nonsignificant0.99 [GCST90240258]0.53Other7482
504EPI.skin_sweat_duct_keratinocyte.repair0.38Nonsignificant—0.35Other00
505T.CD4_transitional.APC_interacting0.37Nonsignificant0.63 [GCST90240258]0.68Other1014
506MUSC.activated_migratory0.37Nonsignificant0.49 [GCST90240258]1.30Other67
507GRANU.MAST.activated_repair0.36Nonsignificant—0.27Other01
508EPI.ileal_enterocyte_crypt.proliferative_G2M0.36Nonsignificant—0.54Other1954
509EPI.skin_sebaceous_duct_luminal.immune_interface0.36Nonsignificant—0.95Other00
510EPI.salivary_myoepithelial.junctional_transport0.35Nonsignificant0.10 [GCST90240258]1.20Other66121
511EPI.renal_thick_ascending_limb.barrier_repair0.35Nonsignificant0.93 [GCST90240258]0.51Other141284
512SMC.contractile0.35Nonsignificant0.44 [GCST90240258]0.74Other80588
513EPI.renal_distal_tubule.ion_transport0.34Nonsignificant—0.27Other00
514MAC.microglia_like.patrolling_adhesive0.34Nonsignificant—0.18Other00
515FIB.perivascular_interface.lipid_shuttle0.34Nonsignificant—0.03Other51170
516NEU.INH_VIP.matrix0.34Nonsignificant—0.43Other2477
517T.CD4_Tcm.APC_mimicry0.34Nonsignificant0.99 [GCST90240258]0.35Other5443
518EPI.ectocervical_granular.secretory_apocrine0.33Nonsignificant—0.58Other00
519PC.IgG_systemic.stress0.33Nonsignificant—0.24Other15
520T.CD8_naive.splicing_enriched0.32Nonsignificant0.99 [GCST90470694]0.60Other12016
521T.CD8_naive.nfkb_related0.32Nonsignificant0.74 [GCST90240258]0.88Other10
522PC.IgA_muocsal.migratory0.32Nonsignificant0.74 [GCST90240258]1.01Other41
523EPI.salivary_myoepithelial.contractile_repair0.31Nonsignificant—0.84Other39
524EPI.renal_distal_tubule.repair0.31Nonsignificant—0.21Other34102
525T.CD8_Trm.inflammatory0.31Nonsignificant0.71 [GCST90240258]1.05Other124176
526PC.IgA_muocsal.activated0.31Nonsignificant0.74 [GCST90240258]0.98Other178
527FIB.suburothelial.inflammatory_prostanoid0.30Nonsignificant—0.72Other00
528GRANU.neutrophil.antiviral_endotoxin0.30Nonsignificant—0.64Other00
529EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal0.30Nonsignificant—0.14Other00
530FIB.barrier_purinergic.lipid_secretory0.29Nonsignificant—0.24Other00
531T.CD4_Tfh.canonical_GC_helper0.29Nonsignificant0.55 [GCST90240258]0.72Other12
532EPI.tracheal_suprabasal.transitional_wound0.29Nonsignificant—0.60Other161
533EPI.renal_proximal_tubule.detox_antioxidant0.28Nonsignificant2.74e-04 [GCST90470694]1.92Other39477
534FIB.perivascular_interface.vasomotor_tone0.27Nonsignificant—0.18Other00
535EPI.pancreatic_ductal_bicarbonate.activated0.27Nonsignificant0.90 [GCST90470694]0.99Other107
536EPI.salivary_serous_acinar.quiescent0.26Nonsignificant4.18e-03 [GCST90240258]1.32Other178493
537GRANU.MAST.activated_acute0.26Nonsignificant—0.00Other00
538CM.sarcomere_actin_interface0.25Nonsignificant0.08 [GCST90470694]1.14Other45078
539EPI.ileal_bile_transport.absorptive_xenobiotic0.24Nonsignificant0.13 [GCST90240258]0.97Other1112
540PC.IgA_muocsal.baseline0.24Nonsignificant0.74 [GCST90240258]0.85Other35
541EPI.endocervical_secretory.secretory_translocon0.24Nonsignificant—0.00Other00
542EPI.lung_multiciliated.baseline0.23Nonsignificant—0.38Other07
543FIB.suburothelial.contractile_myofibroblast0.23Nonsignificant—0.24Other90
544EPI.colonic_tuft.homeostatic0.23Nonsignificant—0.21Other00
545EPI.cervical_suprabasal.inflammatory_repair0.23Nonsignificant—0.37Other00
546GRANU.neutrophil.tissue_patrolling0.22Nonsignificant—0.52Other00
547EPI.skin_keratinocyte_basal.spinous_transition0.21Nonsignificant—0.48Other00
548CM.mito_proteostasis0.21Nonsignificant0.36 [GCST90470694]1.09Other32929
549EPI.salivary_intercalated_defense.canonical_antimicrobial0.21Nonsignificant0.40 [GCST90470694]0.87Other1122
550EPI.pancreatic_ductal_bicarbonate.baseline0.21Nonsignificant0.90 [GCST90470694]0.83Other1142
551MAC.resident_cardiac.inflammatory_reparative0.21Nonsignificant0.29 [GCST90240258]1.22Other3196
552EPI.ileal_bile_transport.detox_transcytosis0.21Nonsignificant—0.43Other01
553CM.anti_inflammatory0.21Nonsignificant0.36 [GCST90470694]1.02Other4241,503
554FIB.lung_alveolar.stress_interacting0.20Nonsignificant—0.97Other00
555EPI.renal_proximal_tubule.onecarbon_peroxisome0.20Nonsignificant0.82 [GCST90240258]0.30Other5889
556EPI.ectocervical_granular.proliferative_basal0.19Nonsignificant—0.16Other00
557EPI.intrahepatic_cholangiocyte_transport.mucin_secretory0.19Nonsignificant—0.16Other00
558CM.osmoprotection0.19Nonsignificant0.72 [GCST90470694]1.01Other3457
559EPI.colonocyte.distal_absorptive0.19Nonsignificant—1.23Other00
560CM.translation_boost_RPL0.18Nonsignificant0.41 [GCST90470694]1.04Other1291
561EPI.skin_hair_follicle_companion.gap_junction_contractile0.18Nonsignificant—0.48Other00
562EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump0.18Nonsignificant0.08 [GCST90240258]1.29Other40191
563FIB.suburothelial.homeostasis_matrix0.18Nonsignificant1.00 [GCST90240258]0.49Other258921
564CM.oxidative_phospho0.18Nonsignificant0.72 [GCST90470694]1.01Other266792
565B.naive.restrained0.18Nonsignificant4.49e-03 [GCST90240258]1.18Other183353
566EPI.skin_hair_follicle_companion.activated_migratory0.17Nonsignificant—0.48Other00
567EPI.bile_duct_cholangiocyte.inflammatory_APC0.16Nonsignificant—0.23Other20
568EPI.colonic_tuft.activated0.16Nonsignificant—0.21Other00
569FIB.perivascular_interface.vascular_BM_remodelling0.16Nonsignificant—0.15Other00
570FIB.adventitial.PI16_matrix0.15Nonsignificant1.00 [GCST90240258]0.92Other7090
571MAC.resident_cardiac.phagocytic_homeostasis0.15Nonsignificant0.55 [GCST90470694]0.72Other5641,221
572EPI.thymic_medullary.canonical_alarmin0.14Nonsignificant0.14 [GCST90470694]1.02Other817
573T.CD4_naive.Treg_like0.14Nonsignificant0.99 [GCST90240258]0.59Other12172
574EPI.ileal_enterocyte_absorptive.villus_tip0.14Nonsignificant8.92e-06 [GCST90240258]1.72Other43
575EPI.renal_principal_cell.activated_acute0.13Nonsignificant0.61 [GCST90470694]0.99Other2959
576EPI.ileal_enterocyte_crypt.villus_transition0.13Nonsignificant—0.38Other710
577B.naive.activated0.12Nonsignificant0.81 [GCST90240258]1.03Other77127
578B.memory.preactivated0.12Nonsignificant6.40e-03 [GCST90470694]1.22Other173174
579EPI.salivary_myoepithelial.baseline0.11Nonsignificant0.96 [GCST90470694]0.70Other42141
580CM.baseline0.11Nonsignificant0.99 [GCST90240258]0.73Other3930
581EPI.skin_hair_follicle_companion.bulge_anchor_signaling0.11Nonsignificant—0.00Other00
582GRANU.neutrophil.primed_degranulation0.11Nonsignificant—0.00Other00
583EPI.intrahepatic_cholangiocyte_defense.raft_maturation0.11Nonsignificant—0.00Other00
584EPI.renal_intercalated_cell_type_A.PC_transitional0.10Nonsignificant—0.00Other203407
585NEU.INH_VIP.nuclear_reg0.10Nonsignificant—0.27Other204
586EPI.skin_keratinocyte_basal.transit_amplifying0.10Nonsignificant—0.00Other00
587FIB.lung_alveolar.mito_secretory0.10Nonsignificant—0.00Other00
588PC.IgG_systemic.metabolic0.10Nonsignificant0.41 [GCST90240258]0.77Other4663
589CM.translation_boost_RPS0.10Nonsignificant0.99 [GCST90240258]0.77Other6916
590EPI.renal_intercalated_cell_type_A.acid_secretion0.10Nonsignificant0.72 [GCST90470694]0.83Other126
591EPI.pancreatic_acinar.stress0.09Nonsignificant0.02 [GCST90470694]1.34Other2828
592MAC.kupffer.inflammatory0.09Nonsignificant—0.36Other74
593T.CD4_Treg.tissue_effector0.09Nonsignificant0.20 [GCST90470694]1.20Other1613
594EPI.renal_principal_cell.injury_repair0.08Nonsignificant0.61 [GCST90470694]0.74Other269
595EPI.renal_principal_cell.inflammatory0.08Nonsignificant0.51 [GCST90240258]1.25Other74157
596EPI.salivary_myoepithelial.activated0.08Nonsignificant0.96 [GCST90470694]0.45Other85281
597MAC.kupffer.fibrogenic0.08Nonsignificant—0.66Other00
598FIB.adventitial.complement_angiocrine0.07Nonsignificant1.00 [GCST90240258]0.84Other153684
599EPI.colonocyte.ionocyte_BEST40.07Nonsignificant0.38 [GCST90470694]1.27Other103188
600EPI.thymic_medullary.stress_APC0.07Nonsignificant0.25 [GCST90240258]1.16Other24
601EPI.pancreatic_ductal_bicarbonate.barrier_mucin0.07Nonsignificant0.58 [GCST90470694]0.93Other219533
602B.memory.activated0.07Nonsignificant0.39 [GCST90240258]1.08Other10529
603EPI.renal_principal_cell.canonical_vasopressin0.07Nonsignificant0.53 [GCST90240258]1.14Other20
604EPI.hepatic_ductular_cholangiocyte.stress0.07Nonsignificant—0.50Other00
605FIB.adventitial.mechano_chemo_sensing0.07Nonsignificant1.00 [GCST90240258]0.68Other135524
606B.naive.proteostasis0.06Nonsignificant0.84 [GCST90470694]0.89Other4969
607EPI.salivary_serous_acinar.secretory_active0.06Nonsignificant0.88 [GCST90470694]0.54Other24269
608T.CD8_Trm.dendritic_recruiter0.06Nonsignificant0.83 [GCST90240258]0.43Other4785
609EPI.ileal_enterocyte_crypt.baseline0.05Nonsignificant0.46 [GCST90470694]1.00Other116
610EPI.salivary_serous_acinar.seromucous_like0.05Nonsignificant—0.00Other00
611EPI.ileal_enterocyte_crypt.proliferative_S0.05Nonsignificant0.46 [GCST90470694]1.00Other42
612NEU.INH_VIP.enkephalinergic0.05Nonsignificant—0.61Other00
613MAC.kupffer.metabolic0.05Nonsignificant—0.00Other2536
614FIB.adventitial.baseline0.05Nonsignificant1.00 [GCST90240258]0.50Other157278
615EPI.thymic_medullary.hormone_xeno_barrier0.05Nonsignificant—0.05Other08
616EPI.skin_keratinocyte_progenitor.activated_stress0.04Nonsignificant—0.19Other00
617EPI.tracheal_suprabasal.secretory_immune0.04Nonsignificant—0.00Other00
618MAC.kupffer.stress0.04Nonsignificant0.78 [GCST90470694]0.60Other93
619FIB.adventitial.mito_secretory0.04Nonsignificant1.00 [GCST90240258]0.66Other217
620EPI.colonocyte.secretory_boost0.04Nonsignificant0.50 [GCST90240258]0.95Other9891
621EPI.ileal_enterocyte_crypt.bile_transport0.03Nonsignificant0.61 [GCST90470694]0.69Other20
622B.naive.antigen_presenting_ready0.03Nonsignificant0.92 [GCST90240258]0.90Other4873
623FIB.suburothelial.urothelial_interface0.03Nonsignificant0.12 [GCST90470694]0.74Other98
624EPI.alveolar_type_2.stress_response0.03Nonsignificant0.03 [GCST90470694]0.87Other6751,562
625B.naive.metabolic0.03Nonsignificant0.81 [GCST90240258]0.90Other5079
626B.naive.baseline0.03Nonsignificant0.81 [GCST90240258]1.05Other1013
627CM.mechano_activated0.02Nonsignificant0.08 [GCST90470694]1.22Other205134
628MAC.kupffer.tolerogenic0.02Nonsignificant—0.00Other4549
629B.memory.migratory0.02Nonsignificant0.64 [GCST90240258]0.96Other123208
630EPI.lung_multiciliated.mature_motile_cilia0.02Nonsignificant—0.08Other00
631EPI.thymic_medullary.proliferative_APC0.02Nonsignificant—0.37Other00
632T.CD4_Treg.central_naive_like0.02Nonsignificant0.69 [GCST90470694]1.03Other33345
633EPI.renal_principal_cell.intercalated_like0.02Nonsignificant0.51 [GCST90240258]0.72Other6366
634EPI.ileal_enterocyte_absorptive.brush_border0.02Nonsignificant1.00 [GCST90240258]0.00Other5801,717
635EPI.renal_intercalated_cell_type_B.baseline0.02Nonsignificant—0.00Other31
636EPI.skin_sebaceous_duct_luminal.ECM_remodelling0.02Nonsignificant0.02 [GCST90470694]1.22Other29
637EPI.pancreatic_ductal_progenitor.ADM_like0.01Nonsignificant—1.40Other00
638T.CD4_Treg.Tr1_like0.01Nonsignificant—0.00Other88
639B.naive.purinergic0.01Nonsignificant0.81 [GCST90240258]0.88Other384820
640EPI.renal_immature_ureteric_bud.osmoprotective0.01Nonsignificant0.60 [GCST90240258]0.97Other12644
641EPI.pancreatic_acinar.metabolic_onecarbon0.01Nonsignificant0.57 [GCST90240258]1.17Other287328
642NEU.INH_VIP.excitatory_coupled0.01Nonsignificant—0.00Other130
643EPI.renal_immature_ureteric_bud.defense_secretory9.97e-03Nonsignificant0.60 [GCST90240258]1.05Other4576
644NEU.INH_VIP.regulatory_remodeling9.87e-03Nonsignificant—0.32Other61
645EPI.alveolar_type_1.activated9.58e-03Nonsignificant—0.82Other00
646EPI.pancreatic_acinar.quiet_dedifferentiation9.42e-03Nonsignificant0.79 [GCST90240258]0.64Other142171
647EPI.alveolar_type_1.baseline9.41e-03Nonsignificant0.50 [GCST90470694]0.58Other80
648CM.inflammatory8.57e-03Nonsignificant—0.80Other00
649EPI.lung_club_secretory.ciliogenesis_primed8.30e-03Nonsignificant—0.00Other00
650EPI.alveolar_type_2.baseline_surfactant7.81e-03Nonsignificant0.55 [GCST90470694]1.02Other649
651EPI.ectocervical_granular.immune_interact7.34e-03Nonsignificant—0.00Other00
652B.naive.remodeling7.26e-03Nonsignificant0.93 [GCST90240258]0.82Other135230
653B.memory.baseline6.82e-03Nonsignificant1.00 [GCST90240258]0.63Other47299
654EPI.pancreatic_ductal_perivascular.baseline6.78e-03Nonsignificant0.35 [GCST90240258]1.14Other15
655EPI.bile_duct_cholangiocyte.secretory_mucin4.79e-03Nonsignificant—0.11Other712
656EPI.colonocyte.crypt_progenitor4.62e-03Nonsignificant0.38 [GCST90470694]0.86Other115265
657EPI.lung_club_secretory.canonical_surfactant4.40e-03Nonsignificant—0.00Other74104
658EPI.colonocyte.proximal_transport4.33e-03Nonsignificant0.90 [GCST90470694]0.90Other2412
659EPI.pancreatic_acinar.inflammatory_regenerative3.76e-03Nonsignificant0.79 [GCST90240258]0.69Other25113
660EPI.alveolar_type_2.injury_primed3.38e-03Nonsignificant0.10 [GCST90240258]0.99Other434245
661EPI.pancreatic_ductal_perivascular.protective_antioxidant3.28e-03Nonsignificant—0.00Other1169
662B.memory.pDC_imprint2.82e-03Nonsignificant1.00 [GCST90240258]0.74Other157103
663EPI.pancreatic_acinar.baseline2.47e-03Nonsignificant1.00 [GCST90240258]0.62Other274163
664NEU.INH_VIP.opioid2.26e-03Nonsignificant—0.00Other509
665EPI.cervical_suprabasal.secretory_vesicle2.22e-03Nonsignificant—0.00Other00
666EPI.pancreatic_ductal_progenitor.baseline2.15e-03Nonsignificant0.71 [GCST90240258]0.84Other179702
667B.naive.receptor_recycle1.99e-03Nonsignificant0.81 [GCST90240258]0.75Other510
668EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo1.96e-03Nonsignificant—0.37Other00
669EPI.lung_club_secretory.inflammatory1.82e-03Nonsignificant—0.40Other00
670EPI.skin_sebaceous_duct_luminal.detox_repair1.76e-03Nonsignificant0.98 [GCST90240258]0.24Other13794
671T.CD4_Treg.APC_interactive1.75e-03Nonsignificant0.93 [GCST90240258]0.59Other11828
672EPI.pancreatic_acinar.adhesion_remodeling1.70e-03Nonsignificant1.00 [GCST90240258]0.46Other210784
673EPI.colonocyte.junction_remodeling1.47e-03Nonsignificant0.90 [GCST90470694]0.77Other218305
674OLG.stress1.20e-03Nonsignificant0.23 [GCST90470694]1.12Other2328
675EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic1.18e-03Nonsignificant—0.15Other00
676OLG.myelinating_mature1.13e-03Nonsignificant0.32 [GCST90240258]1.05Other36394
677EPI.colonocyte.goblet_interface1.02e-03Nonsignificant—0.12Other1121
678NEU.INH_VIP.serotonergic9.78e-04Nonsignificant—0.00Other92
679OLG.myelinating_stress4.74e-04Nonsignificant0.66 [GCST90470694]1.04Other23262
680OLG.regulatory_activated4.69e-04Nonsignificant0.21 [GCST90470694]1.09Other196614
681EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro3.53e-04Nonsignificant—0.18Other00
682EPI.pancreatic_ductal_progenitor.ciliated_transport3.39e-04Nonsignificant—0.00Other105368
683OLG.regulatory2.95e-04Nonsignificant0.97 [GCST90470694]0.86Other35373
684EPI.pancreatic_ductal_bicarbonate.junctional_remodel2.89e-04Nonsignificant—0.00Other49237
685NEU.INH_VIP.canonical_disinhibitory1.85e-04Nonsignificant0.96 [GCST90470694]0.41Other5938
686OLG.vesicle_trafficking1.07e-04Nonsignificant0.97 [GCST90470694]0.76Other12410
687OLG.reactive_repair3.71e-05Nonsignificant0.97 [GCST90470694]0.46Other385385
688EPI.renal_distal_tubule.immune_modulatory2.59e-05Nonsignificant—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

124 unique genes. Showing 1–124. 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)
SNCA01-High0.618.11G1C1EPI.thymic_medullary.hormone_xeno_barrier (L2), NEU.INH_PVALB.serotonergic (L2)monocyte (Tier: specific)
DC.cDC2 (Tier: specific)
EC.lymphatic (Tier: specific)
MONO.CD14 (Tier: specific)
DC.cDC2.monocyte_like (Tier: specific)
MONO.CD14.baseline (Tier: specific)
MONO.CD14.platelet_bound (Tier: specific)
MONO.CD14.remodeling (Tier: specific)
platelet (Tier: relevant)
PLAT.platelet (Tier: relevant)
DC.cDC2.adhesion_signaling (Tier: relevant)
DC.cDC2.proliferative (Tier: relevant)
EC.lymphatic.activated (Tier: relevant)
EC.lymphatic.tip_migratory (Tier: relevant)
MAC.proliferating.stress (Tier: relevant)
NEU.INH_PVALB.serotonergic (Tier: relevant)
PLAT.adhesion (Tier: relevant)
93 cells — complete matches78
SLC22A401-High0.596.67G1C1—MONO.CD14.platelet_bound (Tier: specific)31 cells — complete matches289399
GPR8401-High0.586.23G1C1—monocyte (Tier: specific)
DC.cDC2 (Tier: specific)
MONO.CD14 (Tier: specific)
DC.cDC2.migratory (Tier: specific)
DC.cDC2.monocyte_like (Tier: specific)
MAC.LAM.antimicrobial (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
MONO.CD14.baseline (Tier: specific)
MONO.CD14.remodeling (Tier: specific)
MONO.CD16.hepatic_mac_like (Tier: specific)
DC.cDC2.adhesion_signaling (Tier: relevant)
DC.cDC2.proliferative (Tier: relevant)
DC.cDC2.tolerogenic_regulatory (Tier: relevant)
43 cells — complete matches141177
ZNF385A01-High0.555.34G1C1FIB.neurolectin_mucosa.nerve_interface (L2)DC.cDC2 (Tier: specific)
DC.cDC2.migratory (Tier: specific)
DC.cDC2.monocyte_like (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
MONO.CD14.remodeling (Tier: specific)
MONO.CD16.hepatic_mac_like (Tier: specific)
DC.cDC2.adhesion_signaling (Tier: relevant)
DC.cDC2.tolerogenic_regulatory (Tier: relevant)
GRNLSA.p53_damage (Tier: relevant)
MAC.proliferating.stress (Tier: relevant)
51 cells — complete matches9496
ZNF51301-High0.523.45G1C1—MONO.CD16.inflammatory (Tier: specific)15 cells — complete matches268632
SNX1701-High0.523.39G1C1——MAC.kupffer.tolerogenic (L2)268632
EIF2B401-High0.523.32G1C1——5 cells — complete matches287671
GTF3C201-High0.473.36G1C1——8 cells — complete matches280647
GTF3C2-AS201-High0.473.28G1C1———271635
ENSG0000029581101-High0.463.38G1C1———273641
PPM1G01-High0.463.11G1C1——DC.pDC.baseline (L2)268632
ENSG0000029852001-High0.453.21G1C1———267632
MPV1701-High0.443.58G1C1——EPI.alveolar_type_1.baseline (L2), T.CD4_naive.gut_prone (L2)274641
NRBP101-High0.443.56G1C1——T.CD4_cytotoxic.precursor (L2)295731
IFT17201-High0.443.72G1C1——16 cells — complete matches5751,693
ENSG0000029583301-High0.433.32G1C1———274641
UCN01-High0.41—G1C1——ADIPO.immature (L2), FIB.reticular.stress_metallothionein (L2), MAC.LAM.lipid_opsonization (L2)255626
SLC30A301-High0.412.86G1C1—EC.lymphatic (Tier: specific)
EC.lymphatic.activated (Tier: relevant)
NEU.INH_PVALB.fastspike (Tier: relevant)
NEU.INH_PVALB.serotonergic (Tier: relevant)
22 cells — complete matches223683
MMRN102-Medium0.688.13G1C2EC.lymphatic.baseline (L2)EC.liver_sinusoidal (Tier: specific)
EC.lymphatic (Tier: specific)
platelet (Tier: relevant)
PLAT.platelet (Tier: relevant)
EC.lymphatic.activated (Tier: relevant)
EC.lymphatic.tip_migratory (Tier: relevant)
HPC.MPP_activated (Tier: relevant)
PLAT.adhesion (Tier: relevant)
39 cells — complete matches35
SNCA-AS102-Medium0.658.78G1C2——MAC.MDM.inflammatory_phagocytic (L2)710
SLC22A302-Medium0.6313.29G1C2——34 cells — complete matches1291,037
ENSG0000030118202-Medium0.618.46G1C2———23
BUD1302-Medium0.583.29G1C2——7 cells — complete matches107917
BUD13-DT02-Medium0.573.53G1C2———105913
JMJD1C02-Medium0.5711.03G1C2——4 cells — complete matches290935
MIR3936HG02-Medium0.567.17G1C2———302416
SLC22A502-Medium0.556.72G1C2—MONO.CD14.platelet_bound (Tier: specific)13 cells — complete matches376507
ENSG0000030712702-Medium0.5512.24G1C2———182667
P4HA202-Medium0.557.42G1C2—MONO.CD14.platelet_bound (Tier: specific)
MONO.CD14.remodeling (Tier: specific)
14 cells — complete matches213354
MLXIPL02-Medium0.554.45G1C2EPI.pancreatic_islet.beta (L2)ADIPO.inflammatory (Tier: relevant)
DC.cDC2.proliferative (Tier: relevant)
GRNLSA.cholesterol_mevalonate (Tier: relevant)
45 cells — complete matches2331,124
ZPR102-Medium0.543.52G1C2—MAC.proliferating.stress (Tier: relevant)4 cells — complete matches1441,122
APOA502-Medium0.544.52G1C2——10 cells — complete matches1431,150
TRIM5802-Medium0.545.35G1C2—DC.cDC2 (Tier: specific)
DC.cDC2.migratory (Tier: specific)
DC.cDC2.monocyte_like (Tier: specific)
MAC.LAM.antimicrobial (Tier: specific)
MONO.CD14.platelet_bound (Tier: specific)
MONO.CD16.inflammatory (Tier: specific)
platelet (Tier: relevant)
PLAT.platelet (Tier: relevant)
DC.cDC2.adhesion_signaling (Tier: relevant)
DC.cDC2.proliferative (Tier: relevant)
HPC.MPP_activated (Tier: relevant)
NEU.INH_PVALB.serotonergic (Tier: relevant)
PLAT.adhesion (Tier: relevant)
PLAT.megakaryocytic (Tier: relevant)
46 cells — complete matches742
SLC22A102-Medium0.548.83G1C2——8 cells — complete matches1511,067
LPAL2.202-Medium0.5211.67G1C2———122986
ENSG0000028637302-Medium0.5212.44G2C2———1826
ENSG0000027769502-Medium0.526.11G1C2———13
ENSG0000030882302-Medium0.523.48G1C2———105913
ENSG0000030522402-Medium0.525.39G1C2———641
REEP302-Medium0.5213.58G2C2——5 cells — complete matches132589
ENSG0000030752102-Medium0.5112.57G2C2———1621
LPAL202-Medium0.5112.62G1C2———108920
IRF102-Medium0.515.24G1C2EC.arterial.inflammatory (L2), EPI.renal_principal_cell.activated_acute (L2), EPI.skin_interfollicular_spinous.early_differentiation (L2), FIB.hepatic_stellate_cell.inflammatory (L2), FIB.interstitial.immune_interact (L2), FIB.neurolectin_mucosa.inflammatory (L2), HEP.acute_phase.inflammatory (L2), PC.IgA_muocsal.plasmablast (L2)ADIPO.inflammatory (Tier: relevant)25 cells — complete matches618847
ENSG0000030163602-Medium0.509.31G1C2———108952
ENSG0000027408002-Medium0.504.30G1C2———2081,098
IGF2R02-Medium0.495.02G1C2——13 cells — complete matches1411,020
ENSG0000030428102-Medium0.499.28G1C2———91901
PDLIM402-Medium0.487.12G2C2EPI.salivary_intercalated_defense.inflammatory (L2)EC.lymphatic (Tier: specific)
MAC.LAM.antimicrobial (Tier: specific)
EC.lymphatic.activated (Tier: relevant)
EC.lymphatic.tip_migratory (Tier: relevant)
GRNLSA.chemokine_mechanosensory (Tier: relevant)
GRNLSA.secretory_remodeling (Tier: relevant)
70 cells — complete matches171263
HNRNPA102-Medium0.486.07G1C2EPI.tracheal_suprabasal.transitional_wound (L2)——1314
ENSG0000022856602-Medium0.4811.23G2C1———2977
VPS37D02-Medium0.484.12G1C2—IPSC.canonical_pluripotent (Tier: relevant)14 cells — complete matches2141,102
ENSG0000028936702-Medium0.473.70G1C2———527
NFE202-Medium0.476.87G2C1PLAT.megakaryocytic (L2)monocyte (Tier: specific)
DC.cDC2 (Tier: specific)
MONO.CD14 (Tier: specific)
DC.cDC2.monocyte_like (Tier: specific)
MONO.CD14.baseline (Tier: specific)
MONO.CD14.platelet_bound (Tier: specific)
MONO.CD14.remodeling (Tier: specific)
MONO.CD16.inflammatory (Tier: specific)
platelet (Tier: relevant)
PLAT.platelet (Tier: relevant)
DC.cDC2.adhesion_signaling (Tier: relevant)
HPC.MPP_activated (Tier: relevant)
MAC.proliferating.stress (Tier: relevant)
PLAT.adhesion (Tier: relevant)
PLAT.megakaryocytic (Tier: relevant)
40 cells — complete matches79
GCKR02-Medium0.474.35G1C2—DC.cDC2.adhesion_signaling (Tier: relevant)22 cells — complete matches5871,789
ENSG0000029368702-Medium0.463.41G1C2———1951,068
LNC-RHL102-Medium0.452.61G1C2———87842
APOC302-Medium0.45—G1C2EPI.ileal_bile_transport.absorptive_xenobiotic (L2), EPI.ileal_enterocyte_crypt.villus_transition (L2), HEP.acute_phase.stress_secretory (L2), HEP.periportal_metabolic.apolipoprotein_secretory (L2)EC.liver_sinusoidal (Tier: specific)
EC.liver_sinusoidal.inflammatory (Tier: relevant)
EC.liver_sinusoidal.remodeling_lipotoxicity (Tier: relevant)
EC.liver_sinusoidal.stress (Tier: relevant)
42 cells — complete matches1401,060
ENSG0000030364202-Medium0.456.34G2C1———44
CHP1P202-Medium0.454.13G1C2———124999
ATP6V1G2-DDX39B02-Medium0.456.10G2C2—MONO.CD14.APC_like (Tier: specific)11 cells — complete matches69185
STX1A02-Medium0.442.90G1C2EPI.intrahepatic_cholangiocyte_transport.mucin_secretory (L2), EPI.pancreatic_islet.beta (L2)—54 cells — complete matches2021,091
ATP6V1G202-Medium0.445.64G2C2—MONO.CD14.APC_like (Tier: specific)12 cells — complete matches73194
GTF2IP4.202-Medium0.442.22G1C2———1961,071
ENSG0000023574902-Medium0.443.40G1C2———528
BUD2302-Medium0.432.46G1C2——4 cells — complete matches1991,082
SPDYE1002-Medium0.433.23G1C2———1851,059
NFKBIL102-Medium0.435.35G2C2—MONO.CD16.hepatic_mac_like (Tier: specific)4 cells — complete matches101243
SH2B302-Medium0.422.22G1C2—MONO.CD14.platelet_bound (Tier: specific)
DC.cDC2.tolerogenic_regulatory (Tier: relevant)
47 cells — complete matches316770
KRTCAP302-Medium0.423.37G1C2—MONO.CD14.platelet_bound (Tier: specific)30 cells — complete matches186569
CARINH02-Medium0.426.30G1C2———411545
ABHD1102-Medium0.422.61G1C2——8 cells — complete matches1971,080
ENSG0000028915402-Medium0.427.28G2C2———00
DNAJC3002-Medium0.412.46G1C2——7 cells — complete matches1991,082
ENSG0000028378202-Medium0.416.48G1C2———374500
NRBF202-Medium0.417.66G2C1——FIB.lung_alveolar.mito_secretory (L2), MONO.CD14.repair_M2_like (L2)25
ATXN202-Medium0.411.40G1C2——7 cells — complete matches4883
CBX502-Medium0.416.38G2C2——FIB.adventitial.mechano_chemo_sensing (L2)11
BCL7B02-Medium0.404.18G1C2———2091,159
BICDL3P02-Medium0.402.81G1C2———122802
ENSG0000029350302-Medium0.402.65G1C2———1841,061
PHETA102-Medium0.402.40G1C2———228664
LINC0235602-Medium0.402.42G1C2—DC.cDC2 (Tier: specific)
DC.cDC2.migratory (Tier: specific)
DC.cDC2.monocyte_like (Tier: specific)
MONO.CD14.platelet_bound (Tier: specific)
MONO.CD14.remodeling (Tier: specific)
DC.cDC2.adhesion_signaling (Tier: relevant)
DC.cDC2.proliferative (Tier: relevant)
DC.cDC2.tolerogenic_regulatory (Tier: relevant)
MAC.proliferating.stress (Tier: relevant)
28 cells — complete matches263733
ENSG0000028985402-Medium0.396.52G2C2———11
LINC0286302-Medium0.395.68G1C2———360492
TNF02-Medium0.383.82G2C2B.naive.activated (L2), EC.capillary.inflammatory (L2), EPI.ectocervical_granular.inflammatory (L2), EPI.renal_principal_cell.inflammatory (L2), ILC2.activated (L2), MAC.alveolar.inflammatory (L2), MAC.microglia_like.inflammatory_chemokine (L2), T.CD4_Trm.activated (L2), T.CD4_cytotoxic.NK_adapted (L2), T.CD8_Trm.inflammatory (L2)DC.cDC2.migratory (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
MONO.CD16.hepatic_mac_like (Tier: specific)
111 cells — complete matches75194
ENSG0000029817002-Medium0.385.29G1C2———353447
TBL202-Medium0.384.79G1C2——13 cells — complete matches1971,080
MICB02-Medium0.373.29G2C2—MAC.proliferating.stress (Tier: relevant)43 cells — complete matches294633
MIR393602-Medium0.375.68G2C2———00
FNDC402-Medium0.373.94G1C2—granulosa_cell (Tier: specific)
GRNLSA.granulosa_cell (Tier: specific)
ADIPO.inflammatory (Tier: relevant)
GRNLSA.chemokine_mechanosensory (Tier: relevant)
GRNLSA.cholesterol_mevalonate (Tier: relevant)
GRNLSA.p53_damage (Tier: relevant)
GRNLSA.secretory_remodeling (Tier: relevant)
GRNLSA.stress_metabolic (Tier: relevant)
32 cells — complete matches4881,610
ACSL602-Medium0.372.96G2C2——59 cells — complete matches52
ENSG0000028193802-Medium0.372.90G2C2———52
MCCD102-Medium0.362.09G2C2———35113
ENSG0000029428102-Medium0.36—G1C2———156504
ENSG0000029983202-Medium0.36—G1C2———156504
ENSG0000024379702-Medium0.357.32G2C2———25
ENSG0000029715002-Medium0.35—G1C2———1961,076
MICB-DT02-Medium0.352.53G2C2———131286
ENSG0000028856302-Medium0.346.68G2C2———11
FZD902-Medium0.343.56G1C2—EC.lymphatic (Tier: specific)
EC.lymphatic.activated (Tier: relevant)
EC.lymphatic.tip_migratory (Tier: relevant)
OPC.proliferative_immune_interact (Tier: relevant)
24 cells — complete matches1142
ENSG0000022401502-Medium0.344.87G2C2———628
ENSG0000030639202-Medium0.341.50G1C2———68723
ENSG0000025109502-Medium0.336.74G2C2———818
SPATA31H102-Medium0.334.07G1C2———4991,593
ENSG0000023682302-Medium0.331.70G1C2———31449
ENSG0000030671702-Medium0.333.76G1C2———3941,491
SCAT202-Medium0.315.86G2C2———00
ENSG0000030462302-Medium0.312.72G1C2———219658
CSF202-Medium0.314.05G2C2——54 cells — complete matches1134
EGR202-Medium0.314.19G2C1IPSC.neural_primed (L2)MONO.CD14.APC_like (Tier: specific)
DC.cDC2.tolerogenic_regulatory (Tier: relevant)
54 cells — complete matches38
CUX202-Medium0.312.48G1C2NEU.EXC_IT (L1S)NEU.INH_PVALB.fastspike (Tier: relevant)13 cells — complete matches207650
AIRN02-Medium0.31—G1C2——NEU.INH_LAMP5.projecting (L2)61318
LINC0146002-Medium0.300.94G2C2——cardiomyocyte (L1), CM.cardiomyocyte (L1S), EC.capillary.postcap_venule (L2)1540
ENSG0000030121002-Medium0.305.23G2C2———00
CCSER102-Medium0.295.19G2C2—DC.cDC2 (Tier: specific)
DC.cDC2.migratory (Tier: specific)
DC.cDC2.monocyte_like (Tier: specific)
MONO.CD14.platelet_bound (Tier: specific)
DC.cDC2.adhesion_signaling (Tier: relevant)
DC.cDC2.tolerogenic_regulatory (Tier: relevant)
EC.lymphatic.tip_migratory (Tier: relevant)
HPC.MPP_activated (Tier: relevant)
56 cells — complete matches38
IL302-Medium0.292.81G2C2——12 cells — complete matches929
ENSG0000028932602-Medium0.270.83G2C2———2254
ENSG0000030311902-Medium0.272.89G2C2———33
ZNF51202-Medium0.263.94G2C2——16 cells — complete matches4091,460
ENSG0000025908002-Medium0.263.71G2C2———4091,460
IL502-Medium0.242.35G2C2—MONO.CD14.baseline (Tier: specific)9 cells — complete matches128192
BAZ1B02-Medium0.223.75G2C2—DC.cDC2.adhesion_signaling (Tier: relevant)4 cells — complete matches141898
RTKN202-Medium0.18—G2C2T.CD4_naive.Treg_like (L2), T.CD8_Tcm.NK_like (L2), THYMO.CD8aa_IELp (L2)DC.cDC2.proliferative (Tier: relevant)63 cells — complete matches2142
TRIM5002-Medium0.134.67G2C2——9 cells — complete matches06

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 a meta-trait, Best child CSEA FDR is the minimum available FDR among its member individual traits; the linked child study identifies the source. It is not a combined test or a meta-trait significance value. Meta-trait CSEA NES is the equally weighted arithmetic mean of member individual-trait NES values, and is shown only when every member has an available finite NES; missing values are not imputed. This average is not a new CSEA test. The Tier is the authored meta-trait cell tier, not the maximum child tier.