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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.

FING00000001 · All tissues

Abdominal aortic aneurysm (AAA): 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: Aortic aneurysm

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)
1endothelial_cell14.28Significant3.30e-491.35Specific373974
2hepatocyte5.85Significant1.91e-121.15Specific1,5153,822
3smooth_muscle_cell4.63Nominal1.001.04Other27139
4mesothelial_cell4.03Nominal1.000.92Other636
5granulosa_cell3.79Nominal1.000.98Other293670
6fibroblast3.49Nominal0.391.03Other184826
7pericyte3.38Nominal1.000.95Other128517
8adipose_stem_and_progenitor_cell3.26Nominal0.171.04Other327954
9muscle_stem_cell2.87Nonsignificant1.000.99Other727
10macrophage2.74Nonsignificant1.000.96Other8131,732
11induced_pluripotent_stem_cell2.56Nonsignificant1.000.96Other00
12dendritic_cell1.89Nonsignificant1.000.90Other496724
13haematopoietic_progenitor_cell1.51Nonsignificant1.000.86Other262502
14chondrocyte1.46Nonsignificant1.000.93Other5481,069
15platelet1.32Nonsignificant—0.51Other85104
16adipocyte1.18Nonsignificant1.000.84Other33111
17epithelial_cell1.03Nonsignificant1.000.89Other2447
18granulocyte0.90Nonsignificant1.000.82Other56
19monocyte0.38Nonsignificant1.000.76Other2,1763,871
20schwann_cell0.33Nonsignificant1.000.76Other1057
21plasma_cell0.16Nonsignificant1.000.70Other1724
22B_cell0.12Nonsignificant1.000.66Other356694
23natural_killer_cell0.09Nonsignificant1.000.66Other1,2042,052
24melanocyte0.04Nonsignificant1.000.72Other97309
25neuron0.03Nonsignificant1.000.60Other3301,328
26innate_lymphoid_cell_20.03Nonsignificant1.000.71Other38
27thymocyte0.03Nonsignificant1.000.66Other168512
28T_cell9.28e-03Nonsignificant1.000.38Other470959
29microglia6.34e-03Nonsignificant1.000.50Other61129
30cardiomyocyte5.24e-03Nonsignificant1.000.73Other5332,045
31astrocyte1.30e-03Nonsignificant1.000.46Other2561,203
32oligodendrocyte8.35e-05Nonsignificant1.000.51Other3851,507
33skeletal_muscle_cell1.44e-05Nonsignificant1.000.34Other9442,600
34oligodendrocyte_precursor_cell2.95e-06Nonsignificant1.000.32Other4611,454

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1EC.liver_sinusoidal37.40Significant2.82e-222.93Specific1,0831,925
2EC.heart_remodeling19.03Significant4.82e-051.71Specific5691,594
3EC.capillary14.95Significant0.231.16Specific5141,635
4EC.venous14.78Significant0.461.06Specific5161,387
5EPI.tracheal_basal10.88Significant0.041.23Relevant3981,120
6FIB.tracheal_subepithelial9.03Significant—1.82Relevant00
7EPI.skin_hair_follicle_bulge9.01Significant0.501.17Relevant51178
8EC.arterial8.61Significant1.000.25Specific356885
9EPI.skin_appendage_keratinocyte8.09Significant0.081.20Relevant87222
10FIB.hepatic_stellate_cell7.51Significant—1.49Specific64252
11HEP.acute_phase7.43Significant1.18e-072.17Specific1,4413,641
12EPI.skin_follicular_keratinizing7.31Significant0.591.16Relevant3081
13EPI.tracheal_suprabasal7.20Significant0.891.17Relevant2956
14HEP.periportal_metabolic6.39Significant2.57e-041.72Specific1,7504,427
15FIB.suburothelial5.85Significant2.60e-031.90Specific122432
16HEP.pericentral_lipoprotein4.96Nominal—0.00Other00
17EPI.cervical_suprabasal4.94Nominal—1.35Other1450
18EPI.thymic_medullary4.91Nominal0.551.13Other26133
19FIB.transitioning4.89Nominal2.60e-031.95Other172497
20MAC.LAM4.75Nominal4.40e-232.10Other9142,064
21SMC.smooth_muscle_cell4.63Nominal——Other20101
22FIB.reticular4.63Nominal0.191.43Other1987
23EPI.esophageal_basal4.63Nominal0.891.14Other410
24EPI.esophageal_suprabasal4.29Nominal0.501.11Other158404
25HEP.canalicular_transport4.18Nominal1.000.04Other1,2903,434
26FIB.perivascular_interface4.13Nominal0.391.28Other00
27FIB.interstitial4.04Nominal5.84e-041.60Other288940
28MESO.mesothelial_cell4.03Nominal——Other218
29GRNLSA.granulosa_cell3.79Nominal——Other2570
30DC.cDC13.57Nominal0.161.38Other55112
31FIB.neurolectin_mucosa3.56Nominal0.990.88Other133394
32PERI.pericyte3.38Nominal——Other1170
33EPI.skin_keratinocyte_proliferating3.28Nominal1.001.03Other4776
34ASPC.adipose_stem_and_progenitor_cell3.26Nominal——Other324930
35FIB.barrier_purinergic3.15Nominal—0.00Other13
36MAC.MDM3.13Nominal0.051.34Other623986
37FIB.lung_alveolar3.05Nominal—0.08Other615
38MAC.alveolar2.91Nonsignificant0.271.23Other1,4323,122
39MAC.proliferating2.88Nonsignificant1.000.95Other87253
40MUSC.muscle_stem_cell2.87Nonsignificant——Other418
41FIB.adventitial2.82Nonsignificant1.000.34Other2681,447
42FIB.skin_papillary2.79Nonsignificant—0.00Other00
43IPSC.induced_pluripotent_stem_cell2.56Nonsignificant——Other00
44DC.cDC22.22Nonsignificant0.021.35Other1,1891,793
45MAC.resident_repair2.00Nonsignificant1.000.74Other7961,426
46EPI.ileal_bile_transport1.98Nonsignificant1.001.08Other6193
47EPI.ileal_enterocyte_absorptive1.94Nonsignificant0.891.06Other118338
48FIB.skin_tenogenic1.93Nonsignificant—0.00Other108227
49EPI.skin_keratinocyte_basal1.81Nonsignificant—0.86Other1326
50GRANU.neutrophil1.59Nonsignificant9.43e-042.01Other1,2352,649
51FIB.barrier_secretory1.52Nonsignificant1.000.04Other81228
52HPC.haematopoietic_progenitor_cell1.51Nonsignificant——Other211370
53CHOND.chondrocyte1.46Nonsignificant——Other519730
54EPI.skin_interfollicular_spinous1.41Nonsignificant1.001.02Other260563
55EPI.ectocervical_granular1.37Nonsignificant—0.95Other1123
56PLAT.platelet1.32Nonsignificant—0.00Other3853
57MAC.resident_iron1.28Nonsignificant1.000.43Other1621
58ADIPO.adipocyte1.18Nonsignificant——Other2062
59MAC.microglia_like1.09Nonsignificant1.000.42Other124179
60FIB.skin_sheath0.97Nonsignificant1.005.75e-03Other49118
61MAC.kupffer0.89Nonsignificant1.000.39Other189530
62EC.lymphatic0.85Nonsignificant1.000.00Other630998
63EPI.ileal_enterocyte_crypt0.85Nonsignificant1.000.93Other67113
64DC.mig0.74Nonsignificant—0.00Other89156
65FIB.skin_neurosecretory0.71Nonsignificant—0.00Other00
66EPI.tracheal_submucosal_gland0.64Nonsignificant—0.71Other00
67EPI.salivary_myoepithelial0.62Nonsignificant1.000.92Other191714
68EPI.skin_sweat_duct_keratinocyte0.59Nonsignificant1.000.99Other146301
69EPI.extrahepatic_cholangiocyte0.58Nonsignificant—0.61Other3771
70MAC.resident_cardiac0.54Nonsignificant1.000.03Other4851,074
71EPI.lung_club_secretory0.51Nonsignificant1.000.91Other514
72GRANU.MAST0.51Nonsignificant1.000.00Other56
73EPI.alveolar_type_10.46Nonsignificant1.000.84Other26101
74EPI.salivary_duct_excretory0.42Nonsignificant1.000.84Other85180
75MONO.CD140.40Nonsignificant0.081.08Other2,2944,139
76SCHWN.schwann_cell0.33Nonsignificant——Other733
77EPI.salivary_intercalated_defense0.33Nonsignificant1.000.86Other81161
78MONO.CD160.30Nonsignificant1.000.86Other1,3041,835
79EPI.skin_keratinocyte_progenitor0.30Nonsignificant—0.46Other03
80EPI.thymic_cortical0.23Nonsignificant1.000.85Other442824
81B.age_associated0.19Nonsignificant0.361.22Other207350
82EPI.hepatic_ductular_cholangiocyte0.19Nonsignificant1.000.82Other83243
83PC.IgA_muocsal0.17Nonsignificant0.051.33Other1831
84EPI.skin_hair_follicle_companion0.17Nonsignificant—0.34Other812
85B.memory0.13Nonsignificant0.101.17Other442882
86EPI.endocervical_secretory0.13Nonsignificant—0.41Other00
87EPI.gastric_foveolar0.11Nonsignificant—0.40Other00
88B.naive0.10Nonsignificant1.000.76Other307595
89NK.natural_killer_cell0.09Nonsignificant——Other1,2042,045
90EPI.pancreatic_ductal_mucinous0.09Nonsignificant1.000.69Other219430
91EPI.renal_distal_tubule0.09Nonsignificant1.000.82Other133361
92EPI.intrahepatic_cholangiocyte_defense0.08Nonsignificant—0.36Other813
93PC.IgG_systemic0.08Nonsignificant0.960.63Other4160
94EPI.renal_principal_cell0.08Nonsignificant1.000.68Other207403
95NEU.EXC_IT0.06Nonsignificant6.63e-061.19Other411192
96EPI.colonic_enteroendocrine0.06Nonsignificant—0.00Other11
97T.CD8_Tem0.06Nonsignificant2.35e-041.08Other1,0831,857
98EPI.alveolar_type_20.05Nonsignificant1.000.75Other8131,853
99EPI.intrahepatic_cholangiocyte_transport0.05Nonsignificant—0.30Other1242
100EPI.skin_sebaceous_duct_luminal0.05Nonsignificant1.000.81Other100249
101EPI.renal_proximal_tubule0.05Nonsignificant1.000.77Other525806
102EPI.salivary_serous_acinar0.05Nonsignificant1.000.92Other233531
103EPI.renal_immature_ureteric_bud0.04Nonsignificant1.000.71Other217569
104MEL.melanocyte0.04Nonsignificant——Other79242
105EPI.pancreatic_ductal_perivascular0.04Nonsignificant1.000.72Other430
106ILC2.innate_lymphoid_cell_20.03Nonsignificant——Other20
107EPI.colonocyte0.03Nonsignificant1.000.78Other294815
108THYMO.thymocyte0.03Nonsignificant——Other163495
109T.CD4_Tfh0.02Nonsignificant1.000.99Other4745
110T.CD8_transitional0.02Nonsignificant0.111.05Other497932
111B.germinal_center0.02Nonsignificant1.000.30Other233655
112EPI.pancreatic_islet0.02Nonsignificant1.000.66Other52132
113T.CD4_Trm0.02Nonsignificant0.061.06Other176363
114EPI.pancreatic_acinar0.01Nonsignificant1.000.68Other4291,475
115EPI.renal_thick_ascending_limb0.01Nonsignificant1.000.56Other4531,153
116EPI.bile_duct_cholangiocyte8.17e-03Nonsignificant1.000.56Other3760
117NEU.INH_LAMP58.13e-03Nonsignificant1.000.81Other263532
118EPI.lung_multiciliated7.99e-03Nonsignificant1.000.60Other1649
119MG.microglia6.34e-03Nonsignificant——Other490
120T.CD4_Th25.40e-03Nonsignificant—1.06Other12
121CM.cardiomyocyte5.24e-03Nonsignificant——Other5242,032
122EPI.ileal_goblet4.62e-03Nonsignificant1.000.42Other181432
123EPI.colonic_tuft4.61e-03Nonsignificant—0.00Other724
124T.CD4_Treg4.59e-03Nonsignificant1.000.96Other244511
125T.CD4_Tem4.17e-03Nonsignificant0.321.05Other365697
126EPI.pancreatic_ductal_bicarbonate3.92e-03Nonsignificant1.000.51Other131548
127T.CD4_transitional3.82e-03Nonsignificant1.000.97Other48110
128EPI.pancreatic_ductal_progenitor3.74e-03Nonsignificant1.000.47Other234873
129T.gamma_delta3.61e-03Nonsignificant1.000.95Other5881,078
130T.CD4_cytotoxic3.60e-03Nonsignificant1.000.93Other8551,493
131EPI.salivary_duct_ion_transport3.06e-03Nonsignificant1.000.54Other511
132NEU.INH_VIP2.07e-03Nonsignificant1.000.97Other241366
133NEU.EXC_CT1.65e-03Nonsignificant1.000.69Other362384
134ASTRO.astrocyte1.30e-03Nonsignificant——Other2281,111
135T.CD8_Trm1.18e-03Nonsignificant1.000.92Other211346
136EPI.renal_intercalated_cell_type_A1.05e-03Nonsignificant1.000.39Other67142
137NEU.EXC_SYT29.23e-04Nonsignificant—0.00Other4077
138DC.pDC8.08e-04Nonsignificant1.000.00Other4961,028
139T.CD4_Tcm7.29e-04Nonsignificant1.000.96Other494988
140T.CD4_Th174.45e-04Nonsignificant1.000.91Other421794
141T.CD4_naive2.88e-04Nonsignificant1.000.89Other399866
142T.MAIT2.52e-04Nonsignificant1.000.83Other469855
143EPI.salivary_mucous_acinar1.76e-04Nonsignificant1.000.23Other6391,189
144EPI.renal_intercalated_cell_type_B1.57e-04Nonsignificant—0.00Other67
145OLG.oligodendrocyte8.35e-05Nonsignificant——Other3841,397
146T.CD8_Tcm2.20e-05Nonsignificant1.000.79Other460926
147SKM.type_2_fast1.88e-05Nonsignificant0.441.03Other9722,639
148T.CD8_naive1.45e-05Nonsignificant1.000.77Other317708
149SKM.type_1_slow8.43e-06Nonsignificant0.441.02Other9232,478
150OPC.oligodendrocyte_precursor_cell2.95e-06Nonsignificant——Other4131,269
151NEU.INH_PVALB1.73e-06Nonsignificant1.000.11Other193183
152NEU.EXC_NTNG12.38e-11Nonsignificant—0.00Other00

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1EC.liver_sinusoidal.inflammatory64.91Significant—1.31—223154
2EC.liver_sinusoidal.stress55.01Significant—1.13—413158
3EC.heart_remodeling.activated_acute33.76Significant1.41e-032.50—102186
4EC.liver_sinusoidal.remodeling_lipotoxicity33.71Significant—0.24—9058
5EC.liver_sinusoidal.secretory_lipoprotein31.68Significant0.970.51—12070
6EC.liver_sinusoidal.hypoxia_metabolic27.76Significant0.970.15—183107
7EC.venous.remodeling_stalk24.97Significant0.011.96—559566
8EC.heart_remodeling.translation_boost23.03Significant—0.76—00
9EC.heart_remodeling.remodeling_secretory23.02Significant0.031.89Specific6051,341
10EC.venous.quiescent_homeostatic21.63Significant0.041.66—456360
11DC.cDC2.lipid_metabolic20.52Significant—1.23Relevant00
12EC.liver_sinusoidal.prostanoid18.72Significant—0.00Relevant1164
13EC.heart_remodeling.remodeling_stalk18.28Significant1.000.80Relevant33111
14EC.venous.activated17.40Significant0.071.49Specific247752
15EC.capillary.postcap_venule17.28Significant0.611.16—355261
16EC.capillary.migratory17.08Significant0.091.83Relevant181509
17EC.heart_remodeling.angiocrine16.43Significant1.000.60Specific182525
18EPI.skin_appendage_keratinocyte.transit_amplifying15.82Significant—0.76Specific109358
19EC.capillary.angiocrine15.65Significant0.441.31Specific250630
20EC.arterial.angiogenic_tip15.50Significant—1.20—3037
21EC.heart_remodeling.perivascular15.18Significant1.009.54e-03Relevant124408
22EC.capillary.angiogenic_tip14.71Significant0.771.03—186218
23EC.capillary.baseline14.61Significant0.441.30Specific246560
24EC.heart_remodeling.capillary_metabolic14.50Significant1.000.20—54414
25EC.venous.adipose_lipid14.41Significant0.950.89—254476
26EC.capillary.stress14.02Significant0.930.56—4436
27EC.capillary.inflammatory13.77Significant0.780.92Relevant2751
28EC.venous.baseline12.80Significant1.000.12Specific346807
29EPI.tracheal_basal.homeostatic_progenitor11.94Significant0.062.08—28574
30ASPC.signal_integrator11.94Significant—2.51Relevant00
31EC.arterial.inflammatory11.49Significant0.441.41—6350
32EC.arterial.arteriole_gas_exchange10.69Significant0.441.34—238131
33EC.capillary.activated10.68Significant0.930.63—25
34MESO.activated_migratory10.47Significant—1.24Relevant00
35EPI.skin_hair_follicle_bulge.niche_crosstalk10.36Significant—0.52—2988
36EPI.tracheal_suprabasal.transitional_wound9.79Significant—0.60—161
37FIB.hepatic_stellate_cell.inflammatory9.70Significant—1.15—00
38HEP.acute_phase.inflammatory9.68Significant9.53e-032.12Specific382649
39HEP.acute_phase.stress_secretory9.48Significant0.211.63—263
40EPI.skin_hair_follicle_bulge.quiescent9.43Significant0.361.15—5669
41EPI.tracheal_basal.activated_stress9.27Significant1.000.00—320
42HEP.periportal_metabolic.apolipoprotein_secretory9.19Significant0.061.97Specific43110
43FIB.adventitial.activated_remodelling9.05Significant—2.08Specific141319
44FIB.tracheal_subepithelial.baseline9.03Significant—0.00Relevant00
45FIB.suburothelial.homeostasis_matrix8.73Significant4.69e-042.52Specific258921
46EC.arterial.ion_pump8.73Significant0.770.95—32
47EC.arterial.arteriole_interface8.66Significant0.771.03—3112
48HEP.periportal_metabolic.urea_onecarbon_secretory8.38Significant7.46e-082.81Specific1,3323,053
49EC.arterial.mito_contact8.35Significant0.770.93—145
50EPI.skin_follicular_keratinizing.transit_amplifying8.29Significant—0.53Relevant2149
51DC.cDC1.proliferative8.05Significant—1.53Relevant00
52EC.venous.cardiac_structural7.83Significant1.000.26—102229
53ASPC.remodeling7.56Significant1.57e-162.98Specific106354
54EPI.esophageal_suprabasal.proliferative_G2M7.52Significant—0.99Relevant00
55FIB.reticular.stress_metallothionein7.47Significant—0.68Relevant332
56HEP.acute_phase.baseline7.47Significant0.631.12—94619
57EPI.skin_appendage_keratinocyte.ductal_immune_interacting7.27Significant0.660.99Relevant716
58FIB.hepatic_stellate_cell.contractile7.24Significant—0.32Relevant00
59EC.arterial.metabolic7.16Significant1.000.44—195159
60EPI.skin_appendage_keratinocyte.ductal_barrier_detox7.14Significant0.660.84—3334
61EPI.skin_follicular_keratinizing.upper_infundibulum7.06Significant—0.00—82
62HEP.periportal_metabolic.stress_chaperone7.00Significant—0.13Relevant66128
63EC.arterial.homeostatic6.96Significant0.770.93—243
64EPI.esophageal_suprabasal.proliferative_S6.93Significant—1.19Relevant2641
65HEP.acute_phase.complement_antiviral6.75Significant0.940.71Relevant377751
66EPI.esophageal_suprabasal.basal_transitional6.68Significant0.061.78Relevant4467
67MAC.LAM.antimicrobial6.64Significant0.041.83Relevant38993
68EPI.skin_keratinocyte_proliferating.anchor_remodel6.61Significant—1.13Relevant00
69HEP.acute_phase.complement_metabolic6.59Significant0.990.28Relevant1,4233,464
70FIB.interstitial.stress_secretory6.43Significant0.081.92Specific9256
71MAC.LAM.perivascular_angiocrine6.40Significant—0.70Relevant53138
72HEP.acute_phase.proliferative6.40Significant—0.00Relevant46
73FIB.hepatic_stellate_cell.fibrogenic6.38Significant—0.00Relevant00
74ASPC.proliferative6.37Significant7.12e-032.05Specific3385
75EPI.cervical_suprabasal.secretory_vesicle6.33Significant—0.73Relevant00
76EPI.skin_follicular_keratinizing.root_infundibulum6.28Significant—0.00—00
77ASPC.mesothelial_like6.22Significant0.051.87Specific143486
78HEP.periportal_metabolic.inflammatory_activated6.21Significant1.000.86Relevant7121,610
79HEP.periportal_metabolic.canonical_urea_cycle6.14Significant1.001.02—1,464269
80FIB.transitioning.secretory_procollagen6.10Significant—1.39Relevant00
81ASPC.adipocyte_capillary_interface6.04Significant4.16e-032.09Specific2154
82GRNLSA.p53_damage5.98Significant—1.01Relevant1310
83SMC.contractile5.67Significant0.031.78Specific80588
84PERI.inflammatory5.67Significant4.88e-041.55Other4077
85HEP.periportal_metabolic.xenobiotic_detox5.66Significant1.000.50—1,440139
86PERI.baseline5.61Significant4.88e-041.57Specific3966
87FIB.suburothelial.contractile_myofibroblast5.52Significant—0.00—90
88GRNLSA.EMT_insulin_signaling5.52Significant0.171.72Other4784
89SMC.activated5.46Nominal0.501.13Other25
90FIB.perivascular_interface.lipid_shuttle5.46Nominal—0.73Other51170
91IPSC.canonical_pluripotent5.39Nominal4.23e-081.64Other00
92HEP.acute_phase.hypoxia_lipid5.37Nominal—0.00Other00
93HEP.periportal_metabolic.acute_phase_barrier5.35Nominal1.000.67Other533138
94IPSC.mesenchymal_primed5.28Nominal1.57e-161.82Other00
95HEP.pericentral_lipoprotein.UPR_redox5.24Nominal—0.67Other00
96EPI.thymic_medullary.canonical_alarmin5.20Nominal0.571.07Other817
97FIB.reticular.immune_interface5.19Nominal—0.41Other16
98EPI.esophageal_basal.junctional_barrier5.19Nominal—0.20Other00
99EPI.thymic_medullary.hormone_xeno_barrier5.15Nominal—0.30Other08
100FIB.interstitial.mesenchymal_regulator5.01Nominal0.211.51Other44
101FIB.transitioning.matrix_stress5.00Nominal—0.00Other47138
102HEP.canalicular_transport.baseline4.92Nominal0.301.38Other199477
103GRNLSA.stress_metabolic4.92Nominal—0.51Other12
104EC.arterial.elastic4.86Nominal1.000.10Other2245
105GRNLSA.cholesterol_mevalonate4.85Nominal0.631.31Other94
106MAC.LAM.anti_inflammatory4.84Nominal1.000.82Other86132
107HEP.canalicular_transport.secretory_ERAD_UPR4.79Nominal0.301.36Other23228
108FIB.barrier_purinergic.stress_GF_binding4.76Nominal—0.97Other00
109FIB.interstitial.mesenchymal_APC4.68Nominal0.211.40Other8133
110HEP.pericentral_lipoprotein.ApoB_coagulation4.68Nominal—0.00Other00
111FIB.transitioning.ISG_primed_interface4.64Nominal—0.00Other1780
112MAC.LAM.inflammatory_APC4.62Nominal1.000.87Other872165
113EPI.thymic_medullary.stress_APC4.53Nominal0.570.94Other24
114MUSC.activated_migratory4.51Nominal2.84e-032.41Other67
115HEP.canalicular_transport.inflammatory4.48Nominal0.081.59Other1,335194
116EPI.esophageal_basal.activated_progenitor4.44Nominal0.700.56Other10
117EPI.esophageal_suprabasal.proliferative_exit4.42Nominal—0.41Other00
118EPI.thymic_medullary.proliferative_APC4.40Nominal—0.00Other00
119HEP.canalicular_transport.ductular_like_transition4.39Nominal0.581.05Other40087
120FIB.suburothelial.inflammatory_prostanoid4.38Nominal—0.00Other00
121FIB.neurolectin_mucosa.inflammatory4.30Nominal0.541.31Other52110
122PERI.angiocrine4.29Nominal0.461.07Other93102
123FIB.neurolectin_mucosa.nerve_interface4.28Nominal—0.48Other40
124FIB.adventitial.inflammatory_activated4.22Nominal5.41e-041.94Other100473
125FIB.interstitial.remodeling4.20Nominal0.241.31Other319
126HEP.canalicular_transport.pericentral_like_hypoxia4.18Nominal0.581.00Other3268
127MAC.LAM.lipid_phagocytosis4.14Nominal1.000.36Other369328
128FIB.suburothelial.urothelial_interface4.01Nominal1.000.00Other98
129GRNLSA.lipid_hypoxia4.01Nominal1.000.79Other280
130FIB.interstitial.immune_interact3.89Nominal0.730.90Other121
131MESO.activated_stress3.88Nominal—0.39Other00
132FIB.reticular.ECM_builder3.83Nominal—0.00Other00
133FIB.transitioning.motility_remodelling3.82Nominal—0.00Other00
134FIB.lung_alveolar.mito_secretory3.77Nominal—0.48Other00
135MAC.MDM.complement_resolving3.74Nominal0.071.63Other440860
136HEP.periportal_metabolic.stress_checkpoint3.74Nominal1.004.78e-03Other234786
137GRNLSA.secretory_remodeling3.70Nominal1.000.93Other9025
138EPI.tracheal_suprabasal.secretory_immune3.65Nominal—0.00Other00
139DC.cDC1.cross_presenting3.65Nominal—0.36Other00
140FIB.adventitial.adhesion_lipid3.60Nominal0.141.56Other58209
141EPI.skin_appendage_keratinocyte.sebaceous_apocrine3.56Nominal—0.00Other3982
142DC.cDC1.activated3.56Nominal—0.32Other00
143EPI.cervical_suprabasal.inflammatory_repair3.54Nominal—0.00Other00
144FIB.perivascular_interface.vascular_BM_remodelling3.49Nominal—0.00Other00
145IPSC.stromal_primed3.49Nominal0.021.32Other00
146FIB.reticular.stromal_niche3.47Nominal0.890.40Other00
147MAC.alveolar.capillary_interacting3.46Nominal0.112.03Other113181
148MESO.secretory_structural3.40Nominal—0.42Other00
149EPI.ectocervical_granular.secretory_apocrine3.36Nominal—1.15Other00
150DC.cDC2.pro_inflammatory3.35Nominal0.691.50Other35
151ASPC.baseline3.33Nominal0.161.26Other363170
152MAC.alveolar.inflammatory3.28Nominal0.111.83Other208312
153FIB.neurolectin_mucosa.remodeling_repair3.26Nominal—0.00Other42
154EPI.skin_keratinocyte_basal.basement_anchoring3.20Nominal—0.97Other00
155MAC.MDM.inflammatory_phagocytic3.20Nominal0.311.29Other19952
156ASPC.preadipocyte_lipid_primed3.19Nominal0.581.06Other331129
157EPI.skin_interfollicular_spinous.transition_basal3.19Nominal3.19e-052.29Other100127
158MAC.alveolar.scavenging_endocytic3.15Nominal—0.48Other140283
159ASPC.inflammatory3.08Nominal0.381.27Other2161
160EPI.esophageal_suprabasal.differentiating_keratin3.07Nominal1.000.00Other13161
161MAC.proliferating.DNA_replication3.06Nominal0.750.82Other36
162ASPC.activated3.06Nominal1.000.73Other164162
163IPSC.stress3.05Nominal1.001.01Other00
164SMC.metabolic3.00Nonsignificant1.000.03Other1440
165MAC.alveolar.biosynthetic_sterol_heme2.99Nonsignificant0.471.17Other34740
166EPI.skin_hair_follicle_bulge.anagen_growth2.98Nonsignificant—0.00Other00
167GRNLSA.chemokine_mechanosensory2.93Nonsignificant1.000.57Other10
168HEP.canalicular_transport.injury_stress2.91Nonsignificant1.000.07Other28924
169FIB.perivascular_interface.vasomotor_tone2.91Nonsignificant—0.00Other00
170MONO.CD14.inflammatory2.90Nonsignificant0.151.35Other92134
171MAC.kupffer.monocyte_like2.83Nonsignificant—0.62Other00
172FIB.skin_papillary.baseline2.79Nonsignificant—0.00Other00
173MUSC.early_activation2.77Nonsignificant0.461.39Other432
174FIB.interstitial.lipid_matrix2.74Nonsignificant1.000.00Other258191
175MAC.MDM.LAM_like2.73Nonsignificant0.950.60Other1214
176FIB.adventitial.PI16_matrix2.69Nonsignificant1.000.85Other7090
177FIB.neurolectin_mucosa.axon_responsive2.61Nonsignificant0.930.22Other1010
178HEP.canalicular_transport.sterol_lipid_biosynthesis2.60Nonsignificant—0.00Other1020
179PLAT.megakaryocytic2.58Nonsignificant—0.97Other00
180FIB.adventitial.complement_angiocrine2.52Nonsignificant1.000.61Other153684
181MAC.proliferating.stress2.51Nonsignificant—0.00Other87136
182DC.cDC1.baseline2.49Nonsignificant—0.00Other00
183MESO.baseline2.48Nonsignificant0.640.83Other06
184MAC.alveolar.lipid_autophagy2.46Nonsignificant—0.00Other3544
185MAC.resident_repair.lipid_phagocytic2.46Nonsignificant0.161.70Other228604
186MUSC.quiescent_reservoir2.45Nonsignificant0.840.58Other28
187EPI.ileal_enterocyte_absorptive.brush_border2.44Nonsignificant5.78e-052.76Other5801,717
188MAC.MDM.APC_dendritic2.44Nonsignificant0.950.56Other4815
189EPI.skin_keratinocyte_proliferating.early_spinous_transition2.40Nonsignificant—0.00Other135290
190MAC.resident_repair.antigen_presenting2.37Nonsignificant0.161.62Other244113
191MAC.LAM.lipid_opsonization2.37Nonsignificant1.000.09Other4514
192IPSC.midbrain_primed2.28Nonsignificant1.000.89Other00
193HPC.GMP_inflammatory2.27Nonsignificant0.021.65Other2010
194MUSC.baseline2.25Nonsignificant0.840.52Other00
195ASPC.niche_keeping_progenitor2.25Nonsignificant1.000.14Other52219
196EPI.skin_interfollicular_spinous.proliferative2.23Nonsignificant—0.89Other00
197MONO.CD14.repair_M2_like2.09Nonsignificant0.071.24Other5501,495
198FIB.adventitial.mechano_chemo_sensing2.09Nonsignificant1.000.47Other135524
199FIB.lung_alveolar.stress_interacting2.07Nonsignificant—0.00Other00
200EPI.ileal_bile_transport.absorptive_xenobiotic2.06Nonsignificant0.161.74Other1112
201ASPC.secretory2.05Nonsignificant1.000.26Other765
202CHOND.angiogenic2.04Nonsignificant—0.78Other00
203HPC.MEP2.01Nonsignificant0.301.30Other5991,195
204DC.cDC2.antiviral2.00Nonsignificant0.811.07Other10037
205HPC.MPP_activated2.00Nonsignificant—0.64Other00
206DC.cDC2.monocyte_like1.98Nonsignificant0.811.04Other1,285791
207FIB.adventitial.baseline1.97Nonsignificant1.000.28Other157278
208EPI.skin_sweat_duct_keratinocyte.proliferative_G2M1.93Nonsignificant—1.36Other00
209FIB.skin_tenogenic.baseline1.93Nonsignificant—0.00Other02
210CHOND.articular_collagen1.93Nonsignificant9.68e-052.32Other551266
211MAC.alveolar.stress_metabolic1.92Nonsignificant1.000.00Other116148
212HPC.MPP_IEG1.92Nonsignificant0.421.20Other4546
213MAC.resident_repair.stress_iron1.92Nonsignificant0.930.89Other4897
214GRANU.neutrophil.antiviral_endotoxin1.91Nonsignificant—0.64Other00
215MAC.resident_repair.chemokine_angiocrine1.91Nonsignificant0.930.72Other87138
216IPSC.neural_primed1.90Nonsignificant1.000.85Other00
217FIB.barrier_purinergic.lipid_secretory1.87Nonsignificant—0.00Other00
218FIB.barrier_secretory.remodeling1.84Nonsignificant—0.38Other00
219EPI.alveolar_type_1.activated1.82Nonsignificant—1.64Other00
220GRANU.neutrophil.tissue_patrolling1.82Nonsignificant—0.52Other00
221EPI.ileal_bile_transport.detox_transcytosis1.77Nonsignificant—0.00Other01
222ADIPO.thermogenic1.73Nonsignificant—0.62Other00
223GRNLSA.proliferative_migratory1.71Nonsignificant1.000.06Other248292
224EPI.ileal_enterocyte_crypt.bile_transport1.71Nonsignificant0.341.39Other20
225MAC.resident_repair.ECM_stromal_crosstalk1.71Nonsignificant0.930.48Other95158
226DC.cDC2.tolerogenic_regulatory1.69Nonsignificant0.810.95Other444
227MAC.microglia_like.phagocytic_redox1.68Nonsignificant—0.69Other00
228EPI.ectocervical_granular.inflammatory1.67Nonsignificant—0.32Other00
229EPI.skin_sweat_duct_keratinocyte.proliferative_S1.65Nonsignificant—0.96Other00
230EPI.ileal_enterocyte_crypt.villus_transition1.63Nonsignificant—1.14Other710
231FIB.adventitial.mito_secretory1.62Nonsignificant1.000.36Other217
232DC.cDC2.proliferative1.60Nonsignificant—0.00Other3971
233MAC.resident_iron.APC_iron_sensing1.56Nonsignificant0.311.45Other211114
234EPI.hepatic_ductular_cholangiocyte.acute_phase_complement1.54Nonsignificant—1.59Other00
235DC.cDC2.migratory1.51Nonsignificant0.890.77Other18539
236ADIPO.immature1.50Nonsignificant—0.63Other2440
237IPSC.axial_identity_primed1.46Nonsignificant1.000.58Other00
238ASPC.stem_like_progenitor1.45Nonsignificant1.009.20e-03Other300842
239EPI.ileal_enterocyte_absorptive.villus_tip1.43Nonsignificant0.960.30Other43
240DC.cDC1.homeostatic_inhibitory1.43Nonsignificant—0.00Other00
241CHOND.remodeling1.39Nonsignificant—0.00Other50
242MESO.antiviral1.39Nonsignificant—0.00Other38
243EPI.skin_interfollicular_spinous.stress_oxidative1.35Nonsignificant—0.25Other00
244CHOND.activated_fibro_like1.31Nonsignificant1.000.69Other531188
245FIB.barrier_secretory.homeostasis1.30Nonsignificant—0.00Other00
246IPSC.mesodermal_primed1.28Nonsignificant1.000.48Other00
247EPI.salivary_intercalated_defense.basal_EMT1.23Nonsignificant—2.00Other00
248MAC.resident_iron.heme_catabolism1.19Nonsignificant0.790.67Other3051
249ADIPO.inflammatory1.13Nonsignificant—0.00Other00
250MAC.kupffer.inflammatory1.13Nonsignificant—0.53Other74
251IPSC.mesendo_primed1.12Nonsignificant1.000.40Other00
252FIB.skin_sheath.ECM_immune1.08Nonsignificant—0.00Other00
253FIB.skin_sheath.neuro_vascular_interface1.08Nonsignificant—0.44Other00
254EC.lymphatic.scavenger1.07Nonsignificant0.201.65Other203257
255MAC.resident_iron.redox_metabolic1.06Nonsignificant0.790.66Other44
256GRANU.neutrophil.primed_degranulation1.06Nonsignificant—0.00Other00
257EPI.ectocervical_granular.immune_interact1.04Nonsignificant—0.00Other00
258EPI.skin_interfollicular_spinous.early_differentiation1.03Nonsignificant0.850.71Other8919
259IPSC.endoderm_primed1.02Nonsignificant1.000.78Other00
260MAC.resident_iron.heme_recycling1.01Nonsignificant—0.00Other3037
261MONO.CD16.platelet_bound1.00Nonsignificant0.261.37Other372508
262GRNLSA.angiocrine_mechanosensory1.00Nonsignificant—0.00Other00
263EPI.lung_club_secretory.ciliogenesis_primed0.99Nonsignificant—1.47Other00
264EPI.salivary_myoepithelial.junctional_transport0.98Nonsignificant0.181.54Other66121
265MONO.CD16.hepatic_mac_like0.97Nonsignificant0.041.33Other803117
266PERI.cardiac_skeletal0.93Nonsignificant1.000.00Other313630
267MAC.microglia_like.patrolling_adhesive0.93Nonsignificant—0.00Other00
268EPI.skin_keratinocyte_proliferating.detox_repair0.92Nonsignificant—0.00Other00
269EPI.skin_interfollicular_spinous.baseline0.92Nonsignificant0.850.52Other353
270MAC.microglia_like.inflammatory_chemokine0.91Nonsignificant—0.00Other2032
271EC.lymphatic.tip_migratory0.88Nonsignificant0.481.28Other2337
272CHOND.pro_inflammatory0.88Nonsignificant1.000.06Other181351
273MONO.CD14.cord_tolerance0.85Nonsignificant0.261.13Other864753
274MONO.CD14.APC_like0.84Nonsignificant0.261.09Other1,6862,493
275EPI.ileal_enterocyte_crypt.proliferative_S0.83Nonsignificant0.850.96Other42
276EPI.salivary_myoepithelial.contractile_repair0.83Nonsignificant—0.18Other39
277EPI.skin_interfollicular_spinous.stress_UPR0.81Nonsignificant—0.00Other00
278EPI.salivary_duct_excretory.stress0.81Nonsignificant0.031.67Other3368
279EC.lymphatic.activated0.78Nonsignificant0.950.65Other4773
280EPI.tracheal_submucosal_gland.acinar_serous0.78Nonsignificant—0.73Other00
281EPI.skin_interfollicular_spinous.upper_lipid0.76Nonsignificant—0.00Other66
282FIB.skin_sheath.stress_chaperone0.76Nonsignificant—0.00Other00
283EPI.extrahepatic_cholangiocyte.mucin_secretory0.74Nonsignificant—0.42Other00
284DC.mig.baseline0.74Nonsignificant—0.00Other10
285EPI.skin_keratinocyte_progenitor.quiescent_stem_like0.72Nonsignificant—1.15Other00
286IPSC.proliferative0.72Nonsignificant1.000.02Other00
287FIB.skin_neurosecretory.baseline0.71Nonsignificant—0.00Other00
288EC.lymphatic.baseline0.70Nonsignificant0.950.37Other3872
289MAC.resident_cardiac.inflammatory_reparative0.69Nonsignificant0.201.34Other3196
290HPC.GMP_granulocytic0.69Nonsignificant—0.00Other33
291MAC.kupffer.stress0.69Nonsignificant0.590.92Other93
292DC.cDC2.adhesion_signaling0.67Nonsignificant1.000.05Other359
293EPI.skin_keratinocyte_basal.transit_amplifying0.67Nonsignificant—0.00Other00
294MAC.resident_iron.stress_tolerogenic0.67Nonsignificant—0.00Other00
295EPI.lung_club_secretory.canonical_surfactant0.66Nonsignificant—0.39Other74104
296GRANU.MAST.activated_repair0.62Nonsignificant—0.49Other01
297MAC.resident_cardiac.phagocytic_homeostasis0.61Nonsignificant7.83e-031.75Other5641,221
298HPC.LMPP0.61Nonsignificant0.990.19Other6531
299PLAT.adhesion0.59Nonsignificant—0.00Other00
300GRANU.MAST.resting_granule0.58Nonsignificant—0.20Other00
301MEL.neurotrophic_migratory0.52Nonsignificant—1.69Other00
302IPSC.neuroendocrine_primed0.52Nonsignificant—0.00Other00
303ADIPO.hypoxia_remodelling0.51Nonsignificant—0.00Other29105
304EPI.tracheal_submucosal_gland.ductal_luminal0.51Nonsignificant—0.00Other00
305MONO.CD14.platelet_bound0.50Nonsignificant0.691.00Other964176
306EPI.salivary_myoepithelial.activated0.50Nonsignificant0.970.35Other85281
307MAC.kupffer.fibrogenic0.50Nonsignificant—0.29Other00
308EPI.salivary_serous_acinar.quiescent0.49Nonsignificant0.111.28Other178493
309EPI.ectocervical_granular.proliferative_basal0.49Nonsignificant—0.00Other00
310EPI.salivary_myoepithelial.baseline0.48Nonsignificant0.970.36Other42141
311EC.lymphatic.valve0.48Nonsignificant—0.00Other00
312EPI.colonocyte.distal_absorptive0.47Nonsignificant—1.87Other00
313MAC.kupffer.metabolic0.47Nonsignificant—0.03Other2536
314EPI.skin_keratinocyte_basal.spinous_transition0.46Nonsignificant—0.00Other00
315EPI.ileal_enterocyte_crypt.baseline0.43Nonsignificant0.970.38Other116
316EPI.extrahepatic_cholangiocyte.barrier_interface0.41Nonsignificant—0.00Other00
317EPI.skin_hair_follicle_companion.bulge_anchor_signaling0.40Nonsignificant—0.97Other00
318EPI.skin_sebaceous_duct_luminal.immune_interface0.39Nonsignificant—1.80Other00
319EPI.lung_club_secretory.inflammatory0.39Nonsignificant—0.00Other00
320SCHWN.axon_contact_cardiac0.39Nonsignificant0.061.57Other1863
321EPI.salivary_intercalated_defense.inflammatory0.37Nonsignificant0.511.07Other152360
322NK.adaptive_classII_inhibitory0.36Nonsignificant0.041.57Other880154
323SCHWN.reactive_inflammatory0.32Nonsignificant—0.33Other00
324MONO.CD14.baseline0.32Nonsignificant1.000.84Other2,26876
325EPI.ileal_enterocyte_crypt.proliferative_G2M0.29Nonsignificant—0.00Other1954
326NEU.EXC_IT.adhesion0.29Nonsignificant0.261.23Other252108
327MONO.CD16.inflammatory0.28Nonsignificant0.940.99Other1,640168
328B.age_associated.activated0.27Nonsignificant—0.58Other1822
329EPI.skin_sweat_duct_keratinocyte.signal_gate0.26Nonsignificant—0.15Other4326
330NK.cytokine_repair_primed0.26Nonsignificant0.141.57Other26611
331EPI.thymic_cortical.baseline0.26Nonsignificant0.051.95Other185386
332EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit0.25Nonsignificant—0.81Other00
333EPI.thymic_cortical.Notch_interface0.25Nonsignificant—0.04Other82137
334PC.IgA_muocsal.plasmablast0.25Nonsignificant0.281.28Other54
335EPI.alveolar_type_1.baseline0.24Nonsignificant1.000.00Other80
336B.memory.migratory0.24Nonsignificant0.031.41Other123208
337EPI.salivary_duct_excretory.baseline0.24Nonsignificant1.000.00Other2357
338PC.IgA_muocsal.baseline0.24Nonsignificant0.281.20Other35
339SCHWN.translation_boost0.23Nonsignificant—0.00Other81
340EPI.renal_distal_tubule.repair0.23Nonsignificant—0.55Other34102
341THYMO.DN_preTCR0.23Nonsignificant0.241.14Other4171
342MONO.CD16.baseline0.21Nonsignificant1.000.83Other501
343EPI.salivary_intercalated_defense.canonical_antimicrobial0.20Nonsignificant0.510.99Other1122
344MAC.kupffer.tolerogenic0.20Nonsignificant—0.00Other4549
345CM.contractile_oxphos0.19Nonsignificant0.051.12Other619
346EPI.colonic_enteroendocrine.Lcell_peptide0.18Nonsignificant—0.97Other00
347EPI.renal_principal_cell.activated_acute0.18Nonsignificant0.761.17Other2959
348EPI.thymic_cortical.secretory_remodeling0.17Nonsignificant—0.00Other41
349PC.IgA_muocsal.activated0.17Nonsignificant0.361.09Other178
350B.age_associated.migratory0.16Nonsignificant0.870.55Other22
351NK.immature_bridge0.16Nonsignificant0.041.55Other117122
352EPI.endocervical_secretory.secretory_translocon0.15Nonsignificant—0.67Other00
353MAC.resident_cardiac.antigen_presenting0.15Nonsignificant1.000.04Other5227
354HPC.CLP_B_primed0.15Nonsignificant—0.00Other00
355NK.adaptive_HLAE_tuned0.15Nonsignificant0.331.28Other1,124189
356EPI.colonocyte.ionocyte_BEST40.15Nonsignificant0.951.33Other103188
357B.naive.restrained0.15Nonsignificant0.021.41Other183353
358B.naive.metabolic0.14Nonsignificant0.931.17Other5079
359EPI.skin_interfollicular_spinous.inflammatory0.13Nonsignificant—0.00Other00
360B.memory.baseline0.13Nonsignificant0.940.81Other47299
361EPI.skin_keratinocyte_progenitor.activated_stress0.13Nonsignificant—0.00Other00
362EPI.alveolar_type_2.injury_primed0.12Nonsignificant0.031.17Other434245
363NEU.EXC_IT.transitional0.12Nonsignificant1.001.11Other237142
364EPI.renal_distal_tubule.ciliated_remodelling0.11Nonsignificant—1.04Other00
365B.memory.activated0.11Nonsignificant0.661.10Other10529
366EPI.renal_principal_cell.inflammatory0.11Nonsignificant0.761.16Other74157
367EPI.gastric_foveolar.baseline0.11Nonsignificant—0.00Other00
368EPI.intrahepatic_cholangiocyte_defense.raft_maturation0.11Nonsignificant—0.73Other00
369EPI.renal_principal_cell.canonical_vasopressin0.11Nonsignificant0.761.09Other20
370B.naive.purinergic0.11Nonsignificant0.930.95Other384820
371PC.IgA_muocsal.migratory0.10Nonsignificant1.000.63Other41
372NK.adaptive_axis_baseline0.10Nonsignificant0.691.17Other1,008153
373B.age_associated.naive_transitional0.10Nonsignificant—0.00Other00
374PC.IgG_systemic.secretory0.09Nonsignificant0.121.55Other00
375PC.IgG_systemic.metabolic0.09Nonsignificant0.730.79Other4663
376EPI.endocervical_secretory.squamous_barrier0.09Nonsignificant—0.00Other00
377B.naive.proteostasis0.09Nonsignificant0.931.01Other4969
378B.naive.remodeling0.09Nonsignificant0.930.89Other135230
379T.CD8_Tem.TEMRA0.09Nonsignificant0.341.22Other9201,088
380ILC2.quiescent0.09Nonsignificant—0.35Other00
381B.memory.pDC_imprint0.09Nonsignificant0.940.75Other157103
382T.CD8_Tem.early_helper_like0.08Nonsignificant0.121.39Other445755
383NK.adaptive_biosynthetic_primed0.08Nonsignificant1.001.03Other244405
384EPI.pancreatic_ductal_mucinous.mucin_rich_barrier0.08Nonsignificant0.431.07Other4491,034
385B.naive.receptor_recycle0.08Nonsignificant0.930.85Other510
386B.naive.antigen_presenting_ready0.08Nonsignificant0.930.86Other4873
387T.CD8_transitional.effector_primed0.08Nonsignificant0.321.09Other435151
388T.CD8_Tem.signaling_turnover0.07Nonsignificant0.361.16Other425683
389GRANU.MAST.activated_acute0.07Nonsignificant—0.00Other00
390NK.cytokine_quiescent0.07Nonsignificant1.000.86Other6231,062
391NK.adaptive_terminal_cytotoxic0.07Nonsignificant1.000.98Other485802
392PC.IgG_systemic.interacting0.07Nonsignificant0.730.99Other00
393NK.adaptive_adipose_stress0.07Nonsignificant1.000.74Other37439
394T.CD4_Tfh.effector_migratory0.07Nonsignificant0.431.16Other12257
395EPI.intrahepatic_cholangiocyte_transport.mucin_secretory0.07Nonsignificant—1.15Other00
396EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling0.06Nonsignificant—0.32Other00
397EPI.intrahepatic_cholangiocyte_defense.secretory_barrier0.06Nonsignificant—0.00Other00
398EPI.salivary_serous_acinar.seromucous_like0.06Nonsignificant—1.55Other00
399B.memory.preactivated0.06Nonsignificant0.940.91Other173174
400EPI.renal_immature_ureteric_bud.osmoprotective0.06Nonsignificant0.111.18Other12644
401EPI.hepatic_ductular_cholangiocyte.ion_transport0.06Nonsignificant—0.78Other00
402EPI.renal_distal_tubule.stress0.06Nonsignificant—0.40Other00
403NK.cytokine_vascular_patrolling0.06Nonsignificant1.000.67Other86394
404B.naive.baseline0.06Nonsignificant0.970.55Other1013
405NK.cytokine_biosynthetic_primed0.05Nonsignificant1.000.69Other36021
406MEL.dedifferentiated_migratory0.05Nonsignificant—0.62Other00
407EPI.hepatic_ductular_cholangiocyte.stress0.05Nonsignificant—0.58Other00
408T.CD4_Trm.baseline0.05Nonsignificant0.561.09Other3121
409EPI.renal_proximal_tubule.detox_antioxidant0.05Nonsignificant0.431.43Other39477
410MONO.CD14.remodeling0.05Nonsignificant1.000.37Other2,373295
411PC.IgG_systemic.stress0.05Nonsignificant—0.00Other15
412EPI.pancreatic_ductal_perivascular.baseline0.05Nonsignificant0.401.03Other15
413NK.cytokine_axis_baseline0.05Nonsignificant1.000.40Other1,172116
414EPI.renal_proximal_tubule.onecarbon_peroxisome0.05Nonsignificant0.660.69Other5889
415MONO.CD16.patrolling0.04Nonsignificant1.000.04Other797216
416T.CD8_Tem.motility_primed0.04Nonsignificant0.980.79Other2694
417EPI.pancreatic_acinar.metabolic_onecarbon0.04Nonsignificant0.731.11Other287328
418EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo0.04Nonsignificant—0.00Other00
419T.CD8_Tem.baseline0.04Nonsignificant0.980.74Other458356
420T.CD8_Tem.stress_adapted0.04Nonsignificant0.980.89Other607520
421EPI.pancreatic_ductal_progenitor.ADM_like0.04Nonsignificant—1.79Other00
422EPI.skin_hair_follicle_companion.activated_migratory0.04Nonsignificant—0.00Other00
423THYMO.proliferative_S0.04Nonsignificant1.001.03Other163418
424EPI.hepatic_ductular_cholangiocyte.barrier_chemokine0.04Nonsignificant—0.34Other69
425B.naive.activated0.03Nonsignificant0.970.62Other77127
426B.germinal_center.LZ_selection0.03Nonsignificant—0.73Other00
427NEU.EXC_IT.neuromodulated0.03Nonsignificant1.000.90Other176116
428EPI.pancreatic_islet.delta0.03Nonsignificant—0.39Other00
429EPI.pancreatic_ductal_perivascular.protective_antioxidant0.03Nonsignificant—0.00Other1169
430B.germinal_center.LZ_survival0.03Nonsignificant—0.79Other00
431NK.adaptive_immature_precursor0.03Nonsignificant1.000.59Other358111
432EPI.ileal_goblet.immature0.03Nonsignificant—1.13Other00
433EPI.pancreatic_islet.alpha0.03Nonsignificant—0.44Other152330
434EPI.alveolar_type_2.stress_response0.03Nonsignificant4.80e-041.24Other6751,562
435EPI.skin_hair_follicle_companion.gap_junction_contractile0.02Nonsignificant—0.00Other00
436T.CD4_Treg.tissue_effector0.02Nonsignificant0.281.12Other1613
437B.germinal_center.LZ_memory_precursor0.02Nonsignificant—0.37Other00
438NEU.INH_VIP.LAMP5_hybrid0.02Nonsignificant—1.75Other19
439EPI.skin_sweat_duct_keratinocyte.barrier0.02Nonsignificant—0.00Other00
440EPI.renal_thick_ascending_limb.canonical_salt_transporter0.02Nonsignificant0.321.22Other322317
441EPI.skin_sebaceous_duct_luminal.ECM_remodelling0.02Nonsignificant0.691.13Other29
442NEU.INH_LAMP5.rosehip0.02Nonsignificant—1.34Other00
443EPI.hepatic_ductular_cholangiocyte.secretory_transport0.02Nonsignificant—0.16Other00
444T.CD4_Trm.stress_adaptive0.02Nonsignificant0.561.18Other822
445EPI.lung_multiciliated.mature_motile_cilia0.02Nonsignificant—1.53Other00
446EPI.bile_duct_cholangiocyte.secretory_mucin0.02Nonsignificant—0.76Other712
447EPI.pancreatic_acinar.stress0.02Nonsignificant0.551.19Other2828
448EPI.renal_thick_ascending_limb.cation_flux0.02Nonsignificant0.611.08Other5795
449EPI.lung_club_secretory.ciliogenesis_axoneme0.01Nonsignificant—0.00Other00
450MEL.secretory_quiescent0.01Nonsignificant0.990.90Other1913
451T.CD4_Tcm.stress0.01Nonsignificant0.461.13Other511
452NEU.INH_LAMP5.glial_interface0.01Nonsignificant—0.40Other00
453T.CD4_Tfh.suppression_exhaustion0.01Nonsignificant0.531.00Other02
454EPI.pancreatic_ductal_bicarbonate.repair_actin_junction0.01Nonsignificant—0.92Other00
455T.CD4_Tem.cytotoxic_effector0.01Nonsignificant0.511.09Other225398
456B.germinal_center.DZ_S_phase0.01Nonsignificant—0.00Other00
457EPI.pancreatic_ductal_mucinous.proliferative_gastric_like0.01Nonsignificant—0.00Other00
458MG.phagocytic_APC0.01Nonsignificant0.401.11Other258
459NK.cytokine_lung_immediate_early0.01Nonsignificant1.000.40Other424274
460NK.cytokine_tissue_activation9.97e-03Nonsignificant1.000.09Other267450
461EPI.renal_thick_ascending_limb.salt_sensing9.81e-03Nonsignificant0.611.02Other73103
462T.gamma_delta.cytotoxic_effector9.44e-03Nonsignificant0.021.17Other349109
463EPI.pancreatic_ductal_bicarbonate.barrier_mucin9.10e-03Nonsignificant0.561.13Other219533
464EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate8.95e-03Nonsignificant—0.00Other00
465T.CD4_transitional.primed_helper_effector8.90e-03Nonsignificant0.221.13Other1943
466EPI.renal_principal_cell.intercalated_like8.87e-03Nonsignificant0.990.23Other6366
467EPI.lung_multiciliated.baseline8.19e-03Nonsignificant—0.16Other07
468NEU.EXC_IT.structural8.04e-03Nonsignificant1.000.69Other17141
469T.CD4_Tfh.canonical_GC_helper7.68e-03Nonsignificant0.481.07Other12
470EPI.colonic_tuft.activated7.50e-03Nonsignificant—0.42Other00
471EPI.salivary_serous_acinar.secretory_active7.24e-03Nonsignificant0.990.62Other24269
472EPI.pancreatic_islet.beta6.93e-03Nonsignificant0.870.78Other4257
473EPI.renal_thick_ascending_limb.remodeling6.68e-03Nonsignificant0.630.95Other15292
474EPI.ileal_enterocyte_crypt.secretory_precursor6.63e-03Nonsignificant—0.00Other00
475MG.expanding6.60e-03Nonsignificant0.401.17Other21
476THYMO.SP_CD8_naive_stress6.49e-03Nonsignificant1.000.90Other11
477T.CD4_cytotoxic.terminal_effector6.42e-03Nonsignificant0.141.26Other28621
478EPI.lung_multiciliated.stress5.74e-03Nonsignificant—0.00Other67165
479T.CD4_Tfh.precursor_migratory5.65e-03Nonsignificant0.431.14Other7227
480EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump5.51e-03Nonsignificant0.641.04Other40191
481EPI.colonocyte.junction_remodeling5.50e-03Nonsignificant0.951.03Other218305
482T.CD4_Th2.tissue_adapted5.44e-03Nonsignificant—0.00Other00
483T.CD4_Th2.precursor5.37e-03Nonsignificant—0.00Other00
484EPI.renal_principal_cell.injury_repair5.22e-03Nonsignificant0.990.20Other269
485EPI.colonocyte.secretory_boost5.00e-03Nonsignificant0.951.07Other9891
486EPI.alveolar_type_2.baseline_surfactant4.92e-03Nonsignificant0.980.68Other649
487EPI.renal_immature_ureteric_bud.defense_secretory4.71e-03Nonsignificant0.940.56Other4576
488ILC2.migratory4.64e-03Nonsignificant—0.23Other00
489CM.inflammatory4.51e-03Nonsignificant—1.82Other00
490THYMO.SP_CD8_transitional4.27e-03Nonsignificant1.000.97Other3275
491EPI.renal_thick_ascending_limb.barrier_repair4.25e-03Nonsignificant0.611.02Other141284
492T.CD8_transitional.early4.21e-03Nonsignificant0.821.02Other32755
493EPI.renal_intercalated_cell_type_A.PC_transitional4.19e-03Nonsignificant—0.33Other203407
494NEU.EXC_IT.callosal4.12e-03Nonsignificant1.000.45Other286119
495THYMO.DP_early4.05e-03Nonsignificant1.000.92Other326313
496T.CD8_Trm.inflammatory4.05e-03Nonsignificant0.081.14Other124176
497T.CD4_transitional.baseline4.04e-03Nonsignificant0.221.08Other5997
498NEU.EXC_IT.guidance3.76e-03Nonsignificant1.000.58Other27463
499MG.baseline3.71e-03Nonsignificant0.950.77Other165
500EPI.pancreatic_ductal_mucinous.remodeling_channel_rich3.52e-03Nonsignificant—0.00Other00
501EPI.ileal_goblet.inflammatory_mucin3.44e-03Nonsignificant0.761.19Other69
502T.CD4_Trm.central_like3.24e-03Nonsignificant0.561.11Other3831
503EPI.salivary_duct_ion_transport.baseline3.06e-03Nonsignificant——Other00
504T.CD4_cytotoxic.activated3.02e-03Nonsignificant0.861.09Other31
505ASTRO.synaptic_interaction2.99e-03Nonsignificant0.711.06Other76334
506NEU.INH_LAMP5.exc_inh_balance2.92e-03Nonsignificant—0.00Other462
507EPI.pancreatic_ductal_bicarbonate.baseline2.90e-03Nonsignificant0.561.10Other1142
508EPI.pancreatic_acinar.adhesion_remodeling2.82e-03Nonsignificant1.001.00Other210784
509ASTRO.stress_mito2.74e-03Nonsignificant0.711.08Other47110
510NEU.INH_VIP.enkephalinergic2.44e-03Nonsignificant—1.23Other00
511NEU.EXC_CT.projector2.37e-03Nonsignificant0.151.21Other8726
512EPI.hepatic_ductular_cholangiocyte.polarity2.29e-03Nonsignificant—0.00Other00
513T.CD8_transitional.APC_like2.25e-03Nonsignificant0.830.93Other20562
514T.CD4_Tem.long_term_memory2.15e-03Nonsignificant0.711.04Other314587
515EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion2.09e-03Nonsignificant—0.00Other53
516ASTRO.homeostatic2.07e-03Nonsignificant0.711.06Other200431
517NEU.EXC_CT.remodeling2.06e-03Nonsignificant—0.14Other231
518NEU.INH_LAMP5.projecting2.03e-03Nonsignificant—0.00Other00
519T.CD4_Treg.central_naive_like1.98e-03Nonsignificant0.191.11Other33345
520NK.cytokine_tissue_resident1.91e-03Nonsignificant1.000.03Other7482
521ASTRO.A2_reactive1.74e-03Nonsignificant0.980.94Other1037
522EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic1.73e-03Nonsignificant—0.87Other00
523T.CD8_transitional.stress1.69e-03Nonsignificant—0.82Other2434
524T.CD4_Tem.inflammatory1.67e-03Nonsignificant0.711.05Other286
525EPI.colonic_tuft.homeostatic1.67e-03Nonsignificant—0.00Other00
526T.CD4_transitional.tissue_enagement1.56e-03Nonsignificant0.771.00Other511
527T.CD4_Treg.APC_interactive1.43e-03Nonsignificant0.940.88Other11828
528T.CD4_cytotoxic.baseline1.43e-03Nonsignificant0.910.80Other00
529NEU.EXC_SYT2.synaptic1.42e-03Nonsignificant—0.00Other00
530B.germinal_center.DZ_M_phase1.41e-03Nonsignificant—0.00Other00
531T.CD4_cytotoxic.NK_adapted1.34e-03Nonsignificant0.910.74Other8233
532EPI.ileal_goblet.baseline1.34e-03Nonsignificant0.830.58Other162
533DC.pDC.immature_metabolic1.32e-03Nonsignificant0.331.19Other78124
534T.CD4_Tcm.migratory_cilium1.26e-03Nonsignificant0.461.08Other510
535T.gamma_delta.early_effector1.25e-03Nonsignificant1.000.83Other890
536T.CD4_transitional.APC_interacting1.22e-03Nonsignificant0.771.02Other1014
537MEL.stress_glucocorticoid1.21e-03Nonsignificant0.990.90Other1134
538EPI.ileal_goblet.stress_metallothionein1.21e-03Nonsignificant—0.00Other411
539T.MAIT.early_activation1.12e-03Nonsignificant0.281.33Other574
540DC.pDC.poised_migratory1.11e-03Nonsignificant0.411.13Other5495
541ASTRO.immature_lipid1.03e-03Nonsignificant0.071.26Other23113
542T.CD4_naive.homeostatic9.44e-04Nonsignificant0.931.03Other215108
543T.CD4_Tcm.imprinted_splicing8.85e-04Nonsignificant0.641.07Other617
544THYMO.DP_early_stress8.10e-04Nonsignificant—0.51Other00
545EPI.colonic_enteroendocrine.enterochromaffin_serotonin8.00e-04Nonsignificant—0.00Other00
546T.CD4_Th17.migratory7.13e-04Nonsignificant0.461.10Other1323
547T.CD4_Trm.cytotoxic_effector6.49e-04Nonsignificant0.930.93Other11877
548T.CD4_Trm.activated6.42e-04Nonsignificant0.931.00Other3226
549T.CD8_Trm.cytotoxic6.37e-04Nonsignificant0.691.05Other16585
550EPI.pancreatic_ductal_progenitor.baseline6.30e-04Nonsignificant0.990.18Other179702
551EPI.pancreatic_ductal_progenitor.ciliated_transport5.88e-04Nonsignificant—0.00Other105368
552NEU.EXC_CT.Ca2_signaling5.59e-04Nonsignificant—0.03Other6817
553T.CD4_Tcm.Tfh_like5.36e-04Nonsignificant0.461.05Other102214
554EPI.pancreatic_ductal_bicarbonate.stress5.28e-04Nonsignificant—0.00Other1233
555THYMO.SP_CD4_naive5.11e-04Nonsignificant1.000.79Other6575
556T.CD4_Tcm.Th2_like4.89e-04Nonsignificant0.461.12Other2355
557EPI.pancreatic_ductal_bicarbonate.inflammatory4.73e-04Nonsignificant0.641.06Other1432
558T.CD4_Tcm.DC_interact4.65e-04Nonsignificant0.461.06Other7232
559OLG.stress4.37e-04Nonsignificant0.261.10Other2328
560T.CD4_transitional.primed_cytotoxic4.35e-04Nonsignificant0.800.92Other2830
561T.CD4_naive.mature4.24e-04Nonsignificant0.931.02Other211100
562EPI.colonocyte.proximal_transport4.19e-04Nonsignificant1.000.62Other2412
563T.CD4_Th17.baseline4.09e-04Nonsignificant0.531.02Other515
564CM.baseline3.84e-04Nonsignificant0.960.97Other3930
565EPI.renal_distal_tubule.ion_transport3.74e-04Nonsignificant—0.00Other00
566THYMO.SP_CD8_naive3.58e-04Nonsignificant1.000.50Other297177
567T.CD8_Trm.muscosal_Tc173.50e-04Nonsignificant0.691.07Other1938
568NEU.INH_VIP.canonical_disinhibitory3.39e-04Nonsignificant0.551.07Other5938
569EPI.colonocyte.crypt_progenitor3.36e-04Nonsignificant1.000.35Other115265
570T.CD4_cytotoxic.precursor2.85e-04Nonsignificant0.910.89Other15667
571NEU.INH_VIP.serotonergic2.78e-04Nonsignificant—0.34Other92
572T.CD8_transitional.Trm_primed2.67e-04Nonsignificant0.830.95Other10815
573T.CD4_Th17.cytotoxic2.59e-04Nonsignificant0.710.97Other332123
574EPI.colonic_enteroendocrine.progenitor2.58e-04Nonsignificant—0.00Other00
575MEL.mature_oxidative_traffic2.30e-04Nonsignificant0.990.37Other247285
576THYMO.proliferative_G2M2.28e-04Nonsignificant—0.00Other164413
577ILC2.activated2.17e-04Nonsignificant—0.00Other00
578T.MAIT.migratory2.15e-04Nonsignificant0.551.25Other101
579EPI.pancreatic_acinar.inflammatory_regenerative2.07e-04Nonsignificant1.000.72Other25113
580EPI.skin_sebaceous_duct_luminal.detox_repair1.96e-04Nonsignificant0.970.37Other13794
581EPI.salivary_mucous_acinar.baseline1.76e-04Nonsignificant——Other394683
582T.CD4_Trm.helper_like1.60e-04Nonsignificant0.930.82Other84147
583EPI.renal_intercalated_cell_type_B.baseline1.57e-04Nonsignificant—0.00Other31
584EPI.renal_intercalated_cell_type_A.acid_secretion1.56e-04Nonsignificant0.960.51Other126
585T.CD4_naive.resist_bystander1.50e-04Nonsignificant0.931.03Other4025
586T.CD4_Tcm.effector_like1.44e-04Nonsignificant0.791.02Other293533
587T.CD4_Tcm.tissue_homing1.41e-04Nonsignificant0.791.01Other7846
588ASTRO.stress_acute1.36e-04Nonsignificant0.851.01Other6056
589T.CD8_Trm.dendritic_recruiter1.27e-04Nonsignificant0.980.85Other4785
590EPI.colonocyte.goblet_interface1.23e-04Nonsignificant—0.00Other1121
591NEU.EXC_SYT2.nuclear_reg1.20e-04Nonsignificant—0.00Other00
592EPI.bile_duct_cholangiocyte.inflammatory_APC1.18e-04Nonsignificant—0.00Other20
593EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro1.14e-04Nonsignificant—0.00Other00
594NEU.INH_VIP.develop_niche1.03e-04Nonsignificant—0.83Other00
595CM.mito_proteostasis9.39e-05Nonsignificant0.961.01Other32929
596T.CD4_naive.mature_mitoprot9.31e-05Nonsignificant0.930.99Other212476
597THYMO.CD8aa_IELp9.25e-05Nonsignificant—0.00Other17
598T.CD8_Tcm.effector_bias8.43e-05Nonsignificant0.411.10Other199329
599EPI.pancreatic_ductal_bicarbonate.activated7.74e-05Nonsignificant0.980.46Other107
600T.CD8_naive.vesicle_secretory6.31e-05Nonsignificant0.191.11Other420
601T.CD4_naive.neddylation5.36e-05Nonsignificant0.931.00Other104222
602ASTRO.hypoxia_angiogenic4.94e-05Nonsignificant1.000.63Other518
603OLG.myelinating_mature4.09e-05Nonsignificant0.771.05Other36394
604T.CD8_Trm.homeostatic4.06e-05Nonsignificant0.980.77Other425
605T.gamma_delta.central_memory3.98e-05Nonsignificant1.000.54Other460919
606NEU.INH_VIP.matrix3.77e-05Nonsignificant—0.00Other2477
607SKM.type_1_slow.glycolytic3.68e-05Nonsignificant0.571.18Other362647
608NEU.INH_VIP.regulatory_remodeling3.57e-05Nonsignificant—0.36Other61
609T.MAIT.MAPK_brake3.56e-05Nonsignificant0.850.86Other4466
610T.CD8_naive.nfkb_related3.43e-05Nonsignificant0.771.11Other10
611T.MAIT.quiescent3.35e-05Nonsignificant0.850.85Other1005
612T.CD8_Tcm.NK_like3.04e-05Nonsignificant0.611.14Other334581
613T.MAIT.vesicle3.02e-05Nonsignificant0.850.90Other3765
614T.CD4_Tem.transitional_CM2.79e-05Nonsignificant0.780.91Other3120
615T.CD4_naive.neddylation_mitoprot2.74e-05Nonsignificant0.930.98Other9356
616DC.pDC.baseline2.67e-05Nonsignificant0.900.74Other88123
617T.CD4_Treg.Tr1_like2.62e-05Nonsignificant—0.00Other88
618SKM.type_2_fast.oxidative_IIa2.55e-05Nonsignificant0.181.06Other94656
619T.CD8_naive.cytokine_dampened2.30e-05Nonsignificant0.771.01Other714
620CM.osmoprotection2.27e-05Nonsignificant0.960.97Other3457
621NEU.INH_VIP.opioid2.26e-05Nonsignificant—0.00Other509
622EPI.skin_sweat_duct_keratinocyte.repair2.03e-05Nonsignificant—0.00Other00
623T.CD4_Trm.metal_stress1.97e-05Nonsignificant0.930.73Other3458
624T.CD4_naive.gut_prone1.96e-05Nonsignificant0.931.05Other3570
625CM.mechano_activated1.78e-05Nonsignificant0.961.01Other205134
626T.CD4_Tcm.regulatory_poised1.33e-05Nonsignificant0.840.98Other23
627T.CD8_naive.baseline1.02e-05Nonsignificant0.771.02Other1422
628T.MAIT.cytotoxic9.92e-06Nonsignificant0.960.56Other5215
629NEU.INH_VIP.excitatory_coupled8.64e-06Nonsignificant—0.00Other130
630SKM.type_2_fast.glycolytic_IIx_IIb7.57e-06Nonsignificant0.621.00Other5651,482
631T.CD4_naive.proteostasis7.27e-06Nonsignificant0.930.95Other149
632T.CD8_Tcm.baseline6.69e-06Nonsignificant1.000.99Other9089
633OPC.homeostatic6.38e-06Nonsignificant0.021.14Other394160
634T.CD4_naive.Treg_like5.95e-06Nonsignificant0.931.12Other12172
635T.CD4_Tcm.synapse_dynamics5.51e-06Nonsignificant0.791.01Other1510
636T.CD8_naive.splicing_enriched5.05e-06Nonsignificant0.770.99Other12016
637CM.oxidative_phospho4.70e-06Nonsignificant0.960.97Other266792
638T.CD4_Tcm.crosstalk_myeloid4.61e-06Nonsignificant0.791.06Other54
639T.CD4_Tcm.baseline4.20e-06Nonsignificant0.840.96Other6131
640EPI.pancreatic_acinar.quiet_dedifferentiation4.17e-06Nonsignificant1.000.43Other142171
641NEU.INH_VIP.cannabinoid4.07e-06Nonsignificant—0.00Other00
642EPI.pancreatic_acinar.baseline4.06e-06Nonsignificant1.000.30Other274163
643EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal3.97e-06Nonsignificant—0.00Other00
644T.CD4_Tcm.secretory3.84e-06Nonsignificant0.791.04Other2011
645T.CD8_naive.effector_transition3.44e-06Nonsignificant0.771.00Other3562
646T.CD4_naive.survival_mitoprot3.35e-06Nonsignificant0.930.93Other137
647CM.sarcomere_actin_interface3.12e-06Nonsignificant0.960.93Other45078
648NEU.INH_PVALB.chandelier3.12e-06Nonsignificant0.701.00Other1916
649EPI.renal_distal_tubule.immune_modulatory3.03e-06Nonsignificant—0.00Other00
650T.CD4_naive.survival_neddylation2.99e-06Nonsignificant0.930.97Other2638
651T.CD4_naive.survival2.91e-06Nonsignificant0.930.98Other1217
652ASTRO.neuromodulatory2.88e-06Nonsignificant1.000.40Other34172
653T.CD8_naive.mito_proteostasis2.83e-06Nonsignificant0.771.00Other428100
654T.CD8_naive.lipid_synthesis2.81e-06Nonsignificant0.771.06Other64
655T.CD4_Tcm.RNA_control2.79e-06Nonsignificant0.850.94Other964
656NEU.INH_VIP.nuclear_reg2.23e-06Nonsignificant—0.00Other204
657NEU.INH_PVALB.fastspike2.09e-06Nonsignificant—0.03Other2422
658T.CD4_Tcm.APC_mimicry1.53e-06Nonsignificant0.840.97Other5443
659OPC.proliferative_immune_interact1.52e-06Nonsignificant0.601.09Other180373
660NEU.INH_PVALB.nuclear_reg1.41e-06Nonsignificant0.700.90Other2512
661EPI.pancreatic_ductal_bicarbonate.junctional_remodel1.27e-06Nonsignificant—0.00Other49237
662ASTRO.A1_reactive1.18e-06Nonsignificant1.000.38Other433394
663NEU.INH_PVALB.metabotropic1.06e-06Nonsignificant—0.25Other00
664CM.anti_inflammatory1.03e-06Nonsignificant0.960.92Other4241,503
665EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic9.09e-07Nonsignificant—0.00Other00
666T.CD4_naive.purinergic7.66e-07Nonsignificant0.930.91Other491
667T.MAIT.stress6.79e-07Nonsignificant—0.00Other00
668OLG.regulatory_activated6.54e-07Nonsignificant0.771.10Other196614
669CM.translation_boost_RPL5.03e-07Nonsignificant0.960.90Other1291
670OLG.regulatory4.34e-07Nonsignificant0.851.00Other35373
671OPC.premyelinating3.11e-07Nonsignificant0.700.93Other18512
672SKM.type_1_slow.contractile2.89e-07Nonsignificant0.930.97Other5968
673OLG.reactive_repair2.29e-07Nonsignificant0.851.01Other385385
674T.CD4_naive.proteostasis_mitoprot1.44e-07Nonsignificant0.960.79Other1537
675SKM.type_1_slow.oxidative1.35e-07Nonsignificant0.950.73Other802251
676T.CD8_Tcm.helper_like1.16e-07Nonsignificant1.000.75Other81159
677T.CD4_naive.activated_stress1.13e-07Nonsignificant0.930.83Other339429
678CM.translation_boost_RPS7.05e-08Nonsignificant0.960.87Other6916
679T.CD4_Tcm.retro_ZNF1174.31e-08Nonsignificant0.850.87Other59
680NEU.INH_PVALB.neuromodulatory3.07e-08Nonsignificant—0.00Other00
681T.CD8_naive.innate_like2.12e-08Nonsignificant0.930.68Other101
682OLG.myelinating_stress1.34e-08Nonsignificant0.960.76Other23262
683OLG.vesicle_trafficking5.84e-09Nonsignificant0.960.76Other12410
684NEU.EXC_CT.Ca2_sensor3.43e-09Nonsignificant—0.00Other00
685T.CD8_Tcm.gut_homing2.80e-09Nonsignificant1.000.48Other380112
686NEU.INH_PVALB.serotonergic2.38e-09Nonsignificant—0.00Other00
687NEU.EXC_NTNG1.synaptic5.10e-11Nonsignificant—0.67Other00
688NEU.EXC_NTNG1.nuclear_reg4.46e-14Nonsignificant—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

83 unique genes. Showing 1–83. 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)
TDRD1001-High0.664.65G1C1—endothelial_cell (Tier: specific)
EC.arterial (Tier: specific)
EC.capillary (Tier: specific)
EC.venous (Tier: specific)
ASPC.mesothelial_like (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
EC.capillary.baseline (Tier: specific)
EC.heart_remodeling.angiocrine (Tier: specific)
FIB.adventitial.activated_remodelling (Tier: specific)
ASPC.signal_integrator (Tier: relevant)
EC.capillary.inflammatory (Tier: relevant)
EC.capillary.migratory (Tier: relevant)
35 cells — complete matches4587
SHE01-High0.654.31G1C1—endothelial_cell (Tier: specific)
EC.arterial (Tier: specific)
EC.capillary (Tier: specific)
EC.heart_remodeling (Tier: specific)
EC.venous (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
EC.capillary.baseline (Tier: specific)
EC.heart_remodeling.angiocrine (Tier: specific)
EC.heart_remodeling.remodeling_secretory (Tier: specific)
EC.venous.activated (Tier: specific)
EC.venous.baseline (Tier: specific)
DC.cDC1.proliferative (Tier: relevant)
EC.capillary.inflammatory (Tier: relevant)
EC.capillary.migratory (Tier: relevant)
EC.heart_remodeling.perivascular (Tier: relevant)
EC.heart_remodeling.remodeling_stalk (Tier: relevant)
45 cells — complete matches5089
CYP1A101-High0.608.33G1C1EPI.skin_interfollicular_spinous.baseline (L2)endothelial_cell (Tier: specific)
EC.arterial (Tier: specific)
EC.capillary (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
EC.capillary.baseline (Tier: specific)
EC.capillary.inflammatory (Tier: relevant)
EC.capillary.migratory (Tier: relevant)
29 cells — complete matches1840
DAB2IP01-High0.483.42G1C1—EC.arterial (Tier: specific)11 cells — complete matches79
IGF2R01-High0.441.67G1C1——13 cells — complete matches1411,020
CHP1P201-High0.421.65G1C1———124999
SLC22A101-High0.421.40G1C1—HEP.periportal_metabolic (Tier: specific)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: specific)
HEP.periportal_metabolic.urea_onecarbon_secretory (Tier: specific)
FIB.transitioning.secretory_procollagen (Tier: relevant)
8 cells — complete matches1511,067
ENSG0000030163601-High0.381.29G1C1———108952
LPAL2.201-High0.382.19G1C1———122986
SLC22A201-High0.361.12G1C1EPI.renal_immature_ureteric_bud.defense_secretory (L2)—14 cells — complete matches101950
SLC22A301-High0.361.48G1C1—SMC.contractile (Tier: specific)34 cells — complete matches1291,037
LPAL201-High0.362.64G1C1———108920
ENSG0000030428101-High0.360.86G1C1———91901
ENSG0000028765601-High0.341.01G1C1———58198
ENSG0000023023401-High0.330.93G1C1———77798
MAS101-High0.331.19G1C1——8 cells — complete matches46371
ENSG0000030639201-High0.331.07G1C1———68723
AIRN01-High0.320.73G1C1——NEU.INH_LAMP5.projecting (L2)61318
IL6R02-Medium0.587.23G1C2EPI.pancreatic_acinar.inflammatory_regenerative (L2)EC.heart_remodeling.angiocrine (Tier: specific)
DC.cDC2.lipid_metabolic (Tier: relevant)
52 cells — complete matches65111
ENSG0000026685002-Medium0.5611.86G2C2———1015
CYP1A202-Medium0.539.14G1C2—HEP.periportal_metabolic.apolipoprotein_secretory (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: relevant)
7 cells — complete matches428
IL6R-AS102-Medium0.516.99G1C2———4777
ADAMTS702-Medium0.505.62G1C2—EC.capillary (Tier: specific)
EC.capillary.baseline (Tier: specific)
EC.capillary.migratory (Tier: relevant)
FIB.reticular.stress_metallothionein (Tier: relevant)
21 cells — complete matches50108
IREB202-Medium0.474.58G1C2——B.memory.pDC_imprint (L2), T.CD4_Tcm.migratory_cilium (L2), T.CD4_Tcm.synapse_dynamics (L2)35
ENSG0000027010002-Medium0.475.83G1C2———75869
CHRNA502-Medium0.476.40G2C2—EC.arterial (Tier: specific)
DC.cDC2.lipid_metabolic (Tier: relevant)
EC.capillary.inflammatory (Tier: relevant)
34 cells — complete matches11
GDF702-Medium0.475.70G1C2——ASTRO.A2_reactive (L2), NEU.INH_PVALB.neuromodulatory (L2)80992
CSK02-Medium0.466.67G1C2——7 cells — complete matches2276
ENSG0000029714302-Medium0.466.00G1C2———55106
ENSG0000029042602-Medium0.456.05G1C2———2968
ENSG0000029953502-Medium0.447.17G1C2———921,040
ENSG0000030369202-Medium0.447.62G1C2———911,039
WDR1202-Medium0.434.86G2C2——7 cells — complete matches11
CHRNB402-Medium0.427.04G1C2——DC.cDC1.activated (L2), FIB.adventitial.inflammatory_activated (L2), IPSC.neuroendocrine_primed (L2)2962
MORF4L102-Medium0.425.09G1C2———3697
LDAH02-Medium0.416.94G1C2—EC.venous.activated (Tier: specific)9 cells — complete matches941,046
RPP2502-Medium0.405.53G2C2——22 cells — complete matches410
HYKK02-Medium0.404.89G1C2——22 cells — complete matches35
PSMA402-Medium0.404.66G2C2——MONO.CD14.platelet_bound (L2)817
CARF02-Medium0.405.07G2C2——18 cells — complete matches11
HS1BP302-Medium0.405.27G1C2——4 cells — complete matches851,001
ENSG0000029638402-Medium0.406.06G1C2———49350
SUGCT02-Medium0.406.94G1C2——25 cells — complete matches01
ENSG0000027765302-Medium0.3911.79G2C2———11
MIR451302-Medium0.396.15G2C2———310
CHRNA302-Medium0.397.31G2C2——15 cells — complete matches02
ENSG0000029949102-Medium0.396.13G2C2———310
ENSG0000025955502-Medium0.376.47G2C2———25
ENSG0000029929502-Medium0.376.65G1C2———921,050
SCAMP502-Medium0.364.41G2C2—FIB.adventitial.activated_remodelling (Tier: specific)
FIB.reticular.stress_metallothionein (Tier: relevant)
28 cells — complete matches410
ENSG0000029561402-Medium0.366.41G2C2———01
PPCDC02-Medium0.362.85G2C2—EC.heart_remodeling.remodeling_stalk (Tier: relevant)12 cells — complete matches1324
ENSG0000029928002-Medium0.3613.85G2C2———11
CDKN2B-AS102-Medium0.359.15G2C2—HEP.acute_phase.proliferative (Tier: relevant)28 cells — complete matches11
EDC302-Medium0.358.31G2C2——10 cells — complete matches419
TDRD1502-Medium0.353.71G1C2—HEP.periportal_metabolic.inflammatory_activated (Tier: relevant)
MAC.LAM.antimicrobial (Tier: relevant)
GRNLSA.angiocrine_mechanosensory (L2), HEP.periportal_metabolic.inflammatory_activated (L2), MAC.LAM.antimicrobial (L2)941,108
MPI02-Medium0.353.85G2C2——6 cells — complete matches36
ENSG0000028962402-Medium0.357.22G2C2———13
ENSG0000024076102-Medium0.354.21G2C2———00
ATP8B202-Medium0.344.01G1C2—ASPC.signal_integrator (Tier: relevant)31 cells — complete matches3381
UBE2Q102-Medium0.332.63G2C1—EC.venous.activated (Tier: specific)18 cells — complete matches917
CDKN2B02-Medium0.3210.62G2C2—FIB.transitioning.secretory_procollagen (Tier: relevant)36 cells — complete matches11
ENSG0000022735502-Medium0.314.08G2C1———711
ENSG0000030166902-Medium0.312.12G2C1———23
FAM219B02-Medium0.314.05G2C2——5 cells — complete matches36
COX5A02-Medium0.313.79G2C2——5 cells — complete matches36
ENSG0000029388602-Medium0.304.72G2C1———34
C15orf3902-Medium0.302.67G2C2——32 cells — complete matches1863
DMRTA102-Medium0.3010.52G2C2——10 cells — complete matches21
SCAMP202-Medium0.293.95G2C2——B.naive.proteostasis (L2), FIB.transitioning.ISG_primed_interface (L2), MAC.resident_iron.stress_tolerogenic (L2)613
ENSG0000029392302-Medium0.293.91G2C1———00
ENSG0000029676702-Medium0.292.29G2C2———720
ULK302-Medium0.285.06G2C2—EC.heart_remodeling.angiocrine (Tier: specific)
EC.capillary.migratory (Tier: relevant)
8 cells — complete matches36
ENSG0000029641402-Medium0.272.37G2C2———720
TTLL1102-Medium0.252.69G2C1—EC.heart_remodeling.remodeling_stalk (Tier: relevant)
FIB.hepatic_stellate_cell.fibrogenic (Tier: relevant)
FIB.transitioning.secretory_procollagen (Tier: relevant)
24 cells — complete matches22
ENSG0000026644602-Medium0.258.03G2C2———11
APOB02-Medium0.244.91G2C2HEP.pericentral_lipoprotein (L1S), HEP.pericentral_lipoprotein.ApoB_coagulation (L2)hepatocyte (Tier: specific)
HEP.acute_phase (Tier: specific)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: relevant)
HEP.periportal_metabolic.stress_chaperone (Tier: relevant)
31 cells — complete matches971,060
GOLGA6B02-Medium0.242.90G2C2——EPI.colonocyte.crypt_progenitor (L2), MAC.resident_repair.stress_iron (L2), T.CD4_Tfh.canonical_GC_helper (L2)01
ENSG0000029726402-Medium0.234.28G2C2———816
ENSG0000029747902-Medium0.234.28G2C2———816
ADAMTS7P102-Medium0.230.74G2C2———11
ENSG0000029094402-Medium0.230.74G2C2———11
LINC0054002-Medium0.121.68G2C2—EC.capillary.angiocrine (Tier: specific)37 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.