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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.

PROLV001237 · All tissues

LRTM2 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 1 individual trait. The measured abundance of the LRTM2 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 1 member individual traits; individual traits are equally weighted, not pooled as independent P-values.

Member individual traits (1)

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)
1hepatocyte19.32Significant1.20e-28 [GCST90469808]1.19Specific1,5153,822
2monocyte9.34Significant3.30e-49 [GCST90469808]1.19Specific2,1763,871
3granulosa_cell8.83Significant0.70 [GCST90469808]1.05Relevant293670
4dendritic_cell8.42Significant0.34 [GCST90469808]1.05Relevant496724
5macrophage7.92Significant1.11e-04 [GCST90469808]1.06Specific8131,732
6epithelial_cell2.99Nonsignificant1.00 [GCST90469808]0.98Other2447
7granulocyte2.77Nonsignificant1.00 [GCST90469808]0.88Other56
8induced_pluripotent_stem_cell2.15Nonsignificant0.70 [GCST90469808]1.01Other00
9haematopoietic_progenitor_cell1.65Nonsignificant1.00 [GCST90469808]0.89Other262502
10platelet1.16Nonsignificant—0.59Other85104
11mesothelial_cell0.49Nonsignificant1.00 [GCST90469808]0.76Other636
12microglia0.39Nonsignificant1.00 [GCST90469808]0.80Other61129
13pericyte0.31Nonsignificant1.00 [GCST90469808]0.77Other128517
14smooth_muscle_cell0.23Nonsignificant1.00 [GCST90469808]0.79Other27139
15plasma_cell0.16Nonsignificant1.00 [GCST90469808]0.75Other1724
16adipose_stem_and_progenitor_cell0.12Nonsignificant1.00 [GCST90469808]0.73Other327954
17fibroblast0.12Nonsignificant1.00 [GCST90469808]0.75Other184826
18muscle_stem_cell0.12Nonsignificant1.00 [GCST90469808]0.71Other727
19endothelial_cell0.09Nonsignificant1.00 [GCST90469808]0.71Other373974
20skeletal_muscle_cell0.08Nonsignificant1.00 [GCST90469808]0.73Other9442,600
21chondrocyte0.05Nonsignificant1.00 [GCST90469808]0.72Other5481,069
22thymocyte0.04Nonsignificant1.00 [GCST90469808]0.66Other168512
23B_cell0.02Nonsignificant1.00 [GCST90469808]0.61Other356694
24innate_lymphoid_cell_20.02Nonsignificant1.00 [GCST90469808]0.66Other38
25melanocyte0.02Nonsignificant1.00 [GCST90469808]0.69Other97309
26oligodendrocyte0.01Nonsignificant1.00 [GCST90469808]0.62Other3851,507
27neuron0.01Nonsignificant1.00 [GCST90469808]0.69Other3301,328
28adipocyte6.11e-03Nonsignificant1.00 [GCST90469808]0.65Other33111
29cardiomyocyte5.94e-03Nonsignificant1.00 [GCST90469808]0.79Other5332,045
30T_cell3.66e-03Nonsignificant1.00 [GCST90469808]0.43Other470959
31natural_killer_cell3.02e-03Nonsignificant1.00 [GCST90469808]0.59Other1,2042,052
32schwann_cell2.47e-03Nonsignificant1.00 [GCST90469808]0.56Other1057
33astrocyte5.65e-05Nonsignificant1.00 [GCST90469808]0.45Other2561,203
34oligodendrocyte_precursor_cell4.96e-05Nonsignificant1.00 [GCST90469808]0.38Other4611,454

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceBest child CSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1HEP.canalicular_transport30.65Significant3.00e-50 [GCST90469808]3.00Specific1,2903,434
2EPI.alveolar_type_221.49Significant4.69e-11 [GCST90469808]1.48Specific8131,853
3HEP.acute_phase16.85Significant0.81 [GCST90469808]0.98Specific1,4413,641
4MAC.proliferating15.19Significant0.03 [GCST90469808]1.57Specific87253
5MAC.LAM12.19Significant2.50e-14 [GCST90469808]1.91Specific9142,064
6EPI.pancreatic_ductal_mucinous12.17Significant0.31 [GCST90469808]1.26Relevant219430
7HEP.periportal_metabolic10.02Significant1.00 [GCST90469808]0.02Specific1,7504,427
8DC.cDC29.86Significant1.15e-05 [GCST90469808]2.10Specific1,1891,793
9MONO.CD169.83Significant0.09 [GCST90469808]1.32Specific1,3041,835
10MAC.MDM9.44Significant0.17 [GCST90469808]1.25Relevant623986
11MONO.CD149.25Significant0.92 [GCST90469808]0.75Specific2,2944,139
12EPI.renal_proximal_tubule8.85Significant0.15 [GCST90469808]1.26Relevant525806
13GRNLSA.granulosa_cell8.83Significant——Relevant2570
14MAC.alveolar8.26Significant1.00 [GCST90469808]0.97Relevant1,4323,122
15EPI.renal_immature_ureteric_bud8.01Significant0.14 [GCST90469808]1.24Relevant217569
16EPI.esophageal_suprabasal7.13Significant0.48 [GCST90469808]1.15Relevant158404
17MAC.resident_repair6.96Significant1.00 [GCST90469808]0.76Relevant7961,426
18DC.cDC16.83Significant1.00 [GCST90469808]0.68Relevant55112
19EPI.renal_intercalated_cell_type_B6.68Significant—1.08Relevant67
20EPI.cervical_suprabasal6.47Significant—1.02Relevant1450
21MAC.resident_iron6.43Significant1.00 [GCST90469808]0.66Relevant1621
22GRANU.neutrophil6.26Significant9.43e-04 [GCST90469808]1.68Specific1,2352,649
23EPI.renal_thick_ascending_limb6.01Significant0.14 [GCST90469808]1.17Relevant4531,153
24EPI.ileal_bile_transport5.38Nominal0.70 [GCST90469808]1.19Other6193
25EPI.renal_distal_tubule5.16Nominal1.00 [GCST90469808]0.94Other133361
26EPI.ectocervical_granular4.76Nominal—0.80Other1123
27EPI.pancreatic_islet4.38Nominal1.00 [GCST90469808]1.15Other52132
28MAC.kupffer4.31Nominal1.00 [GCST90469808]0.44Other189530
29DC.pDC3.97Nominal1.00 [GCST90469808]0.05Other4961,028
30EPI.extrahepatic_cholangiocyte3.62Nominal—0.73Other3771
31EPI.skin_keratinocyte_progenitor3.54Nominal—0.74Other03
32EPI.skin_keratinocyte_basal3.36Nominal—0.74Other1326
33EPI.esophageal_basal3.21Nominal1.00 [GCST90469808]0.97Other410
34EPI.tracheal_suprabasal3.12Nominal1.00 [GCST90469808]1.03Other2956
35EPI.renal_intercalated_cell_type_A3.12Nominal1.00 [GCST90469808]0.81Other67142
36EPI.colonic_enteroendocrine2.91Nonsignificant—0.59Other11
37EPI.tracheal_basal2.86Nonsignificant1.00 [GCST90469808]1.00Other3981,120
38EPI.ileal_goblet2.57Nonsignificant1.00 [GCST90469808]1.00Other181432
39EPI.skin_keratinocyte_proliferating2.56Nonsignificant1.00 [GCST90469808]0.87Other4776
40HEP.pericentral_lipoprotein2.34Nonsignificant—0.00Other00
41IPSC.induced_pluripotent_stem_cell2.15Nonsignificant——Other00
42EPI.salivary_duct_excretory2.12Nonsignificant1.00 [GCST90469808]0.86Other85180
43MAC.microglia_like2.07Nonsignificant1.00 [GCST90469808]0.31Other124179
44EPI.salivary_duct_ion_transport1.98Nonsignificant1.00 [GCST90469808]0.80Other511
45EPI.skin_sebaceous_duct_luminal1.85Nonsignificant1.00 [GCST90469808]0.87Other100249
46EPI.skin_interfollicular_spinous1.69Nonsignificant1.00 [GCST90469808]0.86Other260563
47EPI.intrahepatic_cholangiocyte_defense1.67Nonsignificant—0.35Other813
48HPC.haematopoietic_progenitor_cell1.65Nonsignificant——Other211370
49EPI.ileal_enterocyte_absorptive1.55Nonsignificant1.00 [GCST90469808]0.83Other118338
50DC.mig1.54Nonsignificant—0.00Other89156
51FIB.suburothelial1.46Nonsignificant1.13e-03 [GCST90469808]1.31Other122432
52EPI.gastric_foveolar1.38Nonsignificant—0.28Other00
53EPI.ileal_enterocyte_crypt1.29Nonsignificant1.00 [GCST90469808]0.69Other67113
54EPI.endocervical_secretory1.21Nonsignificant—0.28Other00
55PLAT.platelet1.16Nonsignificant—0.00Other3853
56FIB.barrier_secretory1.11Nonsignificant0.54 [GCST90469808]1.19Other81228
57EPI.salivary_mucous_acinar1.11Nonsignificant1.00 [GCST90469808]0.77Other6391,189
58EPI.intrahepatic_cholangiocyte_transport1.10Nonsignificant—0.20Other1242
59EPI.renal_principal_cell0.95Nonsignificant1.00 [GCST90469808]0.67Other207403
60GRANU.MAST0.77Nonsignificant1.00 [GCST90469808]0.00Other56
61MAC.resident_cardiac0.77Nonsignificant1.00 [GCST90469808]4.02e-03Other4851,074
62EPI.bile_duct_cholangiocyte0.68Nonsignificant1.00 [GCST90469808]0.62Other3760
63EPI.skin_sweat_duct_keratinocyte0.66Nonsignificant1.00 [GCST90469808]0.64Other146301
64EPI.hepatic_ductular_cholangiocyte0.63Nonsignificant1.00 [GCST90469808]0.60Other83243
65EPI.skin_hair_follicle_companion0.62Nonsignificant—0.04Other812
66EPI.skin_appendage_keratinocyte0.53Nonsignificant1.00 [GCST90469808]0.59Other87222
67MESO.mesothelial_cell0.49Nonsignificant——Other218
68FIB.tracheal_subepithelial0.47Nonsignificant—1.46Other00
69EPI.lung_club_secretory0.46Nonsignificant1.00 [GCST90469808]0.61Other514
70FIB.perivascular_interface0.39Nonsignificant0.54 [GCST90469808]1.17Other00
71MG.microglia0.39Nonsignificant——Other490
72EC.lymphatic0.38Nonsignificant7.89e-06 [GCST90469808]1.39Other630998
73B.age_associated0.38Nonsignificant0.06 [GCST90469808]1.23Other207350
74FIB.neurolectin_mucosa0.33Nonsignificant0.58 [GCST90469808]1.06Other133394
75PERI.pericyte0.31Nonsignificant——Other1170
76EPI.colonic_tuft0.31Nonsignificant—0.00Other724
77EPI.lung_multiciliated0.29Nonsignificant1.00 [GCST90469808]0.57Other1649
78EPI.skin_hair_follicle_bulge0.28Nonsignificant1.00 [GCST90469808]0.59Other51178
79EPI.tracheal_submucosal_gland0.24Nonsignificant—0.00Other00
80FIB.skin_neurosecretory0.23Nonsignificant—1.12Other00
81SMC.smooth_muscle_cell0.23Nonsignificant——Other20101
82EPI.thymic_medullary0.20Nonsignificant1.00 [GCST90469808]0.54Other26133
83EPI.salivary_intercalated_defense0.19Nonsignificant1.00 [GCST90469808]0.58Other81161
84FIB.skin_tenogenic0.19Nonsignificant—0.98Other108227
85FIB.reticular0.19Nonsignificant0.75 [GCST90469808]0.95Other1987
86PC.IgA_muocsal0.17Nonsignificant0.04 [GCST90469808]1.44Other1831
87EC.venous0.16Nonsignificant7.89e-06 [GCST90469808]1.20Other5161,387
88SKM.type_1_slow0.16Nonsignificant1.61e-09 [GCST90469808]1.60Other9232,478
89EC.liver_sinusoidal0.16Nonsignificant0.10 [GCST90469808]1.19Other1,0831,925
90EPI.skin_follicular_keratinizing0.12Nonsignificant1.00 [GCST90469808]0.50Other3081
91ASPC.adipose_stem_and_progenitor_cell0.12Nonsignificant——Other324930
92T.CD4_Th20.12Nonsignificant—2.01Other12
93MUSC.muscle_stem_cell0.12Nonsignificant——Other418
94NEU.INH_LAMP50.11Nonsignificant0.85 [GCST90469808]1.10Other263532
95FIB.skin_sheath0.11Nonsignificant0.75 [GCST90469808]0.93Other49118
96EPI.alveolar_type_10.09Nonsignificant1.00 [GCST90469808]0.53Other26101
97FIB.interstitial0.08Nonsignificant0.75 [GCST90469808]0.99Other288940
98PC.IgG_systemic0.08Nonsignificant0.99 [GCST90469808]0.53Other4160
99FIB.skin_papillary0.08Nonsignificant—0.65Other00
100FIB.barrier_purinergic0.07Nonsignificant—0.62Other13
101EPI.colonocyte0.07Nonsignificant1.00 [GCST90469808]0.52Other294815
102EC.capillary0.06Nonsignificant1.00 [GCST90469808]0.80Other5141,635
103CHOND.chondrocyte0.05Nonsignificant——Other519730
104B.germinal_center0.05Nonsignificant0.67 [GCST90469808]1.13Other233655
105NEU.EXC_CT0.05Nonsignificant0.97 [GCST90469808]1.02Other362384
106EPI.pancreatic_ductal_progenitor0.05Nonsignificant1.00 [GCST90469808]0.51Other234873
107THYMO.thymocyte0.04Nonsignificant——Other163495
108SKM.type_2_fast0.03Nonsignificant1.00 [GCST90469808]0.11Other9722,639
109FIB.lung_alveolar0.03Nonsignificant—0.26Other615
110T.gamma_delta0.02Nonsignificant0.05 [GCST90469808]1.08Other5881,078
111EPI.salivary_serous_acinar0.02Nonsignificant1.00 [GCST90469808]0.62Other233531
112FIB.hepatic_stellate_cell0.02Nonsignificant—0.25Other64252
113T.CD4_Treg0.02Nonsignificant0.94 [GCST90469808]1.03Other244511
114EC.arterial0.02Nonsignificant1.00 [GCST90469808]0.65Other356885
115ILC2.innate_lymphoid_cell_20.02Nonsignificant——Other20
116MEL.melanocyte0.02Nonsignificant——Other79242
117OLG.oligodendrocyte0.01Nonsignificant——Other3841,397
118T.CD8_Trm0.01Nonsignificant0.94 [GCST90469808]1.02Other211346
119T.CD8_Tcm0.01Nonsignificant0.06 [GCST90469808]1.07Other460926
120FIB.transitioning9.39e-03Nonsignificant0.58 [GCST90469808]1.09Other172497
121B.memory8.62e-03Nonsignificant1.00 [GCST90469808]0.87Other442882
122B.naive8.14e-03Nonsignificant1.00 [GCST90469808]0.90Other307595
123T.CD4_Tfh7.63e-03Nonsignificant1.00 [GCST90469808]1.02Other4745
124T.CD4_transitional7.40e-03Nonsignificant0.94 [GCST90469808]1.02Other48110
125EPI.pancreatic_acinar7.22e-03Nonsignificant1.00 [GCST90469808]0.57Other4291,475
126ADIPO.adipocyte6.11e-03Nonsignificant——Other2062
127CM.cardiomyocyte5.94e-03Nonsignificant——Other5242,032
128T.CD4_Trm4.08e-03Nonsignificant1.00 [GCST90469808]0.98Other176363
129T.CD8_naive3.08e-03Nonsignificant1.00 [GCST90469808]0.96Other317708
130NK.natural_killer_cell3.02e-03Nonsignificant——Other1,2042,045
131EPI.pancreatic_ductal_perivascular2.65e-03Nonsignificant1.00 [GCST90469808]0.41Other430
132NEU.INH_VIP2.59e-03Nonsignificant0.97 [GCST90469808]0.96Other241366
133NEU.EXC_SYT22.54e-03Nonsignificant—0.80Other4077
134SCHWN.schwann_cell2.47e-03Nonsignificant——Other733
135T.CD8_transitional2.37e-03Nonsignificant1.00 [GCST90469808]1.00Other497932
136EC.heart_remodeling2.17e-03Nonsignificant1.00 [GCST90469808]0.31Other5691,594
137T.CD4_Th172.11e-03Nonsignificant1.00 [GCST90469808]1.00Other421794
138T.CD4_naive1.35e-03Nonsignificant1.00 [GCST90469808]0.97Other399866
139T.CD4_Tem9.30e-04Nonsignificant1.00 [GCST90469808]0.96Other365697
140NEU.EXC_IT5.92e-04Nonsignificant0.97 [GCST90469808]0.95Other411192
141FIB.adventitial4.12e-04Nonsignificant1.00 [GCST90469808]0.07Other2681,447
142T.CD4_Tcm3.10e-04Nonsignificant1.00 [GCST90469808]0.94Other494988
143T.CD8_Tem2.62e-04Nonsignificant1.00 [GCST90469808]0.94Other1,0831,857
144EPI.pancreatic_ductal_bicarbonate1.64e-04Nonsignificant1.00 [GCST90469808]0.34Other131548
145EPI.salivary_myoepithelial1.18e-04Nonsignificant1.00 [GCST90469808]0.34Other191714
146NEU.INH_PVALB1.02e-04Nonsignificant0.97 [GCST90469808]0.82Other193183
147T.MAIT8.51e-05Nonsignificant1.00 [GCST90469808]0.86Other469855
148ASTRO.astrocyte5.65e-05Nonsignificant——Other2281,111
149OPC.oligodendrocyte_precursor_cell4.96e-05Nonsignificant——Other4131,269
150EPI.thymic_cortical5.09e-07Nonsignificant1.00 [GCST90469808]0.31Other442824
151T.CD4_cytotoxic3.85e-07Nonsignificant1.00 [GCST90469808]0.62Other8551,493
152NEU.EXC_NTNG12.92e-08Nonsignificant—0.00Other00

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceBest child CSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1HEP.canalicular_transport.ductular_like_transition36.03Significant0.17 [GCST90469808]1.58Specific40087
2HEP.canalicular_transport.baseline35.32Significant0.20 [GCST90469808]1.57Relevant199477
3HEP.canalicular_transport.pericentral_like_hypoxia33.59Significant0.34 [GCST90469808]1.24Relevant3268
4HEP.canalicular_transport.secretory_ERAD_UPR32.21Significant0.51 [GCST90469808]1.07Relevant23228
5HEP.canalicular_transport.injury_stress30.01Significant0.34 [GCST90469808]1.28Relevant28924
6HEP.acute_phase.hypoxia_lipid29.18Significant—1.79Relevant00
7EPI.alveolar_type_2.stress_response28.32Significant2.86e-05 [GCST90469808]2.34Specific6751,562
8HEP.canalicular_transport.inflammatory26.94Significant1.00 [GCST90469808]0.09Specific1,335194
9HEP.canalicular_transport.sterol_lipid_biosynthesis20.65Significant—0.00Relevant1020
10MONO.CD14.cord_tolerance19.06Significant2.29e-18 [GCST90469808]3.36Specific864753
11MAC.proliferating.stress18.56Significant—0.72Relevant87136
12EPI.esophageal_suprabasal.proliferative_G2M18.51Significant—2.10Relevant00
13HEP.acute_phase.baseline18.49Significant0.06 [GCST90469808]1.79Specific94619
14HEP.acute_phase.complement_metabolic18.16Significant0.10 [GCST90469808]1.66Relevant1,4233,464
15DC.cDC2.monocyte_like16.60Significant8.96e-05 [GCST90469808]2.19Specific1,285791
16EPI.alveolar_type_2.baseline_surfactant16.36Significant1.00 [GCST90469808]0.22Relevant649
17MAC.LAM.lipid_phagocytosis16.32Significant0.04 [GCST90469808]1.79Relevant369328
18MAC.LAM.antimicrobial16.21Significant0.04 [GCST90469808]1.64Relevant38993
19MAC.LAM.perivascular_angiocrine15.95Significant—0.63Relevant53138
20EPI.alveolar_type_2.injury_primed15.68Significant1.00 [GCST90469808]0.10Relevant434245
21HEP.periportal_metabolic.stress_chaperone15.45Significant—1.13Specific66128
22HEP.acute_phase.stress_secretory15.02Significant1.00 [GCST90469808]0.85Relevant263
23EPI.pancreatic_ductal_mucinous.remodeling_channel_rich14.85Significant—0.32Relevant00
24EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit14.83Significant—0.59Relevant00
25HEP.acute_phase.inflammatory14.75Significant1.00 [GCST90469808]0.37Relevant382649
26MONO.CD14.repair_M2_like14.09Significant1.48e-07 [GCST90469808]2.56Specific5501,495
27MAC.proliferating.DNA_replication13.59Significant0.96 [GCST90469808]0.02Relevant36
28MONO.CD14.APC_like13.31Significant9.76e-11 [GCST90469808]2.58Specific1,6862,493
29MONO.CD16.hepatic_mac_like13.08Significant2.97e-03 [GCST90469808]2.09Specific803117
30DC.cDC2.proliferative12.97Significant—0.64Relevant3971
31EPI.renal_distal_tubule.stress12.86Significant—1.34Relevant00
32HEP.periportal_metabolic.canonical_urea_cycle12.41Significant0.04 [GCST90469808]1.78Specific1,464269
33EPI.pancreatic_ductal_mucinous.mucin_rich_barrier12.37Significant0.26 [GCST90469808]1.39Relevant4491,034
34DC.cDC2.migratory12.34Significant0.34 [GCST90469808]1.40Relevant18539
35HEP.acute_phase.proliferative11.87Significant—0.00Relevant46
36EPI.esophageal_suprabasal.proliferative_S11.83Significant—1.32Specific2641
37MONO.CD16.inflammatory11.79Significant4.27e-05 [GCST90469808]2.31Specific1,640168
38GRNLSA.secretory_remodeling11.66Significant0.54 [GCST90469808]1.51Relevant9025
39EPI.ectocervical_granular.immune_interact11.41Significant—1.15Relevant00
40HEP.periportal_metabolic.apolipoprotein_secretory11.24Significant0.79 [GCST90469808]0.98Relevant43110
41MAC.alveolar.capillary_interacting11.19Significant0.14 [GCST90469808]1.88Relevant113181
42HEP.periportal_metabolic.acute_phase_barrier11.04Significant0.52 [GCST90469808]1.37Relevant533138
43MAC.alveolar.scavenging_endocytic11.01Significant—0.92Relevant140283
44MAC.resident_repair.lipid_phagocytic10.98Significant0.08 [GCST90469808]1.85Specific228604
45MAC.MDM.complement_resolving10.95Significant0.02 [GCST90469808]1.86Specific440860
46MAC.LAM.inflammatory_APC10.93Significant1.00 [GCST90469808]0.38Relevant872165
47HEP.acute_phase.complement_antiviral10.88Significant1.00 [GCST90469808]0.04Relevant377751
48MAC.LAM.anti_inflammatory10.66Significant1.00 [GCST90469808]0.56Relevant86132
49EPI.pancreatic_islet.alpha10.61Significant—0.94Specific152330
50EPI.renal_proximal_tubule.detox_antioxidant10.53Significant2.88e-05 [GCST90469808]3.10Specific39477
51HEP.periportal_metabolic.xenobiotic_detox10.50Significant0.52 [GCST90469808]1.25Relevant1,440139
52MAC.MDM.inflammatory_phagocytic10.11Significant0.19 [GCST90469808]1.41Relevant19952
53EPI.esophageal_suprabasal.proliferative_exit9.97Significant—0.85Relevant00
54DC.cDC1.homeostatic_inhibitory9.92Significant—1.01Relevant00
55EPI.cervical_suprabasal.inflammatory_repair9.77Significant—0.73Relevant00
56MONO.CD16.baseline9.69Significant0.85 [GCST90469808]0.98Relevant501
57HEP.periportal_metabolic.inflammatory_activated9.41Significant0.98 [GCST90469808]0.65Relevant7121,610
58DC.cDC2.adhesion_signaling9.34Significant1.00 [GCST90469808]0.88Relevant359
59GRNLSA.proliferative_migratory9.32Significant0.54 [GCST90469808]1.25Relevant248292
60GRNLSA.EMT_insulin_signaling9.27Significant0.54 [GCST90469808]1.35Relevant4784
61GRNLSA.cholesterol_mevalonate9.22Significant0.72 [GCST90469808]1.01Relevant94
62MAC.resident_repair.antigen_presenting9.21Significant0.04 [GCST90469808]1.84Specific244113
63HEP.periportal_metabolic.stress_checkpoint8.89Significant0.79 [GCST90469808]0.94Relevant234786
64MAC.MDM.LAM_like8.88Significant0.92 [GCST90469808]0.54Relevant1214
65GRNLSA.p53_damage8.88Significant—9.28e-03Relevant1310
66EPI.esophageal_suprabasal.basal_transitional8.82Significant0.72 [GCST90469808]1.18Relevant4467
67MONO.CD14.remodeling8.71Significant1.00 [GCST90469808]0.86Relevant2,373295
68GRNLSA.chemokine_mechanosensory8.57Significant0.82 [GCST90469808]0.81Relevant10
69MAC.alveolar.inflammatory8.52Significant0.79 [GCST90469808]1.02Relevant208312
70MAC.alveolar.biosynthetic_sterol_heme8.50Significant0.79 [GCST90469808]0.89Relevant34740
71EPI.renal_immature_ureteric_bud.osmoprotective8.42Significant0.17 [GCST90469808]1.59Relevant12644
72MONO.CD14.baseline8.40Significant1.00 [GCST90469808]0.24Specific2,26876
73MAC.LAM.lipid_opsonization8.38Significant1.00 [GCST90469808]0.48Relevant4514
74EPI.pancreatic_ductal_mucinous.proliferative_gastric_like8.24Significant—0.00Relevant00
75EPI.renal_thick_ascending_limb.canonical_salt_transporter8.22Significant3.98e-04 [GCST90469808]2.19Specific322317
76MONO.CD14.platelet_bound7.75Significant1.00 [GCST90469808]0.63Relevant964176
77MAC.resident_iron.APC_iron_sensing7.66Significant0.50 [GCST90469808]1.19Relevant211114
78MONO.CD16.patrolling7.64Significant1.00 [GCST90469808]0.10Relevant797216
79MONO.CD14.inflammatory7.48Significant1.00 [GCST90469808]0.83Relevant92134
80GRANU.neutrophil.primed_degranulation7.47Significant—0.90Relevant00
81DC.cDC2.tolerogenic_regulatory7.45Significant1.00 [GCST90469808]0.57Relevant444
82HEP.periportal_metabolic.urea_onecarbon_secretory7.24Significant1.00 [GCST90469808]0.07Relevant1,3323,053
83GRNLSA.lipid_hypoxia7.02Significant0.90 [GCST90469808]0.49Relevant280
84MONO.CD16.platelet_bound6.86Significant0.97 [GCST90469808]0.65Other372508
85MAC.MDM.APC_dendritic6.85Significant0.92 [GCST90469808]0.58Relevant4815
86EPI.renal_immature_ureteric_bud.defense_secretory6.83Significant0.82 [GCST90469808]0.57Relevant4576
87EPI.renal_thick_ascending_limb.remodeling6.73Significant1.00 [GCST90469808]0.81Relevant15292
88DC.cDC1.activated6.73Significant—0.20Relevant00
89MAC.kupffer.inflammatory6.73Significant—0.68Relevant74
90DC.cDC2.antiviral6.71Significant1.00 [GCST90469808]0.15Relevant10037
91GRNLSA.stress_metabolic6.71Significant—0.00Relevant12
92EPI.renal_intercalated_cell_type_B.baseline6.68Significant—0.00Relevant31
93DC.cDC2.pro_inflammatory6.60Significant1.00 [GCST90469808]0.25Relevant35
94EPI.renal_proximal_tubule.onecarbon_peroxisome6.54Significant1.00 [GCST90469808]0.00Relevant5889
95GRANU.neutrophil.tissue_patrolling6.47Significant—0.00Relevant00
96MAC.alveolar.lipid_autophagy6.32Significant—0.00Relevant3544
97MAC.resident_repair.chemokine_angiocrine6.21Significant0.97 [GCST90469808]0.50Relevant87138
98MAC.resident_iron.redox_metabolic5.88Significant0.50 [GCST90469808]0.97Other44
99IPSC.mesodermal_primed5.74Significant3.09e-07 [GCST90469808]2.49Relevant00
100DC.cDC1.proliferative5.71Significant—0.00Relevant00
101DC.cDC1.cross_presenting5.68Significant—0.00Relevant00
102MAC.resident_iron.heme_catabolism5.60Significant0.50 [GCST90469808]1.04Other3051
103DC.cDC1.baseline5.55Significant—0.00Relevant00
104MAC.resident_repair.ECM_stromal_crosstalk5.52Significant0.97 [GCST90469808]0.39Other95158
105EPI.ileal_bile_transport.detox_transcytosis5.51Significant—2.22e-16Relevant01
106MAC.resident_iron.heme_recycling5.51Significant—0.00Other3037
107EPI.renal_thick_ascending_limb.barrier_repair5.47Nominal1.00 [GCST90469808]0.64Other141284
108EPI.ileal_bile_transport.absorptive_xenobiotic5.34Nominal0.59 [GCST90469808]0.89Other1112
109MAC.kupffer.fibrogenic5.16Nominal—0.51Other00
110MAC.kupffer.stress5.10Nominal0.65 [GCST90469808]0.87Other93
111MAC.kupffer.metabolic5.09Nominal—0.26Other2536
112MAC.alveolar.stress_metabolic5.05Nominal1.00 [GCST90469808]0.00Other116148
113EPI.esophageal_suprabasal.differentiating_keratin5.00Nominal1.00 [GCST90469808]0.00Other13161
114GRANU.neutrophil.antiviral_endotoxin4.94Nominal—0.00Other00
115EPI.renal_intercalated_cell_type_A.PC_transitional4.86Nominal—0.96Other203407
116EPI.renal_thick_ascending_limb.cation_flux4.80Nominal1.00 [GCST90469808]0.29Other5795
117EPI.ectocervical_granular.inflammatory4.75Nominal—0.32Other00
118EPI.esophageal_basal.junctional_barrier4.75Nominal—1.21Other00
119DC.pDC.baseline4.67Nominal0.85 [GCST90469808]0.94Other88123
120EPI.renal_distal_tubule.repair4.63Nominal—7.79e-03Other34102
121EPI.colonic_enteroendocrine.progenitor4.56Nominal—0.97Other00
122EPI.extrahepatic_cholangiocyte.barrier_interface4.53Nominal—0.42Other00
123DC.pDC.immature_metabolic4.46Nominal0.55 [GCST90469808]1.37Other78124
124EPI.skin_keratinocyte_progenitor.quiescent_stem_like4.39Nominal—0.32Other00
125EPI.tracheal_suprabasal.transitional_wound4.34Nominal—0.60Other161
126MAC.resident_repair.stress_iron4.31Nominal0.97 [GCST90469808]0.62Other4897
127EPI.skin_keratinocyte_proliferating.detox_repair3.90Nominal—0.73Other00
128EPI.skin_keratinocyte_basal.transit_amplifying3.76Nominal—0.97Other00
129EPI.ectocervical_granular.proliferative_basal3.66Nominal—0.00Other00
130MAC.microglia_like.phagocytic_redox3.59Nominal—1.01Other00
131HPC.MPP_IEG3.52Nominal0.41 [GCST90469808]1.34Other4546
132EPI.skin_keratinocyte_basal.spinous_transition3.43Nominal—0.00Other00
133MAC.resident_iron.stress_tolerogenic3.33Nominal—0.00Other00
134HPC.MPP_activated3.25Nominal—0.94Other00
135IPSC.canonical_pluripotent3.22Nominal2.50e-11 [GCST90469808]2.37Other00
136EPI.skin_appendage_keratinocyte.sebaceous_apocrine3.22Nominal—1.57Other3982
137EPI.skin_keratinocyte_progenitor.activated_stress3.20Nominal—0.00Other00
138EPI.cervical_suprabasal.secretory_vesicle3.18Nominal—0.00Other00
139EPI.skin_keratinocyte_basal.basement_anchoring3.14Nominal—0.00Other00
140EPI.colonic_enteroendocrine.Lcell_peptide3.12Nominal—0.00Other00
141EPI.tracheal_basal.homeostatic_progenitor3.09Nominal0.20 [GCST90469808]1.65Other28574
142EPI.skin_keratinocyte_proliferating.early_spinous_transition2.99Nonsignificant—0.26Other135290
143EPI.endocervical_secretory.squamous_barrier2.87Nonsignificant—0.67Other00
144GRNLSA.angiocrine_mechanosensory2.82Nonsignificant—0.00Other00
145EPI.ileal_goblet.stress_metallothionein2.80Nonsignificant—0.57Other411
146IPSC.mesendo_primed2.78Nonsignificant2.14e-06 [GCST90469808]1.92Other00
147EPI.ileal_enterocyte_crypt.villus_transition2.77Nonsignificant—1.13Other710
148EPI.extrahepatic_cholangiocyte.mucin_secretory2.76Nonsignificant—0.00Other00
149IPSC.neuroendocrine_primed2.76Nonsignificant—0.68Other00
150EPI.renal_thick_ascending_limb.salt_sensing2.70Nonsignificant1.00 [GCST90469808]0.00Other73103
151EPI.esophageal_basal.activated_progenitor2.70Nonsignificant1.00 [GCST90469808]0.00Other10
152EPI.ileal_goblet.baseline2.65Nonsignificant0.88 [GCST90469808]0.88Other162
153DC.pDC.poised_migratory2.63Nonsignificant0.91 [GCST90469808]0.44Other5495
154EPI.renal_intercalated_cell_type_A.acid_secretion2.62Nonsignificant0.72 [GCST90469808]0.82Other126
155PLAT.megakaryocytic2.54Nonsignificant—0.97Other00
156HEP.pericentral_lipoprotein.UPR_redox2.52Nonsignificant—0.67Other00
157EPI.tracheal_basal.activated_stress2.50Nonsignificant0.97 [GCST90469808]0.11Other320
158EPI.ileal_goblet.inflammatory_mucin2.50Nonsignificant0.88 [GCST90469808]0.29Other69
159MAC.microglia_like.inflammatory_chemokine2.30Nonsignificant—0.10Other2032
160EPI.intrahepatic_cholangiocyte_defense.raft_maturation2.30Nonsignificant—0.73Other00
161EPI.salivary_duct_excretory.stress2.22Nonsignificant0.64 [GCST90469808]0.78Other3368
162EPI.skin_interfollicular_spinous.proliferative2.16Nonsignificant—1.13Other00
163HEP.pericentral_lipoprotein.ApoB_coagulation2.15Nonsignificant—0.00Other00
164EPI.renal_distal_tubule.ion_transport2.10Nonsignificant—0.00Other00
165EPI.salivary_duct_excretory.baseline2.08Nonsignificant0.64 [GCST90469808]1.12Other2357
166EPI.skin_interfollicular_spinous.early_differentiation2.07Nonsignificant0.06 [GCST90469808]1.96Other8919
167EPI.ileal_goblet.immature2.05Nonsignificant—0.00Other00
168EPI.renal_principal_cell.intercalated_like2.03Nonsignificant2.86e-03 [GCST90469808]2.01Other6366
169EPI.skin_sebaceous_duct_luminal.detox_repair2.03Nonsignificant0.19 [GCST90469808]1.82Other13794
170EPI.ileal_enterocyte_absorptive.brush_border1.99Nonsignificant3.11e-04 [GCST90469808]2.48Other5801,717
171EPI.salivary_duct_ion_transport.baseline1.98Nonsignificant——Other00
172IPSC.stromal_primed1.96Nonsignificant1.00 [GCST90469808]0.58Other00
173IPSC.neural_primed1.94Nonsignificant1.00 [GCST90469808]0.91Other00
174EPI.renal_distal_tubule.immune_modulatory1.93Nonsignificant—0.00Other00
175IPSC.mesenchymal_primed1.89Nonsignificant1.00 [GCST90469808]0.90Other00
176HPC.GMP_inflammatory1.84Nonsignificant0.72 [GCST90469808]0.98Other2010
177EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo1.84Nonsignificant—0.73Other00
178EPI.skin_sebaceous_duct_luminal.ECM_remodelling1.83Nonsignificant0.70 [GCST90469808]0.73Other29
179EPI.skin_interfollicular_spinous.stress_UPR1.83Nonsignificant—0.22Other00
180MAC.kupffer.monocyte_like1.81Nonsignificant—0.00Other00
181EPI.skin_interfollicular_spinous.stress_oxidative1.78Nonsignificant—0.20Other00
182IPSC.axial_identity_primed1.71Nonsignificant1.00 [GCST90469808]0.29Other00
183EPI.skin_interfollicular_spinous.baseline1.68Nonsignificant0.70 [GCST90469808]1.02Other353
184MESO.activated_migratory1.68Nonsignificant—1.52Other00
185EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro1.64Nonsignificant—0.00Other00
186HPC.LMPP1.63Nonsignificant0.72 [GCST90469808]0.98Other6531
187IPSC.proliferative1.62Nonsignificant1.00 [GCST90469808]0.18Other00
188FIB.suburothelial.urothelial_interface1.62Nonsignificant0.26 [GCST90469808]1.36Other98
189FIB.barrier_secretory.remodeling1.58Nonsignificant—0.64Other00
190MAC.resident_cardiac.antigen_presenting1.57Nonsignificant0.18 [GCST90469808]1.57Other5227
191DC.mig.baseline1.54Nonsignificant—0.00Other10
192EPI.skin_sweat_duct_keratinocyte.barrier1.52Nonsignificant—0.95Other00
193FIB.suburothelial.homeostasis_matrix1.52Nonsignificant0.12 [GCST90469808]1.85Other258921
194EPI.ileal_enterocyte_crypt.proliferative_G2M1.51Nonsignificant—0.00Other1954
195EPI.skin_interfollicular_spinous.inflammatory1.50Nonsignificant—0.00Other00
196DC.cDC2.lipid_metabolic1.48Nonsignificant—0.00Other00
197EPI.skin_sebaceous_duct_luminal.immune_interface1.47Nonsignificant—0.00Other00
198EPI.tracheal_suprabasal.secretory_immune1.45Nonsignificant—0.00Other00
199IPSC.stress1.41Nonsignificant1.00 [GCST90469808]0.17Other00
200MAC.kupffer.tolerogenic1.38Nonsignificant—0.00Other4549
201EPI.gastric_foveolar.baseline1.38Nonsignificant—0.00Other00
202EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate1.36Nonsignificant—1.44Other00
203EPI.ileal_enterocyte_crypt.bile_transport1.35Nonsignificant0.91 [GCST90469808]1.14Other20
204EPI.skin_sweat_duct_keratinocyte.proliferative_G2M1.33Nonsignificant—1.08Other00
205FIB.suburothelial.contractile_myofibroblast1.33Nonsignificant—0.00Other90
206IPSC.midbrain_primed1.27Nonsignificant1.00 [GCST90469808]0.24Other00
207EPI.ileal_enterocyte_crypt.proliferative_S1.26Nonsignificant0.91 [GCST90469808]0.92Other42
208EPI.ileal_enterocyte_crypt.secretory_precursor1.25Nonsignificant—0.61Other00
209EPI.skin_interfollicular_spinous.transition_basal1.16Nonsignificant1.00 [GCST90469808]0.00Other100127
210EPI.skin_interfollicular_spinous.upper_lipid1.12Nonsignificant—0.00Other66
211EPI.intrahepatic_cholangiocyte_defense.secretory_barrier1.12Nonsignificant—0.00Other00
212EPI.salivary_mucous_acinar.baseline1.11Nonsignificant——Other394683
213EPI.ileal_enterocyte_absorptive.villus_tip1.10Nonsignificant1.00 [GCST90469808]0.00Other43
214EPI.colonic_enteroendocrine.enterochromaffin_serotonin1.09Nonsignificant—0.00Other00
215MG.expanding1.09Nonsignificant0.03 [GCST90469808]1.65Other21
216HPC.CLP_B_primed1.06Nonsignificant—0.03Other00
217HPC.GMP_granulocytic1.05Nonsignificant—0.00Other33
218FIB.suburothelial.inflammatory_prostanoid1.02Nonsignificant—0.00Other00
219EPI.renal_principal_cell.injury_repair0.99Nonsignificant0.75 [GCST90469808]1.21Other269
220GRANU.MAST.resting_granule0.95Nonsignificant—0.42Other00
221EPI.bile_duct_cholangiocyte.inflammatory_APC0.93Nonsignificant—0.00Other20
222EC.liver_sinusoidal.inflammatory0.87Nonsignificant—0.10Other223154
223EPI.hepatic_ductular_cholangiocyte.ion_transport0.86Nonsignificant—0.58Other00
224EPI.hepatic_ductular_cholangiocyte.acute_phase_complement0.86Nonsignificant—0.62Other00
225GRANU.MAST.activated_repair0.84Nonsignificant—0.23Other01
226EPI.intrahepatic_cholangiocyte_transport.mucin_secretory0.81Nonsignificant—0.00Other00
227EPI.skin_keratinocyte_proliferating.anchor_remodel0.78Nonsignificant—0.00Other00
228FIB.barrier_secretory.homeostasis0.78Nonsignificant—0.00Other00
229EPI.ileal_enterocyte_crypt.baseline0.78Nonsignificant0.91 [GCST90469808]0.54Other116
230EPI.skin_hair_follicle_companion.gap_junction_contractile0.77Nonsignificant—0.97Other00
231EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal0.77Nonsignificant—0.67Other00
232EPI.lung_club_secretory.inflammatory0.71Nonsignificant—0.79Other00
233EPI.skin_sweat_duct_keratinocyte.repair0.66Nonsignificant—0.37Other00
234EPI.colonocyte.distal_absorptive0.65Nonsignificant—1.79Other00
235MAC.resident_cardiac.phagocytic_homeostasis0.65Nonsignificant0.20 [GCST90469808]1.28Other5641,221
236EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion0.64Nonsignificant—0.00Other53
237PERI.inflammatory0.63Nonsignificant2.91e-03 [GCST90469808]1.37Other4077
238EC.lymphatic.activated0.61Nonsignificant0.72 [GCST90469808]1.01Other4773
239EPI.renal_principal_cell.activated_acute0.58Nonsignificant0.99 [GCST90469808]0.30Other2959
240EC.lymphatic.valve0.58Nonsignificant—0.42Other00
241EPI.skin_hair_follicle_companion.activated_migratory0.58Nonsignificant—0.00Other00
242FIB.neurolectin_mucosa.inflammatory0.56Nonsignificant0.04 [GCST90469808]1.78Other52110
243EPI.ectocervical_granular.secretory_apocrine0.55Nonsignificant—0.00Other00
244EPI.hepatic_ductular_cholangiocyte.secretory_transport0.54Nonsignificant—0.00Other00
245EC.lymphatic.tip_migratory0.54Nonsignificant0.26 [GCST90469808]1.26Other2337
246EPI.colonocyte.ionocyte_BEST40.52Nonsignificant0.57 [GCST90469808]1.24Other103188
247EPI.skin_hair_follicle_companion.bulge_anchor_signaling0.52Nonsignificant—0.00Other00
248EPI.renal_principal_cell.inflammatory0.52Nonsignificant0.99 [GCST90469808]0.27Other74157
249EPI.lung_club_secretory.canonical_surfactant0.51Nonsignificant—0.37Other74104
250EPI.hepatic_ductular_cholangiocyte.barrier_chemokine0.51Nonsignificant—0.00Other69
251FIB.perivascular_interface.lipid_shuttle0.50Nonsignificant—0.30Other51170
252PERI.baseline0.49Nonsignificant0.08 [GCST90469808]1.23Other3966
253FIB.tracheal_subepithelial.baseline0.47Nonsignificant—0.00Other00
254B.age_associated.activated0.45Nonsignificant—0.35Other1822
255EPI.thymic_medullary.proliferative_APC0.45Nonsignificant—1.36Other00
256ASPC.inflammatory0.43Nonsignificant9.72e-03 [GCST90469808]1.61Other2161
257EPI.salivary_serous_acinar.seromucous_like0.43Nonsignificant—2.10Other00
258EPI.lung_club_secretory.ciliogenesis_axoneme0.43Nonsignificant—0.00Other00
259EPI.renal_principal_cell.canonical_vasopressin0.42Nonsignificant0.99 [GCST90469808]0.15Other20
260MAC.microglia_like.patrolling_adhesive0.42Nonsignificant—0.00Other00
261EPI.bile_duct_cholangiocyte.secretory_mucin0.41Nonsignificant—0.07Other712
262EPI.salivary_intercalated_defense.inflammatory0.41Nonsignificant0.02 [GCST90469808]1.31Other152360
263EPI.skin_sweat_duct_keratinocyte.signal_gate0.41Nonsignificant—0.00Other4326
264MESO.activated_stress0.40Nonsignificant—0.29Other00
265EPI.endocervical_secretory.secretory_translocon0.39Nonsignificant—0.00Other00
266ASPC.remodeling0.37Nonsignificant0.12 [GCST90469808]1.37Other106354
267FIB.neurolectin_mucosa.axon_responsive0.37Nonsignificant0.21 [GCST90469808]1.34Other1010
268FIB.perivascular_interface.vasomotor_tone0.36Nonsignificant—0.00Other00
269EPI.skin_hair_follicle_bulge.quiescent0.36Nonsignificant0.02 [GCST90469808]1.79Other5669
270EC.lymphatic.baseline0.36Nonsignificant0.72 [GCST90469808]0.97Other3872
271PLAT.adhesion0.36Nonsignificant—0.00Other00
272B.age_associated.migratory0.35Nonsignificant0.87 [GCST90469808]0.51Other22
273B.age_associated.naive_transitional0.34Nonsignificant—0.00Other00
274EPI.lung_multiciliated.stress0.33Nonsignificant—0.51Other67165
275EPI.tracheal_submucosal_gland.ductal_luminal0.33Nonsignificant—0.00Other00
276MG.phagocytic_APC0.32Nonsignificant0.94 [GCST90469808]0.81Other258
277EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling0.32Nonsignificant—0.00Other00
278ASPC.adipocyte_capillary_interface0.32Nonsignificant0.19 [GCST90469808]1.39Other2154
279SMC.activated0.32Nonsignificant0.45 [GCST90469808]1.10Other25
280PERI.angiocrine0.32Nonsignificant0.20 [GCST90469808]1.14Other93102
281EPI.colonic_tuft.activated0.31Nonsignificant—0.00Other00
282HPC.MEP0.31Nonsignificant1.00 [GCST90469808]0.13Other5991,195
283EPI.lung_multiciliated.baseline0.31Nonsignificant—0.00Other07
284EPI.colonic_tuft.homeostatic0.30Nonsignificant—0.00Other00
285FIB.perivascular_interface.vascular_BM_remodelling0.30Nonsignificant—0.00Other00
286MESO.secretory_structural0.29Nonsignificant—0.37Other00
287EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic0.29Nonsignificant—0.00Other00
288MAC.resident_cardiac.inflammatory_reparative0.29Nonsignificant0.96 [GCST90469808]0.34Other3196
289ASPC.stem_like_progenitor0.28Nonsignificant0.03 [GCST90469808]1.46Other300842
290GRANU.MAST.activated_acute0.27Nonsignificant—0.00Other00
291SMC.metabolic0.27Nonsignificant0.45 [GCST90469808]1.08Other1440
292EPI.skin_appendage_keratinocyte.transit_amplifying0.26Nonsignificant—0.33Other109358
293CHOND.pro_inflammatory0.26Nonsignificant0.03 [GCST90469808]1.17Other181351
294T.CD4_Th2.tissue_adapted0.26Nonsignificant—0.97Other00
295EC.capillary.activated0.25Nonsignificant0.34 [GCST90469808]1.42Other25
296MESO.baseline0.25Nonsignificant0.83 [GCST90469808]0.62Other06
297SKM.type_1_slow.oxidative0.24Nonsignificant1.09e-04 [GCST90469808]1.99Other802251
298FIB.skin_neurosecretory.baseline0.23Nonsignificant—0.00Other00
299EPI.skin_follicular_keratinizing.transit_amplifying0.22Nonsignificant—0.44Other2149
300ASPC.proliferative0.22Nonsignificant0.32 [GCST90469808]1.33Other3385
301FIB.reticular.immune_interface0.22Nonsignificant—0.00Other16
302CM.contractile_oxphos0.22Nonsignificant0.29 [GCST90469808]1.11Other619
303MG.baseline0.21Nonsignificant0.94 [GCST90469808]0.56Other165
304EPI.thymic_medullary.stress_APC0.21Nonsignificant0.55 [GCST90469808]0.98Other24
305PC.IgA_muocsal.baseline0.21Nonsignificant0.51 [GCST90469808]1.21Other35
306EC.venous.activated0.21Nonsignificant1.00 [GCST90469808]1.07Other247752
307FIB.reticular.stromal_niche0.21Nonsignificant0.27 [GCST90469808]1.24Other00
308FIB.reticular.stress_metallothionein0.20Nonsignificant—0.00Other332
309NEU.INH_LAMP5.rosehip0.20Nonsignificant—1.34Other00
310EPI.thymic_medullary.canonical_alarmin0.19Nonsignificant0.55 [GCST90469808]1.00Other817
311EC.venous.adipose_lipid0.19Nonsignificant1.00 [GCST90469808]1.11Other254476
312FIB.skin_tenogenic.baseline0.19Nonsignificant—0.00Other02
313PC.IgG_systemic.secretory0.19Nonsignificant0.02 [GCST90469808]1.47Other00
314FIB.skin_sheath.neuro_vascular_interface0.19Nonsignificant—1.03Other00
315THYMO.proliferative_G2M0.18Nonsignificant—0.64Other164413
316EC.venous.baseline0.18Nonsignificant1.00 [GCST90469808]1.00Other346807
317FIB.interstitial.lipid_matrix0.17Nonsignificant1.33e-03 [GCST90469808]1.43Other258191
318FIB.neurolectin_mucosa.nerve_interface0.17Nonsignificant—0.00Other40
319FIB.neurolectin_mucosa.remodeling_repair0.17Nonsignificant—0.00Other42
320PC.IgA_muocsal.activated0.16Nonsignificant0.86 [GCST90469808]0.92Other178
321EPI.salivary_serous_acinar.quiescent0.16Nonsignificant0.16 [GCST90469808]1.16Other178493
322EPI.hepatic_ductular_cholangiocyte.polarity0.16Nonsignificant—0.00Other00
323PC.IgA_muocsal.migratory0.15Nonsignificant0.86 [GCST90469808]0.87Other41
324MUSC.quiescent_reservoir0.15Nonsignificant0.73 [GCST90469808]1.33Other28
325EPI.skin_appendage_keratinocyte.ductal_barrier_detox0.15Nonsignificant0.94 [GCST90469808]0.54Other3334
326EPI.skin_hair_follicle_bulge.anagen_growth0.15Nonsignificant—0.00Other00
327MUSC.early_activation0.15Nonsignificant0.74 [GCST90469808]0.96Other432
328EPI.tracheal_submucosal_gland.acinar_serous0.14Nonsignificant—0.00Other00
329OLG.reactive_repair0.14Nonsignificant0.02 [GCST90469808]1.15Other385385
330SKM.type_1_slow.contractile0.14Nonsignificant1.00 [GCST90469808]0.76Other5968
331NEU.INH_LAMP5.glial_interface0.13Nonsignificant—0.27Other00
332NEU.INH_LAMP5.projecting0.13Nonsignificant—0.26Other00
333THYMO.SP_CD8_transitional0.13Nonsignificant0.01 [GCST90469808]1.66Other3275
334EPI.skin_appendage_keratinocyte.ductal_immune_interacting0.13Nonsignificant0.94 [GCST90469808]0.37Other716
335ASPC.secretory0.13Nonsignificant0.50 [GCST90469808]1.06Other765
336EPI.skin_sweat_duct_keratinocyte.proliferative_S0.13Nonsignificant—0.00Other00
337PC.IgA_muocsal.plasmablast0.12Nonsignificant0.86 [GCST90469808]0.73Other54
338SMC.contractile0.12Nonsignificant0.99 [GCST90469808]0.62Other80588
339T.CD4_Treg.tissue_effector0.11Nonsignificant0.05 [GCST90469808]1.16Other1613
340ASPC.preadipocyte_lipid_primed0.11Nonsignificant1.00 [GCST90469808]0.86Other331129
341MEL.neurotrophic_migratory0.11Nonsignificant—1.50Other00
342T.CD8_Tcm.NK_like0.11Nonsignificant3.33e-08 [GCST90469808]1.19Other334581
343EC.venous.quiescent_homeostatic0.11Nonsignificant1.00 [GCST90469808]0.87Other456360
344MEL.dedifferentiated_migratory0.10Nonsignificant—0.84Other00
345EPI.alveolar_type_1.baseline0.10Nonsignificant0.10 [GCST90469808]1.70Other80
346NEU.EXC_CT.remodeling0.10Nonsignificant—0.67Other231
347EC.capillary.stress0.10Nonsignificant0.58 [GCST90469808]1.18Other4436
348MUSC.baseline0.09Nonsignificant0.74 [GCST90469808]0.97Other00
349B.germinal_center.LZ_survival0.09Nonsignificant—1.47Other00
350FIB.interstitial.mesenchymal_regulator0.09Nonsignificant1.00 [GCST90469808]1.03Other44
351EPI.skin_hair_follicle_bulge.niche_crosstalk0.09Nonsignificant—0.00Other2988
352EPI.pancreatic_acinar.inflammatory_regenerative0.09Nonsignificant0.37 [GCST90469808]1.21Other25113
353B.germinal_center.LZ_selection0.09Nonsignificant—0.58Other00
354FIB.skin_sheath.ECM_immune0.08Nonsignificant—6.94e-17Other00
355EPI.thymic_medullary.hormone_xeno_barrier0.08Nonsignificant—0.00Other08
356EPI.skin_follicular_keratinizing.root_infundibulum0.08Nonsignificant—0.13Other00
357IPSC.endoderm_primed0.08Nonsignificant1.00 [GCST90469808]8.80e-03Other00
358FIB.barrier_purinergic.stress_GF_binding0.08Nonsignificant—0.97Other00
359EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic0.08Nonsignificant—0.46Other00
360THYMO.SP_CD4_naive0.08Nonsignificant0.38 [GCST90469808]1.24Other6575
361EC.capillary.inflammatory0.08Nonsignificant0.58 [GCST90469808]1.13Other2751
362THYMO.proliferative_S0.08Nonsignificant0.35 [GCST90469808]1.29Other163418
363FIB.skin_papillary.baseline0.08Nonsignificant—0.00Other00
364ASPC.activated0.08Nonsignificant1.00 [GCST90469808]0.62Other164162
365FIB.interstitial.immune_interact0.07Nonsignificant1.00 [GCST90469808]0.90Other121
366PERI.cardiac_skeletal0.07Nonsignificant1.00 [GCST90469808]0.23Other313630
367EC.liver_sinusoidal.prostanoid0.07Nonsignificant—0.76Other1164
368FIB.barrier_purinergic.lipid_secretory0.07Nonsignificant—0.00Other00
369EPI.renal_distal_tubule.ciliated_remodelling0.07Nonsignificant—0.00Other00
370MUSC.activated_migratory0.07Nonsignificant0.93 [GCST90469808]0.46Other67
371FIB.skin_sheath.stress_chaperone0.07Nonsignificant—0.00Other00
372SKM.type_2_fast.glycolytic_IIx_IIb0.07Nonsignificant3.60e-04 [GCST90469808]1.33Other5651,482
373EPI.pancreatic_islet.beta0.07Nonsignificant0.99 [GCST90469808]0.26Other4257
374EC.liver_sinusoidal.secretory_lipoprotein0.06Nonsignificant0.70 [GCST90469808]1.07Other12070
375EPI.skin_follicular_keratinizing.upper_infundibulum0.06Nonsignificant—0.00Other82
376NK.cytokine_lung_immediate_early0.06Nonsignificant0.99 [GCST90469808]1.11Other424274
377ASPC.baseline0.06Nonsignificant1.00 [GCST90469808]0.48Other363170
378EC.capillary.postcap_venule0.06Nonsignificant0.83 [GCST90469808]1.02Other355261
379FIB.lung_alveolar.stress_interacting0.06Nonsignificant—0.97Other00
380FIB.reticular.ECM_builder0.06Nonsignificant—0.00Other00
381THYMO.DP_early_stress0.06Nonsignificant—0.78Other00
382NEU.INH_LAMP5.exc_inh_balance0.05Nonsignificant—0.00Other462
383FIB.interstitial.mesenchymal_APC0.05Nonsignificant1.00 [GCST90469808]0.77Other8133
384SKM.type_1_slow.glycolytic0.05Nonsignificant1.00 [GCST90469808]0.00Other362647
385FIB.interstitial.stress_secretory0.05Nonsignificant1.00 [GCST90469808]0.71Other9256
386EPI.pancreatic_ductal_progenitor.baseline0.05Nonsignificant0.06 [GCST90469808]1.51Other179702
387MESO.antiviral0.05Nonsignificant—0.00Other38
388PC.IgG_systemic.stress0.05Nonsignificant—0.17Other15
389EPI.lung_club_secretory.ciliogenesis_primed0.05Nonsignificant—0.00Other00
390NEU.EXC_CT.projector0.05Nonsignificant0.60 [GCST90469808]0.98Other8726
391ASPC.niche_keeping_progenitor0.05Nonsignificant0.16 [GCST90469808]1.28Other52219
392T.CD8_Trm.dendritic_recruiter0.05Nonsignificant0.70 [GCST90469808]1.11Other4785
393EPI.hepatic_ductular_cholangiocyte.stress0.05Nonsignificant—0.00Other00
394EPI.salivary_intercalated_defense.basal_EMT0.05Nonsignificant—0.41Other00
395THYMO.DN_preTCR0.05Nonsignificant0.57 [GCST90469808]1.11Other4171
396THYMO.DP_early0.04Nonsignificant0.62 [GCST90469808]1.00Other326313
397EC.capillary.baseline0.04Nonsignificant0.96 [GCST90469808]0.86Other246560
398EPI.colonocyte.secretory_boost0.04Nonsignificant1.00 [GCST90469808]1.07Other9891
399NEU.INH_VIP.enkephalinergic0.04Nonsignificant—1.68Other00
400EC.capillary.migratory0.04Nonsignificant0.83 [GCST90469808]1.00Other181509
401B.memory.activated0.04Nonsignificant0.04 [GCST90469808]1.20Other10529
402EC.capillary.angiogenic_tip0.04Nonsignificant0.96 [GCST90469808]0.80Other186218
403T.gamma_delta.early_effector0.04Nonsignificant0.38 [GCST90469808]1.05Other890
404B.germinal_center.LZ_memory_precursor0.03Nonsignificant—0.00Other00
405THYMO.SP_CD8_naive_stress0.03Nonsignificant0.62 [GCST90469808]1.00Other11
406PC.IgG_systemic.interacting0.03Nonsignificant1.00 [GCST90469808]0.50Other00
407EC.arterial.mito_contact0.03Nonsignificant0.42 [GCST90469808]1.15Other145
408ILC2.quiescent0.03Nonsignificant—0.35Other00
409FIB.transitioning.matrix_stress0.03Nonsignificant—0.08Other47138
410T.gamma_delta.cytotoxic_effector0.03Nonsignificant0.38 [GCST90469808]1.04Other349109
411T.CD4_Th2.precursor0.03Nonsignificant—0.00Other00
412EPI.lung_multiciliated.mature_motile_cilia0.03Nonsignificant—0.00Other00
413EC.arterial.inflammatory0.03Nonsignificant0.73 [GCST90469808]1.07Other6350
414FIB.interstitial.remodeling0.03Nonsignificant1.00 [GCST90469808]0.31Other319
415FIB.hepatic_stellate_cell.fibrogenic0.03Nonsignificant—0.73Other00
416ADIPO.thermogenic0.03Nonsignificant—1.28Other00
417CHOND.angiogenic0.03Nonsignificant—0.87Other00
418EC.arterial.metabolic0.03Nonsignificant0.10 [GCST90469808]1.17Other195159
419EC.liver_sinusoidal.stress0.02Nonsignificant—0.00Other413158
420EPI.alveolar_type_1.activated0.02Nonsignificant—0.00Other00
421T.CD4_Tfh.suppression_exhaustion0.02Nonsignificant0.87 [GCST90469808]1.03Other02
422B.naive.baseline0.02Nonsignificant0.83 [GCST90469808]1.13Other1013
423EC.capillary.angiocrine0.02Nonsignificant0.96 [GCST90469808]0.74Other250630
424NK.immature_bridge0.02Nonsignificant0.99 [GCST90469808]1.03Other117122
425NEU.INH_VIP.LAMP5_hybrid0.02Nonsignificant—1.60Other19
426EC.arterial.homeostatic0.02Nonsignificant0.87 [GCST90469808]1.02Other243
427CHOND.activated_fibro_like0.02Nonsignificant1.00 [GCST90469808]0.84Other531188
428ILC2.migratory0.02Nonsignificant—0.23Other00
429T.CD4_transitional.primed_helper_effector0.02Nonsignificant0.55 [GCST90469808]1.05Other1943
430EC.venous.remodeling_stalk0.02Nonsignificant1.00 [GCST90469808]0.23Other559566
431EPI.pancreatic_ductal_progenitor.ADM_like0.02Nonsignificant—0.00Other00
432EC.lymphatic.scavenger0.02Nonsignificant1.00 [GCST90469808]0.52Other203257
433EPI.pancreatic_ductal_progenitor.ciliated_transport0.02Nonsignificant—0.00Other105368
434B.germinal_center.DZ_M_phase0.02Nonsignificant—0.00Other00
435EC.liver_sinusoidal.hypoxia_metabolic0.01Nonsignificant0.98 [GCST90469808]0.55Other183107
436T.CD4_transitional.APC_interacting0.01Nonsignificant0.25 [GCST90469808]1.16Other1014
437T.CD8_Trm.inflammatory0.01Nonsignificant0.70 [GCST90469808]1.06Other124176
438T.CD8_naive.nfkb_related0.01Nonsignificant0.74 [GCST90469808]1.21Other10
439B.naive.activated0.01Nonsignificant0.83 [GCST90469808]1.09Other77127
440FIB.hepatic_stellate_cell.contractile0.01Nonsignificant—0.00Other00
441EC.arterial.arteriole_gas_exchange0.01Nonsignificant0.90 [GCST90469808]0.92Other238131
442T.CD4_Tfh.effector_migratory0.01Nonsignificant0.87 [GCST90469808]1.10Other12257
443T.CD8_Trm.homeostatic0.01Nonsignificant0.75 [GCST90469808]1.02Other425
444T.CD4_Trm.helper_like0.01Nonsignificant0.78 [GCST90469808]1.09Other84147
445EC.arterial.elastic0.01Nonsignificant0.90 [GCST90469808]0.87Other2245
446SKM.type_2_fast.oxidative_IIa0.01Nonsignificant1.00 [GCST90469808]0.17Other94656
447EC.venous.cardiac_structural0.01Nonsignificant1.00 [GCST90469808]0.66Other102229
448B.germinal_center.DZ_S_phase0.01Nonsignificant—0.00Other00
449THYMO.SP_CD8_naive9.73e-03Nonsignificant1.00 [GCST90469808]0.07Other297177
450B.naive.restrained9.33e-03Nonsignificant0.83 [GCST90469808]1.04Other183353
451OLG.stress9.30e-03Nonsignificant1.00 [GCST90469808]0.93Other2328
452B.naive.purinergic8.99e-03Nonsignificant0.83 [GCST90469808]1.03Other384820
453T.CD8_naive.splicing_enriched8.48e-03Nonsignificant0.79 [GCST90469808]1.08Other12016
454FIB.hepatic_stellate_cell.inflammatory8.43e-03Nonsignificant—0.00Other00
455EC.arterial.arteriole_interface8.06e-03Nonsignificant0.90 [GCST90469808]0.94Other3112
456EC.heart_remodeling.perivascular8.05e-03Nonsignificant0.25 [GCST90469808]1.16Other124408
457SCHWN.translation_boost8.04e-03Nonsignificant—0.49Other81
458OLG.vesicle_trafficking7.17e-03Nonsignificant1.00 [GCST90469808]0.95Other12410
459B.naive.proteostasis6.48e-03Nonsignificant0.92 [GCST90469808]1.00Other4969
460B.naive.remodeling6.42e-03Nonsignificant0.92 [GCST90469808]0.99Other135230
461NEU.EXC_CT.Ca2_signaling5.89e-03Nonsignificant—0.00Other6817
462FIB.lung_alveolar.mito_secretory5.88e-03Nonsignificant—0.00Other00
463EC.arterial.ion_pump5.87e-03Nonsignificant0.87 [GCST90469808]1.01Other32
464B.memory.pDC_imprint5.85e-03Nonsignificant0.74 [GCST90469808]1.05Other157103
465T.CD8_Trm.muscosal_Tc175.36e-03Nonsignificant1.00 [GCST90469808]0.89Other1938
466T.CD4_Trm.baseline5.30e-03Nonsignificant0.78 [GCST90469808]1.02Other3121
467T.CD4_transitional.baseline5.30e-03Nonsignificant0.06 [GCST90469808]1.11Other5997
468B.memory.migratory4.93e-03Nonsignificant0.79 [GCST90469808]0.97Other123208
469THYMO.CD8aa_IELp4.71e-03Nonsignificant—0.00Other17
470B.naive.metabolic4.50e-03Nonsignificant0.96 [GCST90469808]0.91Other5079
471PC.IgG_systemic.metabolic4.49e-03Nonsignificant1.00 [GCST90469808]0.00Other4663
472T.CD8_transitional.effector_primed4.47e-03Nonsignificant0.31 [GCST90469808]1.03Other435151
473T.CD8_transitional.stress4.45e-03Nonsignificant—1.06Other2434
474EPI.salivary_intercalated_defense.canonical_antimicrobial4.37e-03Nonsignificant1.00 [GCST90469808]0.09Other1122
475T.CD4_naive.activated_stress4.27e-03Nonsignificant0.83 [GCST90469808]1.10Other339429
476NEU.EXC_SYT2.synaptic4.13e-03Nonsignificant—0.48Other00
477B.memory.preactivated4.11e-03Nonsignificant0.74 [GCST90469808]1.06Other173174
478T.CD4_Th17.cytotoxic3.93e-03Nonsignificant0.46 [GCST90469808]1.08Other332123
479T.CD4_naive.Treg_like3.89e-03Nonsignificant0.48 [GCST90469808]1.19Other12172
480OLG.myelinating_stress3.74e-03Nonsignificant1.00 [GCST90469808]0.89Other23262
481T.CD4_Trm.cytotoxic_effector3.73e-03Nonsignificant0.78 [GCST90469808]1.03Other11877
482T.CD4_Th17.migratory3.72e-03Nonsignificant0.46 [GCST90469808]1.06Other1323
483OLG.myelinating_mature3.68e-03Nonsignificant1.00 [GCST90469808]0.87Other36394
484EC.heart_remodeling.remodeling_stalk3.54e-03Nonsignificant0.42 [GCST90469808]1.14Other33111
485EPI.colonocyte.proximal_transport3.26e-03Nonsignificant1.00 [GCST90469808]0.81Other2412
486EPI.pancreatic_ductal_perivascular.protective_antioxidant3.02e-03Nonsignificant—0.26Other1169
487B.memory.baseline2.96e-03Nonsignificant1.00 [GCST90469808]0.71Other47299
488NEU.EXC_IT.structural2.90e-03Nonsignificant0.04 [GCST90469808]1.17Other17141
489T.CD4_transitional.tissue_enagement2.82e-03Nonsignificant0.55 [GCST90469808]1.06Other511
490T.CD4_naive.homeostatic2.78e-03Nonsignificant0.48 [GCST90469808]1.03Other215108
491T.CD4_Tcm.migratory_cilium2.69e-03Nonsignificant0.83 [GCST90469808]1.08Other510
492ILC2.activated2.68e-03Nonsignificant—0.00Other00
493T.CD4_Tfh.canonical_GC_helper2.58e-03Nonsignificant0.88 [GCST90469808]0.85Other12
494T.CD4_naive.mature2.42e-03Nonsignificant0.48 [GCST90469808]1.02Other211100
495EPI.pancreatic_ductal_perivascular.baseline2.42e-03Nonsignificant0.72 [GCST90469808]0.82Other15
496B.naive.receptor_recycle2.41e-03Nonsignificant0.96 [GCST90469808]0.80Other510
497NK.cytokine_tissue_resident2.35e-03Nonsignificant0.99 [GCST90469808]1.08Other7482
498FIB.adventitial.activated_remodelling2.35e-03Nonsignificant—1.29Other141319
499T.CD8_transitional.APC_like2.29e-03Nonsignificant0.79 [GCST90469808]0.99Other20562
500T.CD4_transitional.primed_cytotoxic2.17e-03Nonsignificant0.68 [GCST90469808]0.98Other2830
501T.CD8_naive.effector_transition2.16e-03Nonsignificant0.79 [GCST90469808]1.09Other3562
502FIB.adventitial.adhesion_lipid2.10e-03Nonsignificant0.73 [GCST90469808]1.07Other58209
503T.CD4_Trm.central_like2.10e-03Nonsignificant0.78 [GCST90469808]1.05Other3831
504T.CD8_naive.lipid_synthesis1.99e-03Nonsignificant0.97 [GCST90469808]0.95Other64
505MEL.secretory_quiescent1.85e-03Nonsignificant0.99 [GCST90469808]0.78Other1913
506B.naive.antigen_presenting_ready1.84e-03Nonsignificant0.96 [GCST90469808]0.74Other4873
507OLG.regulatory1.58e-03Nonsignificant1.00 [GCST90469808]0.71Other35373
508EPI.colonocyte.goblet_interface1.52e-03Nonsignificant—0.34Other1121
509T.CD4_Treg.central_naive_like1.52e-03Nonsignificant0.79 [GCST90469808]1.02Other33345
510T.CD4_Tem.inflammatory1.51e-03Nonsignificant0.59 [GCST90469808]1.04Other286
511T.CD4_naive.resist_bystander1.45e-03Nonsignificant0.83 [GCST90469808]1.02Other4025
512FIB.transitioning.ISG_primed_interface1.35e-03Nonsignificant—0.00Other1780
513T.CD8_transitional.Trm_primed1.35e-03Nonsignificant0.79 [GCST90469808]0.97Other10815
514EPI.pancreatic_islet.delta1.28e-03Nonsignificant—0.00Other00
515OLG.regulatory_activated1.27e-03Nonsignificant1.00 [GCST90469808]0.83Other196614
516T.CD4_Trm.activated1.24e-03Nonsignificant0.83 [GCST90469808]0.98Other3226
517T.CD8_naive.baseline1.15e-03Nonsignificant0.97 [GCST90469808]0.88Other1422
518T.CD4_Tem.cytotoxic_effector1.14e-03Nonsignificant0.30 [GCST90469808]1.07Other225398
519NK.adaptive_immature_precursor1.14e-03Nonsignificant0.99 [GCST90469808]0.98Other358111
520T.CD8_transitional.early1.13e-03Nonsignificant0.31 [GCST90469808]1.03Other32755
521T.CD4_Treg.APC_interactive1.12e-03Nonsignificant0.97 [GCST90469808]0.82Other11828
522FIB.transitioning.secretory_procollagen9.77e-04Nonsignificant—5.55e-17Other00
523FIB.transitioning.motility_remodelling9.40e-04Nonsignificant—0.14Other00
524ASTRO.hypoxia_angiogenic9.07e-04Nonsignificant0.25 [GCST90469808]1.24Other518
525CHOND.remodeling8.52e-04Nonsignificant—0.00Other50
526T.CD8_Tem.baseline8.25e-04Nonsignificant0.23 [GCST90469808]1.04Other458356
527EPI.colonocyte.junction_remodeling8.21e-04Nonsignificant1.00 [GCST90469808]0.80Other218305
528ASPC.mesothelial_like8.05e-04Nonsignificant1.00 [GCST90469808]0.07Other143486
529EC.arterial.angiogenic_tip8.04e-04Nonsignificant—0.00Other3037
530T.CD8_naive.mito_proteostasis7.80e-04Nonsignificant0.97 [GCST90469808]1.05Other428100
531T.CD8_naive.vesicle_secretory7.36e-04Nonsignificant0.97 [GCST90469808]0.97Other420
532T.CD4_naive.survival_mitoprot7.11e-04Nonsignificant0.83 [GCST90469808]1.01Other137
533FIB.adventitial.PI16_matrix6.95e-04Nonsignificant0.73 [GCST90469808]1.04Other7090
534T.CD4_Tem.long_term_memory6.87e-04Nonsignificant0.62 [GCST90469808]1.01Other314587
535T.CD4_naive.neddylation_mitoprot6.61e-04Nonsignificant0.83 [GCST90469808]1.02Other9356
536T.CD4_naive.gut_prone6.51e-04Nonsignificant0.83 [GCST90469808]1.05Other3570
537T.CD4_Tcm.DC_interact6.17e-04Nonsignificant0.43 [GCST90469808]1.07Other7232
538NEU.INH_VIP.develop_niche5.95e-04Nonsignificant—0.95Other00
539EC.heart_remodeling.activated_acute5.84e-04Nonsignificant0.66 [GCST90469808]1.14Other102186
540MEL.stress_glucocorticoid5.69e-04Nonsignificant0.99 [GCST90469808]0.67Other1134
541NK.cytokine_tissue_activation5.41e-04Nonsignificant0.99 [GCST90469808]1.02Other267450
542NK.cytokine_quiescent5.37e-04Nonsignificant0.99 [GCST90469808]1.04Other6231,062
543FIB.adventitial.inflammatory_activated5.37e-04Nonsignificant0.73 [GCST90469808]1.03Other100473
544SCHWN.reactive_inflammatory5.36e-04Nonsignificant—0.57Other00
545T.CD8_naive.cytokine_dampened5.12e-04Nonsignificant0.97 [GCST90469808]0.79Other714
546T.CD8_Trm.cytotoxic5.04e-04Nonsignificant1.00 [GCST90469808]0.55Other16585
547MEL.mature_oxidative_traffic4.92e-04Nonsignificant0.99 [GCST90469808]0.34Other247285
548ADIPO.hypoxia_remodelling4.82e-04Nonsignificant—0.10Other29105
549NEU.INH_VIP.cannabinoid4.76e-04Nonsignificant—0.85Other00
550T.CD4_naive.neddylation4.71e-04Nonsignificant0.83 [GCST90469808]1.00Other104222
551EPI.pancreatic_acinar.stress4.70e-04Nonsignificant1.00 [GCST90469808]1.08Other2828
552EPI.salivary_myoepithelial.junctional_transport4.67e-04Nonsignificant0.49 [GCST90469808]1.22Other66121
553T.CD8_naive.innate_like4.17e-04Nonsignificant0.97 [GCST90469808]0.75Other101
554T.CD4_Tcm.imprinted_splicing4.12e-04Nonsignificant0.86 [GCST90469808]1.04Other617
555EPI.pancreatic_ductal_bicarbonate.barrier_mucin4.03e-04Nonsignificant0.74 [GCST90469808]1.12Other219533
556T.CD4_Th17.baseline3.99e-04Nonsignificant0.86 [GCST90469808]0.92Other515
557T.CD4_Tfh.precursor_migratory3.87e-04Nonsignificant0.88 [GCST90469808]0.96Other7227
558EC.heart_remodeling.remodeling_secretory3.76e-04Nonsignificant1.00 [GCST90469808]0.78Other6051,341
559EC.heart_remodeling.capillary_metabolic3.74e-04Nonsignificant0.90 [GCST90469808]0.98Other54414
560T.CD8_Tcm.effector_bias3.54e-04Nonsignificant0.99 [GCST90469808]0.93Other199329
561NEU.INH_PVALB.chandelier3.31e-04Nonsignificant0.33 [GCST90469808]1.17Other1916
562CM.baseline3.30e-04Nonsignificant1.00 [GCST90469808]0.97Other3930
563T.CD4_Tcm.baseline3.20e-04Nonsignificant0.83 [GCST90469808]1.05Other6131
564T.gamma_delta.central_memory3.19e-04Nonsignificant0.98 [GCST90469808]0.82Other460919
565T.CD4_naive.survival_neddylation3.15e-04Nonsignificant0.83 [GCST90469808]1.02Other2638
566NK.cytokine_biosynthetic_primed2.95e-04Nonsignificant0.99 [GCST90469808]1.03Other36021
567EPI.colonocyte.crypt_progenitor2.87e-04Nonsignificant1.00 [GCST90469808]0.50Other115265
568EC.heart_remodeling.translation_boost2.76e-04Nonsignificant—0.00Other00
569EPI.pancreatic_ductal_bicarbonate.baseline2.54e-04Nonsignificant0.74 [GCST90469808]1.06Other1142
570T.CD4_Tcm.tissue_homing2.54e-04Nonsignificant0.86 [GCST90469808]1.02Other7846
571NK.cytokine_repair_primed2.41e-04Nonsignificant0.99 [GCST90469808]1.06Other26611
572T.MAIT.early_activation2.20e-04Nonsignificant0.19 [GCST90469808]1.18Other574
573T.CD4_naive.mature_mitoprot2.11e-04Nonsignificant1.00 [GCST90469808]0.95Other212476
574T.CD4_Tcm.stress2.11e-04Nonsignificant0.86 [GCST90469808]1.05Other511
575T.CD8_Tem.early_helper_like2.05e-04Nonsignificant0.90 [GCST90469808]1.01Other445755
576SCHWN.axon_contact_cardiac1.88e-04Nonsignificant0.73 [GCST90469808]0.85Other1863
577NK.cytokine_axis_baseline1.86e-04Nonsignificant0.99 [GCST90469808]0.96Other1,172116
578CHOND.articular_collagen1.83e-04Nonsignificant1.00 [GCST90469808]0.16Other551266
579NK.adaptive_classII_inhibitory1.74e-04Nonsignificant0.99 [GCST90469808]1.01Other880154
580EC.heart_remodeling.angiocrine1.68e-04Nonsignificant1.00 [GCST90469808]0.61Other182525
581T.CD4_Tcm.crosstalk_myeloid1.62e-04Nonsignificant0.86 [GCST90469808]1.04Other54
582NEU.INH_PVALB.metabotropic1.49e-04Nonsignificant—0.69Other00
583T.MAIT.migratory1.49e-04Nonsignificant0.73 [GCST90469808]1.12Other101
584NK.adaptive_HLAE_tuned1.35e-04Nonsignificant0.99 [GCST90469808]0.94Other1,124189
585T.CD4_Tcm.effector_like1.31e-04Nonsignificant0.95 [GCST90469808]1.00Other293533
586T.CD4_Tcm.regulatory_poised1.23e-04Nonsignificant0.86 [GCST90469808]1.05Other23
587CM.inflammatory1.19e-04Nonsignificant—1.57Other00
588EPI.pancreatic_ductal_bicarbonate.junctional_remodel1.18e-04Nonsignificant—0.38Other49237
589T.CD8_Tem.TEMRA1.10e-04Nonsignificant0.90 [GCST90469808]1.00Other9201,088
590NEU.EXC_IT.transitional1.04e-04Nonsignificant0.68 [GCST90469808]1.12Other237142
591T.CD4_Trm.stress_adaptive1.01e-04Nonsignificant0.97 [GCST90469808]0.82Other822
592OPC.homeostatic9.21e-05Nonsignificant0.07 [GCST90469808]1.25Other394160
593EC.liver_sinusoidal.remodeling_lipotoxicity8.84e-05Nonsignificant—0.00Other9058
594T.CD4_naive.survival8.14e-05Nonsignificant0.96 [GCST90469808]0.98Other1217
595T.CD4_Tem.transitional_CM7.62e-05Nonsignificant0.62 [GCST90469808]1.00Other3120
596NEU.INH_VIP.regulatory_remodeling7.23e-05Nonsignificant—0.34Other61
597T.CD8_Tcm.baseline7.20e-05Nonsignificant0.99 [GCST90469808]0.84Other9089
598T.CD8_Tem.signaling_turnover6.86e-05Nonsignificant0.90 [GCST90469808]1.04Other425683
599T.MAIT.MAPK_brake6.77e-05Nonsignificant0.73 [GCST90469808]1.09Other4466
600EPI.salivary_serous_acinar.secretory_active5.89e-05Nonsignificant1.00 [GCST90469808]0.19Other24269
601ASTRO.A1_reactive4.99e-05Nonsignificant1.00 [GCST90469808]1.02Other433394
602T.CD4_naive.proteostasis4.91e-05Nonsignificant1.00 [GCST90469808]0.91Other149
603T.CD4_Tcm.Th2_like4.20e-05Nonsignificant0.86 [GCST90469808]1.07Other2355
604T.MAIT.quiescent4.09e-05Nonsignificant0.73 [GCST90469808]1.06Other1005
605NEU.EXC_IT.callosal3.93e-05Nonsignificant0.75 [GCST90469808]1.01Other286119
606EPI.salivary_myoepithelial.activated3.86e-05Nonsignificant0.52 [GCST90469808]1.12Other85281
607ASPC.signal_integrator3.63e-05Nonsignificant—0.00Other00
608CM.oxidative_phospho3.46e-05Nonsignificant1.00 [GCST90469808]1.00Other266792
609ASTRO.stress_acute3.41e-05Nonsignificant1.00 [GCST90469808]1.07Other6056
610EPI.pancreatic_ductal_bicarbonate.stress3.26e-05Nonsignificant—0.00Other1233
611OPC.proliferative_immune_interact3.23e-05Nonsignificant0.86 [GCST90469808]0.97Other180373
612NK.adaptive_terminal_cytotoxic3.13e-05Nonsignificant0.99 [GCST90469808]0.86Other485802
613T.CD4_Trm.metal_stress2.84e-05Nonsignificant0.97 [GCST90469808]0.64Other3458
614NEU.EXC_IT.neuromodulated2.63e-05Nonsignificant0.75 [GCST90469808]1.07Other176116
615T.CD4_Treg.Tr1_like2.46e-05Nonsignificant—0.06Other88
616NK.adaptive_axis_baseline2.36e-05Nonsignificant0.99 [GCST90469808]0.93Other1,008153
617T.CD4_Tcm.Tfh_like2.35e-05Nonsignificant0.95 [GCST90469808]0.95Other102214
618EPI.salivary_myoepithelial.contractile_repair2.31e-05Nonsignificant—0.23Other39
619NK.cytokine_vascular_patrolling2.27e-05Nonsignificant0.99 [GCST90469808]0.87Other86394
620CM.sarcomere_actin_interface2.25e-05Nonsignificant1.00 [GCST90469808]0.96Other45078
621NEU.EXC_CT.Ca2_sensor2.09e-05Nonsignificant—0.00Other00
622EPI.salivary_myoepithelial.baseline1.72e-05Nonsignificant0.70 [GCST90469808]0.92Other42141
623OPC.premyelinating1.67e-05Nonsignificant0.92 [GCST90469808]0.70Other18512
624NEU.INH_VIP.serotonergic7.18e-06Nonsignificant—0.00Other92
625NEU.INH_PVALB.fastspike7.17e-06Nonsignificant—0.00Other2422
626ASTRO.synaptic_interaction6.12e-06Nonsignificant1.00 [GCST90469808]0.99Other76334
627CM.mechano_activated5.87e-06Nonsignificant1.00 [GCST90469808]1.01Other205134
628EPI.pancreatic_ductal_bicarbonate.inflammatory5.68e-06Nonsignificant0.95 [GCST90469808]0.95Other1432
629EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump5.42e-06Nonsignificant0.95 [GCST90469808]0.71Other40191
630T.CD8_Tem.stress_adapted5.34e-06Nonsignificant0.98 [GCST90469808]0.94Other607520
631T.MAIT.vesicle5.27e-06Nonsignificant0.85 [GCST90469808]0.80Other3765
632ADIPO.immature4.49e-06Nonsignificant—0.00Other2440
633NEU.EXC_SYT2.nuclear_reg4.49e-06Nonsignificant—0.00Other00
634NEU.INH_VIP.matrix4.28e-06Nonsignificant—0.33Other2477
635EPI.pancreatic_ductal_bicarbonate.activated3.97e-06Nonsignificant0.95 [GCST90469808]0.59Other107
636T.CD8_Tcm.gut_homing3.56e-06Nonsignificant0.99 [GCST90469808]0.69Other380112
637T.CD8_Tcm.helper_like3.55e-06Nonsignificant0.99 [GCST90469808]0.67Other81159
638CM.mito_proteostasis3.41e-06Nonsignificant1.00 [GCST90469808]0.98Other32929
639ASTRO.A2_reactive3.17e-06Nonsignificant1.00 [GCST90469808]1.04Other1037
640NEU.EXC_IT.guidance2.75e-06Nonsignificant0.96 [GCST90469808]0.75Other27463
641T.CD4_naive.proteostasis_mitoprot2.65e-06Nonsignificant1.00 [GCST90469808]0.70Other1537
642EPI.pancreatic_acinar.baseline1.94e-06Nonsignificant1.00 [GCST90469808]0.80Other274163
643EPI.thymic_cortical.secretory_remodeling1.91e-06Nonsignificant—0.85Other41
644FIB.adventitial.complement_angiocrine1.74e-06Nonsignificant1.00 [GCST90469808]0.81Other153684
645T.MAIT.cytotoxic1.71e-06Nonsignificant0.85 [GCST90469808]0.75Other5215
646NEU.EXC_IT.adhesion1.50e-06Nonsignificant0.79 [GCST90469808]0.97Other252108
647T.CD4_Tcm.RNA_control1.24e-06Nonsignificant0.95 [GCST90469808]0.90Other964
648T.CD4_cytotoxic.baseline1.24e-06Nonsignificant0.13 [GCST90469808]1.28Other00
649T.CD4_naive.purinergic9.58e-07Nonsignificant1.00 [GCST90469808]0.64Other491
650T.CD4_Tcm.APC_mimicry7.95e-07Nonsignificant0.95 [GCST90469808]0.90Other5443
651NK.adaptive_adipose_stress7.95e-07Nonsignificant0.99 [GCST90469808]0.68Other37439
652FIB.adventitial.baseline7.40e-07Nonsignificant1.00 [GCST90469808]0.73Other157278
653EPI.pancreatic_acinar.quiet_dedifferentiation4.91e-07Nonsignificant1.00 [GCST90469808]0.74Other142171
654T.CD4_cytotoxic.NK_adapted4.36e-07Nonsignificant0.36 [GCST90469808]1.13Other8233
655T.CD4_cytotoxic.terminal_effector3.33e-07Nonsignificant0.59 [GCST90469808]1.00Other28621
656T.CD4_Tcm.secretory3.25e-07Nonsignificant0.95 [GCST90469808]0.93Other2011
657NEU.INH_VIP.canonical_disinhibitory2.74e-07Nonsignificant0.92 [GCST90469808]0.64Other5938
658NEU.INH_VIP.excitatory_coupled2.67e-07Nonsignificant—0.00Other130
659FIB.adventitial.mito_secretory2.39e-07Nonsignificant1.00 [GCST90469808]0.76Other217
660T.CD4_cytotoxic.precursor1.97e-07Nonsignificant0.59 [GCST90469808]1.07Other15667
661T.CD4_Tcm.synapse_dynamics1.78e-07Nonsignificant0.95 [GCST90469808]0.90Other1510
662NEU.INH_PVALB.nuclear_reg1.68e-07Nonsignificant0.97 [GCST90469808]0.53Other2512
663T.CD4_Tcm.retro_ZNF1171.63e-07Nonsignificant0.95 [GCST90469808]0.90Other59
664T.CD4_cytotoxic.activated1.49e-07Nonsignificant0.59 [GCST90469808]1.05Other31
665NEU.INH_VIP.nuclear_reg1.38e-07Nonsignificant—0.00Other204
666EPI.pancreatic_acinar.adhesion_remodeling1.31e-07Nonsignificant1.00 [GCST90469808]0.67Other210784
667CM.osmoprotection1.11e-07Nonsignificant1.00 [GCST90469808]0.95Other3457
668ASTRO.immature_lipid1.07e-07Nonsignificant1.00 [GCST90469808]0.91Other23113
669NK.adaptive_biosynthetic_primed1.02e-07Nonsignificant0.99 [GCST90469808]0.68Other244405
670EPI.pancreatic_acinar.metabolic_onecarbon6.59e-08Nonsignificant1.00 [GCST90469808]0.35Other287328
671NEU.INH_VIP.opioid6.35e-08Nonsignificant—0.00Other509
672NEU.EXC_NTNG1.synaptic5.79e-08Nonsignificant—0.67Other00
673FIB.adventitial.mechano_chemo_sensing4.80e-08Nonsignificant1.00 [GCST90469808]0.49Other135524
674CM.translation_boost_RPL4.62e-08Nonsignificant1.00 [GCST90469808]0.94Other1291
675T.MAIT.stress4.54e-08Nonsignificant—0.00Other00
676ASTRO.neuromodulatory2.24e-08Nonsignificant1.00 [GCST90469808]0.74Other34172
677T.CD8_Tem.motility_primed1.06e-08Nonsignificant0.98 [GCST90469808]0.68Other2694
678EPI.pancreatic_ductal_bicarbonate.repair_actin_junction6.85e-09Nonsignificant—0.00Other00
679NEU.INH_PVALB.neuromodulatory6.45e-09Nonsignificant—0.00Other00
680NEU.EXC_NTNG1.nuclear_reg4.08e-09Nonsignificant—0.00Other00
681NEU.INH_PVALB.serotonergic2.35e-09Nonsignificant—0.00Other00
682CM.translation_boost_RPS1.79e-09Nonsignificant1.00 [GCST90469808]0.95Other6916
683CM.anti_inflammatory1.47e-09Nonsignificant1.00 [GCST90469808]0.86Other4241,503
684ASTRO.homeostatic8.21e-10Nonsignificant1.00 [GCST90469808]0.57Other200431
685ASTRO.stress_mito1.31e-11Nonsignificant1.00 [GCST90469808]0.32Other47110
686EPI.thymic_cortical.baseline1.61e-13Nonsignificant0.88 [GCST90469808]0.70Other185386
687EPI.thymic_cortical.Notch_interface8.28e-14Nonsignificant—0.00Other82137
688ADIPO.inflammatory1.45e-16Nonsignificant—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

137 unique genes. Showing 1–137. 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)
ASGR201-High0.7510.28G1C1—monocyte (Tier: specific)
DC.cDC2 (Tier: specific)
MONO.CD14 (Tier: specific)
DC.cDC2.monocyte_like (Tier: specific)
MAC.MDM.complement_resolving (Tier: specific)
MAC.resident_repair.lipid_phagocytic (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
MONO.CD14.baseline (Tier: specific)
MONO.CD14.repair_M2_like (Tier: specific)
dendritic_cell (Tier: relevant)
DC.cDC1.proliferative (Tier: relevant)
DC.cDC2.adhesion_signaling (Tier: relevant)
DC.cDC2.antiviral (Tier: relevant)
DC.cDC2.migratory (Tier: relevant)
DC.cDC2.pro_inflammatory (Tier: relevant)
DC.cDC2.proliferative (Tier: relevant)
DC.cDC2.tolerogenic_regulatory (Tier: relevant)
MAC.LAM.anti_inflammatory (Tier: relevant)
MAC.MDM.APC_dendritic (Tier: relevant)
MAC.MDM.inflammatory_phagocytic (Tier: relevant)
MAC.resident_iron.APC_iron_sensing (Tier: relevant)
MONO.CD14.inflammatory (Tier: relevant)
MONO.CD14.platelet_bound (Tier: relevant)
MONO.CD14.remodeling (Tier: relevant)
31 cells — complete matches7278
ENSG0000030681301-High0.7410.28G1C1———6472
KNG101-High0.7213.23G1C1EPI.renal_thick_ascending_limb.canonical_salt_transporter (L2)hepatocyte (Tier: specific)
EPI.renal_thick_ascending_limb.canonical_salt_transporter (Tier: specific)
HEP.canalicular_transport.ductular_like_transition (Tier: specific)
HEP.periportal_metabolic.stress_chaperone (Tier: specific)
EPI.renal_thick_ascending_limb (Tier: relevant)
EPI.renal_thick_ascending_limb.remodeling (Tier: relevant)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
14 cells — complete matches86143
ASGR101-High0.6312.14G1C1hepatocyte (L1), EPI.hepatic_ductular_cholangiocyte.acute_phase_complement (L2)hepatocyte (Tier: specific)
HEP.acute_phase (Tier: specific)
HEP.canalicular_transport (Tier: specific)
HEP.periportal_metabolic (Tier: specific)
MONO.CD14 (Tier: specific)
MONO.CD16 (Tier: specific)
HEP.acute_phase.baseline (Tier: specific)
HEP.canalicular_transport.ductular_like_transition (Tier: specific)
HEP.canalicular_transport.inflammatory (Tier: specific)
HEP.periportal_metabolic.canonical_urea_cycle (Tier: specific)
HEP.periportal_metabolic.stress_chaperone (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
MONO.CD16.hepatic_mac_like (Tier: specific)
EPI.alveolar_type_2.injury_primed (Tier: relevant)
HEP.acute_phase.complement_antiviral (Tier: relevant)
HEP.acute_phase.complement_metabolic (Tier: relevant)
HEP.acute_phase.hypoxia_lipid (Tier: relevant)
HEP.acute_phase.inflammatory (Tier: relevant)
HEP.acute_phase.proliferative (Tier: relevant)
HEP.acute_phase.stress_secretory (Tier: relevant)
HEP.canalicular_transport.baseline (Tier: relevant)
HEP.canalicular_transport.injury_stress (Tier: relevant)
HEP.canalicular_transport.pericentral_like_hypoxia (Tier: relevant)
HEP.canalicular_transport.secretory_ERAD_UPR (Tier: relevant)
HEP.canalicular_transport.sterol_lipid_biosynthesis (Tier: relevant)
HEP.periportal_metabolic.acute_phase_barrier (Tier: relevant)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
HEP.periportal_metabolic.inflammatory_activated (Tier: relevant)
HEP.periportal_metabolic.stress_checkpoint (Tier: relevant)
HEP.periportal_metabolic.urea_onecarbon_secretory (Tier: relevant)
HEP.periportal_metabolic.xenobiotic_detox (Tier: relevant)
MAC.MDM.APC_dendritic (Tier: relevant)
MONO.CD14.platelet_bound (Tier: relevant)
43 cells — complete matches184416
ARHGAP2701-High0.636.45G1C1—MONO.CD16.hepatic_mac_like (Tier: specific)
DC.cDC2.adhesion_signaling (Tier: relevant)
MONO.CD16.patrolling (Tier: relevant)
29 cells — complete matches68179
MAPT01-High0.596.89G1C1—EPI.renal_proximal_tubule.detox_antioxidant (Tier: specific)
EPI.esophageal_suprabasal (Tier: relevant)
EPI.renal_proximal_tubule (Tier: relevant)
MONO.CD16.patrolling (Tier: relevant)
24 cells — complete matches152527
MAPT-IT101-High0.576.86G1C1———84258
MAPT-AS101-High0.576.67G1C1———84258
ZNF51301-High0.554.75G1C1—MONO.CD16.inflammatory (Tier: specific)15 cells — complete matches268632
EIF2B401-High0.554.90G1C1——5 cells — complete matches287671
SNX1701-High0.554.88G1C1——MAC.kupffer.tolerogenic (L2)268632
ENSG0000028008701-High0.551.71G1C1———3591,576
LINC02210.201-High0.547.63G1C1———92290
LINC02210-CRHR101-High0.547.58G1C1———91287
GTF3C201-High0.505.04G1C1—DC.cDC1.activated (Tier: relevant)8 cells — complete matches280647
GTF3C2-AS201-High0.504.93G1C1———271635
GCKR01-High0.505.25G1C1—hepatocyte (Tier: specific)
HEP.canalicular_transport (Tier: specific)
HEP.acute_phase.baseline (Tier: specific)
HEP.canalicular_transport.ductular_like_transition (Tier: specific)
HEP.canalicular_transport.inflammatory (Tier: specific)
EPI.pancreatic_ductal_mucinous (Tier: relevant)
DC.cDC2.adhesion_signaling (Tier: relevant)
EPI.pancreatic_ductal_mucinous.mucin_rich_barrier (Tier: relevant)
EPI.pancreatic_ductal_mucinous.remodeling_channel_rich (Tier: relevant)
EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit (Tier: relevant)
HEP.acute_phase.hypoxia_lipid (Tier: relevant)
HEP.canalicular_transport.baseline (Tier: relevant)
HEP.canalicular_transport.injury_stress (Tier: relevant)
HEP.canalicular_transport.pericentral_like_hypoxia (Tier: relevant)
HEP.canalicular_transport.secretory_ERAD_UPR (Tier: relevant)
HEP.canalicular_transport.sterol_lipid_biosynthesis (Tier: relevant)
HEP.periportal_metabolic.stress_checkpoint (Tier: relevant)
MAC.LAM.anti_inflammatory (Tier: relevant)
22 cells — complete matches5871,789
ENSG0000029581101-High0.494.98G1C1———273641
PPM1G01-High0.494.51G1C1——DC.pDC.baseline (L2)268632
ENSG0000029852001-High0.484.62G1C1———267632
MPV1701-High0.475.24G1C1——EPI.alveolar_type_1.baseline (L2), T.CD4_naive.gut_prone (L2)274641
ENSG0000029583301-High0.475.20G1C1———274641
NRBP101-High0.474.71G1C1——T.CD4_cytotoxic.precursor (L2)295731
IFT17201-High0.464.60G1C1——16 cells — complete matches5751,693
TRIM5401-High0.454.62G1C1—MAC.LAM.lipid_phagocytosis (Tier: relevant)22 cells — complete matches243450
ENSG0000030671701-High0.454.79G1C1———3941,491
UCN01-High0.455.00G1C1—MAC.LAM.lipid_opsonization (Tier: relevant)ADIPO.immature (L2), FIB.reticular.stress_metallothionein (L2), MAC.LAM.lipid_opsonization (L2)255626
FNDC401-High0.454.79G1C1—granulosa_cell (Tier: relevant)
GRNLSA.granulosa_cell (Tier: relevant)
EPI.renal_thick_ascending_limb.remodeling (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)
MAC.MDM.inflammatory_phagocytic (Tier: relevant)
32 cells — complete matches4881,610
SPATA31H101-High0.444.82G1C1———4991,593
SLC30A301-High0.443.94G1C1—MAC.LAM.lipid_phagocytosis (Tier: relevant)22 cells — complete matches223683
KRTCAP301-High0.444.57G1C1—MONO.CD14.platelet_bound (Tier: relevant)30 cells — complete matches186569
ZNF51201-High0.444.45G1C1——16 cells — complete matches4091,460
ENSG0000025908001-High0.434.17G1C1———4091,460
ENSG0000029405201-High0.434.21G1C1———66242
ENSG0000025670601-High0.418.34G1C1———21
TSPAN1402-Medium0.608.47G1C2——21 cells — complete matches5485
CACNA2D402-Medium0.5911.98G1C2—GRANU.neutrophil (Tier: specific)
MAC.LAM (Tier: specific)
MONO.CD14 (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
dendritic_cell (Tier: relevant)
DC.cDC2.tolerogenic_regulatory (Tier: relevant)
GRANU.neutrophil.primed_degranulation (Tier: relevant)
MAC.LAM.lipid_opsonization (Tier: relevant)
MAC.LAM.lipid_phagocytosis (Tier: relevant)
MAC.proliferating.stress (Tier: relevant)
MAC.resident_iron.APC_iron_sensing (Tier: relevant)
MONO.CD14.inflammatory (Tier: relevant)
MONO.CD14.platelet_bound (Tier: relevant)
MONO.CD14.remodeling (Tier: relevant)
57 cells — complete matches23
ACOX202-Medium0.549.46G1C2—DC.cDC2.monocyte_like (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
MONO.CD14.repair_M2_like (Tier: specific)
HEP.periportal_metabolic.xenobiotic_detox (Tier: relevant)
MAC.LAM.anti_inflammatory (Tier: relevant)
MAC.LAM.lipid_phagocytosis (Tier: relevant)
MAC.proliferating.DNA_replication (Tier: relevant)
MONO.CD14.inflammatory (Tier: relevant)
19 cells — complete matches1216
WNT302-Medium0.537.04G2C1——12 cells — complete matches34
PLEKHM102-Medium0.527.41G2C1—DC.cDC2.pro_inflammatory (Tier: relevant)
MONO.CD16.patrolling (Tier: relevant)
18 cells — complete matches1632
KCTD602-Medium0.509.31G1C2—DC.cDC1 (Tier: relevant)
DC.cDC1.proliferative (Tier: relevant)
DC.cDC2.pro_inflammatory (Tier: relevant)
MAC.proliferating.DNA_replication (Tier: relevant)
MONO.CD16.baseline (Tier: relevant)
17 cells — complete matches511
HRG-AS102-Medium0.5013.99G2C1———87147
TSPAN14-AS102-Medium0.5011.15G2C2———3658
ENSG0000029744202-Medium0.5014.69G2C1———83139
RPP1402-Medium0.496.94G1C2—GRANU.neutrophil (Tier: specific)
GRANU.neutrophil.tissue_patrolling (Tier: relevant)
6 cells — complete matches811
ENSG0000028997702-Medium0.4912.21G2C1———3756
ENSG0000029501902-Medium0.499.20G2C2———59
HTD202-Medium0.496.69G1C2———811
ZNF444P102-Medium0.485.67G1C2———00
PDHB02-Medium0.488.36G2C2——4 cells — complete matches58
ENSG0000027236002-Medium0.479.22G1C2———511
ENSG0000029449002-Medium0.476.60G2C1———1123
RNF11102-Medium0.464.32G1C2——7 cells — complete matches38
CLEC10A02-Medium0.469.60G2C1dendritic_cell (L1), DC.cDC2 (L1S), MAC.LAM.inflammatory_APC (L2), MAC.MDM.APC_dendritic (L2), MAC.alveolar.capillary_interacting (L2), MAC.kupffer.monocyte_like (L2), MAC.resident_iron.APC_iron_sensing (L2), MAC.resident_repair.antigen_presenting (L2), MONO.CD16.hepatic_mac_like (L2)macrophage (Tier: specific)
monocyte (Tier: specific)
DC.cDC2 (Tier: specific)
MAC.LAM (Tier: specific)
MAC.proliferating (Tier: specific)
MONO.CD14 (Tier: specific)
MONO.CD16 (Tier: specific)
DC.cDC2.monocyte_like (Tier: specific)
MAC.MDM.complement_resolving (Tier: specific)
MAC.resident_repair.antigen_presenting (Tier: specific)
MAC.resident_repair.lipid_phagocytic (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
MONO.CD14.baseline (Tier: specific)
MONO.CD14.repair_M2_like (Tier: specific)
MONO.CD16.hepatic_mac_like (Tier: specific)
MONO.CD16.inflammatory (Tier: specific)
dendritic_cell (Tier: relevant)
DC.cDC1 (Tier: relevant)
MAC.MDM (Tier: relevant)
MAC.resident_iron (Tier: relevant)
MAC.resident_repair (Tier: relevant)
DC.cDC1.activated (Tier: relevant)
DC.cDC1.baseline (Tier: relevant)
DC.cDC1.cross_presenting (Tier: relevant)
DC.cDC2.adhesion_signaling (Tier: relevant)
DC.cDC2.antiviral (Tier: relevant)
DC.cDC2.migratory (Tier: relevant)
DC.cDC2.pro_inflammatory (Tier: relevant)
DC.cDC2.proliferative (Tier: relevant)
DC.cDC2.tolerogenic_regulatory (Tier: relevant)
MAC.alveolar.capillary_interacting (Tier: relevant)
MAC.LAM.inflammatory_APC (Tier: relevant)
MAC.MDM.APC_dendritic (Tier: relevant)
MAC.MDM.inflammatory_phagocytic (Tier: relevant)
MAC.MDM.LAM_like (Tier: relevant)
MAC.proliferating.DNA_replication (Tier: relevant)
MAC.proliferating.stress (Tier: relevant)
MAC.resident_iron.APC_iron_sensing (Tier: relevant)
MAC.resident_repair.chemokine_angiocrine (Tier: relevant)
MONO.CD14.remodeling (Tier: relevant)
57 cells — complete matches2020
PLIN302-Medium0.464.97G2C1EPI.hepatic_ductular_cholangiocyte.stress (L2), OLG.reactive_repair (L2), THYMO.DN_preTCR (L2)—EPI.hepatic_ductular_cholangiocyte.stress (L2), OLG.reactive_repair (L2)912
ENSG0000023623402-Medium0.456.38G2C1———01
PRXL2A02-Medium0.458.61G1C2———2850
SH2D4B02-Medium0.448.42G2C2——EC.capillary.migratory (L2), EC.venous.remodeling_stalk (L2)2850
APOC102-Medium0.441.94G2C1ASPC.adipocyte_capillary_interface (L2), ASPC.remodeling (L2), DC.cDC2.lipid_metabolic (L2), EPI.ectocervical_granular.secretory_apocrine (L2), FIB.reticular.stromal_niche (L2), MAC.MDM.LAM_like (L2), MONO.CD16.hepatic_mac_like (L2)macrophage (Tier: specific)
monocyte (Tier: specific)
DC.cDC2 (Tier: specific)
MAC.LAM (Tier: specific)
MAC.proliferating (Tier: specific)
MONO.CD16 (Tier: specific)
MAC.resident_repair.lipid_phagocytic (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
MONO.CD14.repair_M2_like (Tier: specific)
MONO.CD16.hepatic_mac_like (Tier: specific)
dendritic_cell (Tier: relevant)
granulosa_cell (Tier: relevant)
DC.cDC1 (Tier: relevant)
GRNLSA.granulosa_cell (Tier: relevant)
MAC.alveolar (Tier: relevant)
MAC.resident_iron (Tier: relevant)
MAC.resident_repair (Tier: relevant)
DC.cDC1.activated (Tier: relevant)
DC.cDC1.baseline (Tier: relevant)
DC.cDC1.cross_presenting (Tier: relevant)
DC.cDC1.homeostatic_inhibitory (Tier: relevant)
DC.cDC1.proliferative (Tier: relevant)
DC.cDC2.adhesion_signaling (Tier: relevant)
DC.cDC2.antiviral (Tier: relevant)
DC.cDC2.pro_inflammatory (Tier: relevant)
DC.cDC2.proliferative (Tier: relevant)
DC.cDC2.tolerogenic_regulatory (Tier: relevant)
GRNLSA.chemokine_mechanosensory (Tier: relevant)
GRNLSA.cholesterol_mevalonate (Tier: relevant)
GRNLSA.EMT_insulin_signaling (Tier: relevant)
GRNLSA.lipid_hypoxia (Tier: relevant)
GRNLSA.p53_damage (Tier: relevant)
GRNLSA.secretory_remodeling (Tier: relevant)
HEP.acute_phase.stress_secretory (Tier: relevant)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
MAC.alveolar.biosynthetic_sterol_heme (Tier: relevant)
MAC.alveolar.capillary_interacting (Tier: relevant)
MAC.alveolar.inflammatory (Tier: relevant)
MAC.alveolar.lipid_autophagy (Tier: relevant)
MAC.alveolar.scavenging_endocytic (Tier: relevant)
MAC.LAM.anti_inflammatory (Tier: relevant)
MAC.LAM.antimicrobial (Tier: relevant)
MAC.LAM.inflammatory_APC (Tier: relevant)
MAC.LAM.lipid_opsonization (Tier: relevant)
MAC.LAM.lipid_phagocytosis (Tier: relevant)
MAC.LAM.perivascular_angiocrine (Tier: relevant)
MAC.MDM.inflammatory_phagocytic (Tier: relevant)
MAC.MDM.LAM_like (Tier: relevant)
MAC.proliferating.DNA_replication (Tier: relevant)
MAC.proliferating.stress (Tier: relevant)
MAC.resident_iron.APC_iron_sensing (Tier: relevant)
MAC.resident_repair.chemokine_angiocrine (Tier: relevant)
MONO.CD14.inflammatory (Tier: relevant)
MONO.CD14.platelet_bound (Tier: relevant)
135 cells — complete matches3011,434
TICAM102-Medium0.444.55G2C1—MONO.CD14.remodeling (Tier: relevant)5 cells — complete matches1437
PXK02-Medium0.447.88G2C2——15 cells — complete matches711
ENSG0000026157502-Medium0.446.76G2C2———1321
ENSG0000029101802-Medium0.446.76G2C2———1321
ENSG0000026719802-Medium0.436.74G2C1———1458
MRC102-Medium0.434.96G1C2MAC.resident_cardiac (L1S), MAC.resident_repair (L1S), MAC.alveolar.inflammatory (L2)macrophage (Tier: specific)
monocyte (Tier: specific)
DC.cDC2 (Tier: specific)
MAC.LAM (Tier: specific)
MONO.CD14 (Tier: specific)
MONO.CD16 (Tier: specific)
DC.cDC2.monocyte_like (Tier: specific)
MAC.MDM.complement_resolving (Tier: specific)
MAC.resident_repair.antigen_presenting (Tier: specific)
MAC.resident_repair.lipid_phagocytic (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
MONO.CD14.baseline (Tier: specific)
MONO.CD14.repair_M2_like (Tier: specific)
MONO.CD16.hepatic_mac_like (Tier: specific)
dendritic_cell (Tier: relevant)
MAC.alveolar (Tier: relevant)
MAC.MDM (Tier: relevant)
MAC.resident_iron (Tier: relevant)
MAC.resident_repair (Tier: relevant)
DC.cDC2.adhesion_signaling (Tier: relevant)
DC.cDC2.antiviral (Tier: relevant)
DC.cDC2.migratory (Tier: relevant)
DC.cDC2.pro_inflammatory (Tier: relevant)
DC.cDC2.proliferative (Tier: relevant)
DC.cDC2.tolerogenic_regulatory (Tier: relevant)
MAC.alveolar.biosynthetic_sterol_heme (Tier: relevant)
MAC.alveolar.capillary_interacting (Tier: relevant)
MAC.alveolar.inflammatory (Tier: relevant)
MAC.alveolar.lipid_autophagy (Tier: relevant)
MAC.alveolar.scavenging_endocytic (Tier: relevant)
MAC.kupffer.inflammatory (Tier: relevant)
MAC.LAM.inflammatory_APC (Tier: relevant)
MAC.LAM.lipid_opsonization (Tier: relevant)
MAC.MDM.APC_dendritic (Tier: relevant)
MAC.MDM.inflammatory_phagocytic (Tier: relevant)
MAC.MDM.LAM_like (Tier: relevant)
MAC.resident_iron.APC_iron_sensing (Tier: relevant)
MAC.resident_repair.chemokine_angiocrine (Tier: relevant)
MONO.CD14.platelet_bound (Tier: relevant)
76 cells — complete matches57
ENSG0000025935302-Medium0.437.04G2C2———00
ABHD602-Medium0.436.37G2C2—MONO.CD16.hepatic_mac_like (Tier: specific)10 cells — complete matches3554
MAT1A02-Medium0.433.67G2C1—hepatocyte (Tier: specific)
HEP.canalicular_transport (Tier: specific)
HEP.periportal_metabolic (Tier: specific)
HEP.canalicular_transport.inflammatory (Tier: specific)
HEP.periportal_metabolic.canonical_urea_cycle (Tier: specific)
HEP.periportal_metabolic.stress_chaperone (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: relevant)
HEP.acute_phase.stress_secretory (Tier: relevant)
HEP.canalicular_transport.baseline (Tier: relevant)
HEP.canalicular_transport.injury_stress (Tier: relevant)
HEP.canalicular_transport.pericentral_like_hypoxia (Tier: relevant)
HEP.canalicular_transport.sterol_lipid_biosynthesis (Tier: relevant)
HEP.periportal_metabolic.acute_phase_barrier (Tier: relevant)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
HEP.periportal_metabolic.inflammatory_activated (Tier: relevant)
HEP.periportal_metabolic.stress_checkpoint (Tier: relevant)
HEP.periportal_metabolic.urea_onecarbon_secretory (Tier: relevant)
HEP.periportal_metabolic.xenobiotic_detox (Tier: relevant)
20 cells — complete matches2143
ENSG0000026382602-Medium0.427.76G2C2———3063
FAM107A02-Medium0.427.49G1C2IPSC.neural_primed (L2)EPI.renal_intercalated_cell_type_B (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
EPI.renal_intercalated_cell_type_B.baseline (Tier: relevant)
69 cells — complete matches47
ENSG0000029006802-Medium0.424.72G2C1———34
MIR4315-102-Medium0.416.77G2C2———00
ENSG0000028997102-Medium0.414.32G1C2———62116
ENSG0000029117502-Medium0.416.98G2C1———1343
APOE02-Medium0.411.54G2C1macrophage (L1), HEP.pericentral_lipoprotein (L1S), MAC.LAM (L1S), MAC.microglia_like (L1S), ASPC.adipocyte_capillary_interface (L2), EPI.ectocervical_granular.secretory_apocrine (L2), EPI.renal_intercalated_cell_type_A.acid_secretion (L2), EPI.skin_appendage_keratinocyte.sebaceous_apocrine (L2), EPI.skin_hair_follicle_bulge.niche_crosstalk (L2), EPI.skin_keratinocyte_progenitor.quiescent_stem_like (L2), EPI.skin_keratinocyte_proliferating.early_spinous_transition (L2), FIB.interstitial.lipid_matrix (L2), FIB.perivascular_interface.lipid_shuttle (L2), FIB.suburothelial.homeostasis_matrix (L2), FIB.transitioning.ISG_primed_interface (L2), HEP.acute_phase.stress_secretory (L2), HEP.periportal_metabolic.apolipoprotein_secretory (L2), MAC.LAM.inflammatory_APC (L2), MAC.MDM.LAM_like (L2), MAC.resident_repair.lipid_phagocytic (L2), MG.phagocytic_APC (L2), NEU.INH_LAMP5.glial_interface (L2)macrophage (Tier: specific)
monocyte (Tier: specific)
DC.cDC2 (Tier: specific)
MAC.LAM (Tier: specific)
MAC.proliferating (Tier: specific)
MONO.CD16 (Tier: specific)
EPI.renal_proximal_tubule.detox_antioxidant (Tier: specific)
MAC.MDM.complement_resolving (Tier: specific)
MAC.resident_repair.lipid_phagocytic (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
MONO.CD14.repair_M2_like (Tier: specific)
MONO.CD16.hepatic_mac_like (Tier: specific)
dendritic_cell (Tier: relevant)
granulosa_cell (Tier: relevant)
EPI.renal_proximal_tubule (Tier: relevant)
GRNLSA.granulosa_cell (Tier: relevant)
MAC.alveolar (Tier: relevant)
MAC.resident_iron (Tier: relevant)
DC.cDC2.proliferative (Tier: relevant)
EPI.esophageal_suprabasal.basal_transitional (Tier: relevant)
GRNLSA.chemokine_mechanosensory (Tier: relevant)
GRNLSA.cholesterol_mevalonate (Tier: relevant)
GRNLSA.EMT_insulin_signaling (Tier: relevant)
GRNLSA.lipid_hypoxia (Tier: relevant)
GRNLSA.proliferative_migratory (Tier: relevant)
GRNLSA.secretory_remodeling (Tier: relevant)
HEP.acute_phase.stress_secretory (Tier: relevant)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
MAC.alveolar.biosynthetic_sterol_heme (Tier: relevant)
MAC.alveolar.capillary_interacting (Tier: relevant)
MAC.alveolar.inflammatory (Tier: relevant)
MAC.alveolar.lipid_autophagy (Tier: relevant)
MAC.alveolar.scavenging_endocytic (Tier: relevant)
MAC.LAM.anti_inflammatory (Tier: relevant)
MAC.LAM.antimicrobial (Tier: relevant)
MAC.LAM.inflammatory_APC (Tier: relevant)
MAC.LAM.lipid_opsonization (Tier: relevant)
MAC.LAM.lipid_phagocytosis (Tier: relevant)
MAC.LAM.perivascular_angiocrine (Tier: relevant)
MAC.MDM.LAM_like (Tier: relevant)
MAC.proliferating.DNA_replication (Tier: relevant)
MAC.proliferating.stress (Tier: relevant)
MAC.resident_iron.APC_iron_sensing (Tier: relevant)
MAC.resident_repair.chemokine_angiocrine (Tier: relevant)
MONO.CD14.platelet_bound (Tier: relevant)
163 cells — complete matches3511,543
ENSG0000029408902-Medium0.418.14G2C2———66
ENSG0000026748402-Medium0.414.37G2C1———24
KANSL102-Medium0.417.06G1C2——9 cells — complete matches63247
ACAP102-Medium0.415.31G1C2MAC.kupffer.monocyte_like (L2)MONO.CD14 (Tier: specific)
MONO.CD14.repair_M2_like (Tier: specific)
dendritic_cell (Tier: relevant)
DC.cDC2.tolerogenic_regulatory (Tier: relevant)
MAC.MDM.APC_dendritic (Tier: relevant)
93 cells — complete matches107149
DYDC202-Medium0.406.32G2C1——9 cells — complete matches4081
UHRF102-Medium0.394.75G2C1HEP.acute_phase.proliferative (L2)DC.cDC2 (Tier: specific)
MAC.proliferating (Tier: specific)
DC.cDC2.monocyte_like (Tier: specific)
EPI.esophageal_suprabasal.proliferative_S (Tier: specific)
MONO.CD14.baseline (Tier: specific)
dendritic_cell (Tier: relevant)
DC.cDC1.homeostatic_inhibitory (Tier: relevant)
DC.cDC1.proliferative (Tier: relevant)
DC.cDC2.proliferative (Tier: relevant)
EPI.pancreatic_ductal_mucinous.proliferative_gastric_like (Tier: relevant)
HEP.acute_phase.proliferative (Tier: relevant)
MAC.LAM.lipid_phagocytosis (Tier: relevant)
MAC.proliferating.DNA_replication (Tier: relevant)
55 cells — complete matches1230
APOC1P102-Medium0.391.93G2C1———3171,464
APOC1P1.202-Medium0.391.93G2C1———3171,464
MINDY202-Medium0.399.21G2C2———2647
ENSG0000027349302-Medium0.397.66G2C2———610
MINDY2-DT02-Medium0.398.89G2C2———1114
FETUB02-Medium0.389.68G2C1—hepatocyte (Tier: specific)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
6 cells — complete matches86146
ARRDC502-Medium0.384.40G2C1——6 cells — complete matches34
ENSG0000028689702-Medium0.388.41G2C2———1212
DYDC102-Medium0.385.91G2C1——6 cells — complete matches2555
FAM3D-AS102-Medium0.385.35G1C2———22
DND1P102-Medium0.386.81G2C2———933
ENSG0000030499602-Medium0.386.81G2C2———933
MCF2L2P102-Medium0.371.64G1C2———00
ENSG0000026237202-Medium0.376.74G1C2———58230
CRHR102-Medium0.376.65G2C2——11 cells — complete matches00
TOMM4002-Medium0.361.62G2C1—DC.cDC2.monocyte_like (Tier: specific)DC.cDC2.monocyte_like (L2), EPI.ileal_goblet.immature (L2)2961,418
APOC402-Medium0.361.79G2C1—hepatocyte (Tier: specific)
HEP.periportal_metabolic (Tier: specific)
HEP.periportal_metabolic.stress_chaperone (Tier: specific)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
HEP.periportal_metabolic.inflammatory_activated (Tier: relevant)
HEP.periportal_metabolic.urea_onecarbon_secretory (Tier: relevant)
HEP.periportal_metabolic.xenobiotic_detox (Tier: relevant)
10 cells — complete matches2421,341
RBKS02-Medium0.361.05G1C2FIB.adventitial.activated_remodelling (L2), SMC.activated (L2)monocyte (Tier: specific)
GRANU.neutrophil (Tier: specific)
MONO.CD14 (Tier: specific)
MONO.CD16 (Tier: specific)
DC.cDC2.monocyte_like (Tier: specific)
MONO.CD14.baseline (Tier: specific)
MONO.CD14.repair_M2_like (Tier: specific)
MAC.resident_repair (Tier: relevant)
GRANU.neutrophil.primed_degranulation (Tier: relevant)
GRANU.neutrophil.tissue_patrolling (Tier: relevant)
MONO.CD14.inflammatory (Tier: relevant)
MONO.CD16.baseline (Tier: relevant)
49 cells — complete matches140286
ENSG0000026728202-Medium0.361.48G2C1———2131,188
APOC4-APOC202-Medium0.361.81G2C1—hepatocyte (Tier: specific)
HEP.periportal_metabolic (Tier: specific)
HEP.periportal_metabolic.stress_chaperone (Tier: specific)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
HEP.periportal_metabolic.inflammatory_activated (Tier: relevant)
HEP.periportal_metabolic.urea_onecarbon_secretory (Tier: relevant)
HEP.periportal_metabolic.xenobiotic_detox (Tier: relevant)
10 cells — complete matches2111,246
FEM1A02-Medium0.353.32G2C1——13 cells — complete matches23
KDM4B02-Medium0.353.30G2C1——19 cells — complete matches1531
SLTM02-Medium0.355.79G2C2—MAC.resident_repair.antigen_presenting (Tier: specific)MAC.resident_repair.antigen_presenting (L2)129
ENSG0000026960402-Medium0.352.97G2C1———11
APOC202-Medium0.351.02G2C1MAC.MDM.LAM_like (L2)macrophage (Tier: specific)
DC.cDC2 (Tier: specific)
HEP.acute_phase (Tier: specific)
HEP.canalicular_transport (Tier: specific)
MAC.LAM (Tier: specific)
MAC.proliferating (Tier: specific)
HEP.acute_phase.baseline (Tier: specific)
HEP.canalicular_transport.ductular_like_transition (Tier: specific)
HEP.periportal_metabolic.canonical_urea_cycle (Tier: specific)
HEP.periportal_metabolic.stress_chaperone (Tier: specific)
MAC.MDM.complement_resolving (Tier: specific)
MAC.resident_repair.antigen_presenting (Tier: specific)
MAC.resident_repair.lipid_phagocytic (Tier: specific)
dendritic_cell (Tier: relevant)
DC.cDC1 (Tier: relevant)
MAC.alveolar (Tier: relevant)
MAC.MDM (Tier: relevant)
MAC.resident_iron (Tier: relevant)
MAC.resident_repair (Tier: relevant)
DC.cDC1.cross_presenting (Tier: relevant)
DC.cDC2.pro_inflammatory (Tier: relevant)
DC.cDC2.proliferative (Tier: relevant)
EPI.ileal_bile_transport.detox_transcytosis (Tier: relevant)
EPI.renal_proximal_tubule.onecarbon_peroxisome (Tier: relevant)
HEP.acute_phase.complement_metabolic (Tier: relevant)
HEP.acute_phase.hypoxia_lipid (Tier: relevant)
HEP.acute_phase.stress_secretory (Tier: relevant)
HEP.canalicular_transport.baseline (Tier: relevant)
HEP.canalicular_transport.injury_stress (Tier: relevant)
HEP.canalicular_transport.pericentral_like_hypoxia (Tier: relevant)
HEP.canalicular_transport.secretory_ERAD_UPR (Tier: relevant)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
HEP.periportal_metabolic.xenobiotic_detox (Tier: relevant)
MAC.alveolar.biosynthetic_sterol_heme (Tier: relevant)
MAC.alveolar.capillary_interacting (Tier: relevant)
MAC.alveolar.scavenging_endocytic (Tier: relevant)
MAC.LAM.anti_inflammatory (Tier: relevant)
MAC.LAM.antimicrobial (Tier: relevant)
MAC.LAM.inflammatory_APC (Tier: relevant)
MAC.LAM.lipid_opsonization (Tier: relevant)
MAC.LAM.lipid_phagocytosis (Tier: relevant)
MAC.LAM.perivascular_angiocrine (Tier: relevant)
MAC.MDM.APC_dendritic (Tier: relevant)
MAC.MDM.inflammatory_phagocytic (Tier: relevant)
MAC.MDM.LAM_like (Tier: relevant)
MAC.proliferating.stress (Tier: relevant)
MAC.resident_iron.APC_iron_sensing (Tier: relevant)
93 cells — complete matches2031,252
CLPTM102-Medium0.341.18G2C1——T.CD4_naive.activated_stress (L2)2541,362
ENSG0000026853602-Medium0.342.70G2C1———00
KANSL1-AS102-Medium0.346.68G1C2——17 cells — complete matches57211
HSP90AB4P02-Medium0.347.37G2C2———00
ENSG0000027935902-Medium0.341.70G2C1———34
ENSG0000030267102-Medium0.341.70G2C1———34
NECTIN202-Medium0.341.15G2C1—MONO.CD14.APC_like (Tier: specific)
DC.cDC2.migratory (Tier: relevant)
DC.cDC2.pro_inflammatory (Tier: relevant)
MONO.CD14.inflammatory (Tier: relevant)
17 cells — complete matches2171,214
ENSG0000028314802-Medium0.333.40G1C2———719
ENSG0000024338402-Medium0.332.48G1C2———47
ENSG0000030664602-Medium0.332.14G2C1———1732
DNASE1L302-Medium0.335.16G2C2DC.cDC1.baseline (L2), DC.cDC1.cross_presenting (L2), EC.heart_remodeling.angiocrine (L2)macrophage (Tier: specific)
DC.cDC2 (Tier: specific)
MAC.LAM (Tier: specific)
MAC.proliferating (Tier: specific)
EPI.esophageal_suprabasal.proliferative_S (Tier: specific)
MAC.MDM.complement_resolving (Tier: specific)
dendritic_cell (Tier: relevant)
DC.cDC1 (Tier: relevant)
EPI.esophageal_suprabasal (Tier: relevant)
MAC.MDM (Tier: relevant)
MAC.resident_iron (Tier: relevant)
DC.cDC1.activated (Tier: relevant)
DC.cDC1.baseline (Tier: relevant)
DC.cDC1.cross_presenting (Tier: relevant)
DC.cDC1.homeostatic_inhibitory (Tier: relevant)
DC.cDC1.proliferative (Tier: relevant)
DC.cDC2.antiviral (Tier: relevant)
DC.cDC2.migratory (Tier: relevant)
DC.cDC2.pro_inflammatory (Tier: relevant)
DC.cDC2.tolerogenic_regulatory (Tier: relevant)
EPI.esophageal_suprabasal.basal_transitional (Tier: relevant)
EPI.esophageal_suprabasal.proliferative_exit (Tier: relevant)
EPI.esophageal_suprabasal.proliferative_G2M (Tier: relevant)
MAC.LAM.inflammatory_APC (Tier: relevant)
MAC.MDM.APC_dendritic (Tier: relevant)
MAC.proliferating.stress (Tier: relevant)
MAC.resident_iron.APC_iron_sensing (Tier: relevant)
MAC.resident_repair.chemokine_angiocrine (Tier: relevant)
90 cells — complete matches2845
SLC16A1302-Medium0.335.11G2C1—DC.cDC2.antiviral (Tier: relevant)29 cells — complete matches1529
TMEM23602-Medium0.333.04G1C2EPI.pancreatic_islet.alpha (L2)EPI.pancreatic_islet.alpha (Tier: specific)
EPI.ileal_bile_transport.detox_transcytosis (Tier: relevant)
11 cells — complete matches911
ENSG0000026711402-Medium0.330.87G2C1———1601,070
FAM3D02-Medium0.324.37G2C2EPI.tracheal_submucosal_gland.acinar_serous (L2), EPI.tracheal_suprabasal.secretory_immune (L2)—48 cells — complete matches00
MIR7-3HG02-Medium0.312.19G2C1—EPI.pancreatic_islet.alpha (Tier: specific)19 cells — complete matches34
NSF02-Medium0.308.62G2C2——10 cells — complete matches1854
LINC0146002-Medium0.301.13G2C2——cardiomyocyte (L1), CM.cardiomyocyte (L1S), EC.capillary.postcap_venule (L2)1540
DPP902-Medium0.301.27G2C1—DC.cDC1.cross_presenting (Tier: relevant)5 cells — complete matches31
ENSG0000030384002-Medium0.301.21G2C1———00
PLAC902-Medium0.301.88G2C1ASPC.secretory (L2), EPI.skin_sebaceous_duct_luminal.detox_repair (L2), FIB.neurolectin_mucosa.remodeling_repair (L2)MAC.LAM.perivascular_angiocrine (Tier: relevant)98 cells — complete matches1933
ENSG0000029611802-Medium0.293.50G2C2———821
ADAM1002-Medium0.298.28G2C2THYMO.DP_early (L2)MONO.CD14.platelet_bound (Tier: relevant)7 cells — complete matches39231
TMEM254-AS102-Medium0.281.37G2C1—MAC.proliferating (Tier: specific)
DC.cDC1.homeostatic_inhibitory (Tier: relevant)
DC.cDC2.antiviral (Tier: relevant)
MAC.proliferating.DNA_replication (Tier: relevant)
25 cells — complete matches1831
ENSG0000028932602-Medium0.260.98G2C2———2254
FLNB02-Medium0.261.79G2C2FIB.hepatic_stellate_cell.contractile (L2)—25 cells — complete matches3388
CFAP20DC-AS102-Medium0.261.41G2C2———00
CFAP20DC02-Medium0.261.29G2C2———00
ALDH1A202-Medium0.238.10G2C2EPI.ectocervical_granular.secretory_apocrine (L2), MAC.LAM.anti_inflammatory (L2)MAC.LAM (Tier: specific)
HEP.acute_phase.baseline (Tier: specific)
MONO.CD14.cord_tolerance (Tier: specific)
MONO.CD16.inflammatory (Tier: specific)
EPI.renal_immature_ureteric_bud (Tier: relevant)
EPI.renal_thick_ascending_limb (Tier: relevant)
EPI.renal_immature_ureteric_bud.defense_secretory (Tier: relevant)
EPI.renal_immature_ureteric_bud.osmoprotective (Tier: relevant)
HEP.acute_phase.inflammatory (Tier: relevant)
MAC.LAM.anti_inflammatory (Tier: relevant)
MAC.LAM.antimicrobial (Tier: relevant)
MAC.LAM.lipid_opsonization (Tier: relevant)
50 cells — complete matches72576
CFAP20DC-DT02-Medium0.230.70G2C2———00
GPN102-Medium0.223.80G2C2———46138

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.