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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.

FING00000023 · All tissues

Acute laryngitis and tracheitis: 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: Upper respiratory inflammation

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)
1cardiomyocyte72.85Significant3.30e-491.22Specific5332,045
2oligodendrocyte9.81Significant1.33e-091.11Specific3851,507
3mesothelial_cell9.72Significant1.001.01Relevant636
4hepatocyte4.70Nominal1.001.02Other1,5153,822
5fibroblast3.87Nominal0.901.02Other184826
6endothelial_cell2.67Nonsignificant1.000.99Other373974
7skeletal_muscle_cell1.69Nonsignificant1.000.96Other9442,600
8smooth_muscle_cell0.95Nonsignificant1.000.83Other27139
9macrophage0.87Nonsignificant1.000.85Other8131,732
10epithelial_cell0.68Nonsignificant1.000.86Other2447
11dendritic_cell0.68Nonsignificant1.000.84Other496724
12plasma_cell0.54Nonsignificant1.000.81Other1724
13pericyte0.48Nonsignificant1.000.81Other128517
14innate_lymphoid_cell_20.34Nonsignificant1.001.00Other38
15granulocyte0.32Nonsignificant1.000.81Other56
16thymocyte0.26Nonsignificant1.000.77Other168512
17adipose_stem_and_progenitor_cell0.20Nonsignificant1.000.73Other327954
18haematopoietic_progenitor_cell0.17Nonsignificant1.000.72Other262502
19monocyte0.11Nonsignificant1.000.78Other2,1763,871
20muscle_stem_cell0.09Nonsignificant1.000.64Other727
21neuron0.08Nonsignificant1.000.65Other3301,328
22microglia0.07Nonsignificant1.000.64Other61129
23adipocyte0.05Nonsignificant1.000.78Other33111
24natural_killer_cell0.04Nonsignificant1.000.75Other1,2042,052
25induced_pluripotent_stem_cell0.03Nonsignificant1.000.68Other00
26platelet0.03Nonsignificant—0.21Other85104
27B_cell0.03Nonsignificant1.000.55Other356694
28astrocyte0.02Nonsignificant1.000.67Other2561,203
29T_cell0.02Nonsignificant1.000.43Other470959
30oligodendrocyte_precursor_cell0.02Nonsignificant1.000.49Other4611,454
31melanocyte0.01Nonsignificant1.000.50Other97309
32granulosa_cell8.91e-03Nonsignificant1.000.46Other293670
33chondrocyte8.26e-03Nonsignificant1.000.50Other5481,069
34schwann_cell1.54e-03Nonsignificant1.000.32Other1057

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1CM.cardiomyocyte72.85Significant——Specific5242,032
2EPI.pancreatic_islet13.86Significant0.301.26Relevant52132
3EC.liver_sinusoidal13.11Significant0.061.14Relevant1,0831,925
4EC.heart_remodeling11.41Significant3.71e-101.28Specific5691,594
5OLG.oligodendrocyte9.81Significant——Specific3841,397
6MESO.mesothelial_cell9.72Significant——Relevant218
7FIB.adventitial7.88Significant9.26e-491.73Specific2681,447
8HEP.acute_phase5.44Nominal1.52e-031.54Other1,4413,641
9HEP.canalicular_transport5.19Nominal0.021.35Other1,2903,434
10EPI.endocervical_secretory3.84Nominal—1.31Other00
11HEP.periportal_metabolic3.73Nominal1.000.44Other1,7504,427
12FIB.hepatic_stellate_cell3.71Nominal—0.27Other64252
13EPI.skin_sebaceous_duct_luminal3.64Nominal0.671.19Other100249
14EPI.pancreatic_acinar2.97Nonsignificant7.12e-091.30Other4291,475
15EC.arterial2.86Nonsignificant0.101.05Other356885
16EPI.renal_distal_tubule2.53Nonsignificant1.001.14Other133361
17MAC.alveolar2.10Nonsignificant4.56e-061.61Other1,4323,122
18EPI.ileal_enterocyte_crypt2.07Nonsignificant1.001.09Other67113
19SKM.type_2_fast1.71Nonsignificant0.361.32Other9722,639
20SKM.type_1_slow1.66Nonsignificant0.760.74Other9232,478
21MAC.kupffer1.64Nonsignificant0.321.18Other189530
22MAC.resident_cardiac1.45Nonsignificant2.77e-041.39Other4851,074
23EPI.pancreatic_ductal_mucinous1.39Nonsignificant1.001.06Other219430
24EPI.skin_keratinocyte_progenitor1.26Nonsignificant—0.99Other03
25EPI.renal_intercalated_cell_type_A1.15Nonsignificant1.000.92Other67142
26EPI.colonic_tuft1.11Nonsignificant—0.95Other724
27SMC.smooth_muscle_cell0.95Nonsignificant——Other20101
28DC.mig0.93Nonsignificant—0.49Other89156
29EPI.skin_keratinocyte_basal0.91Nonsignificant—0.85Other1326
30DC.cDC20.88Nonsignificant1.07e-051.45Other1,1891,793
31EPI.salivary_duct_ion_transport0.85Nonsignificant1.001.04Other511
32EPI.ectocervical_granular0.81Nonsignificant—0.88Other1123
33GRANU.neutrophil0.80Nonsignificant9.43e-041.50Other1,2352,649
34EPI.alveolar_type_20.78Nonsignificant1.000.99Other8131,853
35EPI.salivary_duct_excretory0.70Nonsignificant1.000.95Other85180
36MAC.LAM0.66Nonsignificant1.000.79Other9142,064
37MAC.MDM0.65Nonsignificant1.000.78Other623986
38EPI.skin_keratinocyte_proliferating0.63Nonsignificant1.001.03Other4776
39EPI.salivary_intercalated_defense0.61Nonsignificant1.000.90Other81161
40EPI.skin_hair_follicle_companion0.60Nonsignificant—0.62Other812
41PC.IgA_muocsal0.58Nonsignificant2.83e-041.69Other1831
42EPI.colonic_enteroendocrine0.50Nonsignificant—0.44Other11
43PERI.pericyte0.48Nonsignificant——Other1170
44MAC.microglia_like0.48Nonsignificant1.000.86Other124179
45MAC.proliferating0.47Nonsignificant1.000.65Other87253
46EPI.ileal_bile_transport0.47Nonsignificant1.000.95Other6193
47EPI.bile_duct_cholangiocyte0.42Nonsignificant1.000.84Other3760
48EPI.renal_immature_ureteric_bud0.41Nonsignificant1.000.82Other217569
49B.germinal_center0.40Nonsignificant0.011.46Other233655
50EPI.gastric_foveolar0.39Nonsignificant—0.62Other00
51EPI.renal_principal_cell0.38Nonsignificant1.000.83Other207403
52EPI.esophageal_suprabasal0.35Nonsignificant1.000.82Other158404
53EC.capillary0.34Nonsignificant1.000.70Other5141,635
54ILC2.innate_lymphoid_cell_20.34Nonsignificant——Other20
55MAC.resident_repair0.30Nonsignificant9.36e-041.35Other7961,426
56FIB.suburothelial0.30Nonsignificant1.000.66Other122432
57PC.IgG_systemic0.28Nonsignificant0.211.16Other4160
58EPI.extrahepatic_cholangiocyte0.28Nonsignificant—0.12Other3771
59EC.venous0.26Nonsignificant1.000.61Other5161,387
60THYMO.thymocyte0.26Nonsignificant——Other163495
61FIB.interstitial0.24Nonsignificant1.000.34Other288940
62MAC.resident_iron0.22Nonsignificant1.000.31Other1621
63ASPC.adipose_stem_and_progenitor_cell0.20Nonsignificant——Other324930
64EPI.renal_thick_ascending_limb0.19Nonsignificant1.000.78Other4531,153
65HEP.pericentral_lipoprotein0.18Nonsignificant—0.00Other00
66HPC.haematopoietic_progenitor_cell0.17Nonsignificant——Other211370
67NEU.EXC_SYT20.16Nonsignificant—1.08Other4077
68FIB.perivascular_interface0.14Nonsignificant1.000.54Other00
69MONO.CD140.13Nonsignificant6.12e-051.09Other2,2944,139
70NEU.EXC_CT0.13Nonsignificant0.981.05Other362384
71EPI.colonocyte0.12Nonsignificant1.000.78Other294815
72NEU.EXC_IT0.11Nonsignificant0.021.25Other411192
73EPI.hepatic_ductular_cholangiocyte0.10Nonsignificant1.000.68Other83243
74EPI.ileal_enterocyte_absorptive0.09Nonsignificant1.000.78Other118338
75FIB.skin_neurosecretory0.09Nonsignificant—0.00Other00
76FIB.barrier_purinergic0.09Nonsignificant—0.00Other13
77MUSC.muscle_stem_cell0.09Nonsignificant——Other418
78EPI.intrahepatic_cholangiocyte_defense0.09Nonsignificant—0.00Other813
79EPI.lung_multiciliated0.08Nonsignificant1.000.86Other1649
80EPI.pancreatic_ductal_perivascular0.08Nonsignificant1.000.70Other430
81MG.microglia0.07Nonsignificant——Other490
82EPI.pancreatic_ductal_bicarbonate0.06Nonsignificant1.000.65Other131548
83DC.cDC10.06Nonsignificant1.000.41Other55112
84FIB.reticular0.05Nonsignificant1.000.38Other1987
85NEU.EXC_NTNG10.05Nonsignificant—0.40Other00
86ADIPO.adipocyte0.05Nonsignificant——Other2062
87GRANU.MAST0.05Nonsignificant1.000.00Other56
88NK.natural_killer_cell0.04Nonsignificant——Other1,2042,045
89EPI.tracheal_submucosal_gland0.04Nonsignificant—0.04Other00
90T.CD8_transitional0.04Nonsignificant3.28e-041.20Other497932
91EPI.alveolar_type_10.04Nonsignificant1.000.68Other26101
92EPI.thymic_medullary0.04Nonsignificant1.000.56Other26133
93IPSC.induced_pluripotent_stem_cell0.03Nonsignificant——Other00
94T.CD8_naive0.03Nonsignificant0.831.00Other317708
95PLAT.platelet0.03Nonsignificant—0.00Other3853
96T.CD4_Tfh0.03Nonsignificant0.561.09Other4745
97B.naive0.03Nonsignificant0.021.13Other307595
98EPI.renal_proximal_tubule0.03Nonsignificant1.000.61Other525806
99NEU.INH_PVALB0.03Nonsignificant1.000.62Other193183
100EPI.skin_hair_follicle_bulge0.02Nonsignificant1.000.54Other51178
101T.CD4_Trm0.02Nonsignificant0.561.06Other176363
102ASTRO.astrocyte0.02Nonsignificant——Other2281,111
103T.CD4_naive0.02Nonsignificant0.830.99Other399866
104EPI.skin_follicular_keratinizing0.02Nonsignificant1.000.47Other3081
105T.CD8_Trm0.02Nonsignificant0.401.11Other211346
106MONO.CD160.02Nonsignificant1.000.93Other1,3041,835
107EPI.renal_intercalated_cell_type_B0.02Nonsignificant—0.00Other67
108OPC.oligodendrocyte_precursor_cell0.02Nonsignificant——Other4131,269
109T.CD4_Th20.02Nonsignificant—0.98Other12
110B.age_associated0.02Nonsignificant1.000.78Other207350
111EPI.salivary_myoepithelial0.02Nonsignificant1.000.95Other191714
112EPI.skin_interfollicular_spinous0.02Nonsignificant1.000.40Other260563
113T.CD4_transitional0.02Nonsignificant0.831.02Other48110
114T.CD4_Tem0.02Nonsignificant0.401.14Other365697
115FIB.lung_alveolar0.01Nonsignificant—0.00Other615
116EPI.pancreatic_ductal_progenitor0.01Nonsignificant1.000.40Other234873
117B.memory0.01Nonsignificant1.000.69Other442882
118FIB.tracheal_subepithelial0.01Nonsignificant—0.00Other00
119EPI.intrahepatic_cholangiocyte_transport0.01Nonsignificant—0.00Other1242
120MEL.melanocyte0.01Nonsignificant——Other79242
121T.CD4_Treg9.73e-03Nonsignificant1.000.83Other244511
122EC.lymphatic9.37e-03Nonsignificant1.000.43Other630998
123GRNLSA.granulosa_cell8.91e-03Nonsignificant——Other2570
124EPI.esophageal_basal8.51e-03Nonsignificant1.000.36Other410
125T.CD4_Th178.47e-03Nonsignificant0.561.08Other421794
126CHOND.chondrocyte8.26e-03Nonsignificant——Other519730
127T.MAIT8.23e-03Nonsignificant1.000.79Other469855
128EPI.skin_appendage_keratinocyte6.93e-03Nonsignificant1.000.50Other87222
129T.CD8_Tcm6.89e-03Nonsignificant0.830.99Other460926
130EPI.salivary_mucous_acinar6.60e-03Nonsignificant1.000.29Other6391,189
131T.CD8_Tem6.19e-03Nonsignificant0.221.11Other1,0831,857
132T.CD4_Tcm6.11e-03Nonsignificant1.000.94Other494988
133FIB.transitioning5.95e-03Nonsignificant1.000.20Other172497
134FIB.skin_tenogenic5.93e-03Nonsignificant—0.00Other108227
135FIB.barrier_secretory5.82e-03Nonsignificant1.000.28Other81228
136FIB.skin_sheath4.84e-03Nonsignificant1.000.14Other49118
137EPI.salivary_serous_acinar4.78e-03Nonsignificant1.000.24Other233531
138NEU.INH_VIP3.87e-03Nonsignificant1.000.18Other241366
139EPI.lung_club_secretory3.07e-03Nonsignificant1.000.26Other514
140SCHWN.schwann_cell1.54e-03Nonsignificant——Other733
141T.gamma_delta1.47e-03Nonsignificant1.000.69Other5881,078
142FIB.neurolectin_mucosa1.31e-03Nonsignificant1.000.05Other133394
143EPI.cervical_suprabasal1.06e-03Nonsignificant—0.00Other1450
144NEU.INH_LAMP59.75e-04Nonsignificant1.000.11Other263532
145EPI.tracheal_basal9.62e-04Nonsignificant1.000.09Other3981,120
146EPI.tracheal_suprabasal8.48e-04Nonsignificant1.000.22Other2956
147EPI.skin_sweat_duct_keratinocyte6.91e-04Nonsignificant1.000.16Other146301
148EPI.ileal_goblet4.95e-04Nonsignificant1.000.06Other181432
149T.CD4_cytotoxic1.95e-04Nonsignificant1.000.31Other8551,493
150FIB.skin_papillary1.61e-04Nonsignificant—0.00Other00
151EPI.thymic_cortical1.51e-04Nonsignificant1.000.31Other442824
152DC.pDC2.40e-05Nonsignificant1.000.00Other4961,028

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1CM.mechano_activated85.75Significant0.032.04—205134
2CM.anti_inflammatory82.72Significant0.091.60Specific4241,503
3CM.mito_proteostasis79.25Significant0.221.36—32929
4CM.sarcomere_actin_interface78.30Significant0.221.37—45078
5CM.oxidative_phospho76.41Significant0.800.99Relevant266792
6CM.translation_boost_RPL72.84Significant1.000.71—1291
7CM.translation_boost_RPS72.31Significant1.000.67—6916
8CM.osmoprotection71.98Significant0.121.71Relevant3457
9CM.baseline69.73Significant1.000.41—3930
10EC.liver_sinusoidal.remodeling_lipotoxicity21.75Significant—1.12—9058
11EC.liver_sinusoidal.inflammatory20.15Significant—0.80—223154
12CM.inflammatory20.12Significant—0.00—00
13EPI.pancreatic_islet.beta19.44Significant0.071.61—4257
14EC.heart_remodeling.perivascular16.17Significant6.13e-042.26Specific124408
15EC.heart_remodeling.remodeling_stalk15.84Significant0.012.00Specific33111
16EPI.renal_distal_tubule.ciliated_remodelling15.36Significant—1.64Relevant00
17EC.liver_sinusoidal.hypoxia_metabolic14.52Significant0.811.10—183107
18MESO.baseline13.96Significant0.391.14Relevant06
19EC.liver_sinusoidal.stress13.16Significant—0.11—413158
20EC.heart_remodeling.capillary_metabolic12.90Significant0.221.53Relevant54414
21EC.heart_remodeling.activated_acute12.02Significant0.701.04Relevant102186
22MESO.secretory_structural11.32Significant—0.47Relevant00
23OLG.myelinating_stress11.24Significant0.021.86—23262
24OLG.myelinating_mature10.86Significant0.021.66—36394
25OLG.vesicle_trafficking10.36Significant0.251.45—12410
26HEP.acute_phase.complement_antiviral9.74Significant3.93e-031.90Specific377751
27FIB.adventitial.mechano_chemo_sensing9.73Significant0.421.34Relevant135524
28EPI.pancreatic_islet.alpha9.52Significant—0.00—152330
29OLG.stress9.48Significant0.621.11—2328
30OLG.regulatory_activated9.45Significant0.820.92Relevant196614
31FIB.adventitial.mito_secretory9.38Significant0.661.18—217
32HEP.acute_phase.inflammatory9.06Significant3.93e-031.86Specific382649
33OLG.regulatory9.06Significant1.000.32—35373
34FIB.adventitial.baseline8.84Significant0.720.92Relevant157278
35EC.heart_remodeling.angiocrine8.75Significant1.000.33Relevant182525
36EC.heart_remodeling.remodeling_secretory8.67Significant1.000.00Relevant6051,341
37EC.liver_sinusoidal.prostanoid8.66Significant—0.00Relevant1164
38FIB.adventitial.complement_angiocrine8.54Significant0.421.32Relevant153684
39EC.heart_remodeling.translation_boost8.05Significant—0.00—00
40MESO.antiviral8.02Significant—0.16—38
41MESO.activated_migratory7.13Significant—0.00Other00
42HEP.canalicular_transport.ductular_like_transition7.09Significant2.23e-032.06Specific40087
43FIB.adventitial.inflammatory_activated6.63Significant0.710.99Other100473
44FIB.adventitial.PI16_matrix6.61Significant0.661.08Relevant7090
45FIB.adventitial.adhesion_lipid6.17Significant0.930.60Relevant58209
46HEP.acute_phase.proliferative5.95Significant—0.25Relevant46
47HEP.canalicular_transport.injury_stress5.84Significant4.34e-031.91Specific28924
48OLG.reactive_repair5.80Significant1.000.06—385385
49HEP.canalicular_transport.pericentral_like_hypoxia5.77Significant0.541.17Relevant3268
50EC.liver_sinusoidal.secretory_lipoprotein5.70Significant0.990.11—12070
51EPI.endocervical_secretory.secretory_translocon5.63Significant—0.67Relevant00
52HEP.canalicular_transport.baseline5.55Significant0.810.96Relevant199477
53HEP.periportal_metabolic.urea_onecarbon_secretory5.21Nominal1.85e-062.08Other1,3323,053
54CM.contractile_oxphos5.01Nominal1.000.00Other619
55EC.arterial.arteriole_gas_exchange4.72Nominal0.061.26Other238131
56HEP.acute_phase.baseline4.69Nominal1.000.89Other94619
57HEP.canalicular_transport.inflammatory4.40Nominal1.000.40Other1,335194
58EC.venous.cardiac_structural4.36Nominal0.231.23Other102229
59HEP.acute_phase.hypoxia_lipid4.19Nominal—0.00Other00
60EPI.pancreatic_islet.delta4.14Nominal—0.00Other00
61MAC.alveolar.scavenging_endocytic4.12Nominal—1.28Other140283
62EPI.skin_sebaceous_duct_luminal.detox_repair4.09Nominal0.501.39Other13794
63HEP.periportal_metabolic.xenobiotic_detox4.03Nominal8.09e-031.66Other1,440139
64EPI.pancreatic_acinar.inflammatory_regenerative4.00Nominal0.022.01Other25113
65FIB.hepatic_stellate_cell.inflammatory3.93Nominal—0.32Other00
66FIB.hepatic_stellate_cell.contractile3.88Nominal—0.00Other00
67EPI.skin_sebaceous_duct_luminal.ECM_remodelling3.77Nominal0.570.90Other29
68HEP.periportal_metabolic.acute_phase_barrier3.70Nominal0.950.72Other533138
69EC.arterial.arteriole_interface3.63Nominal0.751.11Other3112
70MESO.activated_stress3.61Nominal—0.00Other00
71HEP.acute_phase.complement_metabolic3.56Nominal1.000.32Other1,4233,464
72HEP.periportal_metabolic.inflammatory_activated3.54Nominal0.950.94Other7121,610
73EPI.pancreatic_acinar.baseline3.54Nominal0.021.86Other274163
74EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro3.48Nominal—0.09Other00
75FIB.hepatic_stellate_cell.fibrogenic3.48Nominal—0.00Other00
76HEP.acute_phase.stress_secretory3.46Nominal1.000.39Other263
77HEP.canalicular_transport.sterol_lipid_biosynthesis3.44Nominal—0.00Other1020
78HEP.canalicular_transport.secretory_ERAD_UPR3.42Nominal1.000.07Other23228
79EC.arterial.mito_contact3.27Nominal0.751.09Other145
80EPI.pancreatic_acinar.adhesion_remodeling3.27Nominal0.221.48Other210784
81FIB.adventitial.activated_remodelling3.20Nominal—0.00Other141319
82EC.arterial.ion_pump3.19Nominal1.000.85Other32
83EPI.renal_distal_tubule.stress3.07Nominal—0.33Other00
84EC.arterial.angiogenic_tip3.03Nominal—0.00Other3037
85EPI.renal_intercalated_cell_type_A.PC_transitional3.00Nonsignificant—0.66Other203407
86ASPC.mesothelial_like2.99Nonsignificant0.201.45Other143486
87HEP.periportal_metabolic.stress_checkpoint2.93Nonsignificant0.950.70Other234786
88EPI.pancreatic_acinar.quiet_dedifferentiation2.90Nonsignificant0.640.98Other142171
89EC.arterial.inflammatory2.89Nonsignificant1.000.99Other6350
90MAC.alveolar.biosynthetic_sterol_heme2.88Nonsignificant0.681.13Other34740
91HEP.periportal_metabolic.canonical_urea_cycle2.80Nonsignificant0.950.67Other1,464269
92EPI.ileal_enterocyte_crypt.baseline2.72Nonsignificant0.181.34Other116
93MAC.kupffer.monocyte_like2.44Nonsignificant—0.80Other00
94HEP.periportal_metabolic.apolipoprotein_secretory2.36Nonsignificant0.950.71Other43110
95EPI.pancreatic_acinar.metabolic_onecarbon2.35Nonsignificant0.940.51Other287328
96EPI.ileal_enterocyte_crypt.proliferative_S2.31Nonsignificant0.241.24Other42
97EPI.skin_keratinocyte_proliferating.detox_repair2.29Nonsignificant—1.13Other00
98EC.arterial.homeostatic2.22Nonsignificant1.000.85Other243
99MONO.CD14.cord_tolerance2.17Nonsignificant0.361.10Other864753
100MAC.kupffer.inflammatory2.13Nonsignificant—0.64Other74
101MAC.kupffer.tolerogenic2.09Nonsignificant—0.58Other4549
102SKM.type_1_slow.glycolytic2.06Nonsignificant1.88e-042.68Other362647
103MAC.alveolar.capillary_interacting2.05Nonsignificant0.621.34Other113181
104EPI.pancreatic_acinar.stress2.05Nonsignificant0.640.97Other2828
105EPI.renal_distal_tubule.immune_modulatory2.02Nonsignificant—0.53Other00
106EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit2.02Nonsignificant—0.98Other00
107SKM.type_2_fast.oxidative_IIa1.92Nonsignificant7.16e-072.92Other94656
108EPI.ileal_enterocyte_crypt.bile_transport1.90Nonsignificant0.690.89Other20
109EPI.ileal_enterocyte_crypt.proliferative_G2M1.84Nonsignificant—0.00Other1954
110MAC.alveolar.lipid_autophagy1.80Nonsignificant—0.00Other3544
111EPI.skin_keratinocyte_basal.spinous_transition1.79Nonsignificant—0.97Other00
112SMC.contractile1.71Nonsignificant0.071.28Other80588
113EPI.skin_sebaceous_duct_luminal.immune_interface1.68Nonsignificant—0.00Other00
114EPI.skin_keratinocyte_progenitor.activated_stress1.63Nonsignificant—0.38Other00
115MAC.alveolar.stress_metabolic1.59Nonsignificant0.900.84Other116148
116MAC.resident_cardiac.inflammatory_reparative1.58Nonsignificant0.281.50Other3196
117SKM.type_1_slow.contractile1.55Nonsignificant0.830.61Other5968
118EPI.skin_keratinocyte_basal.transit_amplifying1.53Nonsignificant—0.00Other00
119SKM.type_1_slow.oxidative1.53Nonsignificant0.830.59Other802251
120DC.cDC2.monocyte_like1.52Nonsignificant0.021.55Other1,285791
121ASPC.signal_integrator1.51Nonsignificant—0.52Other00
122EPI.colonic_tuft.homeostatic1.47Nonsignificant—0.73Other00
123MAC.resident_cardiac.phagocytic_homeostasis1.46Nonsignificant0.601.03Other5641,221
124EPI.ectocervical_granular.inflammatory1.44Nonsignificant—1.15Other00
125EPI.pancreatic_ductal_mucinous.mucin_rich_barrier1.41Nonsignificant0.680.76Other4491,034
126EPI.skin_hair_follicle_companion.gap_junction_contractile1.40Nonsignificant—0.97Other00
127MAC.kupffer.stress1.36Nonsignificant0.820.65Other93
128EC.arterial.metabolic1.36Nonsignificant1.000.88Other195159
129SKM.type_2_fast.glycolytic_IIx_IIb1.35Nonsignificant1.000.00Other5651,482
130MAC.alveolar.inflammatory1.35Nonsignificant0.900.64Other208312
131MAC.resident_cardiac.antigen_presenting1.35Nonsignificant0.600.90Other5227
132EPI.renal_principal_cell.intercalated_like1.32Nonsignificant7.69e-031.61Other6366
133MAC.kupffer.fibrogenic1.21Nonsignificant—0.00Other00
134EPI.alveolar_type_2.injury_primed1.17Nonsignificant2.52e-052.25Other434245
135EPI.pancreatic_ductal_mucinous.proliferative_gastric_like1.14Nonsignificant—0.00Other00
136EPI.ileal_enterocyte_crypt.villus_transition1.12Nonsignificant—0.00Other710
137EPI.colonic_enteroendocrine.Lcell_peptide1.09Nonsignificant—0.97Other00
138DC.cDC2.tolerogenic_regulatory1.05Nonsignificant0.331.29Other444
139DC.cDC2.migratory1.01Nonsignificant0.521.15Other18539
140EPI.ectocervical_granular.immune_interact0.93Nonsignificant—0.32Other00
141DC.mig.baseline0.93Nonsignificant—0.00Other10
142GRANU.neutrophil.tissue_patrolling0.92Nonsignificant—0.52Other00
143ILC2.quiescent0.90Nonsignificant—0.35Other00
144MAC.LAM.antimicrobial0.90Nonsignificant0.431.24Other38993
145GRANU.neutrophil.primed_degranulation0.88Nonsignificant—0.00Other00
146EC.capillary.inflammatory0.88Nonsignificant0.101.15Other2751
147EPI.ectocervical_granular.proliferative_basal0.87Nonsignificant—0.00Other00
148MAC.MDM.APC_dendritic0.87Nonsignificant0.341.20Other4815
149PERI.cardiac_skeletal0.85Nonsignificant6.03e-111.73Other313630
150EPI.salivary_duct_ion_transport.baseline0.85Nonsignificant——Other00
151DC.cDC2.pro_inflammatory0.84Nonsignificant0.690.93Other35
152MAC.LAM.inflammatory_APC0.79Nonsignificant0.091.36Other872165
153EPI.salivary_intercalated_defense.inflammatory0.78Nonsignificant0.751.06Other152360
154MAC.microglia_like.inflammatory_chemokine0.77Nonsignificant—0.52Other2032
155HEP.periportal_metabolic.stress_chaperone0.76Nonsignificant—0.00Other66128
156EPI.colonic_tuft.activated0.76Nonsignificant—0.00Other00
157EPI.bile_duct_cholangiocyte.inflammatory_APC0.73Nonsignificant—0.76Other20
158EPI.salivary_duct_excretory.baseline0.72Nonsignificant0.641.11Other2357
159MAC.resident_repair.lipid_phagocytic0.71Nonsignificant0.681.18Other228604
160EPI.hepatic_ductular_cholangiocyte.acute_phase_complement0.71Nonsignificant—1.59Other00
161MAC.proliferating.stress0.71Nonsignificant—0.15Other87136
162MAC.MDM.complement_resolving0.70Nonsignificant0.021.53Other440860
163DC.cDC2.proliferative0.70Nonsignificant—0.12Other3971
164PC.IgG_systemic.secretory0.69Nonsignificant7.71e-031.45Other00
165EPI.salivary_duct_excretory.stress0.68Nonsignificant0.640.79Other3368
166EPI.alveolar_type_2.stress_response0.67Nonsignificant0.980.88Other6751,562
167EPI.pancreatic_ductal_mucinous.remodeling_channel_rich0.65Nonsignificant—0.00Other00
168MAC.kupffer.metabolic0.65Nonsignificant—0.00Other2536
169PC.IgA_muocsal.migratory0.64Nonsignificant0.471.07Other41
170PC.IgA_muocsal.baseline0.64Nonsignificant0.401.16Other35
171GRANU.neutrophil.antiviral_endotoxin0.63Nonsignificant—0.00Other00
172DC.cDC2.antiviral0.63Nonsignificant0.531.08Other10037
173EPI.renal_intercalated_cell_type_A.acid_secretion0.62Nonsignificant0.960.40Other126
174B.germinal_center.LZ_survival0.62Nonsignificant—0.79Other00
175SMC.metabolic0.59Nonsignificant0.990.66Other1440
176EC.arterial.elastic0.58Nonsignificant1.000.62Other2245
177EPI.lung_multiciliated.mature_motile_cilia0.58Nonsignificant—1.53Other00
178MAC.resident_repair.chemokine_angiocrine0.57Nonsignificant0.231.15Other87138
179EPI.colonocyte.proximal_transport0.57Nonsignificant0.421.20Other2412
180B.germinal_center.LZ_memory_precursor0.57Nonsignificant—0.37Other00
181FIB.interstitial.remodeling0.56Nonsignificant0.191.21Other319
182B.germinal_center.LZ_selection0.55Nonsignificant—0.73Other00
183EPI.ileal_bile_transport.detox_transcytosis0.55Nonsignificant—0.20Other01
184EPI.renal_immature_ureteric_bud.osmoprotective0.54Nonsignificant0.021.32Other12644
185MAC.MDM.LAM_like0.53Nonsignificant0.691.01Other1214
186EPI.esophageal_suprabasal.differentiating_keratin0.52Nonsignificant2.52e-041.68Other13161
187NK.immature_bridge0.52Nonsignificant0.451.06Other117122
188PC.IgA_muocsal.plasmablast0.52Nonsignificant0.401.31Other54
189HPC.GMP_granulocytic0.52Nonsignificant—0.20Other33
190THYMO.proliferative_G2M0.51Nonsignificant—1.01Other164413
191EPI.salivary_intercalated_defense.canonical_antimicrobial0.50Nonsignificant0.750.78Other1122
192EC.capillary.stress0.49Nonsignificant0.651.00Other4436
193PC.IgA_muocsal.activated0.48Nonsignificant0.810.83Other178
194MAC.LAM.lipid_opsonization0.47Nonsignificant1.000.59Other4514
195MAC.MDM.inflammatory_phagocytic0.47Nonsignificant0.760.86Other19952
196EPI.renal_thick_ascending_limb.barrier_repair0.46Nonsignificant0.731.15Other141284
197SMC.activated0.44Nonsignificant0.990.76Other25
198EPI.ileal_bile_transport.absorptive_xenobiotic0.44Nonsignificant0.720.59Other1112
199THYMO.SP_CD4_naive0.43Nonsignificant0.031.55Other6575
200MAC.microglia_like.phagocytic_redox0.43Nonsignificant—0.17Other00
201THYMO.DP_early0.42Nonsignificant3.67e-041.62Other326313
202EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.42Nonsignificant—0.00Other00
203EPI.ileal_enterocyte_crypt.secretory_precursor0.41Nonsignificant—0.00Other00
204EPI.alveolar_type_2.baseline_surfactant0.40Nonsignificant1.000.06Other649
205EPI.gastric_foveolar.baseline0.39Nonsignificant—0.00Other00
206FIB.suburothelial.urothelial_interface0.38Nonsignificant2.34e-042.82Other98
207MAC.LAM.anti_inflammatory0.38Nonsignificant1.000.64Other86132
208MAC.proliferating.DNA_replication0.36Nonsignificant0.830.73Other36
209ASPC.baseline0.34Nonsignificant9.02e-031.22Other363170
210EPI.ectocervical_granular.secretory_apocrine0.34Nonsignificant—0.00Other00
211EC.capillary.activated0.34Nonsignificant0.651.07Other25
212HPC.GMP_inflammatory0.34Nonsignificant0.361.26Other2010
213EPI.extrahepatic_cholangiocyte.barrier_interface0.33Nonsignificant—0.00Other00
214FIB.interstitial.immune_interact0.33Nonsignificant0.950.97Other121
215PERI.angiocrine0.32Nonsignificant1.000.69Other93102
216EPI.skin_hair_follicle_companion.bulge_anchor_signaling0.32Nonsignificant—0.00Other00
217MAC.LAM.perivascular_angiocrine0.31Nonsignificant—0.00Other53138
218EPI.skin_keratinocyte_progenitor.quiescent_stem_like0.31Nonsignificant—0.00Other00
219FIB.suburothelial.contractile_myofibroblast0.29Nonsignificant—0.00Other90
220NK.cytokine_lung_immediate_early0.29Nonsignificant1.001.04Other424274
221MAC.LAM.lipid_phagocytosis0.28Nonsignificant1.000.18Other369328
222DC.cDC2.adhesion_signaling0.28Nonsignificant1.000.42Other359
223MAC.resident_iron.APC_iron_sensing0.28Nonsignificant0.741.00Other211114
224DC.cDC1.baseline0.27Nonsignificant—1.53Other00
225T.CD8_naive.mito_proteostasis0.27Nonsignificant0.031.62Other428100
226EC.capillary.angiocrine0.27Nonsignificant0.651.01Other250630
227FIB.suburothelial.inflammatory_prostanoid0.27Nonsignificant—0.00Other00
228EPI.renal_thick_ascending_limb.remodeling0.25Nonsignificant0.731.03Other15292
229EC.capillary.baseline0.25Nonsignificant0.950.95Other246560
230MAC.resident_iron.heme_catabolism0.24Nonsignificant0.741.11Other3051
231EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump0.24Nonsignificant0.501.24Other40191
232EPI.extrahepatic_cholangiocyte.mucin_secretory0.23Nonsignificant—0.00Other00
233FIB.perivascular_interface.vascular_BM_remodelling0.23Nonsignificant—0.86Other00
234NEU.EXC_CT.projector0.22Nonsignificant0.111.35Other8726
235FIB.suburothelial.homeostasis_matrix0.21Nonsignificant1.000.00Other258921
236THYMO.SP_CD8_naive0.21Nonsignificant1.000.81Other297177
237EPI.endocervical_secretory.squamous_barrier0.21Nonsignificant—0.00Other00
238NEU.EXC_SYT2.synaptic0.21Nonsignificant—0.48Other00
239EPI.salivary_myoepithelial.contractile_repair0.21Nonsignificant—1.42Other39
240NEU.EXC_IT.structural0.20Nonsignificant0.621.16Other17141
241ASPC.inflammatory0.20Nonsignificant0.631.19Other2161
242THYMO.SP_CD8_naive_stress0.20Nonsignificant1.000.80Other11
243HEP.pericentral_lipoprotein.ApoB_coagulation0.20Nonsignificant—0.67Other00
244EPI.salivary_intercalated_defense.basal_EMT0.20Nonsignificant—0.00Other00
245MAC.resident_repair.stress_iron0.19Nonsignificant0.681.13Other4897
246ASPC.remodeling0.19Nonsignificant1.000.95Other106354
247EPI.renal_thick_ascending_limb.cation_flux0.18Nonsignificant0.731.04Other5795
248MAC.resident_iron.stress_tolerogenic0.18Nonsignificant—0.17Other00
249EC.venous.remodeling_stalk0.18Nonsignificant0.981.04Other559566
250THYMO.SP_CD8_transitional0.18Nonsignificant1.000.73Other3275
251EC.capillary.migratory0.18Nonsignificant0.651.02Other181509
252FIB.interstitial.stress_secretory0.18Nonsignificant0.191.33Other9256
253EPI.ileal_enterocyte_absorptive.villus_tip0.17Nonsignificant1.23e-041.75Other43
254EPI.renal_principal_cell.inflammatory0.17Nonsignificant0.940.84Other74157
255EPI.skin_keratinocyte_proliferating.early_spinous_transition0.17Nonsignificant—0.00Other135290
256EC.venous.baseline0.17Nonsignificant0.980.94Other346807
257EPI.renal_principal_cell.canonical_vasopressin0.17Nonsignificant0.941.03Other20
258B.germinal_center.DZ_S_phase0.16Nonsignificant—0.00Other00
259FIB.barrier_purinergic.lipid_secretory0.16Nonsignificant—0.48Other00
260EC.lymphatic.valve0.16Nonsignificant—2.18Other00
261DC.cDC2.lipid_metabolic0.16Nonsignificant—0.00Other00
262ADIPO.immature0.16Nonsignificant—1.05Other2440
263FIB.perivascular_interface.vasomotor_tone0.16Nonsignificant—0.00Other00
264HEP.pericentral_lipoprotein.UPR_redox0.15Nonsignificant—0.00Other00
265PERI.baseline0.15Nonsignificant1.000.44Other3966
266ASPC.secretory0.15Nonsignificant1.000.95Other765
267MUSC.baseline0.15Nonsignificant0.431.21Other00
268PERI.inflammatory0.15Nonsignificant1.000.48Other4077
269MAC.resident_iron.redox_metabolic0.14Nonsignificant0.800.75Other44
270NEU.EXC_IT.guidance0.14Nonsignificant0.541.23Other27463
271B.germinal_center.DZ_M_phase0.13Nonsignificant—0.00Other00
272HPC.MEP0.13Nonsignificant0.800.98Other5991,195
273EC.venous.quiescent_homeostatic0.12Nonsignificant0.980.96Other456360
274NK.cytokine_tissue_activation0.12Nonsignificant1.001.05Other267450
275MONO.CD16.hepatic_mac_like0.12Nonsignificant0.331.12Other803117
276GRNLSA.angiocrine_mechanosensory0.12Nonsignificant—2.33Other00
277MAC.resident_repair.antigen_presenting0.11Nonsignificant0.890.96Other244113
278FIB.reticular.stromal_niche0.11Nonsignificant0.111.31Other00
279NEU.EXC_IT.neuromodulated0.11Nonsignificant0.790.84Other176116
280MG.baseline0.11Nonsignificant0.111.40Other165
281EPI.intrahepatic_cholangiocyte_defense.raft_maturation0.11Nonsignificant—0.00Other00
282MUSC.activated_migratory0.11Nonsignificant0.431.29Other67
283NEU.EXC_CT.remodeling0.11Nonsignificant—0.38Other231
284MONO.CD14.baseline0.10Nonsignificant1.000.98Other2,26876
285MONO.CD14.inflammatory0.10Nonsignificant1.001.06Other92134
286ASPC.adipocyte_capillary_interface0.10Nonsignificant1.000.73Other2154
287EPI.pancreatic_ductal_perivascular.protective_antioxidant0.10Nonsignificant—0.35Other1169
288EPI.colonocyte.secretory_boost0.10Nonsignificant1.001.00Other9891
289ASTRO.synaptic_interaction0.10Nonsignificant0.591.08Other76334
290EPI.renal_principal_cell.injury_repair0.09Nonsignificant0.940.52Other269
291B.naive.baseline0.09Nonsignificant0.241.32Other1013
292EPI.bile_duct_cholangiocyte.secretory_mucin0.09Nonsignificant—0.00Other712
293FIB.skin_neurosecretory.baseline0.09Nonsignificant—0.00Other00
294IPSC.proliferative0.09Nonsignificant8.25e-031.07Other00
295NEU.EXC_IT.adhesion0.09Nonsignificant0.790.89Other252108
296THYMO.CD8aa_IELp0.09Nonsignificant—0.00Other17
297GRANU.MAST.resting_granule0.09Nonsignificant—0.95Other00
298EC.capillary.postcap_venule0.09Nonsignificant0.651.01Other355261
299T.CD8_transitional.effector_primed0.09Nonsignificant0.211.06Other435151
300MEL.neurotrophic_migratory0.09Nonsignificant—1.65Other00
301ASTRO.hypoxia_angiogenic0.08Nonsignificant0.591.23Other518
302NEU.EXC_SYT2.nuclear_reg0.08Nonsignificant—0.00Other00
303MONO.CD14.APC_like0.08Nonsignificant1.000.97Other1,6862,493
304T.CD8_Trm.dendritic_recruiter0.07Nonsignificant0.551.11Other4785
305PC.IgG_systemic.interacting0.07Nonsignificant0.960.58Other00
306EC.capillary.angiogenic_tip0.07Nonsignificant0.960.81Other186218
307PC.IgG_systemic.stress0.07Nonsignificant—0.00Other15
308EPI.skin_keratinocyte_basal.basement_anchoring0.07Nonsignificant—0.00Other00
309EPI.pancreatic_ductal_perivascular.baseline0.07Nonsignificant0.620.76Other15
310EPI.pancreatic_ductal_bicarbonate.barrier_mucin0.07Nonsignificant0.191.29Other219533
311EPI.tracheal_submucosal_gland.acinar_serous0.07Nonsignificant—0.73Other00
312EPI.intrahepatic_cholangiocyte_defense.secretory_barrier0.07Nonsignificant—0.00Other00
313MAC.resident_iron.heme_recycling0.07Nonsignificant—0.00Other3037
314NEU.INH_PVALB.chandelier0.07Nonsignificant0.361.32Other1916
315EPI.skin_hair_follicle_companion.activated_migratory0.06Nonsignificant—0.00Other00
316ASPC.niche_keeping_progenitor0.06Nonsignificant1.000.67Other52219
317EPI.thymic_medullary.hormone_xeno_barrier0.06Nonsignificant—0.95Other08
318EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion0.06Nonsignificant—0.73Other53
319NEU.EXC_NTNG1.synaptic0.06Nonsignificant—0.67Other00
320HPC.MPP_IEG0.06Nonsignificant0.801.05Other4546
321MONO.CD14.platelet_bound0.06Nonsignificant1.000.98Other964176
322MAC.resident_repair.ECM_stromal_crosstalk0.06Nonsignificant0.980.69Other95158
323ASPC.proliferative0.06Nonsignificant1.000.65Other3385
324T.CD4_naive.neddylation_mitoprot0.06Nonsignificant0.401.29Other9356
325EPI.skin_interfollicular_spinous.inflammatory0.06Nonsignificant—0.91Other00
326IPSC.mesendo_primed0.06Nonsignificant1.86e-041.11Other00
327EPI.renal_principal_cell.activated_acute0.06Nonsignificant0.940.47Other2959
328PC.IgG_systemic.metabolic0.06Nonsignificant0.960.44Other4663
329FIB.interstitial.mesenchymal_regulator0.06Nonsignificant0.950.71Other44
330FIB.perivascular_interface.lipid_shuttle0.06Nonsignificant—0.00Other51170
331HPC.LMPP0.06Nonsignificant0.920.69Other6531
332EPI.pancreatic_ductal_bicarbonate.baseline0.05Nonsignificant0.931.00Other1142
333ASPC.preadipocyte_lipid_primed0.05Nonsignificant1.000.54Other331129
334FIB.interstitial.mesenchymal_APC0.05Nonsignificant0.950.88Other8133
335B.naive.metabolic0.05Nonsignificant0.761.12Other5079
336THYMO.DP_early_stress0.05Nonsignificant—0.00Other00
337FIB.interstitial.lipid_matrix0.05Nonsignificant0.950.77Other258191
338T.CD4_Tfh.suppression_exhaustion0.05Nonsignificant0.671.13Other02
339EPI.esophageal_suprabasal.proliferative_S0.05Nonsignificant—0.00Other2641
340EPI.skin_appendage_keratinocyte.sebaceous_apocrine0.05Nonsignificant—1.39Other3982
341T.CD8_transitional.APC_like0.05Nonsignificant0.211.06Other20562
342T.CD8_Trm.inflammatory0.05Nonsignificant0.151.17Other124176
343EPI.esophageal_suprabasal.proliferative_exit0.05Nonsignificant—0.00Other00
344NEU.INH_PVALB.metabotropic0.05Nonsignificant—0.63Other00
345T.CD4_Trm.baseline0.05Nonsignificant0.741.10Other3121
346T.CD8_transitional.Trm_primed0.04Nonsignificant0.691.01Other10815
347T.CD4_Tfh.canonical_GC_helper0.04Nonsignificant0.811.00Other12
348MONO.CD16.platelet_bound0.04Nonsignificant0.331.24Other372508
349MUSC.quiescent_reservoir0.04Nonsignificant0.890.65Other28
350MUSC.early_activation0.04Nonsignificant0.890.62Other432
351T.CD4_Tfh.effector_migratory0.04Nonsignificant0.121.25Other12257
352EPI.esophageal_suprabasal.proliferative_G2M0.04Nonsignificant—0.00Other00
353EPI.skin_keratinocyte_proliferating.anchor_remodel0.04Nonsignificant—0.00Other00
354T.CD4_Treg.tissue_effector0.04Nonsignificant0.141.45Other1613
355NEU.EXC_NTNG1.nuclear_reg0.04Nonsignificant—0.00Other00
356EPI.thymic_medullary.stress_APC0.04Nonsignificant0.761.13Other24
357T.CD4_transitional.primed_helper_effector0.04Nonsignificant0.241.21Other1943
358EPI.pancreatic_ductal_progenitor.ADM_like0.04Nonsignificant—1.55Other00
359EPI.skin_follicular_keratinizing.root_infundibulum0.04Nonsignificant—0.49Other00
360EPI.renal_proximal_tubule.onecarbon_peroxisome0.04Nonsignificant6.18e-032.09Other5889
361NEU.EXC_IT.transitional0.04Nonsignificant0.790.83Other237142
362EPI.hepatic_ductular_cholangiocyte.stress0.04Nonsignificant—0.58Other00
363EPI.alveolar_type_1.baseline0.04Nonsignificant0.111.76Other80
364B.naive.receptor_recycle0.04Nonsignificant0.761.03Other510
365EPI.skin_interfollicular_spinous.stress_oxidative0.04Nonsignificant—0.79Other00
366PLAT.adhesion0.04Nonsignificant—0.48Other00
367T.CD4_Trm.central_like0.04Nonsignificant0.031.23Other3831
368NEU.EXC_IT.callosal0.04Nonsignificant0.790.97Other286119
369EPI.skin_interfollicular_spinous.proliferative0.04Nonsignificant—1.01Other00
370EPI.renal_distal_tubule.repair0.04Nonsignificant—0.00Other34102
371MONO.CD14.repair_M2_like0.04Nonsignificant1.000.88Other5501,495
372OPC.homeostatic0.03Nonsignificant0.071.36Other394160
373MG.phagocytic_APC0.03Nonsignificant0.950.39Other258
374B.memory.migratory0.03Nonsignificant0.541.16Other123208
375T.CD4_naive.homeostatic0.03Nonsignificant0.401.19Other215108
376IPSC.canonical_pluripotent0.03Nonsignificant0.251.04Other00
377THYMO.proliferative_S0.03Nonsignificant1.000.03Other163418
378IPSC.endoderm_primed0.03Nonsignificant1.000.99Other00
379CHOND.remodeling0.03Nonsignificant—1.11Other50
380GRANU.MAST.activated_acute0.03Nonsignificant—0.00Other00
381IPSC.mesodermal_primed0.03Nonsignificant1.000.93Other00
382GRNLSA.chemokine_mechanosensory0.03Nonsignificant0.681.31Other10
383T.CD4_naive.proteostasis_mitoprot0.03Nonsignificant0.401.22Other1537
384EPI.renal_immature_ureteric_bud.defense_secretory0.03Nonsignificant1.000.12Other4576
385EPI.skin_hair_follicle_bulge.quiescent0.03Nonsignificant0.291.20Other5669
386T.CD8_naive.baseline0.03Nonsignificant0.881.13Other1422
387B.naive.proteostasis0.03Nonsignificant0.761.05Other4969
388FIB.lung_alveolar.stress_interacting0.03Nonsignificant—0.97Other00
389GRANU.MAST.activated_repair0.03Nonsignificant—0.00Other01
390EPI.colonocyte.crypt_progenitor0.03Nonsignificant1.000.81Other115265
391B.naive.purinergic0.03Nonsignificant0.760.93Other384820
392HPC.CLP_B_primed0.03Nonsignificant—0.07Other00
393EPI.pancreatic_ductal_bicarbonate.repair_actin_junction0.03Nonsignificant—0.00Other00
394EPI.alveolar_type_1.activated0.03Nonsignificant—0.00Other00
395T.CD4_Tcm.DC_interact0.03Nonsignificant0.381.22Other7232
396NEU.INH_VIP.enkephalinergic0.03Nonsignificant—1.68Other00
397EPI.skin_hair_follicle_bulge.niche_crosstalk0.03Nonsignificant—0.00Other2988
398EPI.renal_distal_tubule.ion_transport0.02Nonsignificant—0.00Other00
399EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate0.02Nonsignificant—0.00Other00
400PLAT.megakaryocytic0.02Nonsignificant—0.00Other00
401T.CD4_naive.survival_mitoprot0.02Nonsignificant0.401.22Other137
402MG.expanding0.02Nonsignificant0.950.39Other21
403T.CD8_Tcm.effector_bias0.02Nonsignificant0.521.26Other199329
404EPI.skin_interfollicular_spinous.transition_basal0.02Nonsignificant0.741.18Other100127
405EPI.renal_proximal_tubule.detox_antioxidant0.02Nonsignificant1.000.00Other39477
406T.CD4_naive.proteostasis0.02Nonsignificant0.711.06Other149
407DC.cDC1.activated0.02Nonsignificant—0.52Other00
408B.age_associated.migratory0.02Nonsignificant0.241.26Other22
409EPI.hepatic_ductular_cholangiocyte.barrier_chemokine0.02Nonsignificant—0.00Other69
410ASPC.activated0.02Nonsignificant1.000.42Other164162
411ILC2.migratory0.02Nonsignificant—0.00Other00
412EC.venous.activated0.02Nonsignificant0.980.84Other247752
413EPI.thymic_medullary.canonical_alarmin0.02Nonsignificant0.970.24Other817
414EPI.tracheal_submucosal_gland.ductal_luminal0.02Nonsignificant—0.00Other00
415B.naive.antigen_presenting_ready0.02Nonsignificant0.760.91Other4873
416T.CD4_transitional.APC_interacting0.02Nonsignificant0.670.99Other1014
417T.CD8_naive.cytokine_dampened0.02Nonsignificant0.900.81Other714
418B.naive.remodeling0.02Nonsignificant0.760.88Other135230
419B.naive.restrained0.02Nonsignificant0.091.27Other183353
420EPI.pancreatic_ductal_progenitor.ciliated_transport0.02Nonsignificant—0.70Other105368
421IPSC.axial_identity_primed0.02Nonsignificant1.000.96Other00
422T.MAIT.migratory0.02Nonsignificant0.021.55Other101
423HPC.MPP_activated0.02Nonsignificant—0.00Other00
424T.CD8_Tem.early_helper_like0.02Nonsignificant0.551.13Other445755
425T.CD4_naive.survival0.02Nonsignificant0.711.05Other1217
426T.CD4_naive.gut_prone0.02Nonsignificant0.711.07Other3570
427T.CD8_naive.nfkb_related0.02Nonsignificant0.880.97Other10
428T.CD4_Tem.inflammatory0.02Nonsignificant0.761.03Other286
429T.CD8_transitional.stress0.02Nonsignificant—0.86Other2434
430T.CD4_Th2.precursor0.02Nonsignificant—0.00Other00
431EPI.renal_intercalated_cell_type_B.baseline0.02Nonsignificant—0.00Other31
432B.naive.activated0.02Nonsignificant0.760.90Other77127
433EPI.lung_multiciliated.baseline0.02Nonsignificant—0.51Other07
434EPI.thymic_medullary.proliferative_APC0.02Nonsignificant—0.00Other00
435EPI.pancreatic_ductal_bicarbonate.inflammatory0.02Nonsignificant0.930.82Other1432
436EPI.renal_thick_ascending_limb.canonical_salt_transporter0.02Nonsignificant1.000.29Other322317
437T.CD4_naive.survival_neddylation0.02Nonsignificant0.711.06Other2638
438T.CD4_transitional.primed_cytotoxic0.02Nonsignificant0.671.09Other2830
439T.CD8_naive.innate_like0.02Nonsignificant0.881.06Other101
440T.CD4_Th17.migratory0.02Nonsignificant0.101.20Other1323
441NEU.INH_PVALB.fastspike0.02Nonsignificant—0.00Other2422
442EPI.skin_follicular_keratinizing.upper_infundibulum0.02Nonsignificant—0.14Other82
443T.CD4_Th2.tissue_adapted0.02Nonsignificant—0.00Other00
444MAC.microglia_like.patrolling_adhesive0.02Nonsignificant—0.00Other00
445DC.cDC1.cross_presenting0.02Nonsignificant—0.17Other00
446T.CD4_Trm.activated0.02Nonsignificant0.841.07Other3226
447T.CD4_naive.mature0.02Nonsignificant0.770.95Other211100
448EPI.esophageal_suprabasal.basal_transitional0.02Nonsignificant1.000.00Other4467
449CHOND.articular_collagen0.02Nonsignificant0.141.16Other551266
450NEU.EXC_CT.Ca2_signaling0.02Nonsignificant—0.00Other6817
451EPI.ileal_enterocyte_absorptive.brush_border0.02Nonsignificant1.000.00Other5801,717
452T.CD8_naive.lipid_synthesis0.02Nonsignificant0.881.04Other64
453FIB.reticular.stress_metallothionein0.02Nonsignificant—0.00Other332
454T.CD8_naive.vesicle_secretory0.02Nonsignificant0.880.91Other420
455EPI.skin_follicular_keratinizing.transit_amplifying0.02Nonsignificant—0.00Other2149
456FIB.transitioning.motility_remodelling0.02Nonsignificant—0.92Other00
457T.CD4_Tem.long_term_memory0.02Nonsignificant0.761.05Other314587
458EPI.renal_thick_ascending_limb.salt_sensing0.01Nonsignificant1.000.47Other73103
459B.age_associated.activated0.01Nonsignificant—0.00Other1822
460T.CD8_naive.effector_transition0.01Nonsignificant0.880.88Other3562
461B.age_associated.naive_transitional0.01Nonsignificant—0.00Other00
462EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo0.01Nonsignificant—0.00Other00
463NEU.INH_PVALB.neuromodulatory0.01Nonsignificant—0.00Other00
464T.CD4_naive.mature_mitoprot0.01Nonsignificant0.810.90Other212476
465T.CD4_Tem.cytotoxic_effector0.01Nonsignificant0.830.95Other225398
466MONO.CD14.remodeling0.01Nonsignificant1.000.94Other2,373295
467FIB.skin_sheath.neuro_vascular_interface0.01Nonsignificant—1.03Other00
468T.CD4_Tem.transitional_CM0.01Nonsignificant0.830.92Other3120
469T.CD4_Tcm.tissue_homing0.01Nonsignificant0.691.18Other7846
470EC.venous.adipose_lipid0.01Nonsignificant0.980.76Other254476
471MEL.dedifferentiated_migratory0.01Nonsignificant—0.37Other00
472T.CD4_naive.resist_bystander0.01Nonsignificant0.770.93Other4025
473CHOND.angiogenic0.01Nonsignificant—0.92Other00
474T.CD8_Tem.baseline0.01Nonsignificant0.551.10Other458356
475T.CD4_naive.neddylation0.01Nonsignificant0.810.86Other104222
476ILC2.activated0.01Nonsignificant—6.94e-17Other00
477T.CD4_Trm.helper_like0.01Nonsignificant0.840.96Other84147
478FIB.tracheal_subepithelial.baseline0.01Nonsignificant—0.00Other00
479THYMO.DN_preTCR0.01Nonsignificant1.000.02Other4171
480T.CD4_Trm.cytotoxic_effector0.01Nonsignificant0.841.02Other11877
481EPI.esophageal_basal.activated_progenitor0.01Nonsignificant0.081.54Other10
482NEU.INH_VIP.LAMP5_hybrid0.01Nonsignificant—1.04Other19
483T.MAIT.early_activation0.01Nonsignificant0.601.22Other574
484T.CD4_transitional.tissue_enagement0.01Nonsignificant0.671.06Other511
485EPI.skin_interfollicular_spinous.early_differentiation0.01Nonsignificant0.741.04Other8919
486B.memory.activated0.01Nonsignificant0.851.02Other10529
487NEU.INH_VIP.cannabinoid0.01Nonsignificant—0.60Other00
488OPC.proliferative_immune_interact0.01Nonsignificant0.970.70Other180373
489EPI.pancreatic_ductal_progenitor.baseline9.95e-03Nonsignificant0.980.35Other179702
490EPI.colonic_enteroendocrine.progenitor9.73e-03Nonsignificant—0.00Other00
491T.CD4_Tcm.effector_like9.40e-03Nonsignificant0.791.09Other293533
492NK.adaptive_classII_inhibitory9.18e-03Nonsignificant1.001.00Other880154
493NK.cytokine_repair_primed9.17e-03Nonsignificant1.001.05Other26611
494T.CD8_Trm.muscosal_Tc179.16e-03Nonsignificant1.000.86Other1938
495T.CD4_naive.purinergic8.95e-03Nonsignificant0.770.93Other491
496T.CD4_Tcm.imprinted_splicing8.80e-03Nonsignificant0.791.12Other617
497NK.cytokine_tissue_resident8.69e-03Nonsignificant1.000.98Other7482
498NEU.INH_VIP.serotonergic8.60e-03Nonsignificant—0.56Other92
499EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling8.56e-03Nonsignificant—0.32Other00
500OPC.premyelinating8.53e-03Nonsignificant0.970.57Other18512
501NEU.EXC_CT.Ca2_sensor8.23e-03Nonsignificant—0.00Other00
502B.memory.baseline8.22e-03Nonsignificant0.850.93Other47299
503EPI.intrahepatic_cholangiocyte_transport.mucin_secretory8.07e-03Nonsignificant—0.00Other00
504T.CD8_Trm.homeostatic7.92e-03Nonsignificant1.000.77Other425
505NEU.INH_PVALB.serotonergic7.81e-03Nonsignificant—0.00Other00
506EPI.hepatic_ductular_cholangiocyte.polarity7.72e-03Nonsignificant—0.00Other00
507MEL.secretory_quiescent7.71e-03Nonsignificant0.990.88Other1913
508T.CD4_Tcm.crosstalk_myeloid7.71e-03Nonsignificant0.791.17Other54
509EPI.lung_multiciliated.stress7.59e-03Nonsignificant—0.00Other67165
510FIB.barrier_secretory.homeostasis7.56e-03Nonsignificant—0.00Other00
511EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic7.48e-03Nonsignificant—0.00Other00
512FIB.transitioning.matrix_stress7.45e-03Nonsignificant—0.00Other47138
513T.CD8_Tcm.NK_like7.34e-03Nonsignificant0.581.22Other334581
514T.CD8_naive.splicing_enriched7.33e-03Nonsignificant0.990.58Other12016
515T.CD4_Treg.APC_interactive7.16e-03Nonsignificant0.741.03Other11828
516EPI.salivary_serous_acinar.seromucous_like7.15e-03Nonsignificant—0.48Other00
517B.memory.pDC_imprint7.09e-03Nonsignificant0.850.93Other157103
518T.CD8_transitional.early7.04e-03Nonsignificant1.000.80Other32755
519T.CD4_Th17.baseline6.94e-03Nonsignificant0.711.02Other515
520T.CD4_Tfh.precursor_migratory6.82e-03Nonsignificant0.980.64Other7227
521ASTRO.neuromodulatory6.70e-03Nonsignificant0.980.94Other34172
522EPI.salivary_mucous_acinar.baseline6.60e-03Nonsignificant——Other394683
523T.MAIT.vesicle6.57e-03Nonsignificant0.980.84Other3765
524ADIPO.thermogenic6.55e-03Nonsignificant—0.14Other00
525EPI.lung_club_secretory.canonical_surfactant6.34e-03Nonsignificant—0.75Other74104
526GRNLSA.lipid_hypoxia6.32e-03Nonsignificant0.861.02Other280
527IPSC.stress6.26e-03Nonsignificant0.691.05Other00
528EPI.skin_interfollicular_spinous.baseline5.98e-03Nonsignificant0.920.59Other353
529T.CD4_transitional.baseline5.98e-03Nonsignificant0.670.97Other5997
530GRNLSA.EMT_insulin_signaling5.98e-03Nonsignificant0.860.96Other4784
531T.CD4_naive.Treg_like5.98e-03Nonsignificant0.770.90Other12172
532FIB.lung_alveolar.mito_secretory5.95e-03Nonsignificant—0.00Other00
533FIB.skin_tenogenic.baseline5.93e-03Nonsignificant—0.00Other02
534EPI.pancreatic_ductal_bicarbonate.activated5.91e-03Nonsignificant0.950.56Other107
535FIB.reticular.ECM_builder5.83e-03Nonsignificant—0.00Other00
536EC.lymphatic.baseline5.82e-03Nonsignificant0.831.15Other3872
537EPI.colonocyte.distal_absorptive5.60e-03Nonsignificant—0.04Other00
538FIB.reticular.immune_interface5.25e-03Nonsignificant—0.00Other16
539T.CD8_Tcm.baseline5.22e-03Nonsignificant0.641.06Other9089
540B.memory.preactivated5.20e-03Nonsignificant0.850.82Other173174
541T.MAIT.MAPK_brake5.11e-03Nonsignificant0.980.70Other4466
542GRNLSA.cholesterol_mevalonate5.08e-03Nonsignificant0.861.00Other94
543EPI.salivary_serous_acinar.secretory_active4.95e-03Nonsignificant0.851.04Other24269
544IPSC.neural_primed4.93e-03Nonsignificant1.000.85Other00
545T.CD4_Tcm.migratory_cilium4.91e-03Nonsignificant0.881.04Other510
546T.MAIT.quiescent4.89e-03Nonsignificant0.980.54Other1005
547EPI.pancreatic_ductal_bicarbonate.junctional_remodel4.83e-03Nonsignificant—0.00Other49237
548T.CD4_naive.activated_stress4.39e-03Nonsignificant0.401.36Other339429
549NEU.INH_PVALB.nuclear_reg4.26e-03Nonsignificant1.000.00Other2512
550ASPC.stem_like_progenitor4.25e-03Nonsignificant1.000.20Other300842
551MEL.stress_glucocorticoid4.23e-03Nonsignificant0.990.81Other1134
552EPI.skin_interfollicular_spinous.stress_UPR3.94e-03Nonsignificant—0.00Other00
553T.CD4_Tcm.APC_mimicry3.94e-03Nonsignificant0.881.04Other5443
554T.MAIT.cytotoxic3.93e-03Nonsignificant0.980.68Other5215
555EC.lymphatic.scavenger3.86e-03Nonsignificant0.830.65Other203257
556EPI.skin_interfollicular_spinous.upper_lipid3.65e-03Nonsignificant—0.00Other66
557EPI.skin_appendage_keratinocyte.transit_amplifying3.50e-03Nonsignificant—0.00Other109358
558EPI.salivary_myoepithelial.junctional_transport3.46e-03Nonsignificant1.001.10Other66121
559EPI.ileal_goblet.immature3.45e-03Nonsignificant—1.13Other00
560EC.lymphatic.activated3.42e-03Nonsignificant0.830.77Other4773
561FIB.barrier_secretory.remodeling3.41e-03Nonsignificant—0.00Other00
562SCHWN.translation_boost3.40e-03Nonsignificant—0.27Other81
563T.CD4_Tcm.Tfh_like3.29e-03Nonsignificant0.910.97Other102214
564IPSC.neuroendocrine_primed3.21e-03Nonsignificant—0.80Other00
565T.CD4_Th17.cytotoxic3.12e-03Nonsignificant0.750.93Other332123
566DC.cDC1.proliferative3.12e-03Nonsignificant—0.00Other00
567EC.lymphatic.tip_migratory3.09e-03Nonsignificant0.830.71Other2337
568T.CD4_Treg.Tr1_like2.94e-03Nonsignificant—0.00Other88
569FIB.transitioning.secretory_procollagen2.92e-03Nonsignificant—0.00Other00
570CHOND.activated_fibro_like2.90e-03Nonsignificant1.000.73Other531188
571ASTRO.stress_mito2.82e-03Nonsignificant0.961.07Other47110
572EPI.skin_sweat_duct_keratinocyte.proliferative_G2M2.82e-03Nonsignificant—1.24Other00
573T.CD4_Tcm.Th2_like2.50e-03Nonsignificant0.691.24Other2355
574ADIPO.hypoxia_remodelling2.45e-03Nonsignificant—0.00Other29105
575FIB.neurolectin_mucosa.nerve_interface2.40e-03Nonsignificant—0.75Other40
576NK.adaptive_HLAE_tuned2.33e-03Nonsignificant1.000.98Other1,124189
577EPI.skin_hair_follicle_bulge.anagen_growth2.28e-03Nonsignificant—0.00Other00
578ASTRO.homeostatic2.25e-03Nonsignificant0.961.03Other200431
579FIB.neurolectin_mucosa.remodeling_repair2.24e-03Nonsignificant—0.15Other42
580NEU.INH_VIP.canonical_disinhibitory2.22e-03Nonsignificant0.261.24Other5938
581EPI.salivary_serous_acinar.quiescent2.11e-03Nonsignificant0.860.78Other178493
582EPI.lung_club_secretory.ciliogenesis_primed2.11e-03Nonsignificant—0.37Other00
583NEU.INH_VIP.nuclear_reg2.09e-03Nonsignificant—0.30Other204
584T.CD8_Trm.cytotoxic2.08e-03Nonsignificant1.000.45Other16585
585EPI.hepatic_ductular_cholangiocyte.secretory_transport2.06e-03Nonsignificant—0.00Other00
586EPI.colonocyte.ionocyte_BEST42.02e-03Nonsignificant1.000.68Other103188
587NEU.INH_VIP.regulatory_remodeling2.02e-03Nonsignificant—0.16Other61
588EPI.esophageal_basal.junctional_barrier1.95e-03Nonsignificant—0.00Other00
589GRNLSA.p53_damage1.94e-03Nonsignificant—0.12Other1310
590T.gamma_delta.early_effector1.89e-03Nonsignificant0.431.09Other890
591FIB.skin_sheath.stress_chaperone1.81e-03Nonsignificant—0.00Other00
592NEU.INH_LAMP5.rosehip1.81e-03Nonsignificant—0.46Other00
593T.CD4_Trm.stress_adaptive1.80e-03Nonsignificant0.910.86Other822
594T.gamma_delta.cytotoxic_effector1.77e-03Nonsignificant0.741.02Other349109
595T.CD4_Tcm.stress1.76e-03Nonsignificant0.881.05Other511
596NK.adaptive_immature_precursor1.75e-03Nonsignificant1.000.84Other358111
597T.CD4_Tcm.baseline1.74e-03Nonsignificant0.910.92Other6131
598EPI.tracheal_basal.activated_stress1.68e-03Nonsignificant0.041.44Other320
599GRNLSA.proliferative_migratory1.61e-03Nonsignificant0.880.85Other248292
600DC.cDC1.homeostatic_inhibitory1.58e-03Nonsignificant—0.00Other00
601EPI.salivary_myoepithelial.baseline1.35e-03Nonsignificant1.000.73Other42141
602NK.adaptive_axis_baseline1.33e-03Nonsignificant1.000.85Other1,008153
603EPI.cervical_suprabasal.inflammatory_repair1.23e-03Nonsignificant—0.00Other00
604T.CD8_Tem.signaling_turnover1.22e-03Nonsignificant0.930.99Other425683
605T.CD4_Tcm.regulatory_poised1.15e-03Nonsignificant0.910.92Other23
606GRNLSA.secretory_remodeling1.15e-03Nonsignificant0.890.69Other9025
607FIB.transitioning.ISG_primed_interface1.13e-03Nonsignificant—0.00Other1780
608NEU.INH_LAMP5.exc_inh_balance1.13e-03Nonsignificant—0.09Other462
609EPI.hepatic_ductular_cholangiocyte.ion_transport1.13e-03Nonsignificant—0.00Other00
610MONO.CD16.baseline1.09e-03Nonsignificant1.000.89Other501
611EPI.skin_appendage_keratinocyte.ductal_barrier_detox1.04e-03Nonsignificant0.970.69Other3334
612T.CD4_Treg.central_naive_like1.01e-03Nonsignificant1.000.10Other33345
613EPI.tracheal_suprabasal.transitional_wound1.01e-03Nonsignificant—0.25Other161
614MEL.mature_oxidative_traffic1.01e-03Nonsignificant0.990.36Other247285
615SCHWN.reactive_inflammatory9.90e-04Nonsignificant—0.33Other00
616GRNLSA.stress_metabolic9.80e-04Nonsignificant—0.00Other12
617T.CD4_Tcm.synapse_dynamics9.50e-04Nonsignificant0.910.89Other1510
618T.CD4_Trm.metal_stress9.18e-04Nonsignificant0.920.73Other3458
619IPSC.midbrain_primed9.16e-04Nonsignificant1.000.78Other00
620EPI.cervical_suprabasal.secretory_vesicle8.85e-04Nonsignificant—0.00Other00
621NEU.INH_VIP.matrix8.44e-04Nonsignificant—0.00Other2477
622NK.adaptive_terminal_cytotoxic8.40e-04Nonsignificant1.000.83Other485802
623ASTRO.stress_acute8.33e-04Nonsignificant0.980.85Other6056
624T.CD8_Tem.stress_adapted8.12e-04Nonsignificant0.930.88Other607520
625T.gamma_delta.central_memory7.58e-04Nonsignificant0.740.96Other460919
626SCHWN.axon_contact_cardiac7.40e-04Nonsignificant0.850.67Other1863
627EPI.skin_sweat_duct_keratinocyte.repair7.08e-04Nonsignificant—0.60Other00
628FIB.neurolectin_mucosa.axon_responsive6.99e-04Nonsignificant0.970.83Other1010
629ASTRO.A1_reactive6.41e-04Nonsignificant0.980.89Other433394
630MONO.CD16.inflammatory6.29e-04Nonsignificant1.000.84Other1,640168
631T.CD8_Tcm.helper_like6.24e-04Nonsignificant1.000.54Other81159
632EPI.tracheal_suprabasal.secretory_immune6.19e-04Nonsignificant—0.00Other00
633FIB.skin_sheath.ECM_immune6.10e-04Nonsignificant—0.00Other00
634NK.cytokine_axis_baseline6.06e-04Nonsignificant1.000.87Other1,172116
635EPI.skin_sweat_duct_keratinocyte.signal_gate5.98e-04Nonsignificant—0.00Other4326
636EPI.thymic_cortical.secretory_remodeling5.63e-04Nonsignificant—0.58Other41
637EPI.colonocyte.goblet_interface5.51e-04Nonsignificant—0.00Other1121
638NK.cytokine_quiescent5.36e-04Nonsignificant1.000.88Other6231,062
639T.CD8_Tem.TEMRA5.27e-04Nonsignificant0.930.84Other9201,088
640T.CD8_Tem.motility_primed5.23e-04Nonsignificant0.930.98Other2694
641T.CD4_cytotoxic.NK_adapted5.00e-04Nonsignificant0.421.21Other8233
642FIB.barrier_purinergic.stress_GF_binding4.92e-04Nonsignificant—0.00Other00
643EPI.tracheal_basal.homeostatic_progenitor4.88e-04Nonsignificant0.990.40Other28574
644NK.adaptive_adipose_stress4.86e-04Nonsignificant1.000.86Other37439
645NK.cytokine_biosynthetic_primed4.56e-04Nonsignificant1.000.93Other36021
646NEU.INH_LAMP5.projecting4.51e-04Nonsignificant—0.00Other00
647CHOND.pro_inflammatory4.36e-04Nonsignificant1.000.31Other181351
648EPI.skin_sweat_duct_keratinocyte.barrier4.19e-04Nonsignificant—0.10Other00
649EPI.lung_club_secretory.inflammatory4.08e-04Nonsignificant—0.00Other00
650NEU.INH_VIP.develop_niche3.93e-04Nonsignificant—0.00Other00
651NEU.INH_LAMP5.glial_interface3.77e-04Nonsignificant—0.00Other00
652T.CD4_Tcm.secretory3.73e-04Nonsignificant1.000.71Other2011
653EPI.salivary_myoepithelial.activated3.70e-04Nonsignificant1.000.13Other85281
654EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal3.59e-04Nonsignificant—0.09Other00
655EPI.lung_club_secretory.ciliogenesis_axoneme3.51e-04Nonsignificant—0.00Other00
656IPSC.mesenchymal_primed3.47e-04Nonsignificant1.000.76Other00
657EPI.skin_appendage_keratinocyte.ductal_immune_interacting3.09e-04Nonsignificant0.970.41Other716
658T.CD4_Tcm.RNA_control3.00e-04Nonsignificant1.000.51Other964
659NK.cytokine_vascular_patrolling2.66e-04Nonsignificant1.000.87Other86394
660T.MAIT.stress2.65e-04Nonsignificant—0.00Other00
661EPI.ileal_goblet.baseline2.57e-04Nonsignificant0.870.96Other162
662MONO.CD16.patrolling2.56e-04Nonsignificant1.000.64Other797216
663EPI.colonocyte.junction_remodeling2.56e-04Nonsignificant1.000.19Other218305
664FIB.neurolectin_mucosa.inflammatory2.27e-04Nonsignificant0.970.30Other52110
665NEU.INH_VIP.excitatory_coupled1.84e-04Nonsignificant—0.00Other130
666T.CD4_cytotoxic.precursor1.68e-04Nonsignificant0.451.20Other15667
667ADIPO.inflammatory1.62e-04Nonsignificant—0.00Other00
668FIB.skin_papillary.baseline1.61e-04Nonsignificant—0.00Other00
669T.CD8_Tcm.gut_homing1.56e-04Nonsignificant1.000.33Other380112
670NK.adaptive_biosynthetic_primed1.55e-04Nonsignificant1.000.81Other244405
671NEU.INH_VIP.opioid1.43e-04Nonsignificant—0.00Other509
672T.CD4_Tcm.retro_ZNF1171.43e-04Nonsignificant1.000.50Other59
673T.CD4_cytotoxic.terminal_effector1.28e-04Nonsignificant0.641.05Other28621
674EPI.ileal_goblet.inflammatory_mucin9.84e-05Nonsignificant0.870.35Other69
675T.CD4_cytotoxic.activated9.00e-05Nonsignificant0.670.98Other31
676EPI.pancreatic_ductal_bicarbonate.stress8.52e-05Nonsignificant—0.00Other1233
677EPI.ileal_goblet.stress_metallothionein6.82e-05Nonsignificant—0.00Other411
678ASTRO.immature_lipid6.09e-05Nonsignificant0.980.73Other23113
679T.CD4_cytotoxic.baseline5.53e-05Nonsignificant0.670.94Other00
680DC.pDC.immature_metabolic3.96e-05Nonsignificant0.601.09Other78124
681DC.pDC.poised_migratory2.90e-05Nonsignificant0.601.10Other5495
682EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic1.03e-05Nonsignificant—0.00Other00
683ASTRO.A2_reactive6.02e-06Nonsignificant0.980.58Other1037
684DC.pDC.baseline3.89e-06Nonsignificant0.940.67Other88123
685EPI.thymic_cortical.Notch_interface3.46e-06Nonsignificant—0.42Other82137
686IPSC.stromal_primed2.18e-06Nonsignificant1.000.39Other00
687EPI.thymic_cortical.baseline1.44e-06Nonsignificant0.970.18Other185386
688EPI.skin_sweat_duct_keratinocyte.proliferative_S8.76e-07Nonsignificant—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

18 unique genes. Showing 1–18. 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)
FUT102-Medium0.687.14G1C2—EC.liver_sinusoidal (Tier: relevant)28 cells — complete matches131146
FGF2102-Medium0.646.43G1C2———232667
MAMSTR02-Medium0.646.85G1C2—FIB.adventitial.baseline (Tier: relevant)20 cells — complete matches144185
RASIP102-Medium0.636.51G1C2—EC.heart_remodeling (Tier: specific)
EC.liver_sinusoidal (Tier: relevant)
EC.heart_remodeling.angiocrine (Tier: relevant)
EC.heart_remodeling.capillary_metabolic (Tier: relevant)
EC.heart_remodeling.remodeling_secretory (Tier: relevant)
EC.liver_sinusoidal.prostanoid (Tier: relevant)
44 cells — complete matches207259
TNFAIP802-Medium0.616.40G1C2CHOND.pro_inflammatory (L2)HEP.canalicular_transport.ductular_like_transition (Tier: specific)
HEP.canalicular_transport.injury_stress (Tier: specific)
23 cells — complete matches21107
HSD17B402-Medium0.595.33G2C1——EC.venous.remodeling_stalk (L2), EPI.extrahepatic_cholangiocyte.mucin_secretory (L2), EPI.hepatic_ductular_cholangiocyte.acute_phase_complement (L2)44
FUT202-Medium0.587.03G1C2——36 cells — complete matches113124
IZUMO102-Medium0.546.36G2C2——21 cells — complete matches97104
ENSG0000030611902-Medium0.486.79G2C2———93102
FAM170A02-Medium0.453.24G2C1———34
SEC1P.202-Medium0.426.73G2C2———105110
NTN502-Medium0.396.22G2C2——PC.IgG_systemic.interacting (L2)8695
CA1102-Medium0.376.37G2C2—EC.heart_remodeling.remodeling_secretory (Tier: relevant)16 cells — complete matches7376
FAM83E02-Medium0.362.14G2C2——23 cells — complete matches44
ENSG0000022985502-Medium0.341.12G2C1———00
RPL1802-Medium0.332.14G2C2EC.heart_remodeling.translation_boost (L2), EPI.ileal_enterocyte_absorptive.villus_tip (L2), EPI.salivary_serous_acinar.secretory_active (L2)—56 cells — complete matches34
SPHK202-Medium0.332.20G2C2—EC.heart_remodeling (Tier: specific)
EC.heart_remodeling.angiocrine (Tier: relevant)
8 cells — complete matches00
ENSG0000024892702-Medium0.320.96G2C1———32

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.