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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.

FING00000055 · All tissues

Alcohol-induced chronic pancreatitis: 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: Pancreatitis

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_cell15.60Significant1.65e-491.39Specific1,2042,052
2induced_pluripotent_stem_cell11.79Significant3.12e-101.13Relevant00
3neuron10.24Significant0.771.04Relevant3301,328
4T_cell9.63Significant1.65e-491.31Specific470959
5oligodendrocyte_precursor_cell7.16Significant1.001.06Relevant4611,454
6thymocyte5.26Nominal1.000.97Other168512
7astrocyte3.58Nominal1.000.90Other2561,203
8epithelial_cell3.21Nominal1.000.93Other2447
9platelet1.94Nonsignificant—0.22Other85104
10adipocyte1.41Nonsignificant1.000.99Other33111
11hepatocyte1.31Nonsignificant1.000.87Other1,5153,822
12innate_lymphoid_cell_21.22Nonsignificant1.000.70Other38
13schwann_cell1.14Nonsignificant1.000.77Other1057
14plasma_cell0.84Nonsignificant1.000.78Other1724
15macrophage0.37Nonsignificant1.000.71Other8131,732
16mesothelial_cell0.29Nonsignificant1.000.67Other636
17haematopoietic_progenitor_cell0.28Nonsignificant1.000.68Other262502
18granulocyte0.09Nonsignificant1.000.59Other56
19endothelial_cell0.08Nonsignificant1.000.60Other373974
20microglia0.08Nonsignificant1.000.58Other61129
21B_cell0.07Nonsignificant1.000.60Other356694
22smooth_muscle_cell0.07Nonsignificant1.000.57Other27139
23muscle_stem_cell0.04Nonsignificant1.000.56Other727
24dendritic_cell0.04Nonsignificant1.000.58Other496724
25adipose_stem_and_progenitor_cell0.02Nonsignificant1.000.46Other327954
26melanocyte0.02Nonsignificant1.000.52Other97309
27fibroblast8.63e-03Nonsignificant1.000.43Other184826
28monocyte7.79e-03Nonsignificant1.000.54Other2,1763,871
29pericyte5.88e-03Nonsignificant1.000.41Other128517
30oligodendrocyte5.84e-03Nonsignificant1.000.42Other3851,507
31granulosa_cell2.94e-03Nonsignificant1.000.40Other293670
32cardiomyocyte2.52e-03Nonsignificant1.000.58Other5332,045
33chondrocyte3.60e-04Nonsignificant1.000.29Other5481,069
34skeletal_muscle_cell3.94e-05Nonsignificant1.000.17Other9442,600

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1EPI.pancreatic_ductal_mucinous21.70Significant7.63e-031.47Specific219430
2T.CD8_Tem20.67Significant1.60e-493.06Specific1,0831,857
3T.CD4_cytotoxic18.20Significant3.30e-152.47Specific8551,493
4T.CD8_transitional16.96Significant7.05e-422.51Specific497932
5NK.natural_killer_cell15.60Significant——Specific1,2042,045
6NEU.INH_PVALB15.12Significant8.79e-041.86—193183
7EPI.pancreatic_ductal_bicarbonate14.05Significant1.11e-071.47Specific131548
8T.CD4_Tem12.27Significant7.21e-041.58Specific365697
9NEU.EXC_IT12.22Significant0.151.28—411192
10NEU.EXC_NTNG112.18Significant—0.43—00
11NEU.EXC_SYT212.17Significant—0.56—4077
12IPSC.induced_pluripotent_stem_cell11.79Significant——Relevant00
13T.CD8_Tcm10.44Significant0.271.27Specific460926
14NEU.EXC_CT10.18Significant0.581.11—362384
15EPI.pancreatic_acinar10.17Significant7.86e-101.41Specific4291,475
16T.CD8_Trm9.58Significant0.731.06Relevant211346
17EPI.bile_duct_cholangiocyte9.55Significant1.001.20Relevant3760
18EPI.intrahepatic_cholangiocyte_defense9.34Significant—1.27Relevant813
19T.CD4_Th178.82Significant0.321.25Relevant421794
20T.gamma_delta8.67Significant0.211.31Specific5881,078
21T.CD4_Tcm8.42Significant0.731.03Specific494988
22T.CD4_transitional8.20Significant1.000.76Relevant48110
23EPI.pancreatic_ductal_progenitor7.52Significant0.661.16Relevant234873
24OPC.oligodendrocyte_precursor_cell7.16Significant——Relevant4131,269
25T.CD4_naive6.73Significant1.000.39Specific399866
26T.MAIT6.52Significant1.000.32Relevant469855
27T.CD4_Trm5.95Significant1.000.07Other176363
28EPI.pancreatic_ductal_perivascular5.94Significant1.000.95Other430
29EPI.extrahepatic_cholangiocyte5.85Significant—0.85Relevant3771
30T.CD8_naive5.36Nominal1.000.15Other317708
31T.CD4_Treg5.34Nominal1.000.08Other244511
32THYMO.thymocyte5.26Nominal——Other163495
33EPI.ileal_goblet5.19Nominal1.001.06Other181432
34EPI.ileal_enterocyte_crypt4.92Nominal1.000.97Other67113
35EPI.colonocyte4.77Nominal1.001.05Other294815
36EPI.hepatic_ductular_cholangiocyte4.45Nominal1.000.91Other83243
37EPI.colonic_tuft4.44Nominal—0.58Other724
38T.CD4_Tfh4.43Nominal1.000.03Other4745
39NEU.INH_LAMP53.92Nominal1.000.32Other263532
40EPI.salivary_serous_acinar3.80Nominal1.001.05Other233531
41ASTRO.astrocyte3.58Nominal——Other2281,111
42NEU.INH_VIP2.87Nonsignificant1.000.00Other241366
43EPI.pancreatic_islet2.66Nonsignificant1.001.04Other52132
44EPI.thymic_medullary2.08Nonsignificant1.000.85Other26133
45EPI.intrahepatic_cholangiocyte_transport2.05Nonsignificant—0.13Other1242
46EPI.ileal_enterocyte_absorptive1.96Nonsignificant1.000.86Other118338
47PLAT.platelet1.94Nonsignificant—0.00Other3853
48MAC.alveolar1.84Nonsignificant2.55e-051.40Other1,4323,122
49EPI.gastric_foveolar1.75Nonsignificant—0.22Other00
50T.CD4_Th21.67Nonsignificant—0.00Other12
51EPI.alveolar_type_21.65Nonsignificant1.000.76Other8131,853
52HEP.canalicular_transport1.62Nonsignificant1.80e-031.44Other1,2903,434
53HEP.acute_phase1.53Nonsignificant2.36e-031.45Other1,4413,641
54ADIPO.adipocyte1.41Nonsignificant——Other2062
55EPI.ileal_bile_transport1.33Nonsignificant1.000.83Other6193
56ILC2.innate_lymphoid_cell_21.22Nonsignificant——Other20
57SCHWN.schwann_cell1.14Nonsignificant——Other733
58EPI.alveolar_type_11.04Nonsignificant1.000.75Other26101
59EPI.endocervical_secretory0.96Nonsignificant—0.01Other00
60PC.IgA_muocsal0.88Nonsignificant0.011.44Other1831
61EPI.skin_sweat_duct_keratinocyte0.86Nonsignificant1.000.70Other146301
62HEP.periportal_metabolic0.84Nonsignificant1.000.05Other1,7504,427
63EPI.renal_proximal_tubule0.79Nonsignificant1.000.80Other525806
64EPI.skin_hair_follicle_companion0.59Nonsignificant—0.00Other812
65MAC.resident_repair0.58Nonsignificant0.021.20Other7961,426
66MAC.microglia_like0.58Nonsignificant1.000.92Other124179
67EPI.salivary_duct_ion_transport0.53Nonsignificant1.000.64Other511
68PC.IgG_systemic0.51Nonsignificant0.870.79Other4160
69EPI.colonic_enteroendocrine0.48Nonsignificant—0.00Other11
70HEP.pericentral_lipoprotein0.46Nonsignificant—0.00Other00
71EPI.skin_appendage_keratinocyte0.36Nonsignificant1.000.66Other87222
72MAC.resident_iron0.35Nonsignificant1.000.87Other1621
73EPI.tracheal_submucosal_gland0.35Nonsignificant—0.00Other00
74MESO.mesothelial_cell0.29Nonsignificant——Other218
75HPC.haematopoietic_progenitor_cell0.28Nonsignificant——Other211370
76MAC.proliferating0.28Nonsignificant1.001.02Other87253
77EC.lymphatic0.25Nonsignificant8.77e-041.31Other630998
78MAC.kupffer0.22Nonsignificant0.641.12Other189530
79EPI.renal_intercalated_cell_type_B0.20Nonsignificant—0.00Other67
80EPI.skin_keratinocyte_proliferating0.18Nonsignificant1.000.58Other4776
81EC.capillary0.14Nonsignificant0.011.11Other5141,635
82MAC.LAM0.14Nonsignificant1.000.59Other9142,064
83MAC.MDM0.14Nonsignificant1.000.64Other623986
84EPI.cervical_suprabasal0.13Nonsignificant—0.00Other1450
85FIB.skin_neurosecretory0.12Nonsignificant—2.32Other00
86EPI.salivary_intercalated_defense0.12Nonsignificant1.000.53Other81161
87EC.arterial0.12Nonsignificant0.021.10Other356885
88GRANU.MAST0.12Nonsignificant0.061.69Other56
89EPI.ectocervical_granular0.11Nonsignificant—0.00Other1123
90EPI.renal_intercalated_cell_type_A0.09Nonsignificant1.000.54Other67142
91B.naive0.09Nonsignificant1.16e-031.27Other307595
92MG.microglia0.08Nonsignificant——Other490
93SMC.smooth_muscle_cell0.07Nonsignificant——Other20101
94B.memory0.06Nonsignificant1.000.79Other442882
95MAC.resident_cardiac0.06Nonsignificant1.000.44Other4851,074
96FIB.skin_sheath0.06Nonsignificant0.531.27Other49118
97DC.cDC20.05Nonsignificant0.041.15Other1,1891,793
98FIB.suburothelial0.05Nonsignificant0.361.21Other122432
99B.age_associated0.05Nonsignificant1.000.88Other207350
100FIB.barrier_purinergic0.05Nonsignificant—1.67Other13
101EPI.renal_thick_ascending_limb0.05Nonsignificant1.000.72Other4531,153
102MUSC.muscle_stem_cell0.04Nonsignificant——Other418
103EPI.skin_interfollicular_spinous0.04Nonsignificant1.000.47Other260563
104EC.liver_sinusoidal0.04Nonsignificant1.000.75Other1,0831,925
105GRANU.neutrophil0.04Nonsignificant0.990.04Other1,2352,649
106FIB.lung_alveolar0.03Nonsignificant—1.33Other615
107FIB.perivascular_interface0.03Nonsignificant0.651.17Other00
108EPI.skin_hair_follicle_bulge0.03Nonsignificant1.000.51Other51178
109DC.mig0.03Nonsignificant—0.67Other89156
110EPI.lung_multiciliated0.02Nonsignificant1.000.63Other1649
111FIB.hepatic_stellate_cell0.02Nonsignificant—1.27Other64252
112EPI.renal_distal_tubule0.02Nonsignificant1.000.59Other133361
113EPI.esophageal_basal0.02Nonsignificant1.000.46Other410
114ASPC.adipose_stem_and_progenitor_cell0.02Nonsignificant——Other324930
115MEL.melanocyte0.02Nonsignificant——Other79242
116EPI.lung_club_secretory0.01Nonsignificant1.000.47Other514
117FIB.reticular0.01Nonsignificant1.001.04Other1987
118FIB.skin_tenogenic9.18e-03Nonsignificant—0.90Other108227
119MONO.CD148.56e-03Nonsignificant0.611.01Other2,2944,139
120EC.venous8.49e-03Nonsignificant1.000.47Other5161,387
121FIB.interstitial8.08e-03Nonsignificant1.000.92Other288940
122PERI.pericyte5.88e-03Nonsignificant——Other1170
123OLG.oligodendrocyte5.84e-03Nonsignificant——Other3841,397
124FIB.neurolectin_mucosa4.83e-03Nonsignificant1.000.86Other133394
125EPI.salivary_myoepithelial4.58e-03Nonsignificant1.000.32Other191714
126EC.heart_remodeling4.40e-03Nonsignificant1.000.69Other5691,594
127FIB.skin_papillary4.26e-03Nonsignificant—0.63Other00
128MONO.CD163.78e-03Nonsignificant0.880.98Other1,3041,835
129EPI.skin_follicular_keratinizing3.57e-03Nonsignificant1.000.36Other3081
130B.germinal_center3.44e-03Nonsignificant1.003.44e-03Other233655
131EPI.tracheal_basal3.13e-03Nonsignificant1.000.29Other3981,120
132EPI.skin_keratinocyte_progenitor3.03e-03Nonsignificant—0.00Other03
133GRNLSA.granulosa_cell2.94e-03Nonsignificant——Other2570
134FIB.adventitial2.92e-03Nonsignificant1.000.84Other2681,447
135FIB.transitioning2.67e-03Nonsignificant1.000.78Other172497
136FIB.barrier_secretory2.60e-03Nonsignificant1.000.88Other81228
137CM.cardiomyocyte2.52e-03Nonsignificant——Other5242,032
138FIB.tracheal_subepithelial2.08e-03Nonsignificant—0.00Other00
139EPI.thymic_cortical1.93e-03Nonsignificant1.000.56Other442824
140EPI.skin_sebaceous_duct_luminal1.72e-03Nonsignificant1.000.25Other100249
141EPI.esophageal_suprabasal1.37e-03Nonsignificant1.000.23Other158404
142DC.cDC11.22e-03Nonsignificant1.000.61Other55112
143EPI.tracheal_suprabasal1.10e-03Nonsignificant1.000.26Other2956
144EPI.renal_immature_ureteric_bud8.97e-04Nonsignificant1.000.19Other217569
145EPI.salivary_duct_excretory6.81e-04Nonsignificant1.000.20Other85180
146CHOND.chondrocyte3.60e-04Nonsignificant——Other519730
147EPI.renal_principal_cell3.30e-04Nonsignificant1.000.15Other207403
148EPI.skin_keratinocyte_basal9.48e-05Nonsignificant—0.00Other1326
149SKM.type_1_slow4.57e-05Nonsignificant0.291.09Other9232,478
150DC.pDC3.81e-05Nonsignificant1.000.23Other4961,028
151SKM.type_2_fast3.47e-05Nonsignificant0.630.99Other9722,639
152EPI.salivary_mucous_acinar2.34e-05Nonsignificant1.000.03Other6391,189

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1NEU.EXC_IT.adhesion26.33Significant1.87e-062.28—252108
2EPI.pancreatic_ductal_mucinous.mucin_rich_barrier24.05Significant0.041.92Specific4491,034
3T.CD8_Tem.motility_primed23.06Significant0.191.60—2694
4EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit22.93Significant—0.00—00
5EPI.pancreatic_ductal_bicarbonate.barrier_mucin22.07Significant3.50e-032.19Specific219533
6T.CD8_Tem.signaling_turnover22.02Significant0.191.59Specific425683
7NEU.INH_PVALB.neuromodulatory21.79Significant—1.41—00
8T.CD8_transitional.APC_like21.66Significant2.88e-062.16—20562
9T.CD8_Tem.early_helper_like21.50Significant0.960.99Specific445755
10NK.adaptive_axis_baseline21.05Significant2.90e-072.47—1,008153
11EPI.pancreatic_ductal_mucinous.remodeling_channel_rich20.99Significant—0.00Relevant00
12T.CD8_Tem.stress_adapted20.82Significant0.960.69—607520
13NK.adaptive_classII_inhibitory20.57Significant1.94e-052.33—880154
14NK.adaptive_HLAE_tuned20.25Significant2.90e-072.42—1,124189
15T.CD8_Tem.TEMRA20.02Significant0.960.64—9201,088
16T.CD4_cytotoxic.terminal_effector19.50Significant0.531.56—28621
17T.CD8_Tem.baseline19.38Significant0.960.48—458356
18NEU.EXC_IT.transitional19.29Significant0.011.82—237142
19NEU.INH_PVALB.serotonergic18.94Significant—1.10—00
20NK.adaptive_biosynthetic_primed18.88Significant0.241.54Relevant244405
21T.CD4_cytotoxic.NK_adapted18.85Significant0.710.91—8233
22T.CD4_Tem.cytotoxic_effector18.21Significant1.20e-072.58Specific225398
23T.CD4_cytotoxic.activated18.03Significant0.681.22Relevant31
24IPSC.mesenchymal_primed17.90Significant3.57e-142.26—00
25NK.adaptive_adipose_stress17.36Significant0.921.11—37439
26NK.adaptive_immature_precursor17.22Significant0.921.14—358111
27T.CD8_transitional.Trm_primed17.12Significant0.880.89—10815
28T.CD8_transitional.effector_primed17.02Significant0.211.28—435151
29NK.cytokine_quiescent16.78Significant1.000.87Specific6231,062
30NEU.INH_PVALB.fastspike16.78Significant—0.37—2422
31IPSC.proliferative16.15Significant1.67e-102.00—00
32NK.cytokine_repair_primed15.98Significant1.000.78—26611
33NK.cytokine_vascular_patrolling15.80Significant1.000.82—86394
34NEU.INH_PVALB.nuclear_reg15.66Significant0.911.01—2512
35NEU.INH_PVALB.metabotropic15.55Significant—0.00—00
36NEU.EXC_NTNG1.nuclear_reg15.53Significant—0.67—00
37NK.cytokine_axis_baseline15.34Significant0.981.02—1,172116
38T.CD4_cytotoxic.precursor15.29Significant0.681.10—15667
39T.CD4_cytotoxic.baseline15.11Significant0.960.19—00
40EPI.pancreatic_acinar.quiet_dedifferentiation15.09Significant0.031.88—142171
41NK.cytokine_biosynthetic_primed14.80Significant1.000.70—36021
42EPI.pancreatic_ductal_bicarbonate.baseline14.66Significant0.521.16Relevant1142
43NK.cytokine_tissue_activation14.63Significant1.000.65Relevant267450
44IPSC.neural_primed14.43Significant0.401.23—00
45EPI.pancreatic_ductal_bicarbonate.activated14.07Significant0.521.20—107
46T.CD8_transitional.early14.07Significant1.000.25—32755
47NEU.EXC_SYT2.nuclear_reg14.05Significant—0.00—00
48IPSC.midbrain_primed13.83Significant0.401.35Relevant00
49EPI.pancreatic_ductal_mucinous.proliferative_gastric_like13.83Significant—0.00—00
50EPI.pancreatic_ductal_bicarbonate.junctional_remodel13.27Significant—0.00Relevant49237
51T.CD8_Tcm.effector_bias12.93Significant0.271.63Relevant199329
52T.CD8_Trm.cytotoxic12.87Significant2.96e-041.92—16585
53EPI.pancreatic_acinar.baseline12.69Significant7.01e-042.28—274163
54EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump12.55Significant1.000.44Relevant40191
55NEU.EXC_CT.projector12.30Significant0.041.87—8726
56NK.adaptive_terminal_cytotoxic11.69Significant1.000.38Relevant485802
57T.CD4_Th17.cytotoxic11.60Significant1.66e-032.19—332123
58T.CD8_Tcm.gut_homing11.45Significant0.471.39—380112
59T.CD4_Tcm.synapse_dynamics11.11Significant0.071.92—1510
60EPI.intrahepatic_cholangiocyte_defense.secretory_barrier11.05Significant—0.73—00
61NEU.EXC_SYT2.synaptic10.99Significant—0.00—00
62NEU.EXC_CT.Ca2_signaling10.96Significant—0.26—6817
63T.CD4_transitional.primed_cytotoxic10.92Significant0.221.64—2830
64NEU.EXC_IT.structural10.66Significant1.000.95—17141
65T.CD8_Tcm.NK_like10.62Significant0.551.07Relevant334581
66T.CD4_Tem.transitional_CM10.45Significant1.000.47—3120
67IPSC.stress10.25Significant1.000.95Relevant00
68T.CD8_Trm.inflammatory10.25Significant0.801.13Relevant124176
69T.CD4_Tem.inflammatory10.15Significant1.000.23—286
70EPI.bile_duct_cholangiocyte.secretory_mucin10.09Significant—0.00Relevant712
71T.MAIT.stress10.07Significant—1.41—00
72NEU.INH_PVALB.chandelier10.06Significant1.000.00—1916
73IPSC.axial_identity_primed10.05Significant1.000.49—00
74T.CD8_Tcm.baseline9.95Significant0.551.05—9089
75T.gamma_delta.central_memory9.77Significant0.701.01Relevant460919
76THYMO.proliferative_S9.76Significant4.81e-072.49Specific163418
77IPSC.stromal_primed9.73Significant1.000.62—00
78T.CD4_Tem.long_term_memory9.61Significant1.000.11Relevant314587
79T.CD4_Tcm.effector_like9.58Significant0.071.78Relevant293533
80IPSC.canonical_pluripotent9.34Significant1.000.67—00
81EPI.pancreatic_ductal_progenitor.ciliated_transport9.23Significant—0.77Specific105368
82NEU.EXC_IT.neuromodulated9.16Significant1.000.47—176116
83T.CD8_Trm.muscosal_Tc179.15Significant1.000.80Relevant1938
84T.CD4_Tcm.secretory9.11Significant0.671.34—2011
85EPI.bile_duct_cholangiocyte.inflammatory_APC9.04Significant—0.07—20
86EPI.ileal_enterocyte_crypt.proliferative_G2M8.96Significant—1.33Specific1954
87EPI.pancreatic_acinar.inflammatory_regenerative8.88Significant0.910.88Relevant25113
88EPI.pancreatic_acinar.stress8.84Significant0.911.02—2828
89T.CD4_Tcm.baseline8.64Significant0.890.90—6131
90T.CD4_Tcm.Tfh_like8.59Significant0.890.98Relevant102214
91T.CD8_Tcm.helper_like8.52Significant1.000.08Relevant81159
92T.CD4_transitional.baseline8.49Significant0.581.13Relevant5997
93T.CD4_Tcm.tissue_homing8.45Significant0.411.47—7846
94T.CD4_Tcm.RNA_control8.39Significant0.890.92—964
95NEU.EXC_NTNG1.synaptic8.36Significant—0.00—00
96T.CD4_Tcm.DC_interact8.35Significant0.890.89—7232
97T.CD4_Tcm.migratory_cilium8.29Significant0.890.92—510
98NK.cytokine_lung_immediate_early8.21Significant1.000.18—424274
99T.CD4_Trm.helper_like8.20Significant0.051.71Specific84147
100T.CD8_naive.mito_proteostasis8.19Significant6.65e-042.50—428100
101T.MAIT.cytotoxic8.16Significant0.411.60—5215
102T.CD4_Tcm.retro_ZNF1178.14Significant0.980.74Relevant59
103T.gamma_delta.cytotoxic_effector8.13Significant0.701.01—349109
104T.CD4_Trm.cytotoxic_effector8.10Significant1.48e-031.91—11877
105THYMO.CD8aa_IELp8.08Significant—1.06Relevant17
106T.gamma_delta.early_effector8.08Significant0.760.76—890
107T.CD4_Th17.migratory8.06Significant0.900.71Relevant1323
108NEU.EXC_CT.remodeling7.96Significant—0.00—231
109OPC.homeostatic7.91Significant0.261.60—394160
110T.CD4_Tcm.Th2_like7.89Significant0.890.92Relevant2355
111T.CD4_Tcm.imprinted_splicing7.87Significant0.891.07Relevant617
112T.CD4_naive.Treg_like7.84Significant0.211.79—12172
113T.CD4_naive.gut_prone7.82Significant0.401.45—3570
114T.CD4_Th17.baseline7.76Significant0.900.58—515
115T.CD4_naive.survival_neddylation7.65Significant0.051.99Specific2638
116EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic7.65Significant—0.05—00
117T.CD4_naive.proteostasis_mitoprot7.64Significant0.301.51Relevant1537
118NEU.EXC_IT.callosal7.62Significant1.000.12—286119
119IPSC.mesodermal_primed7.55Significant1.000.17—00
120EPI.pancreatic_ductal_progenitor.baseline7.55Significant0.351.19Relevant179702
121T.CD4_Treg.Tr1_like7.54Significant—0.75—88
122OPC.proliferative_immune_interact7.44Significant0.261.44Relevant180373
123T.CD4_Tcm.APC_mimicry7.42Significant0.980.57—5443
124EPI.pancreatic_acinar.adhesion_remodeling7.42Significant0.990.30Relevant210784
125EPI.intrahepatic_cholangiocyte_defense.raft_maturation7.39Significant—0.00Relevant00
126T.CD4_Tcm.crosstalk_myeloid7.34Significant0.980.68—54
127T.CD4_naive.resist_bystander7.34Significant0.211.64—4025
128T.CD4_naive.purinergic7.33Significant0.451.26—491
129EPI.pancreatic_ductal_bicarbonate.inflammatory7.31Significant1.000.11Relevant1432
130EPI.pancreatic_acinar.metabolic_onecarbon7.30Significant0.990.23—287328
131T.CD4_Treg.central_naive_like7.27Significant0.031.67—33345
132T.CD8_Trm.homeostatic7.27Significant1.000.23—425
133T.MAIT.quiescent7.05Significant0.811.18—1005
134T.CD4_transitional.tissue_enagement7.02Significant0.980.53Relevant511
135T.CD4_naive.proteostasis6.96Significant0.860.85—149
136T.CD4_transitional.primed_helper_effector6.79Significant0.581.24Relevant1943
137T.CD4_naive.mature_mitoprot6.78Significant0.431.20Relevant212476
138T.CD4_naive.neddylation6.73Significant0.860.81Relevant104222
139EPI.intrahepatic_cholangiocyte_transport.mucin_secretory6.69Significant—1.15Relevant00
140EPI.hepatic_ductular_cholangiocyte.ion_transport6.67Significant—1.32Relevant00
141T.CD4_naive.homeostatic6.65Significant0.860.85—215108
142EPI.hepatic_ductular_cholangiocyte.stress6.65Significant—1.01Relevant00
143NEU.INH_VIP.matrix6.65Significant—1.69—2477
144T.CD4_naive.neddylation_mitoprot6.64Significant0.711.05—9356
145EPI.extrahepatic_cholangiocyte.mucin_secretory6.62Significant—0.00Relevant00
146T.CD4_Tcm.stress6.61Significant0.980.31Relevant511
147EPI.pancreatic_ductal_bicarbonate.stress6.55Significant—0.00—1233
148T.CD4_naive.survival_mitoprot6.53Significant0.401.37—137
149T.CD4_naive.survival6.53Significant0.860.89Relevant1217
150EPI.colonocyte.junction_remodeling6.53Significant0.031.90Specific218305
151EPI.pancreatic_ductal_perivascular.protective_antioxidant6.52Significant—0.02Relevant1169
152T.CD4_Tcm.regulatory_poised6.50Significant0.980.38—23
153T.MAIT.vesicle6.46Significant0.810.83Relevant3765
154T.CD4_naive.mature6.46Significant0.980.70—211100
155NK.cytokine_tissue_resident6.43Significant1.000.18—7482
156T.CD4_Tfh.effector_migratory6.40Significant5.12e-031.85—12257
157THYMO.SP_CD8_naive6.34Significant2.71e-031.74Specific297177
158NEU.EXC_IT.guidance6.19Significant1.000.06—27463
159T.MAIT.early_activation6.18Significant0.810.82—574
160NEU.EXC_CT.Ca2_sensor6.16Significant—0.00—00
161OPC.premyelinating6.15Significant0.980.13—18512
162T.MAIT.MAPK_brake6.04Significant0.811.00Relevant4466
163T.CD8_naive.nfkb_related5.90Significant0.301.53Other10
164EPI.pancreatic_islet.alpha5.87Significant—0.94Specific152330
165EPI.pancreatic_ductal_bicarbonate.repair_actin_junction5.86Significant—0.00Relevant00
166THYMO.proliferative_G2M5.79Significant—0.31Other164413
167EPI.ileal_goblet.baseline5.72Significant0.121.95Relevant162
168T.CD4_transitional.APC_interacting5.70Significant0.980.22—1014
169EPI.colonic_tuft.homeostatic5.68Significant—0.42Other00
170T.CD8_naive.effector_transition5.67Significant0.341.35Relevant3562
171T.CD8_naive.innate_like5.64Significant0.571.04—101
172EPI.ileal_enterocyte_crypt.proliferative_S5.64Significant0.481.20Relevant42
173T.CD8_naive.vesicle_secretory5.61Significant0.381.23—420
174T.CD4_Trm.baseline5.61Significant1.000.67Other3121
175EPI.pancreatic_ductal_perivascular.baseline5.58Significant0.700.71Other15
176EPI.ileal_enterocyte_crypt.secretory_precursor5.38Nominal—0.30Other00
177T.CD8_naive.cytokine_dampened5.34Nominal0.381.22Other714
178NEU.INH_VIP.develop_niche5.33Nominal—1.08Other00
179T.CD8_naive.lipid_synthesis5.32Nominal0.301.50Other64
180T.CD8_naive.baseline5.26Nominal0.610.96Other1422
181IPSC.mesendo_primed5.23Nominal1.000.07Other00
182EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate5.18Nominal—0.35Other00
183EPI.ileal_goblet.stress_metallothionein5.11Nominal—0.00Other411
184T.MAIT.migratory5.04Nominal0.930.44Other101
185EPI.extrahepatic_cholangiocyte.barrier_interface5.02Nominal—0.00Other00
186EPI.colonocyte.secretory_boost5.01Nominal0.851.05Other9891
187ASTRO.neuromodulatory4.97Nominal0.271.50Other34172
188T.CD4_Trm.metal_stress4.96Nominal1.000.75Other3458
189ASTRO.immature_lipid4.92Nominal0.271.65Other23113
190T.CD8_Trm.dendritic_recruiter4.92Nominal1.000.02Other4785
191EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion4.91Nominal—0.57Other53
192NEU.INH_VIP.cannabinoid4.90Nominal—0.89Other00
193EPI.colonocyte.crypt_progenitor4.88Nominal0.850.97Other115265
194EPI.hepatic_ductular_cholangiocyte.polarity4.87Nominal—0.00Other00
195NEU.INH_LAMP5.exc_inh_balance4.85Nominal—0.94Other462
196EPI.ileal_goblet.inflammatory_mucin4.84Nominal0.890.28Other69
197THYMO.DP_early4.82Nominal1.000.72Other326313
198T.CD4_Treg.APC_interactive4.66Nominal0.940.64Other11828
199NEU.INH_VIP.nuclear_reg4.58Nominal—0.74Other204
200EPI.ileal_enterocyte_crypt.baseline4.49Nominal0.481.21Other116
201EPI.pancreatic_ductal_progenitor.ADM_like4.46Nominal—0.00Other00
202T.CD4_Tfh.precursor_migratory4.43Nominal0.970.95Other7227
203T.CD4_Trm.central_like4.33Nominal1.000.24Other3831
204IPSC.neuroendocrine_primed4.32Nominal—0.00Other00
205THYMO.SP_CD4_naive4.32Nominal1.000.57Other6575
206T.CD8_naive.splicing_enriched4.31Nominal1.000.19Other12016
207THYMO.SP_CD8_naive_stress4.30Nominal1.000.46Other11
208EPI.ileal_goblet.immature4.29Nominal—0.00Other00
209EPI.colonocyte.goblet_interface4.26Nominal—0.00Other1121
210EPI.salivary_serous_acinar.secretory_active4.19Nominal4.95e-152.97Other24269
211ASTRO.stress_mito4.14Nominal0.411.28Other47110
212ADIPO.hypoxia_remodelling4.12Nominal—1.05Other29105
213ASTRO.homeostatic4.08Nominal0.411.23Other200431
214ASTRO.A1_reactive3.98Nominal0.411.28Other433394
215T.CD4_Trm.stress_adaptive3.92Nominal1.000.35Other822
216EPI.alveolar_type_2.injury_primed3.88Nominal3.00e-061.67Other434245
217EPI.colonocyte.proximal_transport3.84Nominal0.870.65Other2412
218NEU.INH_VIP.LAMP5_hybrid3.80Nominal—0.29Other19
219T.CD4_Trm.activated3.67Nominal1.000.44Other3226
220EPI.colonocyte.ionocyte_BEST43.67Nominal0.870.52Other103188
221T.CD8_transitional.stress3.45Nominal—0.00Other2434
222NEU.INH_LAMP5.rosehip3.39Nominal—0.00Other00
223NEU.INH_LAMP5.glial_interface3.35Nominal—0.00Other00
224MAC.alveolar.biosynthetic_sterol_heme3.27Nominal0.051.62Other34740
225EPI.colonic_tuft.activated3.23Nominal—0.00Other00
226T.CD4_Treg.tissue_effector3.22Nominal0.231.33Other1613
227EPI.ileal_enterocyte_crypt.bile_transport3.08Nominal0.940.32Other20
228NEU.INH_LAMP5.projecting3.07Nominal—0.00Other00
229EPI.hepatic_ductular_cholangiocyte.barrier_chemokine3.06Nominal—0.00Other69
230MAC.alveolar.stress_metabolic2.98Nonsignificant0.611.15Other116148
231T.CD4_Tfh.canonical_GC_helper2.93Nonsignificant0.970.40Other12
232T.CD4_Tfh.suppression_exhaustion2.90Nonsignificant0.970.34Other02
233T.CD4_naive.activated_stress2.86Nonsignificant1.005.21e-03Other339429
234EPI.ileal_enterocyte_absorptive.brush_border2.83Nonsignificant2.80e-072.59Other5801,717
235EPI.hepatic_ductular_cholangiocyte.acute_phase_complement2.81Nonsignificant—0.00Other00
236EPI.hepatic_ductular_cholangiocyte.secretory_transport2.80Nonsignificant—0.00Other00
237EPI.ileal_enterocyte_crypt.villus_transition2.74Nonsignificant—0.00Other710
238ASTRO.stress_acute2.72Nonsignificant0.930.71Other6056
239ASTRO.hypoxia_angiogenic2.67Nonsignificant0.621.13Other518
240ASTRO.A2_reactive2.65Nonsignificant0.930.65Other1037
241HEP.canalicular_transport.ductular_like_transition2.37Nonsignificant4.63e-052.26Other40087
242EPI.thymic_medullary.hormone_xeno_barrier2.35Nonsignificant—0.26Other08
243T.CD4_Th2.precursor2.34Nonsignificant—0.48Other00
244PLAT.adhesion2.24Nonsignificant—0.48Other00
245ASTRO.synaptic_interaction2.22Nonsignificant1.000.17Other76334
246EPI.skin_sweat_duct_keratinocyte.proliferative_G2M2.20Nonsignificant—1.52Other00
247IPSC.endoderm_primed2.15Nonsignificant1.000.02Other00
248NK.immature_bridge2.13Nonsignificant1.000.00Other117122
249HEP.acute_phase.complement_antiviral2.11Nonsignificant0.071.67Other377751
250EPI.thymic_medullary.stress_APC2.10Nonsignificant0.361.39Other24
251HEP.canalicular_transport.injury_stress2.07Nonsignificant5.14e-042.02Other28924
252EPI.colonocyte.distal_absorptive2.05Nonsignificant—0.00Other00
253EPI.thymic_medullary.canonical_alarmin2.01Nonsignificant0.491.00Other817
254HEP.acute_phase.proliferative1.95Nonsignificant—0.71Other46
255SCHWN.axon_contact_cardiac1.93Nonsignificant9.48e-041.82Other1863
256ILC2.quiescent1.84Nonsignificant—0.00Other00
257HEP.canalicular_transport.secretory_ERAD_UPR1.83Nonsignificant0.331.30Other23228
258NEU.INH_VIP.regulatory_remodeling1.79Nonsignificant—0.00Other61
259HEP.acute_phase.baseline1.77Nonsignificant0.071.51Other94619
260EPI.gastric_foveolar.baseline1.75Nonsignificant—0.00Other00
261EPI.thymic_medullary.proliferative_APC1.74Nonsignificant—0.00Other00
262MAC.microglia_like.phagocytic_redox1.68Nonsignificant—0.52Other00
263MAC.alveolar.lipid_autophagy1.66Nonsignificant—0.00Other3544
264HEP.canalicular_transport.baseline1.65Nonsignificant0.481.18Other199477
265HEP.periportal_metabolic.inflammatory_activated1.64Nonsignificant3.25e-061.99Other7121,610
266NEU.INH_VIP.opioid1.59Nonsignificant—0.00Other509
267NEU.INH_VIP.canonical_disinhibitory1.52Nonsignificant0.950.34Other5938
268HEP.canalicular_transport.pericentral_like_hypoxia1.46Nonsignificant1.000.52Other3268
269PLAT.megakaryocytic1.41Nonsignificant—0.00Other00
270HEP.acute_phase.complement_metabolic1.35Nonsignificant1.000.53Other1,4233,464
271EPI.ileal_bile_transport.detox_transcytosis1.33Nonsignificant—0.00Other01
272EPI.ileal_bile_transport.absorptive_xenobiotic1.33Nonsignificant0.281.46Other1112
273EPI.endocervical_secretory.secretory_translocon1.31Nonsignificant—0.67Other00
274NEU.INH_VIP.excitatory_coupled1.31Nonsignificant—0.00Other130
275HEP.acute_phase.hypoxia_lipid1.30Nonsignificant—0.00Other00
276NEU.INH_VIP.enkephalinergic1.29Nonsignificant—0.00Other00
277EPI.colonic_enteroendocrine.enterochromaffin_serotonin1.27Nonsignificant—0.97Other00
278EPI.skin_sweat_duct_keratinocyte.barrier1.23Nonsignificant—0.57Other00
279EPI.alveolar_type_1.baseline1.19Nonsignificant0.101.68Other80
280EPI.skin_hair_follicle_companion.gap_junction_contractile1.19Nonsignificant—0.97Other00
281THYMO.DP_early_stress1.16Nonsignificant—0.00Other00
282HEP.periportal_metabolic.canonical_urea_cycle1.16Nonsignificant0.111.33Other1,464269
283HEP.canalicular_transport.inflammatory1.14Nonsignificant1.000.26Other1,335194
284ILC2.activated1.10Nonsignificant—0.44Other00
285HEP.canalicular_transport.sterol_lipid_biosynthesis1.10Nonsignificant—0.00Other1020
286EPI.ileal_enterocyte_absorptive.villus_tip1.09Nonsignificant1.000.00Other43
287MAC.alveolar.capillary_interacting1.06Nonsignificant0.681.00Other113181
288EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic1.03Nonsignificant—0.60Other00
289PC.IgA_muocsal.migratory1.01Nonsignificant0.321.23Other41
290PC.IgG_systemic.secretory0.96Nonsignificant0.501.29Other00
291EPI.skin_appendage_keratinocyte.sebaceous_apocrine0.93Nonsignificant—1.10Other3982
292MAC.alveolar.inflammatory0.92Nonsignificant1.000.30Other208312
293NEU.INH_VIP.serotonergic0.92Nonsignificant—0.00Other92
294PC.IgA_muocsal.activated0.89Nonsignificant0.371.15Other178
295PC.IgA_muocsal.plasmablast0.87Nonsignificant0.431.12Other54
296HEP.acute_phase.inflammatory0.86Nonsignificant1.000.03Other382649
297MAC.alveolar.scavenging_endocytic0.85Nonsignificant—0.00Other140283
298HEP.acute_phase.stress_secretory0.84Nonsignificant1.000.15Other263
299HEP.periportal_metabolic.stress_chaperone0.84Nonsignificant—0.02Other66128
300HEP.periportal_metabolic.xenobiotic_detox0.81Nonsignificant1.000.73Other1,440139
301EPI.renal_proximal_tubule.onecarbon_peroxisome0.80Nonsignificant0.720.63Other5889
302EPI.renal_proximal_tubule.detox_antioxidant0.79Nonsignificant0.720.93Other39477
303MAC.resident_repair.chemokine_angiocrine0.78Nonsignificant0.401.29Other87138
304THYMO.DN_preTCR0.77Nonsignificant1.000.06Other4171
305HEP.periportal_metabolic.urea_onecarbon_secretory0.72Nonsignificant1.000.78Other1,3323,053
306PC.IgA_muocsal.baseline0.70Nonsignificant0.990.64Other35
307EPI.alveolar_type_2.baseline_surfactant0.67Nonsignificant1.000.81Other649
308T.CD4_Th2.tissue_adapted0.66Nonsignificant—0.00Other00
309EPI.skin_sweat_duct_keratinocyte.proliferative_S0.66Nonsignificant—0.00Other00
310HEP.periportal_metabolic.apolipoprotein_secretory0.64Nonsignificant1.000.81Other43110
311HPC.LMPP0.64Nonsignificant0.101.36Other6531
312ILC2.migratory0.63Nonsignificant—0.00Other00
313MAC.resident_repair.ECM_stromal_crosstalk0.62Nonsignificant0.351.43Other95158
314EPI.skin_appendage_keratinocyte.transit_amplifying0.56Nonsignificant—0.62Other109358
315MAC.resident_iron.heme_catabolism0.55Nonsignificant0.191.45Other3051
316MESO.baseline0.53Nonsignificant0.351.19Other06
317EPI.salivary_duct_ion_transport.baseline0.53Nonsignificant——Other00
318EPI.pancreatic_islet.beta0.51Nonsignificant0.990.29Other4257
319EPI.skin_keratinocyte_proliferating.detox_repair0.51Nonsignificant—0.73Other00
320MAC.kupffer.tolerogenic0.51Nonsignificant—0.87Other4549
321MAC.resident_repair.antigen_presenting0.49Nonsignificant0.731.04Other244113
322HEP.pericentral_lipoprotein.UPR_redox0.49Nonsignificant—0.67Other00
323MAC.kupffer.stress0.47Nonsignificant0.071.26Other93
324EPI.alveolar_type_2.stress_response0.44Nonsignificant1.001.32e-03Other6751,562
325HEP.pericentral_lipoprotein.ApoB_coagulation0.43Nonsignificant—0.00Other00
326DC.cDC2.proliferative0.43Nonsignificant—1.37Other3971
327EC.lymphatic.activated0.42Nonsignificant0.581.07Other4773
328EPI.tracheal_submucosal_gland.ductal_luminal0.42Nonsignificant—0.00Other00
329EPI.skin_interfollicular_spinous.upper_lipid0.41Nonsignificant—1.48Other66
330EPI.ectocervical_granular.immune_interact0.41Nonsignificant—1.15Other00
331MAC.resident_iron.APC_iron_sensing0.39Nonsignificant0.321.21Other211114
332EC.lymphatic.tip_migratory0.38Nonsignificant0.211.28Other2337
333PC.IgG_systemic.interacting0.38Nonsignificant0.770.74Other00
334MESO.secretory_structural0.37Nonsignificant—0.28Other00
335EPI.skin_sweat_duct_keratinocyte.repair0.37Nonsignificant—0.00Other00
336THYMO.SP_CD8_transitional0.34Nonsignificant1.000.00Other3275
337SCHWN.translation_boost0.34Nonsignificant—0.00Other81
338EPI.skin_sweat_duct_keratinocyte.signal_gate0.32Nonsignificant—0.00Other4326
339MAC.MDM.complement_resolving0.31Nonsignificant0.181.24Other440860
340HPC.GMP_granulocytic0.31Nonsignificant—0.38Other33
341EPI.skin_hair_follicle_companion.bulge_anchor_signaling0.30Nonsignificant—0.00Other00
342PC.IgG_systemic.stress0.30Nonsignificant—0.17Other15
343EPI.skin_appendage_keratinocyte.ductal_immune_interacting0.29Nonsignificant1.001.05Other716
344MAC.proliferating.DNA_replication0.29Nonsignificant0.680.80Other36
345MAC.microglia_like.inflammatory_chemokine0.28Nonsignificant—0.00Other2032
346EPI.skin_hair_follicle_companion.activated_migratory0.28Nonsignificant—0.00Other00
347EPI.tracheal_submucosal_gland.acinar_serous0.28Nonsignificant—0.00Other00
348MAC.resident_repair.stress_iron0.28Nonsignificant0.980.69Other4897
349EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal0.28Nonsignificant—0.00Other00
350HEP.periportal_metabolic.acute_phase_barrier0.27Nonsignificant1.000.91Other533138
351EPI.endocervical_secretory.squamous_barrier0.26Nonsignificant—0.00Other00
352HPC.MPP_IEG0.25Nonsignificant0.870.88Other4546
353MAC.proliferating.stress0.25Nonsignificant—0.00Other87136
354EPI.salivary_intercalated_defense.canonical_antimicrobial0.24Nonsignificant8.25e-031.32Other1122
355EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo0.24Nonsignificant—0.00Other00
356HPC.GMP_inflammatory0.23Nonsignificant0.870.96Other2010
357MAC.resident_iron.stress_tolerogenic0.22Nonsignificant—0.00Other00
358EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling0.22Nonsignificant—0.00Other00
359EC.capillary.inflammatory0.22Nonsignificant0.870.99Other2751
360EC.lymphatic.baseline0.22Nonsignificant0.581.03Other3872
361MAC.LAM.inflammatory_APC0.21Nonsignificant0.031.22Other872165
362MAC.resident_iron.heme_recycling0.21Nonsignificant—0.00Other3037
363ADIPO.thermogenic0.20Nonsignificant—0.14Other00
364EPI.renal_intercalated_cell_type_B.baseline0.20Nonsignificant—0.00Other31
365EPI.renal_distal_tubule.ciliated_remodelling0.20Nonsignificant—1.64Other00
366EC.arterial.metabolic0.20Nonsignificant0.111.34Other195159
367MESO.antiviral0.19Nonsignificant—0.28Other38
368EPI.lung_multiciliated.mature_motile_cilia0.19Nonsignificant—1.53Other00
369PC.IgG_systemic.metabolic0.19Nonsignificant0.561.14Other4663
370MAC.microglia_like.patrolling_adhesive0.19Nonsignificant—0.00Other00
371EPI.cervical_suprabasal.secretory_vesicle0.18Nonsignificant—0.73Other00
372EPI.skin_appendage_keratinocyte.ductal_barrier_detox0.18Nonsignificant1.000.00Other3334
373MAC.resident_iron.redox_metabolic0.17Nonsignificant0.680.87Other44
374EC.capillary.baseline0.17Nonsignificant0.741.15Other246560
375MAC.resident_repair.lipid_phagocytic0.16Nonsignificant1.000.11Other228604
376HPC.CLP_B_primed0.16Nonsignificant—0.10Other00
377B.naive.baseline0.16Nonsignificant0.241.41Other1013
378EC.lymphatic.valve0.16Nonsignificant—0.26Other00
379MESO.activated_stress0.16Nonsignificant—0.00Other00
380EC.capillary.stress0.15Nonsignificant0.791.09Other4436
381EPI.renal_thick_ascending_limb.cation_flux0.15Nonsignificant0.291.22Other5795
382MAC.LAM.lipid_opsonization0.15Nonsignificant0.511.01Other4514
383MAC.MDM.LAM_like0.15Nonsignificant0.810.95Other1214
384EC.capillary.activated0.15Nonsignificant0.791.22Other25
385SMC.contractile0.14Nonsignificant4.17e-031.36Other80588
386EC.capillary.angiocrine0.14Nonsignificant0.791.04Other250630
387GRANU.MAST.resting_granule0.14Nonsignificant—0.42Other00
388EC.arterial.inflammatory0.14Nonsignificant0.731.08Other6350
389B.naive.receptor_recycle0.14Nonsignificant0.241.38Other510
390EC.arterial.elastic0.14Nonsignificant0.111.35Other2245
391EPI.renal_thick_ascending_limb.salt_sensing0.13Nonsignificant0.471.23Other73103
392EC.arterial.ion_pump0.13Nonsignificant0.601.20Other32
393EC.arterial.arteriole_interface0.13Nonsignificant0.781.01Other3112
394MEL.dedifferentiated_migratory0.13Nonsignificant—0.76Other00
395GRANU.MAST.activated_acute0.13Nonsignificant—0.15Other00
396FIB.skin_neurosecretory.baseline0.12Nonsignificant—0.00Other00
397EC.arterial.mito_contact0.12Nonsignificant0.810.95Other145
398B.naive.activated0.12Nonsignificant0.481.22Other77127
399EPI.colonic_enteroendocrine.progenitor0.12Nonsignificant—0.00Other00
400EPI.renal_intercalated_cell_type_A.acid_secretion0.12Nonsignificant2.35e-041.19Other126
401B.naive.remodeling0.12Nonsignificant0.491.15Other135230
402MG.baseline0.12Nonsignificant0.541.07Other165
403EC.arterial.arteriole_gas_exchange0.11Nonsignificant1.000.80Other238131
404B.memory.activated0.11Nonsignificant0.271.30Other10529
405EPI.skin_keratinocyte_proliferating.early_spinous_transition0.11Nonsignificant—0.00Other135290
406FIB.suburothelial.urothelial_interface0.11Nonsignificant4.69e-041.85Other98
407B.age_associated.naive_transitional0.10Nonsignificant—0.59Other00
408GRANU.MAST.activated_repair0.10Nonsignificant—0.00Other01
409MONO.CD14.repair_M2_like0.10Nonsignificant0.571.08Other5501,495
410EC.liver_sinusoidal.remodeling_lipotoxicity0.09Nonsignificant—1.08Other9058
411B.naive.purinergic0.09Nonsignificant0.821.02Other384820
412MUSC.activated_migratory0.09Nonsignificant0.191.70Other67
413MONO.CD14.platelet_bound0.09Nonsignificant0.591.08Other964176
414EC.capillary.migratory0.08Nonsignificant0.900.92Other181509
415SCHWN.reactive_inflammatory0.08Nonsignificant—0.00Other00
416EPI.alveolar_type_1.activated0.08Nonsignificant—0.00Other00
417EPI.cervical_suprabasal.inflammatory_repair0.08Nonsignificant—0.00Other00
418DC.cDC2.antiviral0.08Nonsignificant1.001.03Other10037
419B.naive.antigen_presenting_ready0.07Nonsignificant0.930.94Other4873
420MAC.resident_cardiac.phagocytic_homeostasis0.07Nonsignificant3.78e-041.69Other5641,221
421EPI.ectocervical_granular.secretory_apocrine0.07Nonsignificant—0.32Other00
422ASPC.signal_integrator0.07Nonsignificant—0.00Other00
423FIB.barrier_purinergic.lipid_secretory0.07Nonsignificant—0.48Other00
424HEP.periportal_metabolic.stress_checkpoint0.07Nonsignificant1.000.15Other234786
425GRANU.neutrophil.primed_degranulation0.07Nonsignificant—0.90Other00
426B.naive.proteostasis0.07Nonsignificant0.930.87Other4969
427FIB.skin_sheath.stress_chaperone0.07Nonsignificant—0.00Other00
428MAC.MDM.APC_dendritic0.06Nonsignificant0.810.98Other4815
429FIB.lung_alveolar.stress_interacting0.06Nonsignificant—0.97Other00
430B.naive.metabolic0.06Nonsignificant0.970.65Other5079
431MAC.LAM.antimicrobial0.06Nonsignificant0.491.11Other38993
432DC.cDC2.pro_inflammatory0.06Nonsignificant1.000.98Other35
433B.naive.restrained0.06Nonsignificant0.970.70Other183353
434EPI.salivary_serous_acinar.quiescent0.06Nonsignificant1.000.06Other178493
435ASPC.mesothelial_like0.06Nonsignificant0.531.36Other143486
436FIB.skin_sheath.neuro_vascular_interface0.06Nonsignificant—6.94e-17Other00
437HPC.MPP_activated0.05Nonsignificant—0.00Other00
438B.memory.baseline0.05Nonsignificant0.890.92Other47299
439MONO.CD16.platelet_bound0.05Nonsignificant0.071.30Other372508
440EC.venous.cardiac_structural0.05Nonsignificant0.891.17Other102229
441CM.inflammatory0.05Nonsignificant—2.05Other00
442EC.liver_sinusoidal.prostanoid0.05Nonsignificant—0.32Other1164
443FIB.perivascular_interface.vasomotor_tone0.05Nonsignificant—0.69Other00
444B.age_associated.migratory0.05Nonsignificant0.421.13Other22
445EC.arterial.homeostatic0.05Nonsignificant1.000.46Other243
446B.memory.pDC_imprint0.05Nonsignificant0.891.00Other157103
447HPC.MEP0.05Nonsignificant0.870.79Other5991,195
448DC.cDC2.tolerogenic_regulatory0.05Nonsignificant1.000.92Other444
449FIB.skin_sheath.ECM_immune0.04Nonsignificant—0.00Other00
450B.memory.preactivated0.04Nonsignificant0.890.89Other173174
451SMC.metabolic0.04Nonsignificant0.990.91Other1440
452FIB.suburothelial.inflammatory_prostanoid0.04Nonsignificant—0.16Other00
453FIB.perivascular_interface.vascular_BM_remodelling0.04Nonsignificant—0.51Other00
454CM.contractile_oxphos0.04Nonsignificant1.001.09Other619
455EPI.skin_interfollicular_spinous.inflammatory0.04Nonsignificant—0.51Other00
456EC.liver_sinusoidal.secretory_lipoprotein0.04Nonsignificant0.451.20Other12070
457EC.capillary.postcap_venule0.04Nonsignificant1.000.72Other355261
458EPI.ectocervical_granular.inflammatory0.04Nonsignificant—0.00Other00
459MG.expanding0.04Nonsignificant0.541.14Other21
460EPI.colonic_enteroendocrine.Lcell_peptide0.04Nonsignificant—0.00Other00
461EPI.skin_hair_follicle_bulge.anagen_growth0.04Nonsignificant—0.46Other00
462ASPC.niche_keeping_progenitor0.04Nonsignificant0.741.11Other52219
463B.memory.migratory0.04Nonsignificant0.890.73Other123208
464MAC.kupffer.monocyte_like0.04Nonsignificant—0.00Other00
465MONO.CD14.APC_like0.04Nonsignificant0.571.04Other1,6862,493
466MUSC.quiescent_reservoir0.03Nonsignificant0.890.61Other28
467MUSC.baseline0.03Nonsignificant0.890.87Other00
468EC.liver_sinusoidal.hypoxia_metabolic0.03Nonsignificant0.451.06Other183107
469MAC.LAM.anti_inflammatory0.03Nonsignificant0.510.99Other86132
470FIB.hepatic_stellate_cell.fibrogenic0.03Nonsignificant—0.73Other00
471EPI.skin_hair_follicle_bulge.niche_crosstalk0.03Nonsignificant—0.07Other2988
472MEL.neurotrophic_migratory0.03Nonsignificant—1.31Other00
473FIB.suburothelial.contractile_myofibroblast0.03Nonsignificant—0.00Other90
474DC.mig.baseline0.03Nonsignificant—0.00Other10
475EPI.skin_keratinocyte_proliferating.anchor_remodel0.03Nonsignificant—0.00Other00
476MUSC.early_activation0.03Nonsignificant0.890.41Other432
477GRANU.neutrophil.antiviral_endotoxin0.03Nonsignificant—0.00Other00
478EPI.skin_hair_follicle_bulge.quiescent0.03Nonsignificant0.550.91Other5669
479MG.phagocytic_APC0.03Nonsignificant0.900.77Other258
480ASPC.adipocyte_capillary_interface0.03Nonsignificant0.801.07Other2154
481FIB.adventitial.activated_remodelling0.02Nonsignificant—0.82Other141319
482EPI.skin_interfollicular_spinous.stress_UPR0.02Nonsignificant—0.79Other00
483EPI.lung_club_secretory.canonical_surfactant0.02Nonsignificant—0.49Other74104
484EPI.pancreatic_islet.delta0.02Nonsignificant—0.00Other00
485SMC.activated0.02Nonsignificant0.990.52Other25
486ASPC.secretory0.02Nonsignificant0.801.01Other765
487PERI.baseline0.02Nonsignificant0.361.16Other3966
488MAC.resident_cardiac.antigen_presenting0.02Nonsignificant1.000.15Other5227
489FIB.barrier_purinergic.stress_GF_binding0.02Nonsignificant—0.00Other00
490EPI.lung_club_secretory.inflammatory0.02Nonsignificant—0.79Other00
491EPI.esophageal_basal.activated_progenitor0.02Nonsignificant0.071.79Other10
492FIB.hepatic_stellate_cell.contractile0.02Nonsignificant—0.00Other00
493ASPC.remodeling0.02Nonsignificant0.800.99Other106354
494EC.liver_sinusoidal.stress0.02Nonsignificant—0.00Other413158
495FIB.hepatic_stellate_cell.inflammatory0.02Nonsignificant—0.00Other00
496B.age_associated.activated0.02Nonsignificant—0.00Other1822
497FIB.interstitial.immune_interact0.02Nonsignificant0.901.13Other121
498EC.lymphatic.scavenger0.02Nonsignificant1.000.54Other203257
499FIB.reticular.stromal_niche0.01Nonsignificant0.231.23Other00
500EPI.skin_interfollicular_spinous.baseline0.01Nonsignificant1.000.99Other353
501OLG.stress0.01Nonsignificant0.051.14Other2328
502B.germinal_center.DZ_M_phase0.01Nonsignificant—1.47Other00
503EPI.salivary_myoepithelial.contractile_repair0.01Nonsignificant—0.81Other39
504FIB.lung_alveolar.mito_secretory0.01Nonsignificant—0.00Other00
505FIB.reticular.immune_interface0.01Nonsignificant—0.00Other16
506FIB.adventitial.adhesion_lipid0.01Nonsignificant0.221.22Other58209
507DC.cDC2.migratory0.01Nonsignificant0.441.16Other18539
508FIB.interstitial.remodeling0.01Nonsignificant0.901.14Other319
509ASPC.preadipocyte_lipid_primed0.01Nonsignificant0.930.93Other331129
510ASPC.proliferative0.01Nonsignificant0.741.20Other3385
511EPI.esophageal_basal.junctional_barrier0.01Nonsignificant—0.00Other00
512MAC.resident_cardiac.inflammatory_reparative0.01Nonsignificant1.000.36Other3196
513ASPC.baseline0.01Nonsignificant0.800.99Other363170
514FIB.suburothelial.homeostasis_matrix0.01Nonsignificant1.000.00Other258921
515FIB.perivascular_interface.lipid_shuttle0.01Nonsignificant—0.00Other51170
516EC.arterial.angiogenic_tip0.01Nonsignificant—0.00Other3037
517EC.liver_sinusoidal.inflammatory0.01Nonsignificant—0.00Other223154
518MAC.MDM.inflammatory_phagocytic0.01Nonsignificant1.000.26Other19952
519MAC.LAM.lipid_phagocytosis0.01Nonsignificant0.491.09Other369328
520DC.cDC2.lipid_metabolic0.01Nonsignificant—0.35Other00
521EPI.salivary_intercalated_defense.inflammatory0.01Nonsignificant1.000.11Other152360
522GRANU.neutrophil.tissue_patrolling9.84e-03Nonsignificant—0.00Other00
523MAC.kupffer.metabolic9.81e-03Nonsignificant—0.00Other2536
524MONO.CD16.hepatic_mac_like9.43e-03Nonsignificant0.171.13Other803117
525ASPC.inflammatory9.30e-03Nonsignificant0.800.94Other2161
526FIB.skin_tenogenic.baseline9.18e-03Nonsignificant—0.00Other02
527EPI.skin_interfollicular_spinous.early_differentiation8.86e-03Nonsignificant1.000.70Other8919
528EC.venous.baseline8.82e-03Nonsignificant0.960.97Other346807
529EC.heart_remodeling.remodeling_secretory8.65e-03Nonsignificant0.331.26Other6051,341
530MEL.secretory_quiescent8.65e-03Nonsignificant1.000.97Other1913
531EPI.lung_club_secretory.ciliogenesis_primed7.77e-03Nonsignificant—0.00Other00
532OLG.myelinating_mature7.44e-03Nonsignificant0.881.03Other36394
533GRNLSA.lipid_hypoxia7.43e-03Nonsignificant0.311.22Other280
534EPI.thymic_cortical.secretory_remodeling7.26e-03Nonsignificant—0.69Other41
535EC.capillary.angiogenic_tip6.92e-03Nonsignificant1.000.08Other186218
536ASPC.stem_like_progenitor6.87e-03Nonsignificant0.741.09Other300842
537ASPC.activated6.86e-03Nonsignificant0.960.79Other164162
538FIB.neurolectin_mucosa.nerve_interface6.74e-03Nonsignificant—0.49Other40
539EPI.salivary_myoepithelial.baseline6.50e-03Nonsignificant0.781.15Other42141
540EC.venous.quiescent_homeostatic6.40e-03Nonsignificant0.891.07Other456360
541EC.venous.activated6.03e-03Nonsignificant0.960.98Other247752
542EC.heart_remodeling.angiocrine5.86e-03Nonsignificant0.831.08Other182525
543GRNLSA.cholesterol_mevalonate5.83e-03Nonsignificant0.911.09Other94
544FIB.transitioning.secretory_procollagen5.74e-03Nonsignificant—0.96Other00
545PERI.inflammatory5.27e-03Nonsignificant0.731.06Other4077
546FIB.adventitial.inflammatory_activated5.26e-03Nonsignificant0.711.10Other100473
547EPI.tracheal_basal.activated_stress4.94e-03Nonsignificant0.091.53Other320
548FIB.reticular.stress_metallothionein4.82e-03Nonsignificant—0.00Other332
549FIB.interstitial.lipid_matrix4.64e-03Nonsignificant0.900.96Other258191
550OLG.myelinating_stress4.59e-03Nonsignificant1.000.94Other23262
551FIB.neurolectin_mucosa.axon_responsive4.59e-03Nonsignificant0.660.89Other1010
552EPI.skin_follicular_keratinizing.upper_infundibulum4.38e-03Nonsignificant—0.51Other82
553FIB.neurolectin_mucosa.remodeling_repair4.37e-03Nonsignificant—0.00Other42
554FIB.skin_papillary.baseline4.26e-03Nonsignificant—0.00Other00
555FIB.barrier_secretory.homeostasis4.10e-03Nonsignificant—0.43Other00
556FIB.neurolectin_mucosa.inflammatory4.03e-03Nonsignificant0.660.94Other52110
557EPI.skin_keratinocyte_progenitor.activated_stress4.02e-03Nonsignificant—0.11Other00
558DC.cDC1.proliferative3.96e-03Nonsignificant—1.53Other00
559CHOND.angiogenic3.95e-03Nonsignificant—1.84Other00
560FIB.interstitial.mesenchymal_regulator3.59e-03Nonsignificant0.900.98Other44
561EPI.ectocervical_granular.proliferative_basal3.56e-03Nonsignificant—0.00Other00
562DC.cDC2.adhesion_signaling3.45e-03Nonsignificant1.000.64Other359
563EPI.skin_sebaceous_duct_luminal.ECM_remodelling3.44e-03Nonsignificant0.021.57Other29
564EPI.skin_follicular_keratinizing.root_infundibulum3.41e-03Nonsignificant—0.00Other00
565GRNLSA.chemokine_mechanosensory3.28e-03Nonsignificant0.910.97Other10
566GRNLSA.EMT_insulin_signaling3.25e-03Nonsignificant0.911.05Other4784
567EPI.esophageal_suprabasal.proliferative_S3.09e-03Nonsignificant—0.96Other2641
568FIB.transitioning.ISG_primed_interface3.07e-03Nonsignificant—0.05Other1780
569B.germinal_center.LZ_selection2.99e-03Nonsignificant—0.58Other00
570CM.baseline2.93e-03Nonsignificant1.000.99Other3930
571MESO.activated_migratory2.89e-03Nonsignificant—0.00Other00
572EPI.esophageal_suprabasal.basal_transitional2.77e-03Nonsignificant0.391.32Other4467
573EPI.salivary_intercalated_defense.basal_EMT2.77e-03Nonsignificant—0.00Other00
574EPI.skin_follicular_keratinizing.transit_amplifying2.65e-03Nonsignificant—0.00Other2149
575OLG.reactive_repair2.61e-03Nonsignificant0.881.05Other385385
576EPI.salivary_myoepithelial.activated2.59e-03Nonsignificant0.990.69Other85281
577FIB.tracheal_subepithelial.baseline2.08e-03Nonsignificant—0.00Other00
578OLG.vesicle_trafficking2.08e-03Nonsignificant1.000.89Other12410
579ADIPO.immature2.03e-03Nonsignificant—0.00Other2440
580EPI.skin_interfollicular_spinous.stress_oxidative1.96e-03Nonsignificant—0.00Other00
581EPI.tracheal_basal.homeostatic_progenitor1.93e-03Nonsignificant0.980.20Other28574
582FIB.adventitial.mechano_chemo_sensing1.83e-03Nonsignificant0.941.01Other135524
583EPI.renal_distal_tubule.repair1.83e-03Nonsignificant—0.70Other34102
584EPI.tracheal_suprabasal.transitional_wound1.82e-03Nonsignificant—0.60Other161
585MAC.kupffer.fibrogenic1.77e-03Nonsignificant—0.00Other00
586FIB.interstitial.mesenchymal_APC1.76e-03Nonsignificant1.000.59Other8133
587OLG.regulatory1.62e-03Nonsignificant1.000.80Other35373
588DC.cDC1.homeostatic_inhibitory1.60e-03Nonsignificant—0.00Other00
589EPI.renal_thick_ascending_limb.canonical_salt_transporter1.58e-03Nonsignificant0.950.83Other322317
590EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro1.52e-03Nonsignificant—0.18Other00
591GRNLSA.stress_metabolic1.51e-03Nonsignificant—0.52Other12
592PERI.cardiac_skeletal1.50e-03Nonsignificant0.960.95Other313630
593FIB.transitioning.motility_remodelling1.49e-03Nonsignificant—0.00Other00
594EPI.renal_thick_ascending_limb.remodeling1.36e-03Nonsignificant0.950.75Other15292
595EC.heart_remodeling.perivascular1.22e-03Nonsignificant0.830.83Other124408
596EC.heart_remodeling.capillary_metabolic1.20e-03Nonsignificant0.831.12Other54414
597MONO.CD14.inflammatory1.16e-03Nonsignificant0.611.13Other92134
598MONO.CD16.baseline1.14e-03Nonsignificant0.911.02Other501
599B.germinal_center.LZ_survival1.11e-03Nonsignificant—0.00Other00
600EPI.renal_immature_ureteric_bud.osmoprotective1.10e-03Nonsignificant0.421.14Other12644
601CHOND.pro_inflammatory9.90e-04Nonsignificant0.851.09Other181351
602MEL.stress_glucocorticoid9.80e-04Nonsignificant1.000.93Other1134
603FIB.adventitial.mito_secretory9.74e-04Nonsignificant0.941.02Other217
604EPI.renal_principal_cell.canonical_vasopressin9.72e-04Nonsignificant1.001.07Other20
605FIB.transitioning.matrix_stress9.63e-04Nonsignificant—0.00Other47138
606PERI.angiocrine9.59e-04Nonsignificant0.960.73Other93102
607EPI.skin_interfollicular_spinous.transition_basal9.12e-04Nonsignificant1.000.00Other100127
608EPI.salivary_myoepithelial.junctional_transport9.01e-04Nonsignificant0.990.30Other66121
609DC.cDC2.monocyte_like8.88e-04Nonsignificant1.000.58Other1,285791
610EPI.esophageal_suprabasal.differentiating_keratin8.87e-04Nonsignificant1.000.38Other13161
611MONO.CD14.remodeling8.85e-04Nonsignificant1.000.97Other2,373295
612DC.cDC1.cross_presenting8.67e-04Nonsignificant—0.17Other00
613EC.heart_remodeling.remodeling_stalk8.47e-04Nonsignificant0.830.84Other33111
614FIB.reticular.ECM_builder8.18e-04Nonsignificant—0.00Other00
615FIB.adventitial.baseline7.80e-04Nonsignificant1.000.86Other157278
616EPI.skin_sebaceous_duct_luminal.detox_repair7.74e-04Nonsignificant0.790.78Other13794
617B.germinal_center.DZ_S_phase7.51e-04Nonsignificant—0.00Other00
618FIB.adventitial.PI16_matrix7.29e-04Nonsignificant1.000.82Other7090
619EPI.salivary_duct_excretory.baseline6.84e-04Nonsignificant0.740.84Other2357
620EPI.salivary_duct_excretory.stress6.73e-04Nonsignificant0.741.05Other3368
621EPI.esophageal_suprabasal.proliferative_G2M6.27e-04Nonsignificant—0.13Other00
622EC.venous.remodeling_stalk6.23e-04Nonsignificant0.960.89Other559566
623DC.cDC1.baseline6.14e-04Nonsignificant—0.16Other00
624CHOND.remodeling5.71e-04Nonsignificant—0.68Other50
625EPI.skin_keratinocyte_progenitor.quiescent_stem_like5.61e-04Nonsignificant—0.00Other00
626EPI.esophageal_suprabasal.proliferative_exit5.39e-04Nonsignificant—0.04Other00
627FIB.barrier_secretory.remodeling5.26e-04Nonsignificant—0.00Other00
628EPI.renal_distal_tubule.ion_transport4.84e-04Nonsignificant—6.94e-17Other00
629EPI.renal_thick_ascending_limb.barrier_repair4.70e-04Nonsignificant0.950.66Other141284
630EPI.skin_interfollicular_spinous.proliferative4.62e-04Nonsignificant—0.00Other00
631EPI.skin_sebaceous_duct_luminal.immune_interface4.53e-04Nonsignificant—0.00Other00
632EPI.renal_principal_cell.activated_acute4.38e-04Nonsignificant1.001.09Other2959
633OLG.regulatory_activated4.27e-04Nonsignificant1.000.62Other196614
634EPI.salivary_serous_acinar.seromucous_like4.04e-04Nonsignificant—0.00Other00
635MONO.CD14.baseline3.60e-04Nonsignificant1.000.83Other2,26876
636EPI.renal_immature_ureteric_bud.defense_secretory3.04e-04Nonsignificant0.760.86Other4576
637EPI.skin_keratinocyte_basal.transit_amplifying3.03e-04Nonsignificant—0.97Other00
638FIB.interstitial.stress_secretory3.02e-04Nonsignificant1.000.38Other9256
639FIB.adventitial.complement_angiocrine3.02e-04Nonsignificant1.000.60Other153684
640GRNLSA.secretory_remodeling3.00e-04Nonsignificant0.910.90Other9025
641ADIPO.inflammatory2.99e-04Nonsignificant—0.00Other00
642EC.venous.adipose_lipid2.93e-04Nonsignificant1.000.62Other254476
643EPI.renal_principal_cell.inflammatory2.90e-04Nonsignificant1.000.92Other74157
644MONO.CD16.patrolling2.50e-04Nonsignificant1.000.85Other797216
645B.germinal_center.LZ_memory_precursor2.42e-04Nonsignificant—0.00Other00
646DC.cDC1.activated2.42e-04Nonsignificant—0.00Other00
647CHOND.articular_collagen2.34e-04Nonsignificant1.000.93Other551266
648EC.heart_remodeling.activated_acute1.99e-04Nonsignificant0.980.35Other102186
649CM.mechano_activated1.73e-04Nonsignificant1.001.02Other205134
650MAC.kupffer.inflammatory1.73e-04Nonsignificant—0.00Other74
651EPI.tracheal_suprabasal.secretory_immune9.83e-05Nonsignificant—0.00Other00
652EPI.lung_multiciliated.baseline9.33e-05Nonsignificant—0.16Other07
653EPI.renal_intercalated_cell_type_A.PC_transitional9.03e-05Nonsignificant—0.00Other203407
654SKM.type_1_slow.contractile9.01e-05Nonsignificant0.061.21Other5968
655GRNLSA.proliferative_migratory7.45e-05Nonsignificant0.990.46Other248292
656DC.pDC.immature_metabolic7.30e-05Nonsignificant0.171.31Other78124
657MEL.mature_oxidative_traffic6.35e-05Nonsignificant1.000.48Other247285
658EPI.renal_principal_cell.injury_repair6.10e-05Nonsignificant1.000.61Other269
659SKM.type_2_fast.oxidative_IIa5.05e-05Nonsignificant0.361.09Other94656
660EPI.skin_keratinocyte_basal.basement_anchoring4.90e-05Nonsignificant—0.00Other00
661EPI.lung_multiciliated.stress4.58e-05Nonsignificant—0.00Other67165
662DC.pDC.poised_migratory3.55e-05Nonsignificant0.631.15Other5495
663EPI.renal_distal_tubule.immune_modulatory3.13e-05Nonsignificant—0.00Other00
664EC.heart_remodeling.translation_boost2.89e-05Nonsignificant—0.00Other00
665CM.mito_proteostasis2.84e-05Nonsignificant1.000.99Other32929
666EPI.salivary_mucous_acinar.baseline2.34e-05Nonsignificant——Other394683
667MONO.CD16.inflammatory2.13e-05Nonsignificant1.000.56Other1,640168
668EPI.renal_distal_tubule.stress1.92e-05Nonsignificant—0.00Other00
669CHOND.activated_fibro_like1.87e-05Nonsignificant1.000.41Other531188
670MONO.CD14.cord_tolerance1.82e-05Nonsignificant1.000.80Other864753
671SKM.type_1_slow.glycolytic1.81e-05Nonsignificant1.000.93Other362647
672EPI.skin_keratinocyte_basal.spinous_transition1.72e-05Nonsignificant—0.00Other00
673CM.oxidative_phospho1.56e-05Nonsignificant1.000.97Other266792
674MAC.LAM.perivascular_angiocrine1.07e-05Nonsignificant—0.00Other53138
675GRNLSA.p53_damage8.56e-06Nonsignificant—0.00Other1310
676CM.sarcomere_actin_interface7.99e-06Nonsignificant1.000.96Other45078
677SKM.type_2_fast.glycolytic_IIx_IIb7.82e-06Nonsignificant0.421.03Other5651,482
678SKM.type_1_slow.oxidative5.80e-06Nonsignificant1.000.40Other802251
679DC.pDC.baseline5.38e-06Nonsignificant0.830.70Other88123
680GRNLSA.angiocrine_mechanosensory4.07e-06Nonsignificant—0.00Other00
681CM.osmoprotection3.95e-06Nonsignificant1.000.95Other3457
682CM.translation_boost_RPL2.90e-06Nonsignificant1.000.96Other1291
683EPI.renal_principal_cell.intercalated_like2.71e-06Nonsignificant1.000.03Other6366
684EPI.lung_club_secretory.ciliogenesis_axoneme1.82e-06Nonsignificant—0.00Other00
685CM.anti_inflammatory1.43e-08Nonsignificant1.000.86Other4241,503
686CM.translation_boost_RPS2.71e-10Nonsignificant1.000.83Other6916
687EPI.thymic_cortical.baseline5.90e-12Nonsignificant0.780.79Other185386
688EPI.thymic_cortical.Notch_interface8.05e-13Nonsignificant—0.00Other82137

Associated genes: best evidence per gene

One row per gene, using its best association: priority ascending (01 before 02), then gene credibility score descending. G-tier and C-tier are the source genetic and cellular tiers from that same winning association. Score is the gene_credibility_score, not an IC score, expression measurement or new P-value. The marker column lists exact matches to the supplied annotation marker lists, with hierarchy levels. The separate scope-pooled enriched column lists exact matches to the union of up to 100 Enriched-tier genes per population from every valid published scope. Genes first require expression > 0.01 in at least 5% of finite-valued cells and log2 fold change > 2, then are ranked by descending log2 fold change using full-population cells. Fewer than 100 qualifying genes are retained without lower-tier backfill. Each population appears only once per gene; larger match lists use a compact link to their complete named-cell list. This is a candidate pool, not enrichment in every scope. Both columns match gene symbols case-insensitively, without aliases or inheritance. Enriched genes are not automatically annotation markers or specific to one cell type. A blank match in either column does not prove absence of expression. Use only matches belonging to the requested scope and level from both columns. Read the linked cell-gene reference for the supporting scope, rank, enrichment detection percentage and comparison-cell counts. Prioritize the requested scope and level; Overview is broader context, and enrichment found only in another scope is not local evidence. IC means remain full-atlas values. Marker and enrichment overlap are distinct supporting context, not proof of causality or treatment efficacy. The linked cell-gene reference provides every marker and scope-specific top-100 score.

Complete annotation marker lists · Complete markers and scope-aware enriched-gene evidence for all cell types, subtypes and states

78 unique genes. Showing 1–78. 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)
TRBJ2-101-High0.7514.48G1C1———610
TRBJ2-201-High0.7514.48G1C1———610
TRBJ2-2P01-High0.7514.48G1C1———610
TRBJ2-301-High0.7514.48G1C1———610
TRBJ2-401-High0.7514.48G1C1———610
TRBJ2-501-High0.7414.25G1C1———610
TRBJ2-601-High0.7414.25G1C1———610
TRBJ2-701-High0.7414.25G1C1———610
ENSG0000029009901-High0.7414.53G1C1———23
PRSS202-Medium0.7713.14G1C2EPI.pancreatic_acinar (L1S), EPI.pancreatic_acinar.baseline (L2), EPI.pancreatic_ductal_progenitor.ADM_like (L2)EPI.pancreatic_acinar (Tier: specific)
EPI.pancreatic_ductal_progenitor.ciliated_transport (Tier: specific)
EPI.pancreatic_ductal_progenitor (Tier: relevant)
EPI.pancreatic_acinar.adhesion_remodeling (Tier: relevant)
EPI.pancreatic_acinar.inflammatory_regenerative (Tier: relevant)
EPI.pancreatic_ductal_perivascular.protective_antioxidant (Tier: relevant)
EPI.pancreatic_ductal_progenitor.baseline (Tier: relevant)
33 cells — complete matches21
TRBD102-Medium0.7614.51G1C2———23
TRBJ1-102-Medium0.7514.00G1C2———33
PRSS3P102-Medium0.7212.75G1C2———21
TRBC102-Medium0.7012.28G1C2T_cell (L1)——69
TRBC202-Medium0.6712.13G1C2———56
ENSG0000031043002-Medium0.6712.33G1C2———33
TRBJ1-302-Medium0.669.52G1C2———33
TRBJ1-402-Medium0.669.52G1C2———33
TRBJ1-502-Medium0.669.52G1C2———33
TRBJ1-602-Medium0.669.52G1C2———33
PRSS102-Medium0.6512.78G1C2EPI.pancreatic_acinar (L1S), EPI.pancreatic_acinar.baseline (L2)EPI.pancreatic_acinar (Tier: specific)
EPI.pancreatic_ductal_progenitor.ciliated_transport (Tier: specific)
EPI.pancreatic_ductal_progenitor (Tier: relevant)
EPI.pancreatic_acinar.adhesion_remodeling (Tier: relevant)
EPI.pancreatic_acinar.inflammatory_regenerative (Tier: relevant)
EPI.pancreatic_ductal_perivascular.protective_antioxidant (Tier: relevant)
EPI.pancreatic_ductal_progenitor.baseline (Tier: relevant)
17 cells — complete matches99
ENSG0000029997902-Medium0.6412.50G1C2———34
ENSG0000028683102-Medium0.6210.67G1C2———21
TRBV3002-Medium0.6110.23G1C2———57
TRBV2802-Medium0.618.56G1C2———33
ENSG0000029227102-Medium0.609.30G1C2———33
ENSG0000028888202-Medium0.6010.19G1C2———49
TRBV2702-Medium0.6010.19G1C2———49
EPHB602-Medium0.6011.37G1C2NEU.INH_LAMP5.projecting (L2), NEU.INH_VIP.matrix (L2)T.CD4_naive.survival_neddylation (Tier: specific)
T.CD4_Tem.cytotoxic_effector (Tier: specific)
THYMO.SP_CD8_naive (Tier: specific)
T.MAIT (Tier: relevant)
EPI.hepatic_ductular_cholangiocyte.ion_transport (Tier: relevant)
EPI.hepatic_ductular_cholangiocyte.stress (Tier: relevant)
EPI.pancreatic_ductal_bicarbonate.baseline (Tier: relevant)
T.CD4_naive.mature_mitoprot (Tier: relevant)
T.CD4_Tcm.imprinted_splicing (Tier: relevant)
T.CD4_transitional.primed_helper_effector (Tier: relevant)
T.MAIT.MAPK_brake (Tier: relevant)
T.MAIT.vesicle (Tier: relevant)
THYMO.CD8aa_IELp (Tier: relevant)
67 cells — complete matches811
TRBV29-102-Medium0.609.27G1C2———33
ENSG0000030806302-Medium0.5910.75G1C2———811
TRBJ1-202-Medium0.598.70G1C2———12
TRBV20-102-Medium0.587.69G1C2———710
SPINK102-Medium0.5811.69G1C2EPI.intrahepatic_cholangiocyte_defense.secretory_barrier (L2), EPI.pancreatic_acinar.baseline (L2), EPI.pancreatic_ductal_progenitor.ADM_like (L2)EPI.pancreatic_acinar (Tier: specific)
EPI.pancreatic_ductal_mucinous (Tier: specific)
EPI.ileal_enterocyte_crypt.proliferative_G2M (Tier: specific)
EPI.pancreatic_ductal_bicarbonate.barrier_mucin (Tier: specific)
EPI.pancreatic_ductal_mucinous.mucin_rich_barrier (Tier: specific)
EPI.pancreatic_ductal_progenitor.ciliated_transport (Tier: specific)
EPI.bile_duct_cholangiocyte (Tier: relevant)
EPI.intrahepatic_cholangiocyte_defense (Tier: relevant)
EPI.pancreatic_ductal_progenitor (Tier: relevant)
EPI.bile_duct_cholangiocyte.secretory_mucin (Tier: relevant)
EPI.hepatic_ductular_cholangiocyte.ion_transport (Tier: relevant)
EPI.ileal_enterocyte_crypt.proliferative_S (Tier: relevant)
EPI.ileal_goblet.baseline (Tier: relevant)
EPI.intrahepatic_cholangiocyte_defense.raft_maturation (Tier: relevant)
EPI.intrahepatic_cholangiocyte_transport.mucin_secretory (Tier: relevant)
EPI.pancreatic_acinar.adhesion_remodeling (Tier: relevant)
EPI.pancreatic_acinar.inflammatory_regenerative (Tier: relevant)
EPI.pancreatic_ductal_mucinous.remodeling_channel_rich (Tier: relevant)
EPI.pancreatic_ductal_perivascular.protective_antioxidant (Tier: relevant)
EPI.pancreatic_ductal_progenitor.baseline (Tier: relevant)
66 cells — complete matches22
JAKMIP202-Medium0.5710.62G1C2—T.CD4_Tem (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_transitional (Tier: specific)
T.CD4_Tem.cytotoxic_effector (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD8_Tem.signaling_turnover (Tier: specific)
T.CD8_Trm (Tier: relevant)
NK.adaptive_biosynthetic_primed (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_Tcm.retro_ZNF117 (Tier: relevant)
T.CD4_Tcm.stress (Tier: relevant)
T.CD4_Tcm.Tfh_like (Tier: relevant)
T.CD4_transitional.primed_helper_effector (Tier: relevant)
T.CD4_transitional.tissue_enagement (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
T.CD8_Tcm.helper_like (Tier: relevant)
T.CD8_Trm.inflammatory (Tier: relevant)
T.CD8_Trm.muscosal_Tc17 (Tier: relevant)
67 cells — complete matches11
ENSG0000030529802-Medium0.556.82G1C2———34
TRBV1902-Medium0.547.98G1C2———12
TRBV23-102-Medium0.545.01G1C2———12
TRBV25-102-Medium0.516.32G1C2———37
TRBV1602-Medium0.5110.16G1C2———10
TRBV24-102-Medium0.516.09G1C2———22
SCGB3A202-Medium0.509.55G1C2EPI.lung_club_secretory.canonical_surfactant (L2)—15 cells — complete matches22
TRBV7-902-Medium0.505.18G1C2———12
TRBV1802-Medium0.494.76G1C2———22
ENSG0000030804502-Medium0.497.07G1C2———33
TRBV1402-Medium0.494.06G1C2———12
TRPV502-Medium0.485.85G1C2——6 cells — complete matches37
ARHGEF35-AS102-Medium0.474.77G1C2———10
CASP202-Medium0.474.13G2C1—NK.cytokine_quiescent (Tier: specific)
T.CD4_Tem.cytotoxic_effector (Tier: specific)
T.CD4_Tcm.effector_like (Tier: relevant)
T.CD4_transitional.baseline (Tier: relevant)
T.CD4_transitional.tissue_enagement (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
26 cells — complete matches610
ENSG0000028763002-Medium0.476.56G1C2———11
TRBV12-302-Medium0.475.16G1C2———26
ARHGEF3502-Medium0.474.52G1C2—T.CD4_transitional (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_transitional.primed_helper_effector (Tier: relevant)
T.CD8_Tcm.helper_like (Tier: relevant)
27 cells — complete matches10
TRPV602-Medium0.475.01G1C2EPI.pancreatic_ductal_bicarbonate.baseline (L2)EPI.pancreatic_ductal_bicarbonate (Tier: specific)
EPI.pancreatic_ductal_bicarbonate.barrier_mucin (Tier: specific)
EPI.pancreatic_ductal_progenitor.ciliated_transport (Tier: specific)
EPI.extrahepatic_cholangiocyte (Tier: relevant)
EPI.intrahepatic_cholangiocyte_defense (Tier: relevant)
EPI.pancreatic_ductal_progenitor (Tier: relevant)
EPI.extrahepatic_cholangiocyte.mucin_secretory (Tier: relevant)
EPI.hepatic_ductular_cholangiocyte.ion_transport (Tier: relevant)
EPI.hepatic_ductular_cholangiocyte.stress (Tier: relevant)
EPI.intrahepatic_cholangiocyte_defense.raft_maturation (Tier: relevant)
EPI.intrahepatic_cholangiocyte_transport.mucin_secretory (Tier: relevant)
EPI.pancreatic_ductal_bicarbonate.baseline (Tier: relevant)
EPI.pancreatic_ductal_bicarbonate.inflammatory (Tier: relevant)
EPI.pancreatic_ductal_bicarbonate.junctional_remodel (Tier: relevant)
EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump (Tier: relevant)
EPI.pancreatic_ductal_bicarbonate.repair_actin_junction (Tier: relevant)
EPI.pancreatic_ductal_perivascular.protective_antioxidant (Tier: relevant)
EPI.pancreatic_ductal_progenitor.baseline (Tier: relevant)
49 cells — complete matches34
ENSG0000028993802-Medium0.467.48G2C2———11
ENSG0000029114902-Medium0.452.12G1C2———57
TRBV1502-Medium0.454.00G1C2———10
KEL02-Medium0.454.68G1C2——12 cells — complete matches69
TRBV6-102-Medium0.444.77G1C2———00
C5orf4602-Medium0.446.11G1C2EPI.skin_sweat_duct_keratinocyte.barrier (L2)—29 cells — complete matches22
TRBV10-302-Medium0.433.67G1C2———00
TRBV12-502-Medium0.422.82G1C2———10
TRBV5-502-Medium0.422.73G1C2———37
CELA2A02-Medium0.426.31G1C2EPI.pancreatic_acinar.baseline (L2), EPI.pancreatic_ductal_progenitor.ADM_like (L2)EPI.pancreatic_acinar (Tier: specific)
EPI.pancreatic_ductal_progenitor.ciliated_transport (Tier: specific)
EPI.pancreatic_ductal_progenitor (Tier: relevant)
EPI.pancreatic_acinar.adhesion_remodeling (Tier: relevant)
EPI.pancreatic_acinar.inflammatory_regenerative (Tier: relevant)
EPI.pancreatic_ductal_perivascular.protective_antioxidant (Tier: relevant)
EPI.pancreatic_ductal_progenitor.baseline (Tier: relevant)
19 cells — complete matches77
CTRC02-Medium0.416.21G1C2EPI.pancreatic_acinar.baseline (L2), EPI.pancreatic_ductal_progenitor.ADM_like (L2)EPI.pancreatic_acinar (Tier: specific)
EPI.pancreatic_ductal_progenitor.ciliated_transport (Tier: specific)
EPI.pancreatic_ductal_progenitor (Tier: relevant)
EPI.pancreatic_acinar.adhesion_remodeling (Tier: relevant)
EPI.pancreatic_acinar.inflammatory_regenerative (Tier: relevant)
EPI.pancreatic_ductal_perivascular.protective_antioxidant (Tier: relevant)
EPI.pancreatic_ductal_progenitor.baseline (Tier: relevant)
17 cells — complete matches65
TRBV6-502-Medium0.402.61G1C2———35
PIP02-Medium0.384.17G1C2EPI.salivary_intercalated_defense.canonical_antimicrobial (L2), EPI.salivary_serous_acinar.secretory_active (L2), EPI.tracheal_submucosal_gland.acinar_serous (L2)—16 cells — complete matches510
FHAD1-AS102-Medium0.376.56G1C2———65
TRBV7-302-Medium0.372.76G1C2———00
TMEM139-AS102-Medium0.363.54G2C2———59
TRBV6-402-Medium0.352.40G1C2———00
EFHD2-AS102-Medium0.355.04G1C2———65
ENSG0000028877402-Medium0.348.45G2C2———00
CELA2B02-Medium0.334.29G1C2EPI.pancreatic_acinar.baseline (L2), EPI.pancreatic_ductal_progenitor.ADM_like (L2)EPI.pancreatic_acinar (Tier: specific)
EPI.pancreatic_ductal_progenitor (Tier: relevant)
EPI.pancreatic_acinar.adhesion_remodeling (Tier: relevant)
EPI.pancreatic_acinar.inflammatory_regenerative (Tier: relevant)
EPI.pancreatic_ductal_perivascular.protective_antioxidant (Tier: relevant)
EPI.pancreatic_ductal_progenitor.baseline (Tier: relevant)
22 cells — complete matches76
FHAD102-Medium0.323.62G1C2—EPI.intrahepatic_cholangiocyte_transport.mucin_secretory (Tier: relevant)41 cells — complete matches78
EFHD202-Medium0.323.48G1C2T.CD4_Th17.cytotoxic (L2), T.CD8_Tcm.effector_bias (L2)natural_killer_cell (Tier: specific)
NK.natural_killer_cell (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
T.gamma_delta (Tier: specific)
NK.cytokine_quiescent (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD8_Tem.signaling_turnover (Tier: specific)
NK.adaptive_biosynthetic_primed (Tier: relevant)
NK.adaptive_terminal_cytotoxic (Tier: relevant)
NK.cytokine_tissue_activation (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_Tcm.NK_like (Tier: relevant)
T.gamma_delta.central_memory (Tier: relevant)
52 cells — complete matches65
CASP902-Medium0.302.44G1C2——17 cells — complete matches65
ENSG0000029084902-Medium0.281.35G1C2———31
TMEM5102-Medium0.183.30G2C2—EPI.intrahepatic_cholangiocyte_transport.mucin_secretory (Tier: relevant)49 cells — complete matches514

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.