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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.

GCST006366 · All tissues

Central corneal thickness: 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: Corneal properties

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)
1chondrocyte53.00Significant2.77e-061.20Specific5481,069
2fibroblast34.62Significant3.72e-301.20Specific184826
3adipose_stem_and_progenitor_cell32.45Significant2.99e-371.21Specific327954
4adipocyte12.07Significant1.001.05Relevant33111
5muscle_stem_cell11.34Significant0.631.10Relevant727
6granulosa_cell7.36Significant1.001.01Relevant293670
7melanocyte6.58Significant1.001.03Relevant97309
8schwann_cell5.88Significant1.000.96Other1057
9induced_pluripotent_stem_cell5.74Significant0.261.03Other00
10hepatocyte2.29Nonsignificant1.000.89Other1,5153,822
11mesothelial_cell1.98Nonsignificant1.000.88Other636
12endothelial_cell1.89Nonsignificant1.000.88Other373974
13pericyte1.66Nonsignificant1.000.84Other128517
14platelet1.51Nonsignificant—0.68Other85104
15smooth_muscle_cell1.42Nonsignificant1.000.81Other27139
16epithelial_cell1.30Nonsignificant1.000.86Other2447
17astrocyte0.87Nonsignificant1.000.84Other2561,203
18haematopoietic_progenitor_cell0.57Nonsignificant1.000.78Other262502
19granulocyte0.19Nonsignificant1.000.74Other56
20plasma_cell0.13Nonsignificant1.000.67Other1724
21macrophage0.11Nonsignificant1.000.67Other8131,732
22oligodendrocyte_precursor_cell0.10Nonsignificant1.000.71Other4611,454
23oligodendrocyte0.06Nonsignificant1.000.66Other3851,507
24dendritic_cell0.05Nonsignificant1.000.65Other496724
25thymocyte0.04Nonsignificant1.000.62Other168512
26cardiomyocyte7.28e-03Nonsignificant1.000.70Other5332,045
27innate_lymphoid_cell_26.41e-03Nonsignificant1.000.54Other38
28T_cell6.21e-03Nonsignificant1.000.37Other470959
29monocyte4.81e-03Nonsignificant1.000.45Other2,1763,871
30B_cell4.41e-03Nonsignificant1.000.48Other356694
31microglia4.16e-03Nonsignificant1.000.44Other61129
32neuron3.37e-03Nonsignificant1.000.56Other3301,328
33skeletal_muscle_cell9.03e-04Nonsignificant1.000.39Other9442,600
34natural_killer_cell6.43e-04Nonsignificant1.000.44Other1,2042,052

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1FIB.barrier_secretory70.62Significant6.27e-042.25Specific81228
2CHOND.chondrocyte53.00Significant——Specific519730
3FIB.interstitial42.63Significant9.58e-071.93Specific288940
4FIB.adventitial35.74Significant1.58e-031.56Specific2681,447
5ASPC.adipose_stem_and_progenitor_cell32.45Significant——Specific324930
6FIB.neurolectin_mucosa24.36Significant1.000.39Relevant133394
7FIB.skin_papillary24.36Significant—0.00—00
8FIB.transitioning22.36Significant1.000.45Relevant172497
9FIB.skin_tenogenic19.91Significant—0.00Relevant108227
10FIB.reticular18.65Significant1.000.14Relevant1987
11FIB.skin_sheath17.43Significant1.000.21Relevant49118
12FIB.tracheal_subepithelial17.09Significant—0.00Relevant00
13FIB.barrier_purinergic14.34Significant—0.00Relevant13
14ADIPO.adipocyte12.07Significant——Relevant2062
15MUSC.muscle_stem_cell11.34Significant——Relevant418
16FIB.perivascular_interface8.40Significant1.000.03Relevant00
17EPI.pancreatic_ductal_mucinous7.49Significant3.90e-031.54Specific219430
18GRNLSA.granulosa_cell7.36Significant———2570
19EPI.skin_hair_follicle_bulge7.18Significant4.35e-031.49Specific51178
20MEL.melanocyte6.58Significant——Relevant79242
21FIB.suburothelial6.54Significant1.000.07Relevant122432
22SCHWN.schwann_cell5.88Significant——Other733
23EPI.renal_immature_ureteric_bud5.74Significant1.81e-041.54Other217569
24IPSC.induced_pluripotent_stem_cell5.74Significant——Other00
25EPI.skin_follicular_keratinizing4.43Nominal0.161.38Other3081
26EPI.pancreatic_ductal_progenitor4.27Nominal3.90e-031.46Other234873
27HEP.periportal_metabolic3.81Nominal1.40e-181.87Other1,7504,427
28FIB.lung_alveolar3.56Nominal—0.00Other615
29FIB.skin_neurosecretory3.48Nominal—0.00Other00
30EPI.salivary_intercalated_defense2.95Nonsignificant0.271.21Other81161
31EC.capillary2.95Nonsignificant2.22e-141.50Other5141,635
32EPI.salivary_duct_excretory2.89Nonsignificant0.331.22Other85180
33EPI.extrahepatic_cholangiocyte2.75Nonsignificant—1.07Other3771
34EPI.skin_appendage_keratinocyte2.73Nonsignificant0.271.22Other87222
35EC.venous2.61Nonsignificant2.32e-041.27Other5161,387
36EPI.renal_thick_ascending_limb2.54Nonsignificant1.55e-031.34Other4531,153
37EPI.salivary_mucous_acinar2.21Nonsignificant0.151.21Other6391,189
38EPI.bile_duct_cholangiocyte2.08Nonsignificant1.001.12Other3760
39MESO.mesothelial_cell1.98Nonsignificant——Other218
40HEP.canalicular_transport1.97Nonsignificant0.191.13Other1,2903,434
41EC.lymphatic1.86Nonsignificant1.000.85Other630998
42EPI.tracheal_submucosal_gland1.75Nonsignificant—0.56Other00
43EPI.salivary_myoepithelial1.74Nonsignificant0.691.11Other191714
44EPI.alveolar_type_21.66Nonsignificant1.001.04Other8131,853
45PERI.pericyte1.66Nonsignificant——Other1170
46PLAT.platelet1.51Nonsignificant—0.00Other3853
47FIB.hepatic_stellate_cell1.50Nonsignificant—0.00Other64252
48EPI.hepatic_ductular_cholangiocyte1.44Nonsignificant1.000.91Other83243
49SMC.smooth_muscle_cell1.42Nonsignificant——Other20101
50EPI.pancreatic_ductal_perivascular1.39Nonsignificant1.000.92Other430
51EPI.salivary_duct_ion_transport1.37Nonsignificant1.001.00Other511
52EPI.renal_intercalated_cell_type_A1.36Nonsignificant1.001.00Other67142
53EPI.tracheal_basal1.25Nonsignificant1.000.98Other3981,120
54EPI.pancreatic_ductal_bicarbonate1.19Nonsignificant1.000.87Other131548
55EPI.intrahepatic_cholangiocyte_transport1.04Nonsignificant—0.26Other1242
56EPI.thymic_medullary0.95Nonsignificant1.000.76Other26133
57EC.heart_remodeling0.93Nonsignificant1.000.53Other5691,594
58EPI.renal_principal_cell0.93Nonsignificant1.000.84Other207403
59EPI.renal_intercalated_cell_type_B0.91Nonsignificant—0.19Other67
60ASTRO.astrocyte0.87Nonsignificant——Other2281,111
61EPI.alveolar_type_10.87Nonsignificant1.000.81Other26101
62HEP.acute_phase0.61Nonsignificant1.000.00Other1,4413,641
63EPI.tracheal_suprabasal0.61Nonsignificant1.000.69Other2956
64EPI.skin_keratinocyte_proliferating0.60Nonsignificant1.001.08Other4776
65HPC.haematopoietic_progenitor_cell0.57Nonsignificant——Other211370
66EPI.salivary_serous_acinar0.48Nonsignificant1.000.71Other233531
67EPI.lung_club_secretory0.47Nonsignificant1.000.89Other514
68EPI.intrahepatic_cholangiocyte_defense0.39Nonsignificant—0.00Other813
69EPI.cervical_suprabasal0.31Nonsignificant—0.00Other1450
70MAC.alveolar0.31Nonsignificant1.59e-051.53Other1,4323,122
71PC.IgG_systemic0.30Nonsignificant0.021.40Other4160
72EPI.esophageal_basal0.30Nonsignificant1.000.55Other410
73GRANU.MAST0.29Nonsignificant9.43e-041.88Other56
74EPI.thymic_cortical0.28Nonsignificant1.000.60Other442824
75EC.arterial0.27Nonsignificant1.000.10Other356885
76HEP.pericentral_lipoprotein0.26Nonsignificant—0.00Other00
77EPI.colonic_enteroendocrine0.25Nonsignificant—0.00Other11
78DC.pDC0.25Nonsignificant6.83e-031.18Other4961,028
79EPI.skin_hair_follicle_companion0.24Nonsignificant—0.00Other812
80EPI.renal_distal_tubule0.23Nonsignificant1.000.52Other133361
81MAC.resident_repair0.21Nonsignificant0.041.24Other7961,426
82EPI.skin_sweat_duct_keratinocyte0.17Nonsignificant1.000.56Other146301
83MAC.proliferating0.14Nonsignificant0.631.14Other87253
84T.CD4_Th20.14Nonsignificant—1.66Other12
85EPI.skin_keratinocyte_progenitor0.12Nonsignificant—0.00Other03
86MAC.LAM0.11Nonsignificant1.000.98Other9142,064
87PC.IgA_muocsal0.11Nonsignificant1.000.49Other1831
88OPC.oligodendrocyte_precursor_cell0.10Nonsignificant——Other4131,269
89EPI.gastric_foveolar0.09Nonsignificant—0.00Other00
90MAC.resident_iron0.08Nonsignificant1.000.76Other1621
91EPI.endocervical_secretory0.08Nonsignificant—0.00Other00
92EPI.colonocyte0.07Nonsignificant1.000.38Other294815
93EPI.pancreatic_acinar0.06Nonsignificant1.000.31Other4291,475
94MAC.kupffer0.06Nonsignificant1.000.73Other189530
95OLG.oligodendrocyte0.06Nonsignificant——Other3841,397
96EPI.skin_sebaceous_duct_luminal0.05Nonsignificant1.000.66Other100249
97MAC.MDM0.05Nonsignificant1.000.54Other623986
98NEU.EXC_SYT20.05Nonsignificant—0.66Other4077
99EPI.skin_interfollicular_spinous0.05Nonsignificant1.000.57Other260563
100DC.mig0.04Nonsignificant—0.28Other89156
101THYMO.thymocyte0.04Nonsignificant——Other163495
102EPI.ileal_enterocyte_crypt0.04Nonsignificant1.000.24Other67113
103EPI.esophageal_suprabasal0.04Nonsignificant1.000.21Other158404
104EPI.ectocervical_granular0.03Nonsignificant—0.00Other1123
105T.CD4_Trm0.02Nonsignificant0.251.10Other176363
106EC.liver_sinusoidal0.02Nonsignificant1.000.37Other1,0831,925
107EPI.skin_keratinocyte_basal0.02Nonsignificant—0.00Other1326
108EPI.colonic_tuft0.02Nonsignificant—0.00Other724
109T.CD4_transitional0.02Nonsignificant0.361.08Other48110
110GRANU.neutrophil0.02Nonsignificant1.000.00Other1,2352,649
111DC.cDC10.02Nonsignificant1.000.92Other55112
112EPI.pancreatic_islet0.02Nonsignificant1.000.21Other52132
113EPI.renal_proximal_tubule0.02Nonsignificant1.000.15Other525806
114EPI.ileal_enterocyte_absorptive0.02Nonsignificant1.000.11Other118338
115T.CD4_Treg0.01Nonsignificant0.341.11Other244511
116T.CD8_naive0.01Nonsignificant0.361.05Other317708
117NEU.INH_VIP9.06e-03Nonsignificant0.151.16Other241366
118MAC.resident_cardiac8.94e-03Nonsignificant1.000.08Other4851,074
119EPI.ileal_bile_transport8.85e-03Nonsignificant1.000.18Other6193
120DC.cDC28.39e-03Nonsignificant1.000.33Other1,1891,793
121MONO.CD167.45e-03Nonsignificant0.061.12Other1,3041,835
122CM.cardiomyocyte7.28e-03Nonsignificant——Other5242,032
123T.CD8_Tem7.14e-03Nonsignificant6.58e-051.16Other1,0831,857
124T.CD8_transitional6.43e-03Nonsignificant0.121.10Other497932
125ILC2.innate_lymphoid_cell_26.41e-03Nonsignificant——Other20
126T.gamma_delta6.21e-03Nonsignificant0.091.16Other5881,078
127T.MAIT6.02e-03Nonsignificant0.610.99Other469855
128T.CD4_Tfh5.02e-03Nonsignificant0.521.03Other4745
129B.naive4.73e-03Nonsignificant0.571.02Other307595
130MONO.CD144.31e-03Nonsignificant0.331.02Other2,2944,139
131B.germinal_center4.17e-03Nonsignificant0.571.08Other233655
132MG.microglia4.16e-03Nonsignificant——Other490
133B.memory4.11e-03Nonsignificant0.571.03Other442882
134T.CD4_Tem3.06e-03Nonsignificant0.251.12Other365697
135MAC.microglia_like2.94e-03Nonsignificant1.000.06Other124179
136B.age_associated2.86e-03Nonsignificant0.590.99Other207350
137EPI.ileal_goblet2.51e-03Nonsignificant1.000.04Other181432
138T.CD8_Trm2.40e-03Nonsignificant1.000.89Other211346
139T.CD4_naive2.31e-03Nonsignificant1.000.86Other399866
140T.CD4_Th171.97e-03Nonsignificant0.491.05Other421794
141T.CD4_Tcm1.68e-03Nonsignificant0.561.01Other494988
142SKM.type_2_fast1.51e-03Nonsignificant2.11e-141.47Other9722,639
143EPI.lung_multiciliated1.47e-03Nonsignificant1.000.01Other1649
144NEU.EXC_IT1.40e-03Nonsignificant0.900.94Other411192
145NEU.INH_LAMP51.32e-03Nonsignificant0.901.03Other263532
146NEU.INH_PVALB8.35e-04Nonsignificant0.900.92Other193183
147NK.natural_killer_cell6.43e-04Nonsignificant——Other1,2042,045
148NEU.EXC_NTNG12.31e-04Nonsignificant—0.22Other00
149T.CD4_cytotoxic2.26e-04Nonsignificant0.521.02Other8551,493
150NEU.EXC_CT1.99e-04Nonsignificant0.900.73Other362384
151SKM.type_1_slow8.92e-05Nonsignificant0.720.88Other9232,478
152T.CD8_Tcm8.62e-05Nonsignificant1.000.58Other460926

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1FIB.barrier_secretory.remodeling92.85Significant—0.64—00
2ASPC.stem_like_progenitor74.05Significant1.48e-152.88Specific300842
3FIB.interstitial.lipid_matrix64.44Significant1.10e-072.44—258191
4CHOND.activated_fibro_like61.78Significant2.79e-032.25—531188
5CHOND.pro_inflammatory61.38Significant0.171.52Relevant181351
6FIB.interstitial.stress_secretory57.74Significant0.101.77—9256
7FIB.barrier_secretory.homeostasis54.58Significant—0.00—00
8FIB.interstitial.mesenchymal_APC44.95Significant0.761.09—8133
9ASPC.mesothelial_like41.73Significant0.101.78—143486
10CHOND.articular_collagen40.96Significant1.000.00—551266
11FIB.adventitial.mito_secretory40.00Significant0.801.06—217
12FIB.adventitial.baseline39.87Significant0.221.66—157278
13CHOND.remodeling37.40Significant—0.00—50
14FIB.adventitial.complement_angiocrine37.27Significant0.801.02Relevant153684
15ASPC.baseline37.27Significant2.64e-051.73—363170
16FIB.adventitial.PI16_matrix36.83Significant0.791.25—7090
17FIB.adventitial.mechano_chemo_sensing36.04Significant0.810.82Relevant135524
18ASPC.inflammatory34.52Significant0.721.23Relevant2161
19CHOND.angiogenic33.84Significant—0.00Relevant00
20FIB.reticular.ECM_builder33.04Significant—1.24—00
21FIB.adventitial.inflammatory_activated32.72Significant0.810.90Relevant100473
22FIB.interstitial.immune_interact32.12Significant1.000.17—121
23FIB.interstitial.mesenchymal_regulator29.91Significant1.000.21—44
24ASPC.proliferative29.43Significant1.000.86—3385
25ASPC.preadipocyte_lipid_primed29.19Significant1.000.78—331129
26ASPC.signal_integrator28.66Significant—0.00—00
27FIB.neurolectin_mucosa.inflammatory28.49Significant0.721.11Relevant52110
28FIB.interstitial.remodeling28.34Significant1.000.14—319
29ASPC.secretory27.19Significant1.000.50—765
30ASPC.niche_keeping_progenitor26.74Significant1.000.52Relevant52219
31FIB.adventitial.adhesion_lipid26.22Significant1.000.08Relevant58209
32FIB.transitioning.motility_remodelling25.68Significant—0.66—00
33FIB.barrier_purinergic.stress_GF_binding24.95Significant—0.97—00
34FIB.skin_papillary.baseline24.36Significant—0.00—00
35FIB.adventitial.activated_remodelling24.34Significant—0.00—141319
36FIB.transitioning.matrix_stress23.85Significant—0.00Relevant47138
37FIB.neurolectin_mucosa.remodeling_repair23.55Significant—0.10Relevant42
38FIB.neurolectin_mucosa.axon_responsive23.14Significant0.720.69—1010
39FIB.transitioning.ISG_primed_interface22.99Significant—0.04—1780
40ASPC.activated22.82Significant1.000.19—164162
41FIB.skin_sheath.neuro_vascular_interface22.16Significant—0.44—00
42ASPC.remodeling21.86Significant1.000.25Relevant106354
43FIB.neurolectin_mucosa.nerve_interface21.79Significant—0.00—40
44FIB.reticular.stress_metallothionein21.05Significant—0.24—332
45FIB.skin_tenogenic.baseline19.91Significant—0.00Relevant02
46FIB.reticular.immune_interface19.86Significant—0.03Relevant16
47FIB.skin_sheath.ECM_immune18.73Significant—0.00Relevant00
48ADIPO.immature18.61Significant—1.05—2440
49ASPC.adipocyte_capillary_interface17.16Significant1.000.09Relevant2154
50FIB.tracheal_subepithelial.baseline17.09Significant—0.00Relevant00
51FIB.transitioning.secretory_procollagen16.05Significant—0.00Relevant00
52ADIPO.inflammatory14.77Significant—0.28Relevant00
53IPSC.canonical_pluripotent14.56Significant1.19e-242.47Relevant00
54EPI.skin_hair_follicle_bulge.niche_crosstalk13.44Significant—1.32—2988
55MUSC.baseline12.98Significant0.581.27—00
56FIB.reticular.stromal_niche12.85Significant0.980.11Relevant00
57FIB.perivascular_interface.lipid_shuttle12.69Significant—0.51Relevant51170
58SCHWN.reactive_inflammatory12.66Significant—1.14Relevant00
59ADIPO.thermogenic12.31Significant—0.00—00
60GRNLSA.p53_damage12.02Significant—1.10—1310
61MUSC.quiescent_reservoir11.95Significant0.581.30—28
62FIB.skin_sheath.stress_chaperone11.79Significant—0.00Relevant00
63MUSC.early_activation10.96Significant0.800.88Relevant432
64IPSC.mesodermal_primed10.84Significant5.50e-031.81Relevant00
65EPI.pancreatic_ductal_mucinous.mucin_rich_barrier9.83Significant0.041.72Specific4491,034
66EPI.pancreatic_ductal_mucinous.remodeling_channel_rich9.31Significant—0.10Relevant00
67GRNLSA.proliferative_migratory9.28Significant0.721.34—248292
68GRNLSA.stress_metabolic9.13Significant—0.43—12
69GRNLSA.secretory_remodeling9.08Significant0.721.14—9025
70GRNLSA.EMT_insulin_signaling8.45Significant0.721.24—4784
71FIB.suburothelial.homeostasis_matrix8.39Significant5.66e-032.41Specific258921
72MUSC.activated_migratory8.37Significant0.950.16—67
73MEL.stress_glucocorticoid8.17Significant0.281.60Relevant1134
74SCHWN.translation_boost7.78Significant—0.76Relevant81
75IPSC.stress7.45Significant0.321.37Relevant00
76MEL.mature_oxidative_traffic7.12Significant0.810.80—247285
77IPSC.mesenchymal_primed6.83Significant2.72e-051.67Relevant00
78MEL.secretory_quiescent6.63Significant0.810.66—1913
79EPI.salivary_intercalated_defense.basal_EMT6.45Significant—2.00Relevant00
80FIB.suburothelial.urothelial_interface6.07Significant0.720.67Relevant98
81EPI.renal_immature_ureteric_bud.osmoprotective5.94Significant0.501.25Relevant12644
82EPI.skin_hair_follicle_bulge.quiescent5.86Significant0.870.54—5669
83FIB.barrier_purinergic.lipid_secretory5.84Significant—0.00—00
84FIB.suburothelial.contractile_myofibroblast5.78Significant—0.00—90
85FIB.perivascular_interface.vasomotor_tone5.62Significant—0.00—00
86EPI.skin_follicular_keratinizing.transit_amplifying5.48Nominal—0.35Other2149
87FIB.perivascular_interface.vascular_BM_remodelling5.47Nominal—0.00Other00
88EC.venous.adipose_lipid5.40Nominal1.79e-031.82Other254476
89GRNLSA.lipid_hypoxia5.36Nominal0.990.45Other280
90IPSC.stromal_primed5.33Nominal0.951.04Other00
91HEP.periportal_metabolic.canonical_urea_cycle5.28Nominal2.68e-082.01Other1,464269
92EPI.renal_immature_ureteric_bud.defense_secretory5.16Nominal0.501.03Other4576
93GRNLSA.cholesterol_mevalonate5.04Nominal0.990.40Other94
94ADIPO.hypoxia_remodelling4.88Nominal—0.00Other29105
95EPI.pancreatic_ductal_mucinous.proliferative_gastric_like4.55Nominal—0.00Other00
96EPI.pancreatic_ductal_progenitor.baseline4.54Nominal4.20e-032.27Other179702
97HEP.periportal_metabolic.inflammatory_activated4.53Nominal0.081.48Other7121,610
98IPSC.neural_primed4.48Nominal1.000.61Other00
99MEL.dedifferentiated_migratory4.47Nominal—0.00Other00
100EC.capillary.postcap_venule4.20Nominal8.17e-031.63Other355261
101EPI.skin_follicular_keratinizing.upper_infundibulum4.19Nominal—0.00Other82
102IPSC.axial_identity_primed4.16Nominal1.000.44Other00
103GRNLSA.chemokine_mechanosensory4.15Nominal0.990.17Other10
104FIB.suburothelial.inflammatory_prostanoid4.14Nominal—0.00Other00
105HEP.periportal_metabolic.xenobiotic_detox4.12Nominal0.331.23Other1,440139
106IPSC.mesendo_primed4.07Nominal1.000.72Other00
107EPI.pancreatic_ductal_progenitor.ciliated_transport3.99Nominal—4.65e-03Other105368
108EC.capillary.migratory3.96Nominal0.671.17Other181509
109EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic3.92Nominal—0.00Other00
110EPI.salivary_duct_excretory.stress3.91Nominal0.141.65Other3368
111EPI.salivary_intercalated_defense.inflammatory3.91Nominal1.31e-032.21Other152360
112IPSC.neuroendocrine_primed3.85Nominal—0.00Other00
113EPI.renal_thick_ascending_limb.barrier_repair3.84Nominal5.57e-032.19Other141284
114FIB.lung_alveolar.mito_secretory3.70Nominal—0.48Other00
115FIB.skin_neurosecretory.baseline3.48Nominal—0.00Other00
116FIB.lung_alveolar.stress_interacting3.35Nominal—0.00Other00
117GRNLSA.angiocrine_mechanosensory3.32Nominal—0.00Other00
118IPSC.midbrain_primed3.27Nominal1.000.23Other00
119EPI.skin_follicular_keratinizing.root_infundibulum3.26Nominal—0.00Other00
120HEP.periportal_metabolic.stress_chaperone3.22Nominal—0.00Other66128
121EC.capillary.angiogenic_tip3.20Nominal0.710.96Other186218
122HEP.periportal_metabolic.stress_checkpoint3.18Nominal0.960.77Other234786
123HEP.canalicular_transport.sterol_lipid_biosynthesis3.18Nominal—1.11Other1020
124EC.capillary.stress3.18Nominal0.671.07Other4436
125EC.venous.quiescent_homeostatic3.11Nominal0.251.35Other456360
126EPI.skin_appendage_keratinocyte.ductal_immune_interacting3.09Nominal0.500.99Other716
127EPI.skin_appendage_keratinocyte.ductal_barrier_detox2.96Nonsignificant0.361.39Other3334
128PERI.inflammatory2.90Nonsignificant1.67e-031.55Other4077
129HEP.periportal_metabolic.urea_onecarbon_secretory2.90Nonsignificant0.990.53Other1,3323,053
130EC.capillary.baseline2.88Nonsignificant0.710.95Other246560
131MESO.secretory_structural2.87Nonsignificant—0.56Other00
132EPI.bile_duct_cholangiocyte.secretory_mucin2.84Nonsignificant—0.76Other712
133PERI.baseline2.84Nonsignificant4.18e-031.45Other3966
134EPI.pancreatic_ductal_progenitor.ADM_like2.83Nonsignificant—0.00Other00
135EPI.extrahepatic_cholangiocyte.mucin_secretory2.82Nonsignificant—0.00Other00
136EC.capillary.angiocrine2.81Nonsignificant0.710.99Other250630
137EC.capillary.activated2.70Nonsignificant0.671.15Other25
138EPI.skin_hair_follicle_bulge.anagen_growth2.70Nonsignificant—0.00Other00
139EPI.tracheal_submucosal_gland.ductal_luminal2.68Nonsignificant—0.42Other00
140EPI.extrahepatic_cholangiocyte.barrier_interface2.67Nonsignificant—0.00Other00
141MESO.activated_stress2.65Nonsignificant—0.48Other00
142EC.lymphatic.activated2.63Nonsignificant0.281.38Other4773
143HEP.periportal_metabolic.acute_phase_barrier2.62Nonsignificant0.960.79Other533138
144IPSC.proliferative2.56Nonsignificant1.000.05Other00
145SCHWN.axon_contact_cardiac2.55Nonsignificant1.000.00Other1863
146EPI.alveolar_type_2.injury_primed2.54Nonsignificant7.38e-062.42Other434245
147EC.venous.baseline2.50Nonsignificant1.000.92Other346807
148EPI.renal_thick_ascending_limb.cation_flux2.48Nonsignificant0.890.96Other5795
149EPI.hepatic_ductular_cholangiocyte.polarity2.45Nonsignificant—1.44Other00
150EC.heart_remodeling.translation_boost2.45Nonsignificant—1.81Other00
151HEP.periportal_metabolic.apolipoprotein_secretory2.44Nonsignificant0.960.76Other43110
152EPI.salivary_duct_excretory.baseline2.43Nonsignificant1.000.00Other2357
153EC.venous.activated2.41Nonsignificant1.000.73Other247752
154HEP.canalicular_transport.inflammatory2.39Nonsignificant0.031.77Other1,335194
155PLAT.megakaryocytic2.35Nonsignificant—0.97Other00
156EPI.renal_thick_ascending_limb.remodeling2.35Nonsignificant0.891.06Other15292
157EPI.skin_appendage_keratinocyte.sebaceous_apocrine2.34Nonsignificant—0.00Other3982
158EPI.renal_thick_ascending_limb.canonical_salt_transporter2.24Nonsignificant0.900.76Other322317
159EPI.salivary_mucous_acinar.baseline2.21Nonsignificant——Other394683
160SMC.activated2.18Nonsignificant5.14e-041.68Other25
161EPI.pancreatic_ductal_bicarbonate.barrier_mucin2.17Nonsignificant2.82e-032.06Other219533
162EC.lymphatic.tip_migratory2.13Nonsignificant0.281.40Other2337
163MESO.activated_migratory2.13Nonsignificant—0.47Other00
164EPI.alveolar_type_1.activated2.13Nonsignificant—1.64Other00
165HEP.canalicular_transport.baseline2.11Nonsignificant0.131.71Other199477
166FIB.hepatic_stellate_cell.inflammatory2.01Nonsignificant—1.15Other00
167EPI.salivary_myoepithelial.activated1.91Nonsignificant0.431.49Other85281
168EPI.skin_keratinocyte_proliferating.anchor_remodel1.89Nonsignificant—1.13Other00
169EPI.salivary_myoepithelial.junctional_transport1.89Nonsignificant0.561.16Other66121
170EPI.hepatic_ductular_cholangiocyte.secretory_transport1.83Nonsignificant—0.46Other00
171PERI.angiocrine1.83Nonsignificant0.481.07Other93102
172EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate1.83Nonsignificant—0.59Other00
173EC.lymphatic.baseline1.78Nonsignificant0.591.07Other3872
174MEL.neurotrophic_migratory1.78Nonsignificant—0.00Other00
175EPI.salivary_intercalated_defense.canonical_antimicrobial1.73Nonsignificant1.000.00Other1122
176EPI.pancreatic_ductal_perivascular.protective_antioxidant1.73Nonsignificant—0.94Other1169
177HEP.canalicular_transport.pericentral_like_hypoxia1.71Nonsignificant0.990.66Other3268
178HEP.canalicular_transport.injury_stress1.71Nonsignificant0.990.67Other28924
179EPI.skin_appendage_keratinocyte.transit_amplifying1.69Nonsignificant—0.00Other109358
180EPI.renal_thick_ascending_limb.salt_sensing1.69Nonsignificant0.990.10Other73103
181EC.capillary.inflammatory1.67Nonsignificant1.000.34Other2751
182EPI.salivary_myoepithelial.baseline1.66Nonsignificant0.610.87Other42141
183HEP.canalicular_transport.ductular_like_transition1.62Nonsignificant0.990.28Other40087
184EPI.renal_intercalated_cell_type_A.PC_transitional1.60Nonsignificant—0.43Other203407
185FIB.hepatic_stellate_cell.contractile1.59Nonsignificant—0.32Other00
186MESO.baseline1.59Nonsignificant0.840.54Other06
187EPI.intrahepatic_cholangiocyte_transport.mucin_secretory1.58Nonsignificant—1.15Other00
188HEP.canalicular_transport.secretory_ERAD_UPR1.48Nonsignificant0.990.57Other23228
189EC.heart_remodeling.angiocrine1.47Nonsignificant3.16e-031.70Other182525
190MESO.antiviral1.46Nonsignificant—0.00Other38
191SMC.metabolic1.42Nonsignificant0.381.12Other1440
192EPI.salivary_duct_ion_transport.baseline1.37Nonsignificant——Other00
193EPI.renal_principal_cell.inflammatory1.37Nonsignificant0.461.65Other74157
194EPI.bile_duct_cholangiocyte.inflammatory_APC1.35Nonsignificant—0.00Other20
195EPI.pancreatic_ductal_bicarbonate.junctional_remodel1.34Nonsignificant—0.48Other49237
196EPI.tracheal_basal.homeostatic_progenitor1.34Nonsignificant0.331.49Other28574
197ASTRO.A1_reactive1.34Nonsignificant6.40e-062.41Other433394
198EPI.alveolar_type_2.stress_response1.32Nonsignificant1.000.62Other6751,562
199EPI.thymic_medullary.canonical_alarmin1.30Nonsignificant0.091.76Other817
200EPI.renal_intercalated_cell_type_A.acid_secretion1.30Nonsignificant0.740.65Other126
201EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit1.26Nonsignificant—0.00Other00
202EC.venous.remodeling_stalk1.22Nonsignificant1.000.30Other559566
203EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion1.21Nonsignificant—0.00Other53
204IPSC.endoderm_primed1.18Nonsignificant1.000.00Other00
205EPI.hepatic_ductular_cholangiocyte.acute_phase_complement1.17Nonsignificant—0.00Other00
206EPI.pancreatic_ductal_perivascular.baseline1.17Nonsignificant1.000.00Other15
207ASTRO.hypoxia_angiogenic1.16Nonsignificant0.821.28Other518
208EPI.lung_club_secretory.ciliogenesis_axoneme1.15Nonsignificant—0.00Other00
209FIB.hepatic_stellate_cell.fibrogenic1.15Nonsignificant—0.00Other00
210EPI.salivary_serous_acinar.quiescent1.14Nonsignificant5.97e-042.18Other178493
211EPI.tracheal_basal.activated_stress1.13Nonsignificant0.800.59Other320
212ASTRO.stress_acute1.10Nonsignificant0.221.61Other6056
213EPI.renal_principal_cell.intercalated_like1.10Nonsignificant0.461.42Other6366
214EPI.pancreatic_ductal_bicarbonate.baseline1.09Nonsignificant0.970.74Other1142
215HPC.GMP_inflammatory1.08Nonsignificant0.281.38Other2010
216EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump1.04Nonsignificant0.970.67Other40191
217EC.lymphatic.scavenger1.03Nonsignificant1.000.10Other203257
218PLAT.adhesion1.02Nonsignificant—0.00Other00
219EC.heart_remodeling.activated_acute1.01Nonsignificant0.581.35Other102186
220EPI.hepatic_ductular_cholangiocyte.barrier_chemokine1.00Nonsignificant—0.00Other69
221EPI.salivary_myoepithelial.contractile_repair0.99Nonsignificant—0.00Other39
222EPI.pancreatic_ductal_bicarbonate.repair_actin_junction0.98Nonsignificant—0.00Other00
223EPI.pancreatic_ductal_bicarbonate.activated0.98Nonsignificant0.970.70Other107
224EPI.alveolar_type_2.baseline_surfactant0.97Nonsignificant1.000.00Other649
225EPI.hepatic_ductular_cholangiocyte.stress0.94Nonsignificant—0.00Other00
226HEP.acute_phase.hypoxia_lipid0.93Nonsignificant—1.06Other00
227HEP.acute_phase.proliferative0.93Nonsignificant—0.70Other46
228EC.lymphatic.valve0.92Nonsignificant—0.00Other00
229EPI.renal_intercalated_cell_type_B.baseline0.91Nonsignificant—0.00Other31
230EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling0.88Nonsignificant—0.00Other00
231EPI.thymic_medullary.proliferative_APC0.87Nonsignificant—0.00Other00
232HPC.LMPP0.87Nonsignificant0.561.18Other6531
233SMC.contractile0.85Nonsignificant0.990.52Other80588
234EPI.tracheal_submucosal_gland.acinar_serous0.82Nonsignificant—0.00Other00
235EPI.renal_principal_cell.canonical_vasopressin0.81Nonsignificant0.870.65Other20
236ASTRO.synaptic_interaction0.80Nonsignificant1.000.99Other76334
237EPI.hepatic_ductular_cholangiocyte.ion_transport0.79Nonsignificant—0.00Other00
238EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo0.79Nonsignificant—0.00Other00
239HEP.acute_phase.complement_metabolic0.78Nonsignificant3.50e-031.92Other1,4233,464
240ASTRO.neuromodulatory0.77Nonsignificant1.000.61Other34172
241HPC.MPP_IEG0.75Nonsignificant0.730.97Other4546
242EPI.renal_principal_cell.activated_acute0.73Nonsignificant0.870.45Other2959
243EPI.thymic_medullary.stress_APC0.72Nonsignificant0.670.72Other24
244ASTRO.immature_lipid0.72Nonsignificant1.000.47Other23113
245EC.heart_remodeling.remodeling_secretory0.71Nonsignificant1.000.62Other6051,341
246EPI.renal_principal_cell.injury_repair0.70Nonsignificant0.870.56Other269
247ASTRO.stress_mito0.70Nonsignificant1.000.42Other47110
248EPI.pancreatic_ductal_bicarbonate.inflammatory0.68Nonsignificant0.970.22Other1432
249EPI.alveolar_type_1.baseline0.67Nonsignificant1.000.00Other80
250EC.arterial.angiogenic_tip0.66Nonsignificant—1.03Other3037
251EPI.thymic_medullary.hormone_xeno_barrier0.65Nonsignificant—0.00Other08
252EPI.tracheal_suprabasal.transitional_wound0.63Nonsignificant—0.25Other161
253HEP.acute_phase.complement_antiviral0.60Nonsignificant1.001.00Other377751
254ASTRO.homeostatic0.59Nonsignificant1.000.07Other200431
255EC.heart_remodeling.remodeling_stalk0.59Nonsignificant1.000.36Other33111
256EPI.tracheal_suprabasal.secretory_immune0.58Nonsignificant—0.00Other00
257PC.IgG_systemic.metabolic0.58Nonsignificant0.011.65Other4663
258EC.heart_remodeling.perivascular0.57Nonsignificant1.000.47Other124408
259HEP.acute_phase.baseline0.56Nonsignificant1.000.69Other94619
260EPI.intrahepatic_cholangiocyte_defense.secretory_barrier0.56Nonsignificant—0.73Other00
261ASTRO.A2_reactive0.52Nonsignificant1.000.04Other1037
262EPI.skin_hair_follicle_companion.bulge_anchor_signaling0.50Nonsignificant—0.97Other00
263EPI.skin_sweat_duct_keratinocyte.proliferative_G2M0.49Nonsignificant—1.24Other00
264EC.venous.cardiac_structural0.47Nonsignificant1.000.00Other102229
265PERI.cardiac_skeletal0.46Nonsignificant1.000.00Other313630
266EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.44Nonsignificant—0.97Other00
267EPI.salivary_serous_acinar.secretory_active0.43Nonsignificant1.000.22Other24269
268HEP.acute_phase.stress_secretory0.42Nonsignificant1.000.45Other263
269MAC.alveolar.scavenging_endocytic0.42Nonsignificant—0.77Other140283
270MAC.alveolar.inflammatory0.41Nonsignificant4.60e-032.18Other208312
271MAC.alveolar.lipid_autophagy0.36Nonsignificant—0.27Other3544
272HEP.acute_phase.inflammatory0.35Nonsignificant1.000.10Other382649
273EPI.lung_club_secretory.canonical_surfactant0.35Nonsignificant—0.12Other74104
274EPI.cervical_suprabasal.secretory_vesicle0.34Nonsignificant—0.00Other00
275DC.pDC.baseline0.33Nonsignificant0.810.98Other88123
276EPI.esophageal_basal.activated_progenitor0.33Nonsignificant0.061.89Other10
277EC.arterial.arteriole_gas_exchange0.33Nonsignificant0.750.95Other238131
278EC.heart_remodeling.capillary_metabolic0.33Nonsignificant1.000.09Other54414
279EC.arterial.homeostatic0.33Nonsignificant0.311.22Other243
280EPI.renal_distal_tubule.stress0.32Nonsignificant—0.53Other00
281T.CD4_Th2.tissue_adapted0.32Nonsignificant—0.97Other00
282EPI.renal_distal_tubule.ion_transport0.32Nonsignificant—0.58Other00
283EC.arterial.arteriole_interface0.32Nonsignificant0.491.14Other3112
284EPI.skin_sweat_duct_keratinocyte.proliferative_S0.31Nonsignificant—0.60Other00
285MAC.resident_repair.stress_iron0.31Nonsignificant0.101.60Other4897
286MAC.LAM.perivascular_angiocrine0.31Nonsignificant—1.35Other53138
287GRANU.MAST.activated_acute0.31Nonsignificant—0.00Other00
288DC.pDC.immature_metabolic0.30Nonsignificant0.491.28Other78124
289EPI.colonic_enteroendocrine.Lcell_peptide0.29Nonsignificant—0.00Other00
290EPI.thymic_cortical.Notch_interface0.29Nonsignificant—0.18Other82137
291MAC.resident_repair.chemokine_angiocrine0.29Nonsignificant0.101.41Other87138
292EPI.thymic_cortical.baseline0.29Nonsignificant0.481.02Other185386
293EPI.cervical_suprabasal.inflammatory_repair0.28Nonsignificant—0.00Other00
294GRANU.MAST.activated_repair0.28Nonsignificant—0.09Other01
295HEP.pericentral_lipoprotein.UPR_redox0.28Nonsignificant—0.67Other00
296EPI.skin_sweat_duct_keratinocyte.barrier0.28Nonsignificant—0.28Other00
297GRANU.MAST.resting_granule0.28Nonsignificant—0.00Other00
298MAC.alveolar.biosynthetic_sterol_heme0.28Nonsignificant0.970.67Other34740
299EPI.renal_distal_tubule.ciliated_remodelling0.28Nonsignificant—0.00Other00
300EPI.thymic_cortical.secretory_remodeling0.26Nonsignificant—0.00Other41
301HPC.GMP_granulocytic0.26Nonsignificant—0.00Other33
302HEP.pericentral_lipoprotein.ApoB_coagulation0.24Nonsignificant—0.00Other00
303MAC.resident_repair.ECM_stromal_crosstalk0.23Nonsignificant0.211.28Other95158
304EPI.skin_sebaceous_duct_luminal.immune_interface0.23Nonsignificant—1.24Other00
305EPI.skin_interfollicular_spinous.transition_basal0.23Nonsignificant1.56e-041.40Other100127
306EC.liver_sinusoidal.prostanoid0.22Nonsignificant—1.72Other1164
307EC.arterial.inflammatory0.22Nonsignificant0.751.01Other6350
308CM.contractile_oxphos0.22Nonsignificant0.191.13Other619
309EPI.renal_distal_tubule.repair0.21Nonsignificant—0.00Other34102
310EC.arterial.metabolic0.21Nonsignificant0.311.22Other195159
311EC.arterial.mito_contact0.21Nonsignificant0.750.84Other145
312EPI.intrahepatic_cholangiocyte_defense.raft_maturation0.21Nonsignificant—0.00Other00
313MAC.alveolar.stress_metabolic0.21Nonsignificant0.970.27Other116148
314PC.IgG_systemic.stress0.20Nonsignificant—0.07Other15
315EPI.salivary_serous_acinar.seromucous_like0.20Nonsignificant—0.00Other00
316EPI.esophageal_basal.junctional_barrier0.20Nonsignificant—0.00Other00
317EPI.pancreatic_ductal_bicarbonate.stress0.20Nonsignificant—0.00Other1233
318MAC.LAM.lipid_opsonization0.19Nonsignificant0.581.26Other4514
319HPC.CLP_B_primed0.19Nonsignificant—0.00Other00
320EPI.skin_keratinocyte_proliferating.detox_repair0.18Nonsignificant—0.18Other00
321EPI.lung_club_secretory.ciliogenesis_primed0.18Nonsignificant—0.00Other00
322EC.arterial.ion_pump0.18Nonsignificant0.750.89Other32
323EPI.skin_hair_follicle_companion.activated_migratory0.17Nonsignificant—0.00Other00
324MAC.LAM.lipid_phagocytosis0.16Nonsignificant0.581.16Other369328
325THYMO.proliferative_G2M0.16Nonsignificant—1.47Other164413
326PC.IgG_systemic.secretory0.16Nonsignificant0.930.51Other00
327EPI.lung_club_secretory.inflammatory0.16Nonsignificant—0.00Other00
328PC.IgG_systemic.interacting0.16Nonsignificant0.930.46Other00
329MAC.proliferating.DNA_replication0.16Nonsignificant0.500.98Other36
330EPI.esophageal_suprabasal.basal_transitional0.15Nonsignificant0.051.53Other4467
331EPI.skin_keratinocyte_progenitor.activated_stress0.15Nonsignificant—0.11Other00
332MAC.alveolar.capillary_interacting0.15Nonsignificant0.970.26Other113181
333EC.arterial.elastic0.15Nonsignificant0.311.23Other2245
334THYMO.proliferative_S0.14Nonsignificant2.44e-031.72Other163418
335PC.IgA_muocsal.baseline0.14Nonsignificant0.641.04Other35
336MAC.resident_iron.heme_catabolism0.13Nonsignificant0.121.44Other3051
337EPI.colonocyte.proximal_transport0.13Nonsignificant0.051.69Other2412
338MONO.CD14.inflammatory0.13Nonsignificant0.151.36Other92134
339OPC.premyelinating0.13Nonsignificant0.021.96Other18512
340MAC.resident_iron.heme_recycling0.12Nonsignificant—0.57Other3037
341EPI.pancreatic_acinar.metabolic_onecarbon0.12Nonsignificant0.041.37Other287328
342MAC.proliferating.stress0.12Nonsignificant—5.55e-17Other87136
343EPI.endocervical_secretory.secretory_translocon0.12Nonsignificant—0.67Other00
344MONO.CD16.platelet_bound0.11Nonsignificant0.491.25Other372508
345MAC.LAM.antimicrobial0.11Nonsignificant0.980.85Other38993
346DC.pDC.poised_migratory0.11Nonsignificant0.930.59Other5495
347EPI.ectocervical_granular.immune_interact0.11Nonsignificant—1.15Other00
348HPC.MPP_activated0.11Nonsignificant—0.00Other00
349PC.IgA_muocsal.activated0.10Nonsignificant0.641.01Other178
350EPI.colonocyte.secretory_boost0.10Nonsignificant0.201.49Other9891
351PC.IgA_muocsal.migratory0.10Nonsignificant0.740.91Other41
352OPC.proliferative_immune_interact0.10Nonsignificant1.000.62Other180373
353EPI.gastric_foveolar.baseline0.09Nonsignificant—0.00Other00
354MAC.resident_iron.redox_metabolic0.09Nonsignificant0.501.00Other44
355EPI.pancreatic_acinar.adhesion_remodeling0.09Nonsignificant0.461.15Other210784
356MAC.LAM.inflammatory_APC0.09Nonsignificant0.980.67Other872165
357MAC.kupffer.tolerogenic0.09Nonsignificant—1.04Other4549
358MAC.LAM.anti_inflammatory0.09Nonsignificant0.980.69Other86132
359EPI.pancreatic_acinar.inflammatory_regenerative0.09Nonsignificant0.381.26Other25113
360EPI.skin_sweat_duct_keratinocyte.signal_gate0.09Nonsignificant—0.00Other4326
361MAC.resident_repair.antigen_presenting0.08Nonsignificant1.000.12Other244113
362EPI.renal_distal_tubule.immune_modulatory0.08Nonsignificant—0.00Other00
363NEU.EXC_SYT2.synaptic0.08Nonsignificant—0.48Other00
364T.CD4_transitional.primed_cytotoxic0.08Nonsignificant0.371.21Other2830
365OPC.homeostatic0.08Nonsignificant1.000.03Other394160
366EPI.ileal_enterocyte_crypt.baseline0.08Nonsignificant0.081.46Other116
367PC.IgA_muocsal.plasmablast0.07Nonsignificant0.641.06Other54
368NEU.INH_VIP.LAMP5_hybrid0.07Nonsignificant—1.60Other19
369EPI.skin_sebaceous_duct_luminal.ECM_remodelling0.07Nonsignificant0.691.42Other29
370OLG.reactive_repair0.07Nonsignificant0.201.34Other385385
371THYMO.SP_CD8_naive_stress0.07Nonsignificant0.551.31Other11
372OLG.myelinating_stress0.07Nonsignificant0.421.14Other23262
373OLG.regulatory_activated0.07Nonsignificant0.371.24Other196614
374EPI.colonocyte.crypt_progenitor0.06Nonsignificant0.381.21Other115265
375T.CD4_Trm.central_like0.06Nonsignificant0.271.24Other3831
376MAC.MDM.complement_resolving0.06Nonsignificant0.551.22Other440860
377MAC.MDM.inflammatory_phagocytic0.06Nonsignificant0.551.15Other19952
378MAC.kupffer.stress0.06Nonsignificant0.261.24Other93
379HPC.MEP0.06Nonsignificant1.000.27Other5991,195
380THYMO.CD8aa_IELp0.06Nonsignificant—0.00Other17
381OLG.myelinating_mature0.06Nonsignificant0.201.22Other36394
382MONO.CD14.platelet_bound0.06Nonsignificant0.151.25Other964176
383THYMO.SP_CD8_transitional0.06Nonsignificant0.191.60Other3275
384MAC.kupffer.inflammatory0.06Nonsignificant—0.03Other74
385MAC.resident_iron.APC_iron_sensing0.06Nonsignificant0.501.09Other211114
386OLG.regulatory0.05Nonsignificant0.990.70Other35373
387T.CD4_transitional.tissue_enagement0.05Nonsignificant0.471.16Other511
388THYMO.DP_early_stress0.05Nonsignificant—0.76Other00
389MAC.kupffer.monocyte_like0.05Nonsignificant—0.00Other00
390T.CD4_Treg.tissue_effector0.05Nonsignificant0.081.18Other1613
391MAC.kupffer.fibrogenic0.05Nonsignificant—0.00Other00
392MAC.resident_iron.stress_tolerogenic0.05Nonsignificant—0.09Other00
393T.CD8_transitional.stress0.05Nonsignificant—1.68Other2434
394EPI.esophageal_suprabasal.proliferative_G2M0.05Nonsignificant—0.73Other00
395OLG.stress0.05Nonsignificant0.990.60Other2328
396DC.mig.baseline0.04Nonsignificant—0.00Other10
397MAC.resident_repair.lipid_phagocytic0.04Nonsignificant1.000.14Other228604
398OLG.vesicle_trafficking0.04Nonsignificant0.990.75Other12410
399EPI.skin_keratinocyte_basal.basement_anchoring0.04Nonsignificant—0.97Other00
400EPI.ileal_enterocyte_crypt.proliferative_S0.04Nonsignificant0.670.96Other42
401EPI.pancreatic_acinar.stress0.04Nonsignificant1.000.88Other2828
402T.CD4_Trm.baseline0.04Nonsignificant0.601.15Other3121
403THYMO.DN_preTCR0.04Nonsignificant0.760.98Other4171
404EPI.colonic_tuft.activated0.04Nonsignificant—0.73Other00
405DC.cDC1.activated0.04Nonsignificant—0.85Other00
406THYMO.SP_CD4_naive0.04Nonsignificant0.761.04Other6575
407EPI.colonocyte.junction_remodeling0.04Nonsignificant1.000.47Other218305
408DC.cDC1.cross_presenting0.03Nonsignificant—0.69Other00
409THYMO.DP_early0.03Nonsignificant0.950.84Other326313
410EPI.ileal_enterocyte_crypt.bile_transport0.03Nonsignificant0.670.87Other20
411EPI.ectocervical_granular.inflammatory0.03Nonsignificant—0.32Other00
412MAC.MDM.LAM_like0.03Nonsignificant0.870.89Other1214
413T.MAIT.migratory0.03Nonsignificant0.651.31Other101
414EPI.pancreatic_islet.beta0.03Nonsignificant0.371.28Other4257
415MAC.MDM.APC_dendritic0.03Nonsignificant0.920.67Other4815
416EPI.esophageal_suprabasal.proliferative_S0.03Nonsignificant—0.38Other2641
417EPI.skin_keratinocyte_progenitor.quiescent_stem_like0.03Nonsignificant—0.00Other00
418T.CD8_Tem.baseline0.03Nonsignificant0.741.08Other458356
419NEU.INH_VIP.serotonergic0.03Nonsignificant—0.29Other92
420EPI.ileal_enterocyte_absorptive.villus_tip0.03Nonsignificant0.021.43Other43
421MAC.kupffer.metabolic0.03Nonsignificant—0.00Other2536
422EPI.pancreatic_acinar.quiet_dedifferentiation0.02Nonsignificant1.000.72Other142171
423EPI.renal_proximal_tubule.detox_antioxidant0.02Nonsignificant8.55e-031.82Other39477
424GRANU.neutrophil.primed_degranulation0.02Nonsignificant—0.26Other00
425EPI.pancreatic_islet.delta0.02Nonsignificant—1.04Other00
426EPI.skin_sweat_duct_keratinocyte.repair0.02Nonsignificant—0.00Other00
427DC.cDC2.antiviral0.02Nonsignificant0.021.26Other10037
428GRANU.neutrophil.antiviral_endotoxin0.02Nonsignificant—0.00Other00
429EPI.colonocyte.goblet_interface0.02Nonsignificant—0.00Other1121
430EPI.esophageal_suprabasal.proliferative_exit0.02Nonsignificant—0.51Other00
431T.CD8_transitional.APC_like0.02Nonsignificant0.831.06Other20562
432EPI.colonic_enteroendocrine.progenitor0.02Nonsignificant—0.00Other00
433EPI.ileal_enterocyte_crypt.proliferative_G2M0.02Nonsignificant—0.00Other1954
434T.CD8_naive.splicing_enriched0.02Nonsignificant0.461.27Other12016
435DC.cDC2.pro_inflammatory0.02Nonsignificant0.421.19Other35
436T.CD4_Th2.precursor0.02Nonsignificant—0.00Other00
437T.CD4_transitional.APC_interacting0.02Nonsignificant0.371.23Other1014
438DC.cDC2.lipid_metabolic0.02Nonsignificant—0.75Other00
439T.CD8_naive.nfkb_related0.02Nonsignificant0.341.39Other10
440THYMO.SP_CD8_naive0.02Nonsignificant1.000.01Other297177
441T.CD4_Tfh.canonical_GC_helper0.02Nonsignificant0.471.15Other12
442EPI.colonocyte.distal_absorptive0.02Nonsignificant—0.00Other00
443MONO.CD16.hepatic_mac_like0.01Nonsignificant0.851.06Other803117
444ILC2.quiescent0.01Nonsignificant—1.03Other00
445EPI.ileal_bile_transport.detox_transcytosis0.01Nonsignificant—0.77Other01
446T.gamma_delta.cytotoxic_effector0.01Nonsignificant0.101.07Other349109
447T.CD8_naive.mito_proteostasis0.01Nonsignificant0.091.70Other428100
448MAC.resident_cardiac.inflammatory_reparative0.01Nonsignificant0.191.41Other3196
449EPI.esophageal_suprabasal.differentiating_keratin0.01Nonsignificant1.000.04Other13161
450B.germinal_center.DZ_M_phase0.01Nonsignificant—1.47Other00
451T.CD4_Treg.central_naive_like0.01Nonsignificant1.52e-041.20Other33345
452B.memory.activated0.01Nonsignificant0.641.10Other10529
453EPI.ectocervical_granular.secretory_apocrine0.01Nonsignificant—0.00Other00
454GRANU.neutrophil.tissue_patrolling0.01Nonsignificant—0.00Other00
455B.naive.purinergic0.01Nonsignificant0.491.11Other384820
456MAC.resident_cardiac.phagocytic_homeostasis0.01Nonsignificant0.171.30Other5641,221
457T.CD8_naive.cytokine_dampened0.01Nonsignificant0.701.03Other714
458T.CD4_Tem.long_term_memory9.89e-03Nonsignificant0.531.14Other314587
459EPI.skin_hair_follicle_companion.gap_junction_contractile9.44e-03Nonsignificant—0.00Other00
460T.CD8_naive.lipid_synthesis9.43e-03Nonsignificant0.701.13Other64
461MAC.microglia_like.patrolling_adhesive9.23e-03Nonsignificant—1.21Other00
462T.CD8_naive.effector_transition8.83e-03Nonsignificant0.701.00Other3562
463EPI.skin_interfollicular_spinous.stress_oxidative8.78e-03Nonsignificant—0.00Other00
464T.CD8_naive.baseline8.73e-03Nonsignificant0.970.78Other1422
465B.naive.metabolic8.53e-03Nonsignificant0.491.10Other5079
466T.CD4_Tcm.imprinted_splicing8.20e-03Nonsignificant0.601.12Other617
467T.CD4_Tfh.suppression_exhaustion8.03e-03Nonsignificant0.471.13Other02
468EPI.colonocyte.ionocyte_BEST47.97e-03Nonsignificant1.000.00Other103188
469EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro7.90e-03Nonsignificant—0.00Other00
470EPI.colonic_tuft.homeostatic7.74e-03Nonsignificant—0.00Other00
471EPI.ileal_enterocyte_crypt.villus_transition7.47e-03Nonsignificant—0.00Other710
472MG.phagocytic_APC7.39e-03Nonsignificant0.541.21Other258
473EPI.ileal_bile_transport.absorptive_xenobiotic7.15e-03Nonsignificant0.920.16Other1112
474T.CD8_naive.vesicle_secretory7.06e-03Nonsignificant0.970.77Other420
475NEU.INH_VIP.develop_niche6.87e-03Nonsignificant—1.08Other00
476EPI.renal_proximal_tubule.onecarbon_peroxisome6.46e-03Nonsignificant1.000.00Other5889
477T.CD4_Trm.activated6.45e-03Nonsignificant0.601.11Other3226
478NEU.EXC_IT.structural6.43e-03Nonsignificant0.621.20Other17141
479T.CD4_naive.gut_prone6.16e-03Nonsignificant0.861.15Other3570
480T.CD4_Tcm.stress6.16e-03Nonsignificant0.601.18Other511
481B.naive.receptor_recycle6.06e-03Nonsignificant0.491.11Other510
482EPI.skin_keratinocyte_basal.spinous_transition5.91e-03Nonsignificant—0.00Other00
483T.CD4_Trm.metal_stress5.88e-03Nonsignificant0.601.08Other3458
484T.CD4_Tcm.migratory_cilium5.76e-03Nonsignificant0.711.09Other510
485T.CD8_Trm.muscosal_Tc175.65e-03Nonsignificant0.391.22Other1938
486NK.cytokine_repair_primed5.58e-03Nonsignificant0.011.15Other26611
487EPI.ileal_goblet.immature5.48e-03Nonsignificant—1.59Other00
488T.CD8_naive.innate_like5.38e-03Nonsignificant0.970.49Other101
489DC.cDC2.proliferative5.23e-03Nonsignificant—0.10Other3971
490DC.cDC2.tolerogenic_regulatory5.23e-03Nonsignificant0.980.91Other444
491EPI.skin_keratinocyte_proliferating.early_spinous_transition5.21e-03Nonsignificant—0.00Other135290
492EPI.endocervical_secretory.squamous_barrier5.09e-03Nonsignificant—0.00Other00
493B.age_associated.migratory4.90e-03Nonsignificant0.071.38Other22
494EPI.ileal_enterocyte_absorptive.brush_border4.85e-03Nonsignificant0.730.83Other5801,717
495T.gamma_delta.early_effector4.85e-03Nonsignificant0.751.02Other890
496T.CD4_Treg.APC_interactive4.74e-03Nonsignificant0.880.91Other11828
497EPI.ileal_enterocyte_crypt.secretory_precursor4.74e-03Nonsignificant—0.00Other00
498B.germinal_center.LZ_selection4.67e-03Nonsignificant—0.58Other00
499EPI.skin_keratinocyte_basal.transit_amplifying4.57e-03Nonsignificant—0.00Other00
500EPI.pancreatic_acinar.baseline4.48e-03Nonsignificant1.000.08Other274163
501MG.expanding3.96e-03Nonsignificant0.541.19Other21
502MONO.CD14.cord_tolerance3.86e-03Nonsignificant0.751.06Other864753
503T.CD4_naive.mature3.69e-03Nonsignificant0.371.08Other211100
504CM.baseline3.61e-03Nonsignificant1.000.97Other3930
505T.CD4_Th17.migratory3.59e-03Nonsignificant0.231.12Other1323
506T.CD4_transitional.primed_helper_effector3.59e-03Nonsignificant0.810.94Other1943
507B.memory.baseline3.31e-03Nonsignificant0.641.02Other47299
508EPI.skin_sebaceous_duct_luminal.detox_repair3.27e-03Nonsignificant1.000.00Other13794
509B.naive.activated3.24e-03Nonsignificant0.491.09Other77127
510T.CD4_Trm.helper_like3.22e-03Nonsignificant0.790.91Other84147
511T.CD8_Trm.inflammatory3.22e-03Nonsignificant0.861.06Other124176
512T.CD8_Trm.dendritic_recruiter3.21e-03Nonsignificant0.861.00Other4785
513NK.adaptive_classII_inhibitory3.21e-03Nonsignificant0.301.08Other880154
514ILC2.activated3.07e-03Nonsignificant—0.00Other00
515DC.cDC1.baseline3.00e-03Nonsignificant—0.00Other00
516DC.cDC2.migratory2.98e-03Nonsignificant0.980.93Other18539
517EPI.ectocervical_granular.proliferative_basal2.97e-03Nonsignificant—0.00Other00
518T.CD8_transitional.Trm_primed2.92e-03Nonsignificant0.830.97Other10815
519NK.immature_bridge2.91e-03Nonsignificant0.441.06Other117122
520T.CD4_naive.proteostasis2.85e-03Nonsignificant0.861.06Other149
521T.CD4_naive.resist_bystander2.79e-03Nonsignificant0.861.06Other4025
522NEU.INH_LAMP5.rosehip2.79e-03Nonsignificant—1.02Other00
523T.CD4_naive.homeostatic2.64e-03Nonsignificant0.861.04Other215108
524MONO.CD16.baseline2.45e-03Nonsignificant1.000.97Other501
525MONO.CD14.repair_M2_like2.44e-03Nonsignificant0.880.97Other5501,495
526EC.liver_sinusoidal.secretory_lipoprotein2.44e-03Nonsignificant0.810.87Other12070
527EPI.ileal_goblet.baseline2.43e-03Nonsignificant0.950.98Other162
528MG.baseline2.42e-03Nonsignificant0.860.82Other165
529T.CD4_Tcm.DC_interact2.38e-03Nonsignificant0.711.07Other7232
530EPI.pancreatic_islet.alpha2.31e-03Nonsignificant—0.00Other152330
531MONO.CD14.baseline2.29e-03Nonsignificant1.000.92Other2,26876
532T.CD4_Tcm.Th2_like2.29e-03Nonsignificant0.601.17Other2355
533EPI.lung_multiciliated.baseline2.26e-03Nonsignificant—0.86Other07
534T.MAIT.early_activation2.23e-03Nonsignificant0.801.08Other574
535B.memory.preactivated2.22e-03Nonsignificant0.641.10Other173174
536EPI.skin_interfollicular_spinous.baseline2.17e-03Nonsignificant0.980.55Other353
537T.CD4_naive.mature_mitoprot2.14e-03Nonsignificant0.861.01Other212476
538T.CD4_Tfh.effector_migratory2.11e-03Nonsignificant1.000.82Other12257
539T.CD4_transitional.baseline2.09e-03Nonsignificant0.990.68Other5997
540B.germinal_center.LZ_survival2.07e-03Nonsignificant—0.00Other00
541EPI.lung_multiciliated.mature_motile_cilia2.05e-03Nonsignificant—0.49Other00
542T.CD4_Th17.baseline2.01e-03Nonsignificant0.740.97Other515
543EPI.ileal_goblet.stress_metallothionein1.98e-03Nonsignificant—0.00Other411
544EPI.ileal_goblet.inflammatory_mucin1.98e-03Nonsignificant0.950.22Other69
545EPI.skin_interfollicular_spinous.upper_lipid1.96e-03Nonsignificant—0.00Other66
546T.CD4_Trm.cytotoxic_effector1.95e-03Nonsignificant0.790.88Other11877
547SKM.type_2_fast.oxidative_IIa1.94e-03Nonsignificant0.371.20Other94656
548EPI.skin_interfollicular_spinous.proliferative1.92e-03Nonsignificant—0.00Other00
549EPI.skin_interfollicular_spinous.early_differentiation1.87e-03Nonsignificant0.980.28Other8919
550T.CD8_Trm.homeostatic1.78e-03Nonsignificant0.920.92Other425
551T.CD4_naive.proteostasis_mitoprot1.71e-03Nonsignificant0.861.02Other1537
552NK.cytokine_lung_immediate_early1.71e-03Nonsignificant1.001.05Other424274
553EC.liver_sinusoidal.hypoxia_metabolic1.70e-03Nonsignificant0.810.72Other183107
554DC.cDC1.proliferative1.63e-03Nonsignificant—0.00Other00
555B.germinal_center.LZ_memory_precursor1.62e-03Nonsignificant—0.00Other00
556MAC.resident_cardiac.antigen_presenting1.60e-03Nonsignificant1.000.09Other5227
557T.CD4_cytotoxic.precursor1.59e-03Nonsignificant0.391.33Other15667
558T.MAIT.MAPK_brake1.59e-03Nonsignificant0.840.97Other4466
559B.memory.migratory1.58e-03Nonsignificant0.800.97Other123208
560NEU.INH_LAMP5.projecting1.50e-03Nonsignificant—0.40Other00
561B.germinal_center.DZ_S_phase1.50e-03Nonsignificant—0.00Other00
562B.naive.baseline1.47e-03Nonsignificant0.970.94Other1013
563EPI.skin_interfollicular_spinous.stress_UPR1.47e-03Nonsignificant—0.00Other00
564T.MAIT.quiescent1.44e-03Nonsignificant0.890.86Other1005
565T.CD4_Tcm.tissue_homing1.40e-03Nonsignificant0.751.00Other7846
566T.CD8_Tem.early_helper_like1.31e-03Nonsignificant0.931.03Other445755
567T.CD8_transitional.effector_primed1.29e-03Nonsignificant0.830.98Other435151
568B.age_associated.activated1.25e-03Nonsignificant—0.08Other1822
569B.age_associated.naive_transitional1.19e-03Nonsignificant—0.11Other00
570EPI.skin_interfollicular_spinous.inflammatory1.17e-03Nonsignificant—0.00Other00
571T.CD4_Tcm.regulatory_poised1.16e-03Nonsignificant0.751.06Other23
572NEU.INH_PVALB.chandelier1.15e-03Nonsignificant0.331.16Other1916
573T.CD4_Tcm.Tfh_like1.15e-03Nonsignificant0.711.06Other102214
574T.CD4_Tem.inflammatory1.14e-03Nonsignificant0.851.02Other286
575T.CD4_naive.neddylation_mitoprot1.13e-03Nonsignificant0.920.96Other9356
576T.CD4_naive.survival_mitoprot1.12e-03Nonsignificant0.920.96Other137
577T.CD8_transitional.early1.11e-03Nonsignificant0.830.95Other32755
578NEU.INH_PVALB.nuclear_reg1.07e-03Nonsignificant0.331.27Other2512
579T.CD4_naive.Treg_like1.01e-03Nonsignificant0.861.09Other12172
580DC.cDC2.monocyte_like9.65e-04Nonsignificant0.980.82Other1,285791
581T.CD8_Trm.cytotoxic9.39e-04Nonsignificant0.960.77Other16585
582NEU.INH_LAMP5.exc_inh_balance9.37e-04Nonsignificant—0.00Other462
583T.CD4_naive.neddylation9.10e-04Nonsignificant0.920.86Other104222
584CM.translation_boost_RPL9.00e-04Nonsignificant1.001.04Other1291
585EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal8.48e-04Nonsignificant—0.00Other00
586NEU.INH_PVALB.fastspike8.28e-04Nonsignificant—0.00Other2422
587ILC2.migratory8.20e-04Nonsignificant—0.00Other00
588B.naive.restrained8.13e-04Nonsignificant0.970.83Other183353
589B.naive.remodeling7.95e-04Nonsignificant0.970.92Other135230
590T.CD4_naive.activated_stress7.94e-04Nonsignificant0.861.05Other339429
591EPI.lung_multiciliated.stress7.77e-04Nonsignificant—0.00Other67165
592SKM.type_2_fast.glycolytic_IIx_IIb7.67e-04Nonsignificant0.700.78Other5651,482
593T.CD4_naive.survival7.53e-04Nonsignificant0.920.88Other1217
594T.CD4_Trm.stress_adaptive7.51e-04Nonsignificant0.920.76Other822
595T.CD4_Tcm.crosstalk_myeloid7.48e-04Nonsignificant0.751.02Other54
596T.MAIT.cytotoxic7.36e-04Nonsignificant0.801.08Other5215
597NEU.INH_VIP.nuclear_reg7.23e-04Nonsignificant—0.63Other204
598NK.adaptive_HLAE_tuned7.05e-04Nonsignificant4.27e-031.09Other1,124189
599T.CD4_naive.survival_neddylation6.16e-04Nonsignificant0.920.84Other2638
600MAC.microglia_like.inflammatory_chemokine6.00e-04Nonsignificant—0.00Other2032
601DC.cDC1.homeostatic_inhibitory5.93e-04Nonsignificant—0.00Other00
602NEU.INH_PVALB.metabotropic5.91e-04Nonsignificant—0.21Other00
603NEU.EXC_CT.remodeling5.88e-04Nonsignificant—0.71Other231
604EC.liver_sinusoidal.inflammatory5.78e-04Nonsignificant—0.00Other223154
605T.MAIT.vesicle5.69e-04Nonsignificant0.890.69Other3765
606NEU.INH_VIP.enkephalinergic5.63e-04Nonsignificant—0.72Other00
607T.MAIT.stress5.59e-04Nonsignificant—0.00Other00
608MONO.CD14.APC_like5.43e-04Nonsignificant0.880.95Other1,6862,493
609NEU.INH_LAMP5.glial_interface5.33e-04Nonsignificant—0.00Other00
610T.CD4_Tcm.baseline5.06e-04Nonsignificant0.751.00Other6131
611MONO.CD14.remodeling4.92e-04Nonsignificant1.000.70Other2,373295
612T.CD4_Tfh.precursor_migratory4.80e-04Nonsignificant1.000.60Other7227
613NEU.EXC_NTNG1.synaptic4.62e-04Nonsignificant—0.67Other00
614B.naive.proteostasis4.58e-04Nonsignificant0.970.87Other4969
615MONO.CD16.inflammatory4.38e-04Nonsignificant1.000.85Other1,640168
616T.CD8_Tem.signaling_turnover4.10e-04Nonsignificant0.931.02Other425683
617EC.liver_sinusoidal.stress4.04e-04Nonsignificant—0.00Other413158
618T.CD8_Tem.stress_adapted3.87e-04Nonsignificant0.930.95Other607520
619B.naive.antigen_presenting_ready3.75e-04Nonsignificant0.970.80Other4873
620NEU.EXC_IT.transitional3.66e-04Nonsignificant0.621.20Other237142
621CM.osmoprotection3.64e-04Nonsignificant1.001.01Other3457
622T.CD8_Tcm.NK_like3.43e-04Nonsignificant0.241.24Other334581
623T.CD4_Th17.cytotoxic3.39e-04Nonsignificant0.740.98Other332123
624NK.cytokine_tissue_resident3.09e-04Nonsignificant1.001.06Other7482
625EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic3.05e-04Nonsignificant—0.00Other00
626NEU.EXC_IT.adhesion3.02e-04Nonsignificant0.731.09Other252108
627T.CD4_naive.purinergic2.80e-04Nonsignificant0.920.80Other491
628DC.cDC2.adhesion_signaling2.66e-04Nonsignificant0.980.64Other359
629T.CD4_Tcm.effector_like2.65e-04Nonsignificant0.750.99Other293533
630SKM.type_1_slow.glycolytic2.61e-04Nonsignificant0.401.42Other362647
631T.CD4_Tcm.synapse_dynamics2.42e-04Nonsignificant0.751.08Other1510
632CM.mito_proteostasis1.99e-04Nonsignificant1.001.01Other32929
633NEU.EXC_IT.neuromodulated1.95e-04Nonsignificant0.860.92Other176116
634NEU.INH_VIP.matrix1.82e-04Nonsignificant—0.26Other2477
635NK.cytokine_tissue_activation1.70e-04Nonsignificant1.001.02Other267450
636T.CD4_Tcm.secretory1.66e-04Nonsignificant0.751.01Other2011
637CM.inflammatory1.65e-04Nonsignificant—1.30Other00
638T.CD4_Tem.cytotoxic_effector1.59e-04Nonsignificant0.850.91Other225398
639T.CD8_Tem.TEMRA1.54e-04Nonsignificant0.930.88Other9201,088
640MAC.microglia_like.phagocytic_redox1.54e-04Nonsignificant—0.00Other00
641NEU.EXC_IT.guidance1.42e-04Nonsignificant0.860.92Other27463
642NEU.INH_VIP.cannabinoid1.35e-04Nonsignificant—0.20Other00
643T.CD4_Treg.Tr1_like1.31e-04Nonsignificant—0.00Other88
644T.CD8_Tcm.baseline1.13e-04Nonsignificant0.521.07Other9089
645EC.liver_sinusoidal.remodeling_lipotoxicity1.07e-04Nonsignificant—0.00Other9058
646NEU.INH_PVALB.serotonergic1.03e-04Nonsignificant—0.00Other00
647NK.adaptive_axis_baseline1.02e-04Nonsignificant0.301.07Other1,008153
648NEU.EXC_CT.Ca2_signaling9.92e-05Nonsignificant—0.43Other6817
649NEU.INH_PVALB.neuromodulatory9.89e-05Nonsignificant—0.00Other00
650T.CD4_Tem.transitional_CM8.87e-05Nonsignificant0.850.87Other3120
651NEU.INH_VIP.canonical_disinhibitory8.52e-05Nonsignificant0.640.91Other5938
652T.CD4_Tcm.APC_mimicry7.94e-05Nonsignificant0.900.93Other5443
653MONO.CD16.patrolling7.71e-05Nonsignificant1.000.49Other797216
654NEU.EXC_CT.projector7.63e-05Nonsignificant0.850.70Other8726
655CM.sarcomere_actin_interface7.06e-05Nonsignificant1.000.91Other45078
656T.CD4_cytotoxic.baseline6.66e-05Nonsignificant0.461.24Other00
657T.CD8_Tcm.gut_homing6.21e-05Nonsignificant0.241.20Other380112
658B.memory.pDC_imprint5.89e-05Nonsignificant0.840.81Other157103
659SKM.type_1_slow.contractile5.73e-05Nonsignificant0.940.98Other5968
660NK.cytokine_axis_baseline4.53e-05Nonsignificant1.000.90Other1,172116
661T.CD4_Tcm.RNA_control4.40e-05Nonsignificant0.970.87Other964
662T.CD8_Tcm.helper_like4.29e-05Nonsignificant0.900.85Other81159
663T.gamma_delta.central_memory4.22e-05Nonsignificant0.980.75Other460919
664T.CD4_cytotoxic.NK_adapted3.48e-05Nonsignificant0.461.25Other8233
665NEU.INH_VIP.regulatory_remodeling3.39e-05Nonsignificant—0.00Other61
666NK.adaptive_immature_precursor3.28e-05Nonsignificant1.000.94Other358111
667CM.oxidative_phospho3.26e-05Nonsignificant1.000.98Other266792
668NEU.EXC_NTNG1.nuclear_reg2.96e-05Nonsignificant—0.00Other00
669T.CD4_cytotoxic.activated2.77e-05Nonsignificant0.491.12Other31
670T.CD8_Tem.motility_primed1.92e-05Nonsignificant0.930.83Other2694
671CM.mechano_activated1.90e-05Nonsignificant1.000.89Other205134
672NK.cytokine_biosynthetic_primed1.83e-05Nonsignificant1.000.92Other36021
673NEU.EXC_IT.callosal1.72e-05Nonsignificant1.000.33Other286119
674T.CD8_Tcm.effector_bias1.60e-05Nonsignificant0.900.86Other199329
675SKM.type_1_slow.oxidative1.57e-05Nonsignificant0.940.52Other802251
676NK.adaptive_adipose_stress1.56e-05Nonsignificant1.000.86Other37439
677NK.adaptive_terminal_cytotoxic1.49e-05Nonsignificant1.000.82Other485802
678T.CD4_cytotoxic.terminal_effector1.42e-05Nonsignificant0.850.84Other28621
679NK.cytokine_quiescent1.26e-05Nonsignificant1.000.86Other6231,062
680NEU.EXC_CT.Ca2_sensor1.24e-05Nonsignificant—0.00Other00
681NEU.INH_VIP.excitatory_coupled1.09e-05Nonsignificant—0.00Other130
682NK.cytokine_vascular_patrolling1.08e-05Nonsignificant1.000.86Other86394
683T.CD4_Tcm.retro_ZNF1177.32e-06Nonsignificant0.970.63Other59
684NEU.INH_VIP.opioid2.84e-06Nonsignificant—0.00Other509
685NK.adaptive_biosynthetic_primed1.34e-06Nonsignificant1.000.64Other244405
686NEU.EXC_SYT2.nuclear_reg1.17e-06Nonsignificant—0.00Other00
687CM.translation_boost_RPS1.02e-06Nonsignificant1.000.80Other6916
688CM.anti_inflammatory2.89e-07Nonsignificant1.000.61Other4241,503

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

158 unique genes. Showing 1–158. 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)
DCN01-High0.634.99G1C1adipose_stem_and_progenitor_cell (L1), fibroblast (L1), ASPC.adipose_stem_and_progenitor_cell (L1S), FIB.adventitial (L1S), FIB.barrier_purinergic (L1S), FIB.barrier_secretory (L1S), FIB.interstitial (L1S), FIB.lung_alveolar (L1S), FIB.neurolectin_mucosa (L1S), FIB.skin_neurosecretory (L1S), FIB.suburothelial (L1S), FIB.tracheal_subepithelial (L1S), FIB.transitioning (L1S), EPI.thymic_medullary.canonical_alarmin (L2), FIB.adventitial.complement_angiocrine (L2), FIB.lung_alveolar.mito_secretory (L2), FIB.suburothelial.homeostasis_matrix (L2)adipose_stem_and_progenitor_cell (Tier: specific)
chondrocyte (Tier: specific)
fibroblast (Tier: specific)
ASPC.adipose_stem_and_progenitor_cell (Tier: specific)
CHOND.chondrocyte (Tier: specific)
EPI.skin_hair_follicle_bulge (Tier: specific)
FIB.adventitial (Tier: specific)
FIB.barrier_secretory (Tier: specific)
FIB.interstitial (Tier: specific)
ASPC.stem_like_progenitor (Tier: specific)
FIB.suburothelial.homeostasis_matrix (Tier: specific)
FIB.barrier_purinergic (Tier: relevant)
FIB.neurolectin_mucosa (Tier: relevant)
FIB.perivascular_interface (Tier: relevant)
FIB.reticular (Tier: relevant)
FIB.skin_sheath (Tier: relevant)
FIB.skin_tenogenic (Tier: relevant)
FIB.suburothelial (Tier: relevant)
FIB.tracheal_subepithelial (Tier: relevant)
FIB.transitioning (Tier: relevant)
ASPC.adipocyte_capillary_interface (Tier: relevant)
ASPC.inflammatory (Tier: relevant)
ASPC.niche_keeping_progenitor (Tier: relevant)
ASPC.remodeling (Tier: relevant)
CHOND.angiogenic (Tier: relevant)
CHOND.pro_inflammatory (Tier: relevant)
FIB.adventitial.adhesion_lipid (Tier: relevant)
FIB.adventitial.complement_angiocrine (Tier: relevant)
FIB.adventitial.inflammatory_activated (Tier: relevant)
FIB.adventitial.mechano_chemo_sensing (Tier: relevant)
FIB.neurolectin_mucosa.inflammatory (Tier: relevant)
FIB.neurolectin_mucosa.remodeling_repair (Tier: relevant)
FIB.perivascular_interface.lipid_shuttle (Tier: relevant)
FIB.reticular.immune_interface (Tier: relevant)
FIB.reticular.stromal_niche (Tier: relevant)
FIB.skin_sheath.ECM_immune (Tier: relevant)
FIB.skin_sheath.stress_chaperone (Tier: relevant)
FIB.skin_tenogenic.baseline (Tier: relevant)
FIB.suburothelial.urothelial_interface (Tier: relevant)
FIB.tracheal_subepithelial.baseline (Tier: relevant)
FIB.transitioning.matrix_stress (Tier: relevant)
FIB.transitioning.secretory_procollagen (Tier: relevant)
121 cells — complete matches530
LTBP101-High0.522.30G1C1FIB.interstitial.lipid_matrix (L2)fibroblast (Tier: specific)
FIB.adventitial (Tier: specific)
FIB.interstitial (Tier: specific)
EPI.salivary_intercalated_defense.basal_EMT (Tier: relevant)
FIB.adventitial.adhesion_lipid (Tier: relevant)
FIB.adventitial.complement_angiocrine (Tier: relevant)
FIB.adventitial.inflammatory_activated (Tier: relevant)
FIB.adventitial.mechano_chemo_sensing (Tier: relevant)
FIB.reticular.immune_interface (Tier: relevant)
FIB.suburothelial.urothelial_interface (Tier: relevant)
54 cells — complete matches2775
LUM01-High0.485.75G1C1fibroblast (L1), FIB.barrier_purinergic (L1S), FIB.barrier_secretory (L1S), FIB.interstitial (L1S), FIB.neurolectin_mucosa (L1S), FIB.suburothelial (L1S), EPI.pancreatic_ductal_perivascular.baseline (L2), FIB.barrier_purinergic.lipid_secretory (L2)adipose_stem_and_progenitor_cell (Tier: specific)
chondrocyte (Tier: specific)
fibroblast (Tier: specific)
ASPC.adipose_stem_and_progenitor_cell (Tier: specific)
CHOND.chondrocyte (Tier: specific)
EPI.skin_hair_follicle_bulge (Tier: specific)
FIB.adventitial (Tier: specific)
FIB.barrier_secretory (Tier: specific)
FIB.interstitial (Tier: specific)
ASPC.stem_like_progenitor (Tier: specific)
FIB.suburothelial.homeostasis_matrix (Tier: specific)
FIB.barrier_purinergic (Tier: relevant)
FIB.neurolectin_mucosa (Tier: relevant)
FIB.perivascular_interface (Tier: relevant)
FIB.reticular (Tier: relevant)
FIB.skin_sheath (Tier: relevant)
FIB.skin_tenogenic (Tier: relevant)
FIB.suburothelial (Tier: relevant)
FIB.tracheal_subepithelial (Tier: relevant)
FIB.transitioning (Tier: relevant)
ASPC.adipocyte_capillary_interface (Tier: relevant)
ASPC.inflammatory (Tier: relevant)
ASPC.niche_keeping_progenitor (Tier: relevant)
ASPC.remodeling (Tier: relevant)
CHOND.angiogenic (Tier: relevant)
CHOND.pro_inflammatory (Tier: relevant)
FIB.adventitial.adhesion_lipid (Tier: relevant)
FIB.adventitial.complement_angiocrine (Tier: relevant)
FIB.adventitial.inflammatory_activated (Tier: relevant)
FIB.adventitial.mechano_chemo_sensing (Tier: relevant)
FIB.neurolectin_mucosa.inflammatory (Tier: relevant)
FIB.neurolectin_mucosa.remodeling_repair (Tier: relevant)
FIB.perivascular_interface.lipid_shuttle (Tier: relevant)
FIB.reticular.immune_interface (Tier: relevant)
FIB.reticular.stromal_niche (Tier: relevant)
FIB.skin_sheath.ECM_immune (Tier: relevant)
FIB.skin_sheath.stress_chaperone (Tier: relevant)
FIB.skin_tenogenic.baseline (Tier: relevant)
FIB.suburothelial.urothelial_interface (Tier: relevant)
FIB.tracheal_subepithelial.baseline (Tier: relevant)
FIB.transitioning.matrix_stress (Tier: relevant)
FIB.transitioning.secretory_procollagen (Tier: relevant)
101 cells — complete matches520
CHSY101-High0.476.77G1C1—FIB.perivascular_interface (Tier: relevant)
FIB.adventitial.complement_angiocrine (Tier: relevant)
FIB.reticular.immune_interface (Tier: relevant)
36 cells — complete matches2340
ENSG0000030016602-Medium0.6219.07G1C2———11
COL5A102-Medium0.6112.67G2C1—fibroblast (Tier: specific)
FIB.adventitial (Tier: specific)
FIB.interstitial (Tier: specific)
FIB.perivascular_interface (Tier: relevant)
FIB.skin_tenogenic (Tier: relevant)
FIB.adventitial.adhesion_lipid (Tier: relevant)
FIB.adventitial.complement_angiocrine (Tier: relevant)
FIB.adventitial.inflammatory_activated (Tier: relevant)
FIB.adventitial.mechano_chemo_sensing (Tier: relevant)
FIB.perivascular_interface.lipid_shuttle (Tier: relevant)
FIB.skin_tenogenic.baseline (Tier: relevant)
FIB.transitioning.matrix_stress (Tier: relevant)
39 cells — complete matches410
C8G02-Medium0.558.20G1C2EPI.hepatic_ductular_cholangiocyte.acute_phase_complement (L2), EPI.ileal_enterocyte_crypt.villus_transition (L2)FIB.transitioning (Tier: relevant)
FIB.transitioning.secretory_procollagen (Tier: relevant)
36 cells — complete matches914
ENSG0000030020702-Medium0.5312.36G1C2———67
NDUFAF602-Medium0.536.23G1C2——B.age_associated.migratory (L2), EPI.intrahepatic_cholangiocyte_defense.secretory_barrier (L2), FIB.lung_alveolar.stress_interacting (L2)1647
ENSG0000030004002-Medium0.5112.83G1C2———00
ENSG0000029688002-Medium0.515.79G1C2———1321
ENSG0000026181602-Medium0.5117.40G1C2———00
ENSG0000022887702-Medium0.5111.05G2C2———34
LINC0269202-Medium0.5011.67G2C2———11
ADAMTS802-Medium0.506.14G1C2—fibroblast (Tier: specific)
FIB.adventitial (Tier: specific)
FIB.interstitial (Tier: specific)
FIB.perivascular_interface (Tier: relevant)
FIB.transitioning (Tier: relevant)
FIB.adventitial.inflammatory_activated (Tier: relevant)
FIB.reticular.immune_interface (Tier: relevant)
23 cells — complete matches1017
ENSG0000030669402-Medium0.499.81G2C2———23
LCN1202-Medium0.489.95G1C2—EPI.pancreatic_ductal_mucinous.remodeling_channel_rich (Tier: relevant)27 cells — complete matches56
PTGDS02-Medium0.489.42G1C2DC.pDC.immature_metabolic (L2), EC.liver_sinusoidal.prostanoid (L2), EPI.thymic_medullary.canonical_alarmin (L2), FIB.barrier_purinergic.lipid_secretory (L2), NEU.INH_PVALB.neuromodulatory (L2)fibroblast (Tier: specific)
FIB.adventitial (Tier: specific)
FIB.interstitial (Tier: specific)
FIB.suburothelial.homeostasis_matrix (Tier: specific)
muscle_stem_cell (Tier: relevant)
FIB.barrier_purinergic (Tier: relevant)
FIB.perivascular_interface (Tier: relevant)
FIB.reticular (Tier: relevant)
FIB.skin_sheath (Tier: relevant)
FIB.tracheal_subepithelial (Tier: relevant)
MUSC.muscle_stem_cell (Tier: relevant)
FIB.adventitial.complement_angiocrine (Tier: relevant)
FIB.adventitial.inflammatory_activated (Tier: relevant)
FIB.adventitial.mechano_chemo_sensing (Tier: relevant)
FIB.perivascular_interface.lipid_shuttle (Tier: relevant)
FIB.reticular.immune_interface (Tier: relevant)
FIB.reticular.stromal_niche (Tier: relevant)
FIB.skin_sheath.ECM_immune (Tier: relevant)
FIB.skin_sheath.stress_chaperone (Tier: relevant)
FIB.tracheal_subepithelial.baseline (Tier: relevant)
MUSC.early_activation (Tier: relevant)
142 cells — complete matches32
BRD3OS02-Medium0.489.83G2C2———23
KERA02-Medium0.485.41G2C1—FIB.neurolectin_mucosa (Tier: relevant)
FIB.adventitial.complement_angiocrine (Tier: relevant)
FIB.neurolectin_mucosa.inflammatory (Tier: relevant)
FIB.neurolectin_mucosa.remodeling_repair (Tier: relevant)
8 cells — complete matches11
RABGEF1P1.202-Medium0.488.49G2C2———02
RABGEF102-Medium0.489.73G2C2——5 cells — complete matches00
ENSG0000030178902-Medium0.4710.43G1C2———00
ENSG0000028901502-Medium0.479.56G2C2———00
ENSG0000017741802-Medium0.477.91G2C2———00
TMEM24802-Medium0.4710.14G1C2——HEP.pericentral_lipoprotein.ApoB_coagulation (L2)26
LINC0218202-Medium0.4712.44G1C2—FIB.barrier_secretory (Tier: specific)25 cells — complete matches919
EPYC02-Medium0.475.10G2C1—CHOND.pro_inflammatory (Tier: relevant)CHOND.pro_inflammatory (L2)11
KCTD702-Medium0.468.70G1C2—FIB.adventitial.mechano_chemo_sensing (Tier: relevant)30 cells — complete matches28
PAXX02-Medium0.467.70G1C2——DC.pDC (L1S), DC.pDC.baseline (L2)11
HSP90B102-Medium0.464.46G2C1EPI.pancreatic_ductal_perivascular.protective_antioxidant (L2), THYMO.SP_CD4_naive (L2), THYMO.SP_CD8_transitional (L2), THYMO.proliferative_G2M (L2)—12 cells — complete matches42
ENSG0000028434102-Medium0.4610.36G1C2———32
BRD302-Medium0.469.49G2C2—FIB.adventitial.mechano_chemo_sensing (Tier: relevant)8 cells — complete matches617
ENSG0000028446102-Medium0.468.48G1C2———28
TP53INP102-Medium0.466.17G1C2—FIB.adventitial (Tier: specific)39 cells — complete matches1141
ENSG0000030012802-Medium0.4612.04G1C2———00
MIR365202-Medium0.464.28G2C1———42
ENSG0000029370702-Medium0.449.46G2C2———02
ENSG0000027283102-Medium0.449.05G2C2———416
ENSG0000029711102-Medium0.4410.30G1C2———11
ENSG0000022682402-Medium0.448.85G2C2———00
GUSB02-Medium0.436.22G1C2———1121
ZNF46902-Medium0.4311.54G1C2—FIB.transitioning (Tier: relevant)
FIB.adventitial.mechano_chemo_sensing (Tier: relevant)
FIB.reticular.immune_interface (Tier: relevant)
FIB.transitioning.secretory_procollagen (Tier: relevant)
10 cells — complete matches1221
LINC0282302-Medium0.434.21G2C1———00
LCNL102-Medium0.425.78G1C2ASTRO.neuromodulatory (L2), ASTRO.synaptic_interaction (L2), DC.pDC.immature_metabolic (L2), OLG.regulatory (L2)FIB.reticular (Tier: relevant)
FIB.adventitial.complement_angiocrine (Tier: relevant)
FIB.adventitial.inflammatory_activated (Tier: relevant)
FIB.adventitial.mechano_chemo_sensing (Tier: relevant)
FIB.reticular.stromal_niche (Tier: relevant)
23 cells — complete matches11
TIPARP02-Medium0.428.20G2C2EC.liver_sinusoidal.hypoxia_metabolic (L2), EPI.alveolar_type_2.injury_primed (L2), FIB.adventitial.activated_remodelling (L2), T.CD4_Trm.baseline (L2)—19 cells — complete matches814
CERS3-AS102-Medium0.422.32G2C1—FIB.reticular (Tier: relevant)
FIB.adventitial.inflammatory_activated (Tier: relevant)
FIB.reticular.stromal_niche (Tier: relevant)
16 cells — complete matches00
LINC0061502-Medium0.424.14G2C1———01
ENSG0000029738902-Medium0.423.43G2C1———00
SMAD302-Medium0.425.48G1C2EPI.pancreatic_ductal_bicarbonate.repair_actin_junction (L2)—16 cells — complete matches3073
LRRK102-Medium0.416.70G2C2—FIB.transitioning (Tier: relevant)
FIB.perivascular_interface.lipid_shuttle (Tier: relevant)
31 cells — complete matches12
CLIC302-Medium0.418.15G1C2EC.arterial.homeostatic (L2), EPI.lung_club_secretory.canonical_surfactant (L2), EPI.skin_interfollicular_spinous.upper_lipid (L2), NK.cytokine_axis_baseline (L2), T.CD8_Tcm.gut_homing (L2), THYMO.SP_CD8_naive (L2)EPI.pancreatic_ductal_mucinous (Tier: specific)
ASPC.remodeling (Tier: relevant)
EPI.salivary_intercalated_defense.basal_EMT (Tier: relevant)
112 cells — complete matches54
ENSG0000028789202-Medium0.417.28G2C2———00
FBXW502-Medium0.413.84G1C2——DC.mig (L1S), DC.mig.baseline (L2)1833
SMAD3-AS102-Medium0.415.74G1C2———1133
ENSG0000028960502-Medium0.402.60G2C1———519
TIPARP-AS102-Medium0.407.58G2C2——14 cells — complete matches57
LEKR102-Medium0.406.68G1C2—FIB.perivascular_interface (Tier: relevant)13 cells — complete matches35
ENSG0000025975502-Medium0.397.10G2C2———624
ARID5B02-Medium0.394.18G2C1FIB.hepatic_stellate_cell.inflammatory (L2), MEL.neurotrophic_migratory (L2)ASPC.inflammatory (Tier: relevant)15 cells — complete matches2974
ABCA202-Medium0.397.49G1C2—FIB.reticular.stromal_niche (Tier: relevant)40 cells — complete matches43
ZBTB44-DT02-Medium0.393.95G1C2———1017
ENSG0000029619802-Medium0.395.92G2C2———00
ENSG0000029435002-Medium0.382.99G2C1———519
ENSG0000029339902-Medium0.384.02G2C2———23
ENSG0000030387802-Medium0.386.99G2C2———35
ENSG0000030295202-Medium0.384.52G1C2———11
ENSG0000029380202-Medium0.374.48G2C1———00
ENSG0000027773802-Medium0.372.58G2C1———419
CFAP41802-Medium0.376.41G1C2———617
ENSG0000027250902-Medium0.375.98G1C2———421
CCNE202-Medium0.375.69G1C2——41 cells — complete matches626
ENSG0000028854202-Medium0.377.08G2C2———12
ENSG0000030884202-Medium0.361.13G2C1———519
ENSG0000029763602-Medium0.367.03G2C2———12
PLEKHF202-Medium0.365.80G1C2——15 cells — complete matches39
ENSG0000029825602-Medium0.355.45G1C2———2243
TMEM212-AS102-Medium0.3510.20G2C2——NEU.EXC_IT.adhesion (L2), NEU.EXC_IT.transitional (L2)748
INTS802-Medium0.356.03G1C2—FIB.perivascular_interface.lipid_shuttle (Tier: relevant)6 cells — complete matches420
ENSG0000029839402-Medium0.346.43G2C2———723
WNT10A02-Medium0.343.01G2C2DC.pDC.immature_metabolic (L2)FIB.skin_sheath (Tier: relevant)
EPI.renal_immature_ureteric_bud.osmoprotective (Tier: relevant)
EPI.salivary_intercalated_defense.basal_EMT (Tier: relevant)
FIB.adventitial.mechano_chemo_sensing (Tier: relevant)
FIB.skin_sheath.ECM_immune (Tier: relevant)
FIB.skin_sheath.stress_chaperone (Tier: relevant)
105 cells — complete matches1385
ENSG0000030132102-Medium0.342.83G1C2———1017
RTKN202-Medium0.344.92G1C2T.CD4_naive.Treg_like (L2), T.CD8_Tcm.NK_like (L2), THYMO.CD8aa_IELp (L2)FIB.adventitial.mechano_chemo_sensing (Tier: relevant)63 cells — complete matches2142
ENSG0000030675402-Medium0.341.31G2C1———12
LINC0254202-Medium0.344.80G2C1—CHOND.pro_inflammatory (Tier: relevant)
FIB.adventitial.adhesion_lipid (Tier: relevant)
32 cells — complete matches00
PPP2R3A02-Medium0.345.78G2C2——5 cells — complete matches2798
SNX1902-Medium0.342.98G1C2——10 cells — complete matches1017
LINC0239102-Medium0.330.69G2C1——45 cells — complete matches418
ENSG0000031004602-Medium0.331.58G2C1———1018
ZNF36502-Medium0.336.30G1C2——53 cells — complete matches1927
ENSG0000030756502-Medium0.334.13G1C2———2036
ENSG0000030758602-Medium0.333.56G1C2———2041
ENSG0000028938402-Medium0.320.71G2C1———45
ENSG0000031052902-Medium0.320.71G2C1———519
NCK102-Medium0.322.72G1C2——B.age_associated.naive_transitional (L2), T.CD4_Trm.stress_adaptive (L2)3567
ENSG0000028583702-Medium0.325.51G1C2———2330
MIR770602-Medium0.316.31G1C2———48
SMAD3-DT02-Medium0.314.08G1C2———2146
ENSG0000029420002-Medium0.318.10G2C2———57
LINC0262502-Medium0.303.39G1C2———3877
LINC0057802-Medium0.306.19G2C2—fibroblast (Tier: specific)
FIB.adventitial (Tier: specific)
FIB.interstitial (Tier: specific)
FIB.adventitial.adhesion_lipid (Tier: relevant)
FIB.adventitial.complement_angiocrine (Tier: relevant)
FIB.adventitial.inflammatory_activated (Tier: relevant)
FIB.adventitial.mechano_chemo_sensing (Tier: relevant)
17 cells — complete matches00
AKAP1302-Medium0.305.56G1C2——6 cells — complete matches39139
ENSG0000025918202-Medium0.304.37G2C2———622
ENSG0000029121202-Medium0.306.51G1C2———840
ENSG0000030895502-Medium0.303.91G2C2———622
GTF2IRD1P1.202-Medium0.309.62G2C2———00
CABCOCO102-Medium0.304.09G1C2———1128
ENSG0000028917702-Medium0.309.37G2C2———00
RHOBTB102-Medium0.305.34G1C2—fibroblast (Tier: specific)
EPI.pancreatic_ductal_mucinous (Tier: specific)
EPI.pancreatic_ductal_mucinous.mucin_rich_barrier (Tier: specific)
EPI.pancreatic_ductal_mucinous.remodeling_channel_rich (Tier: relevant)
FIB.adventitial.adhesion_lipid (Tier: relevant)
FIB.adventitial.mechano_chemo_sensing (Tier: relevant)
FIB.perivascular_interface.lipid_shuttle (Tier: relevant)
39 cells — complete matches1220
NCK1-DT02-Medium0.292.51G2C1———3784
LINC0059802-Medium0.295.27G2C2—adipocyte (Tier: relevant)
ADIPO.adipocyte (Tier: relevant)
ADIPO.inflammatory (Tier: relevant)
SCHWN.translation_boost (Tier: relevant)
27 cells — complete matches10
IL20RB02-Medium0.283.16G1C2—EPI.skin_hair_follicle_bulge (Tier: specific)
FIB.barrier_secretory (Tier: specific)
FIB.skin_sheath (Tier: relevant)
FIB.skin_sheath.ECM_immune (Tier: relevant)
FIB.skin_sheath.stress_chaperone (Tier: relevant)
52 cells — complete matches2045
ENSG0000030950002-Medium0.286.85G1C2———47
ENSG0000029626202-Medium0.285.35G2C2———623
ALDH1A3-AS102-Medium0.284.46G2C2———11
VKORC1L102-Medium0.285.51G2C1——12 cells — complete matches00
ENSG0000031050502-Medium0.287.90G2C2———00
ENSG0000028983402-Medium0.282.64G1C2———2033
ENSG0000030231302-Medium0.276.00G2C1———01
ENSG0000030952302-Medium0.275.84G1C2———732
SMASR02-Medium0.273.17G1C2———723
LINC0300602-Medium0.275.46G2C1———00
SLC35G202-Medium0.273.76G2C1—FIB.barrier_purinergic (Tier: relevant)24 cells — complete matches46105
TMEM2602-Medium0.262.40G1C2——38 cells — complete matches1523
ENSG0000029112402-Medium0.265.43G2C1———55
ENSG0000030302402-Medium0.255.53G2C1———00
STAG102-Medium0.256.03G2C1——EPI.alveolar_type_1.activated (L2), MAC.MDM.APC_dendritic (L2)33
NUPR2P102-Medium0.255.47G2C1———00
ENSG0000030156202-Medium0.255.49G2C1———02
CCT6P102-Medium0.255.58G2C1———55
IL20RB-AS102-Medium0.242.73G1C2——FIB.adventitial.PI16_matrix (L2), FIB.barrier_secretory.homeostasis (L2)58
STAG1-DT02-Medium0.245.91G2C1———22
ENSG0000030605202-Medium0.244.12G2C1———22
LINC0301102-Medium0.245.07G2C2———26
TRAF202-Medium0.241.44G2C2—FIB.transitioning (Tier: relevant)16 cells — complete matches1523
ENSG0000029055302-Medium0.235.02G2C1———00
INTS4P202-Medium0.235.02G2C1———00
ENSG0000023542102-Medium0.235.57G2C1———00
COL4A302-Medium0.236.75G2C2SKM.type_1_slow.glycolytic (L2)fibroblast (Tier: specific)
FIB.adventitial (Tier: specific)
FIB.adventitial.adhesion_lipid (Tier: relevant)
FIB.adventitial.complement_angiocrine (Tier: relevant)
FIB.adventitial.inflammatory_activated (Tier: relevant)
FIB.adventitial.mechano_chemo_sensing (Tier: relevant)
64 cells — complete matches10
MIR447902-Medium0.231.53G2C2———1523
LINC0017402-Medium0.224.12G2C2—FIB.adventitial (Tier: specific)
FIB.adventitial.mechano_chemo_sensing (Tier: relevant)
27 cells — complete matches37
ASL02-Medium0.224.47G2C1——4 cells — complete matches1319
TPST102-Medium0.223.50G2C2ASTRO.A2_reactive (L2)—25 cells — complete matches33
ENSG0000024931902-Medium0.213.66G2C1———79
SELENOS02-Medium0.206.29G2C2——7 cells — complete matches622
MSL202-Medium0.206.32G2C2——15 cells — complete matches1229
ENSG0000023638502-Medium0.183.51G2C2———00
LPAR102-Medium0.176.95G2C2—fibroblast (Tier: specific)
FIB.adventitial (Tier: specific)
FIB.barrier_purinergic (Tier: relevant)
FIB.perivascular_interface (Tier: relevant)
FIB.reticular (Tier: relevant)
FIB.adventitial.adhesion_lipid (Tier: relevant)
FIB.adventitial.complement_angiocrine (Tier: relevant)
FIB.adventitial.mechano_chemo_sensing (Tier: relevant)
FIB.reticular.immune_interface (Tier: relevant)
FIB.reticular.stromal_niche (Tier: relevant)
43 cells — complete matches25
PCCB02-Medium0.166.07G2C2—FIB.transitioning (Tier: relevant)7 cells — complete matches22
ENSG0000031049102-Medium0.144.66G2C2———00
ENSG0000029837002-Medium0.133.36G2C2———00
ENSG0000029838602-Medium0.133.36G2C2———00
TJP102-Medium0.132.44G2C2—granulosa_cell (Tier: relevant)8 cells — complete matches00
ENSG0000029099702-Medium0.101.81G2C2———00
ENSG0000027991202-Medium0.090.82G2C2———00
GOLGA8T02-Medium0.081.30G2C2——DC.cDC2.proliferative (L2)00
ENSG0000029625002-Medium0.071.00G2C2———00
LINC0224902-Medium0.061.14G2C2—adipocyte (Tier: relevant)
melanocyte (Tier: relevant)
ADIPO.adipocyte (Tier: relevant)
MEL.melanocyte (Tier: relevant)
28 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.