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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.

FING00000017 · All tissues

Acute appendicitis: 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: Acute appendicitis

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)
1pericyte10.03Significant1.72e-071.14Specific128517
2monocyte8.80Significant3.30e-491.19Specific2,1763,871
3smooth_muscle_cell6.70Significant0.121.08Relevant27139
4fibroblast6.04Significant9.60e-101.10Other184826
5adipose_stem_and_progenitor_cell5.76Significant4.73e-111.10Other327954
6muscle_stem_cell4.97Nominal1.001.03Other727
7adipocyte3.10Nominal1.001.00Other33111
8dendritic_cell1.96Nonsignificant1.000.98Other496724
9macrophage1.51Nonsignificant1.000.92Other8131,732
10granulocyte1.43Nonsignificant1.000.83Other56
11platelet0.94Nonsignificant—0.43Other85104
12schwann_cell0.91Nonsignificant1.000.94Other1057
13hepatocyte0.88Nonsignificant1.000.93Other1,5153,822
14epithelial_cell0.84Nonsignificant1.000.88Other2447
15thymocyte0.46Nonsignificant1.000.85Other168512
16endothelial_cell0.43Nonsignificant1.000.81Other373974
17plasma_cell0.33Nonsignificant1.000.79Other1724
18B_cell0.32Nonsignificant1.000.82Other356694
19mesothelial_cell0.12Nonsignificant1.000.66Other636
20innate_lymphoid_cell_20.08Nonsignificant1.000.70Other38
21haematopoietic_progenitor_cell0.04Nonsignificant1.000.66Other262502
22microglia0.03Nonsignificant1.000.60Other61129
23induced_pluripotent_stem_cell0.03Nonsignificant1.000.66Other00
24granulosa_cell0.02Nonsignificant1.000.72Other293670
25melanocyte0.02Nonsignificant1.000.58Other97309
26T_cell9.16e-03Nonsignificant1.000.45Other470959
27chondrocyte6.63e-03Nonsignificant1.000.53Other5481,069
28neuron5.82e-03Nonsignificant1.000.64Other3301,328
29astrocyte5.12e-03Nonsignificant1.000.55Other2561,203
30cardiomyocyte2.06e-03Nonsignificant1.000.65Other5332,045
31oligodendrocyte1.30e-03Nonsignificant1.000.78Other3851,507
32oligodendrocyte_precursor_cell7.64e-04Nonsignificant1.000.43Other4611,454
33skeletal_muscle_cell6.21e-04Nonsignificant1.000.39Other9442,600
34natural_killer_cell3.93e-04Nonsignificant1.000.46Other1,2042,052

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1PERI.pericyte10.03Significant———1170
2MONO.CD149.88Significant1.65e-422.71Specific2,2944,139
3FIB.interstitial9.32Significant4.16e-222.32Specific288940
4FIB.neurolectin_mucosa8.14Significant0.131.54Relevant133394
5FIB.barrier_secretory6.78Significant1.001.04Relevant81228
6SMC.smooth_muscle_cell6.70Significant——Relevant20101
7ASPC.adipose_stem_and_progenitor_cell5.76Significant——Other324930
8EPI.salivary_serous_acinar5.43Nominal2.30e-131.31Other233531
9FIB.suburothelial5.23Nominal1.000.87Other122432
10MUSC.muscle_stem_cell4.97Nominal——Other418
11FIB.adventitial4.54Nominal1.000.41Other2681,447
12FIB.reticular3.61Nominal1.000.43Other1987
13FIB.lung_alveolar3.38Nominal—0.00Other615
14GRANU.neutrophil3.33Nominal4.69e-041.67Other1,2352,649
15MONO.CD163.18Nominal1.000.11Other1,3041,835
16EPI.salivary_myoepithelial3.11Nominal0.021.22Other191714
17ADIPO.adipocyte3.10Nominal——Other2062
18MAC.LAM3.10Nominal4.42e-081.35Other9142,064
19HEP.acute_phase3.08Nominal4.31e-281.41Other1,4413,641
20FIB.tracheal_subepithelial2.95Nonsignificant—0.00Other00
21FIB.hepatic_stellate_cell2.85Nonsignificant—0.00Other64252
22DC.mig2.84Nonsignificant—0.73Other89156
23DC.cDC12.78Nonsignificant0.231.32Other55112
24FIB.barrier_purinergic2.51Nonsignificant—0.00Other13
25DC.cDC22.30Nonsignificant0.081.38Other1,1891,793
26EPI.intrahepatic_cholangiocyte_defense2.22Nonsignificant—1.13Other813
27MAC.MDM2.15Nonsignificant0.831.08Other623986
28FIB.perivascular_interface2.04Nonsignificant1.000.18Other00
29EPI.extrahepatic_cholangiocyte1.97Nonsignificant—0.67Other3771
30EPI.colonic_tuft1.90Nonsignificant—1.16Other724
31MAC.resident_iron1.73Nonsignificant1.000.96Other1621
32EPI.ileal_bile_transport1.73Nonsignificant1.001.15Other6193
33FIB.transitioning1.38Nonsignificant1.000.04Other172497
34HEP.pericentral_lipoprotein1.32Nonsignificant—0.80Other00
35EPI.intrahepatic_cholangiocyte_transport1.19Nonsignificant—0.74Other1242
36EPI.skin_follicular_keratinizing1.17Nonsignificant1.001.01Other3081
37EC.liver_sinusoidal1.09Nonsignificant0.161.13Other1,0831,925
38EC.capillary0.94Nonsignificant5.51e-251.45Other5141,635
39PLAT.platelet0.94Nonsignificant—0.00Other3853
40SCHWN.schwann_cell0.91Nonsignificant——Other733
41FIB.skin_tenogenic0.89Nonsignificant—0.00Other108227
42EPI.ectocervical_granular0.81Nonsignificant—0.66Other1123
43EPI.tracheal_basal0.78Nonsignificant1.001.06Other3981,120
44EPI.ileal_enterocyte_absorptive0.70Nonsignificant1.000.98Other118338
45EPI.salivary_intercalated_defense0.68Nonsignificant1.000.87Other81161
46EPI.salivary_duct_ion_transport0.68Nonsignificant1.000.98Other511
47MAC.resident_repair0.62Nonsignificant1.000.63Other7961,426
48B.age_associated0.61Nonsignificant5.81e-031.64Other207350
49FIB.skin_papillary0.51Nonsignificant—0.00Other00
50EPI.ileal_enterocyte_crypt0.51Nonsignificant1.000.89Other67113
51FIB.skin_neurosecretory0.48Nonsignificant—0.00Other00
52THYMO.thymocyte0.46Nonsignificant——Other163495
53EPI.hepatic_ductular_cholangiocyte0.43Nonsignificant1.000.87Other83243
54B.memory0.42Nonsignificant4.78e-111.73Other442882
55MAC.microglia_like0.41Nonsignificant1.000.58Other124179
56EPI.thymic_cortical0.37Nonsignificant1.000.92Other442824
57PC.IgA_muocsal0.36Nonsignificant1.49e-051.66Other1831
58GRANU.MAST0.34Nonsignificant1.000.00Other56
59EPI.renal_immature_ureteric_bud0.34Nonsignificant1.001.02Other217569
60EC.venous0.30Nonsignificant1.000.79Other5161,387
61EPI.ileal_goblet0.30Nonsignificant1.000.82Other181432
62EPI.tracheal_submucosal_gland0.30Nonsignificant—0.45Other00
63EPI.bile_duct_cholangiocyte0.26Nonsignificant1.000.83Other3760
64EPI.esophageal_basal0.26Nonsignificant1.000.76Other410
65B.naive0.24Nonsignificant1.000.47Other307595
66MAC.kupffer0.23Nonsignificant1.000.42Other189530
67EPI.pancreatic_ductal_bicarbonate0.22Nonsignificant1.000.75Other131548
68MAC.resident_cardiac0.22Nonsignificant1.000.25Other4851,074
69T.CD4_Th20.20Nonsignificant—1.53Other12
70EPI.pancreatic_ductal_progenitor0.20Nonsignificant1.000.77Other234873
71FIB.skin_sheath0.20Nonsignificant1.000.03Other49118
72EPI.renal_intercalated_cell_type_B0.19Nonsignificant—0.31Other67
73EPI.renal_proximal_tubule0.19Nonsignificant1.000.81Other525806
74MAC.proliferating0.17Nonsignificant1.000.39Other87253
75EPI.renal_principal_cell0.16Nonsignificant1.000.79Other207403
76EPI.skin_hair_follicle_bulge0.15Nonsignificant1.000.64Other51178
77EPI.colonic_enteroendocrine0.14Nonsignificant—0.17Other11
78B.germinal_center0.14Nonsignificant0.541.07Other233655
79EPI.skin_appendage_keratinocyte0.12Nonsignificant1.000.65Other87222
80EPI.tracheal_suprabasal0.12Nonsignificant1.000.78Other2956
81HEP.canalicular_transport0.12Nonsignificant1.000.64Other1,2903,434
82MESO.mesothelial_cell0.12Nonsignificant——Other218
83EPI.pancreatic_acinar0.12Nonsignificant1.000.73Other4291,475
84EPI.pancreatic_islet0.10Nonsignificant1.000.74Other52132
85EC.arterial0.08Nonsignificant1.000.36Other356885
86EPI.pancreatic_ductal_perivascular0.08Nonsignificant1.000.64Other430
87ILC2.innate_lymphoid_cell_20.08Nonsignificant——Other20
88EPI.pancreatic_ductal_mucinous0.07Nonsignificant1.000.84Other219430
89PC.IgG_systemic0.07Nonsignificant1.000.34Other4160
90EPI.salivary_mucous_acinar0.07Nonsignificant1.000.87Other6391,189
91HEP.periportal_metabolic0.06Nonsignificant1.000.49Other1,7504,427
92EPI.renal_thick_ascending_limb0.05Nonsignificant1.000.80Other4531,153
93EPI.skin_hair_follicle_companion0.05Nonsignificant—0.01Other812
94EPI.alveolar_type_10.05Nonsignificant1.000.73Other26101
95EPI.cervical_suprabasal0.04Nonsignificant—0.00Other1450
96HPC.haematopoietic_progenitor_cell0.04Nonsignificant——Other211370
97EPI.skin_keratinocyte_proliferating0.04Nonsignificant1.000.73Other4776
98MG.microglia0.03Nonsignificant——Other490
99EPI.colonocyte0.03Nonsignificant1.000.74Other294815
100T.CD8_naive0.03Nonsignificant0.011.08Other317708
101IPSC.induced_pluripotent_stem_cell0.03Nonsignificant——Other00
102T.CD4_Treg0.02Nonsignificant0.181.10Other244511
103EC.heart_remodeling0.02Nonsignificant4.22e-201.54Other5691,594
104EPI.esophageal_suprabasal0.02Nonsignificant1.000.48Other158404
105EPI.alveolar_type_20.02Nonsignificant1.000.49Other8131,853
106MAC.alveolar0.02Nonsignificant1.000.02Other1,4323,122
107GRNLSA.granulosa_cell0.02Nonsignificant——Other2570
108EPI.skin_interfollicular_spinous0.02Nonsignificant1.000.48Other260563
109MEL.melanocyte0.02Nonsignificant——Other79242
110EPI.gastric_foveolar0.02Nonsignificant—0.00Other00
111EPI.salivary_duct_excretory0.01Nonsignificant1.000.44Other85180
112EPI.thymic_medullary0.01Nonsignificant1.000.51Other26133
113EPI.renal_intercalated_cell_type_A0.01Nonsignificant1.000.48Other67142
114EPI.endocervical_secretory0.01Nonsignificant—0.00Other00
115T.CD4_Th170.01Nonsignificant0.181.11Other421794
116T.CD4_Tfh0.01Nonsignificant0.940.98Other4745
117EPI.renal_distal_tubule0.01Nonsignificant1.000.49Other133361
118EC.lymphatic9.64e-03Nonsignificant1.000.20Other630998
119T.CD4_Trm9.59e-03Nonsignificant0.940.98Other176363
120T.CD8_Tcm9.01e-03Nonsignificant0.421.05Other460926
121T.CD8_transitional9.00e-03Nonsignificant1.16e-031.12Other497932
122EPI.skin_keratinocyte_basal8.79e-03Nonsignificant—0.00Other1326
123NEU.EXC_IT8.29e-03Nonsignificant0.121.12Other411192
124T.CD4_naive7.67e-03Nonsignificant1.000.95Other399866
125T.CD4_transitional6.96e-03Nonsignificant1.000.94Other48110
126EPI.lung_club_secretory6.75e-03Nonsignificant1.000.45Other514
127CHOND.chondrocyte6.63e-03Nonsignificant——Other519730
128T.CD8_Trm5.79e-03Nonsignificant1.000.91Other211346
129NEU.INH_VIP5.76e-03Nonsignificant0.461.09Other241366
130ASTRO.astrocyte5.12e-03Nonsignificant——Other2281,111
131T.gamma_delta4.93e-03Nonsignificant0.881.00Other5881,078
132T.CD4_Tem4.82e-03Nonsignificant0.421.04Other365697
133NEU.EXC_SYT23.34e-03Nonsignificant—0.00Other4077
134NEU.EXC_CT2.51e-03Nonsignificant0.461.14Other362384
135EPI.skin_keratinocyte_progenitor2.12e-03Nonsignificant—0.00Other03
136CM.cardiomyocyte2.06e-03Nonsignificant——Other5242,032
137T.CD8_Tem1.96e-03Nonsignificant0.341.04Other1,0831,857
138T.CD4_Tcm1.77e-03Nonsignificant1.000.95Other494988
139EPI.skin_sebaceous_duct_luminal1.77e-03Nonsignificant1.000.39Other100249
140NEU.INH_PVALB1.33e-03Nonsignificant0.960.88Other193183
141OLG.oligodendrocyte1.30e-03Nonsignificant——Other3841,397
142T.MAIT1.14e-03Nonsignificant0.531.03Other469855
143EPI.skin_sweat_duct_keratinocyte8.39e-04Nonsignificant1.000.17Other146301
144SKM.type_2_fast8.04e-04Nonsignificant0.051.11Other9722,639
145OPC.oligodendrocyte_precursor_cell7.64e-04Nonsignificant——Other4131,269
146NK.natural_killer_cell3.93e-04Nonsignificant——Other1,2042,045
147SKM.type_1_slow3.74e-04Nonsignificant0.930.88Other9232,478
148NEU.INH_LAMP51.65e-04Nonsignificant0.970.60Other263532
149EPI.lung_multiciliated7.62e-05Nonsignificant1.000.05Other1649
150T.CD4_cytotoxic2.81e-05Nonsignificant1.000.66Other8551,493
151DC.pDC2.22e-06Nonsignificant1.000.00Other4961,028
152NEU.EXC_NTNG11.61e-06Nonsignificant—0.00Other00

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1MONO.CD14.remodeling13.53Significant4.03e-132.10—2,373295
2MONO.CD14.APC_like12.20Significant7.83e-031.53Specific1,6862,493
3FIB.interstitial.stress_secretory12.15Significant0.171.76—9256
4PERI.cardiac_skeletal11.21Significant2.92e-072.38—313630
5FIB.neurolectin_mucosa.inflammatory10.55Significant0.061.94Relevant52110
6PERI.inflammatory10.34Significant0.461.21—4077
7FIB.interstitial.immune_interact10.10Significant0.701.11—121
8PERI.angiocrine9.88Significant0.551.08—93102
9FIB.interstitial.mesenchymal_APC9.53Significant0.701.24—8133
10FIB.interstitial.remodeling9.45Significant0.701.02—319
11MONO.CD14.baseline9.40Significant1.000.79—2,26876
12FIB.adventitial.adhesion_lipid8.85Significant5.27e-062.42Specific58209
13FIB.neurolectin_mucosa.axon_responsive8.65Significant0.361.17Relevant1010
14FIB.interstitial.lipid_matrix8.48Significant0.990.44—258191
15MONO.CD14.platelet_bound8.45Significant1.000.83—964176
16FIB.interstitial.mesenchymal_regulator7.60Significant0.990.27—44
17ASPC.baseline7.58Significant1.09e-102.04Specific363170
18FIB.barrier_secretory.homeostasis7.58Significant—0.43—00
19SMC.metabolic7.56Significant0.451.17—1440
20FIB.suburothelial.homeostasis_matrix7.33Significant0.022.11Specific258921
21FIB.reticular.ECM_builder7.11Significant—0.86Relevant00
22PERI.baseline7.09Significant0.980.43—3966
23SMC.contractile6.97Significant0.221.47Relevant80588
24FIB.neurolectin_mucosa.remodeling_repair6.66Significant—0.00Relevant42
25ASPC.adipocyte_capillary_interface6.65Significant0.831.25Relevant2154
26MUSC.baseline6.34Significant0.321.57Relevant00
27FIB.neurolectin_mucosa.nerve_interface6.22Significant—0.00Relevant40
28ASPC.stem_like_progenitor6.22Significant0.831.26Relevant300842
29EPI.salivary_serous_acinar.secretory_active5.99Significant2.65e-152.47Other24269
30ASPC.secretory5.71Significant1.000.83Other765
31FIB.suburothelial.contractile_myofibroblast5.70Significant—0.31Relevant90
32ASPC.inflammatory5.70Significant0.831.07Other2161
33FIB.barrier_secretory.remodeling5.68Significant—0.00—00
34MONO.CD16.hepatic_mac_like5.66Significant0.011.48Other803117
35ASPC.mesothelial_like5.64Significant0.831.05Other143486
36MONO.CD16.inflammatory5.50Nominal1.07e-041.63Other1,640168
37HEP.acute_phase.complement_antiviral5.33Nominal3.64e-031.98Other377751
38DC.cDC2.monocyte_like5.33Nominal1.00e-021.71Other1,285791
39ASPC.niche_keeping_progenitor5.28Nominal1.000.61Other52219
40ASPC.proliferative5.18Nominal0.831.10Other3385
41SMC.activated5.18Nominal0.940.47Other25
42ASPC.remodeling5.07Nominal1.000.60Other106354
43MUSC.quiescent_reservoir5.07Nominal0.321.45Other28
44FIB.adventitial.activated_remodelling4.73Nominal—0.19Other141319
45FIB.adventitial.PI16_matrix4.73Nominal0.521.31Other7090
46ASPC.signal_integrator4.69Nominal—0.00Other00
47FIB.barrier_purinergic.stress_GF_binding4.68Nominal—0.97Other00
48MAC.LAM.antimicrobial4.64Nominal0.101.32Other38993
49FIB.adventitial.mechano_chemo_sensing4.55Nominal0.960.78Other135524
50MUSC.early_activation4.49Nominal0.900.78Other432
51ASPC.preadipocyte_lipid_primed4.47Nominal1.000.49Other331129
52FIB.adventitial.complement_angiocrine4.40Nominal0.960.91Other153684
53HEP.acute_phase.inflammatory4.40Nominal0.041.63Other382649
54GRANU.neutrophil.tissue_patrolling4.21Nominal—1.28Other00
55FIB.suburothelial.inflammatory_prostanoid4.13Nominal—0.00Other00
56MAC.LAM.inflammatory_APC4.07Nominal5.84e-041.51Other872165
57FIB.adventitial.baseline3.96Nominal0.960.86Other157278
58ADIPO.hypoxia_remodelling3.90Nominal—0.41Other29105
59FIB.lung_alveolar.mito_secretory3.89Nominal—0.48Other00
60EPI.intrahepatic_cholangiocyte_defense.raft_maturation3.77Nominal—0.73Other00
61FIB.reticular.immune_interface3.74Nominal—0.00Other16
62DC.cDC1.homeostatic_inhibitory3.74Nominal—0.69Other00
63HEP.acute_phase.stress_secretory3.73Nominal0.261.31Other263
64FIB.suburothelial.urothelial_interface3.51Nominal1.000.00Other98
65EPI.salivary_myoepithelial.junctional_transport3.44Nominal0.621.21Other66121
66HEP.acute_phase.proliferative3.36Nominal—0.32Other46
67GRANU.neutrophil.primed_degranulation3.34Nominal—0.26Other00
68EPI.salivary_myoepithelial.activated3.29Nominal0.621.05Other85281
69FIB.hepatic_stellate_cell.inflammatory3.28Nominal—1.15Other00
70ADIPO.immature3.24Nominal—0.03Other2440
71HEP.acute_phase.baseline3.23Nominal0.261.19Other94619
72EPI.extrahepatic_cholangiocyte.barrier_interface3.23Nominal—0.00Other00
73FIB.adventitial.inflammatory_activated3.22Nominal0.960.67Other100473
74MUSC.activated_migratory3.21Nominal1.000.00Other67
75MONO.CD16.platelet_bound3.14Nominal0.651.10Other372508
76EPI.salivary_myoepithelial.baseline3.12Nominal0.620.85Other42141
77FIB.adventitial.mito_secretory3.12Nominal0.960.28Other217
78SCHWN.reactive_inflammatory3.08Nominal—1.27Other00
79FIB.tracheal_subepithelial.baseline2.95Nonsignificant—0.00Other00
80DC.cDC1.proliferative2.92Nonsignificant—0.49Other00
81FIB.reticular.stress_metallothionein2.91Nonsignificant—0.00Other332
82DC.mig.baseline2.84Nonsignificant—0.00Other10
83ASPC.activated2.81Nonsignificant1.000.07Other164162
84ADIPO.thermogenic2.79Nonsignificant—0.14Other00
85FIB.reticular.stromal_niche2.79Nonsignificant0.910.43Other00
86FIB.hepatic_stellate_cell.contractile2.77Nonsignificant—0.32Other00
87DC.cDC2.migratory2.73Nonsignificant0.471.32Other18539
88DC.cDC1.activated2.72Nonsignificant—0.00Other00
89DC.cDC1.cross_presenting2.70Nonsignificant—0.00Other00
90EPI.ectocervical_granular.immune_interact2.70Nonsignificant—1.15Other00
91FIB.lung_alveolar.stress_interacting2.69Nonsignificant—0.00Other00
92MAC.MDM.inflammatory_phagocytic2.67Nonsignificant0.601.29Other19952
93FIB.hepatic_stellate_cell.fibrogenic2.64Nonsignificant—0.00Other00
94GRANU.neutrophil.antiviral_endotoxin2.61Nonsignificant—0.00Other00
95EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling2.46Nonsignificant—1.15Other00
96MAC.resident_iron.heme_catabolism2.45Nonsignificant0.361.24Other3051
97PLAT.megakaryocytic2.44Nonsignificant—0.97Other00
98FIB.perivascular_interface.lipid_shuttle2.38Nonsignificant—0.51Other51170
99MONO.CD16.baseline2.28Nonsignificant1.000.82Other501
100EC.liver_sinusoidal.inflammatory2.25Nonsignificant—1.16Other223154
101MONO.CD14.inflammatory2.24Nonsignificant1.000.24Other92134
102MAC.resident_iron.APC_iron_sensing2.23Nonsignificant0.361.31Other211114
103EPI.colonic_tuft.homeostatic2.23Nonsignificant—0.73Other00
104FIB.perivascular_interface.vascular_BM_remodelling2.15Nonsignificant—0.30Other00
105EC.capillary.angiogenic_tip2.05Nonsignificant7.90e-041.92Other186218
106MAC.MDM.complement_resolving2.04Nonsignificant0.750.82Other440860
107FIB.transitioning.matrix_stress2.02Nonsignificant—0.55Other47138
108MAC.LAM.lipid_opsonization1.96Nonsignificant1.000.73Other4514
109MAC.MDM.APC_dendritic1.88Nonsignificant0.750.90Other4815
110DC.cDC2.tolerogenic_regulatory1.80Nonsignificant0.980.77Other444
111DC.cDC2.antiviral1.80Nonsignificant0.980.63Other10037
112EC.liver_sinusoidal.prostanoid1.79Nonsignificant—1.20Other1164
113EPI.ileal_bile_transport.absorptive_xenobiotic1.75Nonsignificant0.590.91Other1112
114EPI.ileal_bile_transport.detox_transcytosis1.66Nonsignificant—0.25Other01
115DC.cDC1.baseline1.64Nonsignificant—0.00Other00
116MAC.MDM.LAM_like1.63Nonsignificant0.750.92Other1214
117EPI.colonic_tuft.activated1.58Nonsignificant—0.00Other00
118MONO.CD14.repair_M2_like1.53Nonsignificant1.000.02Other5501,495
119FIB.transitioning.motility_remodelling1.53Nonsignificant—0.00Other00
120HEP.acute_phase.complement_metabolic1.49Nonsignificant1.000.03Other1,4233,464
121ADIPO.inflammatory1.49Nonsignificant—0.00Other00
122EPI.salivary_myoepithelial.contractile_repair1.45Nonsignificant—0.00Other39
123HEP.pericentral_lipoprotein.UPR_redox1.41Nonsignificant—0.67Other00
124EPI.intrahepatic_cholangiocyte_transport.mucin_secretory1.39Nonsignificant—0.32Other00
125DC.cDC2.adhesion_signaling1.38Nonsignificant0.980.38Other359
126EC.liver_sinusoidal.remodeling_lipotoxicity1.37Nonsignificant—0.75Other9058
127FIB.perivascular_interface.vasomotor_tone1.36Nonsignificant—0.00Other00
128MAC.resident_repair.lipid_phagocytic1.34Nonsignificant0.461.41Other228604
129EPI.ectocervical_granular.inflammatory1.32Nonsignificant—0.32Other00
130MAC.kupffer.monocyte_like1.24Nonsignificant—1.65Other00
131HEP.pericentral_lipoprotein.ApoB_coagulation1.24Nonsignificant—0.00Other00
132DC.cDC2.lipid_metabolic1.19Nonsignificant—0.00Other00
133EC.capillary.migratory1.19Nonsignificant0.881.10Other181509
134SCHWN.translation_boost1.18Nonsignificant—0.67Other81
135EPI.skin_follicular_keratinizing.upper_infundibulum1.18Nonsignificant—0.07Other82
136EPI.skin_follicular_keratinizing.transit_amplifying1.17Nonsignificant—0.00Other2149
137EPI.skin_follicular_keratinizing.root_infundibulum1.13Nonsignificant—0.00Other00
138FIB.transitioning.secretory_procollagen1.11Nonsignificant—0.00Other00
139EPI.ileal_enterocyte_crypt.villus_transition1.09Nonsignificant—1.47Other710
140EC.capillary.postcap_venule1.05Nonsignificant0.421.28Other355261
141DC.cDC2.pro_inflammatory1.04Nonsignificant0.980.29Other35
142EC.capillary.stress1.02Nonsignificant1.000.92Other4436
143EPI.renal_immature_ureteric_bud.defense_secretory1.01Nonsignificant0.391.19Other4576
144EC.liver_sinusoidal.hypoxia_metabolic1.01Nonsignificant0.631.18Other183107
145EC.venous.quiescent_homeostatic1.00Nonsignificant3.27e-031.53Other456360
146MAC.resident_iron.heme_recycling0.99Nonsignificant—0.00Other3037
147MAC.resident_iron.stress_tolerogenic0.93Nonsignificant—0.00Other00
148MONO.CD16.patrolling0.92Nonsignificant1.000.00Other797216
149FIB.skin_tenogenic.baseline0.89Nonsignificant—0.00Other02
150EC.capillary.baseline0.89Nonsignificant1.000.87Other246560
151EC.capillary.activated0.88Nonsignificant1.000.72Other25
152EPI.hepatic_ductular_cholangiocyte.secretory_transport0.88Nonsignificant—0.73Other00
153HEP.acute_phase.hypoxia_lipid0.88Nonsignificant—0.00Other00
154THYMO.SP_CD4_naive0.87Nonsignificant0.101.43Other6575
155EPI.salivary_intercalated_defense.canonical_antimicrobial0.86Nonsignificant0.221.37Other1122
156EC.venous.remodeling_stalk0.86Nonsignificant0.131.38Other559566
157EPI.intrahepatic_cholangiocyte_defense.secretory_barrier0.85Nonsignificant—0.00Other00
158FIB.transitioning.ISG_primed_interface0.84Nonsignificant—0.00Other1780
159MAC.LAM.perivascular_angiocrine0.82Nonsignificant—0.00Other53138
160THYMO.CD8aa_IELp0.82Nonsignificant—0.83Other17
161MONO.CD14.cord_tolerance0.81Nonsignificant1.000.03Other864753
162EPI.extrahepatic_cholangiocyte.mucin_secretory0.80Nonsignificant—0.00Other00
163EPI.tracheal_basal.homeostatic_progenitor0.79Nonsignificant0.670.76Other28574
164THYMO.DP_early0.78Nonsignificant4.80e-061.77Other326313
165EPI.salivary_intercalated_defense.basal_EMT0.78Nonsignificant—0.41Other00
166EPI.tracheal_basal.activated_stress0.77Nonsignificant0.670.97Other320
167FIB.barrier_purinergic.lipid_secretory0.76Nonsignificant—0.00Other00
168EPI.ileal_enterocyte_absorptive.villus_tip0.76Nonsignificant0.191.63Other43
169EC.capillary.angiocrine0.76Nonsignificant1.000.63Other250630
170B.memory.pDC_imprint0.74Nonsignificant0.041.58Other157103
171B.age_associated.activated0.71Nonsignificant—0.42Other1822
172HEP.periportal_metabolic.stress_chaperone0.69Nonsignificant—1.10Other66128
173EPI.salivary_duct_ion_transport.baseline0.68Nonsignificant——Other00
174MAC.microglia_like.inflammatory_chemokine0.68Nonsignificant—0.61Other2032
175EC.capillary.inflammatory0.65Nonsignificant1.000.47Other2751
176EPI.ileal_goblet.immature0.65Nonsignificant—1.59Other00
177MAC.resident_repair.antigen_presenting0.64Nonsignificant0.810.91Other244113
178EPI.ileal_enterocyte_absorptive.brush_border0.63Nonsignificant0.880.49Other5801,717
179DC.cDC2.proliferative0.63Nonsignificant—0.00Other3971
180EPI.ileal_enterocyte_crypt.bile_transport0.61Nonsignificant0.521.28Other20
181MAC.resident_repair.chemokine_angiocrine0.60Nonsignificant0.810.91Other87138
182B.germinal_center.DZ_M_phase0.59Nonsignificant—1.47Other00
183EPI.hepatic_ductular_cholangiocyte.polarity0.58Nonsignificant—0.78Other00
184EPI.hepatic_ductular_cholangiocyte.stress0.57Nonsignificant—1.01Other00
185B.age_associated.migratory0.56Nonsignificant0.820.61Other22
186EPI.skin_hair_follicle_bulge.niche_crosstalk0.56Nonsignificant—1.32Other2988
187EPI.pancreatic_acinar.quiet_dedifferentiation0.55Nonsignificant0.521.14Other142171
188MAC.LAM.lipid_phagocytosis0.54Nonsignificant1.000.18Other369328
189EPI.ileal_enterocyte_crypt.baseline0.54Nonsignificant0.551.09Other116
190B.age_associated.naive_transitional0.52Nonsignificant—0.00Other00
191FIB.skin_papillary.baseline0.51Nonsignificant—0.00Other00
192MAC.resident_repair.stress_iron0.49Nonsignificant0.811.13Other4897
193MAC.resident_repair.ECM_stromal_crosstalk0.48Nonsignificant0.880.73Other95158
194EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate0.48Nonsignificant—0.43Other00
195B.memory.baseline0.48Nonsignificant3.73e-031.53Other47299
196EPI.salivary_intercalated_defense.inflammatory0.48Nonsignificant0.481.03Other152360
197FIB.skin_neurosecretory.baseline0.48Nonsignificant—0.00Other00
198EPI.tracheal_submucosal_gland.ductal_luminal0.47Nonsignificant—0.73Other00
199EPI.hepatic_ductular_cholangiocyte.ion_transport0.47Nonsignificant—0.58Other00
200EC.liver_sinusoidal.stress0.46Nonsignificant—0.00Other413158
201T.CD4_Th2.tissue_adapted0.46Nonsignificant—0.97Other00
202EPI.renal_principal_cell.inflammatory0.46Nonsignificant0.751.31Other74157
203EPI.bile_duct_cholangiocyte.secretory_mucin0.45Nonsignificant—0.76Other712
204EC.venous.adipose_lipid0.45Nonsignificant0.461.18Other254476
205EC.liver_sinusoidal.secretory_lipoprotein0.43Nonsignificant0.990.10Other12070
206EPI.colonocyte.distal_absorptive0.43Nonsignificant—1.87Other00
207EPI.ectocervical_granular.secretory_apocrine0.43Nonsignificant—0.00Other00
208GRANU.MAST.activated_repair0.41Nonsignificant—0.71Other01
209MAC.LAM.anti_inflammatory0.41Nonsignificant1.000.10Other86132
210PC.IgA_muocsal.migratory0.40Nonsignificant0.681.08Other41
211EPI.renal_principal_cell.canonical_vasopressin0.40Nonsignificant0.801.23Other20
212EPI.ileal_enterocyte_crypt.proliferative_S0.40Nonsignificant0.750.78Other42
213EC.arterial.angiogenic_tip0.40Nonsignificant—1.26Other3037
214EC.heart_remodeling.capillary_metabolic0.39Nonsignificant0.241.41Other54414
215EPI.thymic_cortical.baseline0.39Nonsignificant0.431.07Other185386
216HEP.periportal_metabolic.apolipoprotein_secretory0.39Nonsignificant0.521.17Other43110
217EPI.thymic_cortical.Notch_interface0.39Nonsignificant—0.11Other82137
218PC.IgA_muocsal.baseline0.38Nonsignificant0.730.94Other35
219EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit0.38Nonsignificant—1.44Other00
220EPI.colonic_enteroendocrine.progenitor0.38Nonsignificant—0.97Other00
221THYMO.SP_CD8_naive0.38Nonsignificant1.000.89Other297177
222B.naive.receptor_recycle0.35Nonsignificant0.341.33Other510
223B.naive.baseline0.35Nonsignificant0.401.31Other1013
224THYMO.SP_CD8_naive_stress0.34Nonsignificant1.000.54Other11
225B.memory.migratory0.33Nonsignificant1.000.65Other123208
226EPI.thymic_cortical.secretory_remodeling0.33Nonsignificant—0.00Other41
227MESO.secretory_structural0.33Nonsignificant—0.86Other00
228MAC.resident_cardiac.antigen_presenting0.33Nonsignificant0.451.47Other5227
229EPI.hepatic_ductular_cholangiocyte.acute_phase_complement0.32Nonsignificant—0.00Other00
230PC.IgA_muocsal.activated0.32Nonsignificant0.730.92Other178
231EPI.alveolar_type_1.activated0.32Nonsignificant—1.64Other00
232EPI.pancreatic_ductal_bicarbonate.baseline0.32Nonsignificant0.451.15Other1142
233MAC.resident_iron.redox_metabolic0.32Nonsignificant1.000.00Other44
234EPI.esophageal_basal.activated_progenitor0.32Nonsignificant0.041.93Other10
235MAC.microglia_like.phagocytic_redox0.31Nonsignificant—0.00Other00
236EPI.skin_appendage_keratinocyte.sebaceous_apocrine0.30Nonsignificant—1.04Other3982
237EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic0.30Nonsignificant—1.40Other00
238GRANU.MAST.resting_granule0.29Nonsignificant—0.00Other00
239EPI.pancreatic_ductal_bicarbonate.stress0.29Nonsignificant—0.44Other1233
240B.naive.purinergic0.29Nonsignificant8.20e-031.50Other384820
241B.naive.remodeling0.29Nonsignificant1.001.02Other135230
242EPI.ileal_goblet.baseline0.28Nonsignificant0.521.36Other162
243EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump0.28Nonsignificant0.451.28Other40191
244PC.IgA_muocsal.plasmablast0.28Nonsignificant0.681.09Other54
245EPI.pancreatic_acinar.inflammatory_regenerative0.27Nonsignificant0.961.08Other25113
246EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion0.26Nonsignificant—0.00Other53
247THYMO.SP_CD8_transitional0.26Nonsignificant1.000.50Other3275
248GRANU.MAST.activated_acute0.25Nonsignificant—0.00Other00
249B.memory.preactivated0.25Nonsignificant1.000.81Other173174
250B.naive.antigen_presenting_ready0.24Nonsignificant1.000.86Other4873
251FIB.skin_sheath.neuro_vascular_interface0.24Nonsignificant—0.59Other00
252B.memory.activated0.24Nonsignificant1.000.22Other10529
253EPI.ileal_goblet.inflammatory_mucin0.24Nonsignificant0.960.07Other69
254EPI.pancreatic_islet.delta0.24Nonsignificant—1.04Other00
255B.naive.metabolic0.24Nonsignificant1.000.89Other5079
256EC.venous.activated0.23Nonsignificant0.990.95Other247752
257EPI.renal_thick_ascending_limb.barrier_repair0.23Nonsignificant0.731.19Other141284
258EPI.ileal_goblet.stress_metallothionein0.23Nonsignificant—0.00Other411
259HEP.canalicular_transport.inflammatory0.23Nonsignificant5.04e-041.34Other1,335194
260B.naive.proteostasis0.22Nonsignificant1.000.79Other4969
261MAC.proliferating.stress0.22Nonsignificant—0.35Other87136
262FIB.skin_sheath.ECM_immune0.21Nonsignificant—0.44Other00
263EPI.pancreatic_ductal_bicarbonate.activated0.21Nonsignificant0.730.97Other107
264EPI.pancreatic_ductal_progenitor.baseline0.21Nonsignificant0.311.21Other179702
265MAC.resident_cardiac.phagocytic_homeostasis0.21Nonsignificant0.900.73Other5641,221
266EPI.tracheal_suprabasal.transitional_wound0.20Nonsignificant—0.43Other161
267EPI.colonocyte.ionocyte_BEST40.20Nonsignificant0.671.47Other103188
268EPI.renal_proximal_tubule.detox_antioxidant0.19Nonsignificant0.621.24Other39477
269EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo0.19Nonsignificant—0.00Other00
270EPI.renal_intercalated_cell_type_B.baseline0.19Nonsignificant—0.00Other31
271EPI.renal_proximal_tubule.onecarbon_peroxisome0.18Nonsignificant0.770.62Other5889
272MESO.antiviral0.18Nonsignificant—0.34Other38
273HEP.periportal_metabolic.stress_checkpoint0.18Nonsignificant0.301.14Other234786
274EPI.hepatic_ductular_cholangiocyte.barrier_chemokine0.18Nonsignificant—0.00Other69
275EC.venous.baseline0.18Nonsignificant1.000.47Other346807
276EPI.pancreatic_ductal_bicarbonate.barrier_mucin0.18Nonsignificant0.780.86Other219533
277EPI.ileal_enterocyte_crypt.secretory_precursor0.17Nonsignificant—0.00Other00
278ILC2.activated0.17Nonsignificant—0.35Other00
279EPI.pancreatic_ductal_progenitor.ADM_like0.17Nonsignificant—0.00Other00
280EPI.ileal_enterocyte_crypt.proliferative_G2M0.17Nonsignificant—0.00Other1954
281MAC.kupffer.fibrogenic0.17Nonsignificant—0.36Other00
282EPI.skin_appendage_keratinocyte.ductal_barrier_detox0.16Nonsignificant0.441.24Other3334
283T.CD4_Treg.tissue_effector0.16Nonsignificant0.341.12Other1613
284EPI.pancreatic_islet.beta0.16Nonsignificant0.241.14Other4257
285FIB.skin_sheath.stress_chaperone0.15Nonsignificant—0.00Other00
286THYMO.DP_early_stress0.15Nonsignificant—0.00Other00
287MAC.proliferating.DNA_replication0.15Nonsignificant0.730.76Other36
288HPC.GMP_granulocytic0.14Nonsignificant—0.00Other33
289GRNLSA.stress_metabolic0.14Nonsignificant—0.94Other12
290B.germinal_center.DZ_S_phase0.14Nonsignificant—0.58Other00
291MAC.kupffer.stress0.14Nonsignificant0.431.08Other93
292PC.IgG_systemic.secretory0.13Nonsignificant0.111.28Other00
293B.naive.restrained0.13Nonsignificant1.000.26Other183353
294T.CD4_naive.gut_prone0.13Nonsignificant0.991.23Other3570
295EPI.skin_keratinocyte_proliferating.anchor_remodel0.12Nonsignificant—1.13Other00
296HPC.CLP_B_primed0.12Nonsignificant—1.12Other00
297HEP.canalicular_transport.secretory_ERAD_UPR0.12Nonsignificant1.000.98Other23228
298EPI.pancreatic_ductal_progenitor.ciliated_transport0.12Nonsignificant—0.00Other105368
299B.naive.activated0.12Nonsignificant1.000.44Other77127
300EPI.tracheal_submucosal_gland.acinar_serous0.12Nonsignificant—0.00Other00
301MAC.resident_cardiac.inflammatory_reparative0.12Nonsignificant0.900.70Other3196
302EC.arterial.homeostatic0.11Nonsignificant0.881.18Other243
303EPI.renal_immature_ureteric_bud.osmoprotective0.11Nonsignificant0.960.74Other12644
304MEL.neurotrophic_migratory0.11Nonsignificant—1.66Other00
305EPI.pancreatic_ductal_bicarbonate.inflammatory0.10Nonsignificant0.461.15Other1432
306EPI.pancreatic_ductal_bicarbonate.repair_actin_junction0.10Nonsignificant—0.00Other00
307EC.arterial.inflammatory0.10Nonsignificant0.881.08Other6350
308MESO.baseline0.10Nonsignificant0.670.95Other06
309IPSC.mesendo_primed0.10Nonsignificant5.37e-071.23Other00
310HEP.canalicular_transport.pericentral_like_hypoxia0.09Nonsignificant1.000.78Other3268
311EPI.bile_duct_cholangiocyte.inflammatory_APC0.09Nonsignificant—0.00Other20
312EPI.pancreatic_ductal_perivascular.baseline0.09Nonsignificant0.401.11Other15
313EC.arterial.elastic0.08Nonsignificant0.881.11Other2245
314EPI.esophageal_basal.junctional_barrier0.08Nonsignificant—0.00Other00
315EPI.cervical_suprabasal.inflammatory_repair0.08Nonsignificant—0.42Other00
316EPI.pancreatic_acinar.stress0.08Nonsignificant1.000.94Other2828
317EPI.skin_hair_follicle_companion.gap_junction_contractile0.08Nonsignificant—0.97Other00
318HEP.periportal_metabolic.urea_onecarbon_secretory0.08Nonsignificant0.301.09Other1,3323,053
319T.CD8_Tcm.NK_like0.08Nonsignificant0.171.19Other334581
320EPI.skin_interfollicular_spinous.transition_basal0.07Nonsignificant2.23e-051.48Other100127
321HEP.canalicular_transport.baseline0.07Nonsignificant1.000.89Other199477
322EC.arterial.arteriole_gas_exchange0.07Nonsignificant0.880.93Other238131
323HPC.GMP_inflammatory0.07Nonsignificant0.771.12Other2010
324EPI.pancreatic_ductal_perivascular.protective_antioxidant0.07Nonsignificant—0.00Other1169
325EPI.salivary_mucous_acinar.baseline0.07Nonsignificant——Other394683
326PLAT.adhesion0.07Nonsignificant—0.00Other00
327MG.expanding0.06Nonsignificant0.761.18Other21
328EC.arterial.arteriole_interface0.06Nonsignificant0.880.92Other3112
329CM.contractile_oxphos0.06Nonsignificant0.381.13Other619
330EPI.esophageal_suprabasal.basal_transitional0.06Nonsignificant1.57e-031.62Other4467
331EPI.skin_hair_follicle_companion.bulge_anchor_signaling0.06Nonsignificant—0.00Other00
332EPI.skin_appendage_keratinocyte.transit_amplifying0.06Nonsignificant—0.00Other109358
333EPI.pancreatic_acinar.baseline0.06Nonsignificant1.000.91Other274163
334MAC.kupffer.tolerogenic0.05Nonsignificant—0.00Other4549
335GRNLSA.EMT_insulin_signaling0.05Nonsignificant0.641.24Other4784
336PC.IgG_systemic.interacting0.05Nonsignificant0.670.92Other00
337ILC2.migratory0.05Nonsignificant—0.44Other00
338HEP.canalicular_transport.sterol_lipid_biosynthesis0.05Nonsignificant—0.07Other1020
339MAC.alveolar.inflammatory0.05Nonsignificant0.021.35Other208312
340EPI.skin_hair_follicle_bulge.anagen_growth0.05Nonsignificant—0.09Other00
341EPI.renal_distal_tubule.ion_transport0.04Nonsignificant—1.02Other00
342EPI.renal_principal_cell.activated_acute0.04Nonsignificant0.950.79Other2959
343EC.venous.cardiac_structural0.04Nonsignificant1.000.22Other102229
344IPSC.neuroendocrine_primed0.04Nonsignificant—0.86Other00
345EC.arterial.ion_pump0.04Nonsignificant0.880.99Other32
346EC.arterial.mito_contact0.04Nonsignificant0.880.77Other145
347NEU.EXC_IT.structural0.04Nonsignificant0.551.21Other17141
348T.CD8_naive.splicing_enriched0.04Nonsignificant0.631.08Other12016
349T.CD8_naive.lipid_synthesis0.04Nonsignificant0.221.47Other64
350MAC.kupffer.inflammatory0.04Nonsignificant—0.00Other74
351EC.arterial.metabolic0.04Nonsignificant0.880.81Other195159
352T.CD8_naive.effector_transition0.04Nonsignificant0.551.16Other3562
353EPI.endocervical_secretory.squamous_barrier0.04Nonsignificant—0.67Other00
354EPI.skin_appendage_keratinocyte.ductal_immune_interacting0.04Nonsignificant1.000.12Other716
355MEL.dedifferentiated_migratory0.04Nonsignificant—1.00Other00
356MAC.microglia_like.patrolling_adhesive0.04Nonsignificant—0.00Other00
357T.CD4_Th17.migratory0.03Nonsignificant0.231.13Other1323
358ASTRO.A2_reactive0.03Nonsignificant0.371.22Other1037
359MG.phagocytic_APC0.03Nonsignificant0.760.93Other258
360EPI.skin_hair_follicle_bulge.quiescent0.03Nonsignificant1.000.00Other5669
361T.CD8_naive.vesicle_secretory0.03Nonsignificant0.910.94Other420
362T.CD4_Th2.precursor0.03Nonsignificant—0.00Other00
363IPSC.stromal_primed0.03Nonsignificant1.000.98Other00
364EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.03Nonsignificant—0.00Other00
365PC.IgG_systemic.metabolic0.03Nonsignificant0.101.37Other4663
366EPI.salivary_serous_acinar.quiescent0.03Nonsignificant1.000.05Other178493
367HEP.canalicular_transport.injury_stress0.03Nonsignificant1.000.78Other28924
368T.CD8_naive.baseline0.03Nonsignificant0.970.91Other1422
369EPI.thymic_medullary.proliferative_APC0.03Nonsignificant—1.09Other00
370EPI.pancreatic_ductal_mucinous.mucin_rich_barrier0.03Nonsignificant0.910.70Other4491,034
371T.CD8_transitional.APC_like0.03Nonsignificant0.051.08Other20562
372NEU.INH_VIP.serotonergic0.03Nonsignificant—0.61Other92
373T.CD8_naive.nfkb_related0.03Nonsignificant0.541.25Other10
374T.CD4_Trm.central_like0.03Nonsignificant1.96e-031.28Other3831
375IPSC.axial_identity_primed0.03Nonsignificant1.000.99Other00
376EPI.alveolar_type_2.stress_response0.03Nonsignificant0.311.14Other6751,562
377T.CD8_naive.cytokine_dampened0.02Nonsignificant0.910.99Other714
378CHOND.angiogenic0.02Nonsignificant—1.46Other00
379IPSC.canonical_pluripotent0.02Nonsignificant1.000.92Other00
380GRNLSA.chemokine_mechanosensory0.02Nonsignificant0.751.15Other10
381EPI.alveolar_type_2.baseline_surfactant0.02Nonsignificant0.321.11Other649
382MG.baseline0.02Nonsignificant0.760.88Other165
383T.CD4_Trm.activated0.02Nonsignificant0.721.16Other3226
384EPI.renal_thick_ascending_limb.remodeling0.02Nonsignificant0.741.06Other15292
385EPI.renal_principal_cell.intercalated_like0.02Nonsignificant0.811.02Other6366
386B.germinal_center.LZ_selection0.02Nonsignificant—0.00Other00
387EPI.lung_club_secretory.ciliogenesis_primed0.02Nonsignificant—1.47Other00
388NEU.INH_VIP.enkephalinergic0.02Nonsignificant—1.42Other00
389HEP.canalicular_transport.ductular_like_transition0.02Nonsignificant1.000.24Other40087
390T.CD4_Tfh.effector_migratory0.02Nonsignificant0.601.10Other12257
391T.CD4_naive.proteostasis0.02Nonsignificant0.991.09Other149
392EC.heart_remodeling.activated_acute0.02Nonsignificant0.241.39Other102186
393HPC.MEP0.02Nonsignificant0.771.08Other5991,195
394EPI.colonic_enteroendocrine.Lcell_peptide0.02Nonsignificant—0.00Other00
395EPI.skin_keratinocyte_basal.basement_anchoring0.02Nonsignificant—0.97Other00
396MESO.activated_migratory0.02Nonsignificant—0.00Other00
397EPI.salivary_duct_excretory.baseline0.02Nonsignificant0.591.17Other2357
398EPI.tracheal_suprabasal.secretory_immune0.02Nonsignificant—0.00Other00
399T.CD4_transitional.primed_helper_effector0.02Nonsignificant0.421.13Other1943
400PC.IgG_systemic.stress0.02Nonsignificant—0.00Other15
401SCHWN.axon_contact_cardiac0.02Nonsignificant1.000.00Other1863
402EPI.gastric_foveolar.baseline0.02Nonsignificant—0.00Other00
403EPI.renal_thick_ascending_limb.cation_flux0.02Nonsignificant0.731.15Other5795
404NEU.EXC_CT.Ca2_sensor0.02Nonsignificant—1.32Other00
405EC.lymphatic.valve0.02Nonsignificant—0.87Other00
406EPI.renal_intercalated_cell_type_A.acid_secretion0.02Nonsignificant0.141.36Other126
407EPI.esophageal_suprabasal.differentiating_keratin0.01Nonsignificant0.820.79Other13161
408T.CD4_Tem.inflammatory0.01Nonsignificant0.481.11Other286
409THYMO.proliferative_G2M0.01Nonsignificant—0.00Other164413
410ILC2.quiescent0.01Nonsignificant—0.00Other00
411T.gamma_delta.early_effector0.01Nonsignificant0.631.04Other890
412EPI.thymic_medullary.canonical_alarmin0.01Nonsignificant0.371.30Other817
413EC.lymphatic.tip_migratory0.01Nonsignificant0.761.20Other2337
414EC.lymphatic.scavenger0.01Nonsignificant0.761.07Other203257
415T.CD4_Tfh.canonical_GC_helper0.01Nonsignificant0.601.10Other12
416NEU.INH_VIP.LAMP5_hybrid0.01Nonsignificant—0.95Other19
417EPI.thymic_medullary.stress_APC0.01Nonsignificant0.790.68Other24
418HEP.periportal_metabolic.acute_phase_barrier0.01Nonsignificant1.000.80Other533138
419T.CD4_naive.homeostatic0.01Nonsignificant0.991.06Other215108
420T.CD8_naive.innate_like0.01Nonsignificant0.970.54Other101
421EPI.thymic_medullary.hormone_xeno_barrier0.01Nonsignificant—0.02Other08
422ASTRO.neuromodulatory0.01Nonsignificant0.571.13Other34172
423THYMO.proliferative_S0.01Nonsignificant1.000.22Other163418
424IPSC.endoderm_primed0.01Nonsignificant1.000.87Other00
425MESO.activated_stress0.01Nonsignificant—0.00Other00
426MAC.alveolar.lipid_autophagy0.01Nonsignificant—0.00Other3544
427EPI.renal_distal_tubule.stress0.01Nonsignificant—0.86Other00
428T.CD8_Trm.inflammatory0.01Nonsignificant0.471.12Other124176
429HPC.LMPP0.01Nonsignificant0.910.77Other6531
430EC.heart_remodeling.translation_boost0.01Nonsignificant—1.66Other00
431MAC.alveolar.capillary_interacting0.01Nonsignificant0.801.10Other113181
432EPI.esophageal_suprabasal.proliferative_exit9.79e-03Nonsignificant—0.13Other00
433EPI.skin_interfollicular_spinous.stress_oxidative9.63e-03Nonsignificant—0.00Other00
434T.CD4_Tfh.suppression_exhaustion9.51e-03Nonsignificant0.900.89Other02
435EPI.skin_hair_follicle_companion.activated_migratory9.46e-03Nonsignificant—0.00Other00
436MEL.secretory_quiescent9.36e-03Nonsignificant1.000.59Other1913
437T.CD4_naive.proteostasis_mitoprot9.23e-03Nonsignificant0.990.99Other1537
438EPI.alveolar_type_2.injury_primed9.19e-03Nonsignificant0.321.09Other434245
439T.CD4_transitional.APC_interacting9.01e-03Nonsignificant0.191.27Other1014
440CHOND.pro_inflammatory8.91e-03Nonsignificant0.511.11Other181351
441EPI.salivary_duct_excretory.stress8.73e-03Nonsignificant0.840.69Other3368
442T.CD4_Tcm.migratory_cilium8.66e-03Nonsignificant0.621.10Other510
443IPSC.stress8.61e-03Nonsignificant5.11e-031.28Other00
444CHOND.activated_fibro_like8.57e-03Nonsignificant0.491.16Other531188
445T.CD4_Trm.metal_stress8.26e-03Nonsignificant0.721.10Other3458
446GRNLSA.proliferative_migratory8.02e-03Nonsignificant0.751.05Other248292
447MAC.alveolar.stress_metabolic7.15e-03Nonsignificant0.840.69Other116148
448OLG.stress7.12e-03Nonsignificant0.361.15Other2328
449ASTRO.hypoxia_angiogenic7.12e-03Nonsignificant0.911.12Other518
450EC.lymphatic.activated7.01e-03Nonsignificant0.880.91Other4773
451MEL.stress_glucocorticoid6.95e-03Nonsignificant1.000.41Other1134
452T.CD4_naive.mature6.89e-03Nonsignificant0.990.98Other211100
453T.CD8_transitional.effector_primed6.88e-03Nonsignificant0.101.07Other435151
454T.CD4_Trm.baseline6.87e-03Nonsignificant0.721.00Other3121
455EPI.renal_intercalated_cell_type_A.PC_transitional6.75e-03Nonsignificant—0.00Other203407
456EPI.renal_principal_cell.injury_repair6.56e-03Nonsignificant0.990.26Other269
457T.CD4_Trm.stress_adaptive6.41e-03Nonsignificant0.720.99Other822
458T.CD8_Trm.muscosal_Tc176.31e-03Nonsignificant0.471.21Other1938
459EPI.alveolar_type_1.baseline6.19e-03Nonsignificant1.000.00Other80
460T.CD4_Tcm.DC_interact6.16e-03Nonsignificant0.361.10Other7232
461T.CD8_Tem.signaling_turnover5.92e-03Nonsignificant0.651.07Other425683
462T.CD4_Th17.baseline5.90e-03Nonsignificant0.730.96Other515
463EPI.skin_sebaceous_duct_luminal.immune_interface5.83e-03Nonsignificant—1.24Other00
464T.CD4_naive.resist_bystander5.83e-03Nonsignificant0.991.01Other4025
465CHOND.remodeling5.76e-03Nonsignificant—0.58Other50
466EPI.skin_interfollicular_spinous.upper_lipid5.66e-03Nonsignificant—0.59Other66
467T.CD4_naive.survival_neddylation5.66e-03Nonsignificant0.991.01Other2638
468HEP.periportal_metabolic.inflammatory_activated5.65e-03Nonsignificant1.000.62Other7121,610
469NEU.EXC_SYT2.synaptic5.43e-03Nonsignificant—0.48Other00
470T.CD8_transitional.stress5.26e-03Nonsignificant—1.53Other2434
471HPC.MPP_activated5.23e-03Nonsignificant—0.00Other00
472EPI.renal_thick_ascending_limb.canonical_salt_transporter5.22e-03Nonsignificant0.750.88Other322317
473ASTRO.stress_mito5.19e-03Nonsignificant0.571.15Other47110
474T.CD4_transitional.primed_cytotoxic5.12e-03Nonsignificant0.601.07Other2830
475NEU.INH_VIP.nuclear_reg5.06e-03Nonsignificant—0.76Other204
476MEL.mature_oxidative_traffic4.95e-03Nonsignificant1.000.10Other247285
477EC.lymphatic.baseline4.95e-03Nonsignificant0.980.57Other3872
478EPI.ectocervical_granular.proliferative_basal4.91e-03Nonsignificant—0.00Other00
479T.CD4_naive.neddylation_mitoprot4.61e-03Nonsignificant0.990.97Other9356
480T.CD8_Trm.cytotoxic4.61e-03Nonsignificant0.731.02Other16585
481B.germinal_center.LZ_memory_precursor4.58e-03Nonsignificant—0.00Other00
482T.CD4_Treg.central_naive_like4.50e-03Nonsignificant0.341.08Other33345
483MAC.alveolar.biosynthetic_sterol_heme4.44e-03Nonsignificant0.801.02Other34740
484T.CD4_naive.survival4.40e-03Nonsignificant0.991.00Other1217
485T.CD8_naive.mito_proteostasis4.37e-03Nonsignificant0.970.76Other428100
486T.CD4_Tcm.imprinted_splicing4.33e-03Nonsignificant0.641.09Other617
487EPI.lung_club_secretory.inflammatory4.32e-03Nonsignificant—0.00Other00
488T.CD4_Tcm.stress4.28e-03Nonsignificant0.621.16Other511
489T.MAIT.early_activation4.12e-03Nonsignificant5.19e-031.20Other574
490EPI.lung_club_secretory.ciliogenesis_axoneme4.09e-03Nonsignificant—0.00Other00
491T.CD4_transitional.tissue_enagement4.04e-03Nonsignificant0.700.94Other511
492T.CD4_Trm.helper_like4.02e-03Nonsignificant0.720.96Other84147
493T.CD8_Trm.homeostatic4.00e-03Nonsignificant0.830.96Other425
494T.CD4_transitional.baseline3.98e-03Nonsignificant0.700.95Other5997
495EPI.lung_club_secretory.canonical_surfactant3.73e-03Nonsignificant—0.00Other74104
496NEU.INH_PVALB.nuclear_reg3.65e-03Nonsignificant0.171.48Other2512
497T.CD8_Tem.baseline3.52e-03Nonsignificant0.651.02Other458356
498NEU.INH_VIP.regulatory_remodeling3.50e-03Nonsignificant—0.12Other61
499T.CD8_Tcm.effector_bias3.42e-03Nonsignificant1.000.95Other199329
500T.CD4_naive.neddylation3.30e-03Nonsignificant0.990.95Other104222
501EPI.skin_sebaceous_duct_luminal.ECM_remodelling3.30e-03Nonsignificant0.701.22Other29
502EPI.colonocyte.proximal_transport3.28e-03Nonsignificant0.970.79Other2412
503EPI.skin_interfollicular_spinous.baseline3.23e-03Nonsignificant0.990.74Other353
504EPI.colonocyte.secretory_boost3.17e-03Nonsignificant0.970.77Other9891
505T.CD4_naive.survival_mitoprot3.14e-03Nonsignificant0.991.06Other137
506T.CD4_Treg.APC_interactive3.02e-03Nonsignificant0.960.84Other11828
507EPI.colonocyte.junction_remodeling2.87e-03Nonsignificant0.970.55Other218305
508EPI.skin_keratinocyte_progenitor.activated_stress2.77e-03Nonsignificant—0.38Other00
509T.CD4_naive.mature_mitoprot2.70e-03Nonsignificant0.990.88Other212476
510B.germinal_center.LZ_survival2.67e-03Nonsignificant—0.00Other00
511ASTRO.stress_acute2.62e-03Nonsignificant0.911.02Other6056
512EPI.colonocyte.crypt_progenitor2.56e-03Nonsignificant0.970.53Other115265
513THYMO.DN_preTCR2.55e-03Nonsignificant1.000.16Other4171
514T.CD8_Tem.early_helper_like2.55e-03Nonsignificant0.291.07Other445755
515T.CD4_Tfh.precursor_migratory2.53e-03Nonsignificant0.900.81Other7227
516EPI.pancreatic_ductal_mucinous.proliferative_gastric_like2.46e-03Nonsignificant—0.43Other00
517ASTRO.A1_reactive2.40e-03Nonsignificant0.990.90Other433394
518CHOND.articular_collagen2.37e-03Nonsignificant1.000.47Other551266
519EPI.pancreatic_islet.alpha2.34e-03Nonsignificant—0.00Other152330
520T.MAIT.migratory2.34e-03Nonsignificant0.761.16Other101
521T.CD8_Tcm.baseline2.31e-03Nonsignificant1.000.92Other9089
522NK.cytokine_lung_immediate_early2.30e-03Nonsignificant0.281.11Other424274
523T.CD4_Tem.long_term_memory2.28e-03Nonsignificant0.481.10Other314587
524T.CD4_Trm.cytotoxic_effector2.04e-03Nonsignificant0.880.85Other11877
525EPI.skin_interfollicular_spinous.stress_UPR1.97e-03Nonsignificant—0.00Other00
526NEU.EXC_IT.neuromodulated1.85e-03Nonsignificant0.551.18Other176116
527EPI.skin_interfollicular_spinous.early_differentiation1.83e-03Nonsignificant0.990.21Other8919
528EPI.skin_sweat_duct_keratinocyte.signal_gate1.76e-03Nonsignificant—1.13Other4326
529HPC.MPP_IEG1.75e-03Nonsignificant0.910.67Other4546
530T.CD4_Tcm.effector_like1.75e-03Nonsignificant0.641.05Other293533
531NEU.EXC_CT.remodeling1.72e-03Nonsignificant—0.51Other231
532EPI.skin_keratinocyte_proliferating.early_spinous_transition1.72e-03Nonsignificant—0.00Other135290
533NK.immature_bridge1.70e-03Nonsignificant0.751.03Other117122
534NEU.INH_VIP.matrix1.58e-03Nonsignificant—0.10Other2477
535IPSC.mesodermal_primed1.51e-03Nonsignificant1.000.80Other00
536T.CD8_Trm.dendritic_recruiter1.48e-03Nonsignificant0.940.69Other4785
537MAC.kupffer.metabolic1.45e-03Nonsignificant—0.00Other2536
538EPI.esophageal_suprabasal.proliferative_S1.43e-03Nonsignificant—0.00Other2641
539T.CD4_Th17.cytotoxic1.41e-03Nonsignificant0.730.98Other332123
540NK.adaptive_axis_baseline1.40e-03Nonsignificant0.111.07Other1,008153
541EPI.renal_thick_ascending_limb.salt_sensing1.33e-03Nonsignificant0.750.94Other73103
542IPSC.neural_primed1.32e-03Nonsignificant1.000.73Other00
543NEU.INH_VIP.excitatory_coupled1.32e-03Nonsignificant—0.01Other130
544GRNLSA.lipid_hypoxia1.29e-03Nonsignificant0.751.02Other280
545OPC.proliferative_immune_interact1.28e-03Nonsignificant0.531.14Other180373
546NEU.INH_VIP.develop_niche1.27e-03Nonsignificant—0.12Other00
547SKM.type_1_slow.glycolytic1.25e-03Nonsignificant0.031.38Other362647
548MAC.alveolar.scavenging_endocytic1.13e-03Nonsignificant—0.00Other140283
549T.CD4_Tcm.crosstalk_myeloid1.11e-03Nonsignificant0.641.09Other54
550EPI.skin_sweat_duct_keratinocyte.proliferative_S1.08e-03Nonsignificant—0.00Other00
551EPI.cervical_suprabasal.secretory_vesicle1.00e-03Nonsignificant—0.00Other00
552NK.adaptive_classII_inhibitory9.17e-04Nonsignificant0.351.06Other880154
553CM.baseline8.97e-04Nonsignificant1.000.97Other3930
554T.gamma_delta.cytotoxic_effector8.77e-04Nonsignificant0.830.94Other349109
555EPI.renal_distal_tubule.ciliated_remodelling8.75e-04Nonsignificant—0.13Other00
556SKM.type_2_fast.oxidative_IIa8.58e-04Nonsignificant0.081.12Other94656
557HEP.periportal_metabolic.xenobiotic_detox8.52e-04Nonsignificant1.000.43Other1,440139
558EPI.skin_keratinocyte_basal.spinous_transition8.52e-04Nonsignificant—0.00Other00
559EPI.pancreatic_acinar.metabolic_onecarbon8.41e-04Nonsignificant1.000.60Other287328
560ASTRO.synaptic_interaction8.41e-04Nonsignificant0.990.82Other76334
561EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic8.09e-04Nonsignificant—0.28Other00
562NK.cytokine_tissue_resident8.00e-04Nonsignificant0.751.09Other7482
563EPI.endocervical_secretory.secretory_translocon7.99e-04Nonsignificant—0.00Other00
564HEP.periportal_metabolic.canonical_urea_cycle7.94e-04Nonsignificant1.000.32Other1,464269
565NEU.INH_PVALB.neuromodulatory7.66e-04Nonsignificant—0.41Other00
566EC.heart_remodeling.perivascular7.58e-04Nonsignificant0.991.03Other124408
567OPC.premyelinating7.41e-04Nonsignificant0.531.13Other18512
568T.CD4_Tem.transitional_CM7.31e-04Nonsignificant0.820.98Other3120
569SKM.type_2_fast.glycolytic_IIx_IIb7.13e-04Nonsignificant0.101.09Other5651,482
570EPI.skin_sweat_duct_keratinocyte.barrier7.06e-04Nonsignificant—0.09Other00
571EPI.skin_keratinocyte_basal.transit_amplifying6.84e-04Nonsignificant—0.00Other00
572EPI.skin_interfollicular_spinous.proliferative6.72e-04Nonsignificant—0.00Other00
573NEU.INH_PVALB.fastspike6.69e-04Nonsignificant—0.17Other2422
574T.CD4_naive.purinergic6.64e-04Nonsignificant0.990.73Other491
575ASTRO.homeostatic6.38e-04Nonsignificant0.990.76Other200431
576T.CD4_Tcm.regulatory_poised6.21e-04Nonsignificant0.641.09Other23
577IPSC.mesenchymal_primed6.00e-04Nonsignificant1.000.75Other00
578T.CD4_Tcm.Tfh_like5.85e-04Nonsignificant0.641.03Other102214
579NK.cytokine_repair_primed5.77e-04Nonsignificant0.301.10Other26611
580T.CD8_Tem.TEMRA5.43e-04Nonsignificant0.880.97Other9201,088
581T.CD4_Tcm.Th2_like5.42e-04Nonsignificant0.621.14Other2355
582NEU.EXC_IT.adhesion5.39e-04Nonsignificant0.751.01Other252108
583CM.inflammatory5.35e-04Nonsignificant—1.48Other00
584T.CD4_Tcm.APC_mimicry5.21e-04Nonsignificant0.621.11Other5443
585GRNLSA.cholesterol_mevalonate5.10e-04Nonsignificant0.750.84Other94
586EPI.skin_keratinocyte_progenitor.quiescent_stem_like5.07e-04Nonsignificant—0.00Other00
587EPI.colonocyte.goblet_interface4.99e-04Nonsignificant—0.00Other1121
588T.gamma_delta.central_memory4.90e-04Nonsignificant0.631.02Other460919
589NEU.INH_PVALB.chandelier4.81e-04Nonsignificant0.750.67Other1916
590EPI.lung_multiciliated.mature_motile_cilia4.73e-04Nonsignificant—1.53Other00
591EPI.skin_interfollicular_spinous.inflammatory4.68e-04Nonsignificant—0.00Other00
592OLG.myelinating_mature4.63e-04Nonsignificant0.641.08Other36394
593NK.adaptive_immature_precursor4.48e-04Nonsignificant0.991.00Other358111
594T.CD4_Tem.cytotoxic_effector4.44e-04Nonsignificant0.820.90Other225398
595OPC.homeostatic4.35e-04Nonsignificant0.720.88Other394160
596IPSC.proliferative4.31e-04Nonsignificant1.000.60Other00
597T.CD4_naive.Treg_like4.12e-04Nonsignificant0.990.68Other12172
598EC.heart_remodeling.remodeling_secretory3.95e-04Nonsignificant0.990.93Other6051,341
599T.CD8_Tem.stress_adapted3.90e-04Nonsignificant0.880.96Other607520
600NEU.INH_VIP.opioid3.81e-04Nonsignificant—0.00Other509
601T.CD8_transitional.Trm_primed3.68e-04Nonsignificant0.900.98Other10815
602EPI.esophageal_suprabasal.proliferative_G2M3.33e-04Nonsignificant—0.00Other00
603EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal3.05e-04Nonsignificant—0.00Other00
604CM.sarcomere_actin_interface3.00e-04Nonsignificant1.000.97Other45078
605T.CD8_transitional.early2.93e-04Nonsignificant0.960.89Other32755
606NEU.EXC_IT.transitional2.80e-04Nonsignificant0.661.10Other237142
607NEU.INH_VIP.cannabinoid2.79e-04Nonsignificant—0.00Other00
608GRNLSA.secretory_remodeling2.31e-04Nonsignificant0.750.86Other9025
609NEU.INH_LAMP5.rosehip2.26e-04Nonsignificant—0.00Other00
610EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro1.95e-04Nonsignificant—0.00Other00
611T.CD4_Tcm.tissue_homing1.93e-04Nonsignificant0.930.96Other7846
612NEU.INH_LAMP5.exc_inh_balance1.74e-04Nonsignificant—0.13Other462
613NEU.INH_LAMP5.projecting1.72e-04Nonsignificant—0.27Other00
614NEU.INH_PVALB.metabotropic1.68e-04Nonsignificant—0.00Other00
615SKM.type_1_slow.oxidative1.66e-04Nonsignificant1.000.81Other802251
616T.CD4_Tcm.baseline1.51e-04Nonsignificant0.930.94Other6131
617NEU.EXC_CT.projector1.46e-04Nonsignificant0.660.92Other8726
618T.MAIT.MAPK_brake1.38e-04Nonsignificant0.970.96Other4466
619EPI.skin_sweat_duct_keratinocyte.repair1.33e-04Nonsignificant—0.00Other00
620T.CD4_Tcm.secretory1.29e-04Nonsignificant0.801.03Other2011
621NK.adaptive_HLAE_tuned1.24e-04Nonsignificant0.351.04Other1,124189
622NEU.INH_VIP.canonical_disinhibitory1.17e-04Nonsignificant1.000.09Other5938
623IPSC.midbrain_primed1.15e-04Nonsignificant1.000.55Other00
624ASTRO.immature_lipid1.14e-04Nonsignificant0.990.51Other23113
625T.CD4_Tcm.synapse_dynamics9.88e-05Nonsignificant0.930.96Other1510
626T.CD4_cytotoxic.NK_adapted9.46e-05Nonsignificant0.051.18Other8233
627EPI.pancreatic_ductal_mucinous.remodeling_channel_rich9.00e-05Nonsignificant—0.00Other00
628EPI.renal_distal_tubule.repair8.58e-05Nonsignificant—0.00Other34102
629CM.osmoprotection8.55e-05Nonsignificant1.001.01Other3457
630SKM.type_1_slow.contractile8.41e-05Nonsignificant1.000.37Other5968
631EC.heart_remodeling.remodeling_stalk8.11e-05Nonsignificant0.990.71Other33111
632NEU.INH_LAMP5.glial_interface7.81e-05Nonsignificant—0.00Other00
633CM.mito_proteostasis7.43e-05Nonsignificant1.001.01Other32929
634T.CD8_Tem.motility_primed7.15e-05Nonsignificant0.851.02Other2694
635EC.heart_remodeling.angiocrine7.01e-05Nonsignificant0.990.56Other182525
636T.CD4_naive.activated_stress7.01e-05Nonsignificant0.990.50Other339429
637EPI.skin_sebaceous_duct_luminal.detox_repair6.98e-05Nonsignificant1.009.54e-03Other13794
638NEU.INH_PVALB.serotonergic6.82e-05Nonsignificant—0.00Other00
639NEU.EXC_IT.guidance6.63e-05Nonsignificant1.000.64Other27463
640EPI.skin_sweat_duct_keratinocyte.proliferative_G2M6.12e-05Nonsignificant—0.00Other00
641NK.cytokine_biosynthetic_primed6.08e-05Nonsignificant0.781.03Other36021
642CM.mechano_activated6.03e-05Nonsignificant1.000.95Other205134
643EPI.pancreatic_acinar.adhesion_remodeling5.93e-05Nonsignificant1.000.47Other210784
644OLG.regulatory_activated5.06e-05Nonsignificant0.641.18Other196614
645T.CD4_Treg.Tr1_like4.52e-05Nonsignificant—0.00Other88
646CM.oxidative_phospho4.14e-05Nonsignificant1.000.99Other266792
647T.MAIT.quiescent3.63e-05Nonsignificant0.970.83Other1005
648EPI.lung_multiciliated.baseline3.54e-05Nonsignificant—0.30Other07
649EPI.pancreatic_ductal_bicarbonate.junctional_remodel3.38e-05Nonsignificant—0.00Other49237
650T.CD8_Tcm.helper_like3.03e-05Nonsignificant1.000.63Other81159
651EPI.salivary_serous_acinar.seromucous_like2.89e-05Nonsignificant—0.00Other00
652NEU.EXC_CT.Ca2_signaling2.50e-05Nonsignificant—0.03Other6817
653GRNLSA.angiocrine_mechanosensory2.36e-05Nonsignificant—0.00Other00
654T.MAIT.cytotoxic1.71e-05Nonsignificant0.970.79Other5215
655NEU.EXC_IT.callosal1.63e-05Nonsignificant1.000.52Other286119
656T.CD4_cytotoxic.terminal_effector1.63e-05Nonsignificant0.840.99Other28621
657T.CD4_cytotoxic.baseline1.63e-05Nonsignificant0.471.21Other00
658T.MAIT.stress1.62e-05Nonsignificant—0.00Other00
659GRNLSA.p53_damage1.51e-05Nonsignificant—0.00Other1310
660NK.cytokine_axis_baseline1.47e-05Nonsignificant0.990.94Other1,172116
661T.CD4_Tcm.RNA_control1.29e-05Nonsignificant0.980.76Other964
662EPI.lung_multiciliated.stress1.20e-05Nonsignificant—0.00Other67165
663OLG.regulatory9.60e-06Nonsignificant0.790.94Other35373
664EPI.skin_keratinocyte_proliferating.detox_repair9.50e-06Nonsignificant—0.00Other00
665T.MAIT.vesicle9.01e-06Nonsignificant0.970.57Other3765
666OLG.myelinating_stress8.19e-06Nonsignificant0.641.06Other23262
667NK.adaptive_terminal_cytotoxic8.12e-06Nonsignificant0.990.94Other485802
668T.CD8_Tcm.gut_homing7.15e-06Nonsignificant1.000.45Other380112
669T.CD4_cytotoxic.precursor6.52e-06Nonsignificant0.471.14Other15667
670OLG.reactive_repair5.46e-06Nonsignificant0.790.95Other385385
671DC.pDC.poised_migratory3.95e-06Nonsignificant0.281.28Other5495
672T.CD4_Tcm.retro_ZNF1173.88e-06Nonsignificant0.980.63Other59
673CM.translation_boost_RPL2.44e-06Nonsignificant1.000.87Other1291
674NK.cytokine_vascular_patrolling2.20e-06Nonsignificant0.990.89Other86394
675DC.pDC.baseline2.04e-06Nonsignificant0.281.24Other88123
676NEU.EXC_NTNG1.synaptic2.01e-06Nonsignificant—0.67Other00
677CM.translation_boost_RPS1.65e-06Nonsignificant1.000.88Other6916
678NK.cytokine_quiescent1.48e-06Nonsignificant0.990.91Other6231,062
679NK.adaptive_adipose_stress1.41e-06Nonsignificant0.990.82Other37439
680NEU.EXC_NTNG1.nuclear_reg1.27e-06Nonsignificant—0.00Other00
681DC.pDC.immature_metabolic8.52e-07Nonsignificant0.850.70Other78124
682NK.cytokine_tissue_activation7.41e-07Nonsignificant0.990.84Other267450
683OLG.vesicle_trafficking4.55e-07Nonsignificant1.000.48Other12410
684T.CD4_cytotoxic.activated2.86e-07Nonsignificant0.940.74Other31
685NK.adaptive_biosynthetic_primed1.90e-07Nonsignificant0.990.76Other244405
686CM.anti_inflammatory7.31e-08Nonsignificant1.000.65Other4241,503
687EPI.renal_distal_tubule.immune_modulatory4.08e-08Nonsignificant—0.00Other00
688NEU.EXC_SYT2.nuclear_reg6.83e-10Nonsignificant—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

116 unique genes. Showing 1–116. 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)
LTBR01-High0.7210.25G1C1—monocyte (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
9 cells — complete matches2143
HLX-AS101-High0.7112.96G1C1——29 cells — complete matches72241
HLX01-High0.7111.57G1C1——36 cells — complete matches73243
ENPEP01-High0.6716.28G1C1—pericyte (Tier: specific)
smooth_muscle_cell (Tier: relevant)
FIB.barrier_secretory (Tier: relevant)
SMC.smooth_muscle_cell (Tier: relevant)
FIB.neurolectin_mucosa.axon_responsive (Tier: relevant)
41 cells — complete matches932
ENSG0000025643301-High0.6313.43G1C1———1428
ENSG0000030598601-High0.6017.25G1C1———43107
SCNN1A01-High0.5611.18G1C1EPI.renal_principal_cell (L1S), EPI.hepatic_ductular_cholangiocyte.ion_transport (L2)—33 cells — complete matches1533
ENSG0000029643501-High0.549.99G1C1———3896
CRISPLD201-High0.543.33G1C1FIB.barrier_secretory.homeostasis (L2), SMC.activated (L2)monocyte (Tier: specific)
pericyte (Tier: specific)
FIB.interstitial (Tier: specific)
MONO.CD14 (Tier: specific)
FIB.adventitial.adhesion_lipid (Tier: specific)
FIB.suburothelial.homeostasis_matrix (Tier: specific)
smooth_muscle_cell (Tier: relevant)
FIB.neurolectin_mucosa (Tier: relevant)
SMC.smooth_muscle_cell (Tier: relevant)
FIB.neurolectin_mucosa.inflammatory (Tier: relevant)
FIB.neurolectin_mucosa.nerve_interface (Tier: relevant)
FIB.suburothelial.contractile_myofibroblast (Tier: relevant)
SMC.contractile (Tier: relevant)
78 cells — complete matches1852
LINC0281701-High0.5412.83G1C1———2687
TNFRSF1A01-High0.5311.08G1C1EPI.ileal_enterocyte_absorptive.brush_border (L2)—17 cells — complete matches2243
ENSG0000029457001-High0.5311.77G1C1———1163
PLEKHG601-High0.519.39G1C1——38 cells — complete matches1333
ENSG0000029650201-High0.518.21G1C1———45107
ENSG0000028623101-High0.508.44G1C1———45124
MTARC101-High0.507.80G1C1———56174
CD2701-High0.496.27G1C1B.memory (L1S), B.memory.baseline (L2), NK.adaptive_immature_precursor (L2), T.CD4_cytotoxic.precursor (L2), T.CD4_transitional.primed_helper_effector (L2), T.CD8_Tem.early_helper_like (L2), T.CD8_transitional.APC_like (L2), T.gamma_delta.central_memory (L2), THYMO.CD8aa_IELp (L2), THYMO.SP_CD4_naive (L2)—124 cells — complete matches2036
CD27-AS101-High0.475.90G1C1———1230
HLA-DRA01-High0.474.03G1C1B_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)monocyte (Tier: specific)
MONO.CD14 (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
FIB.neurolectin_mucosa (Tier: relevant)
FIB.neurolectin_mucosa.inflammatory (Tier: relevant)
FIB.neurolectin_mucosa.nerve_interface (Tier: relevant)
FIB.neurolectin_mucosa.remodeling_repair (Tier: relevant)
194 cells — complete matches6931,237
ENSG0000029976901-High0.465.32G1C1———333727
TAPBPL01-High0.465.09G1C1——EPI.cervical_suprabasal.secretory_vesicle (L2)1736
C1orf11501-High0.455.18G1C1——33 cells — complete matches42112
ENSG0000028697401-High0.454.03G1C1———95225
VAMP101-High0.443.30G1C1——27 cells — complete matches1249
ENSG0000027623201-High0.443.16G1C1———824
SCARNA1001-High0.443.16G1C1———824
ENSG0000029974701-High0.383.08G1C1———346745
MICA-AS102-Medium0.549.58G1C2———210470
OSR102-Medium0.5423.21G2C2ASPC.niche_keeping_progenitor (L2)pericyte (Tier: specific)
FIB.interstitial (Tier: specific)
ASPC.baseline (Tier: specific)
FIB.suburothelial.homeostasis_matrix (Tier: specific)
smooth_muscle_cell (Tier: relevant)
FIB.barrier_secretory (Tier: relevant)
FIB.neurolectin_mucosa (Tier: relevant)
SMC.smooth_muscle_cell (Tier: relevant)
FIB.neurolectin_mucosa.axon_responsive (Tier: relevant)
FIB.neurolectin_mucosa.inflammatory (Tier: relevant)
FIB.neurolectin_mucosa.nerve_interface (Tier: relevant)
FIB.neurolectin_mucosa.remodeling_repair (Tier: relevant)
FIB.reticular.ECM_builder (Tier: relevant)
SMC.contractile (Tier: relevant)
58 cells — complete matches15
ENSG0000028858702-Medium0.539.38G1C2———257555
MICA02-Medium0.539.00G1C2——7 cells — complete matches277593
AIF102-Medium0.527.54G1C2IPSC.mesodermal_primed (L2), T.CD4_Tcm.stress (L2)monocyte (Tier: specific)
MONO.CD14 (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
118 cells — complete matches433801
HCP502-Medium0.5112.12G1C2———510867
CFB02-Medium0.501.88G1C2EPI.hepatic_ductular_cholangiocyte.acute_phase_complement (L2), MAC.LAM.lipid_opsonization (L2), MAC.alveolar.scavenging_endocytic (L2), MAC.resident_repair.ECM_stromal_crosstalk (L2)FIB.barrier_secretory (Tier: relevant)
FIB.neurolectin_mucosa.nerve_interface (Tier: relevant)
94 cells — complete matches5081,239
HLA-DQB202-Medium0.507.22G1C2——60 cells — complete matches205497
MICB02-Medium0.499.26G1C2——43 cells — complete matches294633
ENSG0000023390202-Medium0.489.91G1C2———150247
HSPA1B02-Medium0.486.79G1C2ASTRO.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)FIB.neurolectin_mucosa.inflammatory (Tier: relevant)
FIB.neurolectin_mucosa.nerve_interface (Tier: relevant)
MUSC.baseline (Tier: relevant)
88 cells — complete matches60376
CLIC102-Medium0.488.01G1C2PC.IgG_systemic.secretory (L2)—10 cells — complete matches159256
CSNK2B02-Medium0.488.02G1C2———54128
ENSG0000026302002-Medium0.487.94G1C2———54128
HLA-B02-Medium0.478.15G1C2EC.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)FIB.neurolectin_mucosa.nerve_interface (Tier: relevant)
FIB.reticular.ECM_builder (Tier: relevant)
130 cells — complete matches493836
MIR689102-Medium0.478.03G1C2———474812
GPANK102-Medium0.477.47G1C2——6 cells — complete matches2743
ENSG0000029842602-Medium0.466.13G1C2———317607
NKX2-302-Medium0.469.43G1C2——29 cells — complete matches00
FBN202-Medium0.466.81G1C2NEU.INH_PVALB.metabotropic (L2)MONO.CD14.APC_like (Tier: specific)29 cells — complete matches919
ENSG0000030194802-Medium0.457.96G1C2———217398
HLA-DPA302-Medium0.457.72G1C2———217398
APOM02-Medium0.458.63G1C2EPI.ileal_bile_transport.absorptive_xenobiotic (L2)—13 cells — complete matches1416
SNHG3202-Medium0.457.85G2C1———3869
BAG602-Medium0.458.58G1C2——MONO.CD16.inflammatory (L2)73116
SNORD5202-Medium0.447.15G2C1———3255
RXRB02-Medium0.446.52G1C2——8 cells — complete matches1129
MSH502-Medium0.449.11G1C2——13 cells — complete matches714
HSD17B802-Medium0.445.42G1C2——6 cells — complete matches38
SAPCD1-AS102-Medium0.437.64G1C2——MAC.LAM.perivascular_angiocrine (L2)2756
LINC0147502-Medium0.4310.02G1C2—FIB.adventitial.adhesion_lipid (Tier: specific)27 cells — complete matches00
TNXB02-Medium0.434.58G2C1GRANU.neutrophil.antiviral_endotoxin (L2)FIB.interstitial (Tier: specific)
FIB.barrier_secretory (Tier: relevant)
ASPC.stem_like_progenitor (Tier: relevant)
27 cells — complete matches153526
HLA-DQB102-Medium0.433.95G1C2MONO.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)MONO.CD14 (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
133 cells — complete matches7031,314
MSH5-SAPCD102-Medium0.427.40G1C2——15 cells — complete matches713
COL11A202-Medium0.427.87G2C2——17 cells — complete matches205381
SLC27A602-Medium0.422.74G1C2—MUSC.baseline (Tier: relevant)42 cells — complete matches816
ENSG0000030302902-Medium0.423.58G1C2———234380
RNF502-Medium0.426.31G2C2——SKM.type_1_slow (L1S), EPI.salivary_serous_acinar.secretory_active (L2), SKM.type_1_slow.oxidative (L2)128173
SLC44A402-Medium0.415.81G1C2EPI.hepatic_ductular_cholangiocyte.ion_transport (L2), EPI.intrahepatic_cholangiocyte_transport.mucin_secretory (L2), EPI.pancreatic_ductal_bicarbonate.barrier_mucin (L2)—46 cells — complete matches2331
ENSG0000031010402-Medium0.415.65G1C2———930
GPR3502-Medium0.413.03G1C2—monocyte (Tier: specific)
MONO.CD14 (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
78 cells — complete matches1436
PANCR02-Medium0.4012.62G2C2—FIB.adventitial.adhesion_lipid (Tier: specific)6 cells — complete matches00
PITX202-Medium0.4010.65G2C2—FIB.suburothelial.homeostasis_matrix (Tier: specific)
FIB.suburothelial.contractile_myofibroblast (Tier: relevant)
MUSC.baseline (Tier: relevant)
31 cells — complete matches00
SNORD4802-Medium0.408.24G2C2———16
ENSG0000029446602-Medium0.404.50G1C2———58138
HLA-DQA202-Medium0.398.94G2C2T.CD4_Trm.metal_stress (L2), T.CD4_transitional.APC_interacting (L2)MONO.CD14.APC_like (Tier: specific)127 cells — complete matches173495
TSBP1-AS102-Medium0.395.84G2C2———106195
C6orf4702-Medium0.398.34G2C2——11 cells — complete matches86156
NFKBIL102-Medium0.394.82G2C2——4 cells — complete matches101243
PRRC2A02-Medium0.387.13G1C2———110204
MIR683202-Medium0.387.09G1C2———99170
MICB-DT02-Medium0.388.16G2C2———131286
ENSG0000030175302-Medium0.386.00G2C2———824
ENSG0000030189802-Medium0.387.09G2C2———00
MPIG6B02-Medium0.387.24G2C2MONO.CD14.platelet_bound (L2), MONO.CD16.platelet_bound (L2)FIB.reticular.ECM_builder (Tier: relevant)27 cells — complete matches115
ATP6V1G202-Medium0.375.13G2C2—MONO.CD14.APC_like (Tier: specific)12 cells — complete matches73194
ATP6V1G2-DDX39B02-Medium0.375.06G2C2—MONO.CD14.APC_like (Tier: specific)11 cells — complete matches69185
LINC0137602-Medium0.3720.15G2C2——10 cells — complete matches1220
SALL402-Medium0.375.75G1C2——9 cells — complete matches35
AGPAT102-Medium0.376.37G2C2——6 cells — complete matches2758
AQP12B02-Medium0.364.62G1C2EPI.pancreatic_acinar.baseline (L2), EPI.pancreatic_acinar.metabolic_onecarbon (L2)—9 cells — complete matches1024
ENSG0000029704002-Medium0.369.90G2C2———180389
MCCD102-Medium0.364.22G2C2———35113
LY6G5B02-Medium0.368.14G2C2——26 cells — complete matches1117
ENSG0000021915902-Medium0.364.12G1C2———1023
CAPN1002-Medium0.352.94G1C2——17 cells — complete matches1132
NEU102-Medium0.346.06G2C2——7 cells — complete matches2637
DDX39B02-Medium0.335.16G2C2———112383
SNORD8402-Medium0.325.40G2C2———59180
TNF02-Medium0.323.30G2C2B.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)MONO.CD14.APC_like (Tier: specific)111 cells — complete matches75194
DDX39B-AS102-Medium0.324.77G2C2——12 cells — complete matches56182
ENSG0000029976002-Medium0.324.77G2C2———56182
ATF6B02-Medium0.314.34G2C2——B.age_associated.naive_transitional (L2), EC.lymphatic.valve (L2)71164
ENSG0000029111102-Medium0.316.57G2C2———212386
EHMT2-AS102-Medium0.314.35G2C2——16 cells — complete matches45
LTA02-Medium0.313.30G1C2——105 cells — complete matches226418
HLA-DPB202-Medium0.306.11G2C2———211384
TIFA02-Medium0.304.00G1C2——21 cells — complete matches23
ENSG0000028940602-Medium0.303.55G1C2———201390
ENSG0000028482902-Medium0.304.57G2C2———41114
FKBPL02-Medium0.304.37G2C2—FIB.barrier_secretory (Tier: relevant)19 cells — complete matches46125
ALPK102-Medium0.305.67G1C2——16 cells — complete matches11
DLEU102-Medium0.309.68G2C2EPI.pancreatic_ductal_mucinous.mucin_rich_barrier (L2)—25 cells — complete matches76
LST102-Medium0.305.17G1C2granulocyte (L1), macrophage (L1), monocyte (L1), MAC.MDM (L1S), MONO.CD16 (L1S), ILC2.activated (L2), MAC.MDM.inflammatory_phagocytic (L2), MONO.CD14.baseline (L2)monocyte (Tier: specific)
MONO.CD14 (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
106 cells — complete matches183440
LTB02-Medium0.293.81G1C2T.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)MONO.CD14.APC_like (Tier: specific)165 cells — complete matches127281
RAB3GAP202-Medium0.295.15G2C2——15 cells — complete matches915
ENSG0000022983602-Medium0.261.10G2C2———54
AP1AR02-Medium0.242.84G1C2——13 cells — complete matches22
AP1AR-DT02-Medium0.232.47G1C2———22

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.