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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.

FING00000061 · All tissues

All dysplastic lesions of the cervix uteri, vagina or vulva: 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: Premalignant lesion, Cervix

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)
1hepatocyte18.64Significant3.50e-341.22Specific1,5153,822
2natural_killer_cell14.29Significant2.71e-401.22Specific1,2042,052
3epithelial_cell4.23Nominal4.04e-041.05Other2447
4chondrocyte2.91Nonsignificant1.000.96Other5481,069
5mesothelial_cell2.68Nonsignificant1.000.90Other636
6T_cell2.05Nonsignificant1.000.89Other470959
7neuron1.88Nonsignificant1.000.92Other3301,328
8plasma_cell1.56Nonsignificant1.000.84Other1724
9induced_pluripotent_stem_cell1.53Nonsignificant1.000.94Other00
10B_cell1.03Nonsignificant1.000.81Other356694
11astrocyte0.17Nonsignificant1.000.63Other2561,203
12endothelial_cell0.15Nonsignificant1.000.70Other373974
13granulosa_cell0.15Nonsignificant1.000.60Other293670
14innate_lymphoid_cell_20.09Nonsignificant1.000.67Other38
15thymocyte0.07Nonsignificant1.000.55Other168512
16muscle_stem_cell0.07Nonsignificant1.000.60Other727
17dendritic_cell0.05Nonsignificant1.000.65Other496724
18granulocyte0.03Nonsignificant1.000.54Other56
19fibroblast0.03Nonsignificant1.000.49Other184826
20haematopoietic_progenitor_cell0.03Nonsignificant1.000.62Other262502
21schwann_cell0.03Nonsignificant1.000.52Other1057
22microglia0.02Nonsignificant1.000.50Other61129
23pericyte0.01Nonsignificant1.000.45Other128517
24smooth_muscle_cell0.01Nonsignificant1.000.45Other27139
25oligodendrocyte_precursor_cell0.01Nonsignificant1.000.43Other4611,454
26adipose_stem_and_progenitor_cell0.01Nonsignificant1.000.46Other327954
27macrophage8.97e-03Nonsignificant1.000.48Other8131,732
28melanocyte6.64e-03Nonsignificant1.000.43Other97309
29cardiomyocyte3.92e-03Nonsignificant1.000.49Other5332,045
30oligodendrocyte2.42e-03Nonsignificant1.000.34Other3851,507
31adipocyte1.64e-03Nonsignificant1.000.35Other33111
32platelet7.32e-04Nonsignificant—0.00Other85104
33monocyte5.08e-04Nonsignificant1.000.37Other2,1763,871
34skeletal_muscle_cell6.23e-05Nonsignificant1.000.19Other9442,600

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1HEP.acute_phase28.26Significant8.07e-222.32Specific1,4413,641
2HEP.periportal_metabolic19.92Significant0.021.33Specific1,7504,427
3EPI.pancreatic_acinar18.96Significant1.32e-171.54Specific4291,475
4B.germinal_center17.28Significant7.01e-161.99Specific233655
5EPI.skin_interfollicular_spinous16.13Significant1.22e-051.46Specific260563
6EPI.skin_sweat_duct_keratinocyte15.24Significant0.131.30Relevant146301
7NK.natural_killer_cell14.29Significant——Specific1,2042,045
8T.CD8_Tem13.38Significant1.60e-491.51Specific1,0831,857
9EPI.salivary_myoepithelial10.82Significant4.36e-041.37Specific191714
10HEP.canalicular_transport10.64Significant1.000.03Specific1,2903,434
11T.CD4_cytotoxic9.57Significant4.73e-061.37Specific8551,493
12EPI.intrahepatic_cholangiocyte_transport8.58Significant—0.95Relevant1242
13EPI.skin_keratinocyte_proliferating8.57Significant1.001.14Relevant4776
14EPI.skin_appendage_keratinocyte8.31Significant0.561.18Relevant87222
15NEU.EXC_SYT26.78Significant—1.72Specific4077
16EPI.salivary_mucous_acinar6.17Significant0.061.22Relevant6391,189
17EPI.skin_keratinocyte_basal5.92Significant—0.66Other1326
18EPI.skin_sebaceous_duct_luminal5.64Significant1.000.96Other100249
19EPI.extrahepatic_cholangiocyte5.58Significant—0.71Relevant3771
20EPI.lung_club_secretory5.56Significant1.001.16Other514
21EPI.renal_distal_tubule5.33Nominal1.000.86Other133361
22NEU.EXC_NTNG15.01Nominal—1.69Other00
23EPI.skin_follicular_keratinizing4.66Nominal1.001.10Other3081
24EPI.bile_duct_cholangiocyte4.07Nominal1.001.00Other3760
25EPI.skin_keratinocyte_progenitor3.81Nominal—0.32Other03
26EPI.hepatic_ductular_cholangiocyte3.31Nominal1.000.84Other83243
27EPI.pancreatic_ductal_bicarbonate3.17Nominal1.000.87Other131548
28EPI.skin_hair_follicle_companion2.97Nonsignificant—0.36Other812
29CHOND.chondrocyte2.91Nonsignificant——Other519730
30EPI.intrahepatic_cholangiocyte_defense2.76Nonsignificant—0.35Other813
31EPI.colonocyte2.72Nonsignificant1.000.83Other294815
32MESO.mesothelial_cell2.68Nonsignificant——Other218
33EPI.renal_immature_ureteric_bud2.64Nonsignificant1.000.78Other217569
34NEU.EXC_IT2.46Nonsignificant3.81e-061.72Other411192
35EPI.renal_thick_ascending_limb2.44Nonsignificant1.000.73Other4531,153
36T.gamma_delta2.34Nonsignificant1.001.06Other5881,078
37EPI.renal_intercalated_cell_type_A2.33Nonsignificant1.000.80Other67142
38EPI.ileal_enterocyte_crypt2.10Nonsignificant1.000.68Other67113
39EPI.pancreatic_islet2.04Nonsignificant1.000.65Other52132
40NEU.INH_VIP1.95Nonsignificant1.000.81Other241366
41T.CD4_Treg1.88Nonsignificant1.001.07Other244511
42PC.IgG_systemic1.86Nonsignificant0.021.53Other4160
43EPI.esophageal_basal1.57Nonsignificant1.000.64Other410
44EPI.renal_intercalated_cell_type_B1.54Nonsignificant—0.06Other67
45IPSC.induced_pluripotent_stem_cell1.53Nonsignificant——Other00
46PC.IgA_muocsal1.52Nonsignificant0.221.18Other1831
47EPI.esophageal_suprabasal1.36Nonsignificant1.000.58Other158404
48EPI.pancreatic_ductal_mucinous1.27Nonsignificant1.000.65Other219430
49EPI.gastric_foveolar1.26Nonsignificant—0.00Other00
50T.CD4_Th171.14Nonsignificant1.000.84Other421794
51EC.heart_remodeling1.10Nonsignificant4.25e-091.16Other5691,594
52T.CD4_Tcm1.09Nonsignificant1.000.80Other494988
53T.CD8_transitional1.04Nonsignificant1.000.79Other497932
54EPI.salivary_duct_excretory0.99Nonsignificant1.000.59Other85180
55B.naive0.89Nonsignificant0.041.20Other307595
56B.memory0.78Nonsignificant0.990.84Other442882
57T.CD4_transitional0.77Nonsignificant1.000.77Other48110
58EPI.ileal_goblet0.76Nonsignificant1.000.63Other181432
59T.CD8_Tcm0.75Nonsignificant1.000.63Other460926
60T.CD8_naive0.70Nonsignificant1.000.53Other317708
61NEU.INH_LAMP50.68Nonsignificant1.000.42Other263532
62T.CD4_Tem0.66Nonsignificant1.000.59Other365697
63EPI.renal_principal_cell0.63Nonsignificant1.000.48Other207403
64EPI.ileal_enterocyte_absorptive0.57Nonsignificant1.000.52Other118338
65EPI.tracheal_submucosal_gland0.56Nonsignificant—0.00Other00
66EPI.alveolar_type_10.53Nonsignificant1.000.51Other26101
67T.CD4_Th20.49Nonsignificant—0.00Other12
68EPI.pancreatic_ductal_perivascular0.47Nonsignificant1.000.45Other430
69EPI.ileal_bile_transport0.46Nonsignificant1.000.51Other6193
70T.CD4_naive0.45Nonsignificant1.000.29Other399866
71T.CD4_Tfh0.45Nonsignificant1.000.60Other4745
72EPI.tracheal_suprabasal0.44Nonsignificant1.000.46Other2956
73B.age_associated0.41Nonsignificant0.990.46Other207350
74HEP.pericentral_lipoprotein0.38Nonsignificant—0.00Other00
75FIB.transitioning0.34Nonsignificant0.021.35Other172497
76T.CD8_Trm0.33Nonsignificant1.000.61Other211346
77DC.pDC0.28Nonsignificant8.49e-031.14Other4961,028
78EPI.skin_hair_follicle_bulge0.27Nonsignificant1.000.40Other51178
79T.MAIT0.27Nonsignificant1.000.24Other469855
80EPI.salivary_serous_acinar0.23Nonsignificant4.28e-031.21Other233531
81EPI.ectocervical_granular0.22Nonsignificant—0.00Other1123
82T.CD4_Trm0.20Nonsignificant1.000.08Other176363
83ASTRO.astrocyte0.17Nonsignificant——Other2281,111
84NEU.EXC_CT0.15Nonsignificant1.000.18Other362384
85GRNLSA.granulosa_cell0.15Nonsignificant——Other2570
86EPI.salivary_duct_ion_transport0.15Nonsignificant1.000.34Other511
87FIB.suburothelial0.15Nonsignificant0.351.22Other122432
88FIB.skin_neurosecretory0.11Nonsignificant—1.49Other00
89FIB.barrier_purinergic0.09Nonsignificant—1.36Other13
90ILC2.innate_lymphoid_cell_20.09Nonsignificant——Other20
91EPI.endocervical_secretory0.08Nonsignificant—0.00Other00
92MAC.kupffer0.08Nonsignificant0.671.11Other189530
93FIB.perivascular_interface0.07Nonsignificant0.661.16Other00
94EPI.alveolar_type_20.07Nonsignificant1.000.95Other8131,853
95THYMO.thymocyte0.07Nonsignificant——Other163495
96MUSC.muscle_stem_cell0.07Nonsignificant——Other418
97EPI.salivary_intercalated_defense0.07Nonsignificant1.000.29Other81161
98EPI.cervical_suprabasal0.07Nonsignificant—0.00Other1450
99EPI.tracheal_basal0.06Nonsignificant1.000.28Other3981,120
100GRANU.MAST0.05Nonsignificant9.43e-041.78Other56
101FIB.barrier_secretory0.04Nonsignificant0.661.22Other81228
102EC.arterial0.04Nonsignificant1.000.88Other356885
103MAC.resident_iron0.04Nonsignificant0.671.05Other1621
104FIB.neurolectin_mucosa0.04Nonsignificant0.731.05Other133394
105FIB.lung_alveolar0.03Nonsignificant—0.95Other615
106HPC.haematopoietic_progenitor_cell0.03Nonsignificant——Other211370
107EPI.colonic_enteroendocrine0.03Nonsignificant—0.00Other11
108SCHWN.schwann_cell0.03Nonsignificant——Other733
109FIB.adventitial0.02Nonsignificant1.000.88Other2681,447
110NEU.INH_PVALB0.02Nonsignificant1.000.04Other193183
111EC.venous0.02Nonsignificant1.000.74Other5161,387
112MG.microglia0.02Nonsignificant——Other490
113FIB.reticular0.02Nonsignificant0.850.95Other1987
114PERI.pericyte0.01Nonsignificant——Other1170
115SMC.smooth_muscle_cell0.01Nonsignificant——Other20101
116FIB.skin_sheath0.01Nonsignificant0.850.98Other49118
117OPC.oligodendrocyte_precursor_cell0.01Nonsignificant——Other4131,269
118ASPC.adipose_stem_and_progenitor_cell0.01Nonsignificant——Other324930
119EPI.colonic_tuft0.01Nonsignificant—0.00Other724
120EPI.thymic_medullary0.01Nonsignificant1.000.20Other26133
121DC.mig9.52e-03Nonsignificant—0.57Other89156
122EPI.pancreatic_ductal_progenitor9.28e-03Nonsignificant1.000.16Other234873
123MAC.microglia_like7.60e-03Nonsignificant0.871.05Other124179
124FIB.hepatic_stellate_cell7.16e-03Nonsignificant—0.38Other64252
125MEL.melanocyte6.64e-03Nonsignificant——Other79242
126EC.capillary6.12e-03Nonsignificant1.000.65Other5141,635
127DC.cDC16.10e-03Nonsignificant1.000.93Other55112
128MAC.proliferating5.92e-03Nonsignificant0.671.10Other87253
129MAC.resident_repair5.65e-03Nonsignificant0.910.98Other7961,426
130FIB.skin_tenogenic4.97e-03Nonsignificant—0.38Other108227
131FIB.interstitial4.77e-03Nonsignificant1.000.57Other288940
132MAC.LAM4.54e-03Nonsignificant0.021.07Other9142,064
133CM.cardiomyocyte3.92e-03Nonsignificant——Other5242,032
134EC.lymphatic2.93e-03Nonsignificant1.000.50Other630998
135OLG.oligodendrocyte2.42e-03Nonsignificant——Other3841,397
136ADIPO.adipocyte1.64e-03Nonsignificant——Other2062
137FIB.skin_papillary1.61e-03Nonsignificant—0.00Other00
138MAC.MDM1.52e-03Nonsignificant0.910.98Other623986
139GRANU.neutrophil1.51e-03Nonsignificant1.000.00Other1,2352,649
140EC.liver_sinusoidal1.42e-03Nonsignificant1.000.74Other1,0831,925
141MAC.resident_cardiac1.29e-03Nonsignificant1.000.87Other4851,074
142PLAT.platelet7.32e-04Nonsignificant—0.00Other3853
143MONO.CD145.27e-04Nonsignificant0.730.99Other2,2944,139
144FIB.tracheal_subepithelial5.06e-04Nonsignificant—0.00Other00
145MONO.CD164.12e-04Nonsignificant0.731.00Other1,3041,835
146DC.cDC22.76e-04Nonsignificant1.000.03Other1,1891,793
147EPI.renal_proximal_tubule1.48e-04Nonsignificant1.000.08Other525806
148SKM.type_2_fast9.56e-05Nonsignificant2.41e-031.13Other9722,639
149EPI.lung_multiciliated2.46e-05Nonsignificant1.000.11Other1649
150SKM.type_1_slow1.73e-05Nonsignificant0.990.85Other9232,478
151EPI.thymic_cortical5.69e-06Nonsignificant1.000.08Other442824
152MAC.alveolar4.79e-07Nonsignificant1.000.41Other1,4323,122

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1HEP.acute_phase.complement_metabolic34.72Significant1.66e-052.71Specific1,4233,464
2HEP.periportal_metabolic.urea_onecarbon_secretory30.11Significant1.77e-041.82Specific1,3323,053
3EPI.pancreatic_acinar.quiet_dedifferentiation29.10Significant4.77e-042.31—142171
4HEP.acute_phase.baseline26.74Significant1.000.59—94619
5B.germinal_center.DZ_M_phase26.56Significant—1.47—00
6HEP.acute_phase.inflammatory25.03Significant1.000.77Relevant382649
7HEP.acute_phase.complement_antiviral24.44Significant1.000.41Relevant377751
8EPI.pancreatic_acinar.baseline24.36Significant6.22e-042.16—274163
9HEP.periportal_metabolic.xenobiotic_detox23.89Significant0.021.51—1,440139
10HEP.acute_phase.hypoxia_lipid23.69Significant—0.00Relevant00
11EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic22.18Significant—1.52—00
12B.germinal_center.DZ_S_phase21.22Significant—0.58—00
13HEP.acute_phase.proliferative20.95Significant—0.00Relevant46
14EPI.skin_appendage_keratinocyte.sebaceous_apocrine20.74Significant—1.44—3982
15NK.adaptive_HLAE_tuned20.30Significant1.01e-051.99—1,124189
16HEP.periportal_metabolic.canonical_urea_cycle20.25Significant1.000.96—1,464269
17EPI.skin_interfollicular_spinous.early_differentiation18.70Significant0.111.87—8919
18EPI.skin_sweat_duct_keratinocyte.signal_gate18.43Significant—0.43—4326
19NK.adaptive_classII_inhibitory18.41Significant3.66e-031.80—880154
20NK.adaptive_axis_baseline18.31Significant6.63e-031.66—1,008153
21EPI.skin_interfollicular_spinous.proliferative18.16Significant—0.29—00
22NK.adaptive_biosynthetic_primed17.98Significant0.011.79Specific244405
23HEP.acute_phase.stress_secretory17.91Significant1.000.00—263
24EPI.skin_sweat_duct_keratinocyte.proliferative_S17.15Significant—0.20—00
25EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal17.15Significant—0.00—00
26NK.cytokine_quiescent17.14Significant0.661.11Relevant6231,062
27EPI.skin_interfollicular_spinous.inflammatory16.66Significant—0.29—00
28T.CD8_Tem.motility_primed16.61Significant0.501.15—2694
29B.germinal_center.LZ_memory_precursor16.53Significant—0.00Relevant00
30T.CD8_Tem.signaling_turnover16.32Significant0.161.52Relevant425683
31EPI.skin_interfollicular_spinous.stress_oxidative16.31Significant—0.00—00
32EPI.skin_interfollicular_spinous.transition_basal16.29Significant0.541.16—100127
33NK.cytokine_vascular_patrolling16.11Significant0.661.11—86394
34NK.cytokine_repair_primed15.84Significant0.831.06—26611
35HEP.periportal_metabolic.apolipoprotein_secretory15.65Significant1.000.77Relevant43110
36EPI.skin_interfollicular_spinous.baseline15.56Significant0.770.63—353
37T.CD8_Tem.TEMRA15.30Significant0.201.36Relevant9201,088
38NK.cytokine_biosynthetic_primed15.13Significant1.000.82—36021
39B.germinal_center.LZ_survival15.09Significant—0.00—00
40HEP.canalicular_transport.secretory_ERAD_UPR14.93Significant3.13e-042.17—23228
41EPI.pancreatic_acinar.metabolic_onecarbon14.78Significant0.950.49—287328
42NK.cytokine_axis_baseline14.74Significant0.661.08—1,172116
43EPI.skin_interfollicular_spinous.stress_UPR14.58Significant—0.00—00
44HEP.periportal_metabolic.acute_phase_barrier13.91Significant1.000.48—533138
45EPI.pancreatic_acinar.adhesion_remodeling13.87Significant0.950.53Relevant210784
46T.CD8_Tem.stress_adapted13.67Significant0.501.09Relevant607520
47NK.adaptive_adipose_stress13.44Significant1.000.55—37439
48EPI.pancreatic_acinar.inflammatory_regenerative13.27Significant0.950.63Relevant25113
49EPI.pancreatic_acinar.stress13.17Significant0.950.44—2828
50EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling12.82Significant—1.15—00
51EPI.skin_sweat_duct_keratinocyte.repair12.39Significant—0.00—00
52T.CD4_cytotoxic.terminal_effector12.18Significant0.071.61—28621
53EPI.skin_keratinocyte_proliferating.early_spinous_transition12.03Significant—0.75Relevant135290
54EPI.salivary_myoepithelial.activated11.76Significant0.481.46Relevant85281
55HEP.periportal_metabolic.inflammatory_activated11.73Significant1.000.41Relevant7121,610
56T.CD8_Tem.baseline11.64Significant1.000.55Relevant458356
57NEU.EXC_SYT2.nuclear_reg11.49Significant—0.97Relevant00
58HEP.canalicular_transport.inflammatory11.48Significant2.71e-042.08—1,335194
59EPI.salivary_myoepithelial.junctional_transport11.20Significant0.950.73Relevant66121
60NK.adaptive_immature_precursor10.89Significant1.000.46—358111
61HEP.canalicular_transport.baseline10.64Significant0.960.98Relevant199477
62EPI.salivary_serous_acinar.seromucous_like10.60Significant—2.40Relevant00
63HEP.periportal_metabolic.stress_chaperone10.33Significant—0.00Relevant66128
64NK.adaptive_terminal_cytotoxic10.26Significant1.000.45Relevant485802
65T.CD8_Tem.early_helper_like10.19Significant1.000.37Relevant445755
66EPI.lung_club_secretory.canonical_surfactant10.13Significant—0.61Relevant74104
67EPI.salivary_myoepithelial.baseline9.98Significant0.950.31Relevant42141
68T.CD4_cytotoxic.NK_adapted9.85Significant0.711.18—8233
69EPI.salivary_myoepithelial.contractile_repair9.68Significant—0.00Relevant39
70HEP.canalicular_transport.ductular_like_transition9.67Significant0.960.78—40087
71B.germinal_center.LZ_selection9.66Significant—0.00—00
72EPI.renal_distal_tubule.stress9.50Significant—0.89Relevant00
73HEP.canalicular_transport.injury_stress9.28Significant0.960.51—28924
74EPI.skin_keratinocyte_progenitor.quiescent_stem_like9.12Significant—1.15Relevant00
75EPI.skin_sweat_duct_keratinocyte.barrier9.09Significant—0.00—00
76HEP.canalicular_transport.pericentral_like_hypoxia8.82Significant0.960.64—3268
77EPI.skin_appendage_keratinocyte.transit_amplifying8.74Significant—0.24Relevant109358
78EPI.skin_keratinocyte_basal.basement_anchoring8.66Significant—0.97Relevant00
79EPI.extrahepatic_cholangiocyte.barrier_interface8.03Significant—0.73Relevant00
80EPI.lung_club_secretory.ciliogenesis_primed8.01Significant—0.79Relevant00
81EPI.skin_sebaceous_duct_luminal.immune_interface7.92Significant—0.67Relevant00
82T.CD4_cytotoxic.activated7.82Significant1.000.67Relevant31
83HEP.periportal_metabolic.stress_checkpoint7.45Significant1.000.02Relevant234786
84EPI.skin_sebaceous_duct_luminal.detox_repair7.43Significant0.201.64Relevant13794
85EPI.renal_distal_tubule.repair7.11Significant—0.70Relevant34102
86EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo7.04Significant—0.00—00
87EPI.skin_appendage_keratinocyte.ductal_barrier_detox6.79Significant0.651.21—3334
88NK.cytokine_tissue_activation6.79Significant1.000.39Other267450
89EPI.skin_sweat_duct_keratinocyte.proliferative_G2M6.62Significant—0.00Relevant00
90EPI.skin_interfollicular_spinous.upper_lipid6.56Significant—0.00Other66
91EPI.intrahepatic_cholangiocyte_transport.mucin_secretory6.49Significant—0.00—00
92T.CD4_cytotoxic.baseline6.30Significant1.000.48—00
93EPI.salivary_mucous_acinar.baseline6.17Significant——Relevant394683
94EPI.skin_keratinocyte_proliferating.anchor_remodel6.14Significant—0.00—00
95NEU.EXC_NTNG1.nuclear_reg5.63Significant—0.67Relevant00
96EPI.skin_follicular_keratinizing.upper_infundibulum5.33Nominal—0.51Other82
97EPI.skin_appendage_keratinocyte.ductal_immune_interacting5.33Nominal0.990.05Other716
98EPI.hepatic_ductular_cholangiocyte.barrier_chemokine5.27Nominal—1.01Other69
99T.CD4_cytotoxic.precursor5.25Nominal1.000.20Other15667
100EPI.pancreatic_ductal_bicarbonate.barrier_mucin5.15Nominal0.012.02Other219533
101HEP.canalicular_transport.sterol_lipid_biosynthesis5.11Nominal—0.00Other1020
102EPI.pancreatic_ductal_bicarbonate.stress5.00Nominal—0.77Other1233
103IPSC.canonical_pluripotent4.70Nominal1.06e-081.42Other00
104EPI.skin_hair_follicle_companion.activated_migratory4.62Nominal—0.97Other00
105EPI.skin_keratinocyte_proliferating.detox_repair4.60Nominal—0.00Other00
106EPI.hepatic_ductular_cholangiocyte.ion_transport4.38Nominal—0.58Other00
107T.gamma_delta.cytotoxic_effector4.34Nominal1.07e-031.57Other349109
108PC.IgG_systemic.metabolic4.31Nominal8.82e-031.63Other4663
109NEU.EXC_NTNG1.synaptic4.31Nominal—0.00Other00
110CHOND.activated_fibro_like4.28Nominal3.38e-072.30Other531188
111EPI.skin_follicular_keratinizing.transit_amplifying4.20Nominal—0.00Other2149
112EPI.renal_thick_ascending_limb.remodeling4.20Nominal0.031.65Other15292
113EPI.bile_duct_cholangiocyte.inflammatory_APC4.15Nominal—0.22Other20
114EPI.skin_follicular_keratinizing.root_infundibulum4.08Nominal—0.00Other00
115EPI.colonocyte.junction_remodeling4.00Nominal1.05e-032.24Other218305
116EPI.bile_duct_cholangiocyte.secretory_mucin3.97Nominal—0.00Other712
117NEU.EXC_SYT2.synaptic3.84Nominal—0.00Other00
118EPI.ileal_enterocyte_crypt.proliferative_S3.83Nominal0.161.55Other42
119EPI.colonocyte.goblet_interface3.81Nominal—0.87Other1121
120NEU.INH_VIP.nuclear_reg3.81Nominal—1.41Other204
121MESO.activated_migratory3.70Nominal—0.00Other00
122EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro3.68Nominal—0.00Other00
123EPI.renal_immature_ureteric_bud.defense_secretory3.55Nominal0.021.82Other4576
124EPI.skin_sebaceous_duct_luminal.ECM_remodelling3.45Nominal1.000.00Other29
125EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion3.44Nominal—0.00Other53
126EPI.skin_keratinocyte_basal.spinous_transition3.43Nominal—0.00Other00
127NK.cytokine_lung_immediate_early3.41Nominal1.000.11Other424274
128EPI.skin_keratinocyte_basal.transit_amplifying3.40Nominal—0.00Other00
129MESO.baseline3.38Nominal0.221.31Other06
130NEU.EXC_IT.adhesion3.33Nominal0.022.02Other252108
131EPI.extrahepatic_cholangiocyte.mucin_secretory3.27Nominal—0.00Other00
132EPI.hepatic_ductular_cholangiocyte.acute_phase_complement3.22Nominal—0.00Other00
133CHOND.remodeling3.20Nominal—0.27Other50
134EPI.pancreatic_ductal_bicarbonate.inflammatory3.03Nominal0.971.07Other1432
135EPI.esophageal_suprabasal.proliferative_S2.97Nonsignificant—1.41Other2641
136EPI.intrahepatic_cholangiocyte_defense.secretory_barrier2.94Nonsignificant—0.42Other00
137EPI.ileal_enterocyte_crypt.proliferative_G2M2.90Nonsignificant—0.48Other1954
138EPI.pancreatic_ductal_bicarbonate.baseline2.82Nonsignificant0.970.91Other1142
139EPI.renal_distal_tubule.ion_transport2.76Nonsignificant—0.00Other00
140EPI.colonocyte.secretory_boost2.74Nonsignificant0.801.17Other9891
141EPI.esophageal_basal.junctional_barrier2.73Nonsignificant—1.21Other00
142NEU.EXC_IT.structural2.68Nonsignificant0.281.44Other17141
143EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate2.63Nonsignificant—0.00Other00
144EPI.renal_intercalated_cell_type_A.acid_secretion2.58Nonsignificant0.021.98Other126
145EPI.colonocyte.crypt_progenitor2.57Nonsignificant0.910.64Other115265
146EPI.intrahepatic_cholangiocyte_defense.raft_maturation2.56Nonsignificant—0.00Other00
147NEU.INH_VIP.matrix2.55Nonsignificant—0.72Other2477
148EPI.ileal_enterocyte_crypt.baseline2.51Nonsignificant0.571.17Other116
149EPI.renal_thick_ascending_limb.barrier_repair2.48Nonsignificant0.451.30Other141284
150EC.heart_remodeling.angiocrine2.48Nonsignificant1.32e-041.46Other182525
151EPI.hepatic_ductular_cholangiocyte.polarity2.47Nonsignificant—0.00Other00
152IPSC.stromal_primed2.40Nonsignificant1.001.00Other00
153NEU.EXC_IT.callosal2.39Nonsignificant0.970.84Other286119
154EPI.esophageal_suprabasal.proliferative_exit2.38Nonsignificant—0.99Other00
155NEU.EXC_IT.guidance2.36Nonsignificant0.970.62Other27463
156EPI.skin_hair_follicle_companion.gap_junction_contractile2.34Nonsignificant—0.00Other00
157EPI.renal_distal_tubule.ciliated_remodelling2.34Nonsignificant—0.00Other00
158EPI.renal_immature_ureteric_bud.osmoprotective2.33Nonsignificant0.910.51Other12644
159EPI.pancreatic_ductal_bicarbonate.activated2.31Nonsignificant1.000.25Other107
160EPI.pancreatic_islet.alpha2.27Nonsignificant—0.13Other152330
161EPI.esophageal_suprabasal.basal_transitional2.26Nonsignificant0.041.69Other4467
162NEU.INH_VIP.opioid2.25Nonsignificant—0.35Other509
163T.CD4_Treg.Tr1_like2.24Nonsignificant—0.40Other88
164T.CD4_Treg.APC_interactive2.22Nonsignificant0.191.46Other11828
165EPI.colonocyte.proximal_transport2.20Nonsignificant0.910.52Other2412
166EPI.skin_hair_follicle_companion.bulge_anchor_signaling2.18Nonsignificant—0.00Other00
167IPSC.mesendo_primed2.14Nonsignificant0.621.05Other00
168EPI.pancreatic_ductal_bicarbonate.junctional_remodel2.11Nonsignificant—0.00Other49237
169EPI.pancreatic_ductal_bicarbonate.repair_actin_junction2.11Nonsignificant—0.00Other00
170NEU.EXC_IT.transitional2.10Nonsignificant0.970.77Other237142
171T.CD4_Tcm.APC_mimicry2.08Nonsignificant0.171.70Other5443
172EPI.colonocyte.ionocyte_BEST42.06Nonsignificant0.910.83Other103188
173T.gamma_delta.early_effector2.02Nonsignificant0.900.95Other890
174EPI.renal_thick_ascending_limb.cation_flux2.00Nonsignificant0.471.20Other5795
175CHOND.articular_collagen1.97Nonsignificant1.000.00Other551266
176EPI.pancreatic_islet.beta1.96Nonsignificant0.371.12Other4257
177EPI.hepatic_ductular_cholangiocyte.secretory_transport1.96Nonsignificant—0.00Other00
178T.CD8_transitional.effector_primed1.94Nonsignificant1.27e-041.39Other435151
179NEU.INH_VIP.canonical_disinhibitory1.88Nonsignificant0.640.86Other5938
180IPSC.axial_identity_primed1.87Nonsignificant0.621.04Other00
181EPI.hepatic_ductular_cholangiocyte.stress1.86Nonsignificant—0.00Other00
182EPI.pancreatic_ductal_mucinous.remodeling_channel_rich1.86Nonsignificant—0.32Other00
183MESO.activated_stress1.84Nonsignificant—0.00Other00
184EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump1.82Nonsignificant1.000.06Other40191
185MESO.secretory_structural1.82Nonsignificant—0.00Other00
186NEU.INH_VIP.excitatory_coupled1.81Nonsignificant—0.06Other130
187EPI.renal_distal_tubule.immune_modulatory1.80Nonsignificant—0.00Other00
188T.CD4_Tcm.Th2_like1.78Nonsignificant0.431.55Other2355
189MESO.antiviral1.77Nonsignificant—0.00Other38
190EC.heart_remodeling.activated_acute1.72Nonsignificant1.000.97Other102186
191NEU.INH_VIP.serotonergic1.71Nonsignificant—0.08Other92
192T.CD4_Treg.central_naive_like1.69Nonsignificant1.000.51Other33345
193PC.IgA_muocsal.activated1.68Nonsignificant0.401.18Other178
194EPI.skin_keratinocyte_progenitor.activated_stress1.68Nonsignificant—0.00Other00
195B.naive.baseline1.66Nonsignificant0.511.23Other1013
196CHOND.pro_inflammatory1.64Nonsignificant1.000.22Other181351
197EPI.renal_thick_ascending_limb.salt_sensing1.63Nonsignificant0.950.67Other73103
198NEU.EXC_IT.neuromodulated1.61Nonsignificant0.970.28Other176116
199T.CD8_transitional.Trm_primed1.57Nonsignificant2.04e-031.40Other10815
200EPI.pancreatic_ductal_mucinous.mucin_rich_barrier1.56Nonsignificant0.101.54Other4491,034
201PC.IgA_muocsal.plasmablast1.55Nonsignificant0.401.26Other54
202EPI.renal_intercalated_cell_type_B.baseline1.54Nonsignificant—0.00Other31
203EPI.skin_hair_follicle_bulge.anagen_growth1.54Nonsignificant—1.80Other00
204PC.IgA_muocsal.baseline1.53Nonsignificant0.730.98Other35
205CHOND.angiogenic1.46Nonsignificant—0.00Other00
206T.CD8_naive.lipid_synthesis1.45Nonsignificant0.181.71Other64
207EPI.renal_intercalated_cell_type_A.PC_transitional1.45Nonsignificant—0.00Other203407
208EPI.pancreatic_islet.delta1.44Nonsignificant—0.00Other00
209T.CD4_Tcm.baseline1.36Nonsignificant0.751.15Other6131
210PC.IgA_muocsal.migratory1.36Nonsignificant0.980.56Other41
211EPI.renal_thick_ascending_limb.canonical_salt_transporter1.35Nonsignificant0.950.50Other322317
212B.naive.receptor_recycle1.35Nonsignificant0.531.12Other510
213EPI.esophageal_suprabasal.proliferative_G2M1.34Nonsignificant—0.04Other00
214T.CD8_naive.mito_proteostasis1.34Nonsignificant0.111.88Other428100
215NK.immature_bridge1.29Nonsignificant1.000.04Other117122
216NK.cytokine_tissue_resident1.26Nonsignificant1.000.09Other7482
217EPI.gastric_foveolar.baseline1.26Nonsignificant—0.00Other00
218NEU.INH_VIP.develop_niche1.26Nonsignificant—0.00Other00
219B.memory.migratory1.24Nonsignificant6.30e-031.65Other123208
220T.CD4_Th17.migratory1.24Nonsignificant0.820.94Other1323
221T.CD4_Tcm.tissue_homing1.23Nonsignificant0.741.23Other7846
222B.naive.remodeling1.21Nonsignificant0.511.21Other135230
223T.CD4_Th17.baseline1.21Nonsignificant0.621.27Other515
224FIB.transitioning.motility_remodelling1.20Nonsignificant—3.33e-16Other00
225T.CD8_Tcm.helper_like1.20Nonsignificant1.26e-051.94Other81159
226EPI.esophageal_basal.activated_progenitor1.19Nonsignificant1.000.00Other10
227B.naive.metabolic1.17Nonsignificant0.511.15Other5079
228T.CD4_Tcm.secretory1.17Nonsignificant0.950.94Other2011
229NEU.INH_VIP.regulatory_remodeling1.13Nonsignificant—0.00Other61
230T.CD4_transitional.APC_interacting1.10Nonsignificant0.631.17Other1014
231EPI.renal_principal_cell.intercalated_like1.08Nonsignificant0.131.71Other6366
232NEU.INH_LAMP5.exc_inh_balance1.05Nonsignificant—0.80Other462
233T.CD4_Tcm.regulatory_poised1.05Nonsignificant0.751.20Other23
234EPI.salivary_duct_excretory.baseline1.05Nonsignificant0.600.87Other2357
235B.naive.antigen_presenting_ready1.01Nonsignificant0.611.04Other4873
236T.CD4_Tcm.Tfh_like0.99Nonsignificant0.950.74Other102214
237T.CD4_Tcm.RNA_control0.99Nonsignificant0.950.81Other964
238T.CD4_Tcm.synapse_dynamics0.98Nonsignificant0.751.13Other1510
239T.CD8_Tcm.gut_homing0.94Nonsignificant0.201.34Other380112
240EPI.pancreatic_ductal_mucinous.proliferative_gastric_like0.94Nonsignificant—0.00Other00
241T.CD4_Tem.long_term_memory0.94Nonsignificant0.091.35Other314587
242NEU.INH_VIP.cannabinoid0.94Nonsignificant—0.00Other00
243T.CD4_Tcm.DC_interact0.94Nonsignificant0.960.60Other7232
244B.naive.proteostasis0.93Nonsignificant0.611.04Other4969
245T.CD4_Tcm.retro_ZNF1170.93Nonsignificant0.950.80Other59
246B.naive.purinergic0.92Nonsignificant1.000.88Other384820
247PC.IgG_systemic.interacting0.92Nonsignificant0.960.62Other00
248T.CD4_Th17.cytotoxic0.90Nonsignificant0.900.55Other332123
249T.CD4_Tcm.effector_like0.90Nonsignificant0.741.28Other293533
250T.CD4_Tcm.imprinted_splicing0.87Nonsignificant0.950.86Other617
251T.CD4_Tcm.migratory_cilium0.86Nonsignificant0.950.96Other510
252B.memory.baseline0.86Nonsignificant0.321.20Other47299
253EPI.salivary_duct_excretory.stress0.85Nonsignificant0.600.92Other3368
254EPI.esophageal_suprabasal.differentiating_keratin0.85Nonsignificant1.000.00Other13161
255EPI.colonocyte.distal_absorptive0.84Nonsignificant—0.00Other00
256T.CD8_Trm.cytotoxic0.83Nonsignificant0.241.24Other16585
257NEU.INH_VIP.LAMP5_hybrid0.82Nonsignificant—0.00Other19
258PC.IgG_systemic.secretory0.82Nonsignificant0.960.45Other00
259IPSC.proliferative0.81Nonsignificant1.000.80Other00
260T.CD4_Th2.precursor0.81Nonsignificant—0.48Other00
261B.memory.pDC_imprint0.81Nonsignificant0.960.94Other157103
262EPI.ileal_goblet.baseline0.80Nonsignificant0.401.48Other162
263EC.heart_remodeling.translation_boost0.78Nonsignificant—0.24Other00
264EPI.renal_principal_cell.injury_repair0.78Nonsignificant0.831.20Other269
265T.CD4_Treg.tissue_effector0.77Nonsignificant1.000.00Other1613
266EPI.salivary_intercalated_defense.basal_EMT0.76Nonsignificant—2.00Other00
267T.CD4_transitional.baseline0.76Nonsignificant0.631.02Other5997
268EPI.ileal_goblet.inflammatory_mucin0.75Nonsignificant0.870.30Other69
269T.CD4_transitional.primed_helper_effector0.75Nonsignificant0.631.00Other1943
270EPI.ileal_goblet.stress_metallothionein0.75Nonsignificant—0.00Other411
271T.CD4_transitional.primed_cytotoxic0.74Nonsignificant0.680.91Other2830
272EPI.lung_club_secretory.inflammatory0.72Nonsignificant—0.00Other00
273T.CD4_Tfh.effector_migratory0.71Nonsignificant0.451.23Other12257
274T.CD4_Tcm.stress0.71Nonsignificant0.950.61Other511
275EC.heart_remodeling.remodeling_secretory0.70Nonsignificant1.000.88Other6051,341
276NEU.INH_LAMP5.glial_interface0.69Nonsignificant—0.27Other00
277T.CD8_naive.effector_transition0.69Nonsignificant0.990.63Other3562
278T.CD8_naive.innate_like0.69Nonsignificant0.850.95Other101
279T.CD4_Tcm.crosstalk_myeloid0.68Nonsignificant0.950.66Other54
280EPI.ileal_goblet.immature0.68Nonsignificant—0.00Other00
281T.CD4_Tem.transitional_CM0.67Nonsignificant0.950.87Other3120
282EPI.ileal_enterocyte_crypt.secretory_precursor0.66Nonsignificant—0.00Other00
283EPI.pancreatic_ductal_perivascular.baseline0.66Nonsignificant7.70e-031.96Other15
284IPSC.endoderm_primed0.66Nonsignificant0.151.34Other00
285T.CD8_naive.baseline0.66Nonsignificant0.591.19Other1422
286T.CD8_naive.cytokine_dampened0.65Nonsignificant0.850.99Other714
287EPI.ileal_enterocyte_crypt.bile_transport0.65Nonsignificant0.920.33Other20
288EPI.ileal_enterocyte_absorptive.brush_border0.64Nonsignificant0.041.78Other5801,717
289T.gamma_delta.central_memory0.64Nonsignificant1.000.19Other460919
290T.CD8_naive.nfkb_related0.63Nonsignificant0.850.90Other10
291EPI.alveolar_type_1.baseline0.60Nonsignificant0.101.67Other80
292T.CD4_naive.Treg_like0.59Nonsignificant1.001.09Other12172
293EPI.ileal_enterocyte_crypt.villus_transition0.58Nonsignificant—0.00Other710
294T.CD8_naive.vesicle_secretory0.58Nonsignificant0.900.82Other420
295T.CD4_naive.purinergic0.57Nonsignificant0.271.43Other491
296T.CD8_transitional.early0.57Nonsignificant1.000.66Other32755
297EPI.tracheal_submucosal_gland.acinar_serous0.57Nonsignificant—0.00Other00
298B.naive.activated0.55Nonsignificant1.000.81Other77127
299T.CD8_Tcm.NK_like0.55Nonsignificant1.000.63Other334581
300T.CD4_transitional.tissue_enagement0.55Nonsignificant0.631.00Other511
301T.CD8_naive.splicing_enriched0.54Nonsignificant0.990.43Other12016
302T.CD8_Tcm.effector_bias0.54Nonsignificant1.000.84Other199329
303EPI.tracheal_submucosal_gland.ductal_luminal0.54Nonsignificant—0.00Other00
304B.age_associated.naive_transitional0.54Nonsignificant—0.85Other00
305T.CD8_transitional.APC_like0.53Nonsignificant1.000.62Other20562
306T.CD4_naive.homeostatic0.52Nonsignificant0.271.26Other215108
307T.CD4_Tem.cytotoxic_effector0.52Nonsignificant0.950.83Other225398
308T.CD4_Tem.inflammatory0.52Nonsignificant0.950.71Other286
309T.CD4_naive.mature_mitoprot0.51Nonsignificant0.441.18Other212476
310EPI.ileal_enterocyte_absorptive.villus_tip0.50Nonsignificant0.930.45Other43
311T.CD4_naive.survival_mitoprot0.49Nonsignificant1.001.13Other137
312B.age_associated.migratory0.48Nonsignificant0.241.34Other22
313DC.pDC.baseline0.48Nonsignificant0.501.31Other88123
314T.CD4_Trm.central_like0.47Nonsignificant0.021.41Other3831
315EPI.renal_principal_cell.activated_acute0.47Nonsignificant0.830.79Other2959
316EPI.tracheal_suprabasal.secretory_immune0.46Nonsignificant—0.38Other00
317EPI.ileal_bile_transport.absorptive_xenobiotic0.46Nonsignificant0.151.58Other1112
318EPI.ileal_bile_transport.detox_transcytosis0.46Nonsignificant—0.00Other01
319EPI.ectocervical_granular.proliferative_basal0.45Nonsignificant—1.15Other00
320ASTRO.homeostatic0.44Nonsignificant0.031.33Other200431
321THYMO.proliferative_S0.44Nonsignificant5.80e-031.43Other163418
322T.CD4_Tfh.precursor_migratory0.44Nonsignificant0.851.02Other7227
323GRNLSA.chemokine_mechanosensory0.43Nonsignificant0.411.18Other10
324T.CD4_naive.mature0.43Nonsignificant1.000.93Other211100
325T.CD4_naive.resist_bystander0.43Nonsignificant1.000.92Other4025
326B.memory.activated0.43Nonsignificant1.000.28Other10529
327T.CD4_naive.neddylation0.42Nonsignificant1.000.85Other104222
328EPI.tracheal_suprabasal.transitional_wound0.42Nonsignificant—0.00Other161
329T.CD4_naive.survival0.42Nonsignificant1.000.91Other1217
330T.CD4_naive.neddylation_mitoprot0.40Nonsignificant1.000.86Other9356
331HEP.pericentral_lipoprotein.UPR_redox0.39Nonsignificant—0.67Other00
332NEU.EXC_CT.Ca2_sensor0.38Nonsignificant—1.05Other00
333T.CD4_naive.proteostasis_mitoprot0.37Nonsignificant1.000.61Other1537
334HEP.pericentral_lipoprotein.ApoB_coagulation0.36Nonsignificant—0.00Other00
335EPI.renal_principal_cell.inflammatory0.36Nonsignificant0.830.52Other74157
336T.CD4_naive.survival_neddylation0.36Nonsignificant1.000.72Other2638
337NEU.INH_VIP.enkephalinergic0.35Nonsignificant—0.00Other00
338T.MAIT.cytotoxic0.35Nonsignificant0.041.66Other5215
339NEU.INH_LAMP5.rosehip0.35Nonsignificant—0.00Other00
340T.CD4_naive.proteostasis0.34Nonsignificant1.000.51Other149
341ASTRO.immature_lipid0.34Nonsignificant0.821.13Other23113
342GRNLSA.cholesterol_mevalonate0.34Nonsignificant0.411.30Other94
343EPI.alveolar_type_2.baseline_surfactant0.33Nonsignificant0.621.12Other649
344EC.venous.cardiac_structural0.33Nonsignificant0.341.36Other102229
345EPI.renal_principal_cell.canonical_vasopressin0.32Nonsignificant0.830.62Other20
346B.naive.restrained0.32Nonsignificant1.000.64Other183353
347ASTRO.A2_reactive0.31Nonsignificant0.981.07Other1037
348NEU.EXC_CT.remodeling0.29Nonsignificant—0.61Other231
349T.MAIT.MAPK_brake0.28Nonsignificant0.731.00Other4466
350T.MAIT.early_activation0.28Nonsignificant0.701.19Other574
351FIB.suburothelial.inflammatory_prostanoid0.27Nonsignificant—1.59Other00
352T.CD4_Trm.metal_stress0.26Nonsignificant0.511.28Other3458
353T.MAIT.quiescent0.26Nonsignificant0.730.96Other1005
354DC.pDC.immature_metabolic0.26Nonsignificant0.940.83Other78124
355GRNLSA.EMT_insulin_signaling0.26Nonsignificant0.411.21Other4784
356T.MAIT.vesicle0.26Nonsignificant0.900.65Other3765
357T.CD4_Tfh.canonical_GC_helper0.25Nonsignificant0.850.77Other12
358T.CD4_Tfh.suppression_exhaustion0.25Nonsignificant0.850.88Other02
359EPI.endocervical_secretory.squamous_barrier0.25Nonsignificant—0.67Other00
360EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit0.25Nonsignificant—0.00Other00
361ASPC.mesothelial_like0.24Nonsignificant0.101.37Other143486
362B.age_associated.activated0.24Nonsignificant—0.00Other1822
363T.CD8_Tcm.baseline0.24Nonsignificant1.000.07Other9089
364T.MAIT.migratory0.24Nonsignificant0.730.92Other101
365FIB.transitioning.ISG_primed_interface0.24Nonsignificant—0.25Other1780
366EPI.skin_hair_follicle_bulge.niche_crosstalk0.24Nonsignificant—0.04Other2988
367ASTRO.stress_mito0.23Nonsignificant1.000.98Other47110
368NEU.INH_LAMP5.projecting0.22Nonsignificant—0.00Other00
369B.memory.preactivated0.22Nonsignificant1.000.27Other173174
370T.CD4_Trm.stress_adaptive0.22Nonsignificant1.000.90Other822
371T.CD8_transitional.stress0.19Nonsignificant—0.00Other2434
372T.CD8_Trm.muscosal_Tc170.19Nonsignificant0.961.02Other1938
373FIB.suburothelial.contractile_myofibroblast0.19Nonsignificant—0.79Other90
374EC.heart_remodeling.capillary_metabolic0.18Nonsignificant1.000.55Other54414
375EPI.pancreatic_ductal_perivascular.protective_antioxidant0.17Nonsignificant—0.00Other1169
376ILC2.activated0.17Nonsignificant—0.80Other00
377PC.IgG_systemic.stress0.16Nonsignificant—0.00Other15
378FIB.barrier_purinergic.lipid_secretory0.16Nonsignificant—0.48Other00
379T.CD8_Trm.homeostatic0.15Nonsignificant0.960.87Other425
380T.CD4_Trm.cytotoxic_effector0.15Nonsignificant1.000.73Other11877
381EPI.salivary_duct_ion_transport.baseline0.15Nonsignificant——Other00
382EC.heart_remodeling.remodeling_stalk0.15Nonsignificant1.000.66Other33111
383FIB.transitioning.matrix_stress0.14Nonsignificant—0.00Other47138
384MAC.kupffer.stress0.14Nonsignificant0.311.14Other93
385MAC.kupffer.fibrogenic0.14Nonsignificant—0.80Other00
386EPI.cervical_suprabasal.inflammatory_repair0.13Nonsignificant—0.42Other00
387EC.arterial.elastic0.13Nonsignificant0.311.24Other2245
388FIB.suburothelial.urothelial_interface0.13Nonsignificant0.940.28Other98
389THYMO.SP_CD8_naive_stress0.12Nonsignificant0.871.21Other11
390HPC.LMPP0.12Nonsignificant0.451.25Other6531
391IPSC.mesenchymal_primed0.12Nonsignificant1.000.42Other00
392EPI.tracheal_basal.activated_stress0.12Nonsignificant0.171.29Other320
393T.CD8_Trm.dendritic_recruiter0.11Nonsignificant0.960.64Other4785
394T.CD4_Trm.baseline0.11Nonsignificant1.000.55Other3121
395FIB.skin_neurosecretory.baseline0.11Nonsignificant—0.00Other00
396EPI.skin_hair_follicle_bulge.quiescent0.11Nonsignificant0.940.38Other5669
397FIB.perivascular_interface.vasomotor_tone0.11Nonsignificant—0.36Other00
398ASTRO.synaptic_interaction0.11Nonsignificant1.000.72Other76334
399FIB.suburothelial.homeostasis_matrix0.11Nonsignificant0.940.36Other258921
400T.CD4_naive.activated_stress0.11Nonsignificant1.000.29Other339429
401EPI.salivary_serous_acinar.quiescent0.10Nonsignificant0.731.10Other178493
402T.CD4_Trm.helper_like0.10Nonsignificant1.000.92Other84147
403MAC.resident_iron.stress_tolerogenic0.10Nonsignificant—0.93Other00
404ILC2.migratory0.10Nonsignificant—0.00Other00
405MAC.kupffer.inflammatory0.10Nonsignificant—0.00Other74
406FIB.perivascular_interface.vascular_BM_remodelling0.10Nonsignificant—0.51Other00
407DC.pDC.poised_migratory0.09Nonsignificant0.940.49Other5495
408T.CD4_naive.gut_prone0.09Nonsignificant1.000.09Other3570
409GRNLSA.lipid_hypoxia0.09Nonsignificant0.860.94Other280
410FIB.adventitial.inflammatory_activated0.09Nonsignificant0.131.25Other100473
411T.CD8_Trm.inflammatory0.09Nonsignificant0.960.69Other124176
412EC.arterial.homeostatic0.08Nonsignificant0.471.15Other243
413MUSC.quiescent_reservoir0.08Nonsignificant0.361.40Other28
414CM.contractile_oxphos0.07Nonsignificant1.001.11Other619
415MUSC.early_activation0.07Nonsignificant0.361.43Other432
416MUSC.baseline0.07Nonsignificant0.710.96Other00
417T.CD4_Trm.activated0.07Nonsignificant1.000.78Other3226
418FIB.barrier_secretory.homeostasis0.07Nonsignificant—0.17Other00
419EPI.thymic_medullary.proliferative_APC0.07Nonsignificant—1.62Other00
420FIB.adventitial.adhesion_lipid0.07Nonsignificant0.561.23Other58209
421ASTRO.hypoxia_angiogenic0.06Nonsignificant1.000.80Other518
422EPI.salivary_intercalated_defense.inflammatory0.06Nonsignificant0.991.05Other152360
423EPI.alveolar_type_1.activated0.06Nonsignificant—0.00Other00
424NEU.EXC_CT.projector0.06Nonsignificant0.860.62Other8726
425GRANU.MAST.activated_repair0.06Nonsignificant—0.49Other01
426MAC.resident_iron.redox_metabolic0.06Nonsignificant0.681.07Other44
427GRNLSA.proliferative_migratory0.06Nonsignificant0.860.91Other248292
428MUSC.activated_migratory0.05Nonsignificant0.890.38Other67
429FIB.lung_alveolar.stress_interacting0.05Nonsignificant—0.97Other00
430T.MAIT.stress0.05Nonsignificant—0.00Other00
431THYMO.SP_CD8_naive0.05Nonsignificant1.000.98Other297177
432MAC.resident_iron.APC_iron_sensing0.05Nonsignificant0.191.19Other211114
433GRANU.MAST.activated_acute0.05Nonsignificant—0.00Other00
434GRNLSA.secretory_remodeling0.05Nonsignificant0.970.61Other9025
435EPI.pancreatic_ductal_progenitor.ADM_like0.05Nonsignificant—1.65Other00
436ASTRO.stress_acute0.04Nonsignificant1.000.67Other6056
437EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.04Nonsignificant—0.97Other00
438EPI.ectocervical_granular.secretory_apocrine0.04Nonsignificant—0.32Other00
439SCHWN.axon_contact_cardiac0.04Nonsignificant0.041.65Other1863
440GRANU.MAST.resting_granule0.04Nonsignificant—0.00Other00
441MAC.kupffer.monocyte_like0.04Nonsignificant—0.00Other00
442FIB.neurolectin_mucosa.axon_responsive0.04Nonsignificant0.661.16Other1010
443NEU.INH_PVALB.nuclear_reg0.04Nonsignificant0.630.96Other2512
444THYMO.proliferative_G2M0.04Nonsignificant—0.26Other164413
445FIB.neurolectin_mucosa.nerve_interface0.04Nonsignificant—0.29Other40
446NEU.INH_PVALB.chandelier0.04Nonsignificant0.291.22Other1916
447EC.arterial.metabolic0.04Nonsignificant0.991.01Other195159
448FIB.perivascular_interface.lipid_shuttle0.04Nonsignificant—0.00Other51170
449PERI.baseline0.04Nonsignificant0.071.24Other3966
450FIB.neurolectin_mucosa.inflammatory0.03Nonsignificant0.660.88Other52110
451EC.heart_remodeling.perivascular0.03Nonsignificant1.000.30Other124408
452MEL.neurotrophic_migratory0.03Nonsignificant—1.66Other00
453SMC.metabolic0.03Nonsignificant3.23e-041.35Other1440
454FIB.reticular.stromal_niche0.03Nonsignificant0.051.34Other00
455THYMO.SP_CD8_transitional0.03Nonsignificant1.000.82Other3275
456OPC.homeostatic0.03Nonsignificant5.49e-031.31Other394160
457GRNLSA.p53_damage0.03Nonsignificant—0.00Other1310
458THYMO.DN_preTCR0.03Nonsignificant1.000.74Other4171
459FIB.neurolectin_mucosa.remodeling_repair0.03Nonsignificant—0.00Other42
460THYMO.CD8aa_IELp0.03Nonsignificant—0.00Other17
461NEU.EXC_CT.Ca2_signaling0.03Nonsignificant—0.00Other6817
462EC.arterial.mito_contact0.03Nonsignificant0.581.16Other145
463EPI.salivary_serous_acinar.secretory_active0.03Nonsignificant1.000.40Other24269
464EPI.tracheal_basal.homeostatic_progenitor0.03Nonsignificant0.970.53Other28574
465EC.arterial.arteriole_interface0.02Nonsignificant1.000.84Other3112
466ASPC.signal_integrator0.02Nonsignificant—0.00Other00
467MG.expanding0.02Nonsignificant0.411.33Other21
468EPI.colonic_enteroendocrine.Lcell_peptide0.02Nonsignificant—0.00Other00
469NEU.INH_PVALB.metabotropic0.02Nonsignificant—0.34Other00
470EPI.colonic_enteroendocrine.progenitor0.02Nonsignificant—0.00Other00
471EPI.ectocervical_granular.inflammatory0.02Nonsignificant—0.00Other00
472MG.phagocytic_APC0.02Nonsignificant0.511.00Other258
473FIB.interstitial.mesenchymal_regulator0.02Nonsignificant0.411.26Other44
474EPI.pancreatic_ductal_progenitor.ciliated_transport0.02Nonsignificant—0.71Other105368
475ASPC.adipocyte_capillary_interface0.02Nonsignificant0.821.11Other2154
476EPI.colonic_tuft.activated0.02Nonsignificant—0.73Other00
477MAC.resident_repair.stress_iron0.02Nonsignificant0.071.36Other4897
478MG.baseline0.02Nonsignificant0.511.01Other165
479ASTRO.neuromodulatory0.02Nonsignificant1.000.49Other34172
480HPC.CLP_B_primed0.02Nonsignificant—1.33Other00
481FIB.skin_sheath.stress_chaperone0.02Nonsignificant—0.35Other00
482PERI.inflammatory0.02Nonsignificant0.761.05Other4077
483EC.capillary.activated0.02Nonsignificant0.731.15Other25
484IPSC.neural_primed0.02Nonsignificant1.000.33Other00
485ASPC.activated0.02Nonsignificant0.821.02Other164162
486EC.arterial.arteriole_gas_exchange0.02Nonsignificant1.000.61Other238131
487EC.capillary.inflammatory0.02Nonsignificant0.731.09Other2751
488FIB.transitioning.secretory_procollagen0.02Nonsignificant—0.00Other00
489FIB.skin_sheath.neuro_vascular_interface0.02Nonsignificant—0.44Other00
490ASPC.remodeling0.02Nonsignificant0.821.01Other106354
491MEL.dedifferentiated_migratory0.01Nonsignificant—1.02Other00
492EC.venous.activated0.01Nonsignificant0.990.99Other247752
493FIB.lung_alveolar.mito_secretory0.01Nonsignificant—0.00Other00
494THYMO.DP_early_stress0.01Nonsignificant—0.00Other00
495THYMO.DP_early0.01Nonsignificant1.000.64Other326313
496EC.venous.baseline0.01Nonsignificant0.990.89Other346807
497ASPC.preadipocyte_lipid_primed0.01Nonsignificant0.101.09Other331129
498ASPC.inflammatory0.01Nonsignificant0.821.13Other2161
499MAC.microglia_like.inflammatory_chemokine0.01Nonsignificant—0.34Other2032
500FIB.hepatic_stellate_cell.fibrogenic0.01Nonsignificant—0.42Other00
501EC.liver_sinusoidal.prostanoid0.01Nonsignificant—1.30Other1164
502IPSC.stress0.01Nonsignificant1.000.33Other00
503DC.cDC1.cross_presenting0.01Nonsignificant—0.69Other00
504EC.arterial.inflammatory0.01Nonsignificant1.000.54Other6350
505EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic0.01Nonsignificant—0.77Other00
506EC.arterial.ion_pump0.01Nonsignificant1.000.74Other32
507SCHWN.translation_boost9.70e-03Nonsignificant—0.00Other81
508SCHWN.reactive_inflammatory9.70e-03Nonsignificant—0.00Other00
509ASPC.stem_like_progenitor9.67e-03Nonsignificant0.820.96Other300842
510ASPC.niche_keeping_progenitor9.65e-03Nonsignificant0.821.03Other52219
511DC.cDC1.proliferative9.57e-03Nonsignificant—0.89Other00
512DC.mig.baseline9.52e-03Nonsignificant—0.00Other10
513MAC.proliferating.DNA_replication8.70e-03Nonsignificant0.321.14Other36
514GRNLSA.stress_metabolic8.59e-03Nonsignificant—0.00Other12
515MAC.LAM.inflammatory_APC8.31e-03Nonsignificant0.601.10Other872165
516EC.lymphatic.valve8.24e-03Nonsignificant—1.45Other00
517FIB.adventitial.baseline8.15e-03Nonsignificant1.000.87Other157278
518GRNLSA.angiocrine_mechanosensory8.15e-03Nonsignificant—0.00Other00
519EPI.alveolar_type_2.injury_primed8.08e-03Nonsignificant0.840.99Other434245
520EPI.thymic_medullary.stress_APC7.83e-03Nonsignificant0.921.03Other24
521HPC.GMP_granulocytic7.64e-03Nonsignificant—0.45Other33
522FIB.adventitial.mechano_chemo_sensing7.57e-03Nonsignificant1.000.69Other135524
523OLG.stress7.33e-03Nonsignificant0.381.18Other2328
524FIB.adventitial.PI16_matrix6.98e-03Nonsignificant1.000.88Other7090
525MAC.resident_repair.ECM_stromal_crosstalk6.87e-03Nonsignificant0.921.02Other95158
526T.CD4_Th2.tissue_adapted6.65e-03Nonsignificant—0.00Other00
527PERI.cardiac_skeletal6.56e-03Nonsignificant0.810.92Other313630
528FIB.barrier_secretory.remodeling6.54e-03Nonsignificant—0.00Other00
529MAC.resident_repair.chemokine_angiocrine6.35e-03Nonsignificant0.921.03Other87138
530MEL.stress_glucocorticoid6.20e-03Nonsignificant1.001.00Other1134
531ASPC.secretory6.18e-03Nonsignificant0.920.90Other765
532ASPC.baseline6.14e-03Nonsignificant0.910.96Other363170
533FIB.barrier_purinergic.stress_GF_binding6.05e-03Nonsignificant—0.00Other00
534ASPC.proliferative5.97e-03Nonsignificant0.820.99Other3385
535MAC.microglia_like.patrolling_adhesive5.91e-03Nonsignificant—0.52Other00
536EC.capillary.baseline5.74e-03Nonsignificant0.730.99Other246560
537PERI.angiocrine5.71e-03Nonsignificant0.810.92Other93102
538ASTRO.A1_reactive5.46e-03Nonsignificant1.000.29Other433394
539FIB.skin_sheath.ECM_immune5.36e-03Nonsignificant—0.00Other00
540DC.cDC1.activated5.36e-03Nonsignificant—0.00Other00
541EPI.salivary_intercalated_defense.canonical_antimicrobial5.31e-03Nonsignificant0.990.37Other1122
542MAC.resident_iron.heme_catabolism5.23e-03Nonsignificant0.870.72Other3051
543FIB.skin_tenogenic.baseline4.97e-03Nonsignificant—0.00Other02
544DC.cDC1.baseline4.96e-03Nonsignificant—0.16Other00
545FIB.interstitial.lipid_matrix4.79e-03Nonsignificant0.891.04Other258191
546MAC.MDM.APC_dendritic4.78e-03Nonsignificant0.451.19Other4815
547CM.baseline4.67e-03Nonsignificant1.001.01Other3930
548FIB.interstitial.remodeling4.66e-03Nonsignificant0.891.03Other319
549MEL.mature_oxidative_traffic4.46e-03Nonsignificant1.000.57Other247285
550IPSC.neuroendocrine_primed4.25e-03Nonsignificant—0.00Other00
551EC.venous.adipose_lipid4.19e-03Nonsignificant0.990.83Other254476
552EC.capillary.angiocrine4.17e-03Nonsignificant0.731.02Other250630
553FIB.reticular.immune_interface4.15e-03Nonsignificant—0.00Other16
554FIB.hepatic_stellate_cell.contractile4.06e-03Nonsignificant—0.32Other00
555ADIPO.thermogenic4.02e-03Nonsignificant—1.09Other00
556EPI.thymic_medullary.hormone_xeno_barrier3.78e-03Nonsignificant—0.00Other08
557MAC.resident_iron.heme_recycling3.74e-03Nonsignificant—0.02Other3037
558ILC2.quiescent3.71e-03Nonsignificant—0.00Other00
559EC.lymphatic.scavenger3.67e-03Nonsignificant0.621.18Other203257
560EPI.ectocervical_granular.immune_interact3.56e-03Nonsignificant—0.00Other00
561ADIPO.inflammatory3.35e-03Nonsignificant—0.97Other00
562EC.lymphatic.activated3.29e-03Nonsignificant0.621.36Other4773
563SMC.activated3.18e-03Nonsignificant1.000.55Other25
564OPC.proliferative_immune_interact3.14e-03Nonsignificant1.000.79Other180373
565FIB.adventitial.mito_secretory3.11e-03Nonsignificant1.000.84Other217
566SMC.contractile3.11e-03Nonsignificant1.000.44Other80588
567EPI.pancreatic_ductal_progenitor.baseline2.85e-03Nonsignificant1.000.00Other179702
568EC.capillary.stress2.84e-03Nonsignificant0.731.00Other4436
569GRANU.neutrophil.primed_degranulation2.83e-03Nonsignificant—0.38Other00
570EC.capillary.postcap_venule2.69e-03Nonsignificant0.730.98Other355261
571MAC.resident_cardiac.antigen_presenting2.62e-03Nonsignificant0.441.15Other5227
572EPI.thymic_medullary.canonical_alarmin2.52e-03Nonsignificant0.920.38Other817
573EC.venous.quiescent_homeostatic2.39e-03Nonsignificant0.731.11Other456360
574FIB.hepatic_stellate_cell.inflammatory2.35e-03Nonsignificant—0.00Other00
575MONO.CD16.hepatic_mac_like2.34e-03Nonsignificant0.021.17Other803117
576EPI.colonic_tuft.homeostatic2.24e-03Nonsignificant—0.00Other00
577FIB.adventitial.complement_angiocrine2.15e-03Nonsignificant1.000.46Other153684
578MEL.secretory_quiescent2.08e-03Nonsignificant1.000.00Other1913
579EC.lymphatic.baseline2.00e-03Nonsignificant0.880.56Other3872
580FIB.interstitial.immune_interact1.96e-03Nonsignificant0.900.90Other121
581OLG.myelinating_mature1.95e-03Nonsignificant0.951.00Other36394
582FIB.adventitial.activated_remodelling1.78e-03Nonsignificant—0.00Other141319
583EC.lymphatic.tip_migratory1.72e-03Nonsignificant0.760.96Other2337
584OLG.regulatory1.67e-03Nonsignificant0.950.90Other35373
585FIB.skin_papillary.baseline1.61e-03Nonsignificant—0.00Other00
586DC.cDC2.lipid_metabolic1.54e-03Nonsignificant—0.81Other00
587GRANU.neutrophil.antiviral_endotoxin1.42e-03Nonsignificant—0.26Other00
588PLAT.megakaryocytic1.19e-03Nonsignificant—0.97Other00
589OLG.regulatory_activated1.11e-03Nonsignificant0.950.86Other196614
590MAC.resident_cardiac.phagocytic_homeostasis1.10e-03Nonsignificant0.860.89Other5641,221
591EPI.alveolar_type_2.stress_response1.09e-03Nonsignificant0.990.76Other6751,562
592DC.cDC1.homeostatic_inhibitory1.08e-03Nonsignificant—0.00Other00
593MAC.MDM.inflammatory_phagocytic1.08e-03Nonsignificant0.841.08Other19952
594EC.capillary.migratory1.07e-03Nonsignificant0.730.95Other181509
595OPC.premyelinating1.04e-03Nonsignificant1.000.19Other18512
596FIB.reticular.ECM_builder1.03e-03Nonsignificant—0.00Other00
597OLG.myelinating_stress9.99e-04Nonsignificant0.950.90Other23262
598DC.cDC2.adhesion_signaling9.95e-04Nonsignificant0.641.14Other359
599MAC.resident_repair.antigen_presenting7.87e-04Nonsignificant0.970.82Other244113
600CM.sarcomere_actin_interface7.21e-04Nonsignificant1.000.98Other45078
601CM.oxidative_phospho7.15e-04Nonsignificant1.000.98Other266792
602THYMO.SP_CD4_naive6.94e-04Nonsignificant1.000.07Other6575
603EC.capillary.angiogenic_tip6.93e-04Nonsignificant0.730.95Other186218
604CM.osmoprotection6.60e-04Nonsignificant1.000.96Other3457
605MAC.LAM.lipid_opsonization6.44e-04Nonsignificant0.631.10Other4514
606FIB.interstitial.stress_secretory6.37e-04Nonsignificant0.890.97Other9256
607MONO.CD14.baseline6.22e-04Nonsignificant0.711.00Other2,26876
608FIB.interstitial.mesenchymal_APC6.13e-04Nonsignificant1.000.52Other8133
609EPI.endocervical_secretory.secretory_translocon6.06e-04Nonsignificant—0.00Other00
610CM.mechano_activated5.87e-04Nonsignificant1.000.95Other205134
611OLG.vesicle_trafficking5.70e-04Nonsignificant0.950.71Other12410
612MONO.CD14.remodeling5.68e-04Nonsignificant0.691.04Other2,373295
613EC.arterial.angiogenic_tip5.55e-04Nonsignificant—0.00Other3037
614HPC.GMP_inflammatory5.34e-04Nonsignificant0.970.46Other2010
615FIB.tracheal_subepithelial.baseline5.06e-04Nonsignificant—0.00Other00
616MAC.kupffer.tolerogenic4.96e-04Nonsignificant—0.00Other4549
617MAC.LAM.lipid_phagocytosis4.87e-04Nonsignificant0.631.05Other369328
618PLAT.adhesion4.64e-04Nonsignificant—0.00Other00
619ADIPO.hypoxia_remodelling4.61e-04Nonsignificant—0.00Other29105
620HPC.MEP4.51e-04Nonsignificant0.970.62Other5991,195
621CM.mito_proteostasis4.41e-04Nonsignificant1.001.01Other32929
622EC.venous.remodeling_stalk4.40e-04Nonsignificant0.990.51Other559566
623MAC.resident_cardiac.inflammatory_reparative4.11e-04Nonsignificant0.860.91Other3196
624OLG.reactive_repair3.68e-04Nonsignificant0.950.83Other385385
625EC.liver_sinusoidal.hypoxia_metabolic3.63e-04Nonsignificant0.670.99Other183107
626CM.inflammatory3.48e-04Nonsignificant—1.22Other00
627HPC.MPP_IEG3.48e-04Nonsignificant0.970.45Other4546
628DC.cDC2.antiviral3.29e-04Nonsignificant0.940.97Other10037
629MONO.CD16.platelet_bound2.97e-04Nonsignificant0.311.23Other372508
630HPC.MPP_activated2.79e-04Nonsignificant—0.00Other00
631EC.liver_sinusoidal.secretory_lipoprotein2.73e-04Nonsignificant0.670.76Other12070
632NEU.INH_PVALB.fastspike2.60e-04Nonsignificant—0.00Other2422
633IPSC.midbrain_primed2.57e-04Nonsignificant1.000.13Other00
634IPSC.mesodermal_primed2.54e-04Nonsignificant1.000.11Other00
635ADIPO.immature2.48e-04Nonsignificant—0.00Other2440
636MONO.CD14.inflammatory2.36e-04Nonsignificant0.691.24Other92134
637EPI.renal_proximal_tubule.onecarbon_peroxisome2.32e-04Nonsignificant0.041.60Other5889
638FIB.reticular.stress_metallothionein2.10e-04Nonsignificant—0.00Other332
639EC.liver_sinusoidal.inflammatory2.04e-04Nonsignificant—0.00Other223154
640EPI.lung_multiciliated.mature_motile_cilia2.04e-04Nonsignificant—1.53Other00
641NEU.INH_PVALB.serotonergic1.99e-04Nonsignificant—0.00Other00
642MAC.kupffer.metabolic1.95e-04Nonsignificant—0.00Other2536
643MONO.CD16.baseline1.93e-04Nonsignificant0.561.07Other501
644EC.liver_sinusoidal.remodeling_lipotoxicity1.85e-04Nonsignificant—0.00Other9058
645SKM.type_2_fast.glycolytic_IIx_IIb1.77e-04Nonsignificant6.84e-031.13Other5651,482
646MONO.CD14.APC_like1.74e-04Nonsignificant0.711.04Other1,6862,493
647DC.cDC2.tolerogenic_regulatory1.71e-04Nonsignificant0.940.92Other444
648DC.cDC2.pro_inflammatory1.28e-04Nonsignificant0.940.94Other35
649MONO.CD16.patrolling1.07e-04Nonsignificant0.780.94Other797216
650MAC.LAM.anti_inflammatory9.41e-05Nonsignificant1.000.88Other86132
651EPI.cervical_suprabasal.secretory_vesicle9.02e-05Nonsignificant—0.00Other00
652EPI.renal_proximal_tubule.detox_antioxidant8.66e-05Nonsignificant0.940.48Other39477
653MAC.resident_repair.lipid_phagocytic8.50e-05Nonsignificant0.970.40Other228604
654MONO.CD14.platelet_bound7.89e-05Nonsignificant0.711.05Other964176
655GRANU.neutrophil.tissue_patrolling5.71e-05Nonsignificant—0.00Other00
656EC.liver_sinusoidal.stress5.31e-05Nonsignificant—0.00Other413158
657SKM.type_2_fast.oxidative_IIa4.75e-05Nonsignificant0.421.02Other94656
658MAC.MDM.complement_resolving4.22e-05Nonsignificant0.841.00Other440860
659MONO.CD14.repair_M2_like4.03e-05Nonsignificant0.710.94Other5501,495
660MAC.proliferating.stress3.83e-05Nonsignificant—0.00Other87136
661MAC.LAM.perivascular_angiocrine3.64e-05Nonsignificant—0.34Other53138
662SKM.type_1_slow.contractile3.09e-05Nonsignificant0.031.20Other5968
663DC.cDC2.migratory2.87e-05Nonsignificant0.940.95Other18539
664MONO.CD16.inflammatory2.69e-05Nonsignificant0.780.96Other1,640168
665MONO.CD14.cord_tolerance2.46e-05Nonsignificant0.710.95Other864753
666DC.cDC2.proliferative2.46e-05Nonsignificant—0.00Other3971
667EPI.thymic_cortical.secretory_remodeling2.14e-05Nonsignificant—1.14Other41
668CM.translation_boost_RPL1.31e-05Nonsignificant1.000.87Other1291
669SKM.type_1_slow.glycolytic1.28e-05Nonsignificant1.000.94Other362647
670DC.cDC2.monocyte_like8.67e-06Nonsignificant0.940.77Other1,285791
671CM.translation_boost_RPS7.27e-06Nonsignificant1.000.90Other6916
672NEU.INH_PVALB.neuromodulatory6.37e-06Nonsignificant—0.00Other00
673MAC.LAM.antimicrobial5.21e-06Nonsignificant1.000.38Other38993
674MAC.MDM.LAM_like3.50e-06Nonsignificant0.930.58Other1214
675MAC.alveolar.stress_metabolic2.73e-06Nonsignificant0.341.22Other116148
676SKM.type_1_slow.oxidative2.29e-06Nonsignificant1.000.51Other802251
677CM.anti_inflammatory1.76e-06Nonsignificant1.000.76Other4241,503
678MAC.microglia_like.phagocytic_redox7.31e-07Nonsignificant—0.00Other00
679MAC.alveolar.capillary_interacting4.98e-08Nonsignificant0.731.14Other113181
680MAC.alveolar.scavenging_endocytic4.00e-08Nonsignificant—0.27Other140283
681EPI.lung_multiciliated.baseline2.03e-08Nonsignificant—0.51Other07
682EPI.lung_club_secretory.ciliogenesis_axoneme1.79e-08Nonsignificant—0.00Other00
683MAC.alveolar.biosynthetic_sterol_heme4.29e-09Nonsignificant0.980.79Other34740
684MAC.alveolar.lipid_autophagy2.82e-09Nonsignificant—0.00Other3544
685MAC.alveolar.inflammatory9.32e-10Nonsignificant0.980.61Other208312
686EPI.lung_multiciliated.stress3.32e-10Nonsignificant—0.00Other67165
687EPI.thymic_cortical.Notch_interface1.36e-11Nonsignificant—0.20Other82137
688EPI.thymic_cortical.baseline1.21e-12Nonsignificant1.000.10Other185386

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

230 unique genes. Showing 1–230. 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)
CFB01-High0.6714.18G1C1EPI.hepatic_ductular_cholangiocyte.acute_phase_complement (L2), MAC.LAM.lipid_opsonization (L2), MAC.alveolar.scavenging_endocytic (L2), MAC.resident_repair.ECM_stromal_crosstalk (L2)HEP.acute_phase (Tier: specific)
HEP.canalicular_transport (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: specific)
HEP.periportal_metabolic.urea_onecarbon_secretory (Tier: specific)
EPI.salivary_mucous_acinar (Tier: relevant)
EPI.salivary_mucous_acinar.baseline (Tier: relevant)
EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
HEP.acute_phase.complement_antiviral (Tier: relevant)
HEP.acute_phase.hypoxia_lipid (Tier: relevant)
HEP.acute_phase.inflammatory (Tier: relevant)
HEP.acute_phase.proliferative (Tier: relevant)
HEP.canalicular_transport.baseline (Tier: relevant)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
HEP.periportal_metabolic.stress_checkpoint (Tier: relevant)
94 cells — complete matches5081,239
PSD401-High0.6715.92G1C1—T.CD8_Tem (Tier: specific)
T.CD8_Tem.signaling_turnover (Tier: relevant)
38 cells — complete matches45133
CLPTM1L01-High0.6615.16G1C1—B.germinal_center.LZ_memory_precursor (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
6 cells — complete matches1950
DDX39B-AS101-High0.6414.17G1C1—T.CD8_Tem.early_helper_like (Tier: relevant)12 cells — complete matches56182
ENSG0000029976001-High0.6414.17G1C1———56182
DXO01-High0.559.30G1C1——B.age_associated.activated (L2), T.CD4_Treg.Tr1_like (L2)4663
TRIM1501-High0.545.69G1C1—EPI.extrahepatic_cholangiocyte (Tier: relevant)
EPI.extrahepatic_cholangiocyte.barrier_interface (Tier: relevant)
HEP.acute_phase.hypoxia_lipid (Tier: relevant)
HEP.acute_phase.inflammatory (Tier: relevant)
HEP.periportal_metabolic.stress_checkpoint (Tier: relevant)
15 cells — complete matches127228
TRIM2701-High0.494.42G1C1——T.CD4_Tfh (L1S), B.naive.receptor_recycle (L2), MAC.resident_repair.antigen_presenting (L2)44103
HCP502-Medium0.6821.21G1C2———510867
COL11A202-Medium0.6619.80G1C2——17 cells — complete matches205381
ENSG0000029111102-Medium0.6320.91G1C2———212386
HLA-DPB202-Medium0.6320.68G1C2———211384
MIR689102-Medium0.6218.93G1C2———474812
ENSG0000030197102-Medium0.6221.37G1C2———195362
TAP202-Medium0.6217.27G1C2——10 cells — complete matches198364
ENSG0000030194802-Medium0.6222.32G1C2———217398
HLA-DPA302-Medium0.6222.28G1C2———217398
ENSG0000029842602-Medium0.6115.47G1C2———317607
PAX802-Medium0.6118.98G1C2EPI.endocervical_secretory (L1S)EPI.renal_distal_tubule.repair (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
51 cells — complete matches37115
ENSG0000030790702-Medium0.6117.76G1C2———4891,000
HLA-DOA02-Medium0.6020.86G1C2—B.germinal_center (Tier: specific)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
88 cells — complete matches225407
HLA-DPA102-Medium0.6012.52G1C2EC.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)T.CD4_cytotoxic (Tier: specific)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
EPI.skin_sebaceous_duct_luminal.immune_interface (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
162 cells — complete matches287545
MICB02-Medium0.6016.87G1C2—T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: relevant)
T.CD8_Tem.stress_adapted (Tier: relevant)
43 cells — complete matches294633
PSORS1C102-Medium0.6020.89G1C2—EPI.intrahepatic_cholangiocyte_transport (Tier: relevant)26 cells — complete matches152355
HLA-B02-Medium0.6016.54G1C2EC.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)T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_Tem.baseline (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
T.CD8_Tem.stress_adapted (Tier: relevant)
T.CD8_Tem.TEMRA (Tier: relevant)
130 cells — complete matches493836
AIF102-Medium0.5917.49G1C2IPSC.mesodermal_primed (L2), T.CD4_Tcm.stress (L2)B.germinal_center.LZ_memory_precursor (Tier: relevant)118 cells — complete matches433801
VARS202-Medium0.5916.23G1C2——11 cells — complete matches6290
HLA-DQB202-Medium0.5921.84G1C2—B.germinal_center.LZ_memory_precursor (Tier: relevant)60 cells — complete matches205497
PAX8-AS102-Medium0.5915.58G1C2———3394
HLA-DPB102-Medium0.5911.55G1C2EC.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.germinal_center (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
EPI.skin_sebaceous_duct_luminal.immune_interface (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
137 cells — complete matches293562
DDX39B02-Medium0.5811.33G1C2———112383
HLA-DRA02-Medium0.5817.42G1C2B_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.germinal_center (Tier: specific)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
EPI.skin_sebaceous_duct_luminal.immune_interface (Tier: relevant)
194 cells — complete matches6931,237
HLA-DQB102-Medium0.5820.81G1C2MONO.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.germinal_center (Tier: specific)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
EPI.skin_sebaceous_duct_luminal.immune_interface (Tier: relevant)
133 cells — complete matches7031,314
ENSG0000023390202-Medium0.5812.74G1C2———150247
ENSG0000029426102-Medium0.5818.67G1C2———227409
PSMB902-Medium0.5812.48G1C2——21 cells — complete matches227422
MIR683302-Medium0.5712.13G1C2———108133
ENSG0000030973302-Medium0.5616.73G1C2———468929
HLA-L02-Medium0.5610.67G1C2———76108
HLA-L.202-Medium0.5610.67G1C2———76108
ENSG0000028638802-Medium0.5613.51G1C2———12
ENSG0000029976902-Medium0.5620.88G1C2———333727
HCG1802-Medium0.5610.27G1C2——4 cells — complete matches4577
SNORD8402-Medium0.569.30G1C2———59180
ENSG0000028904702-Medium0.5611.71G1C2———248377
ENSG0000025026402-Medium0.5611.40G1C2———198364
MICA-AS102-Medium0.5617.27G1C2———210470
AGER02-Medium0.5512.34G1C2EPI.alveolar_type_1 (L1S), EPI.alveolar_type_1.baseline (L2)—39 cells — complete matches164276
ENSG0000029974702-Medium0.5518.71G1C2———346745
ENSG0000028940602-Medium0.5513.79G1C2———201390
PBX202-Medium0.5413.08G1C2——7 cells — complete matches289424
LTA02-Medium0.5413.23G1C2—B.germinal_center (Tier: specific)
T.CD8_Tem (Tier: specific)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
T.CD8_Tem.stress_adapted (Tier: relevant)
T.CD8_Tem.TEMRA (Tier: relevant)
105 cells — complete matches226418
PSMB8-AS102-Medium0.549.00G1C2——10 cells — complete matches204380
LINC0296602-Medium0.5416.54G1C2———3297
TSBP1-AS102-Medium0.5319.14G2C2———106195
PSMB802-Medium0.539.33G1C2—NEU.EXC_SYT2 (Tier: specific)5 cells — complete matches200385
TAPBP02-Medium0.537.78G1C2———59118
EGFL802-Medium0.5314.81G1C2—T.CD8_Tem.signaling_turnover (Tier: relevant)33 cells — complete matches107174
TAP102-Medium0.5312.48G1C2EPI.thymic_cortical.baseline (L2)—ASPC.inflammatory (L2), GRANU.neutrophil.antiviral_endotoxin (L2), HEP.periportal_metabolic.acute_phase_barrier (L2)201382
HLA-G02-Medium0.527.04G1C2—T.CD4_cytotoxic (Tier: specific)
EPI.extrahepatic_cholangiocyte (Tier: relevant)
EPI.extrahepatic_cholangiocyte.barrier_interface (Tier: relevant)
EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
EPI.skin_sebaceous_duct_luminal.immune_interface (Tier: relevant)
NK.adaptive_terminal_cytotoxic (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
33 cells — complete matches74109
CYP21A202-Medium0.5214.03G2C1—HEP.acute_phase (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: specific)
HEP.acute_phase.complement_antiviral (Tier: relevant)
HEP.acute_phase.inflammatory (Tier: relevant)
HEP.acute_phase.proliferative (Tier: relevant)
HEP.periportal_metabolic.stress_checkpoint (Tier: relevant)
9 cells — complete matches66383
MSH5-SAPCD102-Medium0.5214.04G1C2—B.germinal_center.LZ_memory_precursor (Tier: relevant)15 cells — complete matches713
ENSG0000030302902-Medium0.5217.33G1C2———234380
ENSG0000028955902-Medium0.529.80G1C2———131232
MSH502-Medium0.5113.44G1C2—B.germinal_center.LZ_memory_precursor (Tier: relevant)13 cells — complete matches714
HLA-DOB02-Medium0.5119.17G2C2—B.germinal_center (Tier: specific)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
64 cells — complete matches135235
HLA-DRB102-Medium0.5117.13G1C2EPI.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.germinal_center (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
EPI.extrahepatic_cholangiocyte.barrier_interface (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
EPI.skin_sebaceous_duct_luminal.immune_interface (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
T.CD8_Tem.stress_adapted (Tier: relevant)
203 cells — complete matches5651,192
CSNK2B02-Medium0.5112.17G1C2———54128
ENSG0000026302002-Medium0.5112.11G1C2———54128
GPANK102-Medium0.5011.29G1C2——6 cells — complete matches2743
ENSG0000028564702-Medium0.5021.48G1C2———364611
SLC44A402-Medium0.509.30G1C2EPI.hepatic_ductular_cholangiocyte.ion_transport (L2), EPI.intrahepatic_cholangiocyte_transport.mucin_secretory (L2), EPI.pancreatic_ductal_bicarbonate.barrier_mucin (L2)EPI.extrahepatic_cholangiocyte (Tier: relevant)
EPI.salivary_mucous_acinar (Tier: relevant)
EPI.extrahepatic_cholangiocyte.barrier_interface (Tier: relevant)
EPI.lung_club_secretory.canonical_surfactant (Tier: relevant)
EPI.lung_club_secretory.ciliogenesis_primed (Tier: relevant)
EPI.salivary_mucous_acinar.baseline (Tier: relevant)
EPI.salivary_serous_acinar.seromucous_like (Tier: relevant)
46 cells — complete matches2331
SAPCD1-AS102-Medium0.509.30G1C2——MAC.LAM.perivascular_angiocrine (L2)2756
TRIM3102-Medium0.497.28G1C2EPI.colonocyte.distal_absorptive (L2)—30 cells — complete matches82107
HLA-DQA102-Medium0.4916.16G1C2EPI.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.germinal_center (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
EPI.skin_sebaceous_duct_luminal.immune_interface (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
159 cells — complete matches6081,232
EHMT202-Medium0.4914.11G2C2——5 cells — complete matches4789
HLA-DQA202-Medium0.4916.92G1C2T.CD4_Trm.metal_stress (L2), T.CD4_transitional.APC_interacting (L2)B.germinal_center (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
EPI.skin_sebaceous_duct_luminal.immune_interface (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
T.CD8_Tem.stress_adapted (Tier: relevant)
127 cells — complete matches173495
ENSG0000030792302-Medium0.4913.01G1C2———371796
STK1902-Medium0.489.30G1C2—T.CD8_Tem.stress_adapted (Tier: relevant)12 cells — complete matches3552
WDR4602-Medium0.4811.49G2C2——4 cells — complete matches1528
ENSG0000030689502-Medium0.4814.79G2C2———27
MIR219A102-Medium0.4814.79G2C2———27
RING102-Medium0.4814.79G2C2——T.CD4_Tcm.imprinted_splicing (L2), T.CD8_Trm.muscosal_Tc17 (L2)27
ENSG0000028495402-Medium0.4815.14G2C2———49123
ENSG0000028508502-Medium0.4815.14G2C2———49123
LINC0101602-Medium0.4814.70G1C2——11 cells — complete matches177400
FLOT102-Medium0.484.66G1C2——EC.arterial.ion_pump (L2)278593
IER302-Medium0.484.66G1C2DC.cDC2.pro_inflammatory (L2), EPI.pancreatic_acinar.inflammatory_regenerative (L2), EPI.salivary_myoepithelial.activated (L2), EPI.skin_follicular_keratinizing.transit_amplifying (L2), FIB.barrier_purinergic.stress_GF_binding (L2), FIB.reticular.stress_metallothionein (L2), HEP.canalicular_transport.secretory_ERAD_UPR (L2), MAC.kupffer.inflammatory (L2), PC.IgG_systemic.interacting (L2), SCHWN.reactive_inflammatory (L2), T.CD4_Trm.activated (L2), T.CD8_Trm.inflammatory (L2)EPI.pancreatic_acinar.inflammatory_regenerative (Tier: relevant)
EPI.skin_keratinocyte_progenitor.quiescent_stem_like (Tier: relevant)
85 cells — complete matches247484
HLA-C02-Medium0.4712.65G1C2EPI.intrahepatic_cholangiocyte_defense.secretory_barrier (L2), EPI.pancreatic_ductal_perivascular.protective_antioxidant (L2), NEU.EXC_CT.remodeling (L2), OPC.proliferative_immune_interact (L2)T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
NK.adaptive_biosynthetic_primed (Tier: specific)
NK.adaptive_terminal_cytotoxic (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_Tem.baseline (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
T.CD8_Tem.stress_adapted (Tier: relevant)
T.CD8_Tem.TEMRA (Tier: relevant)
76 cells — complete matches7381,070
ENSG0000027333302-Medium0.4712.71G1C2———245490
DHFRP202-Medium0.4718.69G1C2———1620
NFKBIL102-Medium0.4713.79G2C2——4 cells — complete matches101243
HSD17B802-Medium0.4712.08G2C2——6 cells — complete matches38
IL1RN02-Medium0.4617.55G1C2EPI.esophageal_basal.junctional_barrier (L2), MAC.LAM.anti_inflammatory (L2), MAC.alveolar.inflammatory (L2), MAC.resident_iron.redox_metabolic (L2)EPI.skin_interfollicular_spinous (Tier: specific)
EPI.extrahepatic_cholangiocyte (Tier: relevant)
EPI.extrahepatic_cholangiocyte.barrier_interface (Tier: relevant)
EPI.skin_keratinocyte_progenitor.quiescent_stem_like (Tier: relevant)
EPI.skin_sebaceous_duct_luminal.detox_repair (Tier: relevant)
84 cells — complete matches37108
DDR102-Medium0.4610.19G2C2—T.CD8_Tem.signaling_turnover (Tier: relevant)10 cells — complete matches121263
GTF2H402-Medium0.4613.36G2C2——4 cells — complete matches61160
NOTCH402-Medium0.4613.66G1C2—T.CD8_Tem.stress_adapted (Tier: relevant)36 cells — complete matches143264
MICB-DT02-Medium0.4614.48G2C2———131286
ENSG0000029704002-Medium0.4617.48G1C2———180389
PRRC2A02-Medium0.4512.39G2C2———110204
PRRT102-Medium0.4512.76G2C2——26 cells — complete matches51133
TCF1902-Medium0.4512.02G2C2EPI.esophageal_suprabasal.proliferative_S (L2), HEP.acute_phase.proliferative (L2)B.germinal_center (Tier: specific)
NK.adaptive_biosynthetic_primed (Tier: specific)
EPI.skin_appendage_keratinocyte.transit_amplifying (Tier: relevant)
HEP.acute_phase.proliferative (Tier: relevant)
T.CD8_Tem.TEMRA (Tier: relevant)
46 cells — complete matches196428
HLA-E02-Medium0.453.12G1C2EPI.intrahepatic_cholangiocyte_defense.secretory_barrier (L2), EPI.thymic_cortical.baseline (L2), EPI.thymic_medullary.stress_APC (L2), FIB.interstitial.immune_interact (L2), THYMO.SP_CD4_naive (L2)HEP.periportal_metabolic.stress_checkpoint (Tier: relevant)37 cells — complete matches193384
SNHG3202-Medium0.4513.96G2C2———3869
ENSG0000029328102-Medium0.4516.40G1C2———1620
ENSG0000030452902-Medium0.4515.48G2C2———2474
HLA-DRB502-Medium0.4516.48G2C2EC.venous.baseline (L2), EPI.endocervical_secretory.secretory_translocon (L2), EPI.skin_sebaceous_duct_luminal.immune_interface (L2), FIB.interstitial.mesenchymal_APC (L2), MG.phagocytic_APC (L2), NK.adaptive_classII_inhibitory (L2), PC.IgG_systemic.stress (L2), T.CD4_Tcm.APC_mimicry (L2), T.CD4_Treg.APC_interactive (L2), T.CD4_Trm.cytotoxic_effector (L2), T.CD4_transitional.APC_interacting (L2), T.CD8_transitional.APC_like (L2), T.MAIT.cytotoxic (L2)B.germinal_center (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
B.germinal_center.LZ_memory_precursor (Tier: relevant)
EPI.extrahepatic_cholangiocyte.barrier_interface (Tier: relevant)
EPI.lung_club_secretory.canonical_surfactant (Tier: relevant)
EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
EPI.skin_sebaceous_duct_luminal.immune_interface (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
T.CD8_Tem.stress_adapted (Tier: relevant)
193 cells — complete matches364756
BAG602-Medium0.4412.99G2C2——MONO.CD16.inflammatory (L2)73116
ENSG0000028903502-Medium0.4413.77G1C2———3596
MICA02-Medium0.4412.96G1C2——7 cells — complete matches277593
ENSG0000029880102-Medium0.447.24G1C2———104221
ATP6V1G202-Medium0.4412.10G2C2—T.CD8_Tem.stress_adapted (Tier: relevant)12 cells — complete matches73194
PPT2-EGFL802-Medium0.4411.28G2C2—T.CD8_Tem.signaling_turnover (Tier: relevant)14 cells — complete matches52132
TNXB02-Medium0.4410.36G1C2GRANU.neutrophil.antiviral_endotoxin (L2)T.CD8_Tem.TEMRA (Tier: relevant)27 cells — complete matches153526
MIR683402-Medium0.4410.30G2C2———1010
PFDN602-Medium0.4410.30G2C2——EPI.colonic_tuft.homeostatic (L2)1010
PPT202-Medium0.4411.22G2C2—T.CD8_Tem.signaling_turnover (Tier: relevant)14 cells — complete matches52132
ENSG0000028858702-Medium0.4412.49G1C2———257555
ZSCAN902-Medium0.445.53G1C2—T.CD8_Tem.TEMRA (Tier: relevant)12 cells — complete matches1736
ATP6V1G2-DDX39B02-Medium0.4411.71G2C2—T.CD8_Tem.stress_adapted (Tier: relevant)11 cells — complete matches69185
APOM02-Medium0.439.30G2C2EPI.ileal_bile_transport.absorptive_xenobiotic (L2)—13 cells — complete matches1416
MCCD102-Medium0.4310.53G2C2———35113
SFTA202-Medium0.4313.20G2C2EPI.alveolar_type_1.baseline (L2), EPI.lung_club_secretory.canonical_surfactant (L2)EPI.lung_club_secretory.canonical_surfactant (Tier: relevant)
EPI.lung_club_secretory.ciliogenesis_primed (Tier: relevant)
23 cells — complete matches53143
TNF02-Medium0.4313.23G2C2B.naive.activated (L2), EC.capillary.inflammatory (L2), EPI.ectocervical_granular.inflammatory (L2), EPI.renal_principal_cell.inflammatory (L2), ILC2.activated (L2), MAC.alveolar.inflammatory (L2), MAC.microglia_like.inflammatory_chemokine (L2), T.CD4_Trm.activated (L2), T.CD4_cytotoxic.NK_adapted (L2), T.CD8_Trm.inflammatory (L2)T.CD4_cytotoxic (Tier: specific)
EPI.intrahepatic_cholangiocyte_transport (Tier: relevant)
EPI.renal_distal_tubule.repair (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
T.CD8_Tem.baseline (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
111 cells — complete matches75194
TRIM3902-Medium0.439.98G2C2—T.CD8_Tem.TEMRA (Tier: relevant)9 cells — complete matches2156
CLIC102-Medium0.439.30G1C2PC.IgG_systemic.secretory (L2)—10 cells — complete matches159256
POLR1HASP.202-Medium0.433.40G1C2———341670
ENSG0000029446602-Medium0.439.30G1C2———58138
MIR683202-Medium0.439.83G1C2———99170
C6orf1502-Medium0.4212.46G2C2———11
ENSG0000030189802-Medium0.429.30G2C2———00
RGL202-Medium0.429.20G2C2——EC.arterial.metabolic (L2), T.CD4_Treg.Tr1_like (L2)37
HSPA1B02-Medium0.429.30G1C2ASTRO.stress_acute (L2), B.memory.activated (L2), B.naive.activated (L2), DC.cDC2.tolerogenic_regulatory (L2), EC.capillary.inflammatory (L2), EC.liver_sinusoidal.stress (L2), EPI.alveolar_type_2.stress_response (L2), EPI.colonocyte.crypt_progenitor (L2), EPI.pancreatic_acinar.stress (L2), EPI.pancreatic_ductal_bicarbonate.stress (L2), EPI.renal_distal_tubule.stress (L2), EPI.renal_principal_cell.activated_acute (L2), EPI.skin_interfollicular_spinous.stress_UPR (L2), EPI.tracheal_basal.activated_stress (L2), FIB.skin_sheath.stress_chaperone (L2), GRNLSA.EMT_insulin_signaling (L2), HEP.canalicular_transport.inflammatory (L2), ILC2.activated (L2), MAC.kupffer.stress (L2), MONO.CD14.cord_tolerance (L2), OLG.stress (L2), PC.IgA_muocsal.plasmablast (L2), SMC.activated (L2), T.CD8_Trm.inflammatory (L2), T.CD8_transitional.stress (L2), T.MAIT.stress (L2), THYMO.DP_early_stress (L2), THYMO.SP_CD8_naive_stress (L2)EPI.renal_distal_tubule.stress (Tier: relevant)
HEP.periportal_metabolic.stress_chaperone (Tier: relevant)
88 cells — complete matches60376
ENSG0000028697402-Medium0.429.30G1C2———95225
ENSG0000030670502-Medium0.4212.45G1C2———27
B3GALT402-Medium0.4111.00G2C2——8 cells — complete matches10
ENSG0000029347902-Medium0.4110.14G2C2———115
LY6G6E02-Medium0.4110.14G2C2———115
MPIG6B02-Medium0.4110.06G2C2MONO.CD14.platelet_bound (L2), MONO.CD16.platelet_bound (L2)—27 cells — complete matches115
C6orf4702-Medium0.419.30G2C2—NK.adaptive_terminal_cytotoxic (Tier: relevant)11 cells — complete matches86156
ENSG0000020442202-Medium0.419.91G2C2———115
BRD202-Medium0.414.87G2C2EPI.colonic_tuft.activated (L2), T.CD4_Trm.activated (L2)—13 cells — complete matches256441
ENSG0000030455902-Medium0.4113.16G2C2———337717
HCG2502-Medium0.4116.85G1C2—T.CD8_Tem (Tier: specific)
T.CD8_Tem.baseline (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
T.CD8_Tem.TEMRA (Tier: relevant)
29 cells — complete matches178322
LY6G6F02-Medium0.4113.13G1C2———115
ENSG0000028910002-Medium0.418.62G2C2———10
ENSG0000029606502-Medium0.417.80G1C2———130282
LY6G6F-LY6G6D02-Medium0.4012.91G1C2———115
ENSG0000028937502-Medium0.4012.06G2C2———00
CDSN02-Medium0.409.85G2C2——EPI.skin_sweat_duct_keratinocyte.barrier (L2)12
LST102-Medium0.4014.77G2C2granulocyte (L1), macrophage (L1), monocyte (L1), MAC.MDM (L1S), MONO.CD16 (L1S), ILC2.activated (L2), MAC.MDM.inflammatory_phagocytic (L2), MONO.CD14.baseline (L2)T.CD4_cytotoxic (Tier: specific)106 cells — complete matches183440
ENSG0000028982902-Medium0.409.30G1C2———11
SNORD5202-Medium0.409.30G2C2———3255
LY6G5B02-Medium0.4012.12G2C2—T.CD4_cytotoxic (Tier: specific)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_Tem.stress_adapted (Tier: relevant)
26 cells — complete matches1117
NCR302-Medium0.4014.94G2C2T.CD4_transitional.tissue_enagement (L2), T.CD8_Tcm.NK_like (L2), T.CD8_Tem.TEMRA (L2)natural_killer_cell (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.adaptive_terminal_cytotoxic (Tier: relevant)
NK.cytokine_quiescent (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_Tem.baseline (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
T.CD8_Tem.stress_adapted (Tier: relevant)
T.CD8_Tem.TEMRA (Tier: relevant)
104 cells — complete matches261542
TRIM1002-Medium0.405.12G1C2———122254
ENSG0000028875102-Medium0.4011.71G1C2———1015
HLA-DRB602-Medium0.3914.27G2C2———327716
ENSG0000030299402-Medium0.3917.24G2C2———354697
LY6G6D02-Medium0.3910.83G1C2———922
EHMT2-AS102-Medium0.399.30G2C2——16 cells — complete matches45
LINC0155602-Medium0.394.22G1C2—T.CD8_Tem.early_helper_like (Tier: relevant)20 cells — complete matches36115
TRIM39-RPP2102-Medium0.399.24G2C2—NK.adaptive_terminal_cytotoxic (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
T.CD8_Tem.TEMRA (Tier: relevant)
30 cells — complete matches00
C202-Medium0.3816.54G2C2EPI.alveolar_type_2.baseline_surfactant (L2), EPI.alveolar_type_2.stress_response (L2), HEP.pericentral_lipoprotein.ApoB_coagulation (L2)—49 cells — complete matches6183
NEU102-Medium0.3811.93G2C2——7 cells — complete matches2637
GPSM302-Medium0.389.30G2C2—T.CD4_cytotoxic (Tier: specific)50 cells — complete matches358590
HCG2002-Medium0.387.27G1C2EPI.ectocervical_granular.inflammatory (L2), EPI.pancreatic_acinar.inflammatory_regenerative (L2)EPI.pancreatic_acinar.inflammatory_regenerative (Tier: relevant)
EPI.skin_keratinocyte_progenitor.quiescent_stem_like (Tier: relevant)
HEP.acute_phase.inflammatory (Tier: relevant)
HEP.periportal_metabolic.stress_chaperone (Tier: relevant)
38 cells — complete matches183351
LTB02-Medium0.3812.57G2C2T.CD4_Tcm (L1S), T.CD4_Tem (L1S), T.CD4_transitional (L1S), T.CD8_Tcm (L1S), T.CD8_transitional (L1S), B.germinal_center.LZ_survival (L2), DC.mig.baseline (L2), HPC.CLP_B_primed (L2), ILC2.activated (L2), T.CD4_Trm.helper_like (L2), T.CD4_cytotoxic.precursor (L2), T.CD8_naive.baseline (L2), T.gamma_delta.central_memory (L2), THYMO.SP_CD8_naive (L2)EPI.intrahepatic_cholangiocyte_transport (Tier: relevant)
EPI.renal_distal_tubule.repair (Tier: relevant)
T.CD8_Tem.stress_adapted (Tier: relevant)
165 cells — complete matches127281
ENSG0000028012802-Medium0.3810.11G2C2———00
SNORD4802-Medium0.379.30G2C2———16
HLA-DRB6.202-Medium0.3711.89G2C2———332742
H4C1102-Medium0.373.84G2C2———1218
TRIM2602-Medium0.3610.34G2C2——8 cells — complete matches69112
RXRB02-Medium0.3613.10G2C2——8 cells — complete matches1129
HLA-F-AS102-Medium0.366.66G2C2———199357
MICE02-Medium0.366.54G2C2———91188
ENSG0000027256302-Medium0.3512.23G2C2———2484
GNL102-Medium0.352.98G2C2———74175
ABHD16A02-Medium0.3512.03G1C2—T.CD4_cytotoxic (Tier: specific)T.CD4_cytotoxic (L1S), T.CD4_cytotoxic.NK_adapted (L2), T.CD8_Trm.dendritic_recruiter (L2)27
ZBTB902-Medium0.346.44G2C2—T.CD8_Tem.baseline (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
35 cells — complete matches00
ENSG0000029608202-Medium0.347.50G1C2———136282
LY6G6C02-Medium0.3410.72G1C2EPI.skin_sweat_duct_keratinocyte.barrier (L2)EPI.skin_sweat_duct_keratinocyte (Tier: relevant)7 cells — complete matches115
TRIM4002-Medium0.344.93G2C1——15 cells — complete matches6082
TRIM31-AS102-Medium0.345.75G2C1——6 cells — complete matches5683
ZNG1B02-Medium0.349.63G1C2———3399
ENSG0000028928202-Medium0.3412.80G2C2———00
HLA-A02-Medium0.342.60G2C2EPI.hepatic_ductular_cholangiocyte.barrier_chemokine (L2), EPI.intrahepatic_cholangiocyte_defense.secretory_barrier (L2), EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo (L2), EPI.renal_principal_cell.injury_repair (L2), EPI.skin_appendage_keratinocyte.ductal_immune_interacting (L2), FIB.skin_sheath.ECM_immune (L2), HEP.pericentral_lipoprotein.ApoB_coagulation (L2), NEU.EXC_CT.remodeling (L2), OPC.proliferative_immune_interact (L2)T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
NK.adaptive_biosynthetic_primed (Tier: specific)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
NK.adaptive_terminal_cytotoxic (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_Tem.baseline (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
T.CD8_Tem.stress_adapted (Tier: relevant)
T.CD8_Tem.TEMRA (Tier: relevant)
78 cells — complete matches281510
C6orf13602-Medium0.332.70G1C2—T.CD8_Tem.signaling_turnover (Tier: relevant)T.CD8_Tem.signaling_turnover (L2)174338
LINC0024302-Medium0.335.89G2C2—T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
T.CD8_Tem.stress_adapted (Tier: relevant)
78 cells — complete matches192416
ENSG0000028576102-Medium0.336.73G2C2———123218
MOG02-Medium0.324.72G2C2oligodendrocyte (L1), OLG.oligodendrocyte (L1S)—10 cells — complete matches68
ENSG0000027223602-Medium0.326.58G2C2———3869
ENSG0000030312402-Medium0.312.53G2C2———3994
LINC0256902-Medium0.312.29G2C2———4182
ZFP5702-Medium0.314.75G2C2—EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
T.CD8_Tem.baseline (Tier: relevant)
T.CD8_Tem.stress_adapted (Tier: relevant)
T.CD8_Tem.TEMRA (Tier: relevant)
34 cells — complete matches59109
HLA-F02-Medium0.306.79G2C2EPI.skin_appendage_keratinocyte.ductal_immune_interacting (L2)HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)11 cells — complete matches205352
IER3-AS102-Medium0.304.67G2C2———155290
RPP2102-Medium0.299.53G2C2———11
ENSG0000028880502-Medium0.285.41G2C2———3264
ATAT102-Medium0.282.23G1C2—T.CD8_Tem (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: relevant)
16 cells — complete matches138274
ENSG0000024425502-Medium0.289.30G2C2———3243
GABBR102-Medium0.283.52G2C2——40 cells — complete matches1311
DHX1602-Medium0.282.30G1C2——5 cells — complete matches164300
ENSG0000029387902-Medium0.285.65G2C2———152319
HCG1502-Medium0.284.35G2C2——EC.capillary.stress (L2), EPI.ileal_enterocyte_crypt.proliferative_G2M (L2), FIB.adventitial.inflammatory_activated (L2)2557
LINC0257002-Medium0.277.96G2C2———2961
ENSG0000031047402-Medium0.272.73G2C2———1619
HLA-DMA02-Medium0.278.55G2C2MONO.CD16.hepatic_mac_like (L2), T.CD4_Tcm.APC_mimicry (L2), T.CD8_transitional.APC_like (L2)B.germinal_center.LZ_memory_precursor (Tier: relevant)
EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
EPI.skin_sebaceous_duct_luminal.immune_interface (Tier: relevant)
97 cells — complete matches226330
ENSG0000029087002-Medium0.265.20G2C2———44
ENSG0000029057402-Medium0.253.20G2C2———5594
HLA-J02-Medium0.253.20G2C2———5490
HCG902-Medium0.252.72G2C2——10 cells — complete matches4680
HLA-H02-Medium0.253.80G2C2———204363
HLA-H.202-Medium0.253.80G2C2———204363
ENSG0000031049602-Medium0.252.79G2C2———112169
HLA-K02-Medium0.252.79G2C2———112169
PPP1R1002-Medium0.242.19G1C2HPC.MPP_activated (L2), MEL.dedifferentiated_migratory (L2)—4 cells — complete matches68161
MRPS18B02-Medium0.242.11G1C2——FIB.perivascular_interface (L1S), MAC.resident_iron.heme_catabolism (L2)2843
ENSG0000031050802-Medium0.242.29G2C2———1419
HCG4B02-Medium0.242.28G2C2———1110
ENSG0000023052102-Medium0.243.65G2C2———1928
ZNF31102-Medium0.244.28G2C2——8 cells — complete matches2561
MDC102-Medium0.231.91G1C2——10 cells — complete matches155295
HLA-V.202-Medium0.225.68G2C2———1822
ENSG0000029389702-Medium0.224.87G2C2———122272
ENSG0000022517302-Medium0.224.55G2C2———2359
ENSG0000030069002-Medium0.194.60G2C2———2359
ENSG0000030589402-Medium0.194.50G2C2———2254
LINC0162302-Medium0.184.56G2C2———2359
LINC0053302-Medium0.185.50G2C2———1544

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.