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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.

FING00000005 · All tissues

Abscess of anal and rectal regions: 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: Anal and rectal disorder

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)
1induced_pluripotent_stem_cell14.21Significant1.11e-431.22Relevant00
2muscle_stem_cell7.91Significant0.191.13Specific727
3adipose_stem_and_progenitor_cell5.33Nominal7.47e-051.07Other327954
4thymocyte4.63Nominal0.131.06Other168512
5chondrocyte4.61Nominal1.000.98Other5481,069
6endothelial_cell4.10Nominal0.021.04Other373974
7epithelial_cell3.67Nominal0.171.02Other2447
8innate_lymphoid_cell_22.34Nonsignificant1.000.99Other38
9fibroblast2.32Nonsignificant1.001.01Other184826
10melanocyte1.97Nonsignificant1.000.96Other97309
11smooth_muscle_cell1.89Nonsignificant1.001.00Other27139
12pericyte1.61Nonsignificant1.000.98Other128517
13haematopoietic_progenitor_cell1.50Nonsignificant1.000.94Other262502
14schwann_cell0.97Nonsignificant1.000.91Other1057
15dendritic_cell0.73Nonsignificant1.000.86Other496724
16mesothelial_cell0.65Nonsignificant1.000.93Other636
17granulocyte0.61Nonsignificant1.000.93Other56
18T_cell0.23Nonsignificant1.000.70Other470959
19natural_killer_cell0.18Nonsignificant1.000.77Other1,2042,052
20microglia0.12Nonsignificant1.000.58Other61129
21macrophage0.11Nonsignificant1.000.62Other8131,732
22plasma_cell0.10Nonsignificant1.000.54Other1724
23B_cell0.07Nonsignificant1.000.48Other356694
24granulosa_cell0.07Nonsignificant1.000.50Other293670
25neuron0.07Nonsignificant1.000.50Other3301,328
26astrocyte0.04Nonsignificant1.000.58Other2561,203
27monocyte0.02Nonsignificant1.000.53Other2,1763,871
28oligodendrocyte_precursor_cell0.01Nonsignificant1.000.33Other4611,454
29cardiomyocyte0.01Nonsignificant1.000.29Other5332,045
30platelet0.01Nonsignificant—0.00Other85104
31skeletal_muscle_cell6.47e-03Nonsignificant1.000.26Other9442,600
32oligodendrocyte5.68e-03Nonsignificant1.000.22Other3851,507
33adipocyte5.58e-03Nonsignificant1.000.45Other33111
34hepatocyte2.74e-03Nonsignificant1.000.68Other1,5153,822

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1EPI.skin_appendage_keratinocyte42.84Significant8.07e-041.32Specific87222
2EPI.thymic_medullary42.72Significant8.07e-041.34Specific26133
3EPI.skin_follicular_keratinizing22.82Significant0.411.23Relevant3081
4IPSC.induced_pluripotent_stem_cell14.21Significant——Relevant00
5EPI.skin_keratinocyte_proliferating12.02Significant0.521.23Relevant4776
6EPI.tracheal_basal11.42Significant0.181.19Relevant3981,120
7EPI.salivary_myoepithelial10.08Significant0.051.20Specific191714
8EPI.colonocyte9.37Significant0.051.15Specific294815
9EPI.skin_hair_follicle_companion9.36Significant—1.11Relevant812
10EPI.skin_hair_follicle_bulge8.48Significant1.001.05Relevant51178
11MUSC.muscle_stem_cell7.91Significant——Relevant418
12EPI.skin_sweat_duct_keratinocyte7.70Significant0.131.23Other146301
13FIB.lung_alveolar6.56Significant—1.39Relevant615
14EC.venous6.37Significant1.61e-031.19Other5161,387
15EC.capillary5.52Significant4.76e-131.39Other5141,635
16EPI.tracheal_suprabasal5.47Nominal1.001.10Other2956
17ASPC.adipose_stem_and_progenitor_cell5.33Nominal——Other324930
18FIB.neurolectin_mucosa5.19Nominal0.621.14Other133394
19FIB.tracheal_subepithelial4.81Nominal—0.79Other00
20FIB.interstitial4.80Nominal3.87e-121.44Other288940
21THYMO.thymocyte4.63Nominal——Other163495
22CHOND.chondrocyte4.61Nominal——Other519730
23EPI.skin_keratinocyte_basal3.62Nominal—0.25Other1326
24FIB.skin_papillary3.58Nominal—0.52Other00
25EPI.renal_immature_ureteric_bud3.52Nominal1.000.91Other217569
26EPI.thymic_cortical3.51Nominal1.001.03Other442824
27FIB.reticular3.46Nominal1.000.92Other1987
28FIB.suburothelial3.41Nominal1.000.99Other122432
29FIB.barrier_purinergic3.39Nominal—0.43Other13
30EPI.skin_sebaceous_duct_luminal3.38Nominal1.000.87Other100249
31EPI.renal_proximal_tubule3.27Nominal1.001.06Other525806
32EPI.colonic_enteroendocrine3.14Nominal—0.50Other11
33FIB.transitioning3.07Nominal1.000.91Other172497
34FIB.skin_sheath2.81Nonsignificant1.000.87Other49118
35EC.heart_remodeling2.78Nonsignificant1.000.76Other5691,594
36DC.mig2.56Nonsignificant—1.48Other89156
37MAC.microglia_like2.46Nonsignificant0.171.39Other124179
38ILC2.innate_lymphoid_cell_22.34Nonsignificant——Other20
39EPI.esophageal_basal2.21Nonsignificant1.000.88Other410
40EPI.skin_keratinocyte_progenitor2.06Nonsignificant—0.58Other03
41FIB.skin_neurosecretory2.04Nonsignificant—0.18Other00
42MEL.melanocyte1.97Nonsignificant——Other79242
43FIB.barrier_secretory1.96Nonsignificant1.000.90Other81228
44FIB.perivascular_interface1.96Nonsignificant1.000.77Other00
45SMC.smooth_muscle_cell1.89Nonsignificant——Other20101
46PERI.pericyte1.61Nonsignificant——Other1170
47FIB.hepatic_stellate_cell1.61Nonsignificant—0.13Other64252
48B.germinal_center1.56Nonsignificant0.011.53Other233655
49HPC.haematopoietic_progenitor_cell1.50Nonsignificant——Other211370
50EPI.pancreatic_ductal_progenitor1.49Nonsignificant1.000.84Other234873
51EPI.pancreatic_acinar1.37Nonsignificant1.000.91Other4291,475
52EPI.lung_club_secretory1.26Nonsignificant1.000.69Other514
53EPI.alveolar_type_11.22Nonsignificant1.000.79Other26101
54EPI.colonic_tuft1.21Nonsignificant—0.38Other724
55EC.arterial1.16Nonsignificant1.000.59Other356885
56EPI.renal_intercalated_cell_type_B0.98Nonsignificant—0.32Other67
57SCHWN.schwann_cell0.97Nonsignificant——Other733
58T.CD8_Trm0.97Nonsignificant4.88e-201.62Other211346
59GRANU.MAST0.96Nonsignificant9.43e-041.73Other56
60FIB.skin_tenogenic0.95Nonsignificant—1.88e-03Other108227
61EPI.renal_thick_ascending_limb0.88Nonsignificant1.000.69Other4531,153
62EPI.skin_interfollicular_spinous0.84Nonsignificant1.000.86Other260563
63DC.cDC20.83Nonsignificant0.541.11Other1,1891,793
64MESO.mesothelial_cell0.65Nonsignificant——Other218
65EPI.renal_intercalated_cell_type_A0.63Nonsignificant1.000.63Other67142
66T.CD4_Trm0.60Nonsignificant7.05e-061.38Other176363
67EC.lymphatic0.58Nonsignificant1.000.48Other630998
68DC.cDC10.58Nonsignificant1.000.92Other55112
69T.CD4_transitional0.52Nonsignificant1.71e-031.38Other48110
70EPI.salivary_serous_acinar0.50Nonsignificant1.000.69Other233531
71EPI.endocervical_secretory0.45Nonsignificant—0.10Other00
72EPI.tracheal_submucosal_gland0.33Nonsignificant—0.04Other00
73EPI.pancreatic_ductal_perivascular0.31Nonsignificant1.000.53Other430
74EPI.renal_principal_cell0.31Nonsignificant1.000.52Other207403
75MAC.proliferating0.29Nonsignificant0.611.18Other87253
76T.CD4_Tfh0.27Nonsignificant0.991.01Other4745
77T.CD4_Tem0.25Nonsignificant0.811.07Other365697
78EPI.ileal_enterocyte_crypt0.25Nonsignificant1.000.65Other67113
79T.CD8_transitional0.23Nonsignificant0.951.02Other497932
80EPI.pancreatic_islet0.23Nonsignificant1.000.65Other52132
81EPI.lung_multiciliated0.23Nonsignificant1.000.55Other1649
82T.CD4_naive0.22Nonsignificant0.871.02Other399866
83PC.IgG_systemic0.20Nonsignificant1.38e-031.50Other4160
84MAC.resident_iron0.18Nonsignificant0.801.05Other1621
85NK.natural_killer_cell0.18Nonsignificant——Other1,2042,045
86EPI.ileal_enterocyte_absorptive0.18Nonsignificant1.000.46Other118338
87EPI.esophageal_suprabasal0.17Nonsignificant1.000.44Other158404
88T.MAIT0.17Nonsignificant1.000.70Other469855
89EPI.salivary_intercalated_defense0.16Nonsignificant1.000.45Other81161
90EPI.ectocervical_granular0.15Nonsignificant—0.00Other1123
91HEP.pericentral_lipoprotein0.14Nonsignificant—2.64Other00
92B.age_associated0.14Nonsignificant0.451.21Other207350
93T.CD8_naive0.14Nonsignificant1.000.66Other317708
94MAC.MDM0.14Nonsignificant0.611.10Other623986
95FIB.adventitial0.14Nonsignificant1.000.00Other2681,447
96MG.microglia0.12Nonsignificant——Other490
97T.gamma_delta0.09Nonsignificant1.000.40Other5881,078
98NEU.INH_LAMP50.09Nonsignificant1.001.05Other263532
99T.CD4_cytotoxic0.09Nonsignificant0.131.24Other8551,493
100T.CD8_Tcm0.09Nonsignificant1.000.55Other460926
101NEU.EXC_IT0.09Nonsignificant1.95e-041.32Other411192
102PC.IgA_muocsal0.09Nonsignificant0.980.66Other1831
103EPI.salivary_duct_ion_transport0.08Nonsignificant1.000.34Other511
104T.CD4_Tcm0.08Nonsignificant1.000.35Other494988
105T.CD4_Th20.08Nonsignificant—0.00Other12
106EPI.alveolar_type_20.07Nonsignificant1.000.33Other8131,853
107T.CD4_Th170.07Nonsignificant1.000.34Other421794
108T.CD4_Treg0.07Nonsignificant1.000.53Other244511
109GRNLSA.granulosa_cell0.07Nonsignificant——Other2570
110MAC.LAM0.07Nonsignificant1.000.94Other9142,064
111MAC.resident_repair0.06Nonsignificant1.000.89Other7961,426
112B.memory0.06Nonsignificant1.000.87Other442882
113NEU.INH_VIP0.05Nonsignificant1.000.87Other241366
114B.naive0.05Nonsignificant1.000.81Other307595
115EC.liver_sinusoidal0.05Nonsignificant1.000.10Other1,0831,925
116MAC.kupffer0.04Nonsignificant0.841.02Other189530
117EPI.gastric_foveolar0.04Nonsignificant—0.00Other00
118EPI.salivary_duct_excretory0.04Nonsignificant1.000.26Other85180
119ASTRO.astrocyte0.04Nonsignificant——Other2281,111
120NEU.INH_PVALB0.03Nonsignificant1.000.65Other193183
121T.CD8_Tem0.03Nonsignificant1.000.90Other1,0831,857
122NEU.EXC_SYT20.02Nonsignificant—0.00Other4077
123EPI.ileal_bile_transport0.02Nonsignificant1.000.27Other6193
124MONO.CD140.02Nonsignificant0.531.02Other2,2944,139
125OPC.oligodendrocyte_precursor_cell0.01Nonsignificant——Other4131,269
126EPI.pancreatic_ductal_bicarbonate0.01Nonsignificant1.000.14Other131548
127MONO.CD160.01Nonsignificant0.710.98Other1,3041,835
128CM.cardiomyocyte0.01Nonsignificant——Other5242,032
129EPI.pancreatic_ductal_mucinous0.01Nonsignificant1.000.15Other219430
130EPI.intrahepatic_cholangiocyte_defense0.01Nonsignificant—0.00Other813
131EPI.cervical_suprabasal0.01Nonsignificant—0.00Other1450
132PLAT.platelet0.01Nonsignificant—0.00Other3853
133EPI.salivary_mucous_acinar9.97e-03Nonsignificant1.000.14Other6391,189
134EPI.renal_distal_tubule9.60e-03Nonsignificant1.000.12Other133361
135EPI.intrahepatic_cholangiocyte_transport9.48e-03Nonsignificant—0.00Other1242
136SKM.type_2_fast7.22e-03Nonsignificant0.371.15Other9722,639
137HEP.periportal_metabolic5.93e-03Nonsignificant0.991.02Other1,7504,427
138OLG.oligodendrocyte5.68e-03Nonsignificant——Other3841,397
139ADIPO.adipocyte5.58e-03Nonsignificant——Other2062
140SKM.type_1_slow5.45e-03Nonsignificant0.780.85Other9232,478
141EPI.hepatic_ductular_cholangiocyte5.07e-03Nonsignificant1.000.06Other83243
142MAC.resident_cardiac4.42e-03Nonsignificant1.000.23Other4851,074
143EPI.extrahepatic_cholangiocyte3.24e-03Nonsignificant—0.00Other3771
144NEU.EXC_CT3.14e-03Nonsignificant1.000.10Other362384
145NEU.EXC_NTNG12.97e-03Nonsignificant—0.00Other00
146EPI.bile_duct_cholangiocyte2.56e-03Nonsignificant1.000.08Other3760
147EPI.ileal_goblet2.52e-03Nonsignificant1.000.06Other181432
148GRANU.neutrophil2.06e-03Nonsignificant1.000.00Other1,2352,649
149DC.pDC1.79e-03Nonsignificant1.000.00Other4961,028
150MAC.alveolar1.13e-04Nonsignificant1.000.15Other1,4323,122
151HEP.canalicular_transport2.13e-05Nonsignificant0.990.89Other1,2903,434
152HEP.acute_phase2.50e-06Nonsignificant0.990.86Other1,4413,641

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1EPI.skin_appendage_keratinocyte.transit_amplifying75.90Significant—0.76Specific109358
2EPI.thymic_medullary.proliferative_APC46.91Significant—0.45—00
3EPI.thymic_medullary.canonical_alarmin43.56Significant0.690.92Relevant817
4EPI.thymic_medullary.hormone_xeno_barrier41.35Significant—0.11Specific08
5EPI.thymic_medullary.stress_APC41.16Significant0.690.74Relevant24
6EPI.skin_appendage_keratinocyte.ductal_barrier_detox39.05Significant0.710.91—3334
7EPI.skin_appendage_keratinocyte.ductal_immune_interacting37.35Significant0.710.72Relevant716
8EPI.skin_appendage_keratinocyte.sebaceous_apocrine27.59Significant—0.00—3982
9EPI.skin_follicular_keratinizing.transit_amplifying24.57Significant—0.23Relevant2149
10EPI.skin_follicular_keratinizing.upper_infundibulum24.06Significant—0.13—82
11EPI.skin_keratinocyte_proliferating.detox_repair23.81Significant—0.92—00
12EPI.skin_sweat_duct_keratinocyte.proliferative_S22.17Significant—1.36Relevant00
13EPI.skin_sweat_duct_keratinocyte.proliferative_G2M21.75Significant—0.96Relevant00
14IPSC.mesenchymal_primed21.65Significant2.14e-112.11—00
15EPI.skin_keratinocyte_proliferating.anchor_remodel20.18Significant—0.40—00
16IPSC.stress18.34Significant0.921.12Relevant00
17EPI.skin_follicular_keratinizing.root_infundibulum17.63Significant—0.00—00
18EPI.skin_hair_follicle_companion.gap_junction_contractile17.10Significant—0.97—00
19IPSC.stromal_primed16.69Significant0.761.17—00
20IPSC.proliferative16.68Significant0.661.19—00
21IPSC.midbrain_primed15.56Significant1.000.89Relevant00
22EPI.salivary_myoepithelial.contractile_repair14.31Significant—0.00Relevant39
23IPSC.neural_primed14.11Significant1.000.74—00
24EC.venous.adipose_lipid13.98Significant0.091.41Relevant254476
25EPI.skin_sebaceous_duct_luminal.immune_interface13.70Significant—1.80Relevant00
26IPSC.mesendo_primed13.50Significant1.000.82—00
27EPI.colonocyte.crypt_progenitor13.39Significant1.08e-031.90Specific115265
28IPSC.axial_identity_primed12.57Significant1.000.73—00
29EPI.skin_hair_follicle_bulge.niche_crosstalk12.57Significant—0.94—2988
30EPI.tracheal_basal.homeostatic_progenitor12.35Significant0.032.22—28574
31ASPC.activated11.20Significant7.27e-091.99Specific164162
32EPI.colonocyte.junction_remodeling11.00Significant1.001.02—218305
33EPI.salivary_myoepithelial.junctional_transport10.91Significant0.841.28Relevant66121
34THYMO.proliferative_G2M10.73Significant—1.86Specific164413
35CHOND.articular_collagen10.47Significant2.19e-051.61Specific551266
36EPI.tracheal_basal.activated_stress10.02Significant0.720.62—320
37EPI.salivary_myoepithelial.activated9.69Significant0.840.91Relevant85281
38EC.capillary.postcap_venule9.54Significant0.041.39Specific355261
39EPI.salivary_myoepithelial.baseline9.06Significant0.890.45Relevant42141
40MUSC.quiescent_reservoir8.97Significant0.082.06—28
41FIB.lung_alveolar.mito_secretory8.55Significant—0.48—00
42EPI.skin_hair_follicle_companion.bulge_anchor_signaling8.18Significant—0.00Relevant00
43EPI.skin_hair_follicle_bulge.quiescent7.88Significant0.920.38—5669
44MUSC.baseline7.82Significant0.780.70—00
45EPI.colonic_enteroendocrine.progenitor7.70Significant—0.97Relevant00
46EPI.skin_keratinocyte_basal.basement_anchoring7.37Significant—0.97Relevant00
47MUSC.activated_migratory7.23Significant0.780.63—67
48MUSC.early_activation7.18Significant0.780.61Relevant432
49THYMO.proliferative_S7.16Significant2.19e-032.16Specific163418
50EC.capillary.migratory7.07Significant0.351.21Relevant181509
51EPI.tracheal_suprabasal.transitional_wound6.99Significant—0.60Relevant161
52EPI.colonocyte.proximal_transport6.93Significant1.000.46—2412
53EC.venous.quiescent_homeostatic6.75Significant0.141.30Other456360
54FIB.interstitial.mesenchymal_APC6.73Significant2.01e-031.87Specific8133
55EC.venous.activated6.50Significant1.000.81Other247752
56FIB.neurolectin_mucosa.inflammatory6.43Significant0.131.72Relevant52110
57EC.capillary.stress6.39Significant0.671.02Other4436
58ASPC.preadipocyte_lipid_primed6.35Significant4.21e-031.40Specific331129
59ASPC.baseline6.19Significant0.301.16Specific363170
60EC.venous.baseline6.13Significant0.761.04Other346807
61EC.capillary.angiocrine6.01Significant0.670.99Other250630
62FIB.barrier_purinergic.stress_GF_binding5.78Significant—0.97Relevant00
63THYMO.SP_CD4_naive5.77Significant0.141.56Relevant6575
64EPI.colonocyte.goblet_interface5.76Significant—0.00Other1121
65FIB.neurolectin_mucosa.nerve_interface5.66Significant—0.26Relevant40
66IPSC.mesodermal_primed5.59Significant1.000.24Other00
67FIB.interstitial.mesenchymal_regulator5.54Significant0.791.07Other44
68EPI.skin_sweat_duct_keratinocyte.signal_gate5.40Nominal—0.28Other4326
69THYMO.DP_early5.31Nominal4.93e-031.80Other326313
70EC.heart_remodeling.remodeling_secretory5.30Nominal0.021.58Other6051,341
71EC.capillary.baseline5.26Nominal0.671.00Other246560
72EPI.thymic_cortical.secretory_remodeling5.24Nominal—0.27Other41
73THYMO.DP_early_stress5.13Nominal—0.50Other00
74FIB.neurolectin_mucosa.axon_responsive4.95Nominal0.720.72Other1010
75EPI.colonocyte.secretory_boost4.92Nominal1.000.17Other9891
76FIB.interstitial.immune_interact4.81Nominal0.791.05Other121
77FIB.tracheal_subepithelial.baseline4.81Nominal—0.00Other00
78FIB.suburothelial.homeostasis_matrix4.67Nominal0.022.25Other258921
79MAC.microglia_like.inflammatory_chemokine4.64Nominal—0.69Other2032
80FIB.interstitial.remodeling4.44Nominal0.960.78Other319
81FIB.transitioning.matrix_stress4.32Nominal—0.61Other47138
82EPI.skin_interfollicular_spinous.transition_basal4.24Nominal0.051.22Other100127
83FIB.reticular.stress_metallothionein4.24Nominal—0.37Other332
84EPI.lung_club_secretory.inflammatory4.21Nominal—1.47Other00
85DC.cDC2.proliferative4.12Nominal—1.68Other3971
86IPSC.endoderm_primed4.08Nominal1.000.09Other00
87FIB.interstitial.stress_secretory4.04Nominal0.790.97Other9256
88ILC2.migratory3.95Nominal—0.80Other00
89EPI.renal_immature_ureteric_bud.defense_secretory3.90Nominal0.441.30Other4576
90FIB.reticular.ECM_builder3.86Nominal—0.44Other00
91FIB.lung_alveolar.stress_interacting3.86Nominal—0.00Other00
92EPI.pancreatic_acinar.quiet_dedifferentiation3.84Nominal0.271.15Other142171
93FIB.interstitial.lipid_matrix3.84Nominal0.990.50Other258191
94EC.heart_remodeling.translation_boost3.81Nominal—0.81Other00
95IPSC.neuroendocrine_primed3.80Nominal—0.00Other00
96FIB.neurolectin_mucosa.remodeling_repair3.79Nominal—0.00Other42
97PERI.inflammatory3.79Nominal7.40e-031.25Other4077
98EC.heart_remodeling.remodeling_stalk3.74Nominal0.471.28Other33111
99EPI.skin_hair_follicle_bulge.anagen_growth3.70Nominal—0.00Other00
100ASPC.inflammatory3.67Nominal1.000.81Other2161
101THYMO.CD8aa_IELp3.66Nominal—0.00Other17
102NK.cytokine_lung_immediate_early3.64Nominal0.531.22Other424274
103FIB.skin_sheath.ECM_immune3.61Nominal—0.44Other00
104EPI.colonocyte.ionocyte_BEST43.58Nominal1.000.30Other103188
105FIB.skin_papillary.baseline3.58Nominal—0.00Other00
106THYMO.DN_preTCR3.52Nominal1.000.40Other4171
107FIB.reticular.immune_interface3.49Nominal—0.03Other16
108THYMO.SP_CD8_naive3.45Nominal1.000.12Other297177
109EC.capillary.angiogenic_tip3.40Nominal0.351.21Other186218
110EPI.renal_immature_ureteric_bud.osmoprotective3.39Nominal0.441.07Other12644
111EPI.tracheal_suprabasal.secretory_immune3.39Nominal—0.00Other00
112HPC.MEP3.38Nominal0.641.09Other5991,195
113FIB.perivascular_interface.lipid_shuttle3.35Nominal—0.97Other51170
114FIB.suburothelial.contractile_myofibroblast3.34Nominal—0.20Other90
115ASPC.secretory3.32Nominal1.000.36Other765
116EPI.renal_proximal_tubule.detox_antioxidant3.32Nominal0.521.14Other39477
117EPI.renal_proximal_tubule.onecarbon_peroxisome3.21Nominal0.520.92Other5889
118PERI.baseline3.17Nominal0.241.11Other3966
119FIB.transitioning.secretory_procollagen3.14Nominal—5.55e-17Other00
120SCHWN.reactive_inflammatory3.13Nominal—1.14Other00
121EC.heart_remodeling.capillary_metabolic3.04Nominal0.471.29Other54414
122FIB.reticular.stromal_niche3.02Nominal0.870.49Other00
123EPI.thymic_cortical.baseline3.01Nominal0.091.76Other185386
124EC.capillary.activated2.95Nonsignificant1.000.71Other25
125SMC.activated2.93Nonsignificant4.67e-031.44Other25
126EPI.skin_sebaceous_duct_luminal.ECM_remodelling2.91Nonsignificant0.331.43Other29
127THYMO.SP_CD8_transitional2.89Nonsignificant1.000.15Other3275
128ILC2.activated2.86Nonsignificant—0.00Other00
129ASPC.stem_like_progenitor2.81Nonsignificant1.000.36Other300842
130FIB.skin_sheath.stress_chaperone2.75Nonsignificant—0.00Other00
131FIB.suburothelial.urothelial_interface2.66Nonsignificant0.960.14Other98
132FIB.transitioning.motility_remodelling2.65Nonsignificant—0.00Other00
133EPI.thymic_cortical.Notch_interface2.59Nonsignificant—0.00Other82137
134DC.mig.baseline2.56Nonsignificant—0.00Other10
135ASPC.niche_keeping_progenitor2.52Nonsignificant1.000.25Other52219
136HPC.MPP_IEG2.51Nonsignificant0.641.18Other4546
137IPSC.canonical_pluripotent2.48Nonsignificant1.000.01Other00
138EC.capillary.inflammatory2.48Nonsignificant1.000.58Other2751
139EPI.esophageal_basal.activated_progenitor2.47Nonsignificant0.111.76Other10
140FIB.suburothelial.inflammatory_prostanoid2.46Nonsignificant—0.00Other00
141EPI.skin_hair_follicle_companion.activated_migratory2.41Nonsignificant—0.00Other00
142MEL.dedifferentiated_migratory2.40Nonsignificant—0.61Other00
143THYMO.SP_CD8_naive_stress2.40Nonsignificant1.000.03Other11
144MEL.mature_oxidative_traffic2.36Nonsignificant0.101.68Other247285
145EC.heart_remodeling.perivascular2.36Nonsignificant0.761.01Other124408
146EPI.skin_keratinocyte_progenitor.quiescent_stem_like2.36Nonsignificant—0.32Other00
147EPI.renal_thick_ascending_limb.canonical_salt_transporter2.35Nonsignificant2.63e-031.42Other322317
148B.germinal_center.LZ_memory_precursor2.28Nonsignificant—0.79Other00
149MEL.neurotrophic_migratory2.25Nonsignificant—0.43Other00
150EC.arterial.metabolic2.25Nonsignificant0.231.18Other195159
151FIB.barrier_secretory.homeostasis2.21Nonsignificant—0.00Other00
152B.germinal_center.DZ_S_phase2.21Nonsignificant—0.34Other00
153NK.cytokine_tissue_activation2.17Nonsignificant0.541.22Other267450
154CHOND.remodeling2.11Nonsignificant—0.00Other50
155FIB.skin_sheath.neuro_vascular_interface2.09Nonsignificant—0.00Other00
156FIB.transitioning.ISG_primed_interface2.04Nonsignificant—0.00Other1780
157FIB.skin_neurosecretory.baseline2.04Nonsignificant—0.00Other00
158EPI.pancreatic_acinar.baseline1.96Nonsignificant0.271.15Other274163
159NK.cytokine_tissue_resident1.93Nonsignificant0.841.21Other7482
160EPI.skin_keratinocyte_progenitor.activated_stress1.93Nonsignificant—0.00Other00
161FIB.hepatic_stellate_cell.inflammatory1.84Nonsignificant—1.15Other00
162SMC.metabolic1.82Nonsignificant0.870.97Other1440
163EPI.pancreatic_acinar.stress1.80Nonsignificant0.591.03Other2828
164B.germinal_center.LZ_survival1.79Nonsignificant—0.37Other00
165EPI.skin_sebaceous_duct_luminal.detox_repair1.74Nonsignificant0.910.27Other13794
166CHOND.activated_fibro_like1.73Nonsignificant1.000.41Other531188
167EC.arterial.inflammatory1.71Nonsignificant0.321.16Other6350
168MEL.secretory_quiescent1.70Nonsignificant0.960.44Other1913
169EPI.pancreatic_ductal_progenitor.baseline1.64Nonsignificant0.031.92Other179702
170EC.venous.remodeling_stalk1.63Nonsignificant1.000.65Other559566
171FIB.hepatic_stellate_cell.contractile1.62Nonsignificant—0.00Other00
172FIB.barrier_secretory.remodeling1.62Nonsignificant—0.00Other00
173DC.cDC2.lipid_metabolic1.62Nonsignificant—0.90Other00
174EPI.colonic_enteroendocrine.Lcell_peptide1.57Nonsignificant—0.00Other00
175ASPC.adipocyte_capillary_interface1.57Nonsignificant1.000.72Other2154
176EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro1.52Nonsignificant—0.00Other00
177MEL.stress_glucocorticoid1.49Nonsignificant0.960.29Other1134
178FIB.barrier_purinergic.lipid_secretory1.48Nonsignificant—0.00Other00
179FIB.hepatic_stellate_cell.fibrogenic1.47Nonsignificant—0.00Other00
180EPI.esophageal_basal.junctional_barrier1.44Nonsignificant—0.00Other00
181EPI.pancreatic_ductal_progenitor.ciliated_transport1.42Nonsignificant—0.11Other105368
182DC.cDC2.tolerogenic_regulatory1.38Nonsignificant0.901.21Other444
183EPI.colonic_tuft.activated1.38Nonsignificant—0.42Other00
184T.CD8_Trm.dendritic_recruiter1.37Nonsignificant0.271.45Other4785
185EPI.alveolar_type_1.baseline1.37Nonsignificant0.101.71Other80
186T.CD4_Trm.metal_stress1.36Nonsignificant0.271.35Other3458
187T.CD8_transitional.stress1.29Nonsignificant—1.82Other2434
188EPI.salivary_intercalated_defense.basal_EMT1.29Nonsignificant—2.00Other00
189T.CD4_transitional.primed_cytotoxic1.27Nonsignificant0.161.37Other2830
190ASPC.proliferative1.24Nonsignificant1.000.71Other3385
191T.CD8_Trm.inflammatory1.20Nonsignificant0.271.28Other124176
192SCHWN.translation_boost1.20Nonsignificant—0.55Other81
193EPI.pancreatic_ductal_progenitor.ADM_like1.18Nonsignificant—0.00Other00
194B.germinal_center.LZ_selection1.17Nonsignificant—0.00Other00
195SMC.contractile1.17Nonsignificant1.000.66Other80588
196EPI.pancreatic_acinar.inflammatory_regenerative1.17Nonsignificant0.211.31Other25113
197EC.arterial.mito_contact1.15Nonsignificant0.880.98Other145
198EPI.skin_keratinocyte_proliferating.early_spinous_transition1.15Nonsignificant—0.00Other135290
199EPI.endocervical_secretory.squamous_barrier1.14Nonsignificant—0.67Other00
200PERI.angiocrine1.14Nonsignificant1.000.84Other93102
201DC.cDC1.proliferative1.12Nonsignificant—1.53Other00
202EC.lymphatic.scavenger1.11Nonsignificant0.311.16Other203257
203MESO.secretory_structural1.11Nonsignificant—0.44Other00
204T.CD4_naive.gut_prone1.10Nonsignificant0.011.77Other3570
205FIB.perivascular_interface.vasomotor_tone1.08Nonsignificant—0.00Other00
206EC.arterial.elastic1.08Nonsignificant0.990.92Other2245
207EC.arterial.homeostatic1.06Nonsignificant0.880.99Other243
208EPI.colonic_tuft.homeostatic1.04Nonsignificant—0.00Other00
209T.CD4_Trm.stress_adaptive1.02Nonsignificant2.25e-031.59Other822
210GRANU.MAST.activated_repair1.01Nonsignificant—0.17Other01
211FIB.perivascular_interface.vascular_BM_remodelling1.01Nonsignificant—0.00Other00
212EC.heart_remodeling.angiocrine0.98Nonsignificant1.000.03Other182525
213EPI.renal_intercalated_cell_type_B.baseline0.98Nonsignificant—0.00Other31
214T.CD8_Trm.homeostatic0.97Nonsignificant0.681.04Other425
215FIB.skin_tenogenic.baseline0.95Nonsignificant—0.00Other02
216GRANU.MAST.activated_acute0.95Nonsignificant—0.31Other00
217DC.cDC2.antiviral0.93Nonsignificant1.000.99Other10037
218T.CD8_Trm.cytotoxic0.90Nonsignificant1.000.65Other16585
219GRANU.MAST.resting_granule0.90Nonsignificant—0.00Other00
220CHOND.pro_inflammatory0.87Nonsignificant1.000.52Other181351
221HPC.GMP_inflammatory0.86Nonsignificant0.640.94Other2010
222DC.cDC1.activated0.83Nonsignificant—0.52Other00
223EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic0.81Nonsignificant—0.00Other00
224EC.arterial.arteriole_gas_exchange0.81Nonsignificant0.990.88Other238131
225ASPC.mesothelial_like0.80Nonsignificant1.000.96Other143486
226EPI.lung_club_secretory.ciliogenesis_axoneme0.77Nonsignificant—0.00Other00
227EPI.ileal_enterocyte_crypt.proliferative_S0.76Nonsignificant0.831.23Other42
228MESO.activated_migratory0.74Nonsignificant—0.37Other00
229EPI.renal_intercalated_cell_type_A.acid_secretion0.73Nonsignificant0.351.12Other126
230MESO.baseline0.70Nonsignificant0.471.06Other06
231DC.cDC1.cross_presenting0.69Nonsignificant—0.17Other00
232T.CD4_transitional.tissue_enagement0.67Nonsignificant0.491.23Other511
233EPI.renal_principal_cell.canonical_vasopressin0.66Nonsignificant0.481.34Other20
234EPI.esophageal_suprabasal.basal_transitional0.65Nonsignificant0.101.65Other4467
235EPI.renal_thick_ascending_limb.remodeling0.65Nonsignificant1.000.88Other15292
236MAC.microglia_like.phagocytic_redox0.64Nonsignificant—0.00Other00
237HPC.GMP_granulocytic0.64Nonsignificant—0.00Other33
238MESO.antiviral0.64Nonsignificant—0.00Other38
239EC.arterial.angiogenic_tip0.64Nonsignificant—0.00Other3037
240T.CD4_naive.proteostasis0.63Nonsignificant1.21e-051.96Other149
241EC.arterial.arteriole_interface0.62Nonsignificant0.990.78Other3112
242T.CD4_Trm.cytotoxic_effector0.61Nonsignificant0.621.11Other11877
243EPI.ileal_enterocyte_crypt.proliferative_G2M0.61Nonsignificant—0.80Other1954
244EC.lymphatic.baseline0.60Nonsignificant0.311.11Other3872
245T.CD4_Trm.baseline0.60Nonsignificant0.900.80Other3121
246MAC.resident_iron.stress_tolerogenic0.59Nonsignificant—0.90Other00
247EC.arterial.ion_pump0.58Nonsignificant0.731.11Other32
248EC.heart_remodeling.activated_acute0.58Nonsignificant1.000.11Other102186
249EPI.lung_club_secretory.ciliogenesis_primed0.57Nonsignificant—0.37Other00
250EPI.salivary_serous_acinar.secretory_active0.55Nonsignificant6.99e-132.43Other24269
251EPI.renal_principal_cell.activated_acute0.54Nonsignificant0.481.25Other2959
252HPC.MPP_activated0.54Nonsignificant—0.00Other00
253T.CD4_Trm.activated0.52Nonsignificant0.900.87Other3226
254EPI.ectocervical_granular.secretory_apocrine0.51Nonsignificant—1.15Other00
255T.CD4_naive.proteostasis_mitoprot0.51Nonsignificant7.25e-031.71Other1537
256DC.cDC2.pro_inflammatory0.50Nonsignificant1.000.93Other35
257T.CD4_Tem.inflammatory0.50Nonsignificant7.03e-031.43Other286
258T.CD8_transitional.Trm_primed0.49Nonsignificant5.56e-031.43Other10815
259T.MAIT.stress0.48Nonsignificant—0.50Other00
260FIB.adventitial.adhesion_lipid0.46Nonsignificant0.051.29Other58209
261T.CD4_Trm.helper_like0.45Nonsignificant0.900.82Other84147
262ILC2.quiescent0.45Nonsignificant—0.00Other00
263ASPC.remodeling0.45Nonsignificant1.000.03Other106354
264EPI.tracheal_submucosal_gland.acinar_serous0.45Nonsignificant—0.73Other00
265T.CD4_Tfh.effector_migratory0.43Nonsignificant0.221.40Other12257
266T.CD4_transitional.baseline0.41Nonsignificant0.990.84Other5997
267EPI.skin_keratinocyte_basal.transit_amplifying0.41Nonsignificant—0.00Other00
268PC.IgG_systemic.stress0.39Nonsignificant—0.83Other15
269HPC.LMPP0.38Nonsignificant0.640.94Other6531
270EPI.lung_club_secretory.canonical_surfactant0.37Nonsignificant—0.00Other74104
271FIB.adventitial.activated_remodelling0.37Nonsignificant—0.59Other141319
272T.CD8_Trm.muscosal_Tc170.36Nonsignificant1.000.19Other1938
273DC.cDC2.adhesion_signaling0.35Nonsignificant1.000.69Other359
274EPI.renal_thick_ascending_limb.barrier_repair0.35Nonsignificant1.000.69Other141284
275EC.lymphatic.valve0.35Nonsignificant—0.04Other00
276EPI.lung_multiciliated.baseline0.33Nonsignificant—0.73Other07
277EPI.renal_thick_ascending_limb.cation_flux0.32Nonsignificant1.000.67Other5795
278MAC.proliferating.DNA_replication0.32Nonsignificant0.520.99Other36
279T.CD8_naive.lipid_synthesis0.32Nonsignificant0.031.77Other64
280EC.lymphatic.activated0.32Nonsignificant0.311.11Other4773
281EPI.pancreatic_ductal_perivascular.baseline0.31Nonsignificant0.541.02Other15
282T.CD4_naive.survival_neddylation0.31Nonsignificant0.241.37Other2638
283EPI.lung_multiciliated.mature_motile_cilia0.31Nonsignificant—0.89Other00
284EPI.pancreatic_ductal_perivascular.protective_antioxidant0.31Nonsignificant—0.18Other1169
285MAC.MDM.APC_dendritic0.29Nonsignificant0.521.15Other4815
286EC.lymphatic.tip_migratory0.29Nonsignificant0.880.80Other2337
287FIB.adventitial.inflammatory_activated0.29Nonsignificant0.081.20Other100473
288EPI.alveolar_type_1.activated0.29Nonsignificant—0.00Other00
289EPI.ileal_enterocyte_absorptive.brush_border0.28Nonsignificant8.43e-041.69Other5801,717
290EPI.renal_intercalated_cell_type_A.PC_transitional0.28Nonsignificant—0.00Other203407
291EPI.renal_principal_cell.inflammatory0.28Nonsignificant0.481.28Other74157
292NEU.EXC_IT.structural0.28Nonsignificant0.081.24Other17141
293T.CD8_transitional.effector_primed0.28Nonsignificant0.571.08Other435151
294PC.IgG_systemic.interacting0.27Nonsignificant0.821.02Other00
295MAC.kupffer.monocyte_like0.27Nonsignificant—1.65Other00
296EPI.pancreatic_islet.alpha0.27Nonsignificant—0.26Other152330
297EPI.skin_interfollicular_spinous.proliferative0.27Nonsignificant—0.89Other00
298T.CD4_cytotoxic.precursor0.27Nonsignificant0.511.10Other15667
299HEP.periportal_metabolic.stress_chaperone0.26Nonsignificant—1.54Other66128
300T.CD4_Tfh.canonical_GC_helper0.26Nonsignificant0.810.94Other12
301T.CD4_Tfh.suppression_exhaustion0.25Nonsignificant0.771.15Other02
302EPI.pancreatic_islet.beta0.25Nonsignificant0.201.28Other4257
303T.CD4_Trm.central_like0.24Nonsignificant0.671.07Other3831
304T.CD4_naive.neddylation0.24Nonsignificant1.001.04Other104222
305B.germinal_center.DZ_M_phase0.24Nonsignificant—0.00Other00
306MAC.proliferating.stress0.24Nonsignificant—0.00Other87136
307T.CD4_transitional.primed_helper_effector0.23Nonsignificant0.990.61Other1943
308T.CD4_naive.neddylation_mitoprot0.22Nonsignificant1.000.88Other9356
309B.age_associated.activated0.22Nonsignificant—0.23Other1822
310PC.IgG_systemic.secretory0.22Nonsignificant0.821.14Other00
311T.CD4_Tem.cytotoxic_effector0.22Nonsignificant0.971.02Other225398
312T.CD4_naive.resist_bystander0.22Nonsignificant1.001.03Other4025
313MAC.resident_iron.APC_iron_sensing0.22Nonsignificant0.791.16Other211114
314DC.cDC2.migratory0.21Nonsignificant1.000.81Other18539
315EPI.tracheal_submucosal_gland.ductal_luminal0.20Nonsignificant—0.00Other00
316T.CD8_Tcm.baseline0.20Nonsignificant0.251.45Other9089
317T.CD4_naive.mature0.20Nonsignificant1.000.78Other211100
318T.MAIT.quiescent0.20Nonsignificant0.701.26Other1005
319T.CD4_Treg.tissue_effector0.20Nonsignificant0.031.76Other1613
320MAC.microglia_like.patrolling_adhesive0.20Nonsignificant—0.00Other00
321T.CD4_naive.mature_mitoprot0.19Nonsignificant1.000.77Other212476
322MONO.CD14.cord_tolerance0.19Nonsignificant0.341.16Other864753
323EPI.esophageal_suprabasal.proliferative_S0.18Nonsignificant—0.88Other2641
324EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.18Nonsignificant—0.00Other00
325T.MAIT.cytotoxic0.18Nonsignificant0.701.14Other5215
326T.CD8_naive.splicing_enriched0.18Nonsignificant0.501.18Other12016
327T.CD4_naive.purinergic0.17Nonsignificant1.000.79Other491
328T.MAIT.MAPK_brake0.17Nonsignificant0.701.07Other4466
329T.CD8_naive.effector_transition0.17Nonsignificant0.501.27Other3562
330HEP.pericentral_lipoprotein.ApoB_coagulation0.17Nonsignificant—0.67Other00
331B.memory.activated0.17Nonsignificant0.011.39Other10529
332DC.cDC1.homeostatic_inhibitory0.17Nonsignificant—0.00Other00
333MG.phagocytic_APC0.17Nonsignificant0.521.28Other258
334NEU.INH_VIP.serotonergic0.17Nonsignificant—1.10Other92
335T.CD4_Tfh.precursor_migratory0.16Nonsignificant0.970.48Other7227
336T.CD4_naive.survival0.16Nonsignificant1.000.85Other1217
337T.CD8_transitional.APC_like0.16Nonsignificant1.000.73Other20562
338B.naive.activated0.15Nonsignificant0.441.30Other77127
339MAC.LAM.anti_inflammatory0.15Nonsignificant0.071.41Other86132
340GRNLSA.stress_metabolic0.15Nonsignificant—0.35Other12
341T.CD4_naive.homeostatic0.15Nonsignificant1.000.49Other215108
342T.CD4_Tem.transitional_CM0.15Nonsignificant0.970.64Other3120
343MAC.resident_repair.antigen_presenting0.15Nonsignificant0.261.23Other244113
344T.CD4_naive.survival_mitoprot0.14Nonsignificant1.000.62Other137
345T.CD4_transitional.APC_interacting0.14Nonsignificant0.990.22Other1014
346MAC.LAM.perivascular_angiocrine0.14Nonsignificant—0.80Other53138
347GRNLSA.proliferative_migratory0.14Nonsignificant0.671.11Other248292
348T.CD4_Tcm.imprinted_splicing0.14Nonsignificant0.081.57Other617
349T.MAIT.vesicle0.14Nonsignificant0.701.06Other3765
350T.CD4_cytotoxic.NK_adapted0.14Nonsignificant0.511.15Other8233
351EPI.lung_multiciliated.stress0.13Nonsignificant—0.00Other67165
352T.CD8_naive.vesicle_secretory0.13Nonsignificant0.970.89Other420
353MONO.CD14.platelet_bound0.13Nonsignificant0.161.19Other964176
354T.MAIT.early_activation0.13Nonsignificant0.710.93Other574
355T.CD8_transitional.early0.13Nonsignificant1.000.52Other32755
356NEU.INH_LAMP5.projecting0.13Nonsignificant—0.71Other00
357B.age_associated.naive_transitional0.12Nonsignificant—0.35Other00
358EPI.salivary_intercalated_defense.canonical_antimicrobial0.12Nonsignificant0.940.98Other1122
359T.CD4_Tcm.migratory_cilium0.12Nonsignificant0.331.36Other510
360T.CD8_naive.baseline0.12Nonsignificant0.970.69Other1422
361NEU.INH_LAMP5.exc_inh_balance0.12Nonsignificant—0.31Other462
362T.CD4_Tcm.stress0.12Nonsignificant0.501.24Other511
363T.MAIT.migratory0.12Nonsignificant0.910.51Other101
364T.gamma_delta.early_effector0.12Nonsignificant0.401.14Other890
365HEP.pericentral_lipoprotein.UPR_redox0.12Nonsignificant—0.00Other00
366T.CD8_naive.mito_proteostasis0.12Nonsignificant0.501.21Other428100
367T.CD4_Tcm.DC_interact0.12Nonsignificant0.501.20Other7232
368MG.baseline0.12Nonsignificant0.731.00Other165
369FIB.adventitial.complement_angiocrine0.12Nonsignificant1.000.91Other153684
370DC.cDC2.monocyte_like0.11Nonsignificant1.000.22Other1,285791
371EC.liver_sinusoidal.hypoxia_metabolic0.11Nonsignificant0.161.33Other183107
372T.CD8_Tcm.effector_bias0.11Nonsignificant0.731.20Other199329
373T.CD8_naive.nfkb_related0.11Nonsignificant0.970.90Other10
374T.CD4_Tem.long_term_memory0.11Nonsignificant0.970.65Other314587
375SCHWN.axon_contact_cardiac0.11Nonsignificant1.000.06Other1863
376T.CD4_Th17.cytotoxic0.11Nonsignificant0.771.17Other332123
377NEU.EXC_IT.adhesion0.11Nonsignificant0.910.98Other252108
378MAC.MDM.inflammatory_phagocytic0.11Nonsignificant0.660.98Other19952
379T.gamma_delta.central_memory0.11Nonsignificant0.401.14Other460919
380EPI.endocervical_secretory.secretory_translocon0.10Nonsignificant—0.00Other00
381T.CD4_Th2.precursor0.10Nonsignificant—0.48Other00
382T.CD4_cytotoxic.activated0.10Nonsignificant0.511.11Other31
383PC.IgA_muocsal.activated0.10Nonsignificant0.341.13Other178
384T.CD8_naive.cytokine_dampened0.10Nonsignificant0.970.73Other714
385T.CD4_naive.Treg_like0.10Nonsignificant1.000.19Other12172
386PC.IgA_muocsal.plasmablast0.10Nonsignificant0.341.29Other54
387EPI.alveolar_type_2.stress_response0.10Nonsignificant0.511.15Other6751,562
388T.CD4_Tcm.baseline0.09Nonsignificant0.131.40Other6131
389NK.adaptive_adipose_stress0.09Nonsignificant1.000.94Other37439
390EPI.skin_interfollicular_spinous.stress_oxidative0.09Nonsignificant—0.00Other00
391ASTRO.A1_reactive0.09Nonsignificant0.731.09Other433394
392B.age_associated.migratory0.09Nonsignificant0.770.65Other22
393T.CD4_Tcm.synapse_dynamics0.09Nonsignificant0.501.24Other1510
394T.CD8_naive.innate_like0.09Nonsignificant0.970.44Other101
395PC.IgA_muocsal.baseline0.09Nonsignificant0.700.99Other35
396MAC.resident_iron.redox_metabolic0.09Nonsignificant0.930.57Other44
397HPC.CLP_B_primed0.09Nonsignificant—0.00Other00
398MAC.MDM.LAM_like0.08Nonsignificant0.521.15Other1214
399DC.cDC1.baseline0.08Nonsignificant—0.00Other00
400EPI.salivary_intercalated_defense.inflammatory0.08Nonsignificant0.940.33Other152360
401NEU.INH_VIP.develop_niche0.08Nonsignificant—1.08Other00
402EPI.salivary_duct_ion_transport.baseline0.08Nonsignificant——Other00
403EPI.renal_principal_cell.injury_repair0.08Nonsignificant1.000.38Other269
404T.CD4_Tcm.secretory0.08Nonsignificant1.001.04Other2011
405EPI.ileal_enterocyte_crypt.baseline0.08Nonsignificant0.960.86Other116
406T.CD4_cytotoxic.baseline0.08Nonsignificant0.511.17Other00
407CHOND.angiogenic0.07Nonsignificant—0.00Other00
408NEU.INH_LAMP5.rosehip0.07Nonsignificant—0.00Other00
409EPI.esophageal_suprabasal.differentiating_keratin0.07Nonsignificant0.990.17Other13161
410GRNLSA.angiocrine_mechanosensory0.07Nonsignificant—0.63Other00
411PC.IgA_muocsal.migratory0.07Nonsignificant0.980.73Other41
412T.CD4_Tcm.APC_mimicry0.07Nonsignificant1.000.95Other5443
413T.CD4_Tcm.effector_like0.07Nonsignificant1.001.00Other293533
414MAC.LAM.antimicrobial0.07Nonsignificant0.980.96Other38993
415NEU.INH_VIP.cannabinoid0.07Nonsignificant—0.63Other00
416GRNLSA.secretory_remodeling0.07Nonsignificant0.531.27Other9025
417MAC.MDM.complement_resolving0.07Nonsignificant0.660.95Other440860
418MAC.resident_iron.heme_catabolism0.07Nonsignificant0.930.50Other3051
419EPI.ileal_enterocyte_absorptive.villus_tip0.07Nonsignificant1.000.00Other43
420MONO.CD14.inflammatory0.07Nonsignificant0.341.32Other92134
421B.naive.metabolic0.07Nonsignificant0.981.05Other5079
422EPI.alveolar_type_2.baseline_surfactant0.07Nonsignificant0.511.14Other649
423NEU.EXC_IT.transitional0.07Nonsignificant0.701.12Other237142
424T.CD4_Tcm.Tfh_like0.07Nonsignificant1.000.80Other102214
425FIB.adventitial.PI16_matrix0.06Nonsignificant1.000.73Other7090
426EPI.ectocervical_granular.proliferative_basal0.06Nonsignificant—0.32Other00
427EC.liver_sinusoidal.stress0.06Nonsignificant—0.10Other413158
428B.memory.migratory0.06Nonsignificant0.761.11Other123208
429T.CD4_Treg.central_naive_like0.06Nonsignificant0.431.20Other33345
430T.gamma_delta.cytotoxic_effector0.06Nonsignificant0.970.57Other349109
431NEU.INH_PVALB.chandelier0.06Nonsignificant0.221.40Other1916
432MAC.LAM.inflammatory_APC0.06Nonsignificant0.980.97Other872165
433T.CD4_Th17.migratory0.06Nonsignificant0.770.85Other1323
434MAC.resident_repair.chemokine_angiocrine0.06Nonsignificant0.870.95Other87138
435T.CD4_Tcm.RNA_control0.06Nonsignificant1.000.64Other964
436T.CD4_Tcm.tissue_homing0.06Nonsignificant1.000.59Other7846
437T.CD4_Th17.baseline0.06Nonsignificant0.770.84Other515
438EPI.esophageal_suprabasal.proliferative_exit0.06Nonsignificant—0.00Other00
439NK.adaptive_axis_baseline0.06Nonsignificant1.001.01Other1,008153
440NK.adaptive_biosynthetic_primed0.06Nonsignificant1.000.97Other244405
441NEU.INH_VIP.nuclear_reg0.05Nonsignificant—0.34Other204
442MONO.CD16.platelet_bound0.05Nonsignificant0.131.38Other372508
443GRNLSA.lipid_hypoxia0.05Nonsignificant0.531.21Other280
444NK.immature_bridge0.05Nonsignificant1.000.87Other117122
445T.CD4_Tcm.retro_ZNF1170.05Nonsignificant1.000.60Other59
446NEU.INH_VIP.LAMP5_hybrid0.05Nonsignificant—0.55Other19
447B.naive.baseline0.05Nonsignificant0.981.01Other1013
448NK.cytokine_axis_baseline0.05Nonsignificant1.000.82Other1,172116
449ASTRO.stress_acute0.05Nonsignificant0.921.06Other6056
450GRNLSA.EMT_insulin_signaling0.05Nonsignificant0.930.76Other4784
451B.naive.antigen_presenting_ready0.05Nonsignificant0.981.00Other4873
452B.naive.receptor_recycle0.05Nonsignificant0.980.92Other510
453B.naive.purinergic0.05Nonsignificant0.980.92Other384820
454EPI.alveolar_type_2.injury_primed0.05Nonsignificant0.810.76Other434245
455ASTRO.immature_lipid0.05Nonsignificant0.341.23Other23113
456EC.venous.cardiac_structural0.05Nonsignificant1.008.57e-03Other102229
457T.CD4_Tcm.regulatory_poised0.05Nonsignificant1.000.75Other23
458T.CD4_Treg.APC_interactive0.05Nonsignificant0.950.53Other11828
459EPI.skin_keratinocyte_basal.spinous_transition0.05Nonsignificant—0.00Other00
460T.CD8_Tem.baseline0.05Nonsignificant0.401.11Other458356
461NK.cytokine_repair_primed0.05Nonsignificant1.001.10Other26611
462T.CD4_Tcm.crosstalk_myeloid0.04Nonsignificant1.000.58Other54
463NEU.INH_VIP.canonical_disinhibitory0.04Nonsignificant0.560.93Other5938
464T.CD8_Tcm.gut_homing0.04Nonsignificant0.920.53Other380112
465MG.expanding0.04Nonsignificant0.730.79Other21
466T.CD8_Tcm.helper_like0.04Nonsignificant0.920.64Other81159
467MONO.CD16.hepatic_mac_like0.04Nonsignificant0.031.33Other803117
468NEU.EXC_IT.neuromodulated0.04Nonsignificant0.911.01Other176116
469NEU.INH_VIP.enkephalinergic0.04Nonsignificant—0.12Other00
470PC.IgG_systemic.metabolic0.04Nonsignificant1.000.06Other4663
471T.CD4_Treg.Tr1_like0.04Nonsignificant—0.20Other88
472PERI.cardiac_skeletal0.04Nonsignificant1.000.00Other313630
473EPI.gastric_foveolar.baseline0.04Nonsignificant—0.00Other00
474T.CD8_Tem.early_helper_like0.04Nonsignificant0.851.05Other445755
475B.memory.baseline0.04Nonsignificant1.000.72Other47299
476ASTRO.A2_reactive0.04Nonsignificant0.921.05Other1037
477EPI.skin_interfollicular_spinous.inflammatory0.04Nonsignificant—0.38Other00
478NK.cytokine_biosynthetic_primed0.04Nonsignificant1.000.95Other36021
479MAC.resident_iron.heme_recycling0.04Nonsignificant—0.00Other3037
480MONO.CD14.APC_like0.04Nonsignificant0.161.11Other1,6862,493
481EPI.ileal_enterocyte_crypt.secretory_precursor0.04Nonsignificant—0.12Other00
482B.naive.remodeling0.04Nonsignificant0.980.92Other135230
483EPI.salivary_duct_excretory.baseline0.04Nonsignificant0.660.86Other2357
484EPI.renal_principal_cell.intercalated_like0.04Nonsignificant1.000.00Other6366
485T.CD4_Th2.tissue_adapted0.04Nonsignificant—0.00Other00
486ASTRO.hypoxia_angiogenic0.04Nonsignificant0.731.23Other518
487EPI.renal_thick_ascending_limb.salt_sensing0.04Nonsignificant1.000.15Other73103
488NEU.INH_PVALB.nuclear_reg0.04Nonsignificant0.501.05Other2512
489NEU.INH_VIP.regulatory_remodeling0.04Nonsignificant—0.00Other61
490T.CD4_Tcm.Th2_like0.03Nonsignificant1.000.28Other2355
491MAC.LAM.lipid_phagocytosis0.03Nonsignificant0.980.60Other369328
492EPI.salivary_duct_excretory.stress0.03Nonsignificant0.660.89Other3368
493NEU.EXC_SYT2.synaptic0.03Nonsignificant—0.00Other00
494EPI.colonocyte.distal_absorptive0.03Nonsignificant—0.00Other00
495NEU.INH_VIP.opioid0.03Nonsignificant—0.00Other509
496T.CD8_Tcm.NK_like0.03Nonsignificant0.920.47Other334581
497EPI.hepatic_ductular_cholangiocyte.acute_phase_complement0.03Nonsignificant—0.00Other00
498GRNLSA.cholesterol_mevalonate0.03Nonsignificant0.930.56Other94
499MAC.LAM.lipid_opsonization0.03Nonsignificant0.980.77Other4514
500EPI.pancreatic_acinar.metabolic_onecarbon0.03Nonsignificant1.000.33Other287328
501CM.contractile_oxphos0.03Nonsignificant0.581.27Other619
502ASTRO.neuromodulatory0.03Nonsignificant0.960.93Other34172
503NEU.INH_LAMP5.glial_interface0.03Nonsignificant—0.00Other00
504EPI.renal_distal_tubule.ciliated_remodelling0.03Nonsignificant—1.04Other00
505NK.adaptive_terminal_cytotoxic0.03Nonsignificant1.000.78Other485802
506EPI.pancreatic_ductal_bicarbonate.inflammatory0.03Nonsignificant0.521.41Other1432
507MAC.resident_repair.stress_iron0.02Nonsignificant0.870.99Other4897
508EPI.ileal_bile_transport.detox_transcytosis0.02Nonsignificant—0.61Other01
509FIB.adventitial.baseline0.02Nonsignificant1.000.34Other157278
510EPI.skin_sweat_duct_keratinocyte.repair0.02Nonsignificant—0.00Other00
511FIB.adventitial.mechano_chemo_sensing0.02Nonsignificant1.000.47Other135524
512NK.cytokine_vascular_patrolling0.02Nonsignificant1.000.77Other86394
513T.CD8_Tem.stress_adapted0.02Nonsignificant0.960.98Other607520
514EPI.ileal_enterocyte_crypt.bile_transport0.02Nonsignificant0.960.29Other20
515FIB.adventitial.mito_secretory0.02Nonsignificant1.000.51Other217
516GRNLSA.chemokine_mechanosensory0.02Nonsignificant0.930.54Other10
517NEU.EXC_IT.callosal0.02Nonsignificant1.000.65Other286119
518EPI.renal_distal_tubule.repair0.02Nonsignificant—0.55Other34102
519NEU.INH_PVALB.metabotropic0.02Nonsignificant—6.94e-17Other00
520NEU.INH_VIP.excitatory_coupled0.02Nonsignificant—0.00Other130
521CM.inflammatory0.02Nonsignificant—1.26Other00
522EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo0.02Nonsignificant—0.73Other00
523T.CD8_Tem.TEMRA0.02Nonsignificant0.851.05Other9201,088
524EPI.pancreatic_ductal_bicarbonate.baseline0.02Nonsignificant0.521.20Other1142
525CM.anti_inflammatory0.02Nonsignificant0.581.26Other4241,503
526MAC.kupffer.metabolic0.02Nonsignificant—0.68Other2536
527EPI.pancreatic_ductal_bicarbonate.barrier_mucin0.02Nonsignificant0.521.17Other219533
528MONO.CD14.repair_M2_like0.02Nonsignificant0.591.07Other5501,495
529EPI.pancreatic_islet.delta0.02Nonsignificant—0.00Other00
530OPC.homeostatic0.02Nonsignificant0.191.38Other394160
531CM.baseline0.02Nonsignificant0.771.12Other3930
532EPI.cervical_suprabasal.secretory_vesicle0.02Nonsignificant—0.73Other00
533B.naive.proteostasis0.02Nonsignificant0.990.61Other4969
534NK.cytokine_quiescent0.02Nonsignificant1.000.82Other6231,062
535B.memory.preactivated0.02Nonsignificant1.000.84Other173174
536EPI.ileal_bile_transport.absorptive_xenobiotic0.02Nonsignificant0.800.54Other1112
537ASTRO.synaptic_interaction0.02Nonsignificant0.960.88Other76334
538EPI.salivary_serous_acinar.quiescent0.02Nonsignificant1.000.00Other178493
539B.naive.restrained0.02Nonsignificant0.990.67Other183353
540EPI.salivary_serous_acinar.seromucous_like0.02Nonsignificant—0.00Other00
541T.CD4_cytotoxic.terminal_effector0.02Nonsignificant0.910.84Other28621
542NEU.INH_PVALB.neuromodulatory0.02Nonsignificant—0.00Other00
543ADIPO.hypoxia_remodelling0.02Nonsignificant—0.32Other29105
544MAC.resident_repair.ECM_stromal_crosstalk0.01Nonsignificant0.980.52Other95158
545MESO.activated_stress0.01Nonsignificant—0.00Other00
546EC.liver_sinusoidal.secretory_lipoprotein0.01Nonsignificant0.880.62Other12070
547PLAT.megakaryocytic0.01Nonsignificant—0.97Other00
548NEU.INH_VIP.matrix0.01Nonsignificant—0.00Other2477
549EPI.pancreatic_ductal_mucinous.mucin_rich_barrier0.01Nonsignificant0.251.31Other4491,034
550EC.liver_sinusoidal.prostanoid0.01Nonsignificant—0.00Other1164
551GRNLSA.p53_damage0.01Nonsignificant—0.00Other1310
552EPI.esophageal_suprabasal.proliferative_G2M0.01Nonsignificant—0.00Other00
553EPI.pancreatic_ductal_mucinous.proliferative_gastric_like0.01Nonsignificant—0.46Other00
554EPI.ileal_enterocyte_crypt.villus_transition0.01Nonsignificant—0.00Other710
555EPI.ectocervical_granular.inflammatory0.01Nonsignificant—0.00Other00
556EPI.intrahepatic_cholangiocyte_defense.secretory_barrier0.01Nonsignificant—0.00Other00
557OPC.premyelinating0.01Nonsignificant0.790.80Other18512
558MAC.resident_repair.lipid_phagocytic0.01Nonsignificant0.871.08Other228604
559MAC.kupffer.inflammatory0.01Nonsignificant—0.19Other74
560OPC.proliferative_immune_interact0.01Nonsignificant0.790.77Other180373
561OLG.stress0.01Nonsignificant0.081.39Other2328
562EPI.pancreatic_ductal_mucinous.remodeling_channel_rich0.01Nonsignificant—0.10Other00
563EPI.intrahepatic_cholangiocyte_defense.raft_maturation0.01Nonsignificant—0.00Other00
564SKM.type_1_slow.glycolytic0.01Nonsignificant0.071.55Other362647
565EPI.skin_interfollicular_spinous.early_differentiation0.01Nonsignificant0.970.72Other8919
566EPI.skin_interfollicular_spinous.baseline0.01Nonsignificant0.970.76Other353
567EPI.salivary_mucous_acinar.baseline9.97e-03Nonsignificant——Other394683
568MONO.CD16.patrolling9.82e-03Nonsignificant0.761.03Other797216
569EPI.hepatic_ductular_cholangiocyte.stress9.72e-03Nonsignificant—1.32Other00
570EPI.pancreatic_ductal_bicarbonate.stress9.64e-03Nonsignificant—0.00Other1233
571NK.adaptive_HLAE_tuned9.30e-03Nonsignificant1.000.74Other1,124189
572NEU.EXC_IT.guidance8.94e-03Nonsignificant1.000.35Other27463
573EPI.skin_sweat_duct_keratinocyte.barrier8.32e-03Nonsignificant—0.00Other00
574CM.mechano_activated8.28e-03Nonsignificant0.871.00Other205134
575SKM.type_2_fast.oxidative_IIa8.23e-03Nonsignificant0.141.28Other94656
576ASPC.signal_integrator7.80e-03Nonsignificant—0.00Other00
577MAC.resident_cardiac.inflammatory_reparative7.79e-03Nonsignificant0.521.27Other3196
578PLAT.adhesion7.71e-03Nonsignificant—0.00Other00
579B.memory.pDC_imprint7.50e-03Nonsignificant1.000.26Other157103
580OLG.regulatory_activated7.34e-03Nonsignificant0.501.14Other196614
581OLG.reactive_repair7.04e-03Nonsignificant0.501.21Other385385
582EPI.pancreatic_ductal_bicarbonate.activated6.89e-03Nonsignificant0.940.45Other107
583CM.oxidative_phospho6.48e-03Nonsignificant0.870.97Other266792
584OLG.regulatory6.47e-03Nonsignificant0.501.10Other35373
585EPI.ileal_goblet.immature6.34e-03Nonsignificant—0.64Other00
586EC.liver_sinusoidal.remodeling_lipotoxicity6.17e-03Nonsignificant—0.00Other9058
587EPI.pancreatic_ductal_bicarbonate.repair_actin_junction5.92e-03Nonsignificant—0.00Other00
588EPI.pancreatic_ductal_bicarbonate.junctional_remodel5.71e-03Nonsignificant—0.00Other49237
589EPI.pancreatic_acinar.adhesion_remodeling5.69e-03Nonsignificant1.000.45Other210784
590NEU.INH_PVALB.serotonergic5.64e-03Nonsignificant—0.00Other00
591MONO.CD14.remodeling5.53e-03Nonsignificant0.790.99Other2,373295
592SKM.type_2_fast.glycolytic_IIx_IIb5.51e-03Nonsignificant0.521.02Other5651,482
593CM.osmoprotection5.45e-03Nonsignificant0.870.97Other3457
594HEP.periportal_metabolic.apolipoprotein_secretory5.42e-03Nonsignificant0.661.23Other43110
595EPI.cervical_suprabasal.inflammatory_repair5.27e-03Nonsignificant—0.00Other00
596CM.mito_proteostasis5.25e-03Nonsignificant0.870.88Other32929
597EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump5.19e-03Nonsignificant0.710.95Other40191
598NK.adaptive_classII_inhibitory5.19e-03Nonsignificant1.000.67Other880154
599EPI.renal_distal_tubule.immune_modulatory5.10e-03Nonsignificant—0.13Other00
600CM.sarcomere_actin_interface4.96e-03Nonsignificant0.870.86Other45078
601NEU.INH_PVALB.fastspike4.94e-03Nonsignificant—0.00Other2422
602SKM.type_1_slow.oxidative4.60e-03Nonsignificant0.101.38Other802251
603EPI.extrahepatic_cholangiocyte.barrier_interface4.40e-03Nonsignificant—0.00Other00
604DC.pDC.immature_metabolic4.32e-03Nonsignificant0.841.42Other78124
605MAC.resident_cardiac.phagocytic_homeostasis4.28e-03Nonsignificant0.720.88Other5641,221
606NEU.EXC_CT.projector4.16e-03Nonsignificant0.471.11Other8726
607EPI.bile_duct_cholangiocyte.secretory_mucin4.05e-03Nonsignificant—0.46Other712
608MAC.kupffer.stress3.94e-03Nonsignificant0.910.48Other93
609EPI.hepatic_ductular_cholangiocyte.ion_transport3.92e-03Nonsignificant—0.78Other00
610MONO.CD14.baseline3.82e-03Nonsignificant1.000.82Other2,26876
611CM.translation_boost_RPL3.70e-03Nonsignificant0.870.79Other1291
612MONO.CD16.baseline3.58e-03Nonsignificant0.850.89Other501
613NEU.EXC_SYT2.nuclear_reg3.46e-03Nonsignificant—0.00Other00
614OLG.myelinating_mature3.37e-03Nonsignificant1.000.80Other36394
615SKM.type_1_slow.contractile3.34e-03Nonsignificant0.880.68Other5968
616CM.translation_boost_RPS3.18e-03Nonsignificant0.870.74Other6916
617NEU.EXC_NTNG1.nuclear_reg3.13e-03Nonsignificant—0.67Other00
618T.CD4_naive.activated_stress3.08e-03Nonsignificant1.000.00Other339429
619MAC.kupffer.fibrogenic3.06e-03Nonsignificant—0.00Other00
620MAC.resident_cardiac.antigen_presenting3.04e-03Nonsignificant0.720.87Other5227
621EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling3.00e-03Nonsignificant—0.00Other00
622NEU.EXC_CT.remodeling2.91e-03Nonsignificant—0.00Other231
623EPI.hepatic_ductular_cholangiocyte.barrier_chemokine2.88e-03Nonsignificant—0.66Other69
624NEU.EXC_NTNG1.synaptic2.79e-03Nonsignificant—0.00Other00
625GRANU.neutrophil.antiviral_endotoxin2.72e-03Nonsignificant—0.64Other00
626T.CD8_Tem.motility_primed2.62e-03Nonsignificant0.960.65Other2694
627EPI.ileal_goblet.inflammatory_mucin2.58e-03Nonsignificant0.720.99Other69
628NEU.EXC_CT.Ca2_sensor2.51e-03Nonsignificant—0.00Other00
629EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit2.46e-03Nonsignificant—0.00Other00
630ADIPO.inflammatory2.41e-03Nonsignificant—0.59Other00
631T.CD8_Tem.signaling_turnover2.24e-03Nonsignificant0.960.72Other425683
632GRANU.neutrophil.primed_degranulation2.23e-03Nonsignificant—0.00Other00
633EPI.extrahepatic_cholangiocyte.mucin_secretory2.14e-03Nonsignificant—0.00Other00
634NK.adaptive_immature_precursor2.11e-03Nonsignificant1.000.42Other358111
635EPI.renal_distal_tubule.stress2.00e-03Nonsignificant—0.00Other00
636EPI.skin_interfollicular_spinous.upper_lipid1.96e-03Nonsignificant—0.00Other66
637EPI.ileal_goblet.baseline1.88e-03Nonsignificant0.720.74Other162
638EPI.skin_interfollicular_spinous.stress_UPR1.86e-03Nonsignificant—0.07Other00
639MAC.kupffer.tolerogenic1.84e-03Nonsignificant—0.00Other4549
640OLG.myelinating_stress1.80e-03Nonsignificant1.000.51Other23262
641EPI.ileal_goblet.stress_metallothionein1.75e-03Nonsignificant—0.00Other411
642OLG.vesicle_trafficking1.58e-03Nonsignificant1.000.29Other12410
643ASTRO.stress_mito1.53e-03Nonsignificant0.960.79Other47110
644NEU.EXC_CT.Ca2_signaling1.49e-03Nonsignificant—0.00Other6817
645EPI.hepatic_ductular_cholangiocyte.polarity1.21e-03Nonsignificant—0.08Other00
646EPI.bile_duct_cholangiocyte.inflammatory_APC1.16e-03Nonsignificant—0.00Other20
647GRANU.neutrophil.tissue_patrolling1.06e-03Nonsignificant—0.00Other00
648EPI.intrahepatic_cholangiocyte_transport.mucin_secretory8.40e-04Nonsignificant—0.00Other00
649EC.liver_sinusoidal.inflammatory8.16e-04Nonsignificant—0.00Other223154
650MONO.CD16.inflammatory7.99e-04Nonsignificant1.000.37Other1,640168
651ADIPO.immature6.73e-04Nonsignificant—0.00Other2440
652DC.pDC.baseline6.57e-04Nonsignificant0.840.85Other88123
653MAC.alveolar.stress_metabolic6.45e-04Nonsignificant0.011.20Other116148
654EPI.hepatic_ductular_cholangiocyte.secretory_transport5.28e-04Nonsignificant—0.00Other00
655EPI.renal_distal_tubule.ion_transport4.87e-04Nonsignificant—0.00Other00
656EPI.ectocervical_granular.immune_interact4.75e-04Nonsignificant—0.00Other00
657HEP.periportal_metabolic.inflammatory_activated4.68e-04Nonsignificant0.751.08Other7121,610
658ASTRO.homeostatic4.38e-04Nonsignificant1.000.24Other200431
659EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate4.09e-04Nonsignificant—0.00Other00
660EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion3.84e-04Nonsignificant—0.00Other53
661ADIPO.thermogenic3.00e-04Nonsignificant—0.00Other00
662DC.pDC.poised_migratory2.20e-04Nonsignificant0.990.23Other5495
663EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal1.90e-04Nonsignificant—0.00Other00
664HEP.periportal_metabolic.stress_checkpoint1.48e-04Nonsignificant0.751.10Other234786
665HEP.canalicular_transport.inflammatory4.56e-05Nonsignificant0.541.05Other1,335194
666HEP.acute_phase.proliferative3.20e-05Nonsignificant—0.77Other46
667EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic2.61e-05Nonsignificant—0.00Other00
668HEP.canalicular_transport.injury_stress2.41e-05Nonsignificant0.541.09Other28924
669MAC.alveolar.capillary_interacting1.33e-05Nonsignificant0.821.14Other113181
670HEP.acute_phase.stress_secretory1.32e-05Nonsignificant0.351.24Other263
671HEP.periportal_metabolic.acute_phase_barrier1.14e-05Nonsignificant1.000.99Other533138
672HEP.periportal_metabolic.xenobiotic_detox1.07e-05Nonsignificant1.000.83Other1,440139
673HEP.periportal_metabolic.canonical_urea_cycle8.13e-06Nonsignificant1.000.77Other1,464269
674HEP.canalicular_transport.secretory_ERAD_UPR3.38e-06Nonsignificant0.541.09Other23228
675HEP.acute_phase.baseline2.95e-06Nonsignificant0.960.99Other94619
676HEP.periportal_metabolic.urea_onecarbon_secretory2.06e-06Nonsignificant1.000.56Other1,3323,053
677HEP.acute_phase.complement_antiviral1.77e-06Nonsignificant0.961.04Other377751
678MAC.alveolar.biosynthetic_sterol_heme1.58e-06Nonsignificant0.841.02Other34740
679HEP.canalicular_transport.ductular_like_transition1.42e-06Nonsignificant0.541.05Other40087
680HEP.canalicular_transport.sterol_lipid_biosynthesis8.50e-07Nonsignificant—0.64Other1020
681HEP.canalicular_transport.pericentral_like_hypoxia3.91e-07Nonsignificant1.000.87Other3268
682HEP.acute_phase.complement_metabolic1.00e-07Nonsignificant0.960.93Other1,4233,464
683MAC.alveolar.lipid_autophagy5.52e-08Nonsignificant—0.10Other3544
684MAC.alveolar.scavenging_endocytic3.16e-08Nonsignificant—0.00Other140283
685MAC.alveolar.inflammatory2.99e-08Nonsignificant0.930.70Other208312
686HEP.acute_phase.hypoxia_lipid2.14e-09Nonsignificant—0.60Other00
687HEP.acute_phase.inflammatory1.15e-09Nonsignificant0.960.73Other382649
688HEP.canalicular_transport.baseline1.17e-10Nonsignificant1.000.11Other199477

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

0 unique genes. Showing 0–0. 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)

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.