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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.

FING00000042 · All tissues

Adenomyosis (Endometriosis of uterus): 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: Endometriosis

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)
1hepatocyte29.95Significant3.10e-481.31Specific1,5153,822
2adipocyte26.59Significant0.441.20Relevant33111
3skeletal_muscle_cell10.80Significant5.49e-091.22Specific9442,600
4astrocyte9.48Significant0.071.10Relevant2561,203
5mesothelial_cell6.93Significant1.001.01Relevant636
6chondrocyte6.16Significant0.471.07Relevant5481,069
7oligodendrocyte5.21Nominal1.78e-071.13Other3851,507
8fibroblast3.72Nominal1.000.95Other184826
9endothelial_cell3.64Nominal1.000.97Other373974
10natural_killer_cell2.74Nonsignificant0.811.02Other1,2042,052
11induced_pluripotent_stem_cell2.44Nonsignificant1.000.95Other00
12oligodendrocyte_precursor_cell1.48Nonsignificant1.000.89Other4611,454
13granulosa_cell1.38Nonsignificant1.000.87Other293670
14smooth_muscle_cell1.25Nonsignificant1.000.79Other27139
15schwann_cell1.07Nonsignificant1.000.87Other1057
16microglia0.82Nonsignificant1.000.83Other61129
17muscle_stem_cell0.75Nonsignificant1.000.79Other727
18melanocyte0.67Nonsignificant1.000.79Other97309
19haematopoietic_progenitor_cell0.57Nonsignificant1.000.84Other262502
20neuron0.48Nonsignificant1.000.75Other3301,328
21T_cell0.43Nonsignificant1.000.79Other470959
22platelet0.33Nonsignificant—0.00Other85104
23adipose_stem_and_progenitor_cell0.32Nonsignificant1.000.69Other327954
24plasma_cell0.31Nonsignificant1.000.72Other1724
25pericyte0.29Nonsignificant1.000.73Other128517
26macrophage0.27Nonsignificant1.000.78Other8131,732
27epithelial_cell0.24Nonsignificant1.000.75Other2447
28thymocyte0.12Nonsignificant1.000.76Other168512
29granulocyte0.06Nonsignificant1.000.61Other56
30innate_lymphoid_cell_20.03Nonsignificant1.000.56Other38
31cardiomyocyte0.02Nonsignificant1.000.54Other5332,045
32dendritic_cell9.34e-03Nonsignificant1.000.49Other496724
33B_cell8.98e-03Nonsignificant1.000.46Other356694
34monocyte2.25e-03Nonsignificant1.000.41Other2,1763,871

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1HEP.periportal_metabolic53.67Significant3.00e-502.69Specific1,7504,427
2ADIPO.adipocyte26.59Significant——Relevant2062
3HEP.acute_phase18.53Significant1.000.44Specific1,4413,641
4EC.heart_remodeling15.85Significant1.49e-281.60Specific5691,594
5HEP.canalicular_transport14.48Significant1.000.01Specific1,2903,434
6FIB.transitioning11.46Significant4.29e-041.72Specific172497
7SKM.type_2_fast11.33Significant1.23e-072.91Specific9722,639
8SKM.type_1_slow10.08Significant0.910.55Specific9232,478
9ASTRO.astrocyte9.48Significant——Relevant2281,111
10EC.liver_sinusoidal8.15Significant0.071.21Relevant1,0831,925
11MESO.mesothelial_cell6.93Significant——Relevant218
12CHOND.chondrocyte6.16Significant——Relevant519730
13FIB.adventitial6.11Significant4.66e-472.12Specific2681,447
14OLG.oligodendrocyte5.21Nominal——Other3841,397
15EC.lymphatic4.52Nominal0.831.00Other630998
16FIB.reticular3.90Nominal1.000.92Other1987
17T.CD8_Tem3.57Nominal2.73e-171.16Other1,0831,857
18EC.arterial2.92Nonsignificant0.291.06Other356885
19HEP.pericentral_lipoprotein2.78Nonsignificant—0.00Other00
20NK.natural_killer_cell2.74Nonsignificant——Other1,2042,045
21EPI.thymic_medullary2.55Nonsignificant0.411.14Other26133
22FIB.tracheal_subepithelial2.52Nonsignificant—0.01Other00
23IPSC.induced_pluripotent_stem_cell2.44Nonsignificant——Other00
24FIB.neurolectin_mucosa2.00Nonsignificant1.000.74Other133394
25FIB.hepatic_stellate_cell1.63Nonsignificant—0.00Other64252
26NEU.INH_VIP1.63Nonsignificant2.39e-071.60Other241366
27FIB.perivascular_interface1.57Nonsignificant1.000.67Other00
28EPI.pancreatic_islet1.53Nonsignificant1.001.14Other52132
29OPC.oligodendrocyte_precursor_cell1.48Nonsignificant——Other4131,269
30GRNLSA.granulosa_cell1.38Nonsignificant——Other2570
31SMC.smooth_muscle_cell1.25Nonsignificant——Other20101
32EPI.hepatic_ductular_cholangiocyte1.23Nonsignificant1.001.02Other83243
33MAC.resident_cardiac1.08Nonsignificant2.75e-071.23Other4851,074
34SCHWN.schwann_cell1.07Nonsignificant——Other733
35EPI.alveolar_type_21.07Nonsignificant0.411.08Other8131,853
36FIB.skin_tenogenic1.04Nonsignificant—0.00Other108227
37EC.venous1.04Nonsignificant1.000.47Other5161,387
38EPI.pancreatic_acinar0.95Nonsignificant0.121.09Other4291,475
39EC.capillary0.91Nonsignificant1.000.39Other5141,635
40FIB.interstitial0.89Nonsignificant1.000.03Other288940
41EPI.tracheal_submucosal_gland0.84Nonsignificant—1.01Other00
42T.CD4_cytotoxic0.83Nonsignificant1.000.99Other8551,493
43FIB.skin_sheath0.82Nonsignificant1.000.31Other49118
44MG.microglia0.82Nonsignificant——Other490
45EPI.skin_hair_follicle_companion0.81Nonsignificant—1.24Other812
46FIB.barrier_secretory0.78Nonsignificant1.000.24Other81228
47MUSC.muscle_stem_cell0.75Nonsignificant——Other418
48FIB.skin_papillary0.74Nonsignificant—0.00Other00
49T.CD8_transitional0.73Nonsignificant0.751.02Other497932
50NEU.EXC_SYT20.67Nonsignificant—0.54Other4077
51MEL.melanocyte0.67Nonsignificant——Other79242
52MAC.kupffer0.64Nonsignificant1.000.98Other189530
53EPI.intrahepatic_cholangiocyte_transport0.59Nonsignificant—0.71Other1242
54NEU.EXC_NTNG10.58Nonsignificant—0.72Other00
55FIB.lung_alveolar0.57Nonsignificant—0.00Other615
56HPC.haematopoietic_progenitor_cell0.57Nonsignificant——Other211370
57FIB.skin_neurosecretory0.54Nonsignificant—0.00Other00
58PC.IgG_systemic0.43Nonsignificant0.171.31Other4160
59FIB.barrier_purinergic0.42Nonsignificant—0.00Other13
60FIB.suburothelial0.42Nonsignificant1.000.04Other122432
61EPI.skin_appendage_keratinocyte0.39Nonsignificant1.000.97Other87222
62PLAT.platelet0.33Nonsignificant—0.00Other3853
63ASPC.adipose_stem_and_progenitor_cell0.32Nonsignificant——Other324930
64MAC.microglia_like0.32Nonsignificant1.000.91Other124179
65NEU.INH_LAMP50.31Nonsignificant1.000.65Other263532
66PC.IgA_muocsal0.30Nonsignificant0.980.57Other1831
67EPI.extrahepatic_cholangiocyte0.29Nonsignificant—0.68Other3771
68PERI.pericyte0.29Nonsignificant——Other1170
69NEU.EXC_IT0.29Nonsignificant1.000.69Other411192
70EPI.cervical_suprabasal0.24Nonsignificant—0.39Other1450
71T.gamma_delta0.16Nonsignificant1.000.91Other5881,078
72EPI.pancreatic_ductal_bicarbonate0.15Nonsignificant0.151.11Other131548
73T.CD4_Tem0.14Nonsignificant1.000.94Other365697
74MAC.MDM0.13Nonsignificant1.000.95Other623986
75MAC.resident_iron0.13Nonsignificant1.000.89Other1621
76THYMO.thymocyte0.12Nonsignificant——Other163495
77GRANU.MAST0.09Nonsignificant4.69e-041.50Other56
78MAC.alveolar0.09Nonsignificant1.000.87Other1,4323,122
79EPI.ectocervical_granular0.08Nonsignificant—0.21Other1123
80EPI.alveolar_type_10.08Nonsignificant1.000.89Other26101
81T.CD4_Tfh0.08Nonsignificant1.000.89Other4745
82NEU.EXC_CT0.07Nonsignificant1.000.33Other362384
83EPI.esophageal_basal0.07Nonsignificant1.000.95Other410
84T.CD4_Th170.06Nonsignificant1.000.83Other421794
85MAC.resident_repair0.06Nonsignificant1.000.92Other7961,426
86EPI.tracheal_suprabasal0.06Nonsignificant1.001.10Other2956
87EPI.renal_intercalated_cell_type_A0.06Nonsignificant1.000.82Other67142
88EPI.skin_keratinocyte_basal0.06Nonsignificant—0.39Other1326
89T.CD4_Trm0.04Nonsignificant1.000.82Other176363
90EPI.colonocyte0.04Nonsignificant1.000.79Other294815
91EPI.thymic_cortical0.04Nonsignificant1.001.06Other442824
92EPI.gastric_foveolar0.04Nonsignificant—0.69Other00
93EPI.renal_intercalated_cell_type_B0.03Nonsignificant—0.62Other67
94EPI.colonic_enteroendocrine0.03Nonsignificant—0.34Other11
95T.CD8_naive0.03Nonsignificant1.000.68Other317708
96EPI.skin_follicular_keratinizing0.03Nonsignificant1.000.78Other3081
97T.CD4_naive0.03Nonsignificant1.000.66Other399866
98ILC2.innate_lymphoid_cell_20.03Nonsignificant——Other20
99EPI.renal_thick_ascending_limb0.02Nonsignificant1.001.00Other4531,153
100MAC.LAM0.02Nonsignificant1.000.85Other9142,064
101T.CD4_Th20.02Nonsignificant—0.06Other12
102EPI.ileal_enterocyte_absorptive0.02Nonsignificant1.000.74Other118338
103T.CD4_Tcm0.02Nonsignificant1.000.73Other494988
104CM.cardiomyocyte0.02Nonsignificant——Other5242,032
105EPI.ileal_enterocyte_crypt0.02Nonsignificant1.000.72Other67113
106B.germinal_center0.02Nonsignificant0.581.13Other233655
107EPI.pancreatic_ductal_perivascular0.01Nonsignificant1.000.79Other430
108T.CD4_transitional0.01Nonsignificant1.000.66Other48110
109EPI.skin_interfollicular_spinous0.01Nonsignificant1.000.92Other260563
110EPI.lung_club_secretory0.01Nonsignificant1.000.83Other514
111B.memory0.01Nonsignificant0.581.03Other442882
112DC.cDC20.01Nonsignificant0.521.07Other1,1891,793
113DC.cDC10.01Nonsignificant0.631.05Other55112
114EPI.colonic_tuft0.01Nonsignificant—0.31Other724
115EPI.intrahepatic_cholangiocyte_defense0.01Nonsignificant—0.12Other813
116EPI.ileal_goblet0.01Nonsignificant1.000.71Other181432
117T.CD8_Trm9.76e-03Nonsignificant1.000.59Other211346
118T.MAIT9.53e-03Nonsignificant1.000.49Other469855
119EPI.skin_keratinocyte_progenitor9.01e-03Nonsignificant—0.27Other03
120EPI.renal_immature_ureteric_bud7.43e-03Nonsignificant1.000.76Other217569
121EPI.tracheal_basal7.11e-03Nonsignificant1.000.58Other3981,120
122EPI.pancreatic_ductal_progenitor6.79e-03Nonsignificant1.000.56Other234873
123EPI.salivary_duct_excretory6.65e-03Nonsignificant1.000.63Other85180
124MONO.CD166.42e-03Nonsignificant7.14e-031.06Other1,3041,835
125B.naive6.19e-03Nonsignificant0.830.97Other307595
126EPI.skin_hair_follicle_bulge6.07e-03Nonsignificant1.000.60Other51178
127EPI.skin_sweat_duct_keratinocyte5.30e-03Nonsignificant1.000.63Other146301
128EPI.skin_sebaceous_duct_luminal5.20e-03Nonsignificant1.000.59Other100249
129EPI.ileal_bile_transport5.13e-03Nonsignificant1.000.58Other6193
130EPI.renal_principal_cell4.82e-03Nonsignificant1.000.58Other207403
131EPI.lung_multiciliated4.68e-03Nonsignificant1.000.67Other1649
132EPI.renal_proximal_tubule4.59e-03Nonsignificant1.000.57Other525806
133B.age_associated4.47e-03Nonsignificant0.581.05Other207350
134EPI.salivary_intercalated_defense3.36e-03Nonsignificant1.000.76Other81161
135T.CD4_Treg3.02e-03Nonsignificant1.000.67Other244511
136T.CD8_Tcm2.22e-03Nonsignificant1.000.41Other460926
137EPI.salivary_duct_ion_transport2.09e-03Nonsignificant1.000.51Other511
138EPI.esophageal_suprabasal2.00e-03Nonsignificant1.000.41Other158404
139EPI.salivary_serous_acinar1.92e-03Nonsignificant1.000.66Other233531
140NEU.INH_PVALB1.83e-03Nonsignificant1.008.07e-03Other193183
141MONO.CD141.44e-03Nonsignificant0.920.97Other2,2944,139
142EPI.salivary_myoepithelial1.32e-03Nonsignificant1.000.37Other191714
143EPI.endocervical_secretory1.16e-03Nonsignificant—0.00Other00
144DC.mig1.10e-03Nonsignificant—0.15Other89156
145EPI.bile_duct_cholangiocyte9.41e-04Nonsignificant1.000.42Other3760
146GRANU.neutrophil6.77e-04Nonsignificant1.000.00Other1,2352,649
147EPI.pancreatic_ductal_mucinous6.02e-04Nonsignificant1.000.58Other219430
148MAC.proliferating4.09e-04Nonsignificant1.000.71Other87253
149EPI.skin_keratinocyte_proliferating3.08e-04Nonsignificant1.000.27Other4776
150EPI.renal_distal_tubule2.12e-04Nonsignificant1.000.58Other133361
151EPI.salivary_mucous_acinar1.38e-04Nonsignificant1.000.35Other6391,189
152DC.pDC1.76e-07Nonsignificant1.000.16Other4961,028

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1HEP.periportal_metabolic.acute_phase_barrier63.34Significant0.061.83—533138
2HEP.periportal_metabolic.xenobiotic_detox61.44Significant0.061.67—1,440139
3HEP.periportal_metabolic.canonical_urea_cycle56.07Significant0.710.98—1,464269
4HEP.periportal_metabolic.urea_onecarbon_secretory55.81Significant0.711.05Specific1,3323,053
5HEP.periportal_metabolic.stress_checkpoint50.64Significant0.061.70Relevant234786
6HEP.periportal_metabolic.stress_chaperone49.25Significant—0.00Relevant66128
7HEP.periportal_metabolic.apolipoprotein_secretory42.45Significant0.800.80Relevant43110
8ADIPO.inflammatory38.84Significant—0.59Relevant00
9ADIPO.immature37.31Significant—0.63—2440
10HEP.periportal_metabolic.inflammatory_activated33.43Significant1.000.11Relevant7121,610
11ADIPO.hypoxia_remodelling24.51Significant—0.03Relevant29105
12HEP.acute_phase.complement_metabolic23.71Significant1.01e-062.68Specific1,4233,464
13EC.heart_remodeling.perivascular19.41Significant0.071.87Relevant124408
14EC.heart_remodeling.activated_acute18.69Significant0.221.65Relevant102186
15ASPC.signal_integrator18.69Significant—2.77Relevant00
16HEP.canalicular_transport.inflammatory18.24Significant6.11e-062.22—1,335194
17ASTRO.stress_mito17.96Significant0.081.56—47110
18HEP.canalicular_transport.baseline17.67Significant0.411.38Relevant199477
19FIB.adventitial.activated_remodelling17.60Significant—2.03Specific141319
20HEP.acute_phase.proliferative17.56Significant—0.00Relevant46
21HEP.canalicular_transport.sterol_lipid_biosynthesis17.52Significant—0.59Relevant1020
22HEP.acute_phase.complement_antiviral17.48Significant1.000.98Relevant377751
23HEP.acute_phase.hypoxia_lipid17.39Significant—0.00Relevant00
24HEP.acute_phase.inflammatory17.37Significant1.000.52Relevant382649
25EC.heart_remodeling.remodeling_stalk17.12Significant0.521.10Relevant33111
26EC.heart_remodeling.remodeling_secretory16.75Significant0.301.38Relevant6051,341
27HEP.canalicular_transport.pericentral_like_hypoxia16.07Significant0.631.14—3268
28ASTRO.homeostatic16.05Significant0.021.61—200431
29HEP.acute_phase.baseline15.74Significant1.000.20—94619
30FIB.transitioning.ISG_primed_interface15.61Significant—0.97Relevant1780
31EC.heart_remodeling.capillary_metabolic14.15Significant0.521.10Relevant54414
32MESO.activated_stress13.24Significant—0.67Relevant00
33EC.heart_remodeling.angiocrine12.53Significant1.000.12Relevant182525
34SKM.type_2_fast.oxidative_IIa12.36Significant7.12e-062.81—94656
35HEP.acute_phase.stress_secretory12.13Significant1.000.09—263
36ASTRO.synaptic_interaction11.93Significant0.411.23Relevant76334
37ASTRO.immature_lipid11.22Significant1.001.02Relevant23113
38HEP.canalicular_transport.secretory_ERAD_UPR11.20Significant1.000.28—23228
39FIB.transitioning.matrix_stress10.83Significant—0.00Relevant47138
40SKM.type_1_slow.glycolytic10.76Significant0.051.85Relevant362647
41EC.liver_sinusoidal.stress10.73Significant—0.94—413158
42EC.heart_remodeling.translation_boost10.63Significant—0.00—00
43FIB.transitioning.secretory_procollagen10.63Significant—5.55e-17Relevant00
44SKM.type_1_slow.oxidative10.63Significant0.041.98—802251
45ASPC.mesothelial_like10.28Significant4.64e-031.63Specific143486
46EC.liver_sinusoidal.inflammatory10.24Significant—0.62—223154
47HEP.canalicular_transport.injury_stress10.19Significant1.000.22—28924
48SKM.type_2_fast.glycolytic_IIx_IIb9.59Significant0.990.23Relevant5651,482
49EC.liver_sinusoidal.secretory_lipoprotein9.52Significant0.311.47—12070
50HEP.canalicular_transport.ductular_like_transition9.51Significant1.000.31—40087
51SKM.type_1_slow.contractile9.33Significant0.870.47—5968
52ASTRO.A2_reactive8.78Significant1.000.67Relevant1037
53EC.liver_sinusoidal.prostanoid8.09Significant—0.00Relevant1164
54ADIPO.thermogenic8.00Significant—0.00—00
55CHOND.activated_fibro_like7.72Significant9.64e-042.06—531188
56MESO.antiviral7.29Significant—0.41—38
57FIB.adventitial.baseline7.22Significant0.111.65Relevant157278
58ASTRO.hypoxia_angiogenic7.01Significant1.000.77Relevant518
59EC.liver_sinusoidal.remodeling_lipotoxicity6.94Significant—0.00—9058
60EC.lymphatic.scavenger6.92Significant0.201.42Relevant203257
61FIB.reticular.stress_metallothionein6.90Significant—0.74Relevant332
62FIB.adventitial.mechano_chemo_sensing6.89Significant0.561.27Relevant135524
63MESO.activated_migratory6.83Significant—0.28—00
64FIB.adventitial.mito_secretory6.78Significant0.561.28—217
65IPSC.mesendo_primed6.48Significant5.31e-101.42Relevant00
66FIB.adventitial.PI16_matrix6.45Significant0.950.97Relevant7090
67IPSC.mesodermal_primed6.33Significant0.151.23Relevant00
68FIB.transitioning.motility_remodelling6.21Significant—0.00Relevant00
69CHOND.pro_inflammatory6.14Significant1.000.71Relevant181351
70MESO.baseline5.79Significant0.521.04Other06
71EPI.hepatic_ductular_cholangiocyte.acute_phase_complement5.74Significant—1.44Relevant00
72FIB.adventitial.complement_angiocrine5.66Significant1.000.61Relevant153684
73ASTRO.A1_reactive5.61Significant1.000.65Other433394
74EC.venous.cardiac_structural5.61Significant0.011.53Other102229
75OLG.myelinating_mature5.58Significant0.131.49Other36394
76OLG.myelinating_stress5.56Significant0.601.21Other23262
77OLG.reactive_repair5.54Significant0.131.73Relevant385385
78EC.liver_sinusoidal.hypoxia_metabolic5.23Nominal1.000.00Other183107
79CHOND.angiogenic5.19Nominal—0.00Other00
80FIB.reticular.immune_interface5.18Nominal—0.29Other16
81OLG.regulatory5.09Nominal1.000.53Other35373
82OLG.regulatory_activated4.89Nominal1.000.71Other196614
83OLG.vesicle_trafficking4.77Nominal0.771.05Other12410
84T.CD8_Tem.signaling_turnover4.76Nominal0.061.53Other425683
85IPSC.stromal_primed4.75Nominal0.041.22Other00
86T.CD8_Tem.motility_primed4.64Nominal0.071.52Other2694
87CHOND.articular_collagen4.61Nominal1.009.46e-03Other551266
88OLG.stress4.54Nominal1.000.26Other2328
89FIB.adventitial.inflammatory_activated4.53Nominal1.000.30Other100473
90EC.arterial.ion_pump4.52Nominal0.581.06Other32
91EC.arterial.arteriole_interface4.47Nominal0.581.09Other3112
92EC.lymphatic.baseline4.39Nominal0.761.00Other3872
93NK.adaptive_classII_inhibitory4.38Nominal3.30e-062.10Other880154
94NK.adaptive_biosynthetic_primed4.34Nominal0.061.63Other244405
95EC.lymphatic.tip_migratory4.30Nominal0.850.74Other2337
96EC.arterial.arteriole_gas_exchange4.22Nominal0.101.23Other238131
97FIB.adventitial.adhesion_lipid4.21Nominal1.000.49Other58209
98NK.adaptive_axis_baseline4.20Nominal6.07e-061.96Other1,008153
99T.CD8_Tem.TEMRA4.09Nominal0.251.18Other9201,088
100FIB.reticular.ECM_builder4.02Nominal—0.37Other00
101NK.adaptive_HLAE_tuned4.00Nominal3.30e-061.94Other1,124189
102CHOND.remodeling3.93Nominal—0.00Other50
103EC.arterial.angiogenic_tip3.86Nominal—0.33Other3037
104T.CD8_Tem.early_helper_like3.70Nominal0.231.25Other445755
105NK.adaptive_adipose_stress3.45Nominal0.751.13Other37439
106IPSC.axial_identity_primed3.43Nominal0.041.17Other00
107NK.cytokine_quiescent3.33Nominal0.751.13Other6231,062
108EPI.pancreatic_acinar.stress3.23Nominal2.15e-031.77Other2828
109T.CD8_Tem.stress_adapted3.21Nominal0.990.64Other607520
110EPI.hepatic_ductular_cholangiocyte.stress3.21Nominal—1.32Other00
111EC.arterial.mito_contact3.14Nominal0.581.05Other145
112EPI.thymic_medullary.hormone_xeno_barrier3.04Nominal—0.30Other08
113EC.lymphatic.activated3.03Nominal0.760.97Other4773
114MESO.secretory_structural2.96Nonsignificant—0.00Other00
115NEU.INH_VIP.canonical_disinhibitory2.93Nonsignificant0.021.65Other5938
116EC.arterial.inflammatory2.93Nonsignificant0.101.33Other6350
117HEP.pericentral_lipoprotein.UPR_redox2.92Nonsignificant—0.67Other00
118EPI.thymic_medullary.canonical_alarmin2.89Nonsignificant0.501.33Other817
119T.CD8_Tem.baseline2.79Nonsignificant0.990.59Other458356
120ASTRO.stress_acute2.78Nonsignificant1.000.23Other6056
121EPI.pancreatic_ductal_bicarbonate.repair_actin_junction2.67Nonsignificant—1.43Other00
122HEP.pericentral_lipoprotein.ApoB_coagulation2.65Nonsignificant—0.00Other00
123NK.cytokine_repair_primed2.61Nonsignificant1.000.83Other26611
124NK.cytokine_vascular_patrolling2.61Nonsignificant1.000.89Other86394
125EPI.pancreatic_islet.alpha2.57Nonsignificant—0.60Other152330
126NK.cytokine_axis_baseline2.56Nonsignificant1.000.80Other1,172116
127NEU.INH_VIP.opioid2.53Nonsignificant—0.83Other509
128GRNLSA.p53_damage2.52Nonsignificant—0.94Other1310
129FIB.tracheal_subepithelial.baseline2.52Nonsignificant—0.00Other00
130GRNLSA.lipid_hypoxia2.51Nonsignificant0.801.06Other280
131FIB.neurolectin_mucosa.nerve_interface2.45Nonsignificant—0.51Other40
132EC.venous.activated2.38Nonsignificant9.00e-031.39Other247752
133NEU.INH_VIP.serotonergic2.37Nonsignificant—0.70Other92
134EPI.thymic_medullary.stress_APC2.25Nonsignificant0.800.61Other24
135NK.cytokine_biosynthetic_primed2.24Nonsignificant1.000.52Other36021
136ASTRO.neuromodulatory2.18Nonsignificant1.000.04Other34172
137HPC.MPP_activated2.14Nonsignificant—1.31Other00
138EC.arterial.homeostatic2.14Nonsignificant1.000.74Other243
139FIB.neurolectin_mucosa.remodeling_repair2.06Nonsignificant—0.13Other42
140FIB.reticular.stromal_niche2.05Nonsignificant0.850.64Other00
141EPI.intrahepatic_cholangiocyte_transport.mucin_secretory2.02Nonsignificant—1.15Other00
142NK.adaptive_immature_precursor2.02Nonsignificant1.000.35Other358111
143NK.adaptive_terminal_cytotoxic2.00Nonsignificant1.000.49Other485802
144FIB.perivascular_interface.vasomotor_tone2.00Nonsignificant—1.21Other00
145EPI.pancreatic_acinar.inflammatory_regenerative1.99Nonsignificant0.071.61Other25113
146GRNLSA.stress_metabolic1.95Nonsignificant—0.38Other12
147EPI.skin_hair_follicle_companion.gap_junction_contractile1.93Nonsignificant—0.97Other00
148OPC.proliferative_immune_interact1.88Nonsignificant0.011.99Other180373
149FIB.neurolectin_mucosa.inflammatory1.87Nonsignificant0.880.73Other52110
150SMC.contractile1.85Nonsignificant0.071.31Other80588
151EPI.pancreatic_islet.delta1.85Nonsignificant—0.67Other00
152EC.capillary.inflammatory1.84Nonsignificant0.311.24Other2751
153FIB.hepatic_stellate_cell.contractile1.76Nonsignificant—1.15Other00
154FIB.hepatic_stellate_cell.inflammatory1.73Nonsignificant—0.32Other00
155FIB.neurolectin_mucosa.axon_responsive1.72Nonsignificant0.880.43Other1010
156NEU.INH_VIP.excitatory_coupled1.71Nonsignificant—0.18Other130
157OPC.premyelinating1.64Nonsignificant0.661.05Other18512
158GRNLSA.EMT_insulin_signaling1.63Nonsignificant0.731.18Other4784
159MUSC.activated_migratory1.62Nonsignificant2.07e-031.94Other67
160NEU.INH_VIP.regulatory_remodeling1.53Nonsignificant—0.04Other61
161EPI.alveolar_type_2.injury_primed1.53Nonsignificant3.44e-052.21Other434245
162GRNLSA.cholesterol_mevalonate1.50Nonsignificant0.980.85Other94
163FIB.perivascular_interface.lipid_shuttle1.50Nonsignificant—0.00Other51170
164FIB.hepatic_stellate_cell.fibrogenic1.49Nonsignificant—0.00Other00
165MAC.kupffer.fibrogenic1.48Nonsignificant—0.99Other00
166SMC.activated1.45Nonsignificant0.071.27Other25
167T.CD8_transitional.APC_like1.40Nonsignificant0.081.20Other20562
168EC.arterial.metabolic1.36Nonsignificant1.000.81Other195159
169FIB.perivascular_interface.vascular_BM_remodelling1.34Nonsignificant—0.00Other00
170EPI.tracheal_submucosal_gland.acinar_serous1.34Nonsignificant—0.73Other00
171EC.capillary.activated1.34Nonsignificant0.991.19Other25
172MAC.kupffer.monocyte_like1.32Nonsignificant—1.03Other00
173NK.cytokine_tissue_activation1.29Nonsignificant1.000.36Other267450
174T.CD4_cytotoxic.terminal_effector1.29Nonsignificant0.151.33Other28621
175CM.inflammatory1.26Nonsignificant—2.83Other00
176MAC.resident_cardiac.phagocytic_homeostasis1.21Nonsignificant0.031.72Other5641,221
177EC.venous.remodeling_stalk1.20Nonsignificant1.000.93Other559566
178SCHWN.axon_contact_cardiac1.18Nonsignificant0.191.47Other1863
179FIB.barrier_secretory.remodeling1.16Nonsignificant—0.64Other00
180IPSC.neural_primed1.14Nonsignificant1.000.76Other00
181MEL.neurotrophic_migratory1.12Nonsignificant—1.08Other00
182FIB.interstitial.immune_interact1.11Nonsignificant0.521.16Other121
183T.CD8_transitional.effector_primed1.10Nonsignificant0.231.13Other435151
184IPSC.proliferative1.08Nonsignificant1.000.78Other00
185EPI.thymic_medullary.proliferative_APC1.08Nonsignificant—0.00Other00
186HPC.GMP_granulocytic1.08Nonsignificant—0.43Other33
187NEU.EXC_SYT2.synaptic1.05Nonsignificant—0.48Other00
188OPC.homeostatic1.05Nonsignificant1.000.00Other394160
189EC.capillary.stress1.05Nonsignificant0.991.00Other4436
190FIB.interstitial.mesenchymal_regulator1.04Nonsignificant0.521.28Other44
191FIB.skin_tenogenic.baseline1.04Nonsignificant—0.00Other02
192SCHWN.translation_boost1.01Nonsignificant—0.00Other81
193THYMO.DN_preTCR1.00Nonsignificant0.011.18Other4171
194MEL.stress_glucocorticoid0.98Nonsignificant0.131.70Other1134
195EPI.alveolar_type_2.stress_response0.98Nonsignificant1.000.81Other6751,562
196FIB.skin_sheath.neuro_vascular_interface0.96Nonsignificant—0.59Other00
197T.CD8_transitional.stress0.95Nonsignificant—0.44Other2434
198NEU.INH_VIP.cannabinoid0.94Nonsignificant—0.00Other00
199EC.capillary.baseline0.93Nonsignificant0.990.98Other246560
200FIB.interstitial.stress_secretory0.93Nonsignificant0.521.11Other9256
201NEU.INH_VIP.nuclear_reg0.92Nonsignificant—0.00Other204
202FIB.interstitial.remodeling0.92Nonsignificant0.521.12Other319
203FIB.skin_sheath.ECM_immune0.89Nonsignificant—0.00Other00
204EPI.skin_appendage_keratinocyte.ductal_immune_interacting0.88Nonsignificant0.061.56Other716
205MAC.kupffer.inflammatory0.88Nonsignificant—0.53Other74
206SCHWN.reactive_inflammatory0.86Nonsignificant—0.00Other00
207MG.baseline0.84Nonsignificant0.411.45Other165
208FIB.interstitial.mesenchymal_APC0.84Nonsignificant0.521.05Other8133
209MAC.resident_cardiac.antigen_presenting0.84Nonsignificant0.990.43Other5227
210MG.phagocytic_APC0.82Nonsignificant0.770.72Other258
211HPC.MPP_IEG0.80Nonsignificant0.881.14Other4546
212T.CD4_cytotoxic.NK_adapted0.76Nonsignificant0.941.04Other8233
213FIB.skin_papillary.baseline0.74Nonsignificant—0.00Other00
214MG.expanding0.74Nonsignificant0.770.73Other21
215FIB.barrier_purinergic.stress_GF_binding0.73Nonsignificant—0.97Other00
216GRNLSA.proliferative_migratory0.73Nonsignificant2.74e-041.70Other248292
217MUSC.early_activation0.72Nonsignificant0.931.08Other432
218EPI.pancreatic_acinar.quiet_dedifferentiation0.69Nonsignificant1.000.77Other142171
219EPI.pancreatic_acinar.baseline0.68Nonsignificant0.991.01Other274163
220EC.arterial.elastic0.68Nonsignificant1.000.62Other2245
221NEU.EXC_NTNG1.synaptic0.67Nonsignificant—0.67Other00
222NEU.INH_VIP.enkephalinergic0.67Nonsignificant—0.00Other00
223FIB.interstitial.lipid_matrix0.67Nonsignificant0.990.39Other258191
224MAC.kupffer.tolerogenic0.67Nonsignificant—0.36Other4549
225GRNLSA.secretory_remodeling0.65Nonsignificant0.980.54Other9025
226FIB.lung_alveolar.mito_secretory0.64Nonsignificant—0.48Other00
227EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion0.64Nonsignificant—0.24Other53
228EC.venous.quiescent_homeostatic0.64Nonsignificant1.000.71Other456360
229HPC.GMP_inflammatory0.63Nonsignificant0.881.04Other2010
230FIB.skin_sheath.stress_chaperone0.63Nonsignificant—0.00Other00
231EC.venous.baseline0.61Nonsignificant1.000.36Other346807
232EC.capillary.angiocrine0.60Nonsignificant0.990.87Other250630
233T.CD4_cytotoxic.activated0.60Nonsignificant0.940.70Other31
234EPI.pancreatic_islet.beta0.60Nonsignificant0.980.31Other4257
235EPI.pancreatic_acinar.adhesion_remodeling0.59Nonsignificant1.000.58Other210784
236MEL.secretory_quiescent0.59Nonsignificant0.920.89Other1913
237NK.cytokine_lung_immediate_early0.59Nonsignificant1.000.23Other424274
238EPI.hepatic_ductular_cholangiocyte.secretory_transport0.59Nonsignificant—0.10Other00
239PC.IgG_systemic.interacting0.58Nonsignificant0.601.26Other00
240MEL.mature_oxidative_traffic0.58Nonsignificant0.920.49Other247285
241FIB.suburothelial.homeostasis_matrix0.57Nonsignificant4.92e-032.19Other258921
242EPI.hepatic_ductular_cholangiocyte.barrier_chemokine0.57Nonsignificant—0.00Other69
243MAC.microglia_like.patrolling_adhesive0.56Nonsignificant—1.01Other00
244EC.venous.adipose_lipid0.55Nonsignificant1.000.64Other254476
245MAC.resident_cardiac.inflammatory_reparative0.54Nonsignificant0.990.08Other3196
246FIB.skin_neurosecretory.baseline0.54Nonsignificant—0.00Other00
247EPI.alveolar_type_2.baseline_surfactant0.53Nonsignificant1.000.12Other649
248PLAT.adhesion0.52Nonsignificant—0.48Other00
249GRNLSA.chemokine_mechanosensory0.52Nonsignificant0.980.53Other10
250EPI.alveolar_type_1.activated0.51Nonsignificant—1.64Other00
251GRNLSA.angiocrine_mechanosensory0.51Nonsignificant—0.00Other00
252NEU.EXC_IT.adhesion0.51Nonsignificant0.461.20Other252108
253SMC.metabolic0.51Nonsignificant1.000.45Other1440
254FIB.barrier_secretory.homeostasis0.51Nonsignificant—0.00Other00
255EPI.extrahepatic_cholangiocyte.barrier_interface0.50Nonsignificant—0.00Other00
256MUSC.quiescent_reservoir0.50Nonsignificant0.940.31Other28
257NEU.EXC_NTNG1.nuclear_reg0.50Nonsignificant—0.00Other00
258PC.IgG_systemic.stress0.50Nonsignificant—0.38Other15
259EC.capillary.migratory0.49Nonsignificant0.990.78Other181509
260T.CD4_Tem.cytotoxic_effector0.49Nonsignificant0.021.13Other225398
261FIB.suburothelial.inflammatory_prostanoid0.49Nonsignificant—0.16Other00
262NEU.EXC_IT.neuromodulated0.49Nonsignificant0.461.20Other176116
263FIB.suburothelial.contractile_myofibroblast0.49Nonsignificant—0.30Other90
264ASPC.activated0.49Nonsignificant0.661.22Other164162
265FIB.lung_alveolar.stress_interacting0.47Nonsignificant—0.00Other00
266EPI.cervical_suprabasal.inflammatory_repair0.47Nonsignificant—0.00Other00
267PC.IgG_systemic.metabolic0.46Nonsignificant0.600.91Other4663
268EPI.skin_hair_follicle_companion.bulge_anchor_signaling0.44Nonsignificant—0.00Other00
269MUSC.baseline0.44Nonsignificant0.940.36Other00
270IPSC.mesenchymal_primed0.43Nonsignificant1.000.50Other00
271NEU.EXC_IT.structural0.43Nonsignificant0.461.28Other17141
272NEU.INH_VIP.matrix0.42Nonsignificant—0.00Other2477
273HPC.LMPP0.41Nonsignificant0.960.91Other6531
274T.gamma_delta.cytotoxic_effector0.40Nonsignificant0.051.17Other349109
275PERI.inflammatory0.40Nonsignificant3.68e-041.78Other4077
276IPSC.midbrain_primed0.40Nonsignificant1.000.52Other00
277NEU.INH_LAMP5.rosehip0.39Nonsignificant—0.53Other00
278IPSC.neuroendocrine_primed0.39Nonsignificant—0.00Other00
279NEU.INH_LAMP5.glial_interface0.39Nonsignificant—0.33Other00
280EPI.ectocervical_granular.secretory_apocrine0.36Nonsignificant—1.15Other00
281T.CD8_transitional.Trm_primed0.36Nonsignificant0.940.93Other10815
282T.CD4_Tfh.canonical_GC_helper0.35Nonsignificant0.411.17Other12
283EC.capillary.postcap_venule0.35Nonsignificant0.990.90Other355261
284EPI.tracheal_submucosal_gland.ductal_luminal0.35Nonsignificant—0.00Other00
285EPI.pancreatic_ductal_bicarbonate.stress0.34Nonsignificant—1.08Other1233
286ASPC.stem_like_progenitor0.34Nonsignificant0.661.06Other300842
287NEU.EXC_IT.transitional0.34Nonsignificant0.930.93Other237142
288PERI.baseline0.33Nonsignificant0.271.26Other3966
289NEU.INH_VIP.develop_niche0.33Nonsignificant—0.00Other00
290EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate0.33Nonsignificant—0.00Other00
291PC.IgA_muocsal.activated0.33Nonsignificant0.730.99Other178
292PC.IgA_muocsal.migratory0.32Nonsignificant0.731.07Other41
293NEU.INH_VIP.LAMP5_hybrid0.31Nonsignificant—0.00Other19
294ASPC.niche_keeping_progenitor0.31Nonsignificant0.661.11Other52219
295NEU.INH_LAMP5.exc_inh_balance0.31Nonsignificant—0.15Other462
296MEL.dedifferentiated_migratory0.31Nonsignificant—0.00Other00
297PC.IgG_systemic.secretory0.30Nonsignificant0.600.98Other00
298EPI.hepatic_ductular_cholangiocyte.polarity0.29Nonsignificant—0.00Other00
299T.CD4_cytotoxic.baseline0.28Nonsignificant0.940.55Other00
300PERI.angiocrine0.28Nonsignificant0.870.91Other93102
301EPI.pancreatic_acinar.metabolic_onecarbon0.26Nonsignificant1.000.12Other287328
302EPI.skin_appendage_keratinocyte.transit_amplifying0.26Nonsignificant—0.28Other109358
303PC.IgA_muocsal.baseline0.25Nonsignificant0.800.84Other35
304PC.IgA_muocsal.plasmablast0.25Nonsignificant0.730.97Other54
305EPI.colonocyte.ionocyte_BEST40.24Nonsignificant0.801.31Other103188
306MAC.microglia_like.inflammatory_chemokine0.23Nonsignificant—0.00Other2032
307FIB.suburothelial.urothelial_interface0.23Nonsignificant1.000.00Other98
308EC.capillary.angiogenic_tip0.23Nonsignificant0.990.50Other186218
309PERI.cardiac_skeletal0.23Nonsignificant1.000.39Other313630
310ASPC.inflammatory0.22Nonsignificant0.661.13Other2161
311NK.cytokine_tissue_resident0.21Nonsignificant1.000.09Other7482
312MAC.alveolar.biosynthetic_sterol_heme0.21Nonsignificant0.451.19Other34740
313MAC.alveolar.stress_metabolic0.21Nonsignificant0.451.15Other116148
314CM.contractile_oxphos0.21Nonsignificant0.611.23Other619
315MAC.microglia_like.phagocytic_redox0.21Nonsignificant—0.00Other00
316EPI.skin_appendage_keratinocyte.sebaceous_apocrine0.20Nonsignificant—0.00Other3982
317MAC.MDM.complement_resolving0.20Nonsignificant0.321.08Other440860
318MAC.resident_iron.APC_iron_sensing0.20Nonsignificant0.501.06Other211114
319EPI.colonocyte.distal_absorptive0.19Nonsignificant—1.59Other00
320FIB.barrier_purinergic.lipid_secretory0.18Nonsignificant—0.00Other00
321T.CD4_Th17.migratory0.18Nonsignificant0.511.15Other1323
322THYMO.DP_early_stress0.17Nonsignificant—1.01Other00
323MAC.MDM.inflammatory_phagocytic0.16Nonsignificant0.880.99Other19952
324EPI.renal_intercalated_cell_type_A.PC_transitional0.16Nonsignificant—0.00Other203407
325THYMO.SP_CD8_naive_stress0.15Nonsignificant1.001.10Other11
326THYMO.SP_CD8_transitional0.15Nonsignificant1.001.06Other3275
327NEU.INH_LAMP5.projecting0.15Nonsignificant—0.00Other00
328GRANU.MAST.resting_granule0.14Nonsignificant—0.73Other00
329EPI.skin_interfollicular_spinous.upper_lipid0.14Nonsignificant—1.52Other66
330ASPC.preadipocyte_lipid_primed0.14Nonsignificant1.000.69Other331129
331EPI.thymic_cortical.secretory_remodeling0.14Nonsignificant—0.69Other41
332EPI.tracheal_suprabasal.secretory_immune0.13Nonsignificant—0.64Other00
333MAC.resident_iron.heme_catabolism0.13Nonsignificant0.501.12Other3051
334EPI.skin_appendage_keratinocyte.ductal_barrier_detox0.13Nonsignificant1.000.05Other3334
335T.CD4_cytotoxic.precursor0.12Nonsignificant0.940.70Other15667
336EC.lymphatic.valve0.12Nonsignificant—0.00Other00
337EPI.renal_thick_ascending_limb.cation_flux0.12Nonsignificant0.491.36Other5795
338MAC.resident_repair.chemokine_angiocrine0.12Nonsignificant0.741.04Other87138
339GRANU.MAST.activated_acute0.11Nonsignificant—0.34Other00
340EPI.skin_keratinocyte_basal.basement_anchoring0.11Nonsignificant—0.97Other00
341T.CD4_Trm.baseline0.11Nonsignificant0.691.10Other3121
342IPSC.stress0.11Nonsignificant1.000.34Other00
343THYMO.proliferative_S0.11Nonsignificant1.000.95Other163418
344NEU.EXC_CT.remodeling0.10Nonsignificant—0.55Other231
345ASPC.secretory0.10Nonsignificant1.000.63Other765
346NK.immature_bridge0.10Nonsignificant1.002.43e-03Other117122
347EPI.extrahepatic_cholangiocyte.mucin_secretory0.10Nonsignificant—0.00Other00
348IPSC.endoderm_primed0.10Nonsignificant1.000.40Other00
349NEU.EXC_CT.projector0.10Nonsignificant0.511.02Other8726
350NEU.EXC_IT.callosal0.10Nonsignificant1.000.27Other286119
351T.CD8_transitional.early0.10Nonsignificant1.000.24Other32755
352T.CD4_Tcm.RNA_control0.09Nonsignificant0.531.21Other964
353ASPC.baseline0.09Nonsignificant1.000.44Other363170
354MAC.MDM.APC_dendritic0.08Nonsignificant0.880.95Other4815
355EPI.esophageal_basal.activated_progenitor0.08Nonsignificant0.081.75Other10
356ASPC.proliferative0.08Nonsignificant1.000.70Other3385
357T.CD4_Trm.metal_stress0.08Nonsignificant0.691.16Other3458
358NEU.EXC_IT.guidance0.07Nonsignificant1.000.17Other27463
359B.germinal_center.DZ_M_phase0.07Nonsignificant—1.47Other00
360NEU.EXC_SYT2.nuclear_reg0.07Nonsignificant—0.00Other00
361T.gamma_delta.early_effector0.06Nonsignificant1.000.82Other890
362MAC.resident_iron.stress_tolerogenic0.06Nonsignificant—0.60Other00
363EPI.colonocyte.goblet_interface0.06Nonsignificant—0.94Other1121
364MAC.kupffer.metabolic0.06Nonsignificant—0.00Other2536
365MAC.resident_repair.stress_iron0.06Nonsignificant0.741.12Other4897
366B.memory.activated0.06Nonsignificant0.241.14Other10529
367MAC.kupffer.stress0.06Nonsignificant1.000.12Other93
368T.CD4_transitional.primed_helper_effector0.05Nonsignificant0.661.17Other1943
369EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.05Nonsignificant—0.97Other00
370EPI.skin_follicular_keratinizing.root_infundibulum0.05Nonsignificant—0.71Other00
371EPI.skin_hair_follicle_companion.activated_migratory0.05Nonsignificant—0.00Other00
372T.CD8_naive.splicing_enriched0.05Nonsignificant0.541.09Other12016
373T.CD8_naive.nfkb_related0.05Nonsignificant0.541.24Other10
374T.CD4_naive.neddylation_mitoprot0.05Nonsignificant0.451.16Other9356
375T.CD4_Trm.activated0.05Nonsignificant0.821.04Other3226
376T.CD4_Th17.cytotoxic0.04Nonsignificant0.721.05Other332123
377GRANU.MAST.activated_repair0.04Nonsignificant—0.00Other01
378DC.cDC2.antiviral0.04Nonsignificant0.431.13Other10037
379T.CD4_Tcm.stress0.04Nonsignificant0.801.18Other511
380EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo0.04Nonsignificant—0.00Other00
381T.CD4_naive.homeostatic0.04Nonsignificant0.891.06Other215108
382MAC.LAM.inflammatory_APC0.04Nonsignificant0.211.04Other872165
383MAC.resident_repair.antigen_presenting0.04Nonsignificant0.741.02Other244113
384ILC2.quiescent0.04Nonsignificant—0.00Other00
385EPI.colonic_enteroendocrine.Lcell_peptide0.04Nonsignificant—0.00Other00
386T.CD4_naive.survival_mitoprot0.04Nonsignificant0.261.30Other137
387EPI.gastric_foveolar.baseline0.04Nonsignificant—0.00Other00
388T.CD4_naive.Treg_like0.04Nonsignificant0.141.48Other12172
389EPI.ileal_enterocyte_absorptive.villus_tip0.03Nonsignificant6.98e-061.49Other43
390T.CD8_naive.cytokine_dampened0.03Nonsignificant0.541.07Other714
391EPI.renal_intercalated_cell_type_B.baseline0.03Nonsignificant—0.00Other31
392EPI.lung_club_secretory.ciliogenesis_primed0.03Nonsignificant—1.47Other00
393DC.cDC2.proliferative0.03Nonsignificant—0.43Other3971
394T.CD4_Th2.precursor0.03Nonsignificant—0.48Other00
395EPI.pancreatic_ductal_progenitor.ADM_like0.03Nonsignificant—1.65Other00
396EPI.skin_follicular_keratinizing.transit_amplifying0.03Nonsignificant—0.00Other2149
397MAC.resident_iron.heme_recycling0.03Nonsignificant—0.00Other3037
398T.CD4_Tfh.suppression_exhaustion0.03Nonsignificant0.980.91Other02
399EPI.esophageal_basal.junctional_barrier0.03Nonsignificant—0.00Other00
400T.MAIT.migratory0.03Nonsignificant0.581.42Other101
401T.CD8_naive.baseline0.03Nonsignificant0.791.00Other1422
402EPI.colonocyte.junction_remodeling0.03Nonsignificant0.990.92Other218305
403EPI.renal_intercalated_cell_type_A.acid_secretion0.03Nonsignificant0.511.04Other126
404ILC2.migratory0.03Nonsignificant—0.23Other00
405EPI.ileal_enterocyte_crypt.baseline0.03Nonsignificant0.011.52Other116
406T.CD4_naive.mature0.03Nonsignificant0.991.03Other211100
407HPC.MEP0.03Nonsignificant0.960.65Other5991,195
408T.CD4_naive.activated_stress0.03Nonsignificant0.991.03Other339429
409T.CD4_naive.mature_mitoprot0.03Nonsignificant0.990.97Other212476
410EPI.renal_immature_ureteric_bud.defense_secretory0.03Nonsignificant0.121.22Other4576
411DC.cDC1.cross_presenting0.02Nonsignificant—1.01Other00
412NEU.EXC_CT.Ca2_signaling0.02Nonsignificant—0.00Other6817
413T.CD8_naive.vesicle_secretory0.02Nonsignificant0.541.10Other420
414HPC.CLP_B_primed0.02Nonsignificant—0.00Other00
415MAC.resident_repair.ECM_stromal_crosstalk0.02Nonsignificant0.860.96Other95158
416T.CD4_naive.survival0.02Nonsignificant0.990.86Other1217
417EPI.lung_multiciliated.mature_motile_cilia0.02Nonsignificant—1.53Other00
418MAC.alveolar.inflammatory0.02Nonsignificant0.910.96Other208312
419EPI.ileal_enterocyte_crypt.proliferative_S0.02Nonsignificant0.511.00Other42
420T.CD4_Tcm.imprinted_splicing0.02Nonsignificant0.801.12Other617
421T.CD4_Tcm.Th2_like0.02Nonsignificant0.771.22Other2355
422T.CD4_Treg.tissue_effector0.02Nonsignificant0.461.13Other1613
423MONO.CD14.APC_like0.02Nonsignificant0.111.07Other1,6862,493
424EPI.intrahepatic_cholangiocyte_defense.secretory_barrier0.02Nonsignificant—0.73Other00
425ASPC.adipocyte_capillary_interface0.02Nonsignificant1.000.11Other2154
426T.CD4_naive.neddylation0.02Nonsignificant0.990.95Other104222
427EPI.colonic_tuft.activated0.02Nonsignificant—0.73Other00
428EPI.pancreatic_ductal_perivascular.baseline0.02Nonsignificant0.630.92Other15
429T.CD8_Trm.inflammatory0.02Nonsignificant0.611.09Other124176
430EPI.skin_sweat_duct_keratinocyte.barrier0.02Nonsignificant—1.13Other00
431T.CD4_transitional.tissue_enagement0.02Nonsignificant0.981.04Other511
432MONO.CD16.patrolling0.02Nonsignificant1.92e-091.34Other797216
433EPI.ileal_enterocyte_crypt.bile_transport0.02Nonsignificant0.281.26Other20
434EPI.skin_follicular_keratinizing.upper_infundibulum0.01Nonsignificant—0.00Other82
435T.CD8_Trm.dendritic_recruiter0.01Nonsignificant0.790.97Other4785
436MAC.alveolar.lipid_autophagy0.01Nonsignificant—0.28Other3544
437EPI.skin_sweat_duct_keratinocyte.proliferative_S0.01Nonsignificant—0.96Other00
438MAC.resident_iron.redox_metabolic0.01Nonsignificant0.501.03Other44
439EPI.ileal_goblet.immature0.01Nonsignificant—0.46Other00
440EPI.ileal_enterocyte_crypt.villus_transition0.01Nonsignificant—0.19Other710
441T.CD4_Trm.stress_adaptive0.01Nonsignificant0.821.05Other822
442B.germinal_center.DZ_S_phase0.01Nonsignificant—0.58Other00
443T.CD4_Trm.central_like0.01Nonsignificant0.830.98Other3831
444T.CD8_naive.lipid_synthesis0.01Nonsignificant0.541.14Other64
445EPI.pancreatic_ductal_bicarbonate.inflammatory0.01Nonsignificant0.971.25Other1432
446EPI.ectocervical_granular.inflammatory0.01Nonsignificant—0.32Other00
447EPI.ileal_goblet.baseline0.01Nonsignificant0.361.45Other162
448T.CD4_naive.resist_bystander0.01Nonsignificant0.990.94Other4025
449EPI.skin_keratinocyte_progenitor.activated_stress0.01Nonsignificant—0.38Other00
450B.naive.purinergic0.01Nonsignificant0.011.15Other384820
451EPI.pancreatic_ductal_perivascular.protective_antioxidant0.01Nonsignificant—0.00Other1169
452EPI.skin_sebaceous_duct_luminal.ECM_remodelling0.01Nonsignificant0.021.49Other29
453EPI.alveolar_type_1.baseline0.01Nonsignificant1.000.00Other80
454T.CD4_naive.survival_neddylation0.01Nonsignificant0.990.98Other2638
455EPI.lung_club_secretory.inflammatory0.01Nonsignificant—0.00Other00
456T.CD4_Tfh.effector_migratory0.01Nonsignificant0.980.96Other12257
457T.CD8_naive.effector_transition0.01Nonsignificant1.000.82Other3562
458ILC2.activated0.01Nonsignificant—0.00Other00
459EPI.colonocyte.crypt_progenitor0.01Nonsignificant0.990.84Other115265
460T.CD4_Th17.baseline0.01Nonsignificant0.940.81Other515
461ASPC.remodeling0.01Nonsignificant1.000.16Other106354
462EPI.renal_principal_cell.canonical_vasopressin0.01Nonsignificant0.801.19Other20
463T.CD4_Tem.long_term_memory0.01Nonsignificant1.000.90Other314587
464T.MAIT.early_activation0.01Nonsignificant0.971.09Other574
465EPI.lung_club_secretory.ciliogenesis_axoneme0.01Nonsignificant—0.00Other00
466EPI.tracheal_basal.activated_stress0.01Nonsignificant0.491.24Other320
467EPI.ileal_bile_transport.detox_transcytosis9.85e-03Nonsignificant—0.56Other01
468DC.cDC1.proliferative9.65e-03Nonsignificant—0.16Other00
469T.CD4_Tcm.effector_like9.55e-03Nonsignificant0.801.08Other293533
470IPSC.canonical_pluripotent9.50e-03Nonsignificant1.000.07Other00
471T.CD8_Trm.muscosal_Tc179.44e-03Nonsignificant0.611.11Other1938
472THYMO.DP_early9.44e-03Nonsignificant1.000.81Other326313
473T.CD8_Trm.cytotoxic9.42e-03Nonsignificant0.790.97Other16585
474CM.translation_boost_RPL9.13e-03Nonsignificant0.971.02Other1291
475T.MAIT.stress8.88e-03Nonsignificant—0.18Other00
476EPI.renal_principal_cell.intercalated_like8.77e-03Nonsignificant0.801.21Other6366
477T.CD4_Tcm.baseline8.70e-03Nonsignificant0.801.11Other6131
478B.naive.metabolic8.68e-03Nonsignificant0.871.06Other5079
479T.CD4_Tcm.Tfh_like8.53e-03Nonsignificant0.871.01Other102214
480DC.cDC1.baseline8.28e-03Nonsignificant—0.00Other00
481EPI.hepatic_ductular_cholangiocyte.ion_transport8.14e-03Nonsignificant—0.00Other00
482CM.baseline7.86e-03Nonsignificant0.970.97Other3930
483EPI.ileal_goblet.inflammatory_mucin7.73e-03Nonsignificant0.660.83Other69
484B.memory.preactivated7.67e-03Nonsignificant0.811.03Other173174
485DC.cDC2.tolerogenic_regulatory7.56e-03Nonsignificant1.000.94Other444
486EPI.lung_club_secretory.canonical_surfactant7.55e-03Nonsignificant—0.00Other74104
487EPI.salivary_duct_excretory.stress7.34e-03Nonsignificant0.670.93Other3368
488EPI.skin_hair_follicle_bulge.quiescent7.26e-03Nonsignificant0.161.35Other5669
489DC.cDC1.homeostatic_inhibitory7.25e-03Nonsignificant—0.00Other00
490EPI.renal_proximal_tubule.onecarbon_peroxisome7.19e-03Nonsignificant6.55e-031.89Other5889
491B.naive.activated7.15e-03Nonsignificant0.871.02Other77127
492B.age_associated.activated7.12e-03Nonsignificant—0.23Other1822
493EPI.ileal_goblet.stress_metallothionein7.01e-03Nonsignificant—0.00Other411
494EPI.skin_interfollicular_spinous.stress_oxidative6.75e-03Nonsignificant—0.71Other00
495EPI.salivary_intercalated_defense.canonical_antimicrobial6.67e-03Nonsignificant2.52e-041.20Other1122
496NEU.INH_PVALB.chandelier6.57e-03Nonsignificant0.121.26Other1916
497T.MAIT.MAPK_brake6.45e-03Nonsignificant0.970.98Other4466
498T.CD4_Tcm.migratory_cilium6.44e-03Nonsignificant0.871.03Other510
499T.CD4_naive.purinergic6.40e-03Nonsignificant0.990.85Other491
500EPI.salivary_duct_excretory.baseline6.34e-03Nonsignificant0.670.88Other2357
501T.CD8_naive.innate_like6.08e-03Nonsignificant1.000.56Other101
502T.CD4_naive.proteostasis6.02e-03Nonsignificant0.990.64Other149
503T.MAIT.vesicle5.98e-03Nonsignificant0.970.86Other3765
504T.CD4_transitional.APC_interacting5.91e-03Nonsignificant0.980.99Other1014
505T.CD8_Tcm.effector_bias5.87e-03Nonsignificant0.521.15Other199329
506T.CD4_Tfh.precursor_migratory5.87e-03Nonsignificant0.980.70Other7227
507EPI.skin_sweat_duct_keratinocyte.repair5.82e-03Nonsignificant—0.51Other00
508T.CD4_Tem.inflammatory5.76e-03Nonsignificant1.000.76Other286
509T.CD4_Tcm.synapse_dynamics5.58e-03Nonsignificant0.870.96Other1510
510EPI.lung_multiciliated.baseline5.52e-03Nonsignificant—0.51Other07
511DC.cDC1.activated5.34e-03Nonsignificant—0.00Other00
512NEU.EXC_CT.Ca2_sensor5.32e-03Nonsignificant—0.00Other00
513EPI.pancreatic_ductal_progenitor.baseline5.22e-03Nonsignificant0.710.87Other179702
514EPI.skin_keratinocyte_basal.transit_amplifying5.17e-03Nonsignificant—0.00Other00
515EPI.tracheal_basal.homeostatic_progenitor5.12e-03Nonsignificant0.850.71Other28574
516T.CD4_Tcm.DC_interact5.10e-03Nonsignificant0.890.91Other7232
517T.CD4_Tcm.tissue_homing5.02e-03Nonsignificant0.890.90Other7846
518T.CD4_Tcm.regulatory_poised5.02e-03Nonsignificant0.870.94Other23
519EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro4.90e-03Nonsignificant—0.37Other00
520B.memory.baseline4.78e-03Nonsignificant0.950.89Other47299
521T.CD4_Trm.cytotoxic_effector4.78e-03Nonsignificant0.960.84Other11877
522EPI.skin_hair_follicle_bulge.anagen_growth4.75e-03Nonsignificant—0.27Other00
523EPI.colonic_tuft.homeostatic4.66e-03Nonsignificant—0.00Other00
524T.CD4_transitional.baseline4.46e-03Nonsignificant0.990.72Other5997
525EPI.colonocyte.proximal_transport4.41e-03Nonsignificant0.990.56Other2412
526EPI.pancreatic_ductal_bicarbonate.baseline4.28e-03Nonsignificant0.970.94Other1142
527T.CD4_naive.proteostasis_mitoprot4.24e-03Nonsignificant0.990.65Other1537
528B.age_associated.migratory4.23e-03Nonsignificant0.431.07Other22
529B.naive.restrained4.16e-03Nonsignificant0.870.94Other183353
530T.CD4_Trm.helper_like4.05e-03Nonsignificant0.960.76Other84147
531EPI.ileal_enterocyte_crypt.proliferative_G2M3.92e-03Nonsignificant—0.00Other1954
532EPI.pancreatic_ductal_progenitor.ciliated_transport3.84e-03Nonsignificant—0.00Other105368
533T.CD8_Trm.homeostatic3.63e-03Nonsignificant0.980.77Other425
534MONO.CD16.platelet_bound3.56e-03Nonsignificant1.000.95Other372508
535EPI.ileal_bile_transport.absorptive_xenobiotic3.49e-03Nonsignificant0.890.55Other1112
536T.CD4_Tcm.retro_ZNF1173.42e-03Nonsignificant0.870.96Other59
537EPI.salivary_myoepithelial.contractile_repair3.36e-03Nonsignificant—0.76Other39
538T.MAIT.quiescent3.33e-03Nonsignificant0.970.52Other1005
539EPI.renal_thick_ascending_limb.barrier_repair3.16e-03Nonsignificant0.731.00Other141284
540T.MAIT.cytotoxic3.15e-03Nonsignificant0.970.58Other5215
541EPI.skin_keratinocyte_basal.spinous_transition3.04e-03Nonsignificant—0.00Other00
542EPI.cervical_suprabasal.secretory_vesicle3.04e-03Nonsignificant—0.00Other00
543EPI.salivary_serous_acinar.quiescent2.99e-03Nonsignificant0.571.10Other178493
544EPI.endocervical_secretory.squamous_barrier2.92e-03Nonsignificant—0.67Other00
545T.CD4_transitional.primed_cytotoxic2.88e-03Nonsignificant0.990.83Other2830
546CM.osmoprotection2.85e-03Nonsignificant0.970.92Other3457
547EPI.pancreatic_ductal_mucinous.proliferative_gastric_like2.85e-03Nonsignificant—1.27Other00
548EPI.skin_hair_follicle_bulge.niche_crosstalk2.79e-03Nonsignificant—0.00Other2988
549EPI.renal_proximal_tubule.detox_antioxidant2.69e-03Nonsignificant1.000.00Other39477
550EPI.renal_thick_ascending_limb.remodeling2.67e-03Nonsignificant0.731.01Other15292
551EPI.renal_thick_ascending_limb.canonical_salt_transporter2.67e-03Nonsignificant0.790.87Other322317
552EPI.skin_sebaceous_duct_luminal.immune_interface2.46e-03Nonsignificant—0.09Other00
553EPI.esophageal_suprabasal.differentiating_keratin2.42e-03Nonsignificant0.530.99Other13161
554EPI.esophageal_suprabasal.basal_transitional2.41e-03Nonsignificant0.531.20Other4467
555EPI.renal_distal_tubule.ciliated_remodelling2.38e-03Nonsignificant—1.64Other00
556B.naive.proteostasis2.38e-03Nonsignificant0.870.92Other4969
557EPI.ectocervical_granular.immune_interact2.31e-03Nonsignificant—0.00Other00
558MONO.CD14.platelet_bound2.25e-03Nonsignificant0.371.08Other964176
559T.CD4_Tcm.crosstalk_myeloid2.24e-03Nonsignificant0.870.93Other54
560B.memory.migratory2.18e-03Nonsignificant0.950.78Other123208
561EPI.intrahepatic_cholangiocyte_defense.raft_maturation2.16e-03Nonsignificant—0.00Other00
562EPI.salivary_duct_ion_transport.baseline2.09e-03Nonsignificant——Other00
563EPI.renal_principal_cell.injury_repair2.02e-03Nonsignificant0.870.68Other269
564B.naive.antigen_presenting_ready1.92e-03Nonsignificant0.870.90Other4873
565B.naive.remodeling1.86e-03Nonsignificant0.870.95Other135230
566EPI.salivary_serous_acinar.secretory_active1.85e-03Nonsignificant0.760.96Other24269
567EPI.renal_principal_cell.activated_acute1.85e-03Nonsignificant0.870.88Other2959
568T.CD8_Tcm.NK_like1.85e-03Nonsignificant0.781.01Other334581
569T.CD8_naive.mito_proteostasis1.82e-03Nonsignificant1.000.31Other428100
570B.naive.baseline1.71e-03Nonsignificant0.870.89Other1013
571EPI.skin_interfollicular_spinous.inflammatory1.68e-03Nonsignificant—0.00Other00
572CM.anti_inflammatory1.67e-03Nonsignificant0.970.80Other4241,503
573EPI.renal_thick_ascending_limb.salt_sensing1.66e-03Nonsignificant0.790.84Other73103
574DC.cDC2.pro_inflammatory1.64e-03Nonsignificant1.000.96Other35
575EPI.skin_interfollicular_spinous.stress_UPR1.58e-03Nonsignificant—0.32Other00
576B.memory.pDC_imprint1.54e-03Nonsignificant0.811.10Other157103
577EPI.bile_duct_cholangiocyte.secretory_mucin1.54e-03Nonsignificant—0.76Other712
578T.CD8_Tcm.helper_like1.53e-03Nonsignificant0.780.97Other81159
579EPI.colonocyte.secretory_boost1.48e-03Nonsignificant0.990.27Other9891
580T.CD4_naive.gut_prone1.48e-03Nonsignificant0.990.28Other3570
581EPI.skin_keratinocyte_progenitor.quiescent_stem_like1.46e-03Nonsignificant—0.00Other00
582EPI.salivary_myoepithelial.baseline1.39e-03Nonsignificant0.841.17Other42141
583T.CD4_Treg.central_naive_like1.37e-03Nonsignificant0.461.06Other33345
584EPI.ileal_enterocyte_absorptive.brush_border1.37e-03Nonsignificant1.000.00Other5801,717
585CM.sarcomere_actin_interface1.37e-03Nonsignificant0.970.84Other45078
586T.CD8_Tcm.baseline1.36e-03Nonsignificant0.780.96Other9089
587EPI.renal_immature_ureteric_bud.osmoprotective1.32e-03Nonsignificant1.000.38Other12644
588EPI.ileal_enterocyte_crypt.secretory_precursor1.26e-03Nonsignificant—0.00Other00
589B.germinal_center.LZ_memory_precursor1.24e-03Nonsignificant—0.00Other00
590EPI.salivary_myoepithelial.activated1.23e-03Nonsignificant0.850.97Other85281
591CM.oxidative_phospho1.19e-03Nonsignificant0.970.79Other266792
592MAC.LAM.anti_inflammatory1.17e-03Nonsignificant0.861.01Other86132
593EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic1.15e-03Nonsignificant—0.00Other00
594THYMO.CD8aa_IELp1.11e-03Nonsignificant—0.19Other17
595DC.mig.baseline1.10e-03Nonsignificant—0.00Other10
596EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling1.09e-03Nonsignificant—0.00Other00
597EPI.renal_principal_cell.inflammatory1.08e-03Nonsignificant0.870.69Other74157
598GRANU.neutrophil.primed_degranulation1.05e-03Nonsignificant—0.38Other00
599CM.translation_boost_RPS1.04e-03Nonsignificant0.970.83Other6916
600T.CD4_Th2.tissue_adapted9.44e-04Nonsignificant—0.00Other00
601CM.mito_proteostasis9.42e-04Nonsignificant0.970.78Other32929
602EPI.skin_sebaceous_duct_luminal.detox_repair9.40e-04Nonsignificant0.910.58Other13794
603T.CD4_Tcm.APC_mimicry8.64e-04Nonsignificant0.950.70Other5443
604GRANU.neutrophil.antiviral_endotoxin8.59e-04Nonsignificant—0.26Other00
605EPI.skin_keratinocyte_proliferating.anchor_remodel8.34e-04Nonsignificant—0.92Other00
606B.germinal_center.LZ_selection7.87e-04Nonsignificant—0.00Other00
607EPI.skin_interfollicular_spinous.baseline7.59e-04Nonsignificant0.980.79Other353
608EPI.skin_sweat_duct_keratinocyte.signal_gate7.56e-04Nonsignificant—0.00Other4326
609MONO.CD14.inflammatory7.54e-04Nonsignificant0.361.22Other92134
610EPI.skin_interfollicular_spinous.early_differentiation7.52e-04Nonsignificant0.980.75Other8919
611T.CD4_Tcm.secretory7.49e-04Nonsignificant0.950.74Other2011
612T.gamma_delta.central_memory7.31e-04Nonsignificant1.000.32Other460919
613DC.cDC2.adhesion_signaling7.29e-04Nonsignificant1.000.71Other359
614THYMO.proliferative_G2M7.12e-04Nonsignificant—0.00Other164413
615MAC.proliferating.DNA_replication6.03e-04Nonsignificant0.201.13Other36
616B.naive.receptor_recycle5.83e-04Nonsignificant0.970.70Other510
617EPI.salivary_myoepithelial.junctional_transport5.62e-04Nonsignificant0.900.60Other66121
618EPI.salivary_serous_acinar.seromucous_like5.57e-04Nonsignificant—0.93Other00
619T.CD4_Treg.APC_interactive5.14e-04Nonsignificant0.970.85Other11828
620MAC.MDM.LAM_like5.01e-04Nonsignificant0.880.81Other1214
621NEU.INH_PVALB.metabotropic5.00e-04Nonsignificant—0.41Other00
622DC.cDC2.lipid_metabolic4.79e-04Nonsignificant—0.12Other00
623EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic4.70e-04Nonsignificant—0.00Other00
624MONO.CD16.hepatic_mac_like4.60e-04Nonsignificant1.000.80Other803117
625CM.mechano_activated4.56e-04Nonsignificant0.970.65Other205134
626EPI.pancreatic_ductal_bicarbonate.barrier_mucin4.24e-04Nonsignificant0.970.90Other219533
627EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal4.07e-04Nonsignificant—0.00Other00
628EPI.colonic_enteroendocrine.progenitor4.00e-04Nonsignificant—0.00Other00
629EPI.skin_sweat_duct_keratinocyte.proliferative_G2M3.89e-04Nonsignificant—0.00Other00
630THYMO.SP_CD8_naive3.79e-04Nonsignificant1.000.50Other297177
631EPI.bile_duct_cholangiocyte.inflammatory_APC3.77e-04Nonsignificant—0.00Other20
632MAC.alveolar.capillary_interacting3.54e-04Nonsignificant0.980.44Other113181
633MONO.CD14.cord_tolerance3.47e-04Nonsignificant0.361.09Other864753
634EPI.lung_multiciliated.stress3.07e-04Nonsignificant—0.00Other67165
635MONO.CD16.baseline3.02e-04Nonsignificant1.000.58Other501
636T.CD8_Tcm.gut_homing2.91e-04Nonsignificant0.780.90Other380112
637EPI.endocervical_secretory.secretory_translocon2.82e-04Nonsignificant—0.00Other00
638EPI.esophageal_suprabasal.proliferative_S2.78e-04Nonsignificant—0.00Other2641
639T.CD4_Tem.transitional_CM2.68e-04Nonsignificant1.000.62Other3120
640THYMO.SP_CD4_naive2.47e-04Nonsignificant1.000.60Other6575
641B.age_associated.naive_transitional2.31e-04Nonsignificant—0.00Other00
642MAC.LAM.lipid_opsonization2.25e-04Nonsignificant0.861.03Other4514
643EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump2.24e-04Nonsignificant0.970.95Other40191
644EPI.skin_interfollicular_spinous.transition_basal2.21e-04Nonsignificant0.980.25Other100127
645NEU.INH_PVALB.nuclear_reg1.96e-04Nonsignificant0.810.80Other2512
646EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit1.67e-04Nonsignificant—0.00Other00
647EPI.skin_interfollicular_spinous.proliferative1.58e-04Nonsignificant—0.00Other00
648MONO.CD14.remodeling1.53e-04Nonsignificant0.930.99Other2,373295
649EPI.pancreatic_ductal_bicarbonate.junctional_remodel1.46e-04Nonsignificant—0.44Other49237
650EPI.ectocervical_granular.proliferative_basal1.45e-04Nonsignificant—0.00Other00
651EPI.salivary_mucous_acinar.baseline1.38e-04Nonsignificant——Other394683
652DC.cDC2.migratory1.34e-04Nonsignificant1.000.59Other18539
653EPI.salivary_intercalated_defense.inflammatory1.33e-04Nonsignificant0.970.50Other152360
654EPI.skin_keratinocyte_proliferating.early_spinous_transition1.22e-04Nonsignificant—0.00Other135290
655DC.cDC2.monocyte_like1.09e-04Nonsignificant1.000.70Other1,285791
656EPI.pancreatic_ductal_mucinous.remodeling_channel_rich1.07e-04Nonsignificant—0.55Other00
657MONO.CD14.baseline8.96e-05Nonsignificant1.000.95Other2,26876
658MONO.CD16.inflammatory8.84e-05Nonsignificant1.000.43Other1,640168
659PLAT.megakaryocytic8.18e-05Nonsignificant—0.00Other00
660MAC.alveolar.scavenging_endocytic7.35e-05Nonsignificant—0.00Other140283
661EPI.pancreatic_ductal_mucinous.mucin_rich_barrier5.20e-05Nonsignificant0.970.27Other4491,034
662MAC.LAM.antimicrobial4.87e-05Nonsignificant0.860.98Other38993
663EPI.esophageal_suprabasal.proliferative_G2M3.81e-05Nonsignificant—0.00Other00
664EPI.skin_keratinocyte_proliferating.detox_repair3.14e-05Nonsignificant—0.00Other00
665EPI.renal_distal_tubule.ion_transport2.68e-05Nonsignificant—0.86Other00
666B.germinal_center.LZ_survival2.54e-05Nonsignificant—0.00Other00
667MAC.resident_repair.lipid_phagocytic1.91e-05Nonsignificant0.860.71Other228604
668MAC.LAM.perivascular_angiocrine1.32e-05Nonsignificant—0.03Other53138
669GRANU.neutrophil.tissue_patrolling1.05e-05Nonsignificant—0.00Other00
670EPI.tracheal_suprabasal.transitional_wound7.20e-06Nonsignificant—0.00Other161
671T.CD4_Treg.Tr1_like6.78e-06Nonsignificant—0.00Other88
672EPI.esophageal_suprabasal.proliferative_exit5.49e-06Nonsignificant—0.00Other00
673EPI.renal_distal_tubule.stress5.46e-06Nonsignificant—0.00Other00
674EPI.renal_distal_tubule.repair4.95e-06Nonsignificant—0.00Other34102
675MAC.LAM.lipid_phagocytosis3.80e-06Nonsignificant0.990.60Other369328
676NEU.INH_PVALB.fastspike3.78e-06Nonsignificant—0.00Other2422
677EPI.pancreatic_ductal_bicarbonate.activated3.70e-06Nonsignificant1.000.16Other107
678NEU.INH_PVALB.serotonergic3.40e-06Nonsignificant—0.00Other00
679MONO.CD14.repair_M2_like2.79e-06Nonsignificant0.970.92Other5501,495
680EPI.salivary_intercalated_defense.basal_EMT2.31e-06Nonsignificant—0.00Other00
681EPI.renal_distal_tubule.immune_modulatory2.18e-06Nonsignificant—0.00Other00
682DC.pDC.poised_migratory4.31e-07Nonsignificant0.601.20Other5495
683NEU.INH_PVALB.neuromodulatory1.20e-07Nonsignificant—0.00Other00
684DC.pDC.baseline9.12e-08Nonsignificant0.890.76Other88123
685MAC.proliferating.stress3.79e-08Nonsignificant—0.00Other87136
686DC.pDC.immature_metabolic3.28e-08Nonsignificant0.890.69Other78124
687EPI.thymic_cortical.baseline2.22e-09Nonsignificant0.860.61Other185386
688EPI.thymic_cortical.Notch_interface8.32e-10Nonsignificant—0.00Other82137

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

27 unique genes. Showing 1–27. 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)
SYNE102-Medium0.6224.86G1C2ASTRO.synaptic_interaction (L2), EC.venous.cardiac_structural (L2), EPI.lung_multiciliated.mature_motile_cilia (L2), EPI.pancreatic_ductal_bicarbonate.repair_actin_junction (L2)HEP.periportal_metabolic (Tier: specific)
ASPC.signal_integrator (Tier: relevant)
ASTRO.synaptic_interaction (Tier: relevant)
35 cells — complete matches516
ENSG0000030237902-Medium0.4721.42G2C1———1336
ENSG0000030235702-Medium0.4620.27G2C1———518
ESR102-Medium0.4317.46G2C1—FIB.adventitial (Tier: specific)
ASPC.mesothelial_like (Tier: specific)
FIB.adventitial.baseline (Tier: relevant)
FIB.adventitial.complement_angiocrine (Tier: relevant)
FIB.adventitial.mechano_chemo_sensing (Tier: relevant)
40 cells — complete matches1019
RSPO302-Medium0.425.04G1C2FIB.barrier_secretory (L1S), FIB.tracheal_subepithelial (L1S), ADIPO.thermogenic (L2), IPSC.mesodermal_primed (L2), NEU.EXC_CT.projector (L2)FIB.transitioning (Tier: specific)
SKM.type_1_slow (Tier: specific)
ASPC.mesothelial_like (Tier: specific)
FIB.adventitial.activated_remodelling (Tier: specific)
CHOND.pro_inflammatory (Tier: relevant)
EC.heart_remodeling.activated_acute (Tier: relevant)
EC.heart_remodeling.angiocrine (Tier: relevant)
EC.heart_remodeling.perivascular (Tier: relevant)
FIB.adventitial.complement_angiocrine (Tier: relevant)
FIB.reticular.stress_metallothionein (Tier: relevant)
FIB.transitioning.matrix_stress (Tier: relevant)
IPSC.mesodermal_primed (Tier: relevant)
80 cells — complete matches2981
ENSG0000022619302-Medium0.4114.97G2C2———00
ARL14EP-DT02-Medium0.406.98G2C2———12
ARL14EP02-Medium0.396.17G2C2——B.memory.migratory (L2), GRANU.MAST.activated_repair (L2)01
ENSG0000029311002-Medium0.376.42G1C2———1023
SYNE1-AS102-Medium0.3713.08G2C2—FIB.reticular.stress_metallothionein (Tier: relevant)5 cells — complete matches00
ENSG0000027809502-Medium0.368.71G2C2———44
ITPR2-AS102-Medium0.316.94G2C2———67
CDC4202-Medium0.303.54G2C2———924
MPPED202-Medium0.284.25G2C2—SKM.type_1_slow (Tier: specific)
adipocyte (Tier: relevant)
ADIPO.adipocyte (Tier: relevant)
69 cells — complete matches11
ENSG0000028737302-Medium0.284.69G2C2———01
MPPED2-AS102-Medium0.274.15G2C2———01
ENSG0000030924002-Medium0.264.92G2C2———01
ENSG0000030919702-Medium0.253.30G2C2———22
ENSG0000025548002-Medium0.242.83G2C2———01
ENSG0000025452602-Medium0.222.18G2C2———00
ENSG0000028587302-Medium0.193.80G2C2———925
WNT402-Medium0.183.27G2C2—FIB.reticular.stress_metallothionein (Tier: relevant)34 cells — complete matches47
ENSG0000028969402-Medium0.183.35G2C2———1833
CDC42-AS102-Medium0.172.96G2C2———925
ENSG0000029475202-Medium0.173.91G2C2———11
C1QC02-Medium0.143.16G2C2macrophage (L1), MAC.resident_cardiac (L1S), MAC.resident_repair (L1S), MAC.LAM.inflammatory_APC (L2), MAC.MDM.complement_resolving (L2), MAC.kupffer.tolerogenic (L2), MG.phagocytic_APC (L2), MONO.CD16.hepatic_mac_like (L2)—67 cells — complete matches11
CDC42-IT102-Medium0.133.17G2C2———824

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.