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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.

GCST90471069 · All tissues

WASHC3 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.

ICE-CREAM (IC) is −log10(P) from a permutation test. An IC score of 3 corresponds to an unadjusted P value of 0.001; 5.5 is the multiple-testing-corrected significance threshold across all metacells. The Significance categories are Significant for IC > 5.5, Nominal for 3 ≤ IC ≤ 5.5, and Nonsignificant for IC < 3. These reports display mean IC scores across full-atlas populations, not the UMAP sample. The categories apply to the displayed scores: a cell-group mean or an average across individual traits is descriptive and is not itself a newly tested P value or a new multiple-testing correction. All scores are retained. Enrichment is not proof of causality or treatment efficacy.

Open this trait in Cell Browser →

Meta trait: WASHC3 levels

Interpret only the requested hierarchy level (L1, L1S or L2) and the exact cell identities listed for that level on the permanent reference page for the requested scope. Cell names link to their shared scope memberships. Membership is trait-independent and based on positive full-population overlap, not sampled points. A population can overlap several scopes. Cell-identity scopes include only the population itself and its ancestors, never its descendants: an L1 type does not list child L1S subtypes or L2 states. Tissue, system, lineage and theme scopes retain their full-population overlap memberships. These IC scores and cell counts remain full-atlas values: selecting a scope restricts which populations are interpreted; it does not recalculate tissue-specific averages. Do not interpret other levels or out-of-scope populations.

Complete annotation marker lists · Complete markers and scope-aware enriched-gene evidence for all cell types, subtypes and states. Co-interpret eligible cell rankings with the associated-gene table below using both annotation-marker overlap and scope-pooled enriched-gene overlap, kept separate. Read each relevant cell's complete marker and enrichment lists through the linked reference. These support biological interpretation, not marker recaps, causal proof or a replacement for interpreting the ranking.

Type rankings — L1 (34)

Types ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1platelet35.07Significant—2.05Relevant85104
2monocyte31.15Significant3.30e-491.39Specific2,1763,871
3dendritic_cell13.61Significant0.031.13Specific496724
4chondrocyte9.80Significant0.061.15Specific5481,069
5granulosa_cell6.33Significant1.001.07Relevant293670
6endothelial_cell4.36Nominal1.001.01Other373974
7macrophage4.27Nominal1.000.97Other8131,732
8natural_killer_cell2.52Nonsignificant1.000.91Other1,2042,052
9oligodendrocyte_precursor_cell2.27Nonsignificant1.000.92Other4611,454
10adipocyte2.21Nonsignificant1.000.79Other33111
11adipose_stem_and_progenitor_cell1.70Nonsignificant1.000.83Other327954
12granulocyte1.48Nonsignificant1.000.83Other56
13cardiomyocyte1.24Nonsignificant1.000.76Other5332,045
14pericyte1.19Nonsignificant1.000.77Other128517
15microglia1.08Nonsignificant1.000.73Other61129
16innate_lymphoid_cell_21.00Nonsignificant1.000.80Other38
17hepatocyte0.94Nonsignificant1.000.80Other1,5153,822
18haematopoietic_progenitor_cell0.86Nonsignificant1.000.70Other262502
19smooth_muscle_cell0.67Nonsignificant1.000.71Other27139
20fibroblast0.46Nonsignificant1.000.64Other184826
21mesothelial_cell0.43Nonsignificant1.000.62Other636
22melanocyte0.41Nonsignificant1.000.63Other97309
23epithelial_cell0.30Nonsignificant1.000.64Other2447
24skeletal_muscle_cell0.29Nonsignificant1.000.57Other9442,600
25T_cell0.26Nonsignificant1.000.51Other470959
26muscle_stem_cell0.18Nonsignificant1.000.59Other727
27schwann_cell0.09Nonsignificant1.000.61Other1057
28astrocyte0.08Nonsignificant1.000.54Other2561,203
29B_cell0.05Nonsignificant1.000.49Other356694
30plasma_cell0.04Nonsignificant1.000.46Other1724
31induced_pluripotent_stem_cell0.03Nonsignificant1.000.51Other00
32oligodendrocyte0.02Nonsignificant1.000.46Other3851,507
33thymocyte3.29e-03Nonsignificant1.000.40Other168512
34neuron2.21e-03Nonsignificant1.000.35Other3301,328

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1PLAT.platelet35.07Significant—0.00Relevant3853
2MONO.CD1432.59Significant1.25e-192.74Specific2,2944,139
3MONO.CD1623.66Significant1.000.27Specific1,3041,835
4DC.cDC216.70Significant1.86e-091.91Specific1,1891,793
5CHOND.chondrocyte9.80Significant——Relevant519730
6EC.lymphatic9.64Significant6.23e-072.01Specific630998
7MAC.MDM6.69Significant3.31e-041.74Specific623986
8GRNLSA.granulosa_cell6.33Significant———2570
9EC.liver_sinusoidal6.17Significant0.081.34Relevant1,0831,925
10EC.arterial5.93Significant7.46e-111.80Specific356885
11DC.pDC5.85Significant1.000.40Relevant4961,028
12EC.capillary4.78Nominal0.071.20Other5141,635
13MAC.LAM4.53Nominal0.201.25Other9142,064
14MAC.resident_cardiac4.52Nominal1.001.01Other4851,074
15MAC.resident_repair4.52Nominal1.000.96Other7961,426
16FIB.transitioning4.49Nominal3.17e-041.63Other172497
17DC.cDC14.14Nominal1.000.12Other55112
18MAC.resident_iron3.94Nominal1.001.10Other1621
19EC.venous3.33Nominal1.000.48Other5161,387
20HEP.acute_phase3.13Nominal7.91e-141.31Other1,4413,641
21MAC.microglia_like3.06Nominal1.000.85Other124179
22EPI.colonic_enteroendocrine2.61Nonsignificant—1.64Other11
23NK.natural_killer_cell2.52Nonsignificant——Other1,2042,045
24EPI.skin_keratinocyte_basal2.31Nonsignificant—2.19Other1326
25OPC.oligodendrocyte_precursor_cell2.27Nonsignificant——Other4131,269
26ADIPO.adipocyte2.21Nonsignificant——Other2062
27T.CD8_Tem2.09Nonsignificant4.78e-271.23Other1,0831,857
28MAC.proliferating2.04Nonsignificant1.000.25Other87253
29EPI.ileal_bile_transport2.01Nonsignificant0.111.30Other6193
30DC.mig2.01Nonsignificant—0.00Other89156
31GRANU.neutrophil1.93Nonsignificant0.111.79Other1,2352,649
32EPI.ileal_goblet1.85Nonsignificant0.061.29Other181432
33EPI.extrahepatic_cholangiocyte1.82Nonsignificant—1.80Other3771
34FIB.barrier_secretory1.78Nonsignificant0.141.45Other81228
35ASPC.adipose_stem_and_progenitor_cell1.70Nonsignificant——Other324930
36MAC.alveolar1.55Nonsignificant1.000.13Other1,4323,122
37EPI.renal_intercalated_cell_type_A1.50Nonsignificant0.431.15Other67142
38T.CD4_Th21.33Nonsignificant—1.11Other12
39CM.cardiomyocyte1.24Nonsignificant——Other5242,032
40EPI.esophageal_basal1.23Nonsignificant0.541.18Other410
41EPI.pancreatic_ductal_mucinous1.22Nonsignificant0.431.19Other219430
42GRANU.MAST1.22Nonsignificant0.950.09Other56
43PERI.pericyte1.19Nonsignificant——Other1170
44EPI.skin_hair_follicle_bulge1.16Nonsignificant0.431.16Other51178
45MG.microglia1.08Nonsignificant——Other490
46ILC2.innate_lymphoid_cell_21.00Nonsignificant——Other20
47MAC.kupffer1.00Nonsignificant1.007.31e-03Other189530
48T.CD4_cytotoxic0.92Nonsignificant0.661.07Other8551,493
49B.germinal_center0.88Nonsignificant0.081.28Other233655
50HPC.haematopoietic_progenitor_cell0.86Nonsignificant——Other211370
51FIB.skin_tenogenic0.82Nonsignificant—0.98Other108227
52EC.heart_remodeling0.80Nonsignificant1.000.00Other5691,594
53EPI.tracheal_basal0.79Nonsignificant0.691.09Other3981,120
54EPI.renal_thick_ascending_limb0.79Nonsignificant0.431.07Other4531,153
55FIB.interstitial0.75Nonsignificant4.71e-061.36Other288940
56FIB.lung_alveolar0.70Nonsignificant—0.84Other615
57SMC.smooth_muscle_cell0.67Nonsignificant——Other20101
58FIB.reticular0.64Nonsignificant0.511.14Other1987
59SKM.type_1_slow0.62Nonsignificant3.24e-311.80Other9232,478
60FIB.tracheal_subepithelial0.59Nonsignificant—0.60Other00
61FIB.skin_papillary0.56Nonsignificant—0.68Other00
62EPI.salivary_mucous_acinar0.52Nonsignificant0.761.05Other6391,189
63EPI.renal_proximal_tubule0.46Nonsignificant0.841.06Other525806
64EPI.esophageal_suprabasal0.43Nonsignificant1.001.00Other158404
65MESO.mesothelial_cell0.43Nonsignificant——Other218
66FIB.hepatic_stellate_cell0.42Nonsignificant—0.49Other64252
67MEL.melanocyte0.41Nonsignificant——Other79242
68FIB.suburothelial0.41Nonsignificant0.851.00Other122432
69EPI.salivary_duct_ion_transport0.40Nonsignificant1.000.95Other511
70FIB.barrier_purinergic0.40Nonsignificant—0.48Other13
71EPI.ectocervical_granular0.40Nonsignificant—0.87Other1123
72FIB.skin_sheath0.39Nonsignificant0.950.93Other49118
73HEP.canalicular_transport0.33Nonsignificant1.000.84Other1,2903,434
74EPI.pancreatic_acinar0.32Nonsignificant0.691.04Other4291,475
75EPI.skin_sebaceous_duct_luminal0.31Nonsignificant1.000.90Other100249
76EPI.ileal_enterocyte_crypt0.29Nonsignificant1.000.89Other67113
77T.CD4_Tfh0.25Nonsignificant1.000.98Other4745
78EPI.skin_keratinocyte_progenitor0.25Nonsignificant—0.54Other03
79EPI.renal_principal_cell0.24Nonsignificant1.000.90Other207403
80T.gamma_delta0.22Nonsignificant1.000.91Other5881,078
81FIB.skin_neurosecretory0.22Nonsignificant—0.08Other00
82FIB.neurolectin_mucosa0.21Nonsignificant1.000.67Other133394
83EPI.ileal_enterocyte_absorptive0.21Nonsignificant1.000.87Other118338
84FIB.perivascular_interface0.21Nonsignificant1.000.64Other00
85T.CD8_Trm0.18Nonsignificant1.000.92Other211346
86EPI.renal_intercalated_cell_type_B0.18Nonsignificant—0.46Other67
87MUSC.muscle_stem_cell0.18Nonsignificant——Other418
88T.CD4_transitional0.18Nonsignificant1.000.90Other48110
89EPI.lung_club_secretory0.18Nonsignificant0.581.18Other514
90EPI.renal_distal_tubule0.16Nonsignificant1.000.91Other133361
91EPI.thymic_medullary0.13Nonsignificant1.000.80Other26133
92T.CD8_transitional0.12Nonsignificant1.000.86Other497932
93EPI.tracheal_suprabasal0.12Nonsignificant1.000.83Other2956
94EPI.skin_sweat_duct_keratinocyte0.12Nonsignificant0.061.32Other146301
95SCHWN.schwann_cell0.09Nonsignificant——Other733
96B.age_associated0.09Nonsignificant0.481.07Other207350
97FIB.adventitial0.08Nonsignificant1.004.01e-03Other2681,447
98ASTRO.astrocyte0.08Nonsignificant——Other2281,111
99EPI.alveolar_type_20.08Nonsignificant1.000.83Other8131,853
100T.CD4_Trm0.07Nonsignificant1.000.82Other176363
101HEP.pericentral_lipoprotein0.07Nonsignificant—0.30Other00
102EPI.intrahepatic_cholangiocyte_defense0.06Nonsignificant—0.00Other813
103T.MAIT0.06Nonsignificant1.000.82Other469855
104PC.IgG_systemic0.05Nonsignificant0.111.17Other4160
105T.CD4_Tem0.05Nonsignificant1.000.79Other365697
106SKM.type_2_fast0.05Nonsignificant1.000.00Other9722,639
107B.naive0.05Nonsignificant0.251.04Other307595
108T.CD4_Treg0.04Nonsignificant1.001.03Other244511
109T.CD8_Tcm0.04Nonsignificant1.000.83Other460926
110EPI.salivary_duct_excretory0.04Nonsignificant1.000.76Other85180
111EPI.skin_follicular_keratinizing0.04Nonsignificant1.000.69Other3081
112PC.IgA_muocsal0.03Nonsignificant0.111.14Other1831
113EPI.endocervical_secretory0.03Nonsignificant—0.01Other00
114EPI.colonic_tuft0.03Nonsignificant—0.14Other724
115IPSC.induced_pluripotent_stem_cell0.03Nonsignificant——Other00
116T.CD4_Th170.03Nonsignificant1.000.71Other421794
117EPI.pancreatic_islet0.03Nonsignificant1.000.76Other52132
118EPI.colonocyte0.03Nonsignificant1.000.84Other294815
119EPI.skin_appendage_keratinocyte0.03Nonsignificant1.000.71Other87222
120OLG.oligodendrocyte0.02Nonsignificant——Other3841,397
121B.memory0.02Nonsignificant1.000.81Other442882
122EPI.pancreatic_ductal_bicarbonate0.02Nonsignificant1.000.75Other131548
123EPI.salivary_myoepithelial0.01Nonsignificant1.000.62Other191714
124EPI.gastric_foveolar0.01Nonsignificant—0.04Other00
125EPI.tracheal_submucosal_gland9.27e-03Nonsignificant—0.00Other00
126T.CD4_Tcm8.52e-03Nonsignificant1.000.62Other494988
127NEU.INH_VIP7.59e-03Nonsignificant0.491.11Other241366
128EPI.salivary_serous_acinar6.55e-03Nonsignificant1.000.65Other233531
129T.CD8_naive6.05e-03Nonsignificant1.000.53Other317708
130EPI.pancreatic_ductal_progenitor4.61e-03Nonsignificant1.000.50Other234873
131EPI.cervical_suprabasal4.16e-03Nonsignificant—0.00Other1450
132EPI.pancreatic_ductal_perivascular4.16e-03Nonsignificant1.000.59Other430
133HEP.periportal_metabolic4.08e-03Nonsignificant1.000.32Other1,7504,427
134EPI.hepatic_ductular_cholangiocyte3.33e-03Nonsignificant1.000.57Other83243
135THYMO.thymocyte3.29e-03Nonsignificant——Other163495
136EPI.thymic_cortical2.36e-03Nonsignificant1.000.77Other442824
137EPI.alveolar_type_12.07e-03Nonsignificant1.000.45Other26101
138T.CD4_naive2.06e-03Nonsignificant1.000.42Other399866
139EPI.skin_keratinocyte_proliferating2.04e-03Nonsignificant1.000.57Other4776
140NEU.EXC_IT1.63e-03Nonsignificant1.001.02Other411192
141EPI.renal_immature_ureteric_bud1.43e-03Nonsignificant1.000.45Other217569
142EPI.lung_multiciliated1.35e-03Nonsignificant1.000.44Other1649
143NEU.EXC_SYT21.29e-03Nonsignificant—0.41Other4077
144EPI.skin_hair_follicle_companion1.05e-03Nonsignificant—0.00Other812
145EPI.skin_interfollicular_spinous9.77e-04Nonsignificant1.000.42Other260563
146EPI.salivary_intercalated_defense5.59e-04Nonsignificant1.000.45Other81161
147NEU.INH_LAMP51.94e-04Nonsignificant1.000.95Other263532
148EPI.intrahepatic_cholangiocyte_transport1.81e-04Nonsignificant—0.00Other1242
149NEU.INH_PVALB5.81e-05Nonsignificant1.000.63Other193183
150NEU.EXC_CT2.06e-05Nonsignificant1.000.57Other362384
151EPI.bile_duct_cholangiocyte6.46e-06Nonsignificant1.000.11Other3760
152NEU.EXC_NTNG13.92e-07Nonsignificant—0.00Other00

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1PLAT.megakaryocytic71.79Significant—0.97—00
2MONO.CD14.platelet_bound45.25Significant1.80e-042.25—964176
3MONO.CD14.remodeling40.57Significant8.47e-162.54—2,373295
4MONO.CD14.APC_like33.11Significant1.000.87Specific1,6862,493
5MONO.CD16.platelet_bound32.78Significant0.031.99Specific372508
6DC.cDC2.monocyte_like31.66Significant0.191.46—1,285791
7MONO.CD14.baseline31.21Significant1.000.67—2,26876
8MONO.CD16.inflammatory28.32Significant6.37e-062.38—1,640168
9DC.cDC2.migratory25.65Significant0.291.31—18539
10MONO.CD16.hepatic_mac_like23.59Significant0.041.72—803117
11MONO.CD16.baseline20.80Significant0.690.94—501
12MONO.CD16.patrolling20.21Significant0.900.63—797216
13MONO.CD14.cord_tolerance18.14Significant1.000.05—864753
14MONO.CD14.repair_M2_like16.75Significant1.000.08Relevant5501,495
15DC.cDC2.adhesion_signaling16.67Significant1.000.86—359
16PLAT.adhesion13.71Significant—0.00Relevant00
17CHOND.activated_fibro_like12.84Significant1.92e-052.34—531188
18DC.cDC2.antiviral12.35Significant1.000.72—10037
19EC.lymphatic.scavenger11.42Significant0.061.83Relevant203257
20DC.cDC2.proliferative11.30Significant—0.00Relevant3971
21CHOND.angiogenic10.16Significant—0.18Relevant00
22EC.venous.remodeling_stalk10.10Significant7.58e-062.28Specific559566
23EC.lymphatic.baseline9.91Significant0.101.67Relevant3872
24EC.lymphatic.tip_migratory9.49Significant0.401.24Relevant2337
25CHOND.remodeling9.30Significant—0.00—50
26CHOND.pro_inflammatory8.80Significant0.900.90Relevant181351
27EC.liver_sinusoidal.stress8.74Significant—1.15—413158
28GRNLSA.p53_damage8.68Significant—0.67—1310
29DC.cDC2.tolerogenic_regulatory8.34Significant1.000.31—444
30EC.lymphatic.valve8.33Significant—0.00Relevant00
31MAC.MDM.complement_resolving8.32Significant0.131.65Relevant440860
32EC.lymphatic.activated7.98Significant0.710.76Relevant4773
33EC.liver_sinusoidal.inflammatory7.79Significant—0.63—223154
34GRNLSA.secretory_remodeling7.68Significant0.441.29—9025
35GRNLSA.lipid_hypoxia7.67Significant0.601.09—280
36GRNLSA.EMT_insulin_signaling7.59Significant0.441.32—4784
37DC.cDC2.pro_inflammatory7.32Significant1.000.19—35
38EC.arterial.angiogenic_tip7.32Significant—0.61—3037
39DC.cDC1.homeostatic_inhibitory7.29Significant—1.21Relevant00
40MAC.MDM.inflammatory_phagocytic7.09Significant0.890.77—19952
41EC.arterial.metabolic6.97Significant0.221.66—195159
42EC.liver_sinusoidal.remodeling_lipotoxicity6.95Significant—0.31—9058
43MAC.resident_repair.antigen_presenting6.92Significant8.51e-031.98Specific244113
44GRNLSA.cholesterol_mevalonate6.89Significant0.441.39—94
45FIB.transitioning.motility_remodelling6.77Significant—0.00Relevant00
46CHOND.articular_collagen6.72Significant0.990.30—551266
47EC.venous.quiescent_homeostatic6.71Significant3.37e-072.37Specific456360
48EC.arterial.ion_pump6.55Significant0.261.62—32
49EC.liver_sinusoidal.secretory_lipoprotein6.49Significant0.491.32—12070
50EC.arterial.mito_contact6.46Significant0.621.24—145
51EC.capillary.angiogenic_tip6.44Significant2.86e-032.17Specific186218
52FIB.transitioning.ISG_primed_interface6.43Significant—0.64Other1780
53DC.pDC.baseline6.39Significant0.471.23Relevant88123
54EC.arterial.arteriole_gas_exchange6.34Significant0.621.08—238131
55EPI.colonic_enteroendocrine.enterochromaffin_serotonin6.25Significant—0.97Relevant00
56EC.arterial.inflammatory5.92Significant0.621.10—6350
57EC.arterial.arteriole_interface5.85Significant0.760.93Other3112
58DC.pDC.immature_metabolic5.83Significant0.471.24Other78124
59EC.capillary.angiocrine5.69Significant0.301.32Other250630
60MAC.resident_iron.heme_recycling5.68Significant—0.58Other3037
61MAC.resident_cardiac.antigen_presenting5.38Nominal0.091.60Other5227
62DC.pDC.poised_migratory5.28Nominal0.780.61Other5495
63GRNLSA.stress_metabolic5.23Nominal—0.00Other12
64MAC.LAM.antimicrobial5.15Nominal0.301.35Other38993
65GRNLSA.chemokine_mechanosensory5.13Nominal1.000.50Other10
66MONO.CD14.inflammatory5.10Nominal1.000.00Other92134
67EC.arterial.elastic5.07Nominal0.970.46Other2245
68MAC.LAM.perivascular_angiocrine5.05Nominal—0.28Other53138
69MAC.MDM.APC_dendritic5.00Nominal0.890.71Other4815
70EC.capillary.postcap_venule4.97Nominal0.241.49Other355261
71EC.capillary.migratory4.86Nominal0.551.22Other181509
72MAC.LAM.inflammatory_APC4.86Nominal0.031.56Other872165
73EC.venous.cardiac_structural4.84Nominal0.051.82Other102229
74EC.liver_sinusoidal.prostanoid4.83Nominal—0.00Other1164
75MAC.resident_iron.APC_iron_sensing4.80Nominal0.251.46Other211114
76HEP.acute_phase.inflammatory4.73Nominal0.021.60Other382649
77MAC.MDM.LAM_like4.71Nominal0.890.47Other1214
78MAC.LAM.anti_inflammatory4.67Nominal0.681.07Other86132
79DC.cDC2.lipid_metabolic4.64Nominal—0.00Other00
80EC.capillary.baseline4.59Nominal1.000.61Other246560
81MAC.resident_cardiac.phagocytic_homeostasis4.57Nominal0.081.69Other5641,221
82MAC.resident_repair.chemokine_angiocrine4.55Nominal0.990.91Other87138
83MAC.resident_iron.heme_catabolism4.46Nominal0.880.94Other3051
84NK.cytokine_lung_immediate_early4.41Nominal6.69e-052.48Other424274
85EC.arterial.homeostatic4.36Nominal0.970.43Other243
86GRNLSA.angiocrine_mechanosensory4.32Nominal—0.00Other00
87HEP.acute_phase.complement_metabolic4.29Nominal2.23e-041.78Other1,4233,464
88EC.capillary.activated4.27Nominal0.721.02Other25
89EC.capillary.inflammatory4.23Nominal1.000.30Other2751
90MAC.resident_repair.lipid_phagocytic4.19Nominal0.990.69Other228604
91EC.liver_sinusoidal.hypoxia_metabolic4.16Nominal0.980.14Other183107
92MAC.microglia_like.phagocytic_redox4.10Nominal—0.52Other00
93DC.cDC1.cross_presenting4.05Nominal—0.00Other00
94MAC.microglia_like.inflammatory_chemokine4.01Nominal—0.34Other2032
95DC.cDC1.activated3.98Nominal—0.00Other00
96EC.capillary.stress3.89Nominal0.960.81Other4436
97MAC.LAM.lipid_phagocytosis3.53Nominal1.000.42Other369328
98HPC.MPP_activated3.35Nominal—1.63Other00
99ADIPO.thermogenic3.26Nominal—0.62Other00
100GRNLSA.proliferative_migratory3.23Nominal1.000.13Other248292
101MAC.resident_repair.ECM_stromal_crosstalk3.14Nominal0.990.19Other95158
102EPI.skin_keratinocyte_basal.spinous_transition3.07Nominal—0.97Other00
103NK.cytokine_quiescent3.01Nominal0.271.50Other6231,062
104DC.cDC1.proliferative2.97Nonsignificant—0.00Other00
105NK.cytokine_tissue_activation2.91Nonsignificant0.401.36Other267450
106NK.cytokine_vascular_patrolling2.85Nonsignificant0.401.26Other86394
107MAC.proliferating.stress2.81Nonsignificant—0.50Other87136
108NK.adaptive_axis_baseline2.78Nonsignificant0.401.26Other1,008153
109NK.adaptive_HLAE_tuned2.77Nonsignificant0.501.19Other1,124189
110NK.cytokine_repair_primed2.77Nonsignificant0.581.18Other26611
111T.CD4_Th2.tissue_adapted2.74Nonsignificant—0.97Other00
112NK.cytokine_axis_baseline2.74Nonsignificant0.401.24Other1,172116
113MAC.resident_cardiac.inflammatory_reparative2.71Nonsignificant0.990.19Other3196
114EC.venous.adipose_lipid2.71Nonsignificant1.000.61Other254476
115HEP.acute_phase.baseline2.69Nonsignificant1.000.52Other94619
116EPI.skin_keratinocyte_basal.transit_amplifying2.67Nonsignificant—0.00Other00
117NK.adaptive_classII_inhibitory2.67Nonsignificant0.681.07Other880154
118NK.cytokine_biosynthetic_primed2.63Nonsignificant0.701.04Other36021
119ADIPO.hypoxia_remodelling2.62Nonsignificant—0.00Other29105
120NK.adaptive_adipose_stress2.61Nonsignificant0.820.95Other37439
121T.CD8_Tem.TEMRA2.61Nonsignificant0.041.55Other9201,088
122T.CD8_Tem.signaling_turnover2.59Nonsignificant0.011.80Other425683
123FIB.transitioning.secretory_procollagen2.56Nonsignificant—0.00Other00
124EC.venous.baseline2.55Nonsignificant1.000.34Other346807
125GRANU.neutrophil.tissue_patrolling2.49Nonsignificant—0.52Other00
126OPC.proliferative_immune_interact2.47Nonsignificant0.141.79Other180373
127T.CD8_Tem.motility_primed2.40Nonsignificant0.571.18Other2694
128FIB.transitioning.matrix_stress2.39Nonsignificant—0.00Other47138
129OPC.homeostatic2.23Nonsignificant0.611.10Other394160
130EC.venous.activated2.23Nonsignificant1.000.44Other247752
131FIB.barrier_secretory.remodeling2.22Nonsignificant—0.38Other00
132HEP.acute_phase.proliferative2.22Nonsignificant—0.00Other46
133MAC.alveolar.capillary_interacting2.18Nonsignificant0.211.62Other113181
134EPI.ileal_goblet.baseline2.18Nonsignificant0.032.23Other162
135OPC.premyelinating2.16Nonsignificant0.740.72Other18512
136ASPC.stem_like_progenitor2.16Nonsignificant0.011.84Other300842
137MAC.resident_repair.stress_iron2.15Nonsignificant0.990.22Other4897
138MAC.LAM.lipid_opsonization2.14Nonsignificant1.000.11Other4514
139EPI.ileal_bile_transport.absorptive_xenobiotic2.11Nonsignificant0.121.82Other1112
140NK.adaptive_biosynthetic_primed2.08Nonsignificant1.000.50Other244405
141GRANU.neutrophil.antiviral_endotoxin2.05Nonsignificant—0.64Other00
142T.CD8_Tem.stress_adapted2.05Nonsignificant0.890.88Other607520
143ASPC.inflammatory2.02Nonsignificant0.181.49Other2161
144DC.mig.baseline2.01Nonsignificant—0.00Other10
145ASPC.baseline2.00Nonsignificant4.14e-051.73Other363170
146T.CD8_Tem.baseline2.00Nonsignificant0.890.85Other458356
147EPI.extrahepatic_cholangiocyte.barrier_interface1.91Nonsignificant—0.00Other00
148EPI.ileal_goblet.stress_metallothionein1.90Nonsignificant—0.03Other411
149MAC.alveolar.inflammatory1.88Nonsignificant0.101.94Other208312
150CM.oxidative_phospho1.83Nonsignificant0.031.62Other266792
151ADIPO.immature1.82Nonsignificant—0.00Other2440
152MAC.kupffer.monocyte_like1.80Nonsignificant—0.92Other00
153EPI.renal_intercalated_cell_type_A.acid_secretion1.76Nonsignificant0.301.23Other126
154ASPC.mesothelial_like1.76Nonsignificant0.012.02Other143486
155ASPC.adipocyte_capillary_interface1.75Nonsignificant0.950.95Other2154
156EPI.extrahepatic_cholangiocyte.mucin_secretory1.74Nonsignificant—0.00Other00
157PERI.angiocrine1.73Nonsignificant8.39e-041.94Other93102
158EPI.ileal_bile_transport.detox_transcytosis1.73Nonsignificant—0.00Other01
159CM.contractile_oxphos1.71Nonsignificant0.761.10Other619
160EPI.ileal_goblet.inflammatory_mucin1.69Nonsignificant0.620.82Other69
161MAC.proliferating.DNA_replication1.67Nonsignificant0.800.70Other36
162B.germinal_center.LZ_survival1.67Nonsignificant—1.47Other00
163ASPC.preadipocyte_lipid_primed1.66Nonsignificant0.621.10Other331129
164EC.heart_remodeling.remodeling_secretory1.65Nonsignificant3.49e-041.54Other6051,341
165EPI.skin_keratinocyte_basal.basement_anchoring1.65Nonsignificant—0.00Other00
166EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit1.63Nonsignificant—0.59Other00
167MAC.kupffer.fibrogenic1.62Nonsignificant—0.80Other00
168EPI.esophageal_basal.junctional_barrier1.62Nonsignificant—1.01Other00
169DC.cDC1.baseline1.61Nonsignificant—0.00Other00
170ASPC.remodeling1.60Nonsignificant1.000.74Other106354
171EPI.renal_thick_ascending_limb.cation_flux1.57Nonsignificant0.261.35Other5795
172EPI.ileal_enterocyte_crypt.villus_transition1.55Nonsignificant—1.67Other710
173EPI.colonic_enteroendocrine.Lcell_peptide1.54Nonsignificant—0.00Other00
174MAC.kupffer.tolerogenic1.53Nonsignificant—0.71Other4549
175EPI.esophageal_suprabasal.proliferative_G2M1.52Nonsignificant—1.35Other00
176ASPC.proliferative1.51Nonsignificant0.950.91Other3385
177ASPC.activated1.48Nonsignificant1.000.55Other164162
178CM.sarcomere_actin_interface1.47Nonsignificant0.181.35Other45078
179FIB.barrier_secretory.homeostasis1.46Nonsignificant—0.00Other00
180NK.adaptive_immature_precursor1.46Nonsignificant1.000.17Other358111
181MG.phagocytic_APC1.45Nonsignificant6.60e-032.01Other258
182CM.mito_proteostasis1.42Nonsignificant0.221.32Other32929
183FIB.interstitial.stress_secretory1.39Nonsignificant0.081.60Other9256
184CM.anti_inflammatory1.39Nonsignificant0.451.19Other4241,503
185EC.heart_remodeling.capillary_metabolic1.36Nonsignificant0.441.27Other54414
186ASPC.secretory1.35Nonsignificant1.000.31Other765
187EPI.skin_hair_follicle_bulge.quiescent1.35Nonsignificant0.141.54Other5669
188FIB.interstitial.lipid_matrix1.35Nonsignificant8.02e-081.96Other258191
189T.CD4_cytotoxic.terminal_effector1.34Nonsignificant0.071.56Other28621
190GRANU.neutrophil.primed_degranulation1.34Nonsignificant—0.00Other00
191GRANU.MAST.activated_repair1.31Nonsignificant—0.24Other01
192MAC.alveolar.biosynthetic_sterol_heme1.31Nonsignificant0.960.22Other34740
193EPI.renal_thick_ascending_limb.salt_sensing1.29Nonsignificant0.191.52Other73103
194HPC.GMP_inflammatory1.28Nonsignificant0.721.25Other2010
195PERI.inflammatory1.27Nonsignificant1.000.74Other4077
196ILC2.quiescent1.27Nonsignificant—0.35Other00
197MAC.alveolar.stress_metabolic1.25Nonsignificant0.960.39Other116148
198MAC.resident_iron.stress_tolerogenic1.25Nonsignificant—0.00Other00
199EPI.pancreatic_ductal_mucinous.proliferative_gastric_like1.25Nonsignificant—0.00Other00
200T.CD8_Tem.early_helper_like1.24Nonsignificant1.000.17Other445755
201GRANU.MAST.resting_granule1.22Nonsignificant—0.09Other00
202EPI.esophageal_suprabasal.basal_transitional1.21Nonsignificant0.481.18Other4467
203EPI.pancreatic_ductal_mucinous.remodeling_channel_rich1.19Nonsignificant—0.10Other00
204CM.translation_boost_RPL1.19Nonsignificant0.960.93Other1291
205MAC.alveolar.lipid_autophagy1.19Nonsignificant—0.00Other3544
206NK.adaptive_terminal_cytotoxic1.18Nonsignificant1.000.04Other485802
207ASPC.niche_keeping_progenitor1.18Nonsignificant1.000.28Other52219
208EPI.ectocervical_granular.inflammatory1.17Nonsignificant—1.15Other00
209B.germinal_center.LZ_memory_precursor1.16Nonsignificant—0.79Other00
210PERI.cardiac_skeletal1.15Nonsignificant0.811.05Other313630
211EPI.pancreatic_ductal_mucinous.mucin_rich_barrier1.11Nonsignificant0.850.52Other4491,034
212MAC.resident_iron.redox_metabolic1.11Nonsignificant1.000.08Other44
213EPI.esophageal_basal.activated_progenitor1.09Nonsignificant1.000.00Other10
214B.germinal_center.LZ_selection1.08Nonsignificant—0.18Other00
215MAC.alveolar.scavenging_endocytic1.08Nonsignificant—0.00Other140283
216EPI.skin_hair_follicle_bulge.niche_crosstalk1.06Nonsignificant—0.00Other2988
217CM.translation_boost_RPS1.04Nonsignificant1.000.73Other6916
218CM.baseline1.03Nonsignificant1.000.34Other3930
219MAC.kupffer.stress1.01Nonsignificant0.840.69Other93
220GRANU.MAST.activated_acute1.00Nonsignificant—0.00Other00
221EPI.ileal_goblet.immature0.99Nonsignificant—0.00Other00
222FIB.reticular.stress_metallothionein0.96Nonsignificant—0.41Other332
223MG.baseline0.96Nonsignificant0.930.53Other165
224NK.immature_bridge0.96Nonsignificant1.000.00Other117122
225EPI.skin_sweat_duct_keratinocyte.barrier0.95Nonsignificant—1.52Other00
226HEP.acute_phase.stress_secretory0.95Nonsignificant1.000.07Other263
227CM.osmoprotection0.94Nonsignificant1.000.50Other3457
228SMC.metabolic0.93Nonsignificant0.101.41Other1440
229SKM.type_1_slow.oxidative0.93Nonsignificant7.38e-062.28Other802251
230T.CD4_cytotoxic.NK_adapted0.90Nonsignificant1.000.72Other8233
231EPI.renal_thick_ascending_limb.canonical_salt_transporter0.89Nonsignificant0.391.18Other322317
232EPI.tracheal_basal.homeostatic_progenitor0.88Nonsignificant0.081.75Other28574
233EPI.esophageal_suprabasal.proliferative_S0.88Nonsignificant—0.99Other2641
234MESO.secretory_structural0.88Nonsignificant—0.76Other00
235EPI.lung_club_secretory.inflammatory0.88Nonsignificant—1.47Other00
236EC.heart_remodeling.angiocrine0.86Nonsignificant1.000.98Other182525
237ILC2.activated0.85Nonsignificant—0.00Other00
238ILC2.migratory0.84Nonsignificant—0.23Other00
239HEP.acute_phase.complement_antiviral0.83Nonsignificant1.000.02Other377751
240FIB.skin_tenogenic.baseline0.82Nonsignificant—0.00Other02
241EPI.ectocervical_granular.secretory_apocrine0.82Nonsignificant—0.32Other00
242HPC.MPP_IEG0.81Nonsignificant0.721.00Other4546
243FIB.reticular.immune_interface0.80Nonsignificant—0.42Other16
244MG.expanding0.80Nonsignificant0.701.03Other21
245NK.cytokine_tissue_resident0.78Nonsignificant1.000.07Other7482
246FIB.reticular.ECM_builder0.78Nonsignificant—0.18Other00
247FIB.lung_alveolar.mito_secretory0.76Nonsignificant—0.48Other00
248EPI.pancreatic_acinar.metabolic_onecarbon0.75Nonsignificant7.72e-041.35Other287328
249PERI.baseline0.72Nonsignificant1.000.15Other3966
250SMC.activated0.70Nonsignificant0.980.81Other25
251HPC.GMP_granulocytic0.70Nonsignificant—0.00Other33
252T.CD4_cytotoxic.activated0.69Nonsignificant1.000.62Other31
253HEP.canalicular_transport.inflammatory0.68Nonsignificant1.47e-041.22Other1,335194
254FIB.interstitial.mesenchymal_APC0.67Nonsignificant1.000.79Other8133
255EPI.tracheal_basal.activated_stress0.66Nonsignificant0.910.45Other320
256T.CD4_cytotoxic.baseline0.64Nonsignificant1.000.60Other00
257EPI.renal_principal_cell.inflammatory0.63Nonsignificant0.871.21Other74157
258CM.mechano_activated0.63Nonsignificant1.000.20Other205134
259MEL.mature_oxidative_traffic0.63Nonsignificant0.031.52Other247285
260FIB.lung_alveolar.stress_interacting0.62Nonsignificant—0.00Other00
261FIB.tracheal_subepithelial.baseline0.59Nonsignificant—0.00Other00
262EPI.renal_intercalated_cell_type_A.PC_transitional0.58Nonsignificant—0.00Other203407
263MAC.microglia_like.patrolling_adhesive0.57Nonsignificant—0.00Other00
264SKM.type_1_slow.contractile0.57Nonsignificant0.890.91Other5968
265FIB.skin_papillary.baseline0.56Nonsignificant—0.00Other00
266MESO.antiviral0.56Nonsignificant—0.03Other38
267FIB.skin_sheath.neuro_vascular_interface0.55Nonsignificant—1.03Other00
268HPC.MEP0.55Nonsignificant0.720.99Other5991,195
269EPI.esophageal_suprabasal.proliferative_exit0.55Nonsignificant—0.85Other00
270T.CD4_Tfh.effector_migratory0.53Nonsignificant0.671.09Other12257
271EC.heart_remodeling.activated_acute0.53Nonsignificant1.000.74Other102186
272EPI.salivary_mucous_acinar.baseline0.52Nonsignificant——Other394683
273FIB.interstitial.immune_interact0.52Nonsignificant1.000.47Other121
274HPC.CLP_B_primed0.50Nonsignificant—0.00Other00
275FIB.suburothelial.urothelial_interface0.50Nonsignificant1.90e-032.73Other98
276T.CD4_Tfh.suppression_exhaustion0.50Nonsignificant0.671.10Other02
277EPI.renal_proximal_tubule.onecarbon_peroxisome0.50Nonsignificant0.022.18Other5889
278HEP.acute_phase.hypoxia_lipid0.49Nonsignificant—0.00Other00
279EPI.skin_sebaceous_duct_luminal.ECM_remodelling0.48Nonsignificant0.241.47Other29
280MEL.dedifferentiated_migratory0.48Nonsignificant—0.06Other00
281FIB.barrier_purinergic.lipid_secretory0.47Nonsignificant—0.48Other00
282EPI.pancreatic_acinar.adhesion_remodeling0.47Nonsignificant0.790.98Other210784
283FIB.interstitial.mesenchymal_regulator0.46Nonsignificant1.000.52Other44
284FIB.hepatic_stellate_cell.inflammatory0.45Nonsignificant—0.32Other00
285FIB.hepatic_stellate_cell.fibrogenic0.44Nonsignificant—0.42Other00
286EPI.ileal_enterocyte_crypt.bile_transport0.44Nonsignificant0.321.33Other20
287ADIPO.inflammatory0.43Nonsignificant—0.00Other00
288HEP.canalicular_transport.sterol_lipid_biosynthesis0.43Nonsignificant—0.30Other1020
289T.gamma_delta.cytotoxic_effector0.42Nonsignificant2.10e-031.49Other349109
290EPI.renal_proximal_tubule.detox_antioxidant0.42Nonsignificant0.610.85Other39477
291MESO.activated_migratory0.42Nonsignificant—0.20Other00
292EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro0.41Nonsignificant—0.69Other00
293EPI.salivary_duct_ion_transport.baseline0.40Nonsignificant——Other00
294T.CD4_Th2.precursor0.40Nonsignificant—0.00Other00
295SMC.contractile0.40Nonsignificant0.980.52Other80588
296EPI.ileal_enterocyte_absorptive.villus_tip0.39Nonsignificant1.33e-081.83Other43
297FIB.reticular.stromal_niche0.38Nonsignificant0.840.65Other00
298FIB.suburothelial.contractile_myofibroblast0.38Nonsignificant—0.00Other90
299EPI.renal_thick_ascending_limb.remodeling0.37Nonsignificant1.000.38Other15292
300B.germinal_center.DZ_S_phase0.36Nonsignificant—0.00Other00
301FIB.suburothelial.inflammatory_prostanoid0.36Nonsignificant—0.00Other00
302ASTRO.A1_reactive0.36Nonsignificant6.80e-031.23Other433394
303FIB.hepatic_stellate_cell.contractile0.36Nonsignificant—0.00Other00
304HPC.LMPP0.36Nonsignificant0.890.65Other6531
305EPI.renal_principal_cell.activated_acute0.35Nonsignificant0.941.00Other2959
306B.germinal_center.DZ_M_phase0.35Nonsignificant—0.00Other00
307FIB.skin_sheath.ECM_immune0.35Nonsignificant—6.94e-17Other00
308T.CD4_transitional.primed_cytotoxic0.35Nonsignificant0.611.12Other2830
309MEL.secretory_quiescent0.34Nonsignificant0.940.90Other1913
310EPI.renal_distal_tubule.repair0.33Nonsignificant—0.00Other34102
311FIB.interstitial.remodeling0.33Nonsignificant1.000.09Other319
312MESO.baseline0.33Nonsignificant0.680.86Other06
313EPI.skin_sebaceous_duct_luminal.immune_interface0.33Nonsignificant—0.09Other00
314T.CD8_Tcm.NK_like0.33Nonsignificant2.04e-091.32Other334581
315T.CD4_transitional.tissue_enagement0.33Nonsignificant0.611.13Other511
316FIB.neurolectin_mucosa.nerve_interface0.33Nonsignificant—1.04Other40
317FIB.suburothelial.homeostasis_matrix0.32Nonsignificant1.000.00Other258921
318FIB.barrier_purinergic.stress_GF_binding0.31Nonsignificant—0.00Other00
319T.CD8_Trm.dendritic_recruiter0.31Nonsignificant0.501.24Other4785
320EPI.skin_keratinocyte_progenitor.activated_stress0.30Nonsignificant—0.38Other00
321MEL.neurotrophic_migratory0.30Nonsignificant—0.04Other00
322IPSC.neuroendocrine_primed0.29Nonsignificant—1.77Other00
323SKM.type_1_slow.glycolytic0.29Nonsignificant1.000.00Other362647
324EPI.pancreatic_acinar.quiet_dedifferentiation0.28Nonsignificant7.72e-041.43Other142171
325FIB.skin_sheath.stress_chaperone0.28Nonsignificant—0.00Other00
326IPSC.midbrain_primed0.26Nonsignificant0.601.06Other00
327T.CD4_Treg.tissue_effector0.25Nonsignificant0.611.12Other1613
328T.CD8_transitional.effector_primed0.25Nonsignificant0.021.21Other435151
329EPI.colonocyte.distal_absorptive0.25Nonsignificant—1.87Other00
330FIB.perivascular_interface.lipid_shuttle0.24Nonsignificant—0.30Other51170
331T.CD8_Trm.inflammatory0.24Nonsignificant0.501.14Other124176
332EPI.thymic_medullary.proliferative_APC0.23Nonsignificant—0.60Other00
333MAC.kupffer.inflammatory0.22Nonsignificant—0.00Other74
334FIB.perivascular_interface.vasomotor_tone0.22Nonsignificant—0.17Other00
335FIB.skin_neurosecretory.baseline0.22Nonsignificant—0.00Other00
336SCHWN.reactive_inflammatory0.21Nonsignificant—0.85Other00
337T.CD8_transitional.Trm_primed0.21Nonsignificant0.321.12Other10815
338MUSC.activated_migratory0.21Nonsignificant0.181.63Other67
339IPSC.neural_primed0.21Nonsignificant0.051.08Other00
340HEP.canalicular_transport.injury_stress0.21Nonsignificant0.311.08Other28924
341EPI.renal_principal_cell.intercalated_like0.20Nonsignificant0.941.06Other6366
342EPI.colonocyte.ionocyte_BEST40.20Nonsignificant0.891.31Other103188
343MUSC.quiescent_reservoir0.20Nonsignificant0.351.25Other28
344EPI.tracheal_suprabasal.transitional_wound0.20Nonsignificant—0.60Other161
345EPI.renal_distal_tubule.stress0.20Nonsignificant—0.18Other00
346FIB.neurolectin_mucosa.axon_responsive0.20Nonsignificant0.851.04Other1010
347SCHWN.translation_boost0.20Nonsignificant—0.58Other81
348MEL.stress_glucocorticoid0.20Nonsignificant0.940.52Other1134
349FIB.neurolectin_mucosa.inflammatory0.19Nonsignificant0.850.47Other52110
350FIB.adventitial.PI16_matrix0.19Nonsignificant2.89e-041.53Other7090
351T.gamma_delta.early_effector0.19Nonsignificant1.000.83Other890
352EPI.pancreatic_acinar.stress0.18Nonsignificant0.411.10Other2828
353EPI.salivary_serous_acinar.seromucous_like0.18Nonsignificant—2.30Other00
354EPI.ectocervical_granular.immune_interact0.18Nonsignificant—0.00Other00
355EPI.renal_intercalated_cell_type_B.baseline0.18Nonsignificant—0.00Other31
356MUSC.baseline0.18Nonsignificant0.341.36Other00
357T.CD8_Trm.homeostatic0.18Nonsignificant1.000.86Other425
358B.naive.restrained0.17Nonsignificant1.45e-041.24Other183353
359EC.heart_remodeling.translation_boost0.17Nonsignificant—0.00Other00
360T.CD8_Trm.cytotoxic0.16Nonsignificant0.691.04Other16585
361FIB.perivascular_interface.vascular_BM_remodelling0.16Nonsignificant—0.00Other00
362B.memory.preactivated0.16Nonsignificant5.84e-031.23Other173174
363HEP.canalicular_transport.pericentral_like_hypoxia0.15Nonsignificant1.000.93Other3268
364FIB.neurolectin_mucosa.remodeling_repair0.15Nonsignificant—0.00Other42
365T.CD8_transitional.stress0.15Nonsignificant—0.30Other2434
366EPI.skin_sebaceous_duct_luminal.detox_repair0.14Nonsignificant1.000.00Other13794
367T.CD4_transitional.primed_helper_effector0.14Nonsignificant0.910.86Other1943
368EPI.ectocervical_granular.proliferative_basal0.14Nonsignificant—0.00Other00
369EPI.ileal_enterocyte_crypt.secretory_precursor0.14Nonsignificant—0.04Other00
370EPI.thymic_medullary.stress_APC0.14Nonsignificant0.631.09Other24
371EC.heart_remodeling.remodeling_stalk0.13Nonsignificant1.000.43Other33111
372EPI.thymic_medullary.canonical_alarmin0.13Nonsignificant0.630.95Other817
373EPI.renal_thick_ascending_limb.barrier_repair0.13Nonsignificant1.000.15Other141284
374PC.IgG_systemic.secretory0.13Nonsignificant0.531.26Other00
375T.CD4_Trm.baseline0.12Nonsignificant0.641.11Other3121
376MUSC.early_activation0.12Nonsignificant0.900.42Other432
377T.CD4_transitional.baseline0.12Nonsignificant0.910.81Other5997
378T.CD4_Trm.activated0.12Nonsignificant0.641.14Other3226
379T.CD4_cytotoxic.precursor0.12Nonsignificant1.000.00Other15667
380EPI.alveolar_type_2.stress_response0.12Nonsignificant0.021.37Other6751,562
381B.age_associated.activated0.12Nonsignificant—0.44Other1822
382EPI.intrahepatic_cholangiocyte_defense.secretory_barrier0.12Nonsignificant—0.73Other00
383EPI.alveolar_type_2.baseline_surfactant0.11Nonsignificant0.571.06Other649
384T.CD4_Tfh.canonical_GC_helper0.11Nonsignificant1.000.86Other12
385EPI.skin_keratinocyte_progenitor.quiescent_stem_like0.11Nonsignificant—0.00Other00
386FIB.adventitial.complement_angiocrine0.11Nonsignificant0.721.11Other153684
387EPI.ileal_enterocyte_crypt.baseline0.11Nonsignificant0.960.51Other116
388ASTRO.A2_reactive0.10Nonsignificant1.001.14Other1037
389EPI.endocervical_secretory.squamous_barrier0.10Nonsignificant—0.67Other00
390T.CD4_Trm.cytotoxic_effector0.10Nonsignificant0.641.17Other11877
391EPI.ileal_enterocyte_crypt.proliferative_S0.09Nonsignificant0.960.65Other42
392T.CD4_transitional.APC_interacting0.09Nonsignificant0.611.09Other1014
393EPI.esophageal_suprabasal.differentiating_keratin0.09Nonsignificant1.000.00Other13161
394EPI.thymic_medullary.hormone_xeno_barrier0.09Nonsignificant—0.00Other08
395HEP.canalicular_transport.secretory_ERAD_UPR0.09Nonsignificant1.000.79Other23228
396T.CD4_Tem.cytotoxic_effector0.09Nonsignificant0.401.18Other225398
397T.MAIT.vesicle0.09Nonsignificant0.351.44Other3765
398B.age_associated.migratory0.09Nonsignificant0.730.81Other22
399EPI.pancreatic_ductal_bicarbonate.barrier_mucin0.08Nonsignificant0.681.17Other219533
400HEP.pericentral_lipoprotein.ApoB_coagulation0.08Nonsignificant—0.67Other00
401OLG.regulatory_activated0.08Nonsignificant0.301.12Other196614
402B.age_associated.naive_transitional0.07Nonsignificant—0.00Other00
403EPI.salivary_myoepithelial.contractile_repair0.07Nonsignificant—1.55Other39
404EPI.skin_follicular_keratinizing.root_infundibulum0.07Nonsignificant—0.76Other00
405T.CD4_Tem.inflammatory0.07Nonsignificant0.481.10Other286
406FIB.adventitial.adhesion_lipid0.07Nonsignificant1.000.95Other58209
407T.MAIT.MAPK_brake0.06Nonsignificant0.531.14Other4466
408T.CD8_Trm.muscosal_Tc170.06Nonsignificant1.000.49Other1938
409EPI.salivary_duct_excretory.baseline0.06Nonsignificant0.111.20Other2357
410T.gamma_delta.central_memory0.06Nonsignificant1.000.17Other460919
411HEP.pericentral_lipoprotein.UPR_redox0.06Nonsignificant—0.00Other00
412T.MAIT.migratory0.06Nonsignificant0.421.28Other101
413ASTRO.hypoxia_angiogenic0.06Nonsignificant1.001.17Other518
414EPI.pancreatic_islet.alpha0.05Nonsignificant—0.38Other152330
415SKM.type_2_fast.oxidative_IIa0.05Nonsignificant0.491.11Other94656
416FIB.adventitial.mito_secretory0.05Nonsignificant1.000.79Other217
417T.MAIT.early_activation0.05Nonsignificant0.770.94Other574
418T.MAIT.quiescent0.05Nonsignificant0.900.67Other1005
419T.MAIT.cytotoxic0.05Nonsignificant0.770.91Other5215
420B.naive.activated0.05Nonsignificant1.000.92Other77127
421EPI.renal_principal_cell.canonical_vasopressin0.05Nonsignificant0.990.60Other20
422EPI.colonic_tuft.activated0.05Nonsignificant—0.73Other00
423FIB.adventitial.mechano_chemo_sensing0.05Nonsignificant1.000.68Other135524
424OLG.regulatory0.05Nonsignificant0.021.15Other35373
425B.naive.antigen_presenting_ready0.05Nonsignificant1.000.98Other4873
426EPI.renal_distal_tubule.immune_modulatory0.05Nonsignificant—0.40Other00
427T.CD4_Trm.metal_stress0.05Nonsignificant0.731.04Other3458
428SKM.type_2_fast.glycolytic_IIx_IIb0.05Nonsignificant0.491.01Other5651,482
429EPI.pancreatic_ductal_progenitor.ADM_like0.05Nonsignificant—1.79Other00
430NEU.INH_VIP.enkephalinergic0.05Nonsignificant—1.42Other00
431PC.IgA_muocsal.baseline0.05Nonsignificant0.791.05Other35
432NEU.INH_VIP.matrix0.04Nonsignificant—1.49Other2477
433T.CD8_transitional.early0.04Nonsignificant1.000.82Other32755
434T.CD8_transitional.APC_like0.04Nonsignificant1.000.65Other20562
435PC.IgG_systemic.interacting0.04Nonsignificant0.531.30Other00
436PC.IgA_muocsal.migratory0.04Nonsignificant0.791.03Other41
437T.CD4_Th17.baseline0.04Nonsignificant0.741.02Other515
438EPI.pancreatic_acinar.inflammatory_regenerative0.03Nonsignificant1.000.72Other25113
439EPI.ileal_enterocyte_absorptive.brush_border0.03Nonsignificant1.000.00Other5801,717
440MESO.activated_stress0.03Nonsignificant—0.00Other00
441B.naive.proteostasis0.03Nonsignificant1.000.95Other4969
442HEP.canalicular_transport.baseline0.03Nonsignificant1.000.77Other199477
443EPI.skin_appendage_keratinocyte.ductal_barrier_detox0.03Nonsignificant0.620.97Other3334
444FIB.adventitial.inflammatory_activated0.03Nonsignificant1.000.78Other100473
445EPI.skin_appendage_keratinocyte.ductal_immune_interacting0.03Nonsignificant0.620.92Other716
446T.CD4_Trm.helper_like0.03Nonsignificant1.000.80Other84147
447T.CD4_Tem.long_term_memory0.03Nonsignificant0.990.72Other314587
448IPSC.endoderm_primed0.03Nonsignificant1.001.00Other00
449IPSC.stress0.03Nonsignificant1.000.95Other00
450PC.IgA_muocsal.activated0.03Nonsignificant0.820.95Other178
451EPI.skin_follicular_keratinizing.transit_amplifying0.03Nonsignificant—0.00Other2149
452T.CD8_Tcm.effector_bias0.03Nonsignificant0.991.00Other199329
453FIB.adventitial.baseline0.03Nonsignificant1.000.35Other157278
454EPI.ileal_enterocyte_crypt.proliferative_G2M0.03Nonsignificant—0.00Other1954
455EPI.renal_distal_tubule.ion_transport0.03Nonsignificant—0.13Other00
456EPI.skin_follicular_keratinizing.upper_infundibulum0.03Nonsignificant—0.00Other82
457EPI.hepatic_ductular_cholangiocyte.acute_phase_complement0.03Nonsignificant—1.59Other00
458OLG.stress0.02Nonsignificant0.301.07Other2328
459T.CD4_Th17.cytotoxic0.02Nonsignificant0.741.05Other332123
460THYMO.DN_preTCR0.02Nonsignificant0.201.16Other4171
461T.CD4_Tcm.tissue_homing0.02Nonsignificant0.521.09Other7846
462MAC.kupffer.metabolic0.02Nonsignificant—0.00Other2536
463IPSC.mesenchymal_primed0.02Nonsignificant1.000.99Other00
464EPI.skin_appendage_keratinocyte.transit_amplifying0.02Nonsignificant—0.00Other109358
465ASTRO.immature_lipid0.02Nonsignificant1.000.89Other23113
466PC.IgA_muocsal.plasmablast0.02Nonsignificant0.820.84Other54
467T.CD4_Tcm.Th2_like0.02Nonsignificant0.461.19Other2355
468T.CD8_naive.mito_proteostasis0.02Nonsignificant0.741.22Other428100
469ASTRO.synaptic_interaction0.02Nonsignificant1.000.79Other76334
470T.CD4_Tcm.Tfh_like0.02Nonsignificant0.461.12Other102214
471T.CD4_Treg.APC_interactive0.02Nonsignificant0.990.89Other11828
472B.naive.metabolic0.02Nonsignificant1.000.79Other5079
473T.CD4_Tcm.regulatory_poised0.02Nonsignificant0.461.17Other23
474EPI.salivary_myoepithelial.baseline0.02Nonsignificant0.981.02Other42141
475HEP.canalicular_transport.ductular_like_transition0.02Nonsignificant1.000.65Other40087
476IPSC.mesendo_primed0.02Nonsignificant0.011.08Other00
477T.CD4_naive.activated_stress0.02Nonsignificant0.791.27Other339429
478T.CD4_Th17.migratory0.02Nonsignificant0.820.76Other1323
479T.CD4_Tem.transitional_CM0.01Nonsignificant0.990.75Other3120
480T.CD4_Tcm.effector_like0.01Nonsignificant0.671.05Other293533
481HEP.periportal_metabolic.xenobiotic_detox0.01Nonsignificant0.071.14Other1,440139
482EPI.gastric_foveolar.baseline0.01Nonsignificant—0.00Other00
483PC.IgG_systemic.stress0.01Nonsignificant—0.58Other15
484T.CD4_Tcm.DC_interact0.01Nonsignificant0.271.18Other7232
485EPI.tracheal_submucosal_gland.acinar_serous0.01Nonsignificant—0.42Other00
486T.CD4_Trm.stress_adaptive0.01Nonsignificant1.000.77Other822
487T.CD8_naive.splicing_enriched0.01Nonsignificant0.741.07Other12016
488B.naive.baseline0.01Nonsignificant1.000.88Other1013
489EPI.colonic_tuft.homeostatic0.01Nonsignificant—0.00Other00
490OLG.myelinating_mature0.01Nonsignificant1.000.74Other36394
491EPI.skin_hair_follicle_bulge.anagen_growth0.01Nonsignificant—0.00Other00
492B.naive.purinergic0.01Nonsignificant1.000.64Other384820
493NEU.INH_VIP.cannabinoid0.01Nonsignificant—0.64Other00
494B.memory.migratory9.28e-03Nonsignificant1.000.91Other123208
495EPI.pancreatic_islet.beta9.04e-03Nonsignificant0.900.67Other4257
496EPI.thymic_cortical.secretory_remodeling8.89e-03Nonsignificant—0.78Other41
497EPI.alveolar_type_1.activated8.59e-03Nonsignificant—1.64Other00
498THYMO.proliferative_S8.51e-03Nonsignificant0.451.11Other163418
499T.CD8_naive.nfkb_related8.32e-03Nonsignificant0.741.27Other10
500EPI.skin_interfollicular_spinous.stress_oxidative8.28e-03Nonsignificant—1.54Other00
501ASTRO.stress_acute8.28e-03Nonsignificant1.001.02Other6056
502EC.heart_remodeling.perivascular8.12e-03Nonsignificant1.000.14Other124408
503EPI.skin_keratinocyte_proliferating.detox_repair7.92e-03Nonsignificant—0.73Other00
504T.CD8_Tcm.helper_like7.89e-03Nonsignificant0.990.68Other81159
505EPI.renal_principal_cell.injury_repair7.73e-03Nonsignificant0.990.31Other269
506EPI.tracheal_suprabasal.secretory_immune7.71e-03Nonsignificant—0.00Other00
507B.naive.remodeling7.69e-03Nonsignificant1.000.77Other135230
508IPSC.proliferative7.62e-03Nonsignificant4.98e-131.17Other00
509NEU.EXC_IT.structural7.15e-03Nonsignificant0.171.20Other17141
510T.CD4_Tfh.precursor_migratory7.02e-03Nonsignificant1.000.30Other7227
511NEU.INH_VIP.regulatory_remodeling7.00e-03Nonsignificant—0.29Other61
512ASTRO.stress_mito6.92e-03Nonsignificant1.000.79Other47110
513EPI.salivary_myoepithelial.junctional_transport6.84e-03Nonsignificant0.980.70Other66121
514B.memory.activated6.55e-03Nonsignificant1.000.85Other10529
515EPI.colonic_enteroendocrine.progenitor6.40e-03Nonsignificant—0.00Other00
516EPI.tracheal_submucosal_gland.ductal_luminal6.37e-03Nonsignificant—0.00Other00
517ASTRO.homeostatic6.31e-03Nonsignificant1.000.58Other200431
518T.CD8_naive.cytokine_dampened6.30e-03Nonsignificant0.741.08Other714
519T.CD4_Tcm.stress6.26e-03Nonsignificant0.461.18Other511
520T.CD4_Tcm.migratory_cilium6.18e-03Nonsignificant0.461.14Other510
521T.CD4_naive.homeostatic6.09e-03Nonsignificant0.791.10Other215108
522EPI.salivary_myoepithelial.activated5.82e-03Nonsignificant0.980.37Other85281
523OLG.vesicle_trafficking5.50e-03Nonsignificant1.000.89Other12410
524T.MAIT.stress5.46e-03Nonsignificant—0.00Other00
525EPI.pancreatic_ductal_perivascular.protective_antioxidant5.42e-03Nonsignificant—0.38Other1169
526EPI.cervical_suprabasal.secretory_vesicle5.04e-03Nonsignificant—0.42Other00
527HEP.periportal_metabolic.acute_phase_barrier4.83e-03Nonsignificant0.961.01Other533138
528T.CD8_Tcm.baseline4.33e-03Nonsignificant0.990.67Other9089
529T.CD4_Trm.central_like4.08e-03Nonsignificant1.000.45Other3831
530EPI.pancreatic_ductal_bicarbonate.inflammatory3.98e-03Nonsignificant0.821.14Other1432
531EPI.colonocyte.proximal_transport3.94e-03Nonsignificant0.960.87Other2412
532T.CD4_Tcm.crosstalk_myeloid3.86e-03Nonsignificant0.860.94Other54
533EPI.pancreatic_islet.delta3.67e-03Nonsignificant—0.39Other00
534EPI.lung_club_secretory.ciliogenesis_axoneme3.56e-03Nonsignificant—0.00Other00
535HEP.periportal_metabolic.canonical_urea_cycle3.52e-03Nonsignificant0.961.01Other1,464269
536EPI.salivary_serous_acinar.secretory_active3.47e-03Nonsignificant0.980.80Other24269
537EPI.pancreatic_ductal_perivascular.baseline3.35e-03Nonsignificant0.610.94Other15
538EPI.hepatic_ductular_cholangiocyte.ion_transport3.28e-03Nonsignificant—1.01Other00
539EPI.cervical_suprabasal.inflammatory_repair3.27e-03Nonsignificant—0.00Other00
540THYMO.SP_CD8_naive_stress3.16e-03Nonsignificant1.001.06Other11
541EPI.pancreatic_ductal_bicarbonate.baseline3.14e-03Nonsignificant0.910.89Other1142
542HEP.periportal_metabolic.apolipoprotein_secretory3.12e-03Nonsignificant0.960.98Other43110
543EPI.alveolar_type_2.injury_primed2.90e-03Nonsignificant1.000.09Other434245
544T.CD8_naive.baseline2.88e-03Nonsignificant0.920.83Other1422
545EPI.colonocyte.crypt_progenitor2.78e-03Nonsignificant0.960.76Other115265
546T.CD4_Tcm.baseline2.77e-03Nonsignificant0.671.05Other6131
547EPI.skin_hair_follicle_companion.bulge_anchor_signaling2.73e-03Nonsignificant—0.97Other00
548T.CD8_naive.effector_transition2.72e-03Nonsignificant0.770.97Other3562
549EPI.renal_immature_ureteric_bud.defense_secretory2.66e-03Nonsignificant0.041.32Other4576
550T.CD8_naive.vesicle_secretory2.59e-03Nonsignificant0.741.07Other420
551NEU.INH_VIP.LAMP5_hybrid2.59e-03Nonsignificant—0.00Other19
552EPI.lung_multiciliated.baseline2.49e-03Nonsignificant—0.62Other07
553B.memory.baseline2.47e-03Nonsignificant1.000.61Other47299
554T.CD4_naive.mature2.43e-03Nonsignificant0.941.03Other211100
555FIB.adventitial.activated_remodelling2.29e-03Nonsignificant—0.00Other141319
556T.CD4_Tcm.synapse_dynamics2.27e-03Nonsignificant0.860.95Other1510
557EPI.lung_multiciliated.mature_motile_cilia2.24e-03Nonsignificant—0.89Other00
558T.CD8_Tcm.gut_homing2.21e-03Nonsignificant0.990.52Other380112
559B.naive.receptor_recycle2.14e-03Nonsignificant1.000.45Other510
560NEU.EXC_SYT2.synaptic2.09e-03Nonsignificant—0.00Other00
561NEU.INH_VIP.canonical_disinhibitory1.90e-03Nonsignificant0.670.90Other5938
562NEU.INH_VIP.nuclear_reg1.86e-03Nonsignificant—0.00Other204
563THYMO.CD8aa_IELp1.79e-03Nonsignificant—0.65Other17
564PC.IgG_systemic.metabolic1.78e-03Nonsignificant1.000.07Other4663
565EPI.pancreatic_acinar.baseline1.78e-03Nonsignificant1.000.38Other274163
566T.CD8_naive.innate_like1.76e-03Nonsignificant0.840.84Other101
567T.CD4_Tcm.imprinted_splicing1.66e-03Nonsignificant0.860.99Other617
568EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic1.52e-03Nonsignificant—0.55Other00
569T.CD8_naive.lipid_synthesis1.49e-03Nonsignificant0.770.96Other64
570EPI.skin_interfollicular_spinous.transition_basal1.46e-03Nonsignificant0.961.14Other100127
571T.CD4_naive.neddylation1.40e-03Nonsignificant0.881.07Other104222
572T.CD4_Tcm.secretory1.37e-03Nonsignificant0.860.87Other2011
573NEU.INH_VIP.serotonergic1.27e-03Nonsignificant—0.00Other92
574T.CD4_Tcm.APC_mimicry1.24e-03Nonsignificant0.860.87Other5443
575EPI.skin_interfollicular_spinous.upper_lipid1.22e-03Nonsignificant—1.00Other66
576EPI.colonocyte.junction_remodeling1.20e-03Nonsignificant0.960.89Other218305
577NEU.INH_VIP.excitatory_coupled1.17e-03Nonsignificant—0.00Other130
578OLG.myelinating_stress1.16e-03Nonsignificant1.000.56Other23262
579EPI.salivary_intercalated_defense.canonical_antimicrobial1.11e-03Nonsignificant0.101.19Other1122
580NEU.INH_VIP.opioid1.10e-03Nonsignificant—0.00Other509
581SCHWN.axon_contact_cardiac1.10e-03Nonsignificant1.000.23Other1863
582EPI.alveolar_type_1.baseline1.04e-03Nonsignificant1.000.00Other80
583EPI.salivary_serous_acinar.quiescent1.02e-03Nonsignificant0.980.99Other178493
584HEP.periportal_metabolic.stress_checkpoint1.01e-03Nonsignificant0.960.96Other234786
585T.CD4_Tcm.RNA_control1.00e-03Nonsignificant0.860.88Other964
586EPI.renal_immature_ureteric_bud.osmoprotective9.99e-04Nonsignificant0.541.02Other12644
587T.CD4_Tcm.retro_ZNF1179.69e-04Nonsignificant0.860.84Other59
588THYMO.SP_CD8_transitional9.17e-04Nonsignificant1.001.00Other3275
589EPI.pancreatic_ductal_progenitor.baseline9.04e-04Nonsignificant0.960.51Other179702
590EPI.hepatic_ductular_cholangiocyte.stress8.68e-04Nonsignificant—0.24Other00
591EPI.endocervical_secretory.secretory_translocon7.81e-04Nonsignificant—0.00Other00
592NEU.INH_LAMP5.rosehip6.64e-04Nonsignificant—1.16Other00
593EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion6.61e-04Nonsignificant—0.00Other53
594ASTRO.neuromodulatory6.51e-04Nonsignificant1.000.32Other34172
595T.CD4_naive.neddylation_mitoprot6.31e-04Nonsignificant0.950.95Other9356
596EPI.pancreatic_ductal_progenitor.ciliated_transport6.20e-04Nonsignificant—0.00Other105368
597T.CD4_Treg.central_naive_like6.04e-04Nonsignificant0.990.75Other33345
598ASPC.signal_integrator6.04e-04Nonsignificant—0.00Other00
599EPI.intrahepatic_cholangiocyte_defense.raft_maturation5.60e-04Nonsignificant—0.00Other00
600EPI.colonocyte.goblet_interface5.52e-04Nonsignificant—0.00Other1121
601EPI.hepatic_ductular_cholangiocyte.barrier_chemokine4.93e-04Nonsignificant—0.00Other69
602T.CD4_naive.Treg_like4.86e-04Nonsignificant0.791.29Other12172
603T.CD4_naive.mature_mitoprot4.82e-04Nonsignificant0.970.87Other212476
604T.CD4_naive.resist_bystander4.71e-04Nonsignificant0.950.94Other4025
605NEU.EXC_IT.adhesion4.43e-04Nonsignificant0.591.11Other252108
606THYMO.DP_early4.33e-04Nonsignificant1.000.88Other326313
607NEU.EXC_IT.callosal4.27e-04Nonsignificant0.591.07Other286119
608NEU.EXC_IT.transitional4.26e-04Nonsignificant0.591.15Other237142
609T.CD4_naive.survival4.23e-04Nonsignificant0.950.95Other1217
610T.CD4_Treg.Tr1_like3.80e-04Nonsignificant—0.00Other88
611T.CD4_naive.survival_neddylation3.69e-04Nonsignificant0.950.90Other2638
612B.memory.pDC_imprint3.51e-04Nonsignificant1.000.47Other157103
613NEU.INH_LAMP5.projecting3.37e-04Nonsignificant—0.71Other00
614EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo3.27e-04Nonsignificant—0.42Other00
615EPI.skin_keratinocyte_proliferating.anchor_remodel3.26e-04Nonsignificant—0.00Other00
616EPI.lung_multiciliated.stress3.26e-04Nonsignificant—0.00Other67165
617EPI.skin_interfollicular_spinous.proliferative3.13e-04Nonsignificant—0.70Other00
618EPI.colonocyte.secretory_boost3.13e-04Nonsignificant0.960.76Other9891
619T.CD4_naive.survival_mitoprot3.11e-04Nonsignificant0.950.93Other137
620EPI.lung_club_secretory.ciliogenesis_primed3.08e-04Nonsignificant—0.00Other00
621EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump2.92e-04Nonsignificant0.910.99Other40191
622EPI.salivary_duct_excretory.stress2.83e-04Nonsignificant0.980.24Other3368
623T.CD4_naive.proteostasis2.81e-04Nonsignificant0.950.93Other149
624EPI.skin_appendage_keratinocyte.sebaceous_apocrine2.72e-04Nonsignificant—0.00Other3982
625IPSC.stromal_primed2.68e-04Nonsignificant1.000.77Other00
626EPI.skin_sweat_duct_keratinocyte.repair2.47e-04Nonsignificant—0.69Other00
627THYMO.SP_CD4_naive2.36e-04Nonsignificant1.000.95Other6575
628EPI.lung_club_secretory.canonical_surfactant2.36e-04Nonsignificant—0.00Other74104
629EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal2.34e-04Nonsignificant—0.67Other00
630T.CD4_naive.gut_prone2.32e-04Nonsignificant0.950.88Other3570
631NEU.EXC_IT.neuromodulated2.19e-04Nonsignificant0.720.96Other176116
632EPI.skin_keratinocyte_proliferating.early_spinous_transition1.84e-04Nonsignificant—0.00Other135290
633HEP.periportal_metabolic.inflammatory_activated1.82e-04Nonsignificant1.000.67Other7121,610
634EPI.skin_interfollicular_spinous.early_differentiation1.77e-04Nonsignificant0.960.86Other8919
635THYMO.SP_CD8_naive1.72e-04Nonsignificant1.000.70Other297177
636EPI.intrahepatic_cholangiocyte_transport.mucin_secretory1.49e-04Nonsignificant—0.32Other00
637T.CD4_naive.proteostasis_mitoprot1.16e-04Nonsignificant0.970.68Other1537
638NEU.INH_PVALB.fastspike1.15e-04Nonsignificant—0.05Other2422
639NEU.INH_PVALB.metabotropic1.12e-04Nonsignificant—0.71Other00
640IPSC.canonical_pluripotent1.12e-04Nonsignificant1.000.73Other00
641EPI.hepatic_ductular_cholangiocyte.polarity1.08e-04Nonsignificant—0.00Other00
642T.CD4_naive.purinergic1.05e-04Nonsignificant0.970.70Other491
643EPI.skin_hair_follicle_companion.activated_migratory8.94e-05Nonsignificant—0.00Other00
644EPI.hepatic_ductular_cholangiocyte.secretory_transport8.85e-05Nonsignificant—0.00Other00
645HEP.periportal_metabolic.urea_onecarbon_secretory8.77e-05Nonsignificant1.000.59Other1,3323,053
646EPI.pancreatic_ductal_bicarbonate.activated6.84e-05Nonsignificant0.910.67Other107
647NEU.INH_PVALB.neuromodulatory6.81e-05Nonsignificant—0.72Other00
648EPI.skin_interfollicular_spinous.baseline6.33e-05Nonsignificant0.960.49Other353
649EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate5.86e-05Nonsignificant—0.00Other00
650EPI.pancreatic_ductal_bicarbonate.repair_actin_junction5.33e-05Nonsignificant—0.08Other00
651NEU.INH_VIP.develop_niche5.12e-05Nonsignificant—0.00Other00
652EPI.skin_hair_follicle_companion.gap_junction_contractile4.76e-05Nonsignificant—0.00Other00
653EPI.skin_interfollicular_spinous.stress_UPR4.73e-05Nonsignificant—0.00Other00
654HEP.periportal_metabolic.stress_chaperone4.12e-05Nonsignificant—0.00Other66128
655EPI.skin_interfollicular_spinous.inflammatory3.80e-05Nonsignificant—0.00Other00
656NEU.INH_PVALB.chandelier3.79e-05Nonsignificant0.730.80Other1916
657NEU.INH_PVALB.nuclear_reg3.20e-05Nonsignificant0.731.00Other2512
658NEU.EXC_CT.remodeling3.07e-05Nonsignificant—0.73Other231
659NEU.EXC_CT.projector2.89e-05Nonsignificant0.351.15Other8726
660IPSC.mesodermal_primed2.33e-05Nonsignificant1.000.70Other00
661NEU.INH_PVALB.serotonergic2.19e-05Nonsignificant—0.07Other00
662NEU.EXC_SYT2.nuclear_reg2.03e-05Nonsignificant—0.00Other00
663EPI.salivary_intercalated_defense.inflammatory1.85e-05Nonsignificant0.990.40Other152360
664NEU.EXC_IT.guidance1.44e-05Nonsignificant0.910.77Other27463
665EPI.bile_duct_cholangiocyte.inflammatory_APC1.11e-05Nonsignificant—0.00Other20
666EPI.pancreatic_ductal_bicarbonate.junctional_remodel8.54e-06Nonsignificant—0.00Other49237
667CM.inflammatory7.87e-06Nonsignificant—0.00Other00
668THYMO.DP_early_stress6.40e-06Nonsignificant—0.00Other00
669EPI.renal_distal_tubule.ciliated_remodelling4.46e-06Nonsignificant—0.00Other00
670NEU.EXC_CT.Ca2_sensor2.59e-06Nonsignificant—0.00Other00
671EPI.salivary_intercalated_defense.basal_EMT1.83e-06Nonsignificant—0.00Other00
672EPI.pancreatic_ductal_bicarbonate.stress1.78e-06Nonsignificant—0.00Other1233
673EPI.skin_sweat_duct_keratinocyte.signal_gate1.71e-06Nonsignificant—0.00Other4326
674EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling1.69e-06Nonsignificant—0.00Other00
675NEU.INH_LAMP5.glial_interface1.60e-06Nonsignificant—0.00Other00
676EPI.bile_duct_cholangiocyte.secretory_mucin1.50e-06Nonsignificant—0.22Other712
677IPSC.axial_identity_primed1.39e-06Nonsignificant1.000.60Other00
678NEU.EXC_NTNG1.synaptic8.36e-07Nonsignificant—0.67Other00
679NEU.INH_LAMP5.exc_inh_balance7.72e-07Nonsignificant—0.00Other462
680EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic4.02e-07Nonsignificant—0.00Other00
681NEU.EXC_CT.Ca2_signaling3.95e-07Nonsignificant—0.00Other6817
682THYMO.proliferative_G2M2.75e-07Nonsignificant—0.00Other164413
683EPI.skin_sweat_duct_keratinocyte.proliferative_S1.99e-07Nonsignificant—0.00Other00
684EPI.thymic_cortical.Notch_interface8.56e-09Nonsignificant—0.34Other82137
685NEU.EXC_NTNG1.nuclear_reg5.03e-09Nonsignificant—0.00Other00
686EPI.thymic_cortical.baseline3.12e-09Nonsignificant0.980.05Other185386
687OLG.reactive_repair1.89e-09Nonsignificant1.000.05Other385385
688EPI.skin_sweat_duct_keratinocyte.proliferative_G2M8.58e-10Nonsignificant—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

92 unique genes. Showing 1–92. 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)
ENSG0000029350001-High0.605.16G1C1———191263
SLC22A401-High0.599.32G1C1—EC.venous.remodeling_stalk (Tier: specific)
MONO.CD14.repair_M2_like (Tier: relevant)
31 cells — complete matches289399
GPR8401-High0.565.72G1C1—dendritic_cell (Tier: specific)
monocyte (Tier: specific)
DC.cDC2 (Tier: specific)
MAC.MDM (Tier: specific)
MONO.CD14 (Tier: specific)
MONO.CD16 (Tier: specific)
MAC.resident_repair.antigen_presenting (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
DC.cDC2.proliferative (Tier: relevant)
MAC.MDM.complement_resolving (Tier: relevant)
MONO.CD14.repair_M2_like (Tier: relevant)
43 cells — complete matches141177
ZNF385A01-High0.524.67G1C1FIB.neurolectin_mucosa.nerve_interface (L2)dendritic_cell (Tier: specific)
DC.cDC2 (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
EC.lymphatic.valve (Tier: relevant)
MONO.CD14.repair_M2_like (Tier: relevant)
51 cells — complete matches9496
IRF101-High0.518.07G1C1EC.arterial.inflammatory (L2), EPI.renal_principal_cell.activated_acute (L2), EPI.skin_interfollicular_spinous.early_differentiation (L2), FIB.hepatic_stellate_cell.inflammatory (L2), FIB.interstitial.immune_interact (L2), FIB.neurolectin_mucosa.inflammatory (L2), HEP.acute_phase.inflammatory (L2), PC.IgA_muocsal.plasmablast (L2)—25 cells — complete matches618847
CARINH01-High0.499.53G1C1———411545
ENSG0000028378201-High0.489.82G1C1———374500
LINC0286301-High0.468.74G1C1———360492
SLC22A501-High0.4610.38G1C1——13 cells — complete matches376507
ENSG0000029817001-High0.458.18G1C1———353447
MIR3936HG01-High0.4510.83G1C1———302416
WASHC302-Medium0.557.96G1C2——FIB.hepatic_stellate_cell.contractile (L2)2022
CDH13-AS202-Medium0.5516.16G2C1———00
P4HA202-Medium0.5410.19G1C2—MONO.CD14.repair_M2_like (Tier: relevant)14 cells — complete matches213354
LINC0245602-Medium0.5316.97G1C2——6 cells — complete matches1948
ACOX202-Medium0.5311.62G1C2—MONO.CD14.APC_like (Tier: specific)
MONO.CD14.repair_M2_like (Tier: relevant)
19 cells — complete matches1216
RIC8A02-Medium0.514.32G1C2——B.germinal_center.DZ_S_phase (L2), DC.cDC2.monocyte_like (L2), T.CD4_Tcm.migratory_cilium (L2)3657
RPP1402-Medium0.5010.42G1C2——6 cells — complete matches811
IGF102-Medium0.5014.58G1C2MAC.resident_repair (L1S), EC.lymphatic.tip_migratory (L2), EPI.salivary_duct_ion_transport.baseline (L2), MAC.MDM.complement_resolving (L2)EC.lymphatic (Tier: specific)
MAC.resident_repair.antigen_presenting (Tier: specific)
CHOND.angiogenic (Tier: relevant)
EC.lymphatic.activated (Tier: relevant)
EC.lymphatic.baseline (Tier: relevant)
EC.lymphatic.scavenger (Tier: relevant)
EC.lymphatic.tip_migratory (Tier: relevant)
MAC.MDM.complement_resolving (Tier: relevant)
89 cells — complete matches3677
HTD202-Medium0.5010.20G1C2———811
ENSG0000027349302-Medium0.4910.58G1C2———610
PXK02-Medium0.4710.95G2C2—DC.pDC.baseline (Tier: relevant)15 cells — complete matches711
ENSG0000029501902-Medium0.4610.63G2C2———59
NLRP602-Medium0.464.74G1C2——16 cells — complete matches2447
ENSG0000026110302-Medium0.4519.52G2C2———11
PDHB02-Medium0.459.80G2C2——4 cells — complete matches58
NFE202-Medium0.455.50G2C1PLAT.megakaryocytic (L2)dendritic_cell (Tier: specific)
monocyte (Tier: specific)
DC.cDC2 (Tier: specific)
MONO.CD14 (Tier: specific)
platelet (Tier: relevant)
PLAT.platelet (Tier: relevant)
PLAT.adhesion (Tier: relevant)
40 cells — complete matches79
ABHD602-Medium0.4511.12G2C2——10 cells — complete matches3554
PDLIM402-Medium0.449.64G2C2EPI.salivary_intercalated_defense.inflammatory (L2)EC.lymphatic (Tier: specific)
EC.capillary.angiogenic_tip (Tier: specific)
EC.lymphatic.activated (Tier: relevant)
EC.lymphatic.tip_migratory (Tier: relevant)
FIB.transitioning.motility_remodelling (Tier: relevant)
70 cells — complete matches171263
ENSG0000028884902-Medium0.4312.71G2C2———3680
HSBP102-Medium0.4312.23G2C2—MONO.CD14.repair_M2_like (Tier: relevant)MONO.CD14.repair_M2_like (L2)3680
ENSG0000029623302-Medium0.4313.44G1C2———3263
ENSG0000029885502-Medium0.4211.84G1C2———2254
HNRNPA102-Medium0.425.12G1C2EPI.tracheal_suprabasal.transitional_wound (L2)——1314
APPL202-Medium0.4211.77G2C2——5 cells — complete matches00
HELLPAR02-Medium0.4218.16G2C2———2455
SH2B302-Medium0.422.30G1C2—MONO.CD16 (Tier: specific)
EC.capillary.angiogenic_tip (Tier: specific)
MAC.resident_repair.antigen_presenting (Tier: specific)
DC.pDC (Tier: relevant)
DC.cDC1.homeostatic_inhibitory (Tier: relevant)
DC.pDC.baseline (Tier: relevant)
MAC.MDM.complement_resolving (Tier: relevant)
47 cells — complete matches316770
KCTD602-Medium0.4210.84G2C2——17 cells — complete matches511
LINC0235602-Medium0.412.35G1C2—dendritic_cell (Tier: specific)
DC.cDC2 (Tier: specific)
EC.venous.remodeling_stalk (Tier: specific)
DC.cDC1.homeostatic_inhibitory (Tier: relevant)
DC.cDC2.proliferative (Tier: relevant)
MONO.CD14.repair_M2_like (Tier: relevant)
28 cells — complete matches263733
PHETA102-Medium0.412.13G1C2———228664
ENSG0000027236002-Medium0.4110.96G2C2———511
PMCH02-Medium0.4112.62G1C2—EC.lymphatic.valve (Tier: relevant)13 cells — complete matches722
TRIM5802-Medium0.414.54G1C2—dendritic_cell (Tier: specific)
DC.cDC2 (Tier: specific)
EC.arterial (Tier: specific)
MONO.CD16.platelet_bound (Tier: specific)
platelet (Tier: relevant)
PLAT.platelet (Tier: relevant)
DC.cDC1.homeostatic_inhibitory (Tier: relevant)
DC.cDC2.proliferative (Tier: relevant)
MONO.CD14.repair_M2_like (Tier: relevant)
PLAT.adhesion (Tier: relevant)
46 cells — complete matches742
ATXN202-Medium0.401.48G1C2——7 cells — complete matches4883
ENSG0000030364202-Medium0.406.14G2C1———44
ENSG0000029408902-Medium0.4010.59G2C2———66
ENSG0000028690302-Medium0.3910.55G2C2———00
CEDORA02-Medium0.3920.33G2C2———00
MIR674302-Medium0.394.37G2C2———2545
ENSG0000030522402-Medium0.394.72G1C2———641
DNASE1L302-Medium0.3810.69G2C2DC.cDC1.baseline (L2), DC.cDC1.cross_presenting (L2), EC.heart_remodeling.angiocrine (L2)dendritic_cell (Tier: specific)
DC.cDC2 (Tier: specific)
EC.lymphatic (Tier: specific)
MAC.MDM (Tier: specific)
EC.venous.quiescent_homeostatic (Tier: specific)
EC.venous.remodeling_stalk (Tier: specific)
DC.pDC (Tier: relevant)
EC.liver_sinusoidal (Tier: relevant)
DC.cDC1.homeostatic_inhibitory (Tier: relevant)
DC.pDC.baseline (Tier: relevant)
EC.lymphatic.activated (Tier: relevant)
EC.lymphatic.scavenger (Tier: relevant)
EC.lymphatic.tip_migratory (Tier: relevant)
EC.lymphatic.valve (Tier: relevant)
MAC.MDM.complement_resolving (Tier: relevant)
90 cells — complete matches2845
FAM107A02-Medium0.389.42G2C2IPSC.neural_primed (L2)EC.arterial (Tier: specific)
EC.capillary.angiogenic_tip (Tier: specific)
EC.venous.quiescent_homeostatic (Tier: specific)
EC.venous.remodeling_stalk (Tier: specific)
69 cells — complete matches47
MIR393602-Medium0.388.82G2C2———00
BET1L02-Medium0.374.50G2C2—MONO.CD16.platelet_bound (Tier: specific)14 cells — complete matches1537
ENSG0000029428102-Medium0.352.43G1C2———156504
ENSG0000029983202-Medium0.352.43G1C2———156504
ACSL602-Medium0.354.14G2C2——59 cells — complete matches52
ENSG0000028193802-Medium0.354.11G2C2———52
ENSG0000028915402-Medium0.355.64G2C2———00
ENSG0000028936702-Medium0.342.20G1C2———527
C12orf7502-Medium0.3413.20G2C2DC.cDC2.adhesion_signaling (L2), EPI.renal_principal_cell.intercalated_like (L2), T.CD8_Trm.cytotoxic (L2)dendritic_cell (Tier: specific)
DC.cDC2 (Tier: specific)
MONO.CD16.platelet_bound (Tier: specific)
DC.pDC (Tier: relevant)
DC.pDC.baseline (Tier: relevant)
EC.lymphatic.valve (Tier: relevant)
FIB.transitioning.motility_remodelling (Tier: relevant)
PLAT.adhesion (Tier: relevant)
101 cells — complete matches00
C12orf75-AS102-Medium0.3413.71G2C2———00
ENSG0000028314802-Medium0.348.83G2C2———719
FAM3D-AS102-Medium0.347.42G2C2———22
WASHC402-Medium0.3412.14G2C2——MAC.resident_iron.heme_catabolism (L2)03
ENSG0000028985402-Medium0.336.47G2C2———11
CUX202-Medium0.332.78G1C2NEU.EXC_IT (L1S)dendritic_cell (Tier: specific)
DC.pDC (Tier: relevant)
DC.pDC.baseline (Tier: relevant)
13 cells — complete matches207650
CBX502-Medium0.334.09G2C2——FIB.adventitial.mechano_chemo_sensing (L2)11
ENSG0000030462302-Medium0.311.83G1C2———219658
NUP3702-Medium0.3111.99G2C2——5 cells — complete matches1922
FAM3D02-Medium0.315.50G2C2EPI.tracheal_submucosal_gland.acinar_serous (L2), EPI.tracheal_suprabasal.secretory_immune (L2)EC.venous.remodeling_stalk (Tier: specific)48 cells — complete matches00
ENSG0000022401502-Medium0.316.89G2C2———628
PARPBP02-Medium0.3114.75G2C2——28 cells — complete matches00
ENSG0000023574902-Medium0.302.00G1C2———528
CSF202-Medium0.296.10G2C2——54 cells — complete matches1134
ENSG0000024338402-Medium0.293.95G2C2———47
FLNB02-Medium0.287.15G2C2FIB.hepatic_stellate_cell.contractile (L2)EC.arterial (Tier: specific)25 cells — complete matches3388
ENSG0000029611802-Medium0.289.09G2C2———821
CFAP20DC-AS102-Medium0.272.83G2C2———00
IL302-Medium0.274.72G2C2——12 cells — complete matches929
CFAP20DC02-Medium0.272.42G2C2———00
ENSG0000024379702-Medium0.265.85G2C2———25
CFAP20DC-DT02-Medium0.252.04G2C2———00
SCAT202-Medium0.254.35G2C2———00
ENSG0000030311902-Medium0.244.79G2C2———33
ZFPM202-Medium0.246.79G2C2—EC.lymphatic (Tier: specific)
EC.lymphatic.activated (Tier: relevant)
EC.lymphatic.baseline (Tier: relevant)
EC.lymphatic.scavenger (Tier: relevant)
EC.lymphatic.tip_migratory (Tier: relevant)
39 cells — complete matches21
ENSG0000025834402-Medium0.246.39G2C2———412
MEIKIN02-Medium0.223.76G2C2—dendritic_cell (Tier: specific)
monocyte (Tier: specific)
DC.cDC2 (Tier: specific)
MAC.MDM (Tier: specific)
MONO.CD14 (Tier: specific)
MONO.CD16 (Tier: specific)
MAC.resident_repair.antigen_presenting (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
MONO.CD16.platelet_bound (Tier: specific)
DC.cDC2.proliferative (Tier: relevant)
MAC.MDM.complement_resolving (Tier: relevant)
MONO.CD14.repair_M2_like (Tier: relevant)
48 cells — complete matches726
RPL602-Medium0.161.11G2C2FIB.lung_alveolar.mito_secretory (L2)EC.lymphatic.activated (Tier: relevant)
EC.lymphatic.tip_migratory (Tier: relevant)
26 cells — complete matches00
ENSG0000030546302-Medium0.140.53G2C2———00
HECTD402-Medium0.120.60G2C2EC.lymphatic.scavenger (L2)—7 cells — complete matches13
PTPN1102-Medium0.110.77G2C2——4 cells — complete matches00

Each hierarchy level is ranked separately. Rows are sorted by score descending; ties use name/identifier order. Measurements are displayed to two decimal places; original values are retained for sorting. Counts and ranks remain whole numbers.

MAGMA −log10(P) describes gene-level association, not the ICE-CREAM cell enrichment score. Individual traits use the minimum available raw MAGMA P value for each gene. Meta traits show the strongest available individual trait evidence among their current children (maximum −log10(P), not the separately aggregated meta-trait P value). The retained top-100 MAGMA export supplements missing gene/individual-trait pairs where identity is unambiguous; its scores are rounded and capped at 350. Full original MAGMA results are unavailable, so child coverage may be incomplete; unavailable values do not mean no association. A raw P recorded as zero is displayed using the existing export convention of 350, not as an exact P value. Positive raw P values are not capped.

Enriched in trait related cells intersects each gene’s membership in the union of up to 100 Enriched-tier genes for each cell population across all available scopes with the Specific and Relevant cells associated with this trait. Gene eligibility requires expression > 0.01 in at least 5% of finite-valued cells and log2 fold change > 2; eligible genes are ranked by descending log2 fold change within each cell/scope, with no lower-tier backfill. The displayed tiers are the authored trait–cell association tiers, not IC-score significance labels. Meta traits use their own aggregate tiers, not a union of child-trait tiers. Marker membership alone does not qualify a cell for this column. A dash means no qualifying intersection in the available evidence.

CSEA (cell set enrichment analysis) is analogous to GSEA: it asks whether a cell set is enriched along a ranked list of ICE-CREAM scores. CSEA FDR is distinct from the existing IC-score Significance category and from the authored trait–cell Tier. CSEA NES is the normalized enrichment score, not a log fold change. Missing evidence is shown as a dash, not zero. Existing IC scores, Significance categories and ranking order are unchanged. For an individual trait, CSEA FDR is the source-adjusted p-value and CSEA NES is the source normalized enrichment score.