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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.

FING00000043 · All tissues

Adhesive capsulitis of shoulder: 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: Adhesive capsulitis

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)
1natural_killer_cell18.24Significant3.30e-491.46Specific1,2042,052
2chondrocyte5.76Significant0.311.11Other5481,069
3dendritic_cell5.13Nominal0.151.11Other496724
4B_cell4.91Nominal3.47e-061.13Other356694
5plasma_cell4.72Nominal0.211.08Other1724
6innate_lymphoid_cell_23.90Nominal1.001.07Other38
7adipocyte3.41Nominal1.000.91Other33111
8fibroblast3.06Nominal0.351.04Other184826
9epithelial_cell2.86Nonsignificant1.81e-341.22Other2447
10T_cell2.72Nonsignificant1.000.98Other470959
11thymocyte2.08Nonsignificant1.000.93Other168512
12monocyte1.99Nonsignificant1.000.93Other2,1763,871
13mesothelial_cell1.51Nonsignificant1.000.89Other636
14macrophage1.47Nonsignificant1.000.81Other8131,732
15astrocyte1.39Nonsignificant1.000.72Other2561,203
16pericyte1.36Nonsignificant1.000.75Other128517
17adipose_stem_and_progenitor_cell1.34Nonsignificant1.000.77Other327954
18muscle_stem_cell0.85Nonsignificant1.000.72Other727
19smooth_muscle_cell0.76Nonsignificant1.000.67Other27139
20granulocyte0.66Nonsignificant1.000.64Other56
21haematopoietic_progenitor_cell0.66Nonsignificant1.000.70Other262502
22schwann_cell0.38Nonsignificant1.000.93Other1057
23microglia0.14Nonsignificant1.000.53Other61129
24granulosa_cell0.09Nonsignificant1.000.53Other293670
25melanocyte0.05Nonsignificant1.000.44Other97309
26endothelial_cell0.04Nonsignificant1.000.41Other373974
27skeletal_muscle_cell0.03Nonsignificant1.000.40Other9442,600
28platelet0.01Nonsignificant—0.00Other85104
29neuron0.01Nonsignificant1.000.50Other3301,328
30induced_pluripotent_stem_cell9.36e-04Nonsignificant1.000.33Other00
31cardiomyocyte3.17e-04Nonsignificant1.000.35Other5332,045
32oligodendrocyte_precursor_cell3.13e-04Nonsignificant1.000.28Other4611,454
33oligodendrocyte2.20e-04Nonsignificant1.000.37Other3851,507
34hepatocyte2.41e-05Nonsignificant1.000.25Other1,5153,822

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1FIB.neurolectin_mucosa23.02Significant6.82e-061.53Specific133394
2NK.natural_killer_cell18.24Significant——Specific1,2042,045
3EPI.alveolar_type_215.81Significant3.31e-031.15Specific8131,853
4T.CD8_Tem14.94Significant1.60e-491.53Specific1,0831,857
5EPI.salivary_serous_acinar14.93Significant1.30e-081.21Specific233531
6MAC.microglia_like12.72Significant4.70e-041.83Specific124179
7FIB.suburothelial10.66Significant1.32e-031.44Specific122432
8B.age_associated8.62Significant1.03e-062.48Specific207350
9EPI.salivary_intercalated_defense7.84Significant1.001.02Relevant81161
10T.CD4_cytotoxic7.42Significant1.76e-031.27Specific8551,493
11EPI.renal_distal_tubule7.29Significant1.001.01Relevant133361
12B.germinal_center6.37Significant0.031.76Specific233655
13B.memory5.96Significant8.27e-102.04Specific442882
14DC.cDC25.93Significant4.31e-112.78Specific1,1891,793
15CHOND.chondrocyte5.76Significant——Other519730
16T.CD8_transitional5.07Nominal3.44e-061.20Other497932
17PC.IgA_muocsal4.73Nominal0.751.07Other1831
18PC.IgG_systemic4.66Nominal0.750.82Other4160
19FIB.interstitial4.38Nominal1.55e-061.30Other288940
20FIB.barrier_secretory4.28Nominal0.951.08Other81228
21ILC2.innate_lymphoid_cell_23.90Nominal——Other20
22B.naive3.87Nominal1.000.02Other307595
23T.gamma_delta3.78Nominal0.421.07Other5881,078
24T.CD8_Trm3.69Nominal0.141.10Other211346
25ADIPO.adipocyte3.41Nominal——Other2062
26DC.pDC3.41Nominal1.000.57Other4961,028
27MONO.CD163.34Nominal7.84e-362.57Other1,3041,835
28EPI.salivary_duct_excretory3.33Nominal1.000.95Other85180
29EPI.alveolar_type_13.20Nominal1.000.98Other26101
30MAC.MDM2.97Nonsignificant9.71e-081.71Other623986
31T.CD4_Trm2.35Nonsignificant1.000.90Other176363
32FIB.perivascular_interface2.32Nonsignificant1.000.86Other00
33DC.cDC12.31Nonsignificant1.000.08Other55112
34THYMO.thymocyte2.08Nonsignificant——Other163495
35EPI.lung_club_secretory2.06Nonsignificant1.000.90Other514
36EPI.thymic_cortical2.05Nonsignificant1.000.98Other442824
37T.CD4_Tem1.98Nonsignificant1.000.81Other365697
38FIB.barrier_purinergic1.90Nonsignificant—0.06Other13
39MAC.resident_repair1.90Nonsignificant0.151.24Other7961,426
40MONO.CD141.73Nonsignificant1.000.06Other2,2944,139
41T.MAIT1.72Nonsignificant1.000.97Other469855
42FIB.lung_alveolar1.72Nonsignificant—0.27Other615
43EPI.thymic_medullary1.55Nonsignificant1.000.89Other26133
44EPI.renal_thick_ascending_limb1.54Nonsignificant1.000.92Other4531,153
45T.CD8_Tcm1.52Nonsignificant1.000.80Other460926
46MESO.mesothelial_cell1.51Nonsignificant——Other218
47FIB.tracheal_subepithelial1.49Nonsignificant—0.19Other00
48FIB.reticular1.42Nonsignificant1.000.75Other1987
49ASTRO.astrocyte1.39Nonsignificant——Other2281,111
50PERI.pericyte1.36Nonsignificant——Other1170
51ASPC.adipose_stem_and_progenitor_cell1.34Nonsignificant——Other324930
52MAC.LAM1.32Nonsignificant1.000.93Other9142,064
53FIB.skin_papillary1.32Nonsignificant—0.18Other00
54DC.mig1.22Nonsignificant—0.00Other89156
55EPI.renal_immature_ureteric_bud1.21Nonsignificant1.000.84Other217569
56MAC.alveolar1.01Nonsignificant1.000.67Other1,4323,122
57T.CD4_Treg0.95Nonsignificant1.000.63Other244511
58FIB.skin_tenogenic0.93Nonsignificant—0.05Other108227
59GRANU.MAST0.93Nonsignificant4.69e-041.97Other56
60T.CD4_Tfh0.91Nonsignificant1.000.63Other4745
61MUSC.muscle_stem_cell0.85Nonsignificant——Other418
62MAC.resident_iron0.80Nonsignificant1.000.53Other1621
63SMC.smooth_muscle_cell0.76Nonsignificant——Other20101
64MAC.proliferating0.76Nonsignificant1.000.67Other87253
65T.CD4_transitional0.72Nonsignificant1.000.59Other48110
66HPC.haematopoietic_progenitor_cell0.66Nonsignificant——Other211370
67FIB.skin_neurosecretory0.63Nonsignificant—0.00Other00
68T.CD4_Th170.60Nonsignificant1.000.50Other421794
69FIB.transitioning0.59Nonsignificant1.000.85Other172497
70EPI.renal_intercalated_cell_type_B0.53Nonsignificant—0.51Other67
71EPI.renal_intercalated_cell_type_A0.52Nonsignificant1.000.81Other67142
72EPI.tracheal_submucosal_gland0.48Nonsignificant—0.47Other00
73EPI.skin_hair_follicle_bulge0.47Nonsignificant1.000.79Other51178
74EPI.colonic_tuft0.45Nonsignificant—0.45Other724
75FIB.adventitial0.39Nonsignificant1.000.05Other2681,447
76SCHWN.schwann_cell0.38Nonsignificant——Other733
77FIB.skin_sheath0.36Nonsignificant1.000.35Other49118
78T.CD8_naive0.36Nonsignificant1.000.31Other317708
79EPI.tracheal_basal0.31Nonsignificant1.000.79Other3981,120
80EPI.tracheal_suprabasal0.30Nonsignificant1.000.81Other2956
81T.CD4_Tcm0.27Nonsignificant1.000.23Other494988
82EPI.gastric_foveolar0.26Nonsignificant—0.38Other00
83EC.liver_sinusoidal0.25Nonsignificant6.26e-041.26Other1,0831,925
84EPI.colonic_enteroendocrine0.21Nonsignificant—0.19Other11
85MAC.kupffer0.20Nonsignificant1.000.28Other189530
86T.CD4_naive0.18Nonsignificant1.000.02Other399866
87GRANU.neutrophil0.17Nonsignificant1.000.00Other1,2352,649
88EPI.pancreatic_islet0.17Nonsignificant1.000.71Other52132
89MG.microglia0.14Nonsignificant——Other490
90NEU.EXC_CT0.12Nonsignificant0.901.08Other362384
91EPI.renal_principal_cell0.12Nonsignificant1.000.68Other207403
92EPI.salivary_myoepithelial0.12Nonsignificant1.000.71Other191714
93T.CD4_Th20.10Nonsignificant—0.00Other12
94GRNLSA.granulosa_cell0.09Nonsignificant——Other2570
95EPI.lung_multiciliated0.08Nonsignificant1.000.67Other1649
96FIB.hepatic_stellate_cell0.07Nonsignificant—0.00Other64252
97EPI.skin_keratinocyte_progenitor0.07Nonsignificant—0.00Other03
98MAC.resident_cardiac0.06Nonsignificant1.000.03Other4851,074
99EPI.ectocervical_granular0.05Nonsignificant—0.00Other1123
100MEL.melanocyte0.05Nonsignificant——Other79242
101SKM.type_1_slow0.05Nonsignificant0.011.14Other9232,478
102EPI.esophageal_basal0.05Nonsignificant1.000.60Other410
103EPI.intrahepatic_cholangiocyte_defense0.04Nonsignificant—0.00Other813
104EC.capillary0.04Nonsignificant0.900.99Other5141,635
105EC.arterial0.04Nonsignificant0.091.07Other356885
106EPI.pancreatic_acinar0.03Nonsignificant1.000.58Other4291,475
107EPI.colonocyte0.03Nonsignificant1.000.67Other294815
108EPI.endocervical_secretory0.03Nonsignificant—0.00Other00
109EC.lymphatic0.03Nonsignificant0.901.00Other630998
110EPI.salivary_duct_ion_transport0.03Nonsignificant1.000.59Other511
111EC.venous0.02Nonsignificant1.000.87Other5161,387
112PLAT.platelet0.01Nonsignificant—0.00Other3853
113EPI.ileal_enterocyte_crypt0.01Nonsignificant1.000.57Other67113
114SKM.type_2_fast0.01Nonsignificant0.990.78Other9722,639
115EPI.pancreatic_ductal_bicarbonate9.57e-03Nonsignificant1.000.50Other131548
116EPI.ileal_goblet6.44e-03Nonsignificant1.000.44Other181432
117EPI.ileal_enterocyte_absorptive6.40e-03Nonsignificant1.000.50Other118338
118EPI.renal_proximal_tubule5.19e-03Nonsignificant1.000.44Other525806
119EPI.pancreatic_ductal_mucinous4.56e-03Nonsignificant1.000.66Other219430
120EPI.skin_follicular_keratinizing3.95e-03Nonsignificant1.000.43Other3081
121NEU.EXC_SYT23.34e-03Nonsignificant—0.52Other4077
122EC.heart_remodeling3.33e-03Nonsignificant1.000.68Other5691,594
123EPI.skin_sebaceous_duct_luminal2.92e-03Nonsignificant1.000.46Other100249
124EPI.esophageal_suprabasal2.64e-03Nonsignificant1.000.38Other158404
125EPI.ileal_bile_transport1.97e-03Nonsignificant1.000.35Other6193
126EPI.intrahepatic_cholangiocyte_transport1.92e-03Nonsignificant—0.00Other1242
127EPI.pancreatic_ductal_perivascular1.60e-03Nonsignificant1.000.35Other430
128EPI.pancreatic_ductal_progenitor1.41e-03Nonsignificant1.000.30Other234873
129EPI.extrahepatic_cholangiocyte1.22e-03Nonsignificant—0.00Other3771
130HEP.pericentral_lipoprotein1.13e-03Nonsignificant—2.58Other00
131EPI.hepatic_ductular_cholangiocyte9.85e-04Nonsignificant1.000.45Other83243
132EPI.cervical_suprabasal9.61e-04Nonsignificant—0.00Other1450
133IPSC.induced_pluripotent_stem_cell9.36e-04Nonsignificant——Other00
134EPI.skin_hair_follicle_companion9.02e-04Nonsignificant—0.00Other812
135NEU.INH_VIP8.78e-04Nonsignificant0.980.92Other241366
136NEU.EXC_IT7.59e-04Nonsignificant0.980.93Other411192
137EPI.skin_sweat_duct_keratinocyte7.09e-04Nonsignificant1.000.48Other146301
138EPI.skin_appendage_keratinocyte4.89e-04Nonsignificant1.000.25Other87222
139EPI.skin_keratinocyte_basal4.89e-04Nonsignificant—0.00Other1326
140CM.cardiomyocyte3.17e-04Nonsignificant——Other5242,032
141OPC.oligodendrocyte_precursor_cell3.13e-04Nonsignificant——Other4131,269
142OLG.oligodendrocyte2.20e-04Nonsignificant——Other3841,397
143EPI.bile_duct_cholangiocyte1.85e-04Nonsignificant1.000.25Other3760
144EPI.skin_interfollicular_spinous1.37e-04Nonsignificant1.000.12Other260563
145EPI.salivary_mucous_acinar1.08e-04Nonsignificant1.000.18Other6391,189
146NEU.INH_PVALB8.88e-05Nonsignificant0.980.77Other193183
147HEP.canalicular_transport3.98e-05Nonsignificant0.411.01Other1,2903,434
148NEU.INH_LAMP51.89e-05Nonsignificant0.980.74Other263532
149HEP.acute_phase1.08e-05Nonsignificant0.081.04Other1,4413,641
150HEP.periportal_metabolic6.56e-06Nonsignificant0.920.97Other1,7504,427
151EPI.skin_keratinocyte_proliferating2.36e-06Nonsignificant1.000.07Other4776
152NEU.EXC_NTNG15.32e-07Nonsignificant—0.00Other00

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1FIB.neurolectin_mucosa.inflammatory31.84Significant0.032.06Specific52110
2FIB.neurolectin_mucosa.axon_responsive26.48Significant0.201.44Relevant1010
3NK.adaptive_biosynthetic_primed21.73Significant0.201.61Specific244405
4NK.cytokine_vascular_patrolling20.87Significant0.261.39—86394
5NK.cytokine_axis_baseline20.83Significant0.021.62—1,172116
6NK.cytokine_quiescent20.63Significant0.501.26Specific6231,062
7EPI.alveolar_type_2.stress_response20.33Significant3.67e-062.73Specific6751,562
8NK.adaptive_axis_baseline20.27Significant0.501.22—1,008153
9NK.cytokine_repair_primed19.97Significant0.821.01—26611
10NK.cytokine_biosynthetic_primed19.82Significant0.821.03—36021
11NK.adaptive_classII_inhibitory19.80Significant0.201.58—880154
12NK.adaptive_adipose_stress19.62Significant0.820.99—37439
13NK.adaptive_HLAE_tuned19.51Significant0.631.13—1,124189
14MAC.microglia_like.phagocytic_redox18.99Significant—0.69—00
15T.CD8_Tem.TEMRA17.47Significant0.021.81Specific9201,088
16FIB.neurolectin_mucosa.remodeling_repair17.02Significant—0.00Relevant42
17T.CD8_Tem.motility_primed16.49Significant0.531.13—2694
18T.CD8_Tem.signaling_turnover16.48Significant0.061.62Relevant425683
19EPI.salivary_serous_acinar.secretory_active16.46Significant2.90e-153.14—24269
20T.CD8_Tem.early_helper_like16.29Significant0.061.54Specific445755
21NK.cytokine_lung_immediate_early15.92Significant1.000.42—424274
22NK.cytokine_tissue_activation14.94Significant1.000.45Relevant267450
23NK.adaptive_immature_precursor14.73Significant1.000.45—358111
24FIB.neurolectin_mucosa.nerve_interface14.43Significant—0.00Relevant40
25EPI.alveolar_type_2.baseline_surfactant14.39Significant0.990.56—649
26T.CD8_Tem.stress_adapted14.11Significant1.000.53Specific607520
27MAC.microglia_like.inflammatory_chemokine13.92Significant—0.00Relevant2032
28T.CD8_Tem.baseline12.19Significant1.000.15Specific458356
29FIB.suburothelial.homeostasis_matrix12.17Significant0.301.47Relevant258921
30EPI.renal_distal_tubule.ion_transport12.12Significant—1.16—00
31FIB.suburothelial.urothelial_interface11.09Significant0.301.29Relevant98
32EPI.alveolar_type_2.injury_primed10.69Significant0.990.26—434245
33B.germinal_center.LZ_survival10.18Significant—1.47—00
34NK.adaptive_terminal_cytotoxic10.04Significant1.000.28Relevant485802
35B.age_associated.activated9.82Significant—0.56Relevant1822
36FIB.suburothelial.contractile_myofibroblast9.24Significant—0.00—90
37T.CD4_cytotoxic.terminal_effector9.23Significant0.051.79—28621
38EPI.renal_distal_tubule.stress9.21Significant—0.46Relevant00
39ADIPO.inflammatory8.84Significant—1.59Relevant00
40T.CD4_cytotoxic.NK_adapted8.16Significant1.001.04—8233
41B.age_associated.naive_transitional8.13Significant—0.00—00
42EPI.salivary_intercalated_defense.canonical_antimicrobial8.03Significant0.081.73—1122
43B.age_associated.migratory7.87Significant0.640.80Relevant22
44EPI.salivary_intercalated_defense.inflammatory7.78Significant0.191.36Relevant152360
45T.CD8_transitional.effector_primed7.74Significant7.22e-061.97Specific435151
46CHOND.activated_fibro_like7.60Significant1.16e-031.96Specific531188
47FIB.suburothelial.inflammatory_prostanoid7.45Significant—0.00Relevant00
48DC.cDC2.antiviral7.33Significant0.131.66—10037
49NK.cytokine_tissue_resident7.20Significant1.000.12—7482
50T.CD8_transitional.stress6.97Significant—0.31Relevant2434
51B.memory.pDC_imprint6.95Significant0.941.11—157103
52B.germinal_center.LZ_selection6.77Significant—0.58—00
53DC.cDC2.tolerogenic_regulatory6.75Significant0.601.27—444
54T.CD4_Trm.metal_stress6.54Significant0.091.61Relevant3458
55EPI.salivary_intercalated_defense.basal_EMT6.49Significant—0.00—00
56B.germinal_center.DZ_S_phase6.41Significant—0.00—00
57DC.cDC2.adhesion_signaling6.40Significant0.880.93—359
58B.memory.baseline6.39Significant2.02e-031.86—47299
59T.CD4_cytotoxic.activated6.36Significant1.000.55Relevant31
60FIB.interstitial.stress_secretory6.34Significant0.111.61Relevant9256
61DC.cDC2.migratory6.17Significant0.880.93—18539
62CHOND.pro_inflammatory5.99Significant0.980.87Relevant181351
63EPI.renal_distal_tubule.repair5.84Significant—0.00Relevant34102
64B.germinal_center.LZ_memory_precursor5.83Significant—0.00Relevant00
65T.CD8_transitional.APC_like5.67Significant0.081.37Relevant20562
66EPI.renal_distal_tubule.immune_modulatory5.59Significant—0.00Relevant00
67MAC.microglia_like.patrolling_adhesive5.53Significant—0.00—00
68T.CD8_Tcm.NK_like5.52Significant1.22e-031.70Other334581
69T.gamma_delta.cytotoxic_effector5.48Nominal2.90e-062.20Other349109
70PC.IgA_muocsal.activated5.41Nominal0.051.52Other178
71B.memory.preactivated5.38Nominal0.940.94Other173174
72T.MAIT.stress5.36Nominal—2.23Other00
73FIB.interstitial.mesenchymal_APC5.32Nominal0.431.08Other8133
74PC.IgG_systemic.secretory5.23Nominal0.761.03Other00
75CHOND.remodeling5.13Nominal—0.00Other50
76B.memory.activated5.12Nominal0.990.42Other10529
77CHOND.angiogenic5.12Nominal—0.00Other00
78FIB.interstitial.lipid_matrix5.11Nominal0.401.13Other258191
79DC.cDC2.pro_inflammatory5.06Nominal1.000.50Other35
80EPI.salivary_duct_excretory.stress5.06Nominal0.021.89Other3368
81B.memory.migratory5.04Nominal0.990.53Other123208
82ASPC.signal_integrator4.98Nominal—1.89Other00
83ADIPO.immature4.96Nominal—0.42Other2440
84T.CD8_Trm.cytotoxic4.87Nominal3.20e-052.22Other16585
85PC.IgG_systemic.stress4.87Nominal—0.27Other15
86T.CD4_Tem.cytotoxic_effector4.85Nominal2.66e-121.95Other225398
87EPI.lung_club_secretory.inflammatory4.85Nominal—1.47Other00
88FIB.barrier_secretory.homeostasis4.70Nominal—0.17Other00
89PC.IgG_systemic.interacting4.69Nominal0.760.92Other00
90PC.IgA_muocsal.migratory4.66Nominal0.890.72Other41
91FIB.interstitial.mesenchymal_regulator4.56Nominal0.401.18Other44
92ILC2.quiescent4.52Nominal—0.80Other00
93T.CD8_transitional.Trm_primed4.51Nominal1.000.60Other10815
94B.naive.purinergic4.49Nominal0.071.53Other384820
95DC.cDC2.proliferative4.45Nominal—0.00Other3971
96T.CD8_Trm.muscosal_Tc174.40Nominal0.131.53Other1938
97T.CD4_cytotoxic.baseline4.35Nominal1.000.05Other00
98MONO.CD16.patrolling4.31Nominal1.78e-092.75Other797216
99ASPC.stem_like_progenitor4.30Nominal6.06e-071.97Other300842
100ILC2.activated4.26Nominal—0.23Other00
101B.naive.remodeling4.24Nominal0.901.05Other135230
102PC.IgA_muocsal.baseline4.20Nominal0.890.77Other35
103DC.cDC2.monocyte_like4.19Nominal1.000.14Other1,285791
104DC.cDC1.homeostatic_inhibitory4.18Nominal—1.21Other00
105FIB.interstitial.immune_interact4.18Nominal0.401.25Other121
106THYMO.DP_early_stress4.15Nominal—1.75Other00
107B.naive.activated3.96Nominal0.900.85Other77127
108T.CD4_cytotoxic.precursor3.96Nominal1.000.04Other15667
109NK.immature_bridge3.94Nominal1.000.00Other117122
110PC.IgG_systemic.metabolic3.94Nominal0.760.70Other4663
111B.naive.antigen_presenting_ready3.91Nominal0.900.96Other4873
112B.naive.proteostasis3.89Nominal0.900.98Other4969
113PC.IgA_muocsal.plasmablast3.86Nominal0.890.76Other54
114B.naive.receptor_recycle3.78Nominal0.900.74Other510
115FIB.barrier_purinergic.stress_GF_binding3.77Nominal—0.97Other00
116FIB.adventitial.activated_remodelling3.74Nominal—2.04Other141319
117FIB.barrier_secretory.remodeling3.71Nominal—0.00Other00
118B.naive.metabolic3.70Nominal0.900.86Other5079
119FIB.perivascular_interface.lipid_shuttle3.67Nominal—0.97Other51170
120EPI.alveolar_type_1.baseline3.66Nominal0.111.65Other80
121MAC.MDM.APC_dendritic3.66Nominal0.201.54Other4815
122T.gamma_delta.early_effector3.61Nominal0.920.91Other890
123ASTRO.A1_reactive3.57Nominal2.60e-041.70Other433394
124CHOND.articular_collagen3.56Nominal1.000.21Other551266
125DC.pDC.immature_metabolic3.49Nominal0.720.95Other78124
126T.CD8_Trm.inflammatory3.44Nominal0.791.01Other124176
127T.CD4_Trm.activated3.42Nominal0.231.43Other3226
128B.naive.baseline3.42Nominal0.900.73Other1013
129MESO.activated_stress3.40Nominal—0.28Other00
130DC.pDC.baseline3.37Nominal0.720.71Other88123
131DC.pDC.poised_migratory3.35Nominal0.721.19Other5495
132THYMO.SP_CD8_naive_stress3.20Nominal1.001.05Other11
133B.naive.restrained2.95Nonsignificant1.000.44Other183353
134MONO.CD16.baseline2.92Nonsignificant1.000.40Other501
135MAC.MDM.complement_resolving2.89Nonsignificant0.860.89Other440860
136MONO.CD16.inflammatory2.85Nonsignificant1.000.39Other1,640168
137T.CD8_Trm.homeostatic2.84Nonsignificant1.000.23Other425
138ILC2.migratory2.83Nonsignificant—0.00Other00
139T.CD8_transitional.early2.79Nonsignificant1.000.00Other32755
140THYMO.SP_CD8_naive2.76Nonsignificant1.36e-031.74Other297177
141MAC.MDM.inflammatory_phagocytic2.73Nonsignificant0.860.88Other19952
142FIB.interstitial.remodeling2.72Nonsignificant1.000.37Other319
143T.CD4_Trm.baseline2.72Nonsignificant0.581.09Other3121
144EPI.thymic_cortical.secretory_remodeling2.68Nonsignificant—0.58Other41
145EPI.renal_thick_ascending_limb.barrier_repair2.64Nonsignificant0.631.32Other141284
146THYMO.CD8aa_IELp2.64Nonsignificant—0.35Other17
147ASPC.inflammatory2.58Nonsignificant0.161.42Other2161
148EPI.salivary_duct_excretory.baseline2.55Nonsignificant1.000.00Other2357
149MONO.CD16.hepatic_mac_like2.53Nonsignificant1.000.50Other803117
150T.CD4_Trm.cytotoxic_effector2.51Nonsignificant0.231.25Other11877
151THYMO.DP_early2.49Nonsignificant1.001.02Other326313
152DC.cDC1.activated2.47Nonsignificant—0.32Other00
153B.germinal_center.DZ_M_phase2.45Nonsignificant—0.00Other00
154MAC.MDM.LAM_like2.42Nonsignificant0.950.48Other1214
155MAC.resident_repair.antigen_presenting2.38Nonsignificant0.191.56Other244113
156T.CD8_Trm.dendritic_recruiter2.33Nonsignificant1.000.21Other4785
157EPI.lung_club_secretory.canonical_surfactant2.31Nonsignificant—0.39Other74104
158EPI.thymic_medullary.canonical_alarmin2.30Nonsignificant0.301.54Other817
159MAC.resident_repair.stress_iron2.24Nonsignificant0.301.51Other4897
160EPI.renal_immature_ureteric_bud.defense_secretory2.24Nonsignificant0.331.21Other4576
161T.gamma_delta.central_memory2.24Nonsignificant1.000.00Other460919
162FIB.lung_alveolar.mito_secretory2.19Nonsignificant—0.48Other00
163T.CD4_Treg.tissue_effector2.08Nonsignificant0.021.63Other1613
164ASPC.activated2.06Nonsignificant0.101.34Other164162
165DC.cDC2.lipid_metabolic2.05Nonsignificant—0.00Other00
166THYMO.SP_CD4_naive2.05Nonsignificant1.000.72Other6575
167MAC.LAM.anti_inflammatory2.02Nonsignificant0.061.62Other86132
168MONO.CD14.remodeling1.99Nonsignificant0.241.29Other2,373295
169PERI.inflammatory1.94Nonsignificant0.111.32Other4077
170FIB.reticular.ECM_builder1.94Nonsignificant—0.42Other00
171MESO.secretory_structural1.89Nonsignificant—0.51Other00
172EPI.renal_distal_tubule.ciliated_remodelling1.87Nonsignificant—0.00Other00
173EPI.thymic_cortical.baseline1.86Nonsignificant0.241.39Other185386
174MONO.CD14.repair_M2_like1.86Nonsignificant0.281.34Other5501,495
175T.CD8_Tcm.effector_bias1.85Nonsignificant0.571.16Other199329
176SCHWN.reactive_inflammatory1.83Nonsignificant—1.14Other00
177T.MAIT.early_activation1.80Nonsignificant0.831.08Other574
178EPI.renal_thick_ascending_limb.canonical_salt_transporter1.78Nonsignificant0.631.18Other322317
179DC.cDC1.cross_presenting1.78Nonsignificant—0.00Other00
180MAC.resident_repair.chemokine_angiocrine1.77Nonsignificant0.920.86Other87138
181MONO.CD14.baseline1.75Nonsignificant0.281.14Other2,26876
182ADIPO.hypoxia_remodelling1.75Nonsignificant—0.00Other29105
183ASTRO.stress_acute1.72Nonsignificant1.001.22Other6056
184EPI.thymic_cortical.Notch_interface1.72Nonsignificant—0.00Other82137
185T.MAIT.vesicle1.71Nonsignificant0.831.19Other3765
186PERI.cardiac_skeletal1.69Nonsignificant4.31e-051.70Other313630
187MAC.resident_repair.lipid_phagocytic1.66Nonsignificant0.920.66Other228604
188HPC.GMP_inflammatory1.65Nonsignificant6.15e-031.49Other2010
189T.MAIT.cytotoxic1.64Nonsignificant0.831.29Other5215
190MAC.resident_repair.ECM_stromal_crosstalk1.62Nonsignificant0.920.58Other95158
191MONO.CD14.APC_like1.62Nonsignificant1.000.65Other1,6862,493
192T.MAIT.MAPK_brake1.61Nonsignificant0.830.89Other4466
193T.MAIT.quiescent1.61Nonsignificant0.830.64Other1005
194FIB.reticular.stress_metallothionein1.58Nonsignificant—0.34Other332
195T.MAIT.migratory1.55Nonsignificant0.830.70Other101
196T.CD4_Trm.helper_like1.53Nonsignificant1.000.74Other84147
197FIB.perivascular_interface.vasomotor_tone1.49Nonsignificant—0.00Other00
198FIB.tracheal_subepithelial.baseline1.49Nonsignificant—0.00Other00
199MAC.alveolar.capillary_interacting1.49Nonsignificant0.181.73Other113181
200MESO.antiviral1.48Nonsignificant—0.16Other38
201MAC.proliferating.stress1.46Nonsignificant—0.57Other87136
202MONO.CD16.platelet_bound1.45Nonsignificant1.000.02Other372508
203FIB.reticular.immune_interface1.43Nonsignificant—0.00Other16
204FIB.transitioning.motility_remodelling1.42Nonsignificant—0.96Other00
205MAC.alveolar.lipid_autophagy1.41Nonsignificant—0.74Other3544
206T.CD4_Tfh.canonical_GC_helper1.40Nonsignificant0.111.60Other12
207DC.cDC1.proliferative1.38Nonsignificant—0.00Other00
208FIB.perivascular_interface.vascular_BM_remodelling1.37Nonsignificant—0.00Other00
209ASPC.baseline1.37Nonsignificant1.001.03Other363170
210MAC.LAM.inflammatory_APC1.34Nonsignificant0.941.07Other872165
211T.CD8_Tcm.baseline1.33Nonsignificant0.940.86Other9089
212FIB.skin_papillary.baseline1.32Nonsignificant—0.00Other00
213EPI.renal_thick_ascending_limb.cation_flux1.29Nonsignificant0.631.09Other5795
214SMC.activated1.28Nonsignificant0.051.38Other25
215MAC.LAM.antimicrobial1.27Nonsignificant0.940.83Other38993
216ASTRO.A2_reactive1.26Nonsignificant1.001.03Other1037
217T.CD8_Tcm.gut_homing1.26Nonsignificant0.940.93Other380112
218DC.mig.baseline1.22Nonsignificant—0.00Other10
219FIB.reticular.stromal_niche1.20Nonsignificant0.900.51Other00
220EPI.thymic_medullary.stress_APC1.18Nonsignificant0.870.39Other24
221MAC.LAM.lipid_phagocytosis1.16Nonsignificant0.940.81Other369328
222DC.cDC1.baseline1.15Nonsignificant—0.00Other00
223EPI.thymic_medullary.hormone_xeno_barrier1.14Nonsignificant—0.03Other08
224ASPC.preadipocyte_lipid_primed1.12Nonsignificant1.000.79Other331129
225GRANU.MAST.activated_repair1.12Nonsignificant—0.40Other01
226FIB.lung_alveolar.stress_interacting1.08Nonsignificant—0.00Other00
227ASPC.secretory1.06Nonsignificant1.000.72Other765
228T.CD4_Trm.central_like1.05Nonsignificant1.000.73Other3831
229T.CD4_Tem.transitional_CM1.04Nonsignificant1.000.52Other3120
230MONO.CD14.inflammatory1.04Nonsignificant1.000.27Other92134
231MUSC.activated_migratory1.02Nonsignificant0.321.58Other67
232T.CD4_Tem.inflammatory1.01Nonsignificant1.000.49Other286
233EPI.renal_thick_ascending_limb.remodeling1.01Nonsignificant0.990.71Other15292
234ASTRO.stress_mito0.99Nonsignificant1.000.90Other47110
235MAC.alveolar.inflammatory0.97Nonsignificant0.830.91Other208312
236MESO.baseline0.97Nonsignificant0.840.73Other06
237FIB.skin_tenogenic.baseline0.93Nonsignificant—0.00Other02
238MAC.resident_iron.stress_tolerogenic0.93Nonsignificant—0.44Other00
239MAC.resident_iron.APC_iron_sensing0.93Nonsignificant0.121.62Other211114
240MAC.alveolar.stress_metabolic0.90Nonsignificant0.830.67Other116148
241T.CD4_transitional.primed_cytotoxic0.90Nonsignificant0.591.40Other2830
242MUSC.baseline0.90Nonsignificant0.930.64Other00
243ASTRO.immature_lipid0.89Nonsignificant1.000.63Other23113
244ASTRO.synaptic_interaction0.89Nonsignificant1.000.88Other76334
245T.CD4_Treg.central_naive_like0.87Nonsignificant0.960.81Other33345
246MONO.CD14.cord_tolerance0.86Nonsignificant1.000.07Other864753
247ASTRO.neuromodulatory0.86Nonsignificant1.000.57Other34172
248MESO.activated_migratory0.86Nonsignificant—0.00Other00
249EPI.renal_immature_ureteric_bud.osmoprotective0.85Nonsignificant0.830.81Other12644
250PERI.angiocrine0.84Nonsignificant1.000.48Other93102
251GRANU.MAST.activated_acute0.84Nonsignificant—0.00Other00
252T.CD4_Tfh.suppression_exhaustion0.84Nonsignificant0.651.18Other02
253EC.liver_sinusoidal.secretory_lipoprotein0.83Nonsignificant8.77e-071.39Other12070
254MUSC.quiescent_reservoir0.83Nonsignificant0.930.86Other28
255T.CD4_Trm.stress_adaptive0.82Nonsignificant1.000.16Other822
256T.CD4_Tfh.precursor_migratory0.82Nonsignificant0.830.75Other7227
257EPI.renal_thick_ascending_limb.salt_sensing0.81Nonsignificant0.990.29Other73103
258T.CD4_Th17.cytotoxic0.80Nonsignificant0.401.32Other332123
259FIB.adventitial.inflammatory_activated0.80Nonsignificant0.021.37Other100473
260MAC.alveolar.biosynthetic_sterol_heme0.79Nonsignificant0.830.62Other34740
261EPI.tracheal_submucosal_gland.ductal_luminal0.76Nonsignificant—0.73Other00
262FIB.transitioning.ISG_primed_interface0.74Nonsignificant—0.00Other1780
263T.CD4_Th17.migratory0.74Nonsignificant0.671.05Other1323
264T.CD4_Tfh.effector_migratory0.73Nonsignificant0.830.68Other12257
265T.CD4_naive.gut_prone0.73Nonsignificant0.041.65Other3570
266T.CD4_transitional.baseline0.73Nonsignificant0.821.13Other5997
267T.CD4_Treg.APC_interactive0.73Nonsignificant0.960.61Other11828
268T.CD4_Treg.Tr1_like0.73Nonsignificant—0.00Other88
269EPI.lung_club_secretory.ciliogenesis_primed0.72Nonsignificant—0.00Other00
270MAC.LAM.perivascular_angiocrine0.71Nonsignificant—0.00Other53138
271MAC.resident_iron.heme_catabolism0.70Nonsignificant0.781.00Other3051
272ASPC.niche_keeping_progenitor0.69Nonsignificant1.000.28Other52219
273GRANU.MAST.resting_granule0.69Nonsignificant—0.00Other00
274T.CD4_Tem.long_term_memory0.68Nonsignificant1.008.98e-03Other314587
275T.CD4_transitional.primed_helper_effector0.68Nonsignificant0.840.86Other1943
276THYMO.SP_CD8_transitional0.68Nonsignificant1.000.39Other3275
277MAC.kupffer.metabolic0.67Nonsignificant—1.29Other2536
278EPI.tracheal_suprabasal.secretory_immune0.67Nonsignificant—0.90Other00
279MAC.LAM.lipid_opsonization0.67Nonsignificant1.000.16Other4514
280SMC.metabolic0.66Nonsignificant0.700.91Other1440
281HPC.MEP0.65Nonsignificant0.521.06Other5991,195
282T.CD4_transitional.tissue_enagement0.65Nonsignificant0.840.84Other511
283MONO.CD14.platelet_bound0.65Nonsignificant1.000.02Other964176
284ASPC.mesothelial_like0.65Nonsignificant1.000.64Other143486
285MAC.resident_iron.heme_recycling0.65Nonsignificant—0.00Other3037
286MUSC.early_activation0.64Nonsignificant0.930.35Other432
287EPI.renal_intercalated_cell_type_A.acid_secretion0.64Nonsignificant6.80e-031.92Other126
288FIB.skin_neurosecretory.baseline0.63Nonsignificant—0.00Other00
289T.CD8_naive.mito_proteostasis0.63Nonsignificant0.031.71Other428100
290EPI.colonic_tuft.homeostatic0.61Nonsignificant—0.00Other00
291EPI.colonic_enteroendocrine.progenitor0.60Nonsignificant—0.97Other00
292FIB.skin_sheath.ECM_immune0.59Nonsignificant—0.00Other00
293MAC.alveolar.scavenging_endocytic0.58Nonsignificant—0.00Other140283
294FIB.adventitial.adhesion_lipid0.58Nonsignificant0.561.22Other58209
295T.CD8_naive.effector_transition0.58Nonsignificant0.031.57Other3562
296THYMO.DN_preTCR0.57Nonsignificant1.000.33Other4171
297HPC.MPP_IEG0.57Nonsignificant0.291.22Other4546
298EPI.thymic_medullary.proliferative_APC0.56Nonsignificant—0.00Other00
299MAC.resident_iron.redox_metabolic0.55Nonsignificant0.980.31Other44
300ASTRO.hypoxia_angiogenic0.54Nonsignificant1.000.40Other518
301EPI.renal_intercalated_cell_type_B.baseline0.53Nonsignificant—0.00Other31
302EPI.skin_hair_follicle_bulge.quiescent0.53Nonsignificant0.101.57Other5669
303T.CD4_transitional.APC_interacting0.53Nonsignificant0.930.41Other1014
304ASTRO.homeostatic0.52Nonsignificant1.000.23Other200431
305T.CD4_Tcm.effector_like0.49Nonsignificant6.60e-031.68Other293533
306FIB.adventitial.PI16_matrix0.49Nonsignificant0.851.07Other7090
307SMC.contractile0.45Nonsignificant0.661.03Other80588
308EPI.skin_hair_follicle_bulge.niche_crosstalk0.45Nonsignificant—0.00Other2988
309T.CD8_naive.nfkb_related0.44Nonsignificant0.191.50Other10
310T.CD4_Th17.baseline0.43Nonsignificant1.000.36Other515
311MAC.proliferating.DNA_replication0.42Nonsignificant0.960.39Other36
312FIB.barrier_purinergic.lipid_secretory0.41Nonsignificant—0.00Other00
313T.CD4_naive.proteostasis0.40Nonsignificant1.92e-031.72Other149
314EPI.pancreatic_islet.alpha0.39Nonsignificant—0.67Other152330
315T.CD4_Tcm.migratory_cilium0.38Nonsignificant0.861.17Other510
316MAC.kupffer.inflammatory0.38Nonsignificant—0.66Other74
317NEU.EXC_CT.Ca2_sensor0.38Nonsignificant—1.16Other00
318T.CD8_naive.vesicle_secretory0.38Nonsignificant0.511.18Other420
319T.CD8_naive.lipid_synthesis0.37Nonsignificant0.581.09Other64
320T.CD8_naive.cytokine_dampened0.37Nonsignificant0.511.12Other714
321PERI.baseline0.37Nonsignificant1.000.01Other3966
322GRNLSA.stress_metabolic0.36Nonsignificant—0.83Other12
323EPI.salivary_serous_acinar.quiescent0.36Nonsignificant1.000.06Other178493
324T.CD4_Tcm.APC_mimicry0.35Nonsignificant0.861.07Other5443
325ADIPO.thermogenic0.34Nonsignificant—0.00Other00
326GRNLSA.EMT_insulin_signaling0.34Nonsignificant0.481.24Other4784
327T.CD8_naive.baseline0.33Nonsignificant1.000.76Other1422
328EPI.tracheal_basal.homeostatic_progenitor0.32Nonsignificant0.510.97Other28574
329ASPC.proliferative0.31Nonsignificant1.000.67Other3385
330FIB.skin_sheath.stress_chaperone0.31Nonsignificant—0.00Other00
331T.CD4_Tcm.tissue_homing0.31Nonsignificant0.861.12Other7846
332T.CD8_naive.innate_like0.30Nonsignificant0.900.82Other101
333T.CD4_Tcm.Tfh_like0.30Nonsignificant0.861.08Other102214
334HPC.GMP_granulocytic0.30Nonsignificant—0.00Other33
335EC.liver_sinusoidal.stress0.29Nonsignificant—0.44Other413158
336HPC.LMPP0.29Nonsignificant0.980.56Other6531
337EPI.colonic_tuft.activated0.29Nonsignificant—0.00Other00
338T.CD4_Tcm.synapse_dynamics0.29Nonsignificant1.000.89Other1510
339T.CD4_naive.proteostasis_mitoprot0.29Nonsignificant0.291.38Other1537
340T.CD4_Tcm.stress0.28Nonsignificant0.861.13Other511
341EPI.tracheal_basal.activated_stress0.28Nonsignificant0.511.01Other320
342MAC.resident_cardiac.inflammatory_reparative0.28Nonsignificant0.441.34Other3196
343NEU.EXC_CT.remodeling0.27Nonsignificant—0.91Other231
344T.CD4_Tcm.imprinted_splicing0.27Nonsignificant1.000.76Other617
345EPI.gastric_foveolar.baseline0.26Nonsignificant—0.00Other00
346EPI.renal_principal_cell.canonical_vasopressin0.25Nonsignificant0.571.34Other20
347T.CD4_naive.resist_bystander0.25Nonsignificant0.301.28Other4025
348T.CD8_Tcm.helper_like0.25Nonsignificant1.000.03Other81159
349T.CD4_Tcm.DC_interact0.24Nonsignificant1.000.97Other7232
350T.CD4_Tcm.secretory0.24Nonsignificant1.000.87Other2011
351T.CD4_Tcm.regulatory_poised0.24Nonsignificant0.861.27Other23
352GRANU.neutrophil.primed_degranulation0.23Nonsignificant—0.26Other00
353T.CD4_Tcm.RNA_control0.23Nonsignificant1.000.59Other964
354EPI.salivary_myoepithelial.contractile_repair0.22Nonsignificant—0.96Other39
355T.CD4_Tcm.retro_ZNF1170.21Nonsignificant1.000.88Other59
356EPI.alveolar_type_1.activated0.21Nonsignificant—0.00Other00
357FIB.transitioning.matrix_stress0.21Nonsignificant—0.00Other47138
358FIB.skin_sheath.neuro_vascular_interface0.21Nonsignificant—6.94e-17Other00
359T.CD4_naive.survival_neddylation0.20Nonsignificant0.461.19Other2638
360EPI.tracheal_submucosal_gland.acinar_serous0.20Nonsignificant—0.00Other00
361SKM.type_1_slow.glycolytic0.20Nonsignificant1.94e-051.25Other362647
362T.CD8_naive.splicing_enriched0.19Nonsignificant1.000.20Other12016
363HPC.CLP_B_primed0.19Nonsignificant—0.03Other00
364ASPC.adipocyte_capillary_interface0.19Nonsignificant1.000.07Other2154
365THYMO.proliferative_G2M0.18Nonsignificant—0.00Other164413
366EPI.renal_principal_cell.inflammatory0.18Nonsignificant0.571.25Other74157
367T.CD4_Tcm.baseline0.18Nonsignificant1.000.61Other6131
368EC.capillary.stress0.17Nonsignificant0.031.27Other4436
369T.CD4_naive.neddylation0.17Nonsignificant0.910.93Other104222
370T.CD4_naive.purinergic0.17Nonsignificant0.910.97Other491
371T.CD4_Th2.precursor0.17Nonsignificant—0.48Other00
372T.CD4_naive.survival0.17Nonsignificant0.461.22Other1217
373FIB.adventitial.complement_angiocrine0.17Nonsignificant1.000.53Other153684
374T.CD4_naive.homeostatic0.17Nonsignificant0.910.96Other215108
375T.CD4_naive.mature_mitoprot0.17Nonsignificant1.000.82Other212476
376GRANU.neutrophil.antiviral_endotoxin0.16Nonsignificant—0.00Other00
377EPI.lung_club_secretory.ciliogenesis_axoneme0.16Nonsignificant—0.00Other00
378FIB.transitioning.secretory_procollagen0.16Nonsignificant—0.12Other00
379MG.baseline0.15Nonsignificant0.121.25Other165
380EPI.ectocervical_granular.immune_interact0.15Nonsignificant—1.15Other00
381MG.expanding0.15Nonsignificant0.690.92Other21
382THYMO.proliferative_S0.15Nonsignificant1.000.05Other163418
383T.CD4_naive.mature0.15Nonsignificant1.000.82Other211100
384T.CD4_naive.Treg_like0.15Nonsignificant0.910.94Other12172
385T.CD4_naive.neddylation_mitoprot0.14Nonsignificant0.910.98Other9356
386EC.capillary.activated0.14Nonsignificant0.501.25Other25
387SCHWN.translation_boost0.14Nonsignificant—0.27Other81
388EC.lymphatic.valve0.13Nonsignificant—1.70Other00
389FIB.adventitial.mechano_chemo_sensing0.13Nonsignificant1.000.62Other135524
390T.CD4_naive.survival_mitoprot0.13Nonsignificant1.000.64Other137
391EPI.renal_intercalated_cell_type_A.PC_transitional0.13Nonsignificant—0.00Other203407
392EC.liver_sinusoidal.inflammatory0.12Nonsignificant—0.00Other223154
393FIB.adventitial.baseline0.12Nonsignificant1.000.38Other157278
394MEL.dedifferentiated_migratory0.12Nonsignificant—0.99Other00
395EPI.salivary_myoepithelial.activated0.12Nonsignificant0.841.24Other85281
396MG.phagocytic_APC0.12Nonsignificant0.441.09Other258
397EPI.salivary_myoepithelial.baseline0.12Nonsignificant0.870.93Other42141
398T.CD4_Tcm.crosstalk_myeloid0.11Nonsignificant1.000.38Other54
399GRANU.neutrophil.tissue_patrolling0.11Nonsignificant—0.00Other00
400EC.arterial.inflammatory0.10Nonsignificant0.131.21Other6350
401EPI.renal_principal_cell.injury_repair0.10Nonsignificant0.880.84Other269
402EPI.lung_multiciliated.stress0.10Nonsignificant—0.77Other67165
403EPI.pancreatic_acinar.stress0.09Nonsignificant0.081.47Other2828
404EPI.skin_keratinocyte_progenitor.activated_stress0.09Nonsignificant—0.38Other00
405EPI.intrahepatic_cholangiocyte_defense.raft_maturation0.09Nonsignificant—0.73Other00
406EC.venous.activated0.09Nonsignificant0.361.13Other247752
407MAC.kupffer.stress0.09Nonsignificant0.890.66Other93
408FIB.adventitial.mito_secretory0.09Nonsignificant1.000.36Other217
409EPI.colonocyte.goblet_interface0.09Nonsignificant—1.06Other1121
410FIB.hepatic_stellate_cell.contractile0.09Nonsignificant—1.15Other00
411EC.arterial.elastic0.08Nonsignificant0.531.07Other2245
412GRNLSA.cholesterol_mevalonate0.08Nonsignificant0.911.05Other94
413EPI.skin_hair_follicle_bulge.anagen_growth0.08Nonsignificant—0.00Other00
414EPI.salivary_myoepithelial.junctional_transport0.08Nonsignificant0.950.30Other66121
415FIB.hepatic_stellate_cell.inflammatory0.07Nonsignificant—0.00Other00
416EPI.ectocervical_granular.secretory_apocrine0.07Nonsignificant—0.32Other00
417EPI.lung_multiciliated.baseline0.07Nonsignificant—0.00Other07
418IPSC.endoderm_primed0.07Nonsignificant0.311.18Other00
419MEL.mature_oxidative_traffic0.06Nonsignificant0.531.17Other247285
420EPI.pancreatic_ductal_bicarbonate.stress0.06Nonsignificant—1.48Other1233
421EPI.renal_principal_cell.activated_acute0.06Nonsignificant0.880.90Other2959
422GRNLSA.chemokine_mechanosensory0.06Nonsignificant0.910.99Other10
423FIB.hepatic_stellate_cell.fibrogenic0.06Nonsignificant—0.00Other00
424EPI.colonocyte.distal_absorptive0.06Nonsignificant—1.68Other00
425EPI.colonocyte.crypt_progenitor0.06Nonsignificant0.401.13Other115265
426GRNLSA.lipid_hypoxia0.06Nonsignificant0.911.03Other280
427EPI.esophageal_basal.activated_progenitor0.06Nonsignificant0.101.69Other10
428MAC.kupffer.monocyte_like0.05Nonsignificant—0.00Other00
429T.CD4_Tcm.Th2_like0.05Nonsignificant1.000.07Other2355
430EC.arterial.metabolic0.05Nonsignificant0.331.11Other195159
431ASPC.remodeling0.05Nonsignificant1.000.00Other106354
432EC.capillary.inflammatory0.05Nonsignificant1.001.01Other2751
433EPI.ileal_goblet.immature0.05Nonsignificant—0.43Other00
434EPI.endocervical_secretory.secretory_translocon0.05Nonsignificant—0.67Other00
435EC.lymphatic.activated0.04Nonsignificant0.981.01Other4773
436EC.lymphatic.tip_migratory0.04Nonsignificant0.981.10Other2337
437MAC.resident_cardiac.phagocytic_homeostasis0.04Nonsignificant0.950.76Other5641,221
438EPI.pancreatic_acinar.baseline0.04Nonsignificant0.711.10Other274163
439EPI.pancreatic_ductal_bicarbonate.inflammatory0.04Nonsignificant0.361.36Other1432
440EPI.renal_principal_cell.intercalated_like0.04Nonsignificant0.980.37Other6366
441EPI.pancreatic_acinar.adhesion_remodeling0.04Nonsignificant0.681.25Other210784
442MEL.secretory_quiescent0.04Nonsignificant1.000.82Other1913
443EPI.ectocervical_granular.inflammatory0.04Nonsignificant—0.00Other00
444EPI.tracheal_suprabasal.transitional_wound0.04Nonsignificant—0.00Other161
445EC.arterial.homeostatic0.04Nonsignificant0.971.00Other243
446EPI.lung_multiciliated.mature_motile_cilia0.03Nonsignificant—0.00Other00
447EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit0.03Nonsignificant—1.27Other00
448EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.03Nonsignificant—0.00Other00
449EPI.salivary_duct_ion_transport.baseline0.03Nonsignificant——Other00
450MEL.neurotrophic_migratory0.03Nonsignificant—0.15Other00
451EPI.ileal_enterocyte_crypt.baseline0.03Nonsignificant0.191.28Other116
452EC.arterial.mito_contact0.02Nonsignificant0.970.92Other145
453EPI.pancreatic_islet.beta0.02Nonsignificant0.890.72Other4257
454EPI.pancreatic_acinar.metabolic_onecarbon0.02Nonsignificant0.801.01Other287328
455PLAT.adhesion0.02Nonsignificant—0.48Other00
456MAC.resident_cardiac.antigen_presenting0.02Nonsignificant0.950.88Other5227
457EPI.colonic_enteroendocrine.Lcell_peptide0.02Nonsignificant—0.00Other00
458EC.lymphatic.baseline0.02Nonsignificant0.980.90Other3872
459EC.capillary.baseline0.02Nonsignificant1.000.76Other246560
460EC.capillary.angiocrine0.02Nonsignificant1.000.89Other250630
461EC.arterial.arteriole_interface0.02Nonsignificant0.970.85Other3112
462SKM.type_2_fast.oxidative_IIa0.02Nonsignificant1.93e-031.27Other94656
463EC.arterial.arteriole_gas_exchange0.02Nonsignificant0.970.91Other238131
464EPI.esophageal_basal.junctional_barrier0.02Nonsignificant—0.00Other00
465EC.venous.adipose_lipid0.01Nonsignificant1.000.99Other254476
466EC.capillary.angiogenic_tip0.01Nonsignificant1.000.87Other186218
467EC.capillary.migratory0.01Nonsignificant1.000.91Other181509
468EPI.ileal_enterocyte_absorptive.villus_tip0.01Nonsignificant5.97e-041.41Other43
469MAC.kupffer.fibrogenic0.01Nonsignificant—0.00Other00
470EPI.ileal_enterocyte_crypt.secretory_precursor0.01Nonsignificant—0.35Other00
471EPI.colonocyte.ionocyte_BEST40.01Nonsignificant0.601.22Other103188
472EPI.ileal_enterocyte_crypt.proliferative_S0.01Nonsignificant0.381.24Other42
473GRNLSA.proliferative_migratory9.67e-03Nonsignificant0.980.85Other248292
474SCHWN.axon_contact_cardiac9.45e-03Nonsignificant0.990.23Other1863
475EC.venous.cardiac_structural9.37e-03Nonsignificant0.601.17Other102229
476MAC.kupffer.tolerogenic9.13e-03Nonsignificant—0.00Other4549
477EC.capillary.postcap_venule8.81e-03Nonsignificant1.000.73Other355261
478EC.venous.baseline8.64e-03Nonsignificant1.000.76Other346807
479EPI.renal_proximal_tubule.onecarbon_peroxisome8.33e-03Nonsignificant3.51e-041.99Other5889
480EPI.skin_sebaceous_duct_luminal.ECM_remodelling8.08e-03Nonsignificant0.031.35Other29
481T.CD4_Th2.tissue_adapted7.81e-03Nonsignificant—0.00Other00
482EC.heart_remodeling.perivascular7.26e-03Nonsignificant0.761.06Other124408
483NEU.EXC_CT.Ca2_signaling7.13e-03Nonsignificant—0.00Other6817
484EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling6.47e-03Nonsignificant—1.15Other00
485EPI.skin_follicular_keratinizing.transit_amplifying6.24e-03Nonsignificant—0.44Other2149
486MEL.stress_glucocorticoid6.24e-03Nonsignificant1.000.37Other1134
487EC.arterial.ion_pump5.67e-03Nonsignificant0.970.93Other32
488GRNLSA.p53_damage5.57e-03Nonsignificant—0.00Other1310
489EPI.ileal_enterocyte_crypt.bile_transport5.47e-03Nonsignificant0.601.03Other20
490EPI.skin_sweat_duct_keratinocyte.barrier5.43e-03Nonsignificant—0.86Other00
491NEU.EXC_SYT2.synaptic5.42e-03Nonsignificant—0.48Other00
492EPI.hepatic_ductular_cholangiocyte.barrier_chemokine5.12e-03Nonsignificant—1.19Other69
493EPI.pancreatic_ductal_bicarbonate.baseline4.89e-03Nonsignificant1.000.98Other1142
494NEU.INH_VIP.matrix4.83e-03Nonsignificant—1.31Other2477
495NEU.INH_VIP.LAMP5_hybrid4.41e-03Nonsignificant—1.37Other19
496EC.heart_remodeling.angiocrine4.31e-03Nonsignificant0.091.15Other182525
497NEU.EXC_CT.projector4.07e-03Nonsignificant1.000.12Other8726
498EC.venous.quiescent_homeostatic4.04e-03Nonsignificant1.000.81Other456360
499EPI.skin_follicular_keratinizing.root_infundibulum3.90e-03Nonsignificant—0.00Other00
500SKM.type_1_slow.contractile3.68e-03Nonsignificant1.000.50Other5968
501EPI.esophageal_suprabasal.basal_transitional3.53e-03Nonsignificant0.401.11Other4467
502EPI.esophageal_suprabasal.differentiating_keratin3.16e-03Nonsignificant0.401.06Other13161
503NEU.EXC_IT.structural3.12e-03Nonsignificant0.411.10Other17141
504EPI.ileal_bile_transport.detox_transcytosis3.02e-03Nonsignificant—0.45Other01
505EPI.renal_proximal_tubule.detox_antioxidant2.91e-03Nonsignificant0.970.26Other39477
506IPSC.stress2.46e-03Nonsignificant0.311.10Other00
507EPI.ileal_goblet.baseline2.42e-03Nonsignificant0.510.84Other162
508EPI.extrahepatic_cholangiocyte.barrier_interface2.40e-03Nonsignificant—0.00Other00
509EPI.skin_follicular_keratinizing.upper_infundibulum2.15e-03Nonsignificant—0.00Other82
510CM.contractile_oxphos2.13e-03Nonsignificant0.981.08Other619
511EPI.pancreatic_ductal_perivascular.baseline2.11e-03Nonsignificant0.151.48Other15
512EC.heart_remodeling.remodeling_stalk2.02e-03Nonsignificant0.761.02Other33111
513EPI.ileal_goblet.inflammatory_mucin1.96e-03Nonsignificant0.510.97Other69
514EPI.pancreatic_ductal_progenitor.ciliated_transport1.63e-03Nonsignificant—0.00Other105368
515EPI.pancreatic_islet.delta1.62e-03Nonsignificant—0.00Other00
516EPI.colonocyte.proximal_transport1.61e-03Nonsignificant0.990.85Other2412
517EPI.ileal_bile_transport.absorptive_xenobiotic1.61e-03Nonsignificant0.870.54Other1112
518SKM.type_1_slow.oxidative1.61e-03Nonsignificant1.000.13Other802251
519EPI.pancreatic_acinar.quiet_dedifferentiation1.61e-03Nonsignificant1.000.28Other142171
520HEP.pericentral_lipoprotein.ApoB_coagulation1.60e-03Nonsignificant—0.67Other00
521EPI.cervical_suprabasal.inflammatory_repair1.59e-03Nonsignificant—0.00Other00
522EPI.pancreatic_ductal_progenitor.baseline1.52e-03Nonsignificant0.551.02Other179702
523EC.venous.remodeling_stalk1.51e-03Nonsignificant1.000.74Other559566
524EPI.skin_appendage_keratinocyte.transit_amplifying1.49e-03Nonsignificant—0.00Other109358
525SKM.type_2_fast.glycolytic_IIx_IIb1.49e-03Nonsignificant1.000.33Other5651,482
526EPI.skin_hair_follicle_companion.bulge_anchor_signaling1.47e-03Nonsignificant—0.97Other00
527EPI.ileal_goblet.stress_metallothionein1.36e-03Nonsignificant—0.00Other411
528IPSC.neuroendocrine_primed1.31e-03Nonsignificant—1.93Other00
529EC.heart_remodeling.remodeling_secretory1.30e-03Nonsignificant0.761.03Other6051,341
530EPI.ileal_enterocyte_crypt.proliferative_G2M1.22e-03Nonsignificant—0.00Other1954
531EPI.colonocyte.secretory_boost1.20e-03Nonsignificant0.990.89Other9891
532OLG.stress1.17e-03Nonsignificant0.421.13Other2328
533EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro1.14e-03Nonsignificant—0.37Other00
534NEU.EXC_IT.transitional9.30e-04Nonsignificant0.411.13Other237142
535EPI.skin_hair_follicle_companion.activated_migratory9.28e-04Nonsignificant—0.00Other00
536EPI.pancreatic_ductal_bicarbonate.junctional_remodel9.23e-04Nonsignificant—0.14Other49237
537EPI.pancreatic_ductal_progenitor.ADM_like8.91e-04Nonsignificant—0.05Other00
538EPI.skin_keratinocyte_basal.basement_anchoring8.39e-04Nonsignificant—0.97Other00
539EPI.pancreatic_ductal_perivascular.protective_antioxidant8.02e-04Nonsignificant—0.00Other1169
540EPI.pancreatic_acinar.inflammatory_regenerative7.59e-04Nonsignificant1.000.26Other25113
541OPC.proliferative_immune_interact7.16e-04Nonsignificant0.571.14Other180373
542EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic7.07e-04Nonsignificant—0.00Other00
543CM.baseline6.99e-04Nonsignificant0.901.02Other3930
544EPI.pancreatic_ductal_mucinous.proliferative_gastric_like6.79e-04Nonsignificant—0.85Other00
545EPI.ileal_enterocyte_crypt.villus_transition6.74e-04Nonsignificant—0.00Other710
546HEP.pericentral_lipoprotein.UPR_redox6.50e-04Nonsignificant—0.00Other00
547EPI.skin_keratinocyte_progenitor.quiescent_stem_like6.32e-04Nonsignificant—0.00Other00
548EPI.skin_interfollicular_spinous.stress_oxidative6.07e-04Nonsignificant—0.75Other00
549EPI.skin_appendage_keratinocyte.ductal_immune_interacting5.45e-04Nonsignificant0.911.10Other716
550EPI.intrahepatic_cholangiocyte_defense.secretory_barrier5.34e-04Nonsignificant—0.00Other00
551IPSC.canonical_pluripotent5.29e-04Nonsignificant1.001.03Other00
552EPI.skin_appendage_keratinocyte.sebaceous_apocrine5.21e-04Nonsignificant—0.91Other3982
553EPI.skin_sebaceous_duct_luminal.immune_interface4.57e-04Nonsignificant—0.00Other00
554EC.liver_sinusoidal.prostanoid4.42e-04Nonsignificant—0.00Other1164
555EPI.skin_interfollicular_spinous.upper_lipid4.07e-04Nonsignificant—1.10Other66
556IPSC.mesendo_primed3.83e-04Nonsignificant1.001.01Other00
557EPI.bile_duct_cholangiocyte.secretory_mucin3.77e-04Nonsignificant—0.76Other712
558EPI.pancreatic_ductal_bicarbonate.activated3.64e-04Nonsignificant1.000.55Other107
559NEU.INH_VIP.enkephalinergic3.63e-04Nonsignificant—0.95Other00
560EPI.ileal_enterocyte_absorptive.brush_border3.59e-04Nonsignificant1.000.00Other5801,717
561HEP.canalicular_transport.secretory_ERAD_UPR3.42e-04Nonsignificant0.401.10Other23228
562EPI.cervical_suprabasal.secretory_vesicle3.33e-04Nonsignificant—0.00Other00
563GRNLSA.secretory_remodeling3.30e-04Nonsignificant1.000.37Other9025
564EC.heart_remodeling.translation_boost3.05e-04Nonsignificant—0.13Other00
565NEU.INH_PVALB.chandelier3.04e-04Nonsignificant0.191.35Other1916
566EPI.skin_interfollicular_spinous.inflammatory2.98e-04Nonsignificant—0.82Other00
567HEP.acute_phase.stress_secretory2.71e-04Nonsignificant0.151.26Other263
568NEU.EXC_IT.neuromodulated2.70e-04Nonsignificant0.581.11Other176116
569EPI.skin_sweat_duct_keratinocyte.repair2.66e-04Nonsignificant—1.08Other00
570EPI.skin_hair_follicle_companion.gap_junction_contractile2.37e-04Nonsignificant—0.00Other00
571EPI.skin_keratinocyte_basal.transit_amplifying2.06e-04Nonsignificant—0.00Other00
572OPC.homeostatic1.97e-04Nonsignificant0.721.01Other394160
573IPSC.neural_primed1.87e-04Nonsignificant1.000.98Other00
574EPI.skin_interfollicular_spinous.stress_UPR1.74e-04Nonsignificant—0.85Other00
575EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion1.67e-04Nonsignificant—0.00Other53
576NEU.INH_VIP.excitatory_coupled1.63e-04Nonsignificant—0.27Other130
577NEU.INH_VIP.develop_niche1.59e-04Nonsignificant—0.53Other00
578EC.heart_remodeling.activated_acute1.51e-04Nonsignificant0.820.94Other102186
579EPI.skin_keratinocyte_basal.spinous_transition1.44e-04Nonsignificant—0.00Other00
580OPC.premyelinating1.41e-04Nonsignificant0.720.95Other18512
581EPI.skin_sebaceous_duct_luminal.detox_repair1.35e-04Nonsignificant1.000.00Other13794
582EPI.pancreatic_ductal_bicarbonate.repair_actin_junction1.22e-04Nonsignificant—0.00Other00
583EPI.pancreatic_ductal_bicarbonate.barrier_mucin1.19e-04Nonsignificant1.000.33Other219533
584PLAT.megakaryocytic1.15e-04Nonsignificant—0.00Other00
585EC.liver_sinusoidal.hypoxia_metabolic1.12e-04Nonsignificant1.000.33Other183107
586EC.lymphatic.scavenger1.10e-04Nonsignificant1.000.26Other203257
587EPI.salivary_mucous_acinar.baseline1.08e-04Nonsignificant——Other394683
588EPI.extrahepatic_cholangiocyte.mucin_secretory1.06e-04Nonsignificant—0.00Other00
589EPI.colonocyte.junction_remodeling1.04e-04Nonsignificant0.990.39Other218305
590EPI.hepatic_ductular_cholangiocyte.polarity1.03e-04Nonsignificant—0.19Other00
591EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump9.01e-05Nonsignificant1.000.47Other40191
592OLG.myelinating_mature8.67e-05Nonsignificant0.801.06Other36394
593EC.liver_sinusoidal.remodeling_lipotoxicity8.65e-05Nonsignificant—0.00Other9058
594IPSC.mesenchymal_primed8.62e-05Nonsignificant1.000.97Other00
595EPI.skin_interfollicular_spinous.early_differentiation8.46e-05Nonsignificant0.940.94Other8919
596NEU.INH_VIP.cannabinoid8.33e-05Nonsignificant—0.04Other00
597EPI.skin_appendage_keratinocyte.ductal_barrier_detox7.32e-05Nonsignificant0.970.49Other3334
598IPSC.mesodermal_primed6.78e-05Nonsignificant1.000.99Other00
599NEU.INH_LAMP5.rosehip6.68e-05Nonsignificant—1.34Other00
600IPSC.midbrain_primed6.50e-05Nonsignificant1.000.99Other00
601HPC.MPP_activated6.39e-05Nonsignificant—0.00Other00
602EC.arterial.angiogenic_tip5.92e-05Nonsignificant—0.00Other3037
603NEU.INH_PVALB.metabotropic5.71e-05Nonsignificant—0.73Other00
604EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo5.46e-05Nonsignificant—0.00Other00
605EPI.skin_interfollicular_spinous.baseline4.92e-05Nonsignificant0.940.76Other353
606NEU.INH_VIP.nuclear_reg4.79e-05Nonsignificant—0.00Other204
607CM.mito_proteostasis4.59e-05Nonsignificant0.981.02Other32929
608T.CD4_naive.activated_stress4.44e-05Nonsignificant1.000.00Other339429
609EPI.hepatic_ductular_cholangiocyte.stress3.96e-05Nonsignificant—0.08Other00
610EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic3.56e-05Nonsignificant—0.37Other00
611HEP.periportal_metabolic.stress_checkpoint3.51e-05Nonsignificant0.591.11Other234786
612NEU.INH_VIP.serotonergic3.35e-05Nonsignificant—0.00Other92
613OLG.regulatory_activated3.15e-05Nonsignificant0.801.09Other196614
614GRNLSA.angiocrine_mechanosensory2.96e-05Nonsignificant—0.00Other00
615EC.heart_remodeling.capillary_metabolic2.92e-05Nonsignificant0.890.61Other54414
616EPI.skin_interfollicular_spinous.transition_basal2.75e-05Nonsignificant0.940.57Other100127
617EPI.esophageal_suprabasal.proliferative_exit2.54e-05Nonsignificant—0.00Other00
618EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal2.36e-05Nonsignificant—0.09Other00
619HEP.canalicular_transport.pericentral_like_hypoxia2.03e-05Nonsignificant0.401.07Other3268
620EPI.skin_sweat_duct_keratinocyte.signal_gate2.01e-05Nonsignificant—0.00Other4326
621EPI.hepatic_ductular_cholangiocyte.secretory_transport1.93e-05Nonsignificant—0.00Other00
622HEP.periportal_metabolic.inflammatory_activated1.79e-05Nonsignificant0.651.07Other7121,610
623EPI.esophageal_suprabasal.proliferative_S1.76e-05Nonsignificant—0.00Other2641
624CM.inflammatory1.69e-05Nonsignificant—1.43Other00
625NEU.INH_LAMP5.projecting1.63e-05Nonsignificant—0.27Other00
626HEP.periportal_metabolic.apolipoprotein_secretory1.60e-05Nonsignificant0.341.23Other43110
627CM.osmoprotection1.25e-05Nonsignificant0.980.98Other3457
628OLG.regulatory1.11e-05Nonsignificant0.900.97Other35373
629HEP.canalicular_transport.ductular_like_transition1.05e-05Nonsignificant0.921.03Other40087
630EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate8.57e-06Nonsignificant—0.00Other00
631NEU.INH_LAMP5.glial_interface8.23e-06Nonsignificant—0.00Other00
632NEU.INH_PVALB.nuclear_reg8.18e-06Nonsignificant0.910.49Other2512
633EPI.ectocervical_granular.proliferative_basal7.55e-06Nonsignificant—0.00Other00
634EPI.skin_keratinocyte_proliferating.anchor_remodel5.80e-06Nonsignificant—0.73Other00
635NEU.INH_VIP.regulatory_remodeling5.47e-06Nonsignificant—0.00Other61
636NEU.INH_PVALB.fastspike5.06e-06Nonsignificant—0.00Other2422
637HEP.canalicular_transport.injury_stress4.00e-06Nonsignificant1.000.95Other28924
638NEU.INH_LAMP5.exc_inh_balance3.37e-06Nonsignificant—0.00Other462
639EPI.salivary_serous_acinar.seromucous_like2.98e-06Nonsignificant—0.00Other00
640EPI.skin_interfollicular_spinous.proliferative2.90e-06Nonsignificant—0.00Other00
641IPSC.stromal_primed2.68e-06Nonsignificant1.000.93Other00
642CM.sarcomere_actin_interface2.56e-06Nonsignificant0.980.95Other45078
643EPI.bile_duct_cholangiocyte.inflammatory_APC2.55e-06Nonsignificant—0.00Other20
644CM.translation_boost_RPL2.23e-06Nonsignificant0.980.99Other1291
645EPI.hepatic_ductular_cholangiocyte.ion_transport2.08e-06Nonsignificant—0.00Other00
646CM.oxidative_phospho1.66e-06Nonsignificant0.980.99Other266792
647HEP.periportal_metabolic.urea_onecarbon_secretory1.55e-06Nonsignificant0.981.01Other1,3323,053
648EPI.endocervical_secretory.squamous_barrier1.47e-06Nonsignificant—0.00Other00
649NEU.INH_PVALB.neuromodulatory1.47e-06Nonsignificant—0.00Other00
650EPI.skin_keratinocyte_proliferating.early_spinous_transition1.41e-06Nonsignificant—0.00Other135290
651NEU.INH_PVALB.serotonergic1.33e-06Nonsignificant—0.00Other00
652EPI.pancreatic_ductal_mucinous.mucin_rich_barrier1.24e-06Nonsignificant1.000.12Other4491,034
653NEU.INH_VIP.canonical_disinhibitory1.21e-06Nonsignificant0.940.57Other5938
654NEU.EXC_NTNG1.synaptic1.14e-06Nonsignificant—0.67Other00
655OLG.myelinating_stress1.03e-06Nonsignificant0.900.97Other23262
656HEP.acute_phase.proliferative1.00e-06Nonsignificant—0.71Other46
657EPI.esophageal_suprabasal.proliferative_G2M9.69e-07Nonsignificant—0.00Other00
658NEU.INH_VIP.opioid8.57e-07Nonsignificant—0.00Other509
659HEP.acute_phase.complement_antiviral7.87e-07Nonsignificant0.641.09Other377751
660EPI.hepatic_ductular_cholangiocyte.acute_phase_complement7.34e-07Nonsignificant—0.00Other00
661OLG.reactive_repair6.27e-07Nonsignificant0.990.68Other385385
662EPI.pancreatic_ductal_mucinous.remodeling_channel_rich4.54e-07Nonsignificant—0.00Other00
663OLG.vesicle_trafficking4.43e-07Nonsignificant0.900.91Other12410
664IPSC.axial_identity_primed3.19e-07Nonsignificant1.000.78Other00
665EPI.intrahepatic_cholangiocyte_transport.mucin_secretory3.06e-07Nonsignificant—0.00Other00
666CM.mechano_activated3.06e-07Nonsignificant0.980.94Other205134
667EPI.skin_sweat_duct_keratinocyte.proliferative_S2.12e-07Nonsignificant—0.00Other00
668HEP.periportal_metabolic.xenobiotic_detox1.37e-07Nonsignificant0.980.82Other1,440139
669NEU.EXC_IT.callosal1.16e-07Nonsignificant0.980.74Other286119
670HEP.periportal_metabolic.canonical_urea_cycle1.16e-07Nonsignificant0.980.80Other1,464269
671HEP.periportal_metabolic.acute_phase_barrier7.38e-08Nonsignificant0.980.91Other533138
672IPSC.proliferative4.53e-08Nonsignificant1.000.70Other00
673NEU.EXC_IT.adhesion4.22e-08Nonsignificant0.980.77Other252108
674HEP.acute_phase.baseline3.96e-08Nonsignificant1.000.93Other94619
675HEP.periportal_metabolic.stress_chaperone3.95e-08Nonsignificant—0.02Other66128
676CM.translation_boost_RPS3.93e-08Nonsignificant0.980.92Other6916
677NEU.EXC_IT.guidance3.68e-08Nonsignificant0.980.78Other27463
678HEP.canalicular_transport.inflammatory1.96e-08Nonsignificant1.000.58Other1,335194
679HEP.acute_phase.inflammatory1.09e-08Nonsignificant1.001.01Other382649
680EPI.skin_keratinocyte_proliferating.detox_repair9.64e-09Nonsignificant—0.00Other00
681HEP.canalicular_transport.sterol_lipid_biosynthesis8.49e-09Nonsignificant—0.19Other1020
682EPI.skin_sweat_duct_keratinocyte.proliferative_G2M3.37e-09Nonsignificant—0.00Other00
683NEU.EXC_SYT2.nuclear_reg1.83e-09Nonsignificant—0.00Other00
684CM.anti_inflammatory1.82e-09Nonsignificant1.000.83Other4241,503
685HEP.canalicular_transport.baseline3.58e-10Nonsignificant1.000.49Other199477
686NEU.EXC_NTNG1.nuclear_reg4.63e-11Nonsignificant—0.00Other00
687HEP.acute_phase.complement_metabolic2.33e-11Nonsignificant1.000.46Other1,4233,464
688HEP.acute_phase.hypoxia_lipid2.47e-13Nonsignificant—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

120 unique genes. Showing 1–120. 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)
MICB01-High0.7513.43G1C1—T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD8_Tem.stress_adapted (Tier: specific)
T.CD8_transitional.APC_like (Tier: relevant)
T.CD8_transitional.stress (Tier: relevant)
43 cells — complete matches294633
HLA-DQB101-High0.7313.00G1C1MONO.CD14.APC_like (L2), PC.IgG_systemic.stress (L2), T.CD4_Tcm.APC_mimicry (L2), T.CD4_Treg.APC_interactive (L2), T.CD4_transitional.APC_interacting (L2), T.CD8_transitional.APC_like (L2)B.age_associated (Tier: specific)
B.germinal_center (Tier: specific)
B.memory (Tier: specific)
DC.cDC2 (Tier: specific)
MAC.microglia_like (Tier: specific)
T.CD8_transitional.effector_primed (Tier: specific)
B.age_associated.activated (Tier: relevant)
B.age_associated.migratory (Tier: relevant)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
MAC.microglia_like.inflammatory_chemokine (Tier: relevant)
T.CD8_transitional.APC_like (Tier: relevant)
133 cells — complete matches7031,314
HLA-DRA01-High0.7212.26G1C1B_cell (L1), dendritic_cell (L1), DC.mig (L1S), EC.capillary.postcap_venule (L2), EPI.renal_distal_tubule.stress (L2), EPI.skin_sebaceous_duct_luminal.immune_interface (L2), FIB.interstitial.mesenchymal_APC (L2), MAC.resident_repair.antigen_presenting (L2), MONO.CD14.APC_like (L2), PC.IgG_systemic.stress (L2), T.CD4_Tcm.APC_mimicry (L2), T.CD4_transitional.APC_interacting (L2), T.CD8_transitional.APC_like (L2)B.age_associated (Tier: specific)
B.germinal_center (Tier: specific)
B.memory (Tier: specific)
DC.cDC2 (Tier: specific)
EPI.alveolar_type_2 (Tier: specific)
FIB.neurolectin_mucosa (Tier: specific)
MAC.microglia_like (Tier: specific)
EPI.alveolar_type_2.stress_response (Tier: specific)
FIB.neurolectin_mucosa.inflammatory (Tier: specific)
T.CD8_transitional.effector_primed (Tier: specific)
B.age_associated.activated (Tier: relevant)
B.age_associated.migratory (Tier: relevant)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
FIB.neurolectin_mucosa.nerve_interface (Tier: relevant)
FIB.neurolectin_mucosa.remodeling_repair (Tier: relevant)
MAC.microglia_like.inflammatory_chemokine (Tier: relevant)
T.CD8_transitional.APC_like (Tier: relevant)
194 cells — complete matches6931,237
ENSG0000030302901-High0.7112.27G1C1———234380
NCR301-High0.7010.06G1C1T.CD4_transitional.tissue_enagement (L2), T.CD8_Tcm.NK_like (L2), T.CD8_Tem.TEMRA (L2)natural_killer_cell (Tier: specific)
B.age_associated (Tier: specific)
B.memory (Tier: specific)
DC.cDC2 (Tier: specific)
NK.natural_killer_cell (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
NK.adaptive_biosynthetic_primed (Tier: specific)
NK.cytokine_quiescent (Tier: specific)
T.CD8_Tem.baseline (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD8_Tem.stress_adapted (Tier: specific)
T.CD8_Tem.TEMRA (Tier: specific)
T.CD8_transitional.effector_primed (Tier: specific)
B.age_associated.activated (Tier: relevant)
B.age_associated.migratory (Tier: relevant)
NK.adaptive_terminal_cytotoxic (Tier: relevant)
NK.cytokine_tissue_activation (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_transitional.stress (Tier: relevant)
104 cells — complete matches261542
ENSG0000030973301-High0.7012.03G1C1———468929
ENSG0000030790701-High0.6810.71G1C1———4891,000
HCP501-High0.6610.65G1C1———510867
ENSG0000026302001-High0.6410.11G1C1———54128
CSNK2B01-High0.639.93G1C1———54128
ENSG0000029976901-High0.6212.05G1C1———333727
HLA-DQA101-High0.6213.91G1C1EPI.skin_sebaceous_duct_luminal.immune_interface (L2), MAC.resident_iron.APC_iron_sensing (L2), MONO.CD14.APC_like (L2), MONO.CD16.hepatic_mac_like (L2), NK.adaptive_classII_inhibitory (L2), NK.adaptive_immature_precursor (L2), PC.IgG_systemic.stress (L2), T.CD4_Tem.cytotoxic_effector (L2), T.CD4_Treg.APC_interactive (L2), T.CD4_Trm.metal_stress (L2), T.CD4_transitional.APC_interacting (L2), T.CD8_Trm.dendritic_recruiter (L2), T.CD8_transitional.APC_like (L2)B.age_associated (Tier: specific)
B.germinal_center (Tier: specific)
B.memory (Tier: specific)
DC.cDC2 (Tier: specific)
EPI.alveolar_type_2 (Tier: specific)
MAC.microglia_like (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
EPI.alveolar_type_2.stress_response (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD8_transitional.effector_primed (Tier: specific)
B.age_associated.activated (Tier: relevant)
B.age_associated.migratory (Tier: relevant)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
MAC.microglia_like.inflammatory_chemokine (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_transitional.APC_like (Tier: relevant)
159 cells — complete matches6081,232
HLA-DPA101-High0.585.34G1C1EC.capillary.postcap_venule (L2), MAC.resident_cardiac.antigen_presenting (L2), MAC.resident_repair.antigen_presenting (L2), MONO.CD14.APC_like (L2), T.CD4_Tcm.APC_mimicry (L2), T.CD4_Tem.cytotoxic_effector (L2), T.CD4_Th17.cytotoxic (L2), T.CD4_Treg.APC_interactive (L2), T.CD4_transitional.APC_interacting (L2), T.CD4_transitional.primed_cytotoxic (L2), T.CD8_transitional.APC_like (L2), T.MAIT.cytotoxic (L2)B.age_associated (Tier: specific)
B.memory (Tier: specific)
DC.cDC2 (Tier: specific)
EPI.alveolar_type_2 (Tier: specific)
FIB.neurolectin_mucosa (Tier: specific)
MAC.microglia_like (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
EPI.alveolar_type_2.stress_response (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD8_transitional.effector_primed (Tier: specific)
B.age_associated.activated (Tier: relevant)
B.age_associated.migratory (Tier: relevant)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
FIB.neurolectin_mucosa.nerve_interface (Tier: relevant)
MAC.microglia_like.inflammatory_chemokine (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_transitional.APC_like (Tier: relevant)
162 cells — complete matches287545
HLA-DRB101-High0.5711.78G1C1EPI.skin_sebaceous_duct_luminal.immune_interface (L2), FIB.interstitial.mesenchymal_APC (L2), FIB.reticular.immune_interface (L2), MAC.resident_cardiac.antigen_presenting (L2), MAC.resident_repair.antigen_presenting (L2), MG.phagocytic_APC (L2), MONO.CD14.APC_like (L2), NK.adaptive_axis_baseline (L2), NK.adaptive_biosynthetic_primed (L2), NK.adaptive_classII_inhibitory (L2), NK.adaptive_immature_precursor (L2), PC.IgG_systemic.stress (L2), T.CD4_Tcm.APC_mimicry (L2), T.CD4_Tem.cytotoxic_effector (L2), T.CD4_Tfh.effector_migratory (L2), T.CD4_Th17.cytotoxic (L2), T.CD4_Treg.APC_interactive (L2), T.CD4_Trm.cytotoxic_effector (L2), T.CD4_transitional.APC_interacting (L2), T.CD4_transitional.primed_cytotoxic (L2), T.CD8_Trm.dendritic_recruiter (L2), T.CD8_transitional.APC_like (L2), T.MAIT.cytotoxic (L2)B.age_associated (Tier: specific)
B.germinal_center (Tier: specific)
B.memory (Tier: specific)
DC.cDC2 (Tier: specific)
EPI.alveolar_type_2 (Tier: specific)
FIB.neurolectin_mucosa (Tier: specific)
MAC.microglia_like (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
EPI.alveolar_type_2.stress_response (Tier: specific)
FIB.neurolectin_mucosa.inflammatory (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD8_Tem.stress_adapted (Tier: specific)
T.CD8_transitional.effector_primed (Tier: specific)
B.age_associated.activated (Tier: relevant)
B.age_associated.migratory (Tier: relevant)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
FIB.neurolectin_mucosa.nerve_interface (Tier: relevant)
MAC.microglia_like.inflammatory_chemokine (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_transitional.APC_like (Tier: relevant)
203 cells — complete matches5651,192
HLA-DPB101-High0.554.33G1C1EC.capillary.postcap_venule (L2), MAC.resident_repair.antigen_presenting (L2), MONO.CD14.APC_like (L2), NK.adaptive_classII_inhibitory (L2), PC.IgG_systemic.stress (L2), T.CD4_Tcm.APC_mimicry (L2), T.CD4_Tem.cytotoxic_effector (L2), T.CD4_Th17.cytotoxic (L2), T.CD4_Treg.APC_interactive (L2), T.CD4_transitional.APC_interacting (L2), T.CD4_transitional.primed_cytotoxic (L2), T.CD8_transitional.APC_like (L2)B.age_associated (Tier: specific)
B.germinal_center (Tier: specific)
B.memory (Tier: specific)
DC.cDC2 (Tier: specific)
EPI.alveolar_type_2 (Tier: specific)
MAC.microglia_like (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
EPI.alveolar_type_2.stress_response (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD8_transitional.effector_primed (Tier: specific)
B.age_associated.activated (Tier: relevant)
B.age_associated.migratory (Tier: relevant)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
MAC.microglia_like.inflammatory_chemokine (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_transitional.APC_like (Tier: relevant)
137 cells — complete matches293562
IMP301-High0.555.68G1C1——B.age_associated.naive_transitional (L2)717
HLA-DPB201-High0.546.29G1C1———211384
ENSG0000029111101-High0.535.79G1C1———212386
ENSG0000029426101-High0.537.29G1C1———227409
HLA-DOA01-High0.526.59G1C1—B.age_associated (Tier: specific)
B.germinal_center (Tier: specific)
B.memory (Tier: specific)
DC.cDC2 (Tier: specific)
EPI.alveolar_type_2 (Tier: specific)
MAC.microglia_like (Tier: specific)
EPI.alveolar_type_2.stress_response (Tier: specific)
B.age_associated.activated (Tier: relevant)
B.age_associated.migratory (Tier: relevant)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
MAC.microglia_like.inflammatory_chemokine (Tier: relevant)
88 cells — complete matches225407
ENSG0000029974701-High0.529.57G1C1———346745
HLA-DPA301-High0.526.54G1C1———217398
ENSG0000030194801-High0.526.45G1C1———217398
ENSG0000030197101-High0.515.54G1C1———195362
COL11A201-High0.516.58G1C1—CHOND.activated_fibro_like (Tier: specific)
CHOND.pro_inflammatory (Tier: relevant)
17 cells — complete matches205381
ENSG0000030299401-High0.478.54G1C1———354697
AIF102-Medium0.6812.75G1C2IPSC.mesodermal_primed (L2), T.CD4_Tcm.stress (L2)DC.cDC2 (Tier: specific)
MAC.microglia_like (Tier: specific)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
MAC.microglia_like.inflammatory_chemokine (Tier: relevant)
T.CD8_transitional.stress (Tier: relevant)
118 cells — complete matches433801
MICB-DT02-Medium0.6512.73G1C2———131286
ENSG0000023390202-Medium0.629.79G1C2———150247
C6orf4702-Medium0.6111.18G2C1—B.age_associated.activated (Tier: relevant)
NK.adaptive_terminal_cytotoxic (Tier: relevant)
11 cells — complete matches86156
GPANK102-Medium0.598.99G1C2——6 cells — complete matches2743
ENSG0000029842602-Medium0.587.78G2C1———317607
POU5F102-Medium0.589.22G1C2induced_pluripotent_stem_cell (L1), IPSC.induced_pluripotent_stem_cell (L1S), IPSC.canonical_pluripotent (L2), IPSC.endoderm_primed (L2)—10 cells — complete matches107259
HLA-DOB02-Medium0.579.92G2C2—B.age_associated (Tier: specific)
B.germinal_center (Tier: specific)
B.memory (Tier: specific)
DC.cDC2 (Tier: specific)
MAC.microglia_like (Tier: specific)
EPI.alveolar_type_2.stress_response (Tier: specific)
B.age_associated.activated (Tier: relevant)
B.age_associated.migratory (Tier: relevant)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
MAC.microglia_like.inflammatory_chemokine (Tier: relevant)
64 cells — complete matches135235
BAG602-Medium0.5612.14G2C2——MONO.CD16.inflammatory (L2)73116
TCF1902-Medium0.557.24G2C1EPI.esophageal_suprabasal.proliferative_S (L2), HEP.acute_phase.proliferative (L2)B.germinal_center (Tier: specific)
MAC.microglia_like (Tier: specific)
NK.adaptive_biosynthetic_primed (Tier: specific)
T.CD8_Tem.TEMRA (Tier: specific)
46 cells — complete matches196428
APOM02-Medium0.5411.22G2C2EPI.ileal_bile_transport.absorptive_xenobiotic (L2)T.CD4_Trm.metal_stress (Tier: relevant)13 cells — complete matches1416
PSORS1C302-Medium0.518.41G1C2———124315
MCCD102-Medium0.518.65G1C2———35113
PSORS1C102-Medium0.518.29G1C2—FIB.interstitial.stress_secretory (Tier: relevant)26 cells — complete matches152355
LY6G5B02-Medium0.5110.20G2C2—T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem.stress_adapted (Tier: specific)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_Trm.metal_stress (Tier: relevant)
26 cells — complete matches1117
LST102-Medium0.5110.39G2C2granulocyte (L1), macrophage (L1), monocyte (L1), MAC.MDM (L1S), MONO.CD16 (L1S), ILC2.activated (L2), MAC.MDM.inflammatory_phagocytic (L2), MONO.CD14.baseline (L2)DC.cDC2 (Tier: specific)
MAC.microglia_like (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
MAC.microglia_like.inflammatory_chemokine (Tier: relevant)
106 cells — complete matches183440
CCHCR102-Medium0.508.19G1C2——13 cells — complete matches146317
ENSG0000027545402-Medium0.495.71G1C2———420
ENSG0000030189802-Medium0.4911.60G2C2———00
PRRC2A02-Medium0.4911.49G2C2———110204
ENSG0000028940602-Medium0.497.46G2C1———201390
HLA-DMA02-Medium0.485.27G1C2MONO.CD16.hepatic_mac_like (L2), T.CD4_Tcm.APC_mimicry (L2), T.CD8_transitional.APC_like (L2)B.age_associated (Tier: specific)
B.memory (Tier: specific)
DC.cDC2 (Tier: specific)
MAC.microglia_like (Tier: specific)
T.CD8_transitional.effector_primed (Tier: specific)
B.age_associated.activated (Tier: relevant)
B.age_associated.migratory (Tier: relevant)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
MAC.microglia_like.inflammatory_chemokine (Tier: relevant)
T.CD8_transitional.APC_like (Tier: relevant)
97 cells — complete matches226330
ENSG0000028937502-Medium0.4811.90G2C2———00
NFKBIL102-Medium0.489.27G2C2——4 cells — complete matches101243
MAN2C102-Medium0.487.27G1C2HEP.acute_phase.complement_antiviral (L2), NEU.EXC_SYT2.nuclear_reg (L2)—EC.arterial.ion_pump (L2), EC.heart_remodeling.capillary_metabolic (L2), MONO.CD16.inflammatory (L2)1130
MICA-AS102-Medium0.485.49G1C2———210470
MMP1402-Medium0.482.92G1C2—MAC.microglia_like (Tier: specific)
MAC.microglia_like.inflammatory_chemokine (Tier: relevant)
16 cells — complete matches2853
ENSG0000030792302-Medium0.477.59G2C2———371796
MIR683202-Medium0.4710.87G2C2———99170
ATP6V1G202-Medium0.478.88G2C2—T.CD8_Tem.stress_adapted (Tier: specific)12 cells — complete matches73194
ATP6V1G2-DDX39B02-Medium0.468.67G2C2—T.CD8_Tem.stress_adapted (Tier: specific)11 cells — complete matches69185
HCG2702-Medium0.457.76G1C2—T.CD8_Tem.baseline (Tier: specific)
T.CD8_Tem.stress_adapted (Tier: specific)
37 cells — complete matches119287
ENSG0000022383702-Medium0.453.17G1C2———198339
ENSG0000027250102-Medium0.457.40G1C2———151319
BRD202-Medium0.453.06G1C2EPI.colonic_tuft.activated (L2), T.CD4_Trm.activated (L2)FIB.neurolectin_mucosa (Tier: specific)
FIB.neurolectin_mucosa.axon_responsive (Tier: relevant)
FIB.neurolectin_mucosa.nerve_interface (Tier: relevant)
FIB.neurolectin_mucosa.remodeling_repair (Tier: relevant)
FIB.suburothelial.homeostasis_matrix (Tier: relevant)
13 cells — complete matches256441
TSBP1-AS102-Medium0.448.24G2C2———106195
TAP202-Medium0.449.10G1C2——10 cells — complete matches198364
PSORS1C202-Medium0.448.64G2C2——5 cells — complete matches4483
MRPL5202-Medium0.432.63G1C2———2852
LINC0089902-Medium0.433.65G1C2———13
MIRLET7BHG02-Medium0.433.55G1C2——5 cells — complete matches53
ENSG0000028858702-Medium0.422.68G1C2———257555
MICA02-Medium0.422.60G1C2——7 cells — complete matches277593
SLC7A702-Medium0.401.78G1C2EPI.renal_proximal_tubule.detox_antioxidant (L2), NEU.INH_PVALB.neuromodulatory (L2)—46 cells — complete matches2246
C15orf3902-Medium0.400.80G1C2—T.CD8_Tem.baseline (Tier: specific)
EPI.renal_distal_tubule (Tier: relevant)
EPI.renal_distal_tubule.immune_modulatory (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_transitional.stress (Tier: relevant)
32 cells — complete matches1863
SNUPN02-Medium0.396.66G2C2——EC.venous.remodeling_stalk (L2), FIB.transitioning.secretory_procollagen (L2), T.CD4_Tcm.RNA_control (L2)210
HLA-DMB02-Medium0.394.39G1C2EPI.thymic_medullary.proliferative_APC (L2)B.age_associated (Tier: specific)
B.memory (Tier: specific)
DC.cDC2 (Tier: specific)
MAC.microglia_like (Tier: specific)
B.age_associated.activated (Tier: relevant)
B.age_associated.migratory (Tier: relevant)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
MAC.microglia_like.inflammatory_chemokine (Tier: relevant)
T.CD8_transitional.APC_like (Tier: relevant)
93 cells — complete matches224330
ENSG0000025026402-Medium0.398.39G1C2———198364
ENSG0000024899302-Medium0.383.81G1C2———188275
LRP1002-Medium0.372.46G1C2——HEP.pericentral_lipoprotein.ApoB_coagulation (L2)2246
HLA-DRB902-Medium0.377.60G2C2———337743
ENSG0000031008402-Medium0.377.59G2C2———337743
ENSG0000029388402-Medium0.363.99G2C2———13
ENSG0000027314502-Medium0.363.70G2C2———13
KIFC302-Medium0.351.23G1C2IPSC.mesenchymal_primed (L2)natural_killer_cell (Tier: specific)
NK.natural_killer_cell (Tier: specific)
NK.adaptive_biosynthetic_primed (Tier: specific)
NK.cytokine_quiescent (Tier: specific)
T.CD8_Tem.TEMRA (Tier: specific)
MAC.microglia_like.inflammatory_chemokine (Tier: relevant)
45 cells — complete matches55
ENSG0000029328102-Medium0.358.03G2C2———1620
ADGRG102-Medium0.352.17G2C2GRNLSA.angiocrine_mechanosensory (L2), T.gamma_delta.cytotoxic_effector (L2)natural_killer_cell (Tier: specific)
MAC.microglia_like (Tier: specific)
NK.natural_killer_cell (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
NK.adaptive_biosynthetic_primed (Tier: specific)
NK.cytokine_quiescent (Tier: specific)
T.CD8_Tem.baseline (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD8_Tem.stress_adapted (Tier: specific)
T.CD8_Tem.TEMRA (Tier: specific)
MAC.microglia_like.inflammatory_chemokine (Tier: relevant)
NK.adaptive_terminal_cytotoxic (Tier: relevant)
NK.cytokine_tissue_activation (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
T.CD8_transitional.APC_like (Tier: relevant)
72 cells — complete matches12
ENSG0000028564702-Medium0.347.57G2C2———364611
DHFRP202-Medium0.347.49G2C2———1620
ENSG0000026026902-Medium0.336.31G2C2———311
HLA-B02-Medium0.336.85G2C2EC.heart_remodeling.remodeling_stalk (L2), EPI.hepatic_ductular_cholangiocyte.barrier_chemokine (L2), EPI.intrahepatic_cholangiocyte_defense.secretory_barrier (L2), EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo (L2), EPI.pancreatic_ductal_perivascular.protective_antioxidant (L2), FIB.skin_sheath.ECM_immune (L2), OPC.proliferative_immune_interact (L2), SMC.metabolic (L2)B.age_associated (Tier: specific)
B.memory (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_Tem.baseline (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD8_Tem.stress_adapted (Tier: specific)
T.CD8_Tem.TEMRA (Tier: specific)
T.CD8_transitional.effector_primed (Tier: specific)
B.age_associated.activated (Tier: relevant)
B.age_associated.migratory (Tier: relevant)
FIB.neurolectin_mucosa.nerve_interface (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_Trm.metal_stress (Tier: relevant)
T.CD8_transitional.APC_like (Tier: relevant)
T.CD8_transitional.stress (Tier: relevant)
130 cells — complete matches493836
PSMB802-Medium0.336.83G2C2——5 cells — complete matches200385
PTPN902-Medium0.336.49G2C2—B.age_associated.migratory (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
16 cells — complete matches311
CDSN02-Medium0.336.26G2C2——EPI.skin_sweat_duct_keratinocyte.barrier (L2)12
SF3A102-Medium0.321.71G2C2——B.age_associated.naive_transitional (L2)1455
ENSG0000026020602-Medium0.325.67G2C2———210
PSMB902-Medium0.326.87G2C2—T.CD8_transitional.APC_like (Tier: relevant)21 cells — complete matches227422
PSMB8-AS102-Medium0.316.66G2C2—B.age_associated.migratory (Tier: relevant)10 cells — complete matches204380
TAP102-Medium0.316.87G2C2EPI.thymic_cortical.baseline (L2)—ASPC.inflammatory (L2), GRANU.neutrophil.antiviral_endotoxin (L2), HEP.periportal_metabolic.acute_phase_barrier (L2)201382
ENSG0000030637802-Medium0.313.56G2C2———76375
SIN3A02-Medium0.317.00G2C2——8 cells — complete matches210
ENSG0000029704002-Medium0.316.98G2C2———180389
SNX3302-Medium0.305.10G2C2—MAC.microglia_like (Tier: specific)18 cells — complete matches721
ADGRG502-Medium0.292.27G2C2—natural_killer_cell (Tier: specific)
B.age_associated (Tier: specific)
DC.cDC2 (Tier: specific)
MAC.microglia_like (Tier: specific)
NK.natural_killer_cell (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
NK.adaptive_biosynthetic_primed (Tier: specific)
NK.cytokine_quiescent (Tier: specific)
T.CD8_Tem.baseline (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD8_Tem.stress_adapted (Tier: specific)
T.CD8_Tem.TEMRA (Tier: specific)
B.age_associated.migratory (Tier: relevant)
MAC.microglia_like.inflammatory_chemokine (Tier: relevant)
NK.adaptive_terminal_cytotoxic (Tier: relevant)
NK.cytokine_tissue_activation (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
80 cells — complete matches01
THOC502-Medium0.294.74G2C2——4 cells — complete matches26
ENSG0000027674402-Medium0.296.71G2C2———29
ENSG0000026046702-Medium0.282.37G2C2———00
ENSG0000028281602-Medium0.286.07G2C2———00
NEFH02-Medium0.285.93G2C2—B.age_associated (Tier: specific)
B.memory (Tier: specific)
DC.cDC2 (Tier: specific)
T.CD8_Tem.baseline (Tier: specific)
B.age_associated.migratory (Tier: relevant)
T.CD8_transitional.APC_like (Tier: relevant)
T.CD8_transitional.stress (Tier: relevant)
38 cells — complete matches00
ADGRG302-Medium0.281.76G2C2—natural_killer_cell (Tier: specific)
NK.natural_killer_cell (Tier: specific)
23 cells — complete matches11
CPNE202-Medium0.280.52G2C2—T.CD8_transitional.effector_primed (Tier: specific)
T.CD8_transitional.APC_like (Tier: relevant)
T.CD8_transitional.stress (Tier: relevant)
62 cells — complete matches1739
DRC702-Medium0.272.12G2C2——7 cells — complete matches00
RFPL1S02-Medium0.275.64G2C2—B.age_associated (Tier: specific)
B.age_associated.migratory (Tier: relevant)
T.CD8_transitional.stress (Tier: relevant)
11 cells — complete matches00
ENSG0000030344502-Medium0.264.12G2C2———13
ENSG0000030693902-Medium0.251.37G2C2———00
DNM1P3502-Medium0.243.57G2C2IPSC.axial_identity_primed (L2)B.age_associated.migratory (Tier: relevant)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
23 cells — complete matches414
KATNB102-Medium0.242.00G2C2—T.CD8_Tem.stress_adapted (Tier: specific)
T.CD8_Tem.signaling_turnover (Tier: relevant)
17 cells — complete matches42
ENSG0000028042402-Medium0.214.17G2C2———13
CPNE2-DT02-Medium0.210.69G2C2———713
ENSG0000027980302-Medium0.200.59G2C2———67
ENSG0000030349202-Medium0.203.09G2C2———13
ENSG0000028904402-Medium0.193.69G2C2———23
PRR3402-Medium0.193.26G2C2—MAC.microglia_like (Tier: specific)10 cells — complete matches13
LINC0293902-Medium0.193.21G2C2———13

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.