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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.

FING00000031 · All tissues

Acute sinusitis: 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: Sinusitis

Interpret only the requested hierarchy level (L1, L1S or L2) and the exact cell identities listed for that level on the permanent reference page for the requested scope. Cell names link to their shared scope memberships. Membership is trait-independent and based on positive full-population overlap, not sampled points. A population can overlap several scopes. Cell-identity scopes include only the population itself and its ancestors, never its descendants: an L1 type does not list child L1S subtypes or L2 states. Tissue, system, lineage and theme scopes retain their full-population overlap memberships. These IC scores and cell counts remain full-atlas values: selecting a scope restricts which populations are interpreted; it does not recalculate tissue-specific averages. Do not interpret other levels or out-of-scope populations.

Complete annotation marker lists · Complete markers and scope-aware enriched-gene evidence for all cell types, subtypes and states. Co-interpret eligible cell rankings with the associated-gene table below using both annotation-marker overlap and scope-pooled enriched-gene overlap, kept separate. Read each relevant cell's complete marker and enrichment lists through the linked reference. These support biological interpretation, not marker recaps, causal proof or a replacement for interpreting the ranking.

Type rankings — L1 (34)

Types ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1natural_killer_cell21.24Significant1.65e-491.48Specific1,2042,052
2T_cell5.98Significant1.65e-491.31Other470959
3dendritic_cell3.37Nominal1.000.88Other496724
4B_cell3.03Nominal1.000.98Other356694
5haematopoietic_progenitor_cell2.72Nonsignificant1.000.85Other262502
6innate_lymphoid_cell_22.14Nonsignificant1.000.88Other38
7epithelial_cell1.99Nonsignificant1.001.02Other2447
8granulocyte1.53Nonsignificant1.000.84Other56
9schwann_cell1.45Nonsignificant1.000.77Other1057
10thymocyte1.13Nonsignificant1.000.83Other168512
11astrocyte1.11Nonsignificant1.000.76Other2561,203
12fibroblast0.80Nonsignificant1.000.76Other184826
13monocyte0.51Nonsignificant1.000.69Other2,1763,871
14hepatocyte0.42Nonsignificant1.000.67Other1,5153,822
15adipocyte0.42Nonsignificant1.000.69Other33111
16muscle_stem_cell0.36Nonsignificant1.000.71Other727
17macrophage0.35Nonsignificant1.000.65Other8131,732
18plasma_cell0.35Nonsignificant1.000.64Other1724
19neuron0.29Nonsignificant1.000.60Other3301,328
20cardiomyocyte0.09Nonsignificant1.000.54Other5332,045
21adipose_stem_and_progenitor_cell0.04Nonsignificant1.000.43Other327954
22mesothelial_cell0.02Nonsignificant1.000.42Other636
23microglia0.02Nonsignificant1.000.40Other61129
24smooth_muscle_cell0.02Nonsignificant1.000.40Other27139
25oligodendrocyte_precursor_cell0.01Nonsignificant1.000.42Other4611,454
26melanocyte0.01Nonsignificant1.000.53Other97309
27pericyte5.34e-03Nonsignificant1.000.33Other128517
28granulosa_cell3.77e-03Nonsignificant1.000.32Other293670
29endothelial_cell3.04e-03Nonsignificant1.000.27Other373974
30platelet1.94e-03Nonsignificant—0.00Other85104
31chondrocyte1.32e-03Nonsignificant1.000.30Other5481,069
32induced_pluripotent_stem_cell1.30e-03Nonsignificant1.000.30Other00
33oligodendrocyte1.21e-03Nonsignificant1.000.24Other3851,507
34skeletal_muscle_cell7.71e-06Nonsignificant1.000.10Other9442,600

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1NK.natural_killer_cell21.24Significant——Specific1,2042,045
2T.CD8_Tem17.70Significant1.60e-492.74Specific1,0831,857
3EPI.endocervical_secretory16.76Significant—1.77Relevant00
4EPI.salivary_duct_excretory14.96Significant0.361.20Relevant85180
5T.CD4_cytotoxic12.32Significant2.15e-132.19Specific8551,493
6DC.pDC9.91Significant2.97e-101.84Specific4961,028
7EPI.salivary_serous_acinar9.14Significant4.02e-121.30Specific233531
8T.CD8_Tcm8.94Significant1.25e-041.62Specific460926
9T.CD8_transitional8.29Significant2.87e-161.82Specific497932
10T.CD8_Trm7.63Significant7.88e-071.65Specific211346
11EPI.skin_keratinocyte_basal7.59Significant—1.24Relevant1326
12EPI.salivary_mucous_acinar7.19Significant8.66e-031.23Specific6391,189
13T.gamma_delta7.18Significant1.18e-041.61Specific5881,078
14EPI.salivary_intercalated_defense6.81Significant1.001.09Other81161
15EPI.salivary_duct_ion_transport5.59Significant1.001.15Relevant511
16T.CD8_naive5.50Nominal4.12e-041.35Other317708
17T.CD4_Th174.89Nominal1.000.75Other421794
18T.CD4_Tem4.84Nominal1.000.91Other365697
19DC.mig4.81Nominal—0.75Other89156
20T.CD4_Trm4.65Nominal1.000.74Other176363
21EPI.cervical_suprabasal3.88Nominal—0.97Other1450
22T.CD4_naive3.24Nominal1.000.27Other399866
23EPI.pancreatic_islet3.23Nominal1.000.94Other52132
24T.CD4_Tcm3.22Nominal1.000.09Other494988
25EPI.lung_multiciliated3.21Nominal1.001.02Other1649
26B.naive3.17Nominal0.051.37Other307595
27T.MAIT3.12Nominal1.000.29Other469855
28B.memory3.07Nominal1.000.98Other442882
29EPI.salivary_myoepithelial3.01Nominal1.001.07Other191714
30T.CD4_transitional2.96Nonsignificant1.000.11Other48110
31T.CD4_Tfh2.93Nonsignificant1.000.08Other4745
32HPC.haematopoietic_progenitor_cell2.72Nonsignificant——Other211370
33T.CD4_Th22.50Nonsignificant—0.00Other12
34ILC2.innate_lymphoid_cell_22.14Nonsignificant——Other20
35MAC.microglia_like2.12Nonsignificant0.391.23Other124179
36DC.cDC22.09Nonsignificant1.000.37Other1,1891,793
37EPI.lung_club_secretory1.81Nonsignificant1.000.90Other514
38NEU.INH_PVALB1.74Nonsignificant2.19e-051.42Other193183
39FIB.lung_alveolar1.59Nonsignificant—0.97Other615
40FIB.adventitial1.59Nonsignificant9.00e-501.80Other2681,447
41EPI.thymic_cortical1.56Nonsignificant1.001.01Other442824
42GRANU.neutrophil1.54Nonsignificant0.520.95Other1,2352,649
43GRANU.MAST1.52Nonsignificant0.511.32Other56
44SCHWN.schwann_cell1.45Nonsignificant——Other733
45EPI.skin_sweat_duct_keratinocyte1.32Nonsignificant1.000.84Other146301
46EPI.alveolar_type_21.32Nonsignificant1.000.89Other8131,853
47MONO.CD161.20Nonsignificant2.06e-131.48Other1,3041,835
48THYMO.thymocyte1.13Nonsignificant——Other163495
49EPI.ectocervical_granular1.12Nonsignificant—0.61Other1123
50ASTRO.astrocyte1.11Nonsignificant——Other2281,111
51HEP.acute_phase1.09Nonsignificant1.44e-111.37Other1,4413,641
52EPI.colonic_enteroendocrine1.05Nonsignificant—0.31Other11
53NEU.EXC_NTNG10.96Nonsignificant—1.31Other00
54EPI.tracheal_basal0.96Nonsignificant1.000.90Other3981,120
55EPI.tracheal_submucosal_gland0.92Nonsignificant—0.49Other00
56EPI.tracheal_suprabasal0.91Nonsignificant1.000.84Other2956
57EPI.skin_interfollicular_spinous0.82Nonsignificant1.000.88Other260563
58MAC.MDM0.80Nonsignificant0.131.17Other623986
59T.CD4_Treg0.72Nonsignificant1.001.13e-03Other244511
60EPI.renal_intercalated_cell_type_A0.67Nonsignificant1.000.76Other67142
61NEU.EXC_SYT20.66Nonsignificant—1.09Other4077
62EPI.pancreatic_ductal_bicarbonate0.57Nonsignificant1.000.77Other131548
63MAC.LAM0.49Nonsignificant0.521.05Other9142,064
64B.age_associated0.47Nonsignificant1.000.02Other207350
65DC.cDC10.46Nonsignificant1.000.10Other55112
66FIB.hepatic_stellate_cell0.45Nonsignificant—0.14Other64252
67EPI.esophageal_basal0.45Nonsignificant1.000.70Other410
68B.germinal_center0.44Nonsignificant1.000.01Other233655
69MAC.resident_iron0.42Nonsignificant1.001.00Other1621
70ADIPO.adipocyte0.42Nonsignificant——Other2062
71FIB.skin_sheath0.40Nonsignificant1.000.82Other49118
72MONO.CD140.38Nonsignificant1.000.14Other2,2944,139
73MUSC.muscle_stem_cell0.36Nonsignificant——Other418
74PC.IgA_muocsal0.35Nonsignificant0.610.96Other1831
75EPI.skin_keratinocyte_progenitor0.32Nonsignificant—0.17Other03
76PC.IgG_systemic0.31Nonsignificant0.611.03Other4160
77FIB.skin_tenogenic0.30Nonsignificant—0.02Other108227
78EPI.skin_keratinocyte_proliferating0.28Nonsignificant1.000.69Other4776
79EPI.skin_follicular_keratinizing0.27Nonsignificant1.000.67Other3081
80HEP.canalicular_transport0.27Nonsignificant1.000.85Other1,2903,434
81MAC.kupffer0.25Nonsignificant1.000.94Other189530
82EPI.intrahepatic_cholangiocyte_transport0.24Nonsignificant—0.00Other1242
83FIB.skin_papillary0.21Nonsignificant—0.00Other00
84EPI.pancreatic_ductal_perivascular0.19Nonsignificant1.000.64Other430
85EPI.skin_sebaceous_duct_luminal0.19Nonsignificant1.000.67Other100249
86EPI.thymic_medullary0.17Nonsignificant1.000.60Other26133
87FIB.reticular0.16Nonsignificant1.000.64Other1987
88FIB.neurolectin_mucosa0.14Nonsignificant1.000.62Other133394
89EPI.pancreatic_ductal_progenitor0.14Nonsignificant1.000.64Other234873
90FIB.skin_neurosecretory0.12Nonsignificant—0.00Other00
91EPI.ileal_goblet0.12Nonsignificant1.000.67Other181432
92EPI.skin_hair_follicle_companion0.11Nonsignificant—0.00Other812
93HEP.periportal_metabolic0.11Nonsignificant1.000.50Other1,7504,427
94NEU.INH_VIP0.10Nonsignificant1.000.64Other241366
95NEU.EXC_IT0.10Nonsignificant1.000.56Other411192
96EPI.renal_distal_tubule0.09Nonsignificant1.000.68Other133361
97FIB.perivascular_interface0.09Nonsignificant1.000.46Other00
98CM.cardiomyocyte0.09Nonsignificant——Other5242,032
99EPI.gastric_foveolar0.08Nonsignificant—0.00Other00
100EPI.bile_duct_cholangiocyte0.08Nonsignificant1.000.59Other3760
101EPI.renal_intercalated_cell_type_B0.07Nonsignificant—0.00Other67
102NEU.EXC_CT0.07Nonsignificant1.000.70Other362384
103MAC.resident_repair0.06Nonsignificant1.000.58Other7961,426
104MAC.resident_cardiac0.05Nonsignificant1.000.46Other4851,074
105FIB.interstitial0.05Nonsignificant1.000.10Other288940
106FIB.transitioning0.04Nonsignificant1.000.40Other172497
107ASPC.adipose_stem_and_progenitor_cell0.04Nonsignificant——Other324930
108EPI.skin_appendage_keratinocyte0.04Nonsignificant1.000.53Other87222
109EPI.pancreatic_ductal_mucinous0.04Nonsignificant1.000.80Other219430
110MAC.alveolar0.03Nonsignificant1.000.89Other1,4323,122
111MAC.proliferating0.03Nonsignificant1.000.63Other87253
112MESO.mesothelial_cell0.02Nonsignificant——Other218
113EPI.hepatic_ductular_cholangiocyte0.02Nonsignificant1.000.50Other83243
114EPI.skin_hair_follicle_bulge0.02Nonsignificant1.000.42Other51178
115MG.microglia0.02Nonsignificant——Other490
116EPI.ileal_enterocyte_crypt0.02Nonsignificant1.000.42Other67113
117EPI.colonic_tuft0.02Nonsignificant—0.00Other724
118SMC.smooth_muscle_cell0.02Nonsignificant——Other20101
119EPI.ileal_bile_transport0.02Nonsignificant1.000.45Other6193
120FIB.barrier_purinergic0.01Nonsignificant—0.00Other13
121OPC.oligodendrocyte_precursor_cell0.01Nonsignificant——Other4131,269
122EPI.ileal_enterocyte_absorptive0.01Nonsignificant1.000.40Other118338
123EPI.renal_thick_ascending_limb0.01Nonsignificant1.000.40Other4531,153
124MEL.melanocyte0.01Nonsignificant——Other79242
125EPI.colonocyte9.82e-03Nonsignificant1.000.40Other294815
126EPI.alveolar_type_18.41e-03Nonsignificant1.000.49Other26101
127FIB.tracheal_subepithelial8.11e-03Nonsignificant—0.00Other00
128EPI.renal_proximal_tubule7.74e-03Nonsignificant1.000.42Other525806
129FIB.suburothelial7.37e-03Nonsignificant1.000.21Other122432
130PERI.pericyte5.34e-03Nonsignificant——Other1170
131EC.capillary4.49e-03Nonsignificant0.361.05Other5141,635
132EC.venous4.34e-03Nonsignificant0.341.06Other5161,387
133EPI.esophageal_suprabasal4.31e-03Nonsignificant1.000.42Other158404
134GRNLSA.granulosa_cell3.77e-03Nonsignificant——Other2570
135EPI.renal_immature_ureteric_bud2.96e-03Nonsignificant1.000.31Other217569
136FIB.barrier_secretory2.01e-03Nonsignificant1.000.34Other81228
137PLAT.platelet1.94e-03Nonsignificant—0.00Other3853
138EC.arterial1.76e-03Nonsignificant1.000.93Other356885
139CHOND.chondrocyte1.32e-03Nonsignificant——Other519730
140IPSC.induced_pluripotent_stem_cell1.30e-03Nonsignificant——Other00
141OLG.oligodendrocyte1.21e-03Nonsignificant——Other3841,397
142EPI.extrahepatic_cholangiocyte9.39e-04Nonsignificant—0.00Other3771
143EC.lymphatic9.05e-04Nonsignificant1.000.87Other630998
144EC.liver_sinusoidal8.57e-04Nonsignificant1.000.97Other1,0831,925
145EPI.renal_principal_cell7.31e-04Nonsignificant1.000.23Other207403
146HEP.pericentral_lipoprotein6.76e-04Nonsignificant—0.00Other00
147EPI.pancreatic_acinar3.27e-04Nonsignificant1.000.19Other4291,475
148EC.heart_remodeling7.80e-05Nonsignificant1.000.45Other5691,594
149EPI.intrahepatic_cholangiocyte_defense5.44e-05Nonsignificant—0.00Other813
150SKM.type_2_fast1.22e-05Nonsignificant0.111.06Other9722,639
151NEU.INH_LAMP51.93e-06Nonsignificant1.000.12Other263532
152SKM.type_1_slow1.59e-06Nonsignificant0.910.91Other9232,478

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1T.CD8_Tcm.NK_like31.09Significant3.58e-092.33Specific334581
2NK.cytokine_quiescent25.39Significant0.021.91Specific6231,062
3NK.cytokine_vascular_patrolling25.04Significant0.061.61—86394
4EPI.endocervical_secretory.secretory_translocon24.53Significant—0.67—00
5NK.adaptive_HLAE_tuned23.93Significant0.231.39—1,124189
6NK.cytokine_repair_primed23.46Significant0.311.42—26611
7NK.adaptive_axis_baseline23.34Significant0.611.13—1,008153
8NK.cytokine_axis_baseline23.26Significant0.021.60—1,172116
9NK.adaptive_classII_inhibitory23.19Significant0.061.65—880154
10NK.cytokine_biosynthetic_primed22.86Significant0.401.31—36021
11NK.adaptive_biosynthetic_primed22.71Significant0.741.07Specific244405
12NK.adaptive_immature_precursor21.03Significant0.990.89—358111
13T.CD8_Tem.TEMRA20.63Significant9.86e-042.17Specific9201,088
14T.CD8_Tem.motility_primed19.32Significant0.811.07—2694
15EPI.salivary_duct_excretory.stress18.82Significant0.022.21Specific3368
16NK.adaptive_adipose_stress18.15Significant1.000.43—37439
17T.CD8_Tem.signaling_turnover17.89Significant0.611.30Specific425683
18T.CD8_Tem.stress_adapted17.69Significant1.000.75Specific607520
19T.CD8_Tem.early_helper_like16.67Significant1.000.42Specific445755
20T.CD8_Tem.baseline15.63Significant1.000.17Specific458356
21EPI.salivary_intercalated_defense.basal_EMT15.22Significant—1.49Relevant00
22NK.cytokine_tissue_activation14.70Significant1.000.26Relevant267450
23T.CD4_cytotoxic.NK_adapted14.34Significant0.171.81—8233
24NK.adaptive_terminal_cytotoxic14.13Significant1.000.41Specific485802
25EPI.salivary_duct_excretory.baseline13.23Significant1.000.00Relevant2357
26T.CD4_cytotoxic.terminal_effector13.19Significant0.831.17—28621
27NK.cytokine_lung_immediate_early12.46Significant1.000.39—424274
28T.CD4_cytotoxic.activated12.32Significant0.930.76Relevant31
29T.CD8_transitional.effector_primed10.74Significant1.28e-062.22—435151
30DC.pDC.immature_metabolic10.57Significant0.711.05Relevant78124
31EPI.salivary_myoepithelial.contractile_repair10.49Significant—5.34e-04Relevant39
32EPI.salivary_intercalated_defense.inflammatory10.48Significant0.051.51Relevant152360
33DC.pDC.poised_migratory10.17Significant0.711.30Relevant5495
34EPI.salivary_serous_acinar.secretory_active10.05Significant9.94e-153.06—24269
35T.CD8_Tcm.gut_homing9.69Significant0.291.39—380112
36T.CD4_cytotoxic.baseline9.17Significant0.930.54—00
37DC.pDC.baseline9.02Significant0.800.55Relevant88123
38T.CD8_naive.mito_proteostasis8.92Significant7.24e-062.96Specific428100
39T.CD8_Trm.homeostatic8.88Significant2.18e-032.00—425
40EPI.skin_keratinocyte_basal.basement_anchoring8.83Significant—0.97Relevant00
41T.CD8_Trm.cytotoxic8.65Significant0.041.65Relevant16585
42T.CD4_cytotoxic.precursor8.52Significant0.930.34—15667
43NK.cytokine_tissue_resident8.28Significant1.000.07—7482
44T.CD8_transitional.Trm_primed8.21Significant0.641.07—10815
45T.gamma_delta.cytotoxic_effector8.12Significant2.38e-032.32—349109
46T.CD8_transitional.early8.07Significant0.641.01—32755
47T.CD8_Tcm.baseline7.91Significant0.690.99Relevant9089
48T.CD8_Tcm.effector_bias7.55Significant0.690.97Relevant199329
49T.CD4_Tem.cytotoxic_effector7.52Significant2.41e-042.00Specific225398
50NK.immature_bridge7.36Significant1.000.02—117122
51EPI.salivary_mucous_acinar.baseline7.19Significant——Specific394683
52EPI.skin_keratinocyte_basal.transit_amplifying7.14Significant—0.00Relevant00
53T.CD4_naive.activated_stress6.82Significant1.53e-042.67Specific339429
54T.CD8_Trm.dendritic_recruiter6.78Significant0.990.56Relevant4785
55T.gamma_delta.early_effector6.77Significant0.960.66—890
56T.CD8_Trm.muscosal_Tc176.65Significant0.731.05Relevant1938
57T.gamma_delta.central_memory6.64Significant0.960.34Relevant460919
58T.CD8_transitional.APC_like6.29Significant1.000.28—20562
59T.CD8_naive.splicing_enriched6.10Significant2.29e-032.16Specific12016
60EPI.skin_keratinocyte_basal.spinous_transition5.96Significant—0.00—00
61T.CD4_Trm.stress_adaptive5.82Significant0.371.46Other822
62T.CD8_naive.innate_like5.71Significant0.701.32Relevant101
63EPI.salivary_duct_ion_transport.baseline5.59Significant———00
64EPI.cervical_suprabasal.inflammatory_repair5.53Significant—0.73Other00
65T.CD8_Trm.inflammatory5.52Significant0.990.36Other124176
66T.CD8_naive.vesicle_secretory5.37Nominal0.990.92Other420
67T.CD8_naive.effector_transition5.30Nominal0.991.00Other3562
68T.CD4_Trm.metal_stress5.21Nominal0.371.37Other3458
69T.CD8_naive.cytokine_dampened5.15Nominal0.990.57Other714
70T.CD4_Th17.migratory5.12Nominal0.720.76Other1323
71T.CD4_Tem.long_term_memory4.97Nominal0.291.28Other314587
72T.CD4_Th17.cytotoxic4.94Nominal0.721.27Other332123
73T.CD8_naive.baseline4.92Nominal0.990.32Other1422
74T.CD4_Trm.cytotoxic_effector4.86Nominal0.721.06Other11877
75DC.mig.baseline4.81Nominal—0.00Other10
76T.CD4_Trm.baseline4.78Nominal0.371.34Other3121
77T.CD8_naive.nfkb_related4.76Nominal0.990.68Other10
78T.CD4_Th17.baseline4.74Nominal0.720.97Other515
79T.CD8_naive.lipid_synthesis4.72Nominal0.990.51Other64
80T.CD4_Trm.central_like4.59Nominal0.790.94Other3831
81T.CD4_Tcm.effector_like4.57Nominal1.37e-042.31Other293533
82EPI.lung_multiciliated.mature_motile_cilia4.52Nominal—0.49Other00
83HPC.MEP4.52Nominal0.031.68Other5991,195
84T.CD4_naive.gut_prone4.28Nominal1.15e-032.45Other3570
85DC.cDC2.pro_inflammatory4.20Nominal0.351.48Other35
86EPI.lung_club_secretory.inflammatory4.17Nominal—1.47Other00
87T.CD8_transitional.stress4.07Nominal—0.00Other2434
88EPI.pancreatic_islet.beta4.02Nominal0.221.35Other4257
89HPC.MPP_IEG3.85Nominal0.461.24Other4546
90B.naive.remodeling3.77Nominal0.321.51Other135230
91T.CD4_Tcm.baseline3.76Nominal0.451.45Other6131
92T.CD4_Th2.tissue_adapted3.75Nominal—0.97Other00
93B.naive.proteostasis3.70Nominal0.531.20Other4969
94T.CD4_naive.purinergic3.68Nominal0.331.51Other491
95DC.cDC2.migratory3.65Nominal0.351.44Other18539
96T.MAIT.migratory3.65Nominal0.062.12Other101
97T.CD4_Tcm.DC_interact3.65Nominal0.331.56Other7232
98B.memory.preactivated3.58Nominal0.271.41Other173174
99T.CD4_Trm.activated3.55Nominal0.960.66Other3226
100B.naive.purinergic3.53Nominal0.501.21Other384820
101T.CD4_Tcm.synapse_dynamics3.53Nominal0.921.15Other1510
102T.CD4_Tcm.regulatory_poised3.49Nominal0.921.07Other23
103T.CD4_Tcm.secretory3.47Nominal0.921.07Other2011
104T.MAIT.stress3.42Nominal—0.44Other00
105T.CD4_naive.survival3.41Nominal0.591.27Other1217
106T.CD4_Tem.inflammatory3.40Nominal1.000.16Other286
107T.CD4_transitional.baseline3.40Nominal0.071.78Other5997
108T.MAIT.cytotoxic3.38Nominal0.401.49Other5215
109T.CD4_Tfh.effector_migratory3.36Nominal0.551.39Other12257
110T.CD4_naive.survival_neddylation3.33Nominal0.331.50Other2638
111T.CD4_Trm.helper_like3.31Nominal0.990.29Other84147
112T.CD4_naive.neddylation_mitoprot3.30Nominal0.980.95Other9356
113B.naive.activated3.30Nominal0.501.28Other77127
114T.CD4_naive.neddylation3.27Nominal0.980.90Other104222
115B.memory.baseline3.27Nominal0.271.40Other47299
116T.CD4_naive.homeostatic3.27Nominal0.121.54Other215108
117EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal3.26Nominal—1.80Other00
118T.MAIT.quiescent3.22Nominal0.741.13Other1005
119T.CD4_Tfh.precursor_migratory3.20Nominal0.551.23Other7227
120T.CD4_naive.resist_bystander3.18Nominal0.980.67Other4025
121T.CD4_naive.survival_mitoprot3.18Nominal0.980.93Other137
122B.naive.restrained3.17Nominal1.000.83Other183353
123T.CD4_naive.mature3.17Nominal0.980.81Other211100
124T.CD4_Tcm.tissue_homing3.11Nominal0.921.02Other7846
125T.CD4_naive.mature_mitoprot3.09Nominal0.980.64Other212476
126EPI.lung_multiciliated.stress3.08Nominal—0.00Other67165
127T.CD4_Tcm.retro_ZNF1173.02Nominal1.000.73Other59
128T.CD4_Tcm.RNA_control3.02Nominal0.920.93Other964
129T.CD4_transitional.primed_cytotoxic3.01Nominal0.990.93Other2830
130EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic3.00Nonsignificant—1.08Other00
131T.CD8_Tcm.helper_like2.96Nonsignificant1.000.00Other81159
132EPI.colonic_enteroendocrine.progenitor2.95Nonsignificant—0.97Other00
133EPI.lung_multiciliated.baseline2.95Nonsignificant—0.30Other07
134T.CD4_naive.proteostasis2.93Nonsignificant0.980.55Other149
135B.naive.antigen_presenting_ready2.93Nonsignificant1.000.76Other4873
136T.CD4_Tcm.Tfh_like2.93Nonsignificant0.940.88Other102214
137T.CD4_naive.proteostasis_mitoprot2.92Nonsignificant0.980.56Other1537
138T.CD4_Tcm.migratory_cilium2.88Nonsignificant1.000.63Other510
139T.MAIT.early_activation2.86Nonsignificant0.960.65Other574
140T.MAIT.MAPK_brake2.84Nonsignificant0.960.42Other4466
141T.CD4_Tcm.APC_mimicry2.79Nonsignificant0.920.96Other5443
142T.CD4_Tcm.imprinted_splicing2.77Nonsignificant1.000.57Other617
143T.CD4_transitional.tissue_enagement2.76Nonsignificant0.990.87Other511
144THYMO.SP_CD8_transitional2.76Nonsignificant1.30e-042.16Other3275
145T.MAIT.vesicle2.76Nonsignificant0.960.32Other3765
146T.CD4_Tem.transitional_CM2.74Nonsignificant1.000.14Other3120
147THYMO.CD8aa_IELp2.73Nonsignificant—1.61Other17
148B.memory.activated2.73Nonsignificant1.000.59Other10529
149ILC2.quiescent2.72Nonsignificant—0.59Other00
150HPC.GMP_inflammatory2.72Nonsignificant0.601.05Other2010
151T.CD4_Tcm.stress2.70Nonsignificant0.920.97Other511
152EPI.salivary_myoepithelial.junctional_transport2.63Nonsignificant0.451.85Other66121
153EPI.ectocervical_granular.inflammatory2.62Nonsignificant—1.15Other00
154EPI.salivary_intercalated_defense.canonical_antimicrobial2.60Nonsignificant1.000.00Other1122
155THYMO.DP_early_stress2.60Nonsignificant—1.47Other00
156MAC.microglia_like.inflammatory_chemokine2.60Nonsignificant—0.16Other2032
157T.CD4_Tcm.crosstalk_myeloid2.55Nonsignificant1.000.25Other54
158B.naive.receptor_recycle2.53Nonsignificant1.000.34Other510
159EPI.pancreatic_islet.alpha2.50Nonsignificant—0.00Other152330
160HEP.acute_phase.inflammatory2.44Nonsignificant8.97e-031.63Other382649
161EPI.salivary_myoepithelial.activated2.42Nonsignificant0.910.72Other85281
162B.memory.migratory2.42Nonsignificant1.000.23Other123208
163MAC.microglia_like.phagocytic_redox2.38Nonsignificant—0.00Other00
164T.CD4_transitional.primed_helper_effector2.38Nonsignificant0.990.23Other1943
165EPI.pancreatic_islet.delta2.37Nonsignificant—0.13Other00
166NEU.INH_PVALB.fastspike2.36Nonsignificant—0.78Other2422
167T.CD4_Tfh.suppression_exhaustion2.33Nonsignificant0.730.73Other02
168T.CD4_Tfh.canonical_GC_helper2.30Nonsignificant0.730.94Other12
169B.naive.metabolic2.26Nonsignificant1.000.43Other5079
170B.memory.pDC_imprint2.24Nonsignificant1.000.22Other157103
171EPI.cervical_suprabasal.secretory_vesicle2.23Nonsignificant—0.00Other00
172ASPC.mesothelial_like2.21Nonsignificant0.011.45Other143486
173FIB.adventitial.inflammatory_activated2.19Nonsignificant3.14e-031.85Other100473
174NEU.INH_PVALB.neuromodulatory2.17Nonsignificant—0.55Other00
175EPI.salivary_myoepithelial.baseline2.17Nonsignificant0.970.13Other42141
176NEU.INH_PVALB.serotonergic2.13Nonsignificant—0.50Other00
177THYMO.SP_CD4_naive2.12Nonsignificant1.30e-042.08Other6575
178ILC2.migratory2.11Nonsignificant—0.00Other00
179NEU.INH_PVALB.nuclear_reg2.09Nonsignificant0.361.39Other2512
180FIB.lung_alveolar.mito_secretory2.01Nonsignificant—0.48Other00
181T.CD4_transitional.APC_interacting1.93Nonsignificant0.990.28Other1014
182DC.cDC2.monocyte_like1.92Nonsignificant1.000.65Other1,285791
183DC.cDC2.adhesion_signaling1.91Nonsignificant0.881.05Other359
184THYMO.DN_preTCR1.91Nonsignificant5.21e-062.29Other4171
185MONO.CD14.inflammatory1.90Nonsignificant0.061.46Other92134
186T.CD4_naive.Treg_like1.86Nonsignificant0.990.07Other12172
187EPI.pancreatic_ductal_bicarbonate.inflammatory1.84Nonsignificant0.281.41Other1432
188SCHWN.translation_boost1.83Nonsignificant—0.00Other81
189EPI.alveolar_type_2.baseline_surfactant1.82Nonsignificant0.091.63Other649
190ASTRO.stress_acute1.82Nonsignificant0.081.48Other6056
191FIB.adventitial.baseline1.82Nonsignificant0.151.38Other157278
192ASTRO.hypoxia_angiogenic1.80Nonsignificant0.101.52Other518
193MONO.CD16.hepatic_mac_like1.79Nonsignificant0.041.57Other803117
194EPI.skin_sweat_duct_keratinocyte.repair1.79Nonsignificant—0.38Other00
195FIB.adventitial.mito_secretory1.77Nonsignificant0.581.08Other217
196DC.cDC2.antiviral1.76Nonsignificant1.000.83Other10037
197MONO.CD16.inflammatory1.70Nonsignificant1.58e-062.07Other1,640168
198HPC.MPP_activated1.70Nonsignificant—0.00Other00
199B.naive.baseline1.69Nonsignificant1.000.10Other1013
200GRANU.neutrophil.tissue_patrolling1.67Nonsignificant—0.52Other00
201FIB.adventitial.mechano_chemo_sensing1.67Nonsignificant0.581.13Other135524
202T.CD4_Th2.precursor1.66Nonsignificant—0.00Other00
203EPI.thymic_cortical.secretory_remodeling1.62Nonsignificant—0.38Other41
204GRANU.MAST.activated_repair1.62Nonsignificant—0.24Other01
205GRANU.MAST.activated_acute1.61Nonsignificant—0.31Other00
206HPC.LMPP1.56Nonsignificant0.970.42Other6531
207EPI.ectocervical_granular.immune_interact1.55Nonsignificant—0.32Other00
208GRANU.neutrophil.antiviral_endotoxin1.55Nonsignificant—0.00Other00
209ASTRO.A1_reactive1.54Nonsignificant0.081.39Other433394
210EPI.thymic_cortical.Notch_interface1.54Nonsignificant—0.00Other82137
211EPI.thymic_cortical.baseline1.54Nonsignificant0.780.51Other185386
212ILC2.activated1.51Nonsignificant—0.00Other00
213EPI.skin_interfollicular_spinous.stress_oxidative1.49Nonsignificant—1.59Other00
214SCHWN.axon_contact_cardiac1.49Nonsignificant0.041.75Other1863
215MONO.CD14.APC_like1.44Nonsignificant2.04e-121.66Other1,6862,493
216EPI.alveolar_type_2.stress_response1.44Nonsignificant0.271.29Other6751,562
217GRANU.neutrophil.primed_degranulation1.43Nonsignificant—0.00Other00
218T.CD4_Tcm.Th2_like1.39Nonsignificant1.000.06Other2355
219EPI.lung_club_secretory.canonical_surfactant1.38Nonsignificant—0.00Other74104
220FIB.adventitial.adhesion_lipid1.37Nonsignificant0.041.67Other58209
221MONO.CD16.baseline1.35Nonsignificant0.481.16Other501
222GRANU.MAST.resting_granule1.30Nonsignificant—0.00Other00
223FIB.adventitial.complement_angiocrine1.28Nonsignificant1.000.53Other153684
224NEU.INH_PVALB.metabotropic1.23Nonsignificant—0.00Other00
225FIB.adventitial.PI16_matrix1.21Nonsignificant1.000.28Other7090
226EPI.skin_sweat_duct_keratinocyte.barrier1.21Nonsignificant—0.10Other00
227ASTRO.homeostatic1.20Nonsignificant0.431.14Other200431
228T.CD4_Treg.tissue_effector1.19Nonsignificant0.331.33Other1613
229ASTRO.immature_lipid1.19Nonsignificant0.421.22Other23113
230EPI.lung_club_secretory.ciliogenesis_primed1.18Nonsignificant—0.37Other00
231EPI.tracheal_suprabasal.secretory_immune1.16Nonsignificant—0.90Other00
232EPI.tracheal_submucosal_gland.ductal_luminal1.12Nonsignificant—0.73Other00
233EPI.tracheal_basal.activated_stress1.10Nonsignificant0.052.06Other320
234NEU.EXC_NTNG1.synaptic1.10Nonsignificant—0.67Other00
235EPI.pancreatic_ductal_bicarbonate.stress1.10Nonsignificant—1.20Other1233
236HEP.acute_phase.baseline1.09Nonsignificant0.741.10Other94619
237ASTRO.stress_mito1.07Nonsignificant0.980.86Other47110
238MAC.microglia_like.patrolling_adhesive1.07Nonsignificant—0.00Other00
239EPI.endocervical_secretory.squamous_barrier1.04Nonsignificant—0.00Other00
240EPI.skin_interfollicular_spinous.proliferative1.04Nonsignificant—1.01Other00
241FIB.lung_alveolar.stress_interacting1.02Nonsignificant—0.00Other00
242MAC.kupffer.monocyte_like1.01Nonsignificant—1.29Other00
243MAC.MDM.LAM_like0.99Nonsignificant0.661.04Other1214
244EPI.skin_sweat_duct_keratinocyte.signal_gate0.98Nonsignificant—0.00Other4326
245EPI.lung_club_secretory.ciliogenesis_axoneme0.97Nonsignificant—0.00Other00
246T.CD4_Treg.central_naive_like0.96Nonsignificant0.151.48Other33345
247THYMO.SP_CD8_naive_stress0.93Nonsignificant1.000.77Other11
248MAC.MDM.APC_dendritic0.91Nonsignificant0.661.22Other4815
249EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump0.91Nonsignificant0.751.16Other40191
250EPI.skin_interfollicular_spinous.inflammatory0.90Nonsignificant—0.00Other00
251HPC.CLP_B_primed0.90Nonsignificant—0.00Other00
252EPI.skin_interfollicular_spinous.stress_UPR0.89Nonsignificant—0.53Other00
253EPI.tracheal_basal.homeostatic_progenitor0.87Nonsignificant1.000.00Other28574
254THYMO.SP_CD8_naive0.86Nonsignificant1.000.51Other297177
255THYMO.DP_early0.86Nonsignificant1.000.42Other326313
256NEU.EXC_NTNG1.nuclear_reg0.84Nonsignificant—0.00Other00
257HPC.GMP_granulocytic0.84Nonsignificant—0.00Other33
258HEP.acute_phase.hypoxia_lipid0.84Nonsignificant—0.20Other00
259EPI.alveolar_type_2.injury_primed0.84Nonsignificant0.830.71Other434245
260HEP.acute_phase.complement_metabolic0.83Nonsignificant0.960.72Other1,4233,464
261EPI.ectocervical_granular.proliferative_basal0.83Nonsignificant—0.00Other00
262EPI.skin_interfollicular_spinous.early_differentiation0.82Nonsignificant0.860.67Other8919
263ADIPO.thermogenic0.81Nonsignificant—0.78Other00
264B.age_associated.naive_transitional0.80Nonsignificant—0.59Other00
265MONO.CD14.repair_M2_like0.79Nonsignificant0.041.36Other5501,495
266MAC.LAM.inflammatory_APC0.79Nonsignificant2.17e-041.33Other872165
267EPI.skin_keratinocyte_progenitor.quiescent_stem_like0.79Nonsignificant—1.15Other00
268EPI.renal_intercalated_cell_type_A.acid_secretion0.78Nonsignificant0.541.02Other126
269NEU.EXC_SYT2.nuclear_reg0.78Nonsignificant—0.97Other00
270NEU.INH_PVALB.chandelier0.78Nonsignificant1.000.00Other1916
271DC.cDC2.lipid_metabolic0.77Nonsignificant—0.00Other00
272EPI.skin_interfollicular_spinous.upper_lipid0.77Nonsignificant—0.05Other66
273MAC.MDM.complement_resolving0.76Nonsignificant0.661.00Other440860
274DC.cDC1.homeostatic_inhibitory0.73Nonsignificant—1.21Other00
275EPI.tracheal_submucosal_gland.acinar_serous0.73Nonsignificant—0.00Other00
276SCHWN.reactive_inflammatory0.72Nonsignificant—0.00Other00
277EPI.tracheal_suprabasal.transitional_wound0.72Nonsignificant—0.00Other161
278EPI.ectocervical_granular.secretory_apocrine0.71Nonsignificant—0.00Other00
279DC.cDC2.tolerogenic_regulatory0.69Nonsignificant1.000.05Other444
280EPI.skin_interfollicular_spinous.baseline0.69Nonsignificant0.860.45Other353
281MAC.MDM.inflammatory_phagocytic0.69Nonsignificant0.790.81Other19952
282EPI.pancreatic_ductal_bicarbonate.repair_actin_junction0.69Nonsignificant—0.59Other00
283EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling0.68Nonsignificant—1.15Other00
284MONO.CD16.patrolling0.68Nonsignificant1.000.06Other797216
285EPI.skin_interfollicular_spinous.transition_basal0.67Nonsignificant0.860.96Other100127
286B.germinal_center.LZ_survival0.65Nonsignificant—1.47Other00
287FIB.adventitial.activated_remodelling0.64Nonsignificant—0.00Other141319
288HEP.acute_phase.proliferative0.62Nonsignificant—0.00Other46
289MAC.resident_iron.APC_iron_sensing0.61Nonsignificant0.071.45Other211114
290FIB.hepatic_stellate_cell.inflammatory0.60Nonsignificant—1.15Other00
291ASTRO.neuromodulatory0.60Nonsignificant0.980.52Other34172
292HEP.acute_phase.complement_antiviral0.60Nonsignificant0.960.58Other377751
293T.CD4_Treg.Tr1_like0.59Nonsignificant—0.08Other88
294NEU.EXC_SYT2.synaptic0.58Nonsignificant—0.00Other00
295MUSC.quiescent_reservoir0.58Nonsignificant0.131.78Other28
296DC.cDC2.proliferative0.57Nonsignificant—0.00Other3971
297B.germinal_center.LZ_selection0.56Nonsignificant—0.40Other00
298B.germinal_center.LZ_memory_precursor0.55Nonsignificant—0.37Other00
299ADIPO.hypoxia_remodelling0.55Nonsignificant—0.33Other29105
300EPI.skin_keratinocyte_proliferating.early_spinous_transition0.55Nonsignificant—0.87Other135290
301EPI.pancreatic_ductal_bicarbonate.baseline0.55Nonsignificant0.990.82Other1142
302EPI.esophageal_basal.activated_progenitor0.55Nonsignificant0.101.72Other10
303MAC.kupffer.metabolic0.54Nonsignificant—0.99Other2536
304EPI.salivary_serous_acinar.quiescent0.54Nonsignificant1.000.03Other178493
305HEP.periportal_metabolic.stress_checkpoint0.52Nonsignificant0.091.30Other234786
306ASTRO.synaptic_interaction0.52Nonsignificant0.980.80Other76334
307HEP.acute_phase.stress_secretory0.52Nonsignificant0.960.64Other263
308T.CD4_Treg.APC_interactive0.50Nonsignificant1.000.14Other11828
309DC.cDC1.baseline0.49Nonsignificant—0.49Other00
310PC.IgA_muocsal.activated0.47Nonsignificant0.111.27Other178
311HEP.canalicular_transport.inflammatory0.47Nonsignificant2.78e-031.27Other1,335194
312MAC.resident_iron.heme_catabolism0.46Nonsignificant0.970.90Other3051
313PC.IgG_systemic.interacting0.46Nonsignificant0.590.97Other00
314PC.IgG_systemic.stress0.44Nonsignificant—0.67Other15
315B.age_associated.activated0.43Nonsignificant—0.05Other1822
316FIB.skin_sheath.stress_chaperone0.42Nonsignificant—0.44Other00
317MONO.CD16.platelet_bound0.42Nonsignificant1.000.10Other372508
318FIB.skin_sheath.neuro_vascular_interface0.41Nonsignificant—0.35Other00
319FIB.hepatic_stellate_cell.fibrogenic0.40Nonsignificant—0.00Other00
320EPI.skin_sebaceous_duct_luminal.immune_interface0.40Nonsignificant—1.80Other00
321ASTRO.A2_reactive0.40Nonsignificant0.980.58Other1037
322FIB.hepatic_stellate_cell.contractile0.40Nonsignificant—0.00Other00
323DC.cDC1.cross_presenting0.39Nonsignificant—0.00Other00
324THYMO.proliferative_S0.39Nonsignificant0.811.01Other163418
325EPI.thymic_medullary.proliferative_APC0.39Nonsignificant—1.20Other00
326DC.cDC1.proliferative0.39Nonsignificant—0.00Other00
327THYMO.proliferative_G2M0.39Nonsignificant—0.00Other164413
328MAC.LAM.antimicrobial0.38Nonsignificant1.000.93Other38993
329IPSC.neuroendocrine_primed0.37Nonsignificant—3.15Other00
330B.age_associated.migratory0.37Nonsignificant0.870.54Other22
331FIB.skin_sheath.ECM_immune0.35Nonsignificant—0.00Other00
332MONO.CD14.remodeling0.34Nonsignificant1.000.92Other2,373295
333B.germinal_center.DZ_S_phase0.34Nonsignificant—0.00Other00
334EPI.skin_follicular_keratinizing.root_infundibulum0.34Nonsignificant—0.46Other00
335PC.IgA_muocsal.migratory0.32Nonsignificant0.940.93Other41
336DC.cDC1.activated0.32Nonsignificant—0.00Other00
337NEU.EXC_IT.neuromodulated0.32Nonsignificant1.68e-031.55Other176116
338MUSC.activated_migratory0.31Nonsignificant0.631.31Other67
339HEP.canalicular_transport.pericentral_like_hypoxia0.31Nonsignificant1.000.95Other3268
340PC.IgA_muocsal.plasmablast0.30Nonsignificant0.651.11Other54
341FIB.skin_tenogenic.baseline0.30Nonsignificant—0.00Other02
342EPI.renal_intercalated_cell_type_A.PC_transitional0.29Nonsignificant—0.00Other203407
343PC.IgA_muocsal.baseline0.27Nonsignificant0.970.69Other35
344MAC.resident_repair.lipid_phagocytic0.27Nonsignificant0.581.20Other228604
345MUSC.baseline0.27Nonsignificant0.930.30Other00
346EPI.skin_follicular_keratinizing.upper_infundibulum0.27Nonsignificant—0.00Other82
347PC.IgG_systemic.secretory0.26Nonsignificant0.591.07Other00
348EPI.skin_hair_follicle_companion.activated_migratory0.26Nonsignificant—0.97Other00
349MONO.CD14.baseline0.25Nonsignificant1.000.55Other2,26876
350NEU.INH_VIP.matrix0.25Nonsignificant—0.85Other2477
351ASPC.signal_integrator0.25Nonsignificant—1.72Other00
352EPI.thymic_medullary.stress_APC0.25Nonsignificant0.661.03Other24
353MUSC.early_activation0.24Nonsignificant0.930.25Other432
354PC.IgG_systemic.metabolic0.22Nonsignificant0.590.95Other4663
355EPI.skin_follicular_keratinizing.transit_amplifying0.22Nonsignificant—0.00Other2149
356EPI.renal_distal_tubule.repair0.21Nonsignificant—0.90Other34102
357FIB.skin_papillary.baseline0.21Nonsignificant—0.00Other00
358MAC.kupffer.inflammatory0.21Nonsignificant—0.00Other74
359FIB.reticular.stress_metallothionein0.20Nonsignificant—0.60Other332
360EPI.pancreatic_ductal_perivascular.protective_antioxidant0.19Nonsignificant—0.00Other1169
361NEU.INH_VIP.excitatory_coupled0.19Nonsignificant—1.08Other130
362EPI.pancreatic_ductal_mucinous.proliferative_gastric_like0.19Nonsignificant—1.27Other00
363EPI.pancreatic_ductal_perivascular.baseline0.19Nonsignificant0.191.37Other15
364HEP.canalicular_transport.secretory_ERAD_UPR0.18Nonsignificant1.000.79Other23228
365EPI.skin_sebaceous_duct_luminal.detox_repair0.18Nonsignificant0.391.39Other13794
366EPI.pancreatic_ductal_bicarbonate.activated0.17Nonsignificant0.990.78Other107
367MAC.resident_cardiac.inflammatory_reparative0.17Nonsignificant0.151.42Other3196
368FIB.reticular.ECM_builder0.17Nonsignificant—0.10Other00
369ADIPO.immature0.17Nonsignificant—0.00Other2440
370FIB.neurolectin_mucosa.axon_responsive0.17Nonsignificant0.491.31Other1010
371EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.17Nonsignificant—0.00Other00
372FIB.reticular.immune_interface0.16Nonsignificant—0.03Other16
373EPI.esophageal_basal.junctional_barrier0.16Nonsignificant—0.00Other00
374MAC.alveolar.capillary_interacting0.15Nonsignificant0.361.25Other113181
375EPI.pancreatic_ductal_progenitor.baseline0.15Nonsignificant0.101.52Other179702
376EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic0.15Nonsignificant—0.19Other00
377EPI.skin_sebaceous_duct_luminal.ECM_remodelling0.15Nonsignificant0.940.27Other29
378EPI.ileal_goblet.inflammatory_mucin0.15Nonsignificant0.151.77Other69
379MAC.resident_iron.stress_tolerogenic0.15Nonsignificant—0.00Other00
380EPI.skin_hair_follicle_bulge.anagen_growth0.15Nonsignificant—1.80Other00
381FIB.reticular.stromal_niche0.14Nonsignificant0.880.43Other00
382FIB.neurolectin_mucosa.nerve_interface0.14Nonsignificant—0.09Other40
383HEP.periportal_metabolic.inflammatory_activated0.14Nonsignificant1.000.92Other7121,610
384EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro0.14Nonsignificant—0.00Other00
385EPI.ileal_goblet.stress_metallothionein0.14Nonsignificant—0.50Other411
386EPI.skin_keratinocyte_progenitor.activated_stress0.14Nonsignificant—0.00Other00
387FIB.perivascular_interface.vasomotor_tone0.14Nonsignificant—0.52Other00
388EPI.thymic_medullary.canonical_alarmin0.14Nonsignificant0.660.85Other817
389FIB.neurolectin_mucosa.remodeling_repair0.13Nonsignificant—0.00Other42
390NEU.INH_VIP.regulatory_remodeling0.13Nonsignificant—0.73Other61
391CM.anti_inflammatory0.13Nonsignificant0.061.37Other4241,503
392FIB.neurolectin_mucosa.inflammatory0.13Nonsignificant0.670.77Other52110
393CM.osmoprotection0.13Nonsignificant0.321.27Other3457
394FIB.perivascular_interface.vascular_BM_remodelling0.13Nonsignificant—0.62Other00
395CM.sarcomere_actin_interface0.13Nonsignificant0.121.30Other45078
396EPI.pancreatic_ductal_bicarbonate.junctional_remodel0.13Nonsignificant—0.00Other49237
397EPI.skin_sweat_duct_keratinocyte.proliferative_S0.13Nonsignificant—0.00Other00
398EPI.renal_distal_tubule.stress0.13Nonsignificant—0.33Other00
399NEU.INH_VIP.opioid0.13Nonsignificant—0.63Other509
400MAC.resident_iron.redox_metabolic0.13Nonsignificant0.970.45Other44
401FIB.skin_neurosecretory.baseline0.12Nonsignificant—0.00Other00
402HEP.canalicular_transport.baseline0.12Nonsignificant1.000.74Other199477
403EPI.bile_duct_cholangiocyte.secretory_mucin0.12Nonsignificant—0.76Other712
404NEU.EXC_CT.projector0.12Nonsignificant0.131.22Other8726
405MAC.resident_repair.antigen_presenting0.12Nonsignificant0.581.18Other244113
406NEU.EXC_IT.structural0.12Nonsignificant0.601.08Other17141
407FIB.interstitial.mesenchymal_regulator0.12Nonsignificant0.441.14Other44
408CM.mito_proteostasis0.11Nonsignificant0.421.15Other32929
409MEL.dedifferentiated_migratory0.11Nonsignificant—0.25Other00
410EPI.ileal_goblet.baseline0.11Nonsignificant0.790.57Other162
411MAC.resident_cardiac.antigen_presenting0.11Nonsignificant0.151.41Other5227
412MAC.resident_iron.heme_recycling0.11Nonsignificant—0.00Other3037
413EPI.pancreatic_ductal_progenitor.ciliated_transport0.11Nonsignificant—0.00Other105368
414HEP.canalicular_transport.ductular_like_transition0.11Nonsignificant1.000.60Other40087
415MONO.CD14.platelet_bound0.10Nonsignificant1.000.30Other964176
416EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo0.10Nonsignificant—0.00Other00
417MAC.LAM.lipid_opsonization0.10Nonsignificant1.000.63Other4514
418HEP.periportal_metabolic.acute_phase_barrier0.10Nonsignificant1.000.87Other533138
419MONO.CD14.cord_tolerance0.10Nonsignificant1.000.48Other864753
420MESO.secretory_structural0.10Nonsignificant—0.86Other00
421NEU.EXC_IT.callosal0.09Nonsignificant0.810.93Other286119
422EPI.hepatic_ductular_cholangiocyte.stress0.09Nonsignificant—1.01Other00
423FIB.interstitial.remodeling0.09Nonsignificant0.441.07Other319
424MAC.LAM.anti_inflammatory0.08Nonsignificant1.000.58Other86132
425NEU.INH_VIP.canonical_disinhibitory0.08Nonsignificant0.740.78Other5938
426EPI.gastric_foveolar.baseline0.08Nonsignificant—0.00Other00
427CM.oxidative_phospho0.08Nonsignificant0.691.04Other266792
428EPI.renal_intercalated_cell_type_B.baseline0.07Nonsignificant—0.00Other31
429CM.translation_boost_RPL0.07Nonsignificant0.421.15Other1291
430NEU.INH_VIP.enkephalinergic0.07Nonsignificant—0.04Other00
431EPI.colonocyte.distal_absorptive0.07Nonsignificant—1.79Other00
432NEU.EXC_IT.guidance0.07Nonsignificant0.810.94Other27463
433EPI.skin_keratinocyte_proliferating.anchor_remodel0.07Nonsignificant—0.00Other00
434CM.mechano_activated0.07Nonsignificant1.000.78Other205134
435NEU.INH_VIP.serotonergic0.07Nonsignificant—0.00Other92
436ASPC.niche_keeping_progenitor0.07Nonsignificant0.701.14Other52219
437FIB.transitioning.ISG_primed_interface0.07Nonsignificant—0.66Other1780
438MAC.proliferating.stress0.07Nonsignificant—0.65Other87136
439HEP.periportal_metabolic.xenobiotic_detox0.07Nonsignificant0.801.08Other1,440139
440CM.baseline0.06Nonsignificant1.000.68Other3930
441EPI.skin_hair_follicle_companion.bulge_anchor_signaling0.06Nonsignificant—0.00Other00
442HEP.periportal_metabolic.canonical_urea_cycle0.06Nonsignificant1.000.99Other1,464269
443B.germinal_center.DZ_M_phase0.06Nonsignificant—0.00Other00
444EPI.ileal_enterocyte_crypt.bile_transport0.06Nonsignificant0.031.43Other20
445EPI.hepatic_ductular_cholangiocyte.polarity0.06Nonsignificant—0.95Other00
446EPI.skin_appendage_keratinocyte.ductal_immune_interacting0.06Nonsignificant0.391.21Other716
447NEU.EXC_CT.remodeling0.06Nonsignificant—0.00Other231
448FIB.interstitial.stress_secretory0.05Nonsignificant0.321.25Other9256
449EPI.renal_thick_ascending_limb.cation_flux0.05Nonsignificant0.771.18Other5795
450FIB.interstitial.immune_interact0.05Nonsignificant0.801.00Other121
451EPI.alveolar_type_1.activated0.05Nonsignificant—1.64Other00
452HEP.canalicular_transport.injury_stress0.05Nonsignificant1.000.51Other28924
453EPI.hepatic_ductular_cholangiocyte.acute_phase_complement0.05Nonsignificant—0.54Other00
454NEU.EXC_IT.transitional0.04Nonsignificant0.021.40Other237142
455EPI.skin_appendage_keratinocyte.ductal_barrier_detox0.04Nonsignificant0.391.08Other3334
456EPI.thymic_medullary.hormone_xeno_barrier0.04Nonsignificant—0.00Other08
457EPI.ileal_goblet.immature0.04Nonsignificant—0.00Other00
458EPI.pancreatic_ductal_progenitor.ADM_like0.04Nonsignificant—0.00Other00
459MAC.kupffer.stress0.04Nonsignificant0.950.57Other93
460EC.capillary.angiogenic_tip0.04Nonsignificant0.321.25Other186218
461FIB.transitioning.matrix_stress0.04Nonsignificant—0.15Other47138
462EPI.bile_duct_cholangiocyte.inflammatory_APC0.04Nonsignificant—0.00Other20
463HEP.periportal_metabolic.stress_chaperone0.03Nonsignificant—0.00Other66128
464MG.phagocytic_APC0.03Nonsignificant0.541.30Other258
465NEU.EXC_CT.Ca2_signaling0.03Nonsignificant—0.00Other6817
466EPI.salivary_serous_acinar.seromucous_like0.03Nonsignificant—0.00Other00
467CM.contractile_oxphos0.03Nonsignificant1.000.48Other619
468EPI.colonic_enteroendocrine.Lcell_peptide0.03Nonsignificant—0.00Other00
469NEU.INH_VIP.nuclear_reg0.03Nonsignificant—0.00Other204
470OPC.premyelinating0.03Nonsignificant0.021.30Other18512
471MAC.resident_repair.stress_iron0.03Nonsignificant0.990.95Other4897
472EPI.ileal_bile_transport.detox_transcytosis0.03Nonsignificant—0.72Other01
473ASPC.inflammatory0.03Nonsignificant0.701.19Other2161
474FIB.transitioning.secretory_procollagen0.03Nonsignificant—0.00Other00
475EPI.esophageal_suprabasal.basal_transitional0.03Nonsignificant0.241.30Other4467
476MAC.resident_repair.chemokine_angiocrine0.02Nonsignificant0.990.70Other87138
477EPI.skin_sweat_duct_keratinocyte.proliferative_G2M0.02Nonsignificant—0.00Other00
478MESO.baseline0.02Nonsignificant0.361.19Other06
479FIB.perivascular_interface.lipid_shuttle0.02Nonsignificant—0.00Other51170
480EPI.colonic_tuft.homeostatic0.02Nonsignificant—0.00Other00
481CM.translation_boost_RPS0.02Nonsignificant1.000.26Other6916
482EPI.colonocyte.proximal_transport0.02Nonsignificant1.001.08Other2412
483MAC.resident_cardiac.phagocytic_homeostasis0.02Nonsignificant1.000.25Other5641,221
484SMC.metabolic0.02Nonsignificant0.561.15Other1440
485FIB.transitioning.motility_remodelling0.02Nonsignificant—0.00Other00
486FIB.barrier_purinergic.lipid_secretory0.02Nonsignificant—0.48Other00
487MAC.alveolar.stress_metabolic0.02Nonsignificant0.811.08Other116148
488EPI.colonic_tuft.activated0.02Nonsignificant—0.00Other00
489MAC.LAM.lipid_phagocytosis0.02Nonsignificant1.000.51Other369328
490EPI.ileal_enterocyte_absorptive.villus_tip0.02Nonsignificant0.211.32Other43
491FIB.interstitial.mesenchymal_APC0.02Nonsignificant1.000.85Other8133
492HEP.canalicular_transport.sterol_lipid_biosynthesis0.02Nonsignificant—0.00Other1020
493SMC.activated0.02Nonsignificant0.581.06Other25
494EC.capillary.activated0.02Nonsignificant0.321.32Other25
495ASPC.adipocyte_capillary_interface0.02Nonsignificant0.960.97Other2154
496EPI.skin_hair_follicle_companion.gap_junction_contractile0.02Nonsignificant—0.00Other00
497MG.baseline0.02Nonsignificant0.631.07Other165
498NEU.INH_VIP.cannabinoid0.02Nonsignificant—0.00Other00
499ASPC.preadipocyte_lipid_primed0.02Nonsignificant0.960.88Other331129
500ASPC.activated0.02Nonsignificant0.960.84Other164162
501MG.expanding0.02Nonsignificant0.630.86Other21
502FIB.suburothelial.urothelial_interface0.02Nonsignificant0.281.32Other98
503HEP.periportal_metabolic.urea_onecarbon_secretory0.01Nonsignificant1.000.65Other1,3323,053
504PERI.baseline0.01Nonsignificant0.061.25Other3966
505EPI.ileal_enterocyte_crypt.proliferative_G2M0.01Nonsignificant—0.00Other1954
506MAC.kupffer.fibrogenic0.01Nonsignificant—0.00Other00
507SMC.contractile0.01Nonsignificant0.770.88Other80588
508EC.venous.adipose_lipid0.01Nonsignificant0.091.23Other254476
509EPI.ileal_enterocyte_crypt.secretory_precursor0.01Nonsignificant—0.20Other00
510EPI.ileal_bile_transport.absorptive_xenobiotic0.01Nonsignificant0.930.23Other1112
511EPI.hepatic_ductular_cholangiocyte.secretory_transport0.01Nonsignificant—0.32Other00
512EPI.skin_appendage_keratinocyte.transit_amplifying0.01Nonsignificant—0.00Other109358
513IPSC.endoderm_primed0.01Nonsignificant0.471.17Other00
514ASPC.secretory0.01Nonsignificant0.960.78Other765
515EPI.ileal_enterocyte_crypt.baseline0.01Nonsignificant0.920.77Other116
516EPI.skin_hair_follicle_bulge.quiescent1.00e-02Nonsignificant0.880.51Other5669
517ASPC.baseline9.90e-03Nonsignificant0.960.85Other363170
518EPI.renal_distal_tubule.ciliated_remodelling9.82e-03Nonsignificant—0.13Other00
519EPI.ileal_enterocyte_crypt.villus_transition9.71e-03Nonsignificant—0.31Other710
520EPI.colonocyte.goblet_interface9.69e-03Nonsignificant—0.50Other1121
521MAC.resident_repair.ECM_stromal_crosstalk9.46e-03Nonsignificant0.990.57Other95158
522MESO.activated_migratory9.30e-03Nonsignificant—0.10Other00
523EPI.renal_proximal_tubule.onecarbon_peroxisome9.30e-03Nonsignificant0.451.34Other5889
524OPC.proliferative_immune_interact9.03e-03Nonsignificant1.000.85Other180373
525PERI.inflammatory8.98e-03Nonsignificant0.061.21Other4077
526EPI.renal_thick_ascending_limb.salt_sensing8.91e-03Nonsignificant0.950.98Other73103
527MEL.neurotrophic_migratory8.71e-03Nonsignificant—1.35Other00
528FIB.tracheal_subepithelial.baseline8.11e-03Nonsignificant—0.00Other00
529ASPC.remodeling7.99e-03Nonsignificant0.960.93Other106354
530FIB.suburothelial.inflammatory_prostanoid7.40e-03Nonsignificant—0.54Other00
531EPI.skin_hair_follicle_bulge.niche_crosstalk7.30e-03Nonsignificant—0.00Other2988
532GRNLSA.cholesterol_mevalonate7.24e-03Nonsignificant0.601.19Other94
533GRNLSA.chemokine_mechanosensory7.21e-03Nonsignificant0.601.16Other10
534EPI.ileal_enterocyte_absorptive.brush_border7.18e-03Nonsignificant0.640.91Other5801,717
535EPI.colonocyte.crypt_progenitor7.14e-03Nonsignificant1.000.95Other115265
536MAC.alveolar.inflammatory7.06e-03Nonsignificant0.900.95Other208312
537EC.liver_sinusoidal.prostanoid6.92e-03Nonsignificant—0.86Other1164
538EPI.renal_proximal_tubule.detox_antioxidant6.60e-03Nonsignificant0.920.37Other39477
539ASPC.proliferative6.45e-03Nonsignificant0.960.99Other3385
540EC.lymphatic.valve6.06e-03Nonsignificant—1.70Other00
541EPI.colonocyte.secretory_boost5.66e-03Nonsignificant1.000.92Other9891
542FIB.barrier_purinergic.stress_GF_binding5.62e-03Nonsignificant—0.00Other00
543GRNLSA.lipid_hypoxia5.48e-03Nonsignificant0.601.06Other280
544MAC.proliferating.DNA_replication5.18e-03Nonsignificant0.970.53Other36
545MESO.antiviral5.18e-03Nonsignificant—0.00Other38
546MAC.kupffer.tolerogenic5.13e-03Nonsignificant—0.00Other4549
547EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion5.11e-03Nonsignificant—0.00Other53
548GRNLSA.stress_metabolic4.99e-03Nonsignificant—0.66Other12
549FIB.interstitial.lipid_matrix4.92e-03Nonsignificant1.000.58Other258191
550EPI.renal_immature_ureteric_bud.defense_secretory4.81e-03Nonsignificant0.561.24Other4576
551EC.venous.baseline4.75e-03Nonsignificant0.131.08Other346807
552EPI.pancreatic_ductal_bicarbonate.barrier_mucin4.30e-03Nonsignificant1.000.09Other219533
553EPI.skin_keratinocyte_proliferating.detox_repair4.25e-03Nonsignificant—0.00Other00
554NEU.INH_VIP.LAMP5_hybrid4.09e-03Nonsignificant—0.00Other19
555EC.capillary.stress3.97e-03Nonsignificant1.001.04Other4436
556FIB.barrier_secretory.homeostasis3.46e-03Nonsignificant—0.43Other00
557EC.arterial.arteriole_interface3.36e-03Nonsignificant0.291.17Other3112
558FIB.suburothelial.contractile_myofibroblast3.24e-03Nonsignificant—0.00Other90
559PLAT.adhesion3.07e-03Nonsignificant—0.48Other00
560EC.capillary.migratory3.03e-03Nonsignificant1.001.01Other181509
561EC.arterial.homeostatic2.83e-03Nonsignificant0.291.16Other243
562EC.capillary.inflammatory2.81e-03Nonsignificant1.000.93Other2751
563HEP.periportal_metabolic.apolipoprotein_secretory2.73e-03Nonsignificant1.000.59Other43110
564EPI.renal_thick_ascending_limb.canonical_salt_transporter2.69e-03Nonsignificant0.911.06Other322317
565EPI.ileal_enterocyte_crypt.proliferative_S2.65e-03Nonsignificant0.920.55Other42
566EC.capillary.baseline2.64e-03Nonsignificant1.000.93Other246560
567GRNLSA.EMT_insulin_signaling2.61e-03Nonsignificant0.701.00Other4784
568CHOND.activated_fibro_like2.55e-03Nonsignificant0.121.14Other531188
569OLG.myelinating_mature2.39e-03Nonsignificant0.321.07Other36394
570EPI.renal_immature_ureteric_bud.osmoprotective2.32e-03Nonsignificant0.670.93Other12644
571MEL.secretory_quiescent2.31e-03Nonsignificant0.991.01Other1913
572IPSC.canonical_pluripotent2.27e-03Nonsignificant1.001.02Other00
573IPSC.mesodermal_primed2.23e-03Nonsignificant1.001.05Other00
574EC.venous.activated2.23e-03Nonsignificant0.900.94Other247752
575EC.arterial.elastic2.20e-03Nonsignificant0.761.02Other2245
576IPSC.stress2.19e-03Nonsignificant0.421.12Other00
577EC.lymphatic.baseline2.06e-03Nonsignificant0.441.36Other3872
578PERI.angiocrine2.03e-03Nonsignificant1.000.67Other93102
579MAC.alveolar.lipid_autophagy2.02e-03Nonsignificant—0.00Other3544
580OPC.homeostatic1.88e-03Nonsignificant1.000.61Other394160
581EC.arterial.inflammatory1.84e-03Nonsignificant0.291.19Other6350
582OLG.stress1.82e-03Nonsignificant0.241.13Other2328
583EPI.extrahepatic_cholangiocyte.mucin_secretory1.82e-03Nonsignificant—0.73Other00
584GRNLSA.proliferative_migratory1.81e-03Nonsignificant0.601.09Other248292
585NEU.INH_VIP.develop_niche1.72e-03Nonsignificant—0.00Other00
586EPI.renal_principal_cell.canonical_vasopressin1.71e-03Nonsignificant0.551.24Other20
587CHOND.angiogenic1.69e-03Nonsignificant—1.37Other00
588EPI.hepatic_ductular_cholangiocyte.barrier_chemokine1.67e-03Nonsignificant—0.00Other69
589EPI.alveolar_type_1.baseline1.45e-03Nonsignificant1.000.00Other80
590EPI.renal_principal_cell.intercalated_like1.41e-03Nonsignificant0.551.26Other6366
591EC.venous.cardiac_structural1.38e-03Nonsignificant0.901.03Other102229
592EC.arterial.arteriole_gas_exchange1.36e-03Nonsignificant0.761.00Other238131
593EPI.pancreatic_acinar.stress1.30e-03Nonsignificant0.721.19Other2828
594EC.arterial.ion_pump1.29e-03Nonsignificant0.760.93Other32
595EPI.renal_thick_ascending_limb.barrier_repair1.20e-03Nonsignificant0.950.85Other141284
596EPI.renal_thick_ascending_limb.remodeling1.19e-03Nonsignificant0.950.75Other15292
597EPI.skin_appendage_keratinocyte.sebaceous_apocrine1.08e-03Nonsignificant—0.00Other3982
598EPI.pancreatic_ductal_mucinous.mucin_rich_barrier1.07e-03Nonsignificant0.660.94Other4491,034
599IPSC.neural_primed1.05e-03Nonsignificant1.000.99Other00
600FIB.suburothelial.homeostasis_matrix9.77e-04Nonsignificant0.990.20Other258921
601GRNLSA.secretory_remodeling9.35e-04Nonsignificant0.930.69Other9025
602HEP.pericentral_lipoprotein.ApoB_coagulation9.32e-04Nonsignificant—0.67Other00
603ASPC.stem_like_progenitor9.01e-04Nonsignificant0.960.84Other300842
604CHOND.pro_inflammatory8.51e-04Nonsignificant0.791.01Other181351
605EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit8.31e-04Nonsignificant—0.43Other00
606EC.venous.quiescent_homeostatic8.24e-04Nonsignificant0.900.94Other456360
607PERI.cardiac_skeletal7.97e-04Nonsignificant1.000.21Other313630
608OLG.regulatory_activated7.67e-04Nonsignificant0.241.20Other196614
609IPSC.midbrain_primed7.48e-04Nonsignificant1.000.99Other00
610EPI.intrahepatic_cholangiocyte_transport.mucin_secretory6.49e-04Nonsignificant—0.00Other00
611MESO.activated_stress6.44e-04Nonsignificant—0.00Other00
612EPI.pancreatic_acinar.inflammatory_regenerative6.09e-04Nonsignificant0.721.22Other25113
613EC.arterial.mito_contact5.18e-04Nonsignificant0.760.94Other145
614OLG.myelinating_stress5.18e-04Nonsignificant1.000.95Other23262
615EC.arterial.metabolic5.17e-04Nonsignificant0.910.83Other195159
616EPI.colonocyte.ionocyte_BEST45.15e-04Nonsignificant1.000.49Other103188
617EPI.pancreatic_acinar.metabolic_onecarbon4.62e-04Nonsignificant0.951.06Other287328
618EC.capillary.postcap_venule4.62e-04Nonsignificant1.000.73Other355261
619EC.lymphatic.activated4.43e-04Nonsignificant0.770.97Other4773
620EC.heart_remodeling.activated_acute4.22e-04Nonsignificant0.041.38Other102186
621HEP.pericentral_lipoprotein.UPR_redox4.14e-04Nonsignificant—0.00Other00
622GRNLSA.p53_damage3.77e-04Nonsignificant—0.00Other1310
623EC.lymphatic.scavenger3.42e-04Nonsignificant0.771.03Other203257
624EC.liver_sinusoidal.stress3.39e-04Nonsignificant—0.00Other413158
625EPI.esophageal_suprabasal.differentiating_keratin3.24e-04Nonsignificant0.990.63Other13161
626EPI.renal_principal_cell.injury_repair3.12e-04Nonsignificant0.931.00Other269
627EC.capillary.angiocrine2.77e-04Nonsignificant1.000.57Other250630
628MEL.stress_glucocorticoid2.27e-04Nonsignificant0.990.89Other1134
629IPSC.mesendo_primed2.19e-04Nonsignificant1.000.98Other00
630MAC.LAM.perivascular_angiocrine2.14e-04Nonsignificant—0.00Other53138
631CHOND.articular_collagen2.09e-04Nonsignificant0.930.81Other551266
632EC.liver_sinusoidal.secretory_lipoprotein2.04e-04Nonsignificant0.791.08Other12070
633EC.arterial.angiogenic_tip2.03e-04Nonsignificant—0.00Other3037
634EPI.renal_distal_tubule.ion_transport1.83e-04Nonsignificant—0.00Other00
635EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate1.81e-04Nonsignificant—0.00Other00
636EC.liver_sinusoidal.hypoxia_metabolic1.64e-04Nonsignificant0.860.69Other183107
637EPI.renal_principal_cell.inflammatory1.59e-04Nonsignificant0.930.73Other74157
638OLG.regulatory1.59e-04Nonsignificant1.000.78Other35373
639EPI.colonocyte.junction_remodeling1.29e-04Nonsignificant1.000.13Other218305
640EPI.renal_principal_cell.activated_acute1.15e-04Nonsignificant0.930.59Other2959
641EPI.intrahepatic_cholangiocyte_defense.raft_maturation1.12e-04Nonsignificant—0.00Other00
642CHOND.remodeling9.84e-05Nonsignificant—0.00Other50
643EC.heart_remodeling.remodeling_secretory9.11e-05Nonsignificant0.381.12Other6051,341
644OLG.vesicle_trafficking7.41e-05Nonsignificant1.000.81Other12410
645EC.heart_remodeling.capillary_metabolic6.44e-05Nonsignificant0.381.20Other54414
646EC.heart_remodeling.remodeling_stalk5.99e-05Nonsignificant0.791.00Other33111
647GRNLSA.angiocrine_mechanosensory4.92e-05Nonsignificant—0.00Other00
648MEL.mature_oxidative_traffic4.50e-05Nonsignificant0.990.37Other247285
649EPI.esophageal_suprabasal.proliferative_S4.30e-05Nonsignificant—0.00Other2641
650EC.heart_remodeling.angiocrine4.24e-05Nonsignificant0.920.86Other182525
651EC.heart_remodeling.perivascular3.95e-05Nonsignificant0.880.93Other124408
652EC.liver_sinusoidal.remodeling_lipotoxicity3.71e-05Nonsignificant—0.00Other9058
653EC.lymphatic.tip_migratory3.50e-05Nonsignificant1.000.14Other2337
654EPI.esophageal_suprabasal.proliferative_exit3.02e-05Nonsignificant—0.13Other00
655EPI.pancreatic_acinar.quiet_dedifferentiation2.40e-05Nonsignificant0.950.88Other142171
656EPI.pancreatic_ductal_mucinous.remodeling_channel_rich2.19e-05Nonsignificant—0.10Other00
657IPSC.mesenchymal_primed2.14e-05Nonsignificant1.000.86Other00
658SKM.type_2_fast.oxidative_IIa1.86e-05Nonsignificant0.041.07Other94656
659ADIPO.inflammatory1.15e-05Nonsignificant—0.00Other00
660EPI.pancreatic_acinar.adhesion_remodeling1.12e-05Nonsignificant0.950.77Other210784
661EC.heart_remodeling.translation_boost1.06e-05Nonsignificant—0.00Other00
662FIB.barrier_secretory.remodeling9.72e-06Nonsignificant—0.00Other00
663EPI.pancreatic_acinar.baseline9.45e-06Nonsignificant0.950.74Other274163
664EPI.esophageal_suprabasal.proliferative_G2M7.96e-06Nonsignificant—0.00Other00
665NEU.INH_LAMP5.projecting6.38e-06Nonsignificant—1.16Other00
666MAC.alveolar.biosynthetic_sterol_heme6.10e-06Nonsignificant0.990.49Other34740
667CM.inflammatory5.32e-06Nonsignificant—0.00Other00
668SKM.type_1_slow.glycolytic4.58e-06Nonsignificant0.131.22Other362647
669EPI.intrahepatic_cholangiocyte_defense.secretory_barrier3.81e-06Nonsignificant—0.00Other00
670EC.liver_sinusoidal.inflammatory3.63e-06Nonsignificant—0.00Other223154
671EC.venous.remodeling_stalk3.29e-06Nonsignificant1.000.13Other559566
672EPI.hepatic_ductular_cholangiocyte.ion_transport3.19e-06Nonsignificant—0.00Other00
673NEU.EXC_IT.adhesion2.69e-06Nonsignificant1.000.06Other252108
674PLAT.megakaryocytic1.53e-06Nonsignificant—0.00Other00
675SKM.type_2_fast.glycolytic_IIx_IIb1.50e-06Nonsignificant0.850.96Other5651,482
676NEU.INH_LAMP5.exc_inh_balance1.44e-06Nonsignificant—0.16Other462
677IPSC.axial_identity_primed1.41e-06Nonsignificant1.000.71Other00
678SKM.type_1_slow.oxidative1.02e-06Nonsignificant0.990.89Other802251
679MAC.alveolar.scavenging_endocytic9.58e-07Nonsignificant—0.00Other140283
680OLG.reactive_repair7.33e-07Nonsignificant1.000.13Other385385
681IPSC.stromal_primed5.68e-07Nonsignificant1.000.64Other00
682SKM.type_1_slow.contractile4.96e-07Nonsignificant0.990.69Other5968
683NEU.EXC_CT.Ca2_sensor4.90e-07Nonsignificant—0.00Other00
684EPI.extrahepatic_cholangiocyte.barrier_interface2.64e-07Nonsignificant—0.00Other00
685NEU.INH_LAMP5.rosehip2.22e-07Nonsignificant—0.00Other00
686EPI.renal_distal_tubule.immune_modulatory1.25e-07Nonsignificant—0.00Other00
687IPSC.proliferative4.96e-08Nonsignificant1.000.42Other00
688NEU.INH_LAMP5.glial_interface1.76e-08Nonsignificant—0.00Other00

Associated genes: best evidence per gene

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

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

121 unique genes. Showing 1–121. 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)
ORMDL301-High0.709.74G1C1——T.CD8_Tcm.gut_homing (L2), T.CD8_naive.nfkb_related (L2)86187
IKZF301-High0.607.39G1C1—T.CD4_cytotoxic (Tier: specific)
T.CD8_Tcm (Tier: specific)
T.CD8_Tem (Tier: specific)
NK.adaptive_biosynthetic_primed (Tier: specific)
T.CD4_naive.activated_stress (Tier: specific)
T.CD4_Tem.cytotoxic_effector (Tier: specific)
T.CD8_Tem.baseline (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD8_Tem.signaling_turnover (Tier: specific)
NK.cytokine_tissue_activation (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_Tcm.baseline (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
T.CD8_Trm.dendritic_recruiter (Tier: relevant)
T.CD8_Trm.muscosal_Tc17 (Tier: relevant)
89 cells — complete matches83204
HLA-C01-High0.586.87G1C1EPI.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)
T.CD8_transitional (Tier: specific)
T.gamma_delta (Tier: specific)
NK.adaptive_biosynthetic_primed (Tier: specific)
NK.adaptive_terminal_cytotoxic (Tier: specific)
T.CD4_Tem.cytotoxic_effector (Tier: specific)
T.CD8_Tem.baseline (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD8_Tem.signaling_turnover (Tier: specific)
T.CD8_Tem.stress_adapted (Tier: specific)
T.CD8_Tem.TEMRA (Tier: specific)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
T.gamma_delta.central_memory (Tier: relevant)
76 cells — complete matches7381,070
LINC0024301-High0.572.13G1C1—T.CD4_cytotoxic (Tier: specific)
T.CD8_Tcm (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_naive.splicing_enriched (Tier: specific)
T.CD8_Tcm.NK_like (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD8_Tem.signaling_turnover (Tier: specific)
T.CD8_Tem.stress_adapted (Tier: specific)
T.CD8_naive.innate_like (Tier: relevant)
T.CD8_Tcm.baseline (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
78 cells — complete matches192416
BRD201-High0.546.67G1C1EPI.colonic_tuft.activated (L2), T.CD4_Trm.activated (L2)—13 cells — complete matches256441
GSDMA01-High0.527.48G1C1—T.CD8_Tem.signaling_turnover (Tier: specific)
T.CD8_Trm.dendritic_recruiter (Tier: relevant)
14 cells — complete matches119265
HLA-E01-High0.481.25G1C1EPI.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)—37 cells — complete matches193384
HLA-DQB102-Medium0.7120.16G1C2MONO.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)DC.pDC (Tier: specific)
T.CD8_transitional (Tier: specific)
T.CD4_Tem.cytotoxic_effector (Tier: specific)
EPI.skin_keratinocyte_basal (Tier: relevant)
DC.pDC.baseline (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
133 cells — complete matches7031,314
ENSG0000030302902-Medium0.6414.49G1C2———234380
HLA-DRA02-Medium0.6214.57G1C2B_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)DC.pDC (Tier: specific)
T.CD8_transitional (Tier: specific)
T.CD4_Tem.cytotoxic_effector (Tier: specific)
EPI.skin_keratinocyte_basal (Tier: relevant)
DC.pDC.baseline (Tier: relevant)
DC.pDC.immature_metabolic (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
194 cells — complete matches6931,237
AIF102-Medium0.6114.44G1C2IPSC.mesodermal_primed (L2), T.CD4_Tcm.stress (L2)T.CD8_Tcm (Tier: specific)
T.CD4_naive.activated_stress (Tier: specific)
T.CD8_naive.splicing_enriched (Tier: specific)
T.CD8_naive.innate_like (Tier: relevant)
T.CD8_Tcm.baseline (Tier: relevant)
118 cells — complete matches433801
ENSG0000029974702-Medium0.5918.05G1C2———346745
ENSG0000030973302-Medium0.5514.27G1C2———468929
ENSG0000028904702-Medium0.556.12G1C2———248377
MIEN102-Medium0.5410.73G2C1——FIB.perivascular_interface (L1S), EC.lymphatic.valve (L2)1449
DDX39B02-Medium0.5212.05G1C2———112383
ENSG0000030299402-Medium0.5118.73G1C2———354697
ENSG0000028955902-Medium0.517.72G1C2———131232
ENSG0000029976902-Medium0.5019.70G2C2———333727
ERBB202-Medium0.5011.21G1C2HEP.periportal_metabolic.urea_onecarbon_secretory (L2)T.CD8_Tem.TEMRA (Tier: specific)6 cells — complete matches2672
HLA-DQA102-Medium0.4915.45G1C2EPI.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)DC.pDC (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_transitional (Tier: specific)
T.CD4_Tem.cytotoxic_effector (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
DC.pDC.immature_metabolic (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
159 cells — complete matches6081,232
TCAP02-Medium0.4910.03G1C2CM.contractile_oxphos (L2)—38 cells — complete matches2879
HCG2702-Medium0.497.36G1C2—T.CD8_Tem.baseline (Tier: specific)
T.CD8_Tem.stress_adapted (Tier: specific)
DC.pDC.baseline (Tier: relevant)
T.CD8_Trm.muscosal_Tc17 (Tier: relevant)
37 cells — complete matches119287
HLA-DOB02-Medium0.4910.53G2C2—EPI.endocervical_secretory (Tier: relevant)64 cells — complete matches135235
MIR472802-Medium0.489.81G1C2———2671
GSDMB02-Medium0.4810.68G1C2—NK.adaptive_terminal_cytotoxic (Tier: specific)
T.CD8_Tcm.NK_like (Tier: specific)
T.CD8_Tem.baseline (Tier: specific)
T.CD8_Tem.TEMRA (Tier: specific)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_naive.innate_like (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
41 cells — complete matches55110
PPP1R1B02-Medium0.4810.28G1C2EPI.renal_thick_ascending_limb.cation_flux (L2), EPI.tracheal_submucosal_gland.acinar_serous (L2)EPI.salivary_mucous_acinar (Tier: specific)
EPI.salivary_serous_acinar (Tier: specific)
EPI.salivary_mucous_acinar.baseline (Tier: specific)
EPI.salivary_intercalated_defense.inflammatory (Tier: relevant)
47 cells — complete matches1857
ENSG0000026496802-Medium0.489.50G1C2———917
LRRC3C02-Medium0.489.50G1C2——13 cells — complete matches917
ENSG0000030792302-Medium0.4815.50G2C2———371796
SH2B302-Medium0.484.79G1C2—DC.pDC (Tier: specific)
DC.pDC.baseline (Tier: relevant)
DC.pDC.immature_metabolic (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
47 cells — complete matches316770
BAG602-Medium0.488.40G2C1——MONO.CD16.inflammatory (L2)73116
NOTCH402-Medium0.487.67G1C2—DC.pDC (Tier: specific)
T.CD8_Tem.stress_adapted (Tier: specific)
DC.pDC.baseline (Tier: relevant)
DC.pDC.immature_metabolic (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
36 cells — complete matches143264
ENSG0000030790702-Medium0.4811.50G1C2———4891,000
PNMT02-Medium0.4710.08G1C2—T.CD8_Tem.TEMRA (Tier: specific)29 cells — complete matches2575
C6orf4702-Medium0.477.26G2C1—NK.adaptive_terminal_cytotoxic (Tier: specific)11 cells — complete matches86156
LINC0235602-Medium0.474.33G1C2——28 cells — complete matches263733
MCCD102-Medium0.4711.81G1C2———35113
ENSG0000031008402-Medium0.4715.50G2C2———337743
STARD302-Medium0.4610.23G1C2—T.CD8_Tcm.NK_like (Tier: specific)5 cells — complete matches45211
HLA-DRB102-Medium0.4512.95G1C2EPI.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)T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_transitional (Tier: specific)
T.CD4_Tem.cytotoxic_effector (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD8_Tem.stress_adapted (Tier: specific)
EPI.skin_keratinocyte_basal (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
203 cells — complete matches5651,192
PSORS1C102-Medium0.456.58G1C2——26 cells — complete matches152355
ENSG0000022383702-Medium0.456.58G1C2———198339
MDC102-Medium0.443.18G1C2—T.CD8_Tcm.effector_bias (Tier: relevant)
T.CD8_Trm.dendritic_recruiter (Tier: relevant)
10 cells — complete matches155295
ENSG0000029842602-Medium0.448.76G2C1———317607
PPP1R1802-Medium0.443.34G2C1——12 cells — complete matches153285
EGFL802-Medium0.447.11G1C2—T.CD8_Tcm.NK_like (Tier: specific)
T.CD8_Tem.signaling_turnover (Tier: specific)
T.CD8_Tcm.effector_bias (Tier: relevant)
33 cells — complete matches107174
ATXN202-Medium0.434.78G1C2——7 cells — complete matches4883
HLA-DRB902-Medium0.4312.78G2C2———337743
ENSG0000030189802-Medium0.439.04G2C2———00
TUBB02-Medium0.432.81G1C2CHOND.activated_fibro_like (L2), DC.cDC1.proliferative (L2), DC.cDC2.proliferative (L2), EPI.colonic_enteroendocrine.progenitor (L2), EPI.ileal_goblet.immature (L2), OLG.reactive_repair (L2), THYMO.proliferative_S (L2)—8 cells — complete matches165310
PRRC2A02-Medium0.439.00G2C2———110204
GPSM302-Medium0.436.11G2C2—T.CD4_cytotoxic (Tier: specific)50 cells — complete matches358590
POU5F102-Medium0.437.72G1C2induced_pluripotent_stem_cell (L1), IPSC.induced_pluripotent_stem_cell (L1S), IPSC.canonical_pluripotent (L2), IPSC.endoderm_primed (L2)—10 cells — complete matches107259
APOM02-Medium0.428.51G2C2EPI.ileal_bile_transport.absorptive_xenobiotic (L2)—13 cells — complete matches1416
ZPBP202-Medium0.426.86G2C1——7 cells — complete matches819
MIR689102-Medium0.428.94G2C1———474812
ENSG0000026302002-Medium0.427.23G2C2———54128
LY6G5B02-Medium0.427.22G2C2—T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem.stress_adapted (Tier: specific)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_Tcm.baseline (Tier: relevant)
26 cells — complete matches1117
ENSG0000027158102-Medium0.429.26G2C1———348596
DDX39B-AS102-Medium0.4212.41G2C2—T.CD8_Tem.early_helper_like (Tier: specific)12 cells — complete matches56182
ENSG0000029976002-Medium0.4212.41G2C2———56182
ENSG0000025776702-Medium0.413.22G1C2———109353
SNORD8402-Medium0.4113.92G2C2———59180
ENSG0000028564702-Medium0.418.51G2C1———364611
ENSG0000029427002-Medium0.4110.93G2C2———2060
HLA-B02-Medium0.417.82G2C1EC.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.CD8_transitional (Tier: specific)
T.CD8_Trm (Tier: specific)
T.gamma_delta (Tier: specific)
T.CD4_Tem.cytotoxic_effector (Tier: specific)
T.CD8_Tem.baseline (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD8_Tem.stress_adapted (Tier: specific)
T.CD8_Tem.TEMRA (Tier: specific)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
T.CD8_Trm.cytotoxic (Tier: relevant)
T.CD8_Trm.dendritic_recruiter (Tier: relevant)
T.CD8_Trm.muscosal_Tc17 (Tier: relevant)
T.gamma_delta.central_memory (Tier: relevant)
130 cells — complete matches493836
HLA-DMA02-Medium0.406.11G1C2MONO.CD16.hepatic_mac_like (L2), T.CD4_Tcm.APC_mimicry (L2), T.CD8_transitional.APC_like (L2)T.CD8_transitional (Tier: specific)
T.CD4_Tem.cytotoxic_effector (Tier: specific)
EPI.skin_keratinocyte_basal (Tier: relevant)
EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
97 cells — complete matches226330
ENSG0000028937502-Medium0.409.53G2C2———00
MICA-AS102-Medium0.4010.64G2C2———210470
TAP202-Medium0.409.61G2C2—DC.pDC.immature_metabolic (Tier: relevant)10 cells — complete matches198364
CCHCR102-Medium0.406.53G1C2—T.CD8_Tcm.effector_bias (Tier: relevant)13 cells — complete matches146317
MICA02-Medium0.398.83G2C2——7 cells — complete matches277593
PGAP302-Medium0.3810.11G1C2——14 cells — complete matches1756
ENSG0000028858702-Medium0.389.17G2C2———257555
PSORS1C202-Medium0.387.17G2C2——5 cells — complete matches4483
ENSG0000029704002-Medium0.3810.77G2C2———180389
NFKBIL102-Medium0.3813.32G2C2——4 cells — complete matches101243
GTF2H402-Medium0.374.29G2C2——4 cells — complete matches61160
MICB02-Medium0.3711.17G2C2—DC.pDC (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD8_transitional (Tier: specific)
T.CD4_naive.activated_stress (Tier: specific)
T.CD8_Tem.early_helper_like (Tier: specific)
T.CD8_Tem.stress_adapted (Tier: specific)
DC.pDC.poised_migratory (Tier: relevant)
43 cells — complete matches294633
ENSG0000029428102-Medium0.374.78G1C2———156504
ENSG0000029983202-Medium0.374.78G1C2———156504
ENSG0000028847302-Medium0.373.93G2C2———61160
ATP6V1G202-Medium0.3712.58G2C2—T.CD8_Tem.stress_adapted (Tier: specific)12 cells — complete matches73194
GRB702-Medium0.3710.09G2C2——27 cells — complete matches1243
ATP6V1G2-DDX39B02-Medium0.3712.29G2C2—T.CD8_Tem.stress_adapted (Tier: specific)11 cells — complete matches69185
PSORS1C302-Medium0.377.43G1C2———124315
PHETA102-Medium0.373.94G1C2———228664
ENSG0000029328102-Medium0.368.25G2C1———1620
MICB-DT02-Medium0.3610.01G2C2———131286
TCF1902-Medium0.354.53G1C2EPI.esophageal_suprabasal.proliferative_S (L2), HEP.acute_phase.proliferative (L2)NK.adaptive_biosynthetic_primed (Tier: specific)
T.CD4_naive.activated_stress (Tier: specific)
T.CD8_Tem.TEMRA (Tier: specific)
T.CD8_Trm.cytotoxic (Tier: relevant)
46 cells — complete matches196428
DHFRP202-Medium0.357.65G2C1———1620
ENSG0000030616202-Medium0.359.98G1C2———2263
ENSG0000021454602-Medium0.359.55G1C2———1857
ENSG0000030637802-Medium0.347.64G2C2———76375
ENSG0000030612502-Medium0.339.39G1C2———1445
ENSG0000025026402-Medium0.328.33G2C2———198364
LST102-Medium0.3212.01G2C2granulocyte (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)
T.CD8_Trm.muscosal_Tc17 (Tier: relevant)
106 cells — complete matches183440
ENSG0000027250102-Medium0.326.87G2C1———151319
LTB02-Medium0.3211.67G2C2T.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)DC.pDC (Tier: specific)
T.CD8_Tcm (Tier: specific)
T.CD8_transitional (Tier: specific)
T.CD8_Trm (Tier: specific)
T.CD4_naive.activated_stress (Tier: specific)
T.CD4_Tem.cytotoxic_effector (Tier: specific)
T.CD8_naive.mito_proteostasis (Tier: specific)
T.CD8_naive.splicing_enriched (Tier: specific)
T.CD8_Tcm.NK_like (Tier: specific)
T.CD8_Tem.stress_adapted (Tier: specific)
DC.pDC.baseline (Tier: relevant)
DC.pDC.immature_metabolic (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
T.CD8_naive.innate_like (Tier: relevant)
T.CD8_Tcm.baseline (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
T.gamma_delta.central_memory (Tier: relevant)
165 cells — complete matches127281
ATXN2-AS02-Medium0.324.24G2C2——14 cells — complete matches11
TNF02-Medium0.3211.04G2C2B.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)
T.CD8_Trm (Tier: specific)
T.CD4_Tem.cytotoxic_effector (Tier: specific)
T.CD8_Tem.baseline (Tier: specific)
T.CD8_Tem.signaling_turnover (Tier: specific)
EPI.skin_keratinocyte_basal.basement_anchoring (Tier: relevant)
NK.cytokine_tissue_activation (Tier: relevant)
T.CD8_Trm.dendritic_recruiter (Tier: relevant)
T.gamma_delta.central_memory (Tier: relevant)
111 cells — complete matches75194
ENSG0000029845702-Medium0.316.27G2C1———51155
CDHR302-Medium0.317.64G2C2EPI.colonic_enteroendocrine.enterochromaffin_serotonin (L2), EPI.lung_multiciliated.mature_motile_cilia (L2)T.CD8_naive.splicing_enriched (Tier: specific)
T.CD8_Tem.signaling_turnover (Tier: specific)
T.CD8_naive.innate_like (Tier: relevant)
T.CD8_Tcm.baseline (Tier: relevant)
45 cells — complete matches00
IL3302-Medium0.304.89G2C2EC.liver_sinusoidal.hypoxia_metabolic (L2), EPI.salivary_intercalated_defense.basal_EMT (L2), EPI.salivary_myoepithelial.baseline (L2), EPI.skin_sweat_duct_keratinocyte.signal_gate (L2), EPI.thymic_medullary.canonical_alarmin (L2), FIB.reticular.stromal_niche (L2)EPI.salivary_intercalated_defense.basal_EMT (Tier: relevant)
EPI.salivary_myoepithelial.contractile_repair (Tier: relevant)
76 cells — complete matches12
DDR102-Medium0.303.29G2C2—T.CD8_Tem.signaling_turnover (Tier: specific)
T.CD8_Tcm.baseline (Tier: relevant)
10 cells — complete matches121263
PSMB802-Medium0.286.12G2C2——5 cells — complete matches200385
PSMB902-Medium0.276.13G2C2——21 cells — complete matches227422
ENSG0000030462302-Medium0.263.18G1C2———219658
PSMB8-AS102-Medium0.265.91G2C2—T.CD8_transitional (Tier: specific)10 cells — complete matches204380
TAP102-Medium0.266.13G2C2EPI.thymic_cortical.baseline (L2)—ASPC.inflammatory (L2), GRANU.neutrophil.antiviral_endotoxin (L2), HEP.periportal_metabolic.acute_phase_barrier (L2)201382
ENSG0000029387902-Medium0.262.11G1C2———152319
VARS202-Medium0.244.53G1C2——11 cells — complete matches6290
ENSG0000029389702-Medium0.241.68G1C2———122272
MBNL202-Medium0.231.36G2C2ADIPO.immature (L2), B.germinal_center.LZ_survival (L2)—7 cells — complete matches36
C6orf1502-Medium0.213.08G2C2———11
ENSG0000028633402-Medium0.201.22G2C2———11
PTPN1102-Medium0.194.19G2C2——4 cells — complete matches00
NAA2502-Medium0.163.27G2C2——7 cells — complete matches12
HECTD402-Medium0.163.24G2C2EC.lymphatic.scavenger (L2)T.CD4_Tem.cytotoxic_effector (Tier: specific)7 cells — complete matches13
ERP2902-Medium0.143.15G2C2——HEP.pericentral_lipoprotein (L1S), MONO.CD14.platelet_bound (L2), PC.IgG_systemic.secretory (L2)02

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.