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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.

GCST90314101 · All tissues

CLEC1B/PPP1R2 ratio: 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: CLEC1B/PPP1R2 ratio

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)
1monocyte19.54Significant3.30e-491.42Specific2,1763,871
2hepatocyte9.54Significant2.53e-141.20Specific1,5153,822
3platelet9.15Significant—1.27Relevant85104
4haematopoietic_progenitor_cell8.53Significant0.151.18Relevant262502
5macrophage6.58Significant5.65e-041.11Specific8131,732
6granulocyte5.42Nominal1.001.10Other56
7dendritic_cell5.07Nominal1.001.02Other496724
8endothelial_cell3.30Nominal1.001.00Other373974
9natural_killer_cell2.74Nonsignificant1.001.01Other1,2042,052
10astrocyte2.05Nonsignificant1.000.97Other2561,203
11T_cell1.11Nonsignificant1.000.77Other470959
12innate_lymphoid_cell_20.87Nonsignificant1.000.92Other38
13oligodendrocyte_precursor_cell0.49Nonsignificant1.000.57Other4611,454
14pericyte0.46Nonsignificant1.000.57Other128517
15microglia0.45Nonsignificant1.000.48Other61129
16neuron0.43Nonsignificant1.000.51Other3301,328
17skeletal_muscle_cell0.40Nonsignificant1.000.59Other9442,600
18smooth_muscle_cell0.31Nonsignificant1.000.51Other27139
19epithelial_cell0.29Nonsignificant1.000.54Other2447
20mesothelial_cell0.26Nonsignificant1.000.62Other636
21B_cell0.26Nonsignificant1.000.58Other356694
22plasma_cell0.22Nonsignificant1.000.44Other1724
23cardiomyocyte0.20Nonsignificant1.000.50Other5332,045
24muscle_stem_cell0.16Nonsignificant1.000.66Other727
25schwann_cell0.07Nonsignificant1.000.43Other1057
26adipose_stem_and_progenitor_cell0.07Nonsignificant1.000.36Other327954
27thymocyte0.05Nonsignificant1.000.46Other168512
28fibroblast0.03Nonsignificant1.000.33Other184826
29granulosa_cell0.02Nonsignificant1.000.33Other293670
30adipocyte0.02Nonsignificant1.000.34Other33111
31melanocyte2.04e-03Nonsignificant1.000.29Other97309
32chondrocyte3.16e-04Nonsignificant1.000.22Other5481,069
33oligodendrocyte1.84e-04Nonsignificant1.000.45Other3851,507
34induced_pluripotent_stem_cell3.90e-05Nonsignificant1.000.20Other00

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1MONO.CD1422.49Significant2.00e-503.83Specific2,2944,139
2MAC.alveolar18.86Significant2.44e-172.34Specific1,4323,122
3HEP.periportal_metabolic16.47Significant3.00e-502.67Specific1,7504,427
4GRANU.neutrophil12.89Significant9.43e-041.64Specific1,2352,649
5MAC.resident_repair10.87Significant2.11e-112.01Specific7961,426
6DC.pDC10.54Significant2.39e-092.07Specific4961,028
7PLAT.platelet9.15Significant—0.00Relevant3853
8HPC.haematopoietic_progenitor_cell8.53Significant———211370
9EPI.extrahepatic_cholangiocyte8.14Significant—2.68Relevant3771
10HEP.canalicular_transport6.36Significant1.000.43Specific1,2903,434
11MAC.MDM6.32Significant0.511.17Relevant623986
12MAC.proliferating5.94Significant0.511.24Other87253
13EC.capillary5.59Significant7.41e-372.17Other5141,635
14MAC.LAM4.91Nominal1.000.78Other9142,064
15MAC.kupffer4.85Nominal1.000.62Other189530
16DC.cDC24.42Nominal1.000.85Other1,1891,793
17HEP.acute_phase4.34Nominal1.000.02Other1,4413,641
18MONO.CD164.22Nominal1.000.00Other1,3041,835
19EPI.cervical_suprabasal4.09Nominal—2.09Other1450
20EC.liver_sinusoidal3.96Nominal0.661.09Other1,0831,925
21EPI.ectocervical_granular3.75Nominal—2.33Other1123
22EPI.intrahepatic_cholangiocyte_defense3.58Nominal—2.08Other813
23EC.lymphatic3.39Nominal0.451.20Other630998
24NEU.EXC_CT2.96Nonsignificant9.93e-081.45Other362384
25EC.venous2.90Nonsignificant1.000.83Other5161,387
26T.CD8_Tem2.77Nonsignificant5.14e-371.85Other1,0831,857
27MAC.resident_cardiac2.76Nonsignificant1.000.14Other4851,074
28NK.natural_killer_cell2.74Nonsignificant——Other1,2042,045
29EPI.endocervical_secretory2.56Nonsignificant—2.01Other00
30EPI.pancreatic_ductal_mucinous2.53Nonsignificant0.411.20Other219430
31EC.arterial2.25Nonsignificant1.000.44Other356885
32EPI.gastric_foveolar2.17Nonsignificant—1.91Other00
33MAC.resident_iron2.06Nonsignificant1.000.03Other1621
34ASTRO.astrocyte2.05Nonsignificant——Other2281,111
35EPI.skin_keratinocyte_basal2.03Nonsignificant—1.50Other1326
36T.CD8_Tcm2.00Nonsignificant0.031.36Other460926
37EPI.intrahepatic_cholangiocyte_transport1.85Nonsignificant—1.63Other1242
38MAC.microglia_like1.81Nonsignificant1.000.07Other124179
39EPI.renal_distal_tubule1.58Nonsignificant1.001.10Other133361
40T.CD8_transitional1.40Nonsignificant0.031.19Other497932
41T.CD4_Trm1.39Nonsignificant0.121.19Other176363
42EPI.ileal_bile_transport1.37Nonsignificant0.411.22Other6193
43T.gamma_delta1.34Nonsignificant0.561.09Other5881,078
44T.CD4_Tcm1.29Nonsignificant0.561.04Other494988
45T.CD4_cytotoxic1.25Nonsignificant0.561.09Other8551,493
46EPI.skin_sebaceous_duct_luminal1.21Nonsignificant0.821.14Other100249
47GRANU.MAST1.13Nonsignificant1.000.00Other56
48T.MAIT1.10Nonsignificant0.271.16Other469855
49EPI.hepatic_ductular_cholangiocyte1.05Nonsignificant1.001.11Other83243
50T.CD4_Tem1.03Nonsignificant0.761.02Other365697
51EPI.skin_keratinocyte_progenitor0.99Nonsignificant—1.19Other03
52T.CD8_Trm0.98Nonsignificant1.000.83Other211346
53T.CD4_Th170.92Nonsignificant1.000.75Other421794
54ILC2.innate_lymphoid_cell_20.87Nonsignificant——Other20
55T.CD4_Tfh0.81Nonsignificant1.000.81Other4745
56DC.cDC10.73Nonsignificant1.000.11Other55112
57T.CD4_naive0.71Nonsignificant1.000.51Other399866
58EPI.ileal_enterocyte_absorptive0.69Nonsignificant0.411.15Other118338
59T.CD4_transitional0.65Nonsignificant1.000.53Other48110
60HEP.pericentral_lipoprotein0.63Nonsignificant—0.00Other00
61T.CD4_Th20.58Nonsignificant—0.00Other12
62SKM.type_1_slow0.53Nonsignificant5.16e-182.97Other9232,478
63OPC.oligodendrocyte_precursor_cell0.49Nonsignificant——Other4131,269
64PERI.pericyte0.46Nonsignificant——Other1170
65MG.microglia0.45Nonsignificant——Other490
66EPI.renal_thick_ascending_limb0.42Nonsignificant1.000.97Other4531,153
67EPI.colonic_tuft0.40Nonsignificant—0.84Other724
68NEU.INH_VIP0.40Nonsignificant0.381.13Other241366
69B.naive0.39Nonsignificant5.03e-051.13Other307595
70EPI.renal_proximal_tubule0.38Nonsignificant1.001.06Other525806
71EPI.salivary_mucous_acinar0.37Nonsignificant1.000.98Other6391,189
72DC.mig0.36Nonsignificant—0.00Other89156
73EC.heart_remodeling0.35Nonsignificant1.000.00Other5691,594
74T.CD8_naive0.35Nonsignificant1.000.26Other317708
75EPI.thymic_cortical0.32Nonsignificant1.000.98Other442824
76SMC.smooth_muscle_cell0.31Nonsignificant——Other20101
77SKM.type_2_fast0.30Nonsignificant0.990.42Other9722,639
78EPI.renal_intercalated_cell_type_B0.29Nonsignificant—0.75Other67
79MESO.mesothelial_cell0.26Nonsignificant——Other218
80PC.IgG_systemic0.25Nonsignificant0.401.14Other4160
81FIB.transitioning0.24Nonsignificant0.621.15Other172497
82EPI.renal_principal_cell0.22Nonsignificant1.001.01Other207403
83PC.IgA_muocsal0.22Nonsignificant0.550.98Other1831
84NEU.EXC_NTNG10.21Nonsignificant—0.56Other00
85EPI.salivary_serous_acinar0.20Nonsignificant1.000.88Other233531
86CM.cardiomyocyte0.20Nonsignificant——Other5242,032
87EPI.pancreatic_ductal_bicarbonate0.19Nonsignificant1.001.02Other131548
88EPI.tracheal_basal0.19Nonsignificant1.000.89Other3981,120
89MUSC.muscle_stem_cell0.16Nonsignificant——Other418
90FIB.perivascular_interface0.16Nonsignificant0.621.15Other00
91B.age_associated0.15Nonsignificant1.000.91Other207350
92EPI.bile_duct_cholangiocyte0.13Nonsignificant1.000.85Other3760
93FIB.reticular0.13Nonsignificant0.791.06Other1987
94NEU.INH_LAMP50.13Nonsignificant1.000.71Other263532
95EPI.ileal_enterocyte_crypt0.12Nonsignificant1.000.84Other67113
96FIB.tracheal_subepithelial0.12Nonsignificant—1.10Other00
97B.memory0.11Nonsignificant1.000.91Other442882
98NEU.EXC_SYT20.11Nonsignificant—0.01Other4077
99EPI.colonic_enteroendocrine0.08Nonsignificant—0.04Other11
100SCHWN.schwann_cell0.07Nonsignificant——Other733
101ASPC.adipose_stem_and_progenitor_cell0.07Nonsignificant——Other324930
102EPI.skin_sweat_duct_keratinocyte0.07Nonsignificant0.411.20Other146301
103T.CD4_Treg0.06Nonsignificant1.002.49e-03Other244511
104NEU.EXC_IT0.06Nonsignificant1.000.16Other411192
105EPI.renal_intercalated_cell_type_A0.06Nonsignificant1.000.74Other67142
106FIB.hepatic_stellate_cell0.05Nonsignificant—1.03Other64252
107THYMO.thymocyte0.05Nonsignificant——Other163495
108NEU.INH_PVALB0.05Nonsignificant1.000.35Other193183
109EPI.renal_immature_ureteric_bud0.04Nonsignificant0.551.13Other217569
110FIB.skin_sheath0.04Nonsignificant0.921.03Other49118
111FIB.interstitial0.04Nonsignificant0.621.05Other288940
112EPI.salivary_myoepithelial0.03Nonsignificant1.000.74Other191714
113EPI.lung_club_secretory0.03Nonsignificant1.000.93Other514
114EPI.tracheal_submucosal_gland0.03Nonsignificant—0.13Other00
115FIB.lung_alveolar0.02Nonsignificant—0.66Other615
116GRNLSA.granulosa_cell0.02Nonsignificant——Other2570
117EPI.salivary_duct_excretory0.02Nonsignificant1.000.87Other85180
118ADIPO.adipocyte0.02Nonsignificant——Other2062
119EPI.esophageal_basal0.02Nonsignificant1.000.68Other410
120FIB.suburothelial0.01Nonsignificant1.000.81Other122432
121EPI.colonocyte0.01Nonsignificant1.000.88Other294815
122EPI.thymic_medullary9.67e-03Nonsignificant1.000.62Other26133
123EPI.skin_hair_follicle_bulge8.43e-03Nonsignificant1.000.60Other51178
124FIB.adventitial8.33e-03Nonsignificant1.000.77Other2681,447
125EPI.tracheal_suprabasal7.28e-03Nonsignificant1.000.68Other2956
126FIB.skin_neurosecretory6.78e-03Nonsignificant—0.50Other00
127FIB.neurolectin_mucosa6.75e-03Nonsignificant1.000.84Other133394
128FIB.barrier_purinergic6.56e-03Nonsignificant—0.41Other13
129EPI.lung_multiciliated5.79e-03Nonsignificant1.000.63Other1649
130EPI.pancreatic_ductal_perivascular5.29e-03Nonsignificant1.000.75Other430
131FIB.skin_tenogenic3.94e-03Nonsignificant—0.39Other108227
132EPI.pancreatic_islet3.19e-03Nonsignificant1.000.55Other52132
133EPI.pancreatic_acinar2.81e-03Nonsignificant1.000.69Other4291,475
134EPI.salivary_duct_ion_transport2.53e-03Nonsignificant1.000.58Other511
135EPI.skin_follicular_keratinizing2.33e-03Nonsignificant1.000.54Other3081
136EPI.salivary_intercalated_defense2.27e-03Nonsignificant1.000.59Other81161
137MEL.melanocyte2.04e-03Nonsignificant——Other79242
138EPI.alveolar_type_11.97e-03Nonsignificant1.000.56Other26101
139EPI.skin_hair_follicle_companion1.83e-03Nonsignificant—0.00Other812
140EPI.pancreatic_ductal_progenitor1.82e-03Nonsignificant1.000.50Other234873
141EPI.alveolar_type_21.46e-03Nonsignificant1.000.48Other8131,853
142EPI.ileal_goblet1.42e-03Nonsignificant1.000.77Other181432
143EPI.skin_keratinocyte_proliferating1.16e-03Nonsignificant1.000.69Other4776
144EPI.skin_appendage_keratinocyte8.03e-04Nonsignificant1.000.47Other87222
145FIB.skin_papillary6.51e-04Nonsignificant—0.00Other00
146FIB.barrier_secretory3.36e-04Nonsignificant1.000.62Other81228
147CHOND.chondrocyte3.16e-04Nonsignificant——Other519730
148EPI.skin_interfollicular_spinous2.55e-04Nonsignificant1.000.41Other260563
149OLG.oligodendrocyte1.84e-04Nonsignificant——Other3841,397
150B.germinal_center1.15e-04Nonsignificant1.000.41Other233655
151EPI.esophageal_suprabasal4.75e-05Nonsignificant1.000.27Other158404
152IPSC.induced_pluripotent_stem_cell3.90e-05Nonsignificant——Other00

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1MONO.CD14.cord_tolerance27.89Significant8.74e-031.94—864753
2HPC.MPP_activated27.52Significant—1.76—00
3MAC.alveolar.scavenging_endocytic24.89Significant—0.87Relevant140283
4MONO.CD14.baseline24.33Significant1.28e-092.13—2,26876
5MONO.CD14.platelet_bound22.35Significant1.000.80—964176
6MONO.CD14.remodeling21.84Significant1.000.76—2,373295
7MAC.alveolar.biosynthetic_sterol_heme21.25Significant0.341.60—34740
8HEP.periportal_metabolic.acute_phase_barrier20.45Significant7.54e-032.11—533138
9MAC.alveolar.stress_metabolic18.51Significant0.780.66Relevant116148
10HEP.periportal_metabolic.inflammatory_activated18.48Significant0.161.45Specific7121,610
11HEP.periportal_metabolic.xenobiotic_detox18.47Significant0.021.84—1,440139
12MAC.alveolar.inflammatory17.78Significant0.780.68Relevant208312
13HEP.periportal_metabolic.stress_checkpoint16.42Significant0.021.90Specific234786
14HEP.periportal_metabolic.canonical_urea_cycle16.28Significant0.651.01—1,464269
15MAC.alveolar.capillary_interacting16.28Significant0.780.65Relevant113181
16MAC.alveolar.lipid_autophagy16.24Significant—0.00Relevant3544
17GRANU.neutrophil.tissue_patrolling15.00Significant—1.28Relevant00
18MAC.resident_repair.stress_iron13.91Significant0.052.12Relevant4897
19HEP.periportal_metabolic.urea_onecarbon_secretory13.52Significant0.990.29Specific1,3323,053
20GRANU.neutrophil.antiviral_endotoxin12.78Significant—0.00Relevant00
21MONO.CD14.APC_like12.63Significant1.000.06Specific1,6862,493
22T.CD4_naive.activated_stress12.13Significant2.66e-052.09Specific339429
23MAC.resident_repair.ECM_stromal_crosstalk12.05Significant0.181.60Relevant95158
24DC.pDC.poised_migratory11.60Significant0.391.66Relevant5495
25PLAT.megakaryocytic11.57Significant—0.97—00
26MONO.CD14.repair_M2_like11.53Significant1.000.03Relevant5501,495
27GRANU.neutrophil.primed_degranulation11.22Significant—0.00—00
28HEP.periportal_metabolic.stress_chaperone10.97Significant—0.00Relevant66128
29MAC.resident_repair.chemokine_angiocrine10.89Significant0.920.94Relevant87138
30DC.pDC.baseline10.40Significant0.940.67Relevant88123
31HEP.periportal_metabolic.apolipoprotein_secretory10.30Significant0.990.12Relevant43110
32DC.pDC.immature_metabolic9.73Significant0.940.26Relevant78124
33HPC.GMP_inflammatory9.59Significant0.860.81—2010
34DC.cDC2.monocyte_like9.55Significant2.45e-031.89Specific1,285791
35MAC.resident_repair.antigen_presenting9.31Significant0.990.13—244113
36HEP.canalicular_transport.sterol_lipid_biosynthesis9.03Significant—0.71Relevant1020
37HPC.LMPP8.78Significant0.860.98—6531
38MONO.CD14.inflammatory8.76Significant1.000.02—92134
39EPI.extrahepatic_cholangiocyte.mucin_secretory8.64Significant—0.00Relevant00
40MAC.resident_repair.lipid_phagocytic8.37Significant0.990.33Relevant228604
41HEP.canalicular_transport.inflammatory8.16Significant1.21e-072.44—1,335194
42PLAT.adhesion7.74Significant—0.00Relevant00
43HPC.MEP7.73Significant0.561.30Other5991,195
44EC.liver_sinusoidal.prostanoid7.69Significant—1.07Relevant1164
45EPI.extrahepatic_cholangiocyte.barrier_interface7.60Significant—0.00Relevant00
46EPI.ectocervical_granular.immune_interact7.27Significant—1.15Relevant00
47MAC.MDM.complement_resolving6.97Significant0.561.43Relevant440860
48T.CD8_Tcm.NK_like6.84Significant3.43e-061.90Specific334581
49EC.capillary.stress6.72Significant0.301.52Relevant4436
50MAC.MDM.inflammatory_phagocytic6.50Significant0.651.18—19952
51MAC.MDM.LAM_like6.48Significant0.671.00Relevant1214
52HEP.canalicular_transport.baseline6.46Significant0.990.91Relevant199477
53MAC.kupffer.fibrogenic6.41Significant—0.80Relevant00
54MAC.LAM.lipid_opsonization6.40Significant3.82e-032.32Specific4514
55EC.capillary.migratory6.35Significant0.751.24Relevant181509
56ASTRO.A1_reactive6.23Significant6.72e-031.36Specific433394
57HEP.acute_phase.complement_metabolic6.23Significant5.13e-082.55Specific1,4233,464
58MAC.kupffer.monocyte_like6.03Significant—0.51Relevant00
59EC.capillary.angiocrine5.98Significant0.840.95Relevant250630
60MAC.proliferating.DNA_replication5.95Significant0.620.94Other36
61MAC.proliferating.stress5.90Significant—0.11Other87136
62EC.capillary.postcap_venule5.82Significant0.840.89Other355261
63EPI.ectocervical_granular.inflammatory5.76Significant—0.32Relevant00
64HPC.MPP_IEG5.75Significant0.860.66Other4546
65MONO.CD16.inflammatory5.68Significant1.26e-042.07Other1,640168
66EC.capillary.baseline5.64Significant0.751.13Other246560
67HEP.acute_phase.hypoxia_lipid5.63Significant—0.57Relevant00
68HEP.canalicular_transport.secretory_ERAD_UPR5.44Nominal0.990.68Other23228
69HEP.canalicular_transport.pericentral_like_hypoxia5.37Nominal0.990.52Other3268
70EC.lymphatic.scavenger5.28Nominal0.071.54Other203257
71MONO.CD16.hepatic_mac_like5.23Nominal0.021.71Other803117
72MAC.kupffer.inflammatory5.19Nominal—0.17Other74
73MAC.LAM.inflammatory_APC5.18Nominal0.990.83Other872165
74MAC.MDM.APC_dendritic5.15Nominal0.910.47Other4815
75EPI.cervical_suprabasal.secretory_vesicle5.07Nominal—0.00Other00
76MAC.kupffer.tolerogenic5.00Nominal—0.24Other4549
77HEP.canalicular_transport.injury_stress5.00Nominal0.990.57Other28924
78MAC.LAM.perivascular_angiocrine4.93Nominal—0.28Other53138
79MAC.kupffer.stress4.91Nominal0.590.91Other93
80DC.cDC2.migratory4.89Nominal0.631.26Other18539
81EC.venous.adipose_lipid4.84Nominal7.96e-042.17Other254476
82HEP.canalicular_transport.ductular_like_transition4.76Nominal0.990.37Other40087
83EC.capillary.inflammatory4.75Nominal0.990.60Other2751
84NK.adaptive_immature_precursor4.72Nominal9.41e-082.71Other358111
85MONO.CD16.platelet_bound4.65Nominal0.091.64Other372508
86EPI.skin_keratinocyte_basal.spinous_transition4.58Nominal—0.97Other00
87MAC.resident_cardiac.inflammatory_reparative4.58Nominal0.022.13Other3196
88MAC.LAM.anti_inflammatory4.54Nominal0.991.09Other86132
89EPI.renal_distal_tubule.immune_modulatory4.47Nominal—1.34Other00
90NEU.EXC_CT.Ca2_signaling4.44Nominal—1.22Other6817
91EPI.intrahepatic_cholangiocyte_defense.secretory_barrier4.43Nominal—0.42Other00
92EC.liver_sinusoidal.remodeling_lipotoxicity4.41Nominal—0.56Other9058
93EC.capillary.activated4.37Nominal0.840.91Other25
94MAC.LAM.antimicrobial4.36Nominal0.990.50Other38993
95EC.liver_sinusoidal.inflammatory4.19Nominal—0.25Other223154
96HEP.acute_phase.inflammatory4.11Nominal1.000.94Other382649
97HPC.GMP_granulocytic3.99Nominal—0.00Other33
98EPI.ectocervical_granular.secretory_apocrine3.95Nominal—0.00Other00
99MONO.CD16.baseline3.95Nominal0.541.06Other501
100ASTRO.stress_acute3.92Nominal1.001.01Other6056
101MAC.resident_iron.heme_recycling3.90Nominal—1.06Other3037
102T.CD8_Tem.TEMRA3.78Nominal2.68e-062.30Other9201,088
103MAC.LAM.lipid_phagocytosis3.76Nominal0.990.21Other369328
104EC.liver_sinusoidal.hypoxia_metabolic3.73Nominal0.181.69Other183107
105EC.venous.remodeling_stalk3.72Nominal0.371.22Other559566
106DC.cDC2.adhesion_signaling3.69Nominal0.800.86Other359
107EC.arterial.arteriole_interface3.67Nominal0.301.30Other3112
108NK.adaptive_terminal_cytotoxic3.65Nominal1.96e-032.01Other485802
109NK.adaptive_axis_baseline3.62Nominal8.16e-041.96Other1,008153
110HEP.acute_phase.baseline3.61Nominal1.000.36Other94619
111EC.venous.quiescent_homeostatic3.61Nominal0.051.64Other456360
112DC.cDC2.pro_inflammatory3.61Nominal0.800.84Other35
113EPI.endocervical_secretory.squamous_barrier3.58Nominal—0.67Other00
114EC.venous.activated3.57Nominal7.71e-031.81Other247752
115EC.liver_sinusoidal.stress3.51Nominal—0.06Other413158
116EC.lymphatic.baseline3.44Nominal0.071.54Other3872
117NK.adaptive_classII_inhibitory3.41Nominal6.45e-031.89Other880154
118EC.arterial.ion_pump3.35Nominal0.301.37Other32
119NK.adaptive_adipose_stress3.30Nominal0.161.50Other37439
120EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo3.30Nominal—0.73Other00
121HEP.acute_phase.stress_secretory3.25Nominal1.000.48Other263
122DC.cDC2.tolerogenic_regulatory3.24Nominal0.830.71Other444
123EPI.pancreatic_ductal_mucinous.mucin_rich_barrier3.24Nominal0.041.68Other4491,034
124NK.adaptive_HLAE_tuned3.24Nominal8.08e-041.99Other1,124189
125EC.arterial.arteriole_gas_exchange3.22Nominal0.011.55Other238131
126EC.capillary.angiogenic_tip3.15Nominal0.990.25Other186218
127EPI.cervical_suprabasal.inflammatory_repair3.10Nominal—0.00Other00
128EPI.hepatic_ductular_cholangiocyte.acute_phase_complement3.09Nominal—1.22Other00
129T.CD8_Tem.early_helper_like3.08Nominal0.401.30Other445755
130NK.adaptive_biosynthetic_primed3.08Nominal0.211.46Other244405
131EC.arterial.angiogenic_tip3.08Nominal—0.54Other3037
132ASTRO.neuromodulatory2.97Nonsignificant1.000.94Other34172
133NK.cytokine_lung_immediate_early2.97Nonsignificant0.021.90Other424274
134DC.cDC2.antiviral2.89Nonsignificant0.800.91Other10037
135NEU.EXC_CT.projector2.88Nonsignificant0.700.74Other8726
136EPI.skin_keratinocyte_basal.transit_amplifying2.85Nonsignificant—0.00Other00
137MONO.CD16.patrolling2.83Nonsignificant1.000.18Other797216
138T.CD8_Tem.signaling_turnover2.76Nonsignificant0.671.14Other425683
139T.CD8_transitional.stress2.75Nonsignificant—0.56Other2434
140MAC.microglia_like.inflammatory_chemokine2.71Nonsignificant—0.61Other2032
141NK.cytokine_quiescent2.64Nonsignificant1.000.92Other6231,062
142HEP.acute_phase.complement_antiviral2.63Nonsignificant1.000.09Other377751
143MAC.resident_cardiac.phagocytic_homeostasis2.62Nonsignificant0.900.52Other5641,221
144EPI.intrahepatic_cholangiocyte_defense.raft_maturation2.61Nonsignificant—0.00Other00
145EC.lymphatic.tip_migratory2.59Nonsignificant0.880.64Other2337
146T.CD8_Tem.motility_primed2.56Nonsignificant0.990.76Other2694
147EC.liver_sinusoidal.secretory_lipoprotein2.56Nonsignificant1.000.00Other12070
148T.CD8_Tem.stress_adapted2.54Nonsignificant0.990.66Other607520
149T.CD4_Trm.metal_stress2.45Nonsignificant0.101.61Other3458
150EC.lymphatic.activated2.45Nonsignificant0.880.70Other4773
151DC.cDC2.proliferative2.42Nonsignificant—0.00Other3971
152EC.venous.baseline2.40Nonsignificant1.000.09Other346807
153MAC.resident_iron.APC_iron_sensing2.40Nonsignificant0.251.41Other211114
154EC.arterial.mito_contact2.40Nonsignificant0.661.10Other145
155NEU.EXC_CT.Ca2_sensor2.39Nonsignificant—0.00Other00
156T.CD4_Tcm.Th2_like2.36Nonsignificant0.221.52Other2355
157EC.arterial.inflammatory2.34Nonsignificant1.000.84Other6350
158ASTRO.hypoxia_angiogenic2.31Nonsignificant1.001.16Other518
159MAC.resident_cardiac.antigen_presenting2.30Nonsignificant0.880.89Other5227
160NEU.EXC_CT.remodeling2.30Nonsignificant—0.00Other231
161T.CD4_Tcm.baseline2.28Nonsignificant2.92e-031.73Other6131
162NK.cytokine_vascular_patrolling2.27Nonsignificant1.000.31Other86394
163NK.cytokine_axis_baseline2.25Nonsignificant1.000.35Other1,172116
164NK.cytokine_biosynthetic_primed2.22Nonsignificant1.000.46Other36021
165NK.cytokine_repair_primed2.20Nonsignificant1.000.60Other26611
166EPI.pancreatic_ductal_mucinous.proliferative_gastric_like2.17Nonsignificant—0.00Other00
167EPI.gastric_foveolar.baseline2.17Nonsignificant—0.00Other00
168EC.venous.cardiac_structural2.16Nonsignificant0.900.73Other102229
169NK.cytokine_tissue_resident2.13Nonsignificant1.000.38Other7482
170T.CD8_Tem.baseline2.12Nonsignificant0.990.39Other458356
171T.CD8_transitional.effector_primed2.08Nonsignificant7.21e-041.59Other435151
172EPI.endocervical_secretory.secretory_translocon2.05Nonsignificant—0.00Other00
173NK.cytokine_tissue_activation2.01Nonsignificant1.000.28Other267450
174HEP.acute_phase.proliferative1.99Nonsignificant—0.00Other46
175MAC.microglia_like.phagocytic_redox1.97Nonsignificant—0.00Other00
176T.CD8_Tcm.helper_like1.90Nonsignificant0.971.06Other81159
177ILC2.quiescent1.87Nonsignificant—0.35Other00
178T.gamma_delta.cytotoxic_effector1.85Nonsignificant3.05e-062.16Other349109
179T.CD4_Tcm.crosstalk_myeloid1.83Nonsignificant0.501.40Other54
180MAC.kupffer.metabolic1.81Nonsignificant—0.00Other2536
181EPI.pancreatic_ductal_mucinous.remodeling_channel_rich1.74Nonsignificant—0.00Other00
182T.CD4_Trm.central_like1.73Nonsignificant0.601.18Other3831
183EPI.hepatic_ductular_cholangiocyte.ion_transport1.72Nonsignificant—1.32Other00
184NK.immature_bridge1.70Nonsignificant1.000.29Other117122
185T.CD4_Trm.baseline1.64Nonsignificant0.601.07Other3121
186T.CD4_cytotoxic.NK_adapted1.62Nonsignificant0.281.64Other8233
187EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro1.62Nonsignificant—0.80Other00
188ASPC.mesothelial_like1.59Nonsignificant2.13e-041.53Other143486
189EPI.ectocervical_granular.proliferative_basal1.58Nonsignificant—0.00Other00
190EPI.skin_sebaceous_duct_luminal.ECM_remodelling1.55Nonsignificant0.751.12Other29
191T.MAIT.stress1.55Nonsignificant—1.18Other00
192T.CD8_transitional.early1.54Nonsignificant0.271.18Other32755
193T.CD4_Trm.stress_adaptive1.52Nonsignificant0.601.16Other822
194T.CD8_naive.mito_proteostasis1.49Nonsignificant1.77e-041.82Other428100
195MAC.resident_iron.heme_catabolism1.48Nonsignificant0.910.53Other3051
196EC.arterial.metabolic1.43Nonsignificant1.000.51Other195159
197EPI.intrahepatic_cholangiocyte_transport.mucin_secretory1.42Nonsignificant—0.00Other00
198MAC.resident_iron.redox_metabolic1.41Nonsignificant0.910.56Other44
199T.CD4_Tcm.effector_like1.41Nonsignificant0.571.26Other293533
200EPI.ileal_bile_transport.absorptive_xenobiotic1.41Nonsignificant0.231.54Other1112
201EPI.renal_distal_tubule.stress1.40Nonsignificant—0.14Other00
202T.CD4_Tcm.tissue_homing1.40Nonsignificant0.810.95Other7846
203EPI.skin_keratinocyte_progenitor.activated_stress1.39Nonsignificant—0.38Other00
204T.CD4_cytotoxic.terminal_effector1.38Nonsignificant0.591.18Other28621
205T.CD8_Tcm.baseline1.35Nonsignificant0.980.85Other9089
206T.CD4_Tem.cytotoxic_effector1.30Nonsignificant0.371.25Other225398
207T.gamma_delta.early_effector1.30Nonsignificant0.531.09Other890
208T.CD8_Trm.dendritic_recruiter1.30Nonsignificant0.501.23Other4785
209T.CD4_Trm.activated1.29Nonsignificant0.601.07Other3226
210GRANU.MAST.activated_repair1.28Nonsignificant—0.23Other01
211EC.arterial.homeostatic1.26Nonsignificant1.000.52Other243
212T.CD4_Th17.baseline1.26Nonsignificant0.041.63Other515
213T.CD4_Tcm.secretory1.26Nonsignificant0.810.88Other2011
214T.CD4_Tcm.RNA_control1.25Nonsignificant0.811.02Other964
215EPI.ileal_bile_transport.detox_transcytosis1.24Nonsignificant—0.00Other01
216T.CD8_Trm.homeostatic1.24Nonsignificant0.071.52Other425
217T.CD4_Tcm.retro_ZNF1171.23Nonsignificant0.810.90Other59
218T.CD4_cytotoxic.activated1.21Nonsignificant0.591.16Other31
219T.CD8_Tcm.gut_homing1.20Nonsignificant0.980.44Other380112
220GRANU.MAST.resting_granule1.20Nonsignificant—0.42Other00
221T.CD4_Tcm.regulatory_poised1.20Nonsignificant0.811.01Other23
222T.CD4_Tem.long_term_memory1.19Nonsignificant0.731.02Other314587
223T.MAIT.early_activation1.17Nonsignificant0.661.03Other574
224T.MAIT.cytotoxic1.15Nonsignificant0.680.91Other5215
225B.naive.restrained1.14Nonsignificant0.081.14Other183353
226T.CD8_Trm.inflammatory1.14Nonsignificant0.501.13Other124176
227T.CD4_Tfh.precursor_migratory1.14Nonsignificant0.061.54Other7227
228T.CD8_Tcm.effector_bias1.13Nonsignificant0.980.45Other199329
229EPI.pancreatic_ductal_bicarbonate.repair_actin_junction1.12Nonsignificant—1.04Other00
230T.MAIT.vesicle1.12Nonsignificant0.481.31Other3765
231EC.heart_remodeling.capillary_metabolic1.11Nonsignificant0.351.34Other54414
232T.CD8_transitional.Trm_primed1.11Nonsignificant1.000.78Other10815
233T.CD4_Tcm.synapse_dynamics1.11Nonsignificant0.811.00Other1510
234T.MAIT.quiescent1.11Nonsignificant0.481.28Other1005
235T.MAIT.MAPK_brake1.09Nonsignificant0.481.53Other4466
236EPI.skin_sebaceous_duct_luminal.detox_repair1.05Nonsignificant0.920.39Other13794
237T.CD4_Tfh.canonical_GC_helper1.05Nonsignificant0.471.22Other12
238EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion1.04Nonsignificant—0.08Other53
239T.CD4_Tcm.DC_interact1.04Nonsignificant0.810.97Other7232
240T.CD4_Tcm.Tfh_like1.01Nonsignificant0.811.03Other102214
241ASTRO.immature_lipid1.00Nonsignificant1.000.75Other23113
242EPI.renal_distal_tubule.ciliated_remodelling0.98Nonsignificant—0.39Other00
243EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate0.98Nonsignificant—0.16Other00
244EPI.hepatic_ductular_cholangiocyte.barrier_chemokine0.98Nonsignificant—0.28Other69
245EC.lymphatic.valve0.96Nonsignificant—0.00Other00
246EPI.salivary_serous_acinar.seromucous_like0.96Nonsignificant—1.75Other00
247T.CD4_transitional.baseline0.94Nonsignificant9.53e-031.66Other5997
248T.CD4_Tcm.APC_mimicry0.94Nonsignificant0.810.89Other5443
249T.CD4_Trm.cytotoxic_effector0.92Nonsignificant1.000.47Other11877
250T.CD4_Tcm.stress0.91Nonsignificant1.000.42Other511
251EPI.ileal_enterocyte_absorptive.brush_border0.91Nonsignificant2.10e-052.61Other5801,717
252T.CD4_cytotoxic.baseline0.90Nonsignificant1.000.33Other00
253T.MAIT.migratory0.89Nonsignificant0.970.34Other101
254T.gamma_delta.central_memory0.88Nonsignificant1.000.29Other460919
255DC.cDC1.cross_presenting0.87Nonsignificant—0.52Other00
256B.memory.preactivated0.86Nonsignificant0.101.14Other173174
257T.CD4_Tem.inflammatory0.84Nonsignificant0.730.99Other286
258DC.cDC1.activated0.82Nonsignificant—0.52Other00
259B.naive.activated0.82Nonsignificant0.191.16Other77127
260T.CD4_naive.purinergic0.81Nonsignificant0.861.17Other491
261T.CD4_Th2.precursor0.80Nonsignificant—0.48Other00
262DC.cDC2.lipid_metabolic0.80Nonsignificant—0.00Other00
263EC.heart_remodeling.remodeling_secretory0.80Nonsignificant0.011.34Other6051,341
264EPI.ileal_enterocyte_crypt.villus_transition0.79Nonsignificant—1.67Other710
265T.CD4_naive.neddylation_mitoprot0.79Nonsignificant0.861.09Other9356
266SKM.type_1_slow.oxidative0.76Nonsignificant4.32e-042.14Other802251
267DC.cDC1.homeostatic_inhibitory0.74Nonsignificant—0.17Other00
268T.CD4_Tcm.imprinted_splicing0.71Nonsignificant1.000.29Other617
269EPI.renal_thick_ascending_limb.canonical_salt_transporter0.70Nonsignificant0.391.20Other322317
270T.CD4_Tcm.migratory_cilium0.69Nonsignificant1.000.21Other510
271EPI.renal_thick_ascending_limb.barrier_repair0.68Nonsignificant0.271.33Other141284
272EPI.renal_distal_tubule.ion_transport0.68Nonsignificant—6.94e-17Other00
273HPC.CLP_B_primed0.68Nonsignificant—0.00Other00
274EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit0.67Nonsignificant—0.00Other00
275EPI.pancreatic_ductal_bicarbonate.barrier_mucin0.67Nonsignificant0.741.12Other219533
276T.CD4_naive.neddylation0.65Nonsignificant0.890.99Other104222
277T.CD8_Trm.cytotoxic0.65Nonsignificant1.000.18Other16585
278HEP.pericentral_lipoprotein.UPR_redox0.64Nonsignificant—0.67Other00
279T.CD4_naive.survival_mitoprot0.64Nonsignificant0.890.88Other137
280NEU.INH_VIP.regulatory_remodeling0.64Nonsignificant—0.97Other61
281T.CD4_Tem.transitional_CM0.64Nonsignificant0.820.81Other3120
282HEP.pericentral_lipoprotein.ApoB_coagulation0.63Nonsignificant—0.00Other00
283EPI.renal_principal_cell.inflammatory0.63Nonsignificant0.951.17Other74157
284T.CD4_Th17.migratory0.63Nonsignificant1.000.50Other1323
285T.CD4_naive.homeostatic0.62Nonsignificant0.890.89Other215108
286OPC.premyelinating0.61Nonsignificant0.211.45Other18512
287OPC.proliferative_immune_interact0.61Nonsignificant0.251.32Other180373
288GRANU.MAST.activated_acute0.61Nonsignificant—0.00Other00
289MG.baseline0.61Nonsignificant0.111.41Other165
290ILC2.migratory0.60Nonsignificant—0.23Other00
291T.CD4_naive.survival_neddylation0.59Nonsignificant0.861.29Other2638
292MUSC.activated_migratory0.58Nonsignificant0.731.54Other67
293T.CD4_naive.mature0.58Nonsignificant0.970.79Other211100
294NEU.INH_VIP.serotonergic0.58Nonsignificant—0.63Other92
295T.CD8_Trm.muscosal_Tc170.58Nonsignificant1.000.20Other1938
296PERI.inflammatory0.58Nonsignificant0.011.70Other4077
297EPI.hepatic_ductular_cholangiocyte.secretory_transport0.58Nonsignificant—0.00Other00
298T.CD4_naive.mature_mitoprot0.58Nonsignificant0.970.81Other212476
299NEU.INH_VIP.canonical_disinhibitory0.57Nonsignificant0.071.53Other5938
300PC.IgG_systemic.stress0.56Nonsignificant—1.38Other15
301T.CD4_naive.survival0.56Nonsignificant0.890.93Other1217
302EPI.skin_sweat_duct_keratinocyte.barrier0.56Nonsignificant—1.24Other00
303T.CD4_Trm.helper_like0.55Nonsignificant1.000.12Other84147
304T.CD4_naive.resist_bystander0.54Nonsignificant0.890.90Other4025
305T.CD4_cytotoxic.precursor0.54Nonsignificant1.000.00Other15667
306DC.cDC1.proliferative0.54Nonsignificant—0.00Other00
307EPI.colonic_tuft.homeostatic0.54Nonsignificant—0.42Other00
308T.CD8_transitional.APC_like0.53Nonsignificant1.000.05Other20562
309NEU.INH_VIP.opioid0.53Nonsignificant—0.49Other509
310T.CD4_Th17.cytotoxic0.53Nonsignificant1.000.13Other332123
311EC.heart_remodeling.activated_acute0.53Nonsignificant0.751.16Other102186
312T.CD4_naive.Treg_like0.51Nonsignificant0.861.13Other12172
313T.CD4_transitional.primed_cytotoxic0.51Nonsignificant1.000.64Other2830
314DC.cDC1.baseline0.51Nonsignificant—0.00Other00
315NEU.INH_VIP.enkephalinergic0.50Nonsignificant—0.53Other00
316SKM.type_1_slow.contractile0.50Nonsignificant0.790.97Other5968
317T.CD4_Tfh.effector_migratory0.49Nonsignificant0.980.47Other12257
318FIB.transitioning.ISG_primed_interface0.48Nonsignificant—0.56Other1780
319EPI.ileal_enterocyte_absorptive.villus_tip0.47Nonsignificant1.000.00Other43
320B.naive.proteostasis0.47Nonsignificant0.561.10Other4969
321T.CD8_naive.splicing_enriched0.46Nonsignificant0.591.22Other12016
322MESO.activated_migratory0.46Nonsignificant—0.95Other00
323PERI.cardiac_skeletal0.46Nonsignificant0.910.86Other313630
324ASTRO.A2_reactive0.46Nonsignificant1.000.64Other1037
325EPI.renal_principal_cell.activated_acute0.45Nonsignificant0.951.03Other2959
326CM.inflammatory0.45Nonsignificant—1.93Other00
327T.CD4_transitional.tissue_enagement0.43Nonsignificant1.000.58Other511
328SMC.activated0.42Nonsignificant0.271.27Other25
329PERI.baseline0.41Nonsignificant0.671.10Other3966
330T.CD4_transitional.APC_interacting0.41Nonsignificant1.000.70Other1014
331EPI.renal_proximal_tubule.detox_antioxidant0.40Nonsignificant0.092.06Other39477
332FIB.reticular.immune_interface0.40Nonsignificant—0.31Other16
333SMC.metabolic0.39Nonsignificant0.371.14Other1440
334EPI.renal_thick_ascending_limb.cation_flux0.38Nonsignificant0.960.97Other5795
335EPI.salivary_mucous_acinar.baseline0.37Nonsignificant——Other394683
336NEU.INH_VIP.excitatory_coupled0.36Nonsignificant—0.00Other130
337EPI.thymic_cortical.Notch_interface0.36Nonsignificant—1.23Other82137
338DC.mig.baseline0.36Nonsignificant—0.00Other10
339MAC.resident_iron.stress_tolerogenic0.35Nonsignificant—0.00Other00
340PC.IgG_systemic.secretory0.34Nonsignificant0.871.18Other00
341PERI.angiocrine0.34Nonsignificant0.910.67Other93102
342EPI.renal_proximal_tubule.onecarbon_peroxisome0.34Nonsignificant1.000.00Other5889
343EC.arterial.elastic0.34Nonsignificant1.008.83e-03Other2245
344T.CD4_naive.proteostasis0.34Nonsignificant0.861.15Other149
345T.CD8_naive.nfkb_related0.34Nonsignificant1.000.97Other10
346EPI.thymic_cortical.baseline0.33Nonsignificant0.471.06Other185386
347THYMO.DN_preTCR0.32Nonsignificant0.221.13Other4171
348ASTRO.stress_mito0.32Nonsignificant1.000.78Other47110
349SKM.type_2_fast.oxidative_IIa0.31Nonsignificant0.231.45Other94656
350T.CD4_Tfh.suppression_exhaustion0.31Nonsignificant0.980.34Other02
351T.CD4_naive.proteostasis_mitoprot0.30Nonsignificant0.890.85Other1537
352MESO.baseline0.30Nonsignificant0.550.95Other06
353GRNLSA.angiocrine_mechanosensory0.30Nonsignificant—2.33Other00
354FIB.perivascular_interface.vasomotor_tone0.30Nonsignificant—1.01Other00
355OPC.homeostatic0.29Nonsignificant1.000.08Other394160
356SKM.type_2_fast.glycolytic_IIx_IIb0.29Nonsignificant0.980.32Other5651,482
357EPI.renal_intercalated_cell_type_B.baseline0.29Nonsignificant—0.00Other31
358T.CD8_naive.cytokine_dampened0.28Nonsignificant1.000.71Other714
359EPI.colonic_tuft.activated0.27Nonsignificant—0.00Other00
360NEU.EXC_NTNG1.synaptic0.27Nonsignificant—0.67Other00
361MG.expanding0.27Nonsignificant0.970.72Other21
362NEU.INH_VIP.develop_niche0.27Nonsignificant—0.00Other00
363PC.IgA_muocsal.activated0.27Nonsignificant0.211.23Other178
364T.CD8_naive.vesicle_secretory0.27Nonsignificant1.000.87Other420
365THYMO.DP_early_stress0.26Nonsignificant—1.43Other00
366NEU.INH_VIP.LAMP5_hybrid0.26Nonsignificant—0.00Other19
367MG.phagocytic_APC0.26Nonsignificant0.970.48Other258
368T.CD8_naive.innate_like0.25Nonsignificant1.000.90Other101
369EPI.thymic_cortical.secretory_remodeling0.25Nonsignificant—0.00Other41
370EPI.bile_duct_cholangiocyte.secretory_mucin0.25Nonsignificant—0.76Other712
371T.CD4_Th2.tissue_adapted0.24Nonsignificant—0.00Other00
372B.age_associated.activated0.24Nonsignificant—0.72Other1822
373FIB.transitioning.secretory_procollagen0.24Nonsignificant—0.26Other00
374T.CD4_transitional.primed_helper_effector0.24Nonsignificant1.000.30Other1943
375PC.IgA_muocsal.plasmablast0.23Nonsignificant0.810.94Other54
376ASPC.remodeling0.23Nonsignificant0.241.31Other106354
377CM.mechano_activated0.23Nonsignificant0.691.35Other205134
378EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.23Nonsignificant—0.97Other00
379T.CD8_naive.baseline0.23Nonsignificant1.000.62Other1422
380SKM.type_1_slow.glycolytic0.23Nonsignificant1.000.06Other362647
381NEU.INH_VIP.cannabinoid0.23Nonsignificant—0.00Other00
382NEU.INH_VIP.matrix0.23Nonsignificant—0.00Other2477
383EPI.skin_sebaceous_duct_luminal.immune_interface0.23Nonsignificant—0.00Other00
384EPI.tracheal_basal.activated_stress0.22Nonsignificant0.021.92Other320
385EPI.colonocyte.distal_absorptive0.22Nonsignificant—2.09Other00
386CM.mito_proteostasis0.21Nonsignificant1.000.91Other32929
387CM.baseline0.21Nonsignificant0.341.36Other3930
388PC.IgA_muocsal.baseline0.21Nonsignificant0.211.18Other35
389EPI.salivary_serous_acinar.secretory_active0.20Nonsignificant0.111.31Other24269
390EPI.renal_thick_ascending_limb.salt_sensing0.20Nonsignificant1.000.57Other73103
391PC.IgG_systemic.interacting0.20Nonsignificant0.900.97Other00
392THYMO.SP_CD8_transitional0.20Nonsignificant1.001.09Other3275
393CM.sarcomere_actin_interface0.20Nonsignificant1.000.95Other45078
394MESO.activated_stress0.19Nonsignificant—0.00Other00
395B.naive.antigen_presenting_ready0.19Nonsignificant1.000.95Other4873
396EPI.ileal_enterocyte_crypt.bile_transport0.19Nonsignificant0.671.18Other20
397NEU.EXC_IT.neuromodulated0.19Nonsignificant0.321.26Other176116
398B.memory.activated0.19Nonsignificant0.921.03Other10529
399CM.anti_inflammatory0.19Nonsignificant1.000.85Other4241,503
400EPI.hepatic_ductular_cholangiocyte.polarity0.18Nonsignificant—0.00Other00
401CM.osmoprotection0.18Nonsignificant1.000.75Other3457
402EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling0.18Nonsignificant—0.00Other00
403CM.oxidative_phospho0.18Nonsignificant1.000.55Other266792
404CM.translation_boost_RPL0.18Nonsignificant1.000.79Other1291
405FIB.perivascular_interface.vascular_BM_remodelling0.17Nonsignificant—0.19Other00
406EPI.renal_immature_ureteric_bud.defense_secretory0.17Nonsignificant0.271.24Other4576
407PC.IgA_muocsal.migratory0.16Nonsignificant1.000.60Other41
408NEU.INH_LAMP5.rosehip0.16Nonsignificant—0.89Other00
409CM.translation_boost_RPS0.16Nonsignificant1.000.62Other6916
410EPI.tracheal_basal.homeostatic_progenitor0.16Nonsignificant0.860.51Other28574
411T.CD8_naive.lipid_synthesis0.16Nonsignificant1.000.80Other64
412T.CD4_Treg.central_naive_like0.15Nonsignificant0.011.32Other33345
413MESO.antiviral0.15Nonsignificant—0.00Other38
414MESO.secretory_structural0.15Nonsignificant—0.00Other00
415NEU.EXC_NTNG1.nuclear_reg0.15Nonsignificant—0.00Other00
416MAC.microglia_like.patrolling_adhesive0.15Nonsignificant—0.00Other00
417T.CD8_naive.effector_transition0.14Nonsignificant1.000.25Other3562
418SMC.contractile0.14Nonsignificant1.000.42Other80588
419NEU.INH_LAMP5.glial_interface0.14Nonsignificant—0.33Other00
420EC.heart_remodeling.angiocrine0.14Nonsignificant1.000.56Other182525
421EPI.lung_club_secretory.inflammatory0.14Nonsignificant—1.47Other00
422B.naive.remodeling0.14Nonsignificant1.000.89Other135230
423NEU.EXC_SYT2.synaptic0.14Nonsignificant—0.00Other00
424EC.heart_remodeling.remodeling_stalk0.14Nonsignificant0.910.97Other33111
425FIB.reticular.stress_metallothionein0.13Nonsignificant—0.53Other332
426THYMO.SP_CD8_naive_stress0.13Nonsignificant1.001.02Other11
427NEU.INH_LAMP5.projecting0.13Nonsignificant—0.13Other00
428T.CD4_naive.gut_prone0.13Nonsignificant0.980.30Other3570
429B.age_associated.migratory0.12Nonsignificant0.740.76Other22
430ASPC.activated0.12Nonsignificant0.491.12Other164162
431EPI.salivary_myoepithelial.contractile_repair0.12Nonsignificant—1.17Other39
432FIB.tracheal_subepithelial.baseline0.12Nonsignificant—0.00Other00
433EPI.pancreatic_ductal_bicarbonate.stress0.11Nonsignificant—0.00Other1233
434NEU.INH_PVALB.nuclear_reg0.11Nonsignificant1.16e-041.91Other2512
435FIB.transitioning.motility_remodelling0.11Nonsignificant—0.00Other00
436SCHWN.axon_contact_cardiac0.11Nonsignificant0.111.35Other1863
437FIB.skin_sheath.stress_chaperone0.11Nonsignificant—0.80Other00
438NEU.INH_LAMP5.exc_inh_balance0.10Nonsignificant—0.00Other462
439NEU.INH_VIP.nuclear_reg0.10Nonsignificant—0.00Other204
440MUSC.quiescent_reservoir0.10Nonsignificant0.731.12Other28
441EC.heart_remodeling.translation_boost0.10Nonsignificant—0.04Other00
442ASPC.adipocyte_capillary_interface0.09Nonsignificant0.931.09Other2154
443FIB.hepatic_stellate_cell.fibrogenic0.09Nonsignificant—0.73Other00
444FIB.transitioning.matrix_stress0.09Nonsignificant—0.00Other47138
445B.naive.metabolic0.09Nonsignificant1.000.82Other5079
446NEU.EXC_IT.callosal0.09Nonsignificant0.321.17Other286119
447B.naive.purinergic0.08Nonsignificant1.000.72Other384820
448EPI.renal_thick_ascending_limb.remodeling0.08Nonsignificant1.000.39Other15292
449FIB.interstitial.mesenchymal_APC0.08Nonsignificant0.531.12Other8133
450NEU.EXC_IT.structural0.08Nonsignificant0.991.00Other17141
451EPI.renal_distal_tubule.repair0.07Nonsignificant—0.00Other34102
452FIB.adventitial.activated_remodelling0.07Nonsignificant—1.53Other141319
453THYMO.proliferative_S0.07Nonsignificant1.000.94Other163418
454FIB.perivascular_interface.lipid_shuttle0.07Nonsignificant—0.00Other51170
455FIB.interstitial.immune_interact0.07Nonsignificant0.931.04Other121
456NEU.EXC_IT.transitional0.07Nonsignificant0.990.94Other237142
457NEU.EXC_SYT2.nuclear_reg0.07Nonsignificant—0.00Other00
458EPI.renal_intercalated_cell_type_A.acid_secretion0.07Nonsignificant0.351.14Other126
459EPI.renal_principal_cell.intercalated_like0.06Nonsignificant0.951.01Other6366
460EPI.skin_hair_follicle_bulge.anagen_growth0.06Nonsignificant—1.80Other00
461ASTRO.homeostatic0.06Nonsignificant1.000.35Other200431
462T.CD4_Treg.tissue_effector0.06Nonsignificant0.980.91Other1613
463EPI.colonocyte.ionocyte_BEST40.06Nonsignificant0.961.22Other103188
464ASPC.preadipocyte_lipid_primed0.05Nonsignificant1.000.92Other331129
465PC.IgG_systemic.metabolic0.05Nonsignificant1.000.00Other4663
466FIB.interstitial.remodeling0.05Nonsignificant0.930.98Other319
467B.naive.baseline0.05Nonsignificant1.000.79Other1013
468FIB.interstitial.mesenchymal_regulator0.04Nonsignificant0.930.99Other44
469SCHWN.translation_boost0.04Nonsignificant—0.00Other81
470FIB.lung_alveolar.stress_interacting0.04Nonsignificant—0.97Other00
471GRNLSA.cholesterol_mevalonate0.04Nonsignificant0.911.10Other94
472EPI.salivary_myoepithelial.baseline0.04Nonsignificant0.681.18Other42141
473B.age_associated.naive_transitional0.04Nonsignificant—0.00Other00
474EPI.hepatic_ductular_cholangiocyte.stress0.04Nonsignificant—0.00Other00
475NEU.INH_PVALB.neuromodulatory0.04Nonsignificant—0.27Other00
476EPI.tracheal_submucosal_gland.acinar_serous0.04Nonsignificant—0.73Other00
477ASPC.baseline0.04Nonsignificant1.000.80Other363170
478GRNLSA.chemokine_mechanosensory0.04Nonsignificant0.911.13Other10
479NEU.INH_PVALB.fastspike0.04Nonsignificant—0.00Other2422
480ADIPO.hypoxia_remodelling0.04Nonsignificant—0.00Other29105
481EC.heart_remodeling.perivascular0.04Nonsignificant1.000.11Other124408
482ASTRO.synaptic_interaction0.03Nonsignificant1.000.28Other76334
483CM.contractile_oxphos0.03Nonsignificant1.008.35e-03Other619
484FIB.adventitial.inflammatory_activated0.03Nonsignificant0.351.12Other100473
485NEU.INH_PVALB.serotonergic0.03Nonsignificant—0.00Other00
486FIB.reticular.stromal_niche0.03Nonsignificant0.860.57Other00
487MUSC.early_activation0.03Nonsignificant0.990.62Other432
488FIB.hepatic_stellate_cell.inflammatory0.03Nonsignificant—0.00Other00
489T.CD4_Treg.APC_interactive0.03Nonsignificant0.980.69Other11828
490EPI.ileal_enterocyte_crypt.baseline0.03Nonsignificant0.970.62Other116
491EPI.salivary_duct_excretory.baseline0.03Nonsignificant0.121.11Other2357
492ASPC.niche_keeping_progenitor0.03Nonsignificant1.000.94Other52219
493EPI.bile_duct_cholangiocyte.inflammatory_APC0.03Nonsignificant—0.00Other20
494EPI.thymic_medullary.stress_APC0.02Nonsignificant0.061.63Other24
495ASPC.secretory0.02Nonsignificant1.000.76Other765
496EPI.renal_intercalated_cell_type_A.PC_transitional0.02Nonsignificant—0.00Other203407
497MUSC.baseline0.02Nonsignificant0.990.15Other00
498EPI.salivary_myoepithelial.activated0.02Nonsignificant0.990.68Other85281
499FIB.suburothelial.urothelial_interface0.02Nonsignificant0.071.65Other98
500MEL.neurotrophic_migratory0.02Nonsignificant—1.74Other00
501EPI.ileal_enterocyte_crypt.proliferative_S0.02Nonsignificant0.970.60Other42
502ASPC.inflammatory0.02Nonsignificant1.000.62Other2161
503EPI.pancreatic_acinar.stress0.02Nonsignificant0.341.17Other2828
504ASPC.proliferative0.02Nonsignificant1.000.68Other3385
505EPI.esophageal_basal.activated_progenitor0.02Nonsignificant0.341.32Other10
506FIB.hepatic_stellate_cell.contractile0.02Nonsignificant—0.00Other00
507EPI.skin_keratinocyte_basal.basement_anchoring0.02Nonsignificant—0.00Other00
508NEU.INH_PVALB.chandelier0.02Nonsignificant0.980.13Other1916
509FIB.skin_sheath.ECM_immune0.02Nonsignificant—0.00Other00
510B.memory.baseline0.01Nonsignificant1.000.71Other47299
511GRNLSA.lipid_hypoxia0.01Nonsignificant0.910.98Other280
512EPI.renal_principal_cell.canonical_vasopressin0.01Nonsignificant0.990.61Other20
513FIB.neurolectin_mucosa.nerve_interface0.01Nonsignificant—0.61Other40
514EPI.ileal_goblet.immature0.01Nonsignificant—0.97Other00
515FIB.neurolectin_mucosa.remodeling_repair0.01Nonsignificant—0.00Other42
516EPI.pancreatic_ductal_progenitor.ADM_like0.01Nonsignificant—1.65Other00
517NEU.INH_PVALB.metabotropic0.01Nonsignificant—0.00Other00
518FIB.suburothelial.inflammatory_prostanoid0.01Nonsignificant—0.19Other00
519EPI.tracheal_submucosal_gland.ductal_luminal0.01Nonsignificant—0.00Other00
520EPI.skin_keratinocyte_progenitor.quiescent_stem_like0.01Nonsignificant—0.00Other00
521THYMO.CD8aa_IELp0.01Nonsignificant—0.13Other17
522FIB.barrier_purinergic.lipid_secretory0.01Nonsignificant—0.48Other00
523FIB.adventitial.adhesion_lipid0.01Nonsignificant1.001.08Other58209
524EPI.tracheal_suprabasal.transitional_wound0.01Nonsignificant—0.60Other161
525B.naive.receptor_recycle0.01Nonsignificant1.000.62Other510
526EPI.pancreatic_ductal_bicarbonate.inflammatory0.01Nonsignificant0.990.98Other1432
527ILC2.activated9.88e-03Nonsignificant—0.00Other00
528T.CD4_Treg.Tr1_like9.88e-03Nonsignificant—0.00Other88
529EPI.pancreatic_ductal_perivascular.baseline8.43e-03Nonsignificant0.261.18Other15
530FIB.suburothelial.contractile_myofibroblast8.27e-03Nonsignificant—0.00Other90
531THYMO.proliferative_G2M7.96e-03Nonsignificant—0.09Other164413
532ADIPO.thermogenic7.95e-03Nonsignificant—0.34Other00
533ADIPO.inflammatory7.56e-03Nonsignificant—0.00Other00
534EPI.pancreatic_islet.alpha7.54e-03Nonsignificant—0.94Other152330
535EPI.pancreatic_acinar.inflammatory_regenerative7.30e-03Nonsignificant0.341.20Other25113
536NEU.EXC_IT.guidance7.08e-03Nonsignificant1.000.48Other27463
537EPI.skin_follicular_keratinizing.root_infundibulum7.01e-03Nonsignificant—0.76Other00
538FIB.skin_neurosecretory.baseline6.78e-03Nonsignificant—0.00Other00
539EPI.salivary_myoepithelial.junctional_transport6.50e-03Nonsignificant0.990.38Other66121
540FIB.reticular.ECM_builder6.43e-03Nonsignificant—0.00Other00
541EPI.esophageal_basal.junctional_barrier6.37e-03Nonsignificant—0.00Other00
542EPI.pancreatic_ductal_bicarbonate.baseline6.36e-03Nonsignificant0.990.73Other1142
543FIB.lung_alveolar.mito_secretory6.24e-03Nonsignificant—0.00Other00
544MEL.dedifferentiated_migratory6.23e-03Nonsignificant—0.54Other00
545EPI.lung_multiciliated.stress6.15e-03Nonsignificant—0.00Other67165
546ADIPO.immature5.67e-03Nonsignificant—0.09Other2440
547EPI.lung_multiciliated.baseline5.65e-03Nonsignificant—0.16Other07
548EPI.salivary_serous_acinar.quiescent5.20e-03Nonsignificant0.980.46Other178493
549EPI.skin_keratinocyte_proliferating.detox_repair4.92e-03Nonsignificant—1.13Other00
550EPI.lung_multiciliated.mature_motile_cilia4.65e-03Nonsignificant—0.16Other00
551EPI.salivary_intercalated_defense.canonical_antimicrobial4.60e-03Nonsignificant8.61e-041.28Other1122
552EPI.thymic_medullary.canonical_alarmin4.18e-03Nonsignificant0.730.72Other817
553FIB.suburothelial.homeostasis_matrix4.02e-03Nonsignificant1.000.00Other258921
554FIB.skin_tenogenic.baseline3.94e-03Nonsignificant—0.00Other02
555EPI.colonic_enteroendocrine.Lcell_peptide3.86e-03Nonsignificant—0.00Other00
556EPI.thymic_medullary.hormone_xeno_barrier3.83e-03Nonsignificant—0.00Other08
557EPI.alveolar_type_1.activated3.78e-03Nonsignificant—1.64Other00
558EPI.skin_hair_follicle_bulge.quiescent3.53e-03Nonsignificant0.790.84Other5669
559EPI.skin_hair_follicle_companion.bulge_anchor_signaling3.47e-03Nonsignificant—0.97Other00
560THYMO.DP_early3.42e-03Nonsignificant1.000.82Other326313
561FIB.skin_sheath.neuro_vascular_interface3.25e-03Nonsignificant—0.00Other00
562EPI.renal_principal_cell.injury_repair2.66e-03Nonsignificant0.990.35Other269
563FIB.adventitial.PI16_matrix2.62e-03Nonsignificant1.000.88Other7090
564EPI.renal_immature_ureteric_bud.osmoprotective2.55e-03Nonsignificant0.950.67Other12644
565CHOND.angiogenic2.53e-03Nonsignificant—1.84Other00
566EPI.salivary_duct_ion_transport.baseline2.53e-03Nonsignificant——Other00
567NEU.EXC_IT.adhesion2.40e-03Nonsignificant1.000.31Other252108
568EPI.alveolar_type_2.baseline_surfactant2.31e-03Nonsignificant0.221.17Other649
569EPI.tracheal_suprabasal.secretory_immune2.31e-03Nonsignificant—0.00Other00
570SCHWN.reactive_inflammatory2.30e-03Nonsignificant—0.00Other00
571FIB.interstitial.lipid_matrix2.08e-03Nonsignificant1.000.43Other258191
572EPI.skin_interfollicular_spinous.stress_oxidative1.95e-03Nonsignificant—1.28Other00
573GRNLSA.stress_metabolic1.87e-03Nonsignificant—0.17Other12
574EPI.alveolar_type_2.injury_primed1.82e-03Nonsignificant0.011.25Other434245
575GRNLSA.proliferative_migratory1.75e-03Nonsignificant0.911.03Other248292
576EPI.alveolar_type_1.baseline1.68e-03Nonsignificant1.000.00Other80
577B.memory.migratory1.62e-03Nonsignificant1.000.70Other123208
578EPI.skin_follicular_keratinizing.transit_amplifying1.47e-03Nonsignificant—0.00Other2149
579EPI.thymic_medullary.proliferative_APC1.46e-03Nonsignificant—0.00Other00
580EPI.skin_hair_follicle_companion.activated_migratory1.39e-03Nonsignificant—0.00Other00
581EPI.skin_hair_follicle_bulge.niche_crosstalk1.17e-03Nonsignificant—0.00Other2988
582FIB.adventitial.baseline1.16e-03Nonsignificant1.000.79Other157278
583OLG.stress1.14e-03Nonsignificant0.661.05Other2328
584EPI.pancreatic_ductal_progenitor.baseline1.09e-03Nonsignificant0.900.77Other179702
585FIB.interstitial.stress_secretory1.07e-03Nonsignificant1.000.52Other9256
586EPI.skin_interfollicular_spinous.upper_lipid1.05e-03Nonsignificant—1.18Other66
587FIB.neurolectin_mucosa.axon_responsive1.01e-03Nonsignificant0.920.78Other1010
588EPI.skin_appendage_keratinocyte.ductal_immune_interacting9.95e-04Nonsignificant0.251.25Other716
589EPI.ileal_enterocyte_crypt.proliferative_G2M9.61e-04Nonsignificant—0.00Other1954
590EPI.skin_appendage_keratinocyte.ductal_barrier_detox9.47e-04Nonsignificant0.590.98Other3334
591ASPC.stem_like_progenitor8.95e-04Nonsignificant1.000.38Other300842
592FIB.adventitial.mito_secretory8.45e-04Nonsignificant1.000.91Other217
593FIB.adventitial.complement_angiocrine8.15e-04Nonsignificant1.000.69Other153684
594EPI.lung_club_secretory.ciliogenesis_axoneme8.09e-04Nonsignificant—0.58Other00
595EPI.alveolar_type_2.stress_response7.92e-04Nonsignificant0.880.85Other6751,562
596GRNLSA.EMT_insulin_signaling7.19e-04Nonsignificant0.990.63Other4784
597CHOND.remodeling6.74e-04Nonsignificant—0.62Other50
598EPI.colonocyte.junction_remodeling6.62e-04Nonsignificant0.961.04Other218305
599FIB.skin_papillary.baseline6.51e-04Nonsignificant—0.00Other00
600FIB.barrier_purinergic.stress_GF_binding6.50e-04Nonsignificant—0.00Other00
601EPI.skin_appendage_keratinocyte.transit_amplifying6.49e-04Nonsignificant—0.00Other109358
602EPI.skin_follicular_keratinizing.upper_infundibulum6.19e-04Nonsignificant—0.00Other82
603FIB.barrier_secretory.homeostasis5.77e-04Nonsignificant—0.60Other00
604CHOND.pro_inflammatory4.92e-04Nonsignificant0.371.15Other181351
605B.germinal_center.DZ_M_phase4.51e-04Nonsignificant—1.47Other00
606GRNLSA.p53_damage4.11e-04Nonsignificant—0.00Other1310
607EPI.ileal_enterocyte_crypt.secretory_precursor3.88e-04Nonsignificant—0.00Other00
608EPI.skin_hair_follicle_companion.gap_junction_contractile3.87e-04Nonsignificant—0.00Other00
609FIB.neurolectin_mucosa.inflammatory3.76e-04Nonsignificant0.920.50Other52110
610EPI.pancreatic_ductal_perivascular.protective_antioxidant3.58e-04Nonsignificant—0.00Other1169
611EPI.pancreatic_ductal_progenitor.ciliated_transport3.33e-04Nonsignificant—0.00Other105368
612CHOND.articular_collagen3.22e-04Nonsignificant0.741.01Other551266
613IPSC.neural_primed3.12e-04Nonsignificant0.071.04Other00
614MEL.stress_glucocorticoid3.07e-04Nonsignificant0.941.01Other1134
615IPSC.stress2.92e-04Nonsignificant0.151.08Other00
616THYMO.SP_CD8_naive2.66e-04Nonsignificant1.000.57Other297177
617EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic2.62e-04Nonsignificant—7.29e-17Other00
618EPI.colonocyte.crypt_progenitor2.49e-04Nonsignificant0.960.79Other115265
619GRNLSA.secretory_remodeling2.23e-04Nonsignificant0.990.39Other9025
620EPI.colonocyte.proximal_transport2.19e-04Nonsignificant0.960.88Other2412
621EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal2.17e-04Nonsignificant—1.24Other00
622ASPC.signal_integrator2.10e-04Nonsignificant—0.00Other00
623EPI.pancreatic_islet.beta1.84e-04Nonsignificant1.000.26Other4257
624FIB.adventitial.mechano_chemo_sensing1.78e-04Nonsignificant1.000.51Other135524
625MEL.mature_oxidative_traffic1.66e-04Nonsignificant0.940.67Other247285
626THYMO.SP_CD4_naive1.66e-04Nonsignificant1.000.74Other6575
627EPI.colonocyte.secretory_boost1.50e-04Nonsignificant0.960.98Other9891
628MEL.secretory_quiescent1.48e-04Nonsignificant0.940.65Other1913
629B.germinal_center.LZ_selection1.47e-04Nonsignificant—0.58Other00
630EPI.esophageal_suprabasal.proliferative_S1.25e-04Nonsignificant—0.32Other2641
631B.memory.pDC_imprint1.06e-04Nonsignificant1.000.74Other157103
632EPI.skin_interfollicular_spinous.transition_basal1.05e-04Nonsignificant0.951.14Other100127
633CHOND.activated_fibro_like1.05e-04Nonsignificant0.970.78Other531188
634IPSC.endoderm_primed1.05e-04Nonsignificant0.271.15Other00
635EPI.skin_sweat_duct_keratinocyte.repair7.02e-05Nonsignificant—0.69Other00
636EPI.skin_interfollicular_spinous.inflammatory6.67e-05Nonsignificant—0.45Other00
637IPSC.mesodermal_primed6.66e-05Nonsignificant0.591.07Other00
638EPI.pancreatic_acinar.adhesion_remodeling6.42e-05Nonsignificant0.921.08Other210784
639EPI.skin_interfollicular_spinous.early_differentiation5.78e-05Nonsignificant0.950.92Other8919
640EPI.esophageal_suprabasal.differentiating_keratin5.21e-05Nonsignificant0.781.01Other13161
641IPSC.canonical_pluripotent3.56e-05Nonsignificant0.811.01Other00
642EPI.lung_club_secretory.ciliogenesis_primed3.27e-05Nonsignificant—0.00Other00
643EPI.skin_interfollicular_spinous.proliferative3.04e-05Nonsignificant—0.29Other00
644EPI.colonic_enteroendocrine.progenitor3.01e-05Nonsignificant—0.00Other00
645EPI.skin_interfollicular_spinous.stress_UPR2.90e-05Nonsignificant—0.33Other00
646EPI.pancreatic_acinar.metabolic_onecarbon2.70e-05Nonsignificant1.000.94Other287328
647EPI.pancreatic_ductal_bicarbonate.activated2.51e-05Nonsignificant0.990.51Other107
648EPI.ileal_goblet.inflammatory_mucin2.37e-05Nonsignificant0.691.19Other69
649EPI.skin_interfollicular_spinous.baseline1.67e-05Nonsignificant0.950.44Other353
650EPI.pancreatic_islet.delta1.61e-05Nonsignificant—0.00Other00
651B.germinal_center.LZ_memory_precursor1.34e-05Nonsignificant—0.00Other00
652EPI.lung_club_secretory.canonical_surfactant8.93e-06Nonsignificant—0.00Other74104
653EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump8.66e-06Nonsignificant0.990.37Other40191
654EPI.esophageal_suprabasal.basal_transitional8.46e-06Nonsignificant0.780.71Other4467
655EPI.pancreatic_ductal_bicarbonate.junctional_remodel8.27e-06Nonsignificant—0.00Other49237
656OLG.myelinating_mature5.90e-06Nonsignificant1.001.01Other36394
657IPSC.mesendo_primed5.65e-06Nonsignificant0.761.01Other00
658EPI.ileal_goblet.stress_metallothionein4.33e-06Nonsignificant—0.09Other411
659B.germinal_center.DZ_S_phase3.90e-06Nonsignificant—0.00Other00
660EPI.skin_keratinocyte_proliferating.early_spinous_transition3.44e-06Nonsignificant—0.00Other135290
661EPI.skin_appendage_keratinocyte.sebaceous_apocrine3.40e-06Nonsignificant—0.00Other3982
662EPI.ileal_goblet.baseline3.37e-06Nonsignificant0.860.61Other162
663B.germinal_center.LZ_survival2.77e-06Nonsignificant—0.00Other00
664EPI.esophageal_suprabasal.proliferative_exit1.89e-06Nonsignificant—0.00Other00
665EPI.salivary_duct_excretory.stress1.20e-06Nonsignificant0.940.51Other3368
666FIB.barrier_secretory.remodeling9.15e-07Nonsignificant—0.00Other00
667EPI.skin_keratinocyte_proliferating.anchor_remodel8.98e-07Nonsignificant—0.00Other00
668EPI.pancreatic_acinar.quiet_dedifferentiation6.82e-07Nonsignificant1.000.59Other142171
669IPSC.midbrain_primed2.37e-07Nonsignificant0.761.04Other00
670OLG.regulatory_activated2.03e-07Nonsignificant0.661.09Other196614
671EPI.esophageal_suprabasal.proliferative_G2M2.01e-07Nonsignificant—0.00Other00
672EPI.salivary_intercalated_defense.inflammatory1.78e-07Nonsignificant1.000.21Other152360
673IPSC.neuroendocrine_primed1.55e-07Nonsignificant—1.70Other00
674EPI.colonocyte.goblet_interface1.21e-07Nonsignificant—0.00Other1121
675EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic5.89e-08Nonsignificant—0.18Other00
676EPI.pancreatic_acinar.baseline3.32e-08Nonsignificant1.000.27Other274163
677IPSC.mesenchymal_primed6.76e-09Nonsignificant1.000.94Other00
678IPSC.stromal_primed1.80e-09Nonsignificant1.000.97Other00
679EPI.skin_sweat_duct_keratinocyte.proliferative_S4.46e-10Nonsignificant—0.00Other00
680OLG.regulatory3.02e-10Nonsignificant1.000.92Other35373
681IPSC.proliferative1.52e-10Nonsignificant1.000.85Other00
682OLG.myelinating_stress5.12e-11Nonsignificant1.000.92Other23262
683EPI.skin_sweat_duct_keratinocyte.signal_gate3.30e-11Nonsignificant—0.00Other4326
684IPSC.axial_identity_primed2.80e-11Nonsignificant1.000.81Other00
685OLG.reactive_repair2.49e-11Nonsignificant1.000.86Other385385
686EPI.salivary_intercalated_defense.basal_EMT2.45e-11Nonsignificant—0.00Other00
687EPI.skin_sweat_duct_keratinocyte.proliferative_G2M7.20e-12Nonsignificant—0.00Other00
688OLG.vesicle_trafficking1.37e-13Nonsignificant1.000.49Other12410

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

100 unique genes. Showing 1–100. 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)
CLEC12A01-High0.7612.82G1C1HPC.GMP_granulocytic (L2), MAC.MDM.inflammatory_phagocytic (L2)macrophage (Tier: specific)
monocyte (Tier: specific)
GRANU.neutrophil (Tier: specific)
MONO.CD14 (Tier: specific)
DC.cDC2.monocyte_like (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
haematopoietic_progenitor_cell (Tier: relevant)
MAC.MDM (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
GRANU.neutrophil.antiviral_endotoxin (Tier: relevant)
MAC.kupffer.fibrogenic (Tier: relevant)
MAC.MDM.complement_resolving (Tier: relevant)
MAC.MDM.LAM_like (Tier: relevant)
MONO.CD14.repair_M2_like (Tier: relevant)
73 cells — complete matches4141
RUNX101-High0.6810.93G1C1—DC.pDC.immature_metabolic (Tier: relevant)23 cells — complete matches5265
ENSG0000025577501-High0.6111.28G1C1———8991
ENSG0000030543101-High0.5811.06G1C1———5758
ENSG0000030546001-High0.558.27G1C1———6162
ENSG0000030548101-High0.536.12G1C1———4848
VWF01-High0.524.27G1C1endothelial_cell (L1), EC.heart_remodeling (L1S), EC.venous (L1S), EC.arterial.arteriole_gas_exchange (L2), EC.capillary.baseline (L2), EC.heart_remodeling.angiocrine (L2)EC.capillary.angiocrine (Tier: relevant)
EC.capillary.migratory (Tier: relevant)
EC.capillary.stress (Tier: relevant)
EC.liver_sinusoidal.prostanoid (Tier: relevant)
42 cells — complete matches6263
GP6-AS102-Medium0.6914.59G1C2———44
CD3602-Medium0.6311.59G1C2ASPC.preadipocyte_lipid_primed (L2), DC.cDC2.monocyte_like (L2), EC.heart_remodeling.capillary_metabolic (L2), EC.liver_sinusoidal.remodeling_lipotoxicity (L2), EC.venous.adipose_lipid (L2), FIB.adventitial.adhesion_lipid (L2), SKM.type_1_slow.oxidative (L2), SKM.type_2_fast.oxidative_IIa (L2), SMC.metabolic (L2)macrophage (Tier: specific)
monocyte (Tier: specific)
DC.pDC (Tier: specific)
MAC.resident_repair (Tier: specific)
MONO.CD14 (Tier: specific)
DC.cDC2.monocyte_like (Tier: specific)
MAC.LAM.lipid_opsonization (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
haematopoietic_progenitor_cell (Tier: relevant)
DC.pDC.immature_metabolic (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
EC.capillary.angiocrine (Tier: relevant)
EC.capillary.migratory (Tier: relevant)
EC.capillary.stress (Tier: relevant)
MAC.resident_repair.chemokine_angiocrine (Tier: relevant)
MAC.resident_repair.ECM_stromal_crosstalk (Tier: relevant)
MAC.resident_repair.lipid_phagocytic (Tier: relevant)
MAC.resident_repair.stress_iron (Tier: relevant)
MONO.CD14.repair_M2_like (Tier: relevant)
107 cells — complete matches101134
CLEC9A02-Medium0.6213.75G1C2DC.cDC1 (L1S), DC.cDC1.baseline (L2)MONO.CD14.APC_like (Tier: specific)DC.cDC1.cross_presenting (L2), MONO.CD14.APC_like (L2), MONO.CD14.platelet_bound (L2)34
CLEC12B02-Medium0.6014.37G1C2—MONO.CD14.APC_like (Tier: specific)9 cells — complete matches56
ENSG0000028637302-Medium0.6014.12G1C2———1826
ACTR1A02-Medium0.5914.29G1C2——B.naive.receptor_recycle (L2)4360
GP602-Medium0.5915.26G2C2—MONO.CD14.APC_like (Tier: specific)
platelet (Tier: relevant)
PLAT.platelet (Tier: relevant)
PLAT.adhesion (Tier: relevant)
12 cells — complete matches11
REEP302-Medium0.5814.19G1C2—GRANU.neutrophil (Tier: specific)
GRANU.neutrophil.tissue_patrolling (Tier: relevant)
5 cells — complete matches132589
KLRF102-Medium0.5814.33G2C1T.CD8_transitional.effector_primed (L2)—51 cells — complete matches45
CD6902-Medium0.5715.65G2C1T.CD4_Trm (L1S), T.CD8_Trm (L1S), B.naive.activated (L2), GRNLSA.EMT_insulin_signaling (L2), ILC2.activated (L2), MAC.alveolar.inflammatory (L2), MAC.microglia_like.inflammatory_chemokine (L2), NK.cytokine_tissue_activation (L2), PERI.angiocrine (L2), T.CD4_Trm.activated (L2), T.CD4_Trm.baseline (L2)DC.cDC2.monocyte_like (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
T.CD4_naive.activated_stress (Tier: specific)
T.CD8_Tcm.NK_like (Tier: specific)
haematopoietic_progenitor_cell (Tier: relevant)
MAC.MDM (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
EPI.ectocervical_granular.immune_interact (Tier: relevant)
MAC.MDM.complement_resolving (Tier: relevant)
178 cells — complete matches00
CLEC1B02-Medium0.579.30G1C2EC.liver_sinusoidal.secretory_lipoprotein (L2)MONO.CD14.APC_like (Tier: specific)
platelet (Tier: relevant)
PLAT.platelet (Tier: relevant)
EC.liver_sinusoidal.prostanoid (Tier: relevant)
PLAT.adhesion (Tier: relevant)
19 cells — complete matches22
TRIM802-Medium0.5714.57G1C2—T.CD8_Tcm.NK_like (Tier: specific)
EC.capillary.stress (Tier: relevant)
4 cells — complete matches2967
CLEC2A02-Medium0.5614.02G2C1EPI.skin_interfollicular_spinous.baseline (L2), FIB.transitioning.matrix_stress (L2)—26 cells — complete matches22
TRIM8-DT02-Medium0.5614.20G1C2———1642
ENSG0000025842202-Medium0.555.00G1C2———11
JMJD1C02-Medium0.559.30G2C1—T.CD4_naive.activated_stress (Tier: specific)
EC.liver_sinusoidal.prostanoid (Tier: relevant)
4 cells — complete matches290935
CLEC2B02-Medium0.559.30G2C1EPI.skin_interfollicular_spinous.baseline (L2), EPI.skin_interfollicular_spinous.stress_oxidative (L2), EPI.skin_keratinocyte_progenitor.quiescent_stem_like (L2), EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic (L2)HEP.canalicular_transport (Tier: specific)
HEP.periportal_metabolic.stress_checkpoint (Tier: specific)
EC.capillary.migratory (Tier: relevant)
EC.liver_sinusoidal.prostanoid (Tier: relevant)
GRANU.neutrophil.antiviral_endotoxin (Tier: relevant)
HEP.acute_phase.hypoxia_lipid (Tier: relevant)
74 cells — complete matches23
PTBP102-Medium0.543.25G1C2———53149
TRIM5802-Medium0.547.15G1C2—DC.cDC2.monocyte_like (Tier: specific)
haematopoietic_progenitor_cell (Tier: relevant)
platelet (Tier: relevant)
PLAT.platelet (Tier: relevant)
MONO.CD14.repair_M2_like (Tier: relevant)
PLAT.adhesion (Tier: relevant)
46 cells — complete matches742
BLK02-Medium0.549.30G1C2—DC.pDC (Tier: specific)
DC.pDC.baseline (Tier: relevant)
DC.pDC.immature_metabolic (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
51 cells — complete matches56168
MFSD13A02-Medium0.5412.02G1C2—MONO.CD14.repair_M2_like (Tier: relevant)25 cells — complete matches3644
SUFU02-Medium0.5314.44G1C2——21 cells — complete matches4360
APOC302-Medium0.536.92G1C2EPI.ileal_bile_transport.absorptive_xenobiotic (L2), EPI.ileal_enterocyte_crypt.villus_transition (L2), HEP.acute_phase.stress_secretory (L2), HEP.periportal_metabolic.apolipoprotein_secretory (L2)EC.liver_sinusoidal.prostanoid (Tier: relevant)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
HEP.periportal_metabolic.stress_chaperone (Tier: relevant)
MAC.kupffer.fibrogenic (Tier: relevant)
MAC.kupffer.monocyte_like (Tier: relevant)
42 cells — complete matches1401,060
ENSG0000030179302-Medium0.5212.94G2C2———00
CLEC1A02-Medium0.519.30G1C2—EC.capillary.angiocrine (Tier: relevant)
EC.capillary.migratory (Tier: relevant)
EC.capillary.stress (Tier: relevant)
41 cells — complete matches35
JMJD1C-AS102-Medium0.5112.80G1C2——15 cells — complete matches1319
ENSG0000030752102-Medium0.519.30G1C2———1621
ENSG0000030255202-Medium0.519.30G1C2———917
C10orf9502-Medium0.5112.22G1C2——14 cells — complete matches3543
PLCG202-Medium0.514.98G1C2—HEP.periportal_metabolic (Tier: specific)
DC.pDC.baseline (Tier: relevant)
MAC.MDM.complement_resolving (Tier: relevant)
MAC.resident_repair.stress_iron (Tier: relevant)
80 cells — complete matches106423
ENSG0000025680302-Medium0.519.30G1C2———35
ENSG0000026714902-Medium0.5114.23G2C2———11
ENSG0000025588202-Medium0.519.30G2C1———23
KLRB102-Medium0.5013.10G2C1innate_lymphoid_cell_2 (L1), ILC2.innate_lymphoid_cell_2 (L1S), T.CD4_Tem (L1S), T.CD4_Th17 (L1S), T.MAIT (L1S), NK.cytokine_axis_baseline (L2), T.CD4_Tcm.Tfh_like (L2), T.CD4_Th2.tissue_adapted (L2), T.CD4_Th17.baseline (L2), T.CD4_Treg.Tr1_like (L2), T.CD4_Trm.helper_like (L2), T.CD4_transitional.primed_helper_effector (L2), T.CD8_Tcm.gut_homing (L2), T.MAIT.quiescent (L2)—112 cells — complete matches00
RDH1302-Medium0.509.30G1C2——9 cells — complete matches22
GNAT302-Medium0.508.35G1C2——EPI.colonic_tuft (L1S), EPI.colonic_tuft.activated (L2), EPI.colonic_tuft.homeostatic (L2)79100
ENSG0000030592302-Medium0.505.31G1C2———83628
C10orf95-AS102-Medium0.5011.90G1C2———3744
KLRF202-Medium0.509.30G2C1—DC.pDC (Tier: specific)
DC.pDC.immature_metabolic (Tier: relevant)
DC.pDC.poised_migratory (Tier: relevant)
10 cells — complete matches23
ENSG0000030522402-Medium0.505.60G1C2———641
APOA402-Medium0.505.19G1C2EPI.ileal_enterocyte_absorptive (L1S), EPI.ileal_bile_transport.absorptive_xenobiotic (L2), EPI.ileal_enterocyte_crypt.villus_transition (L2)—11 cells — complete matches430
FBXL1502-Medium0.5012.28G1C2—DC.cDC2.monocyte_like (Tier: specific)
T.CD8_Tcm.NK_like (Tier: specific)
26 cells — complete matches3745
TDH-AS102-Medium0.509.30G1C2———11
ENSG0000028936702-Medium0.506.35G1C2———527
CUEDC202-Medium0.5011.90G1C2——4 cells — complete matches3546
TDH.202-Medium0.509.00G1C2———1116
LINC0247002-Medium0.509.30G1C2—DC.pDC (Tier: specific)
DC.cDC2.monocyte_like (Tier: specific)
DC.pDC.baseline (Tier: relevant)
MAC.resident_repair.ECM_stromal_crosstalk (Tier: relevant)
MAC.resident_repair.lipid_phagocytic (Tier: relevant)
MAC.resident_repair.stress_iron (Tier: relevant)
47 cells — complete matches22
NFKB202-Medium0.4912.45G1C2EPI.pancreatic_ductal_bicarbonate.inflammatory (L2), FIB.suburothelial.inflammatory_prostanoid (L2), HEP.acute_phase.inflammatory (L2)GRANU.neutrophil (Tier: specific)
GRANU.neutrophil.tissue_patrolling (Tier: relevant)
15 cells — complete matches4666
CLEC7A02-Medium0.499.30G1C2—macrophage (Tier: specific)
monocyte (Tier: specific)
GRANU.neutrophil (Tier: specific)
MAC.resident_repair (Tier: specific)
MONO.CD14 (Tier: specific)
DC.cDC2.monocyte_like (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
MAC.MDM (Tier: relevant)
GRANU.neutrophil.antiviral_endotoxin (Tier: relevant)
GRANU.neutrophil.tissue_patrolling (Tier: relevant)
MAC.alveolar.scavenging_endocytic (Tier: relevant)
MAC.kupffer.monocyte_like (Tier: relevant)
MAC.MDM.complement_resolving (Tier: relevant)
MAC.MDM.LAM_like (Tier: relevant)
MAC.resident_repair.chemokine_angiocrine (Tier: relevant)
MAC.resident_repair.ECM_stromal_crosstalk (Tier: relevant)
MAC.resident_repair.lipid_phagocytic (Tier: relevant)
MAC.resident_repair.stress_iron (Tier: relevant)
MONO.CD14.repair_M2_like (Tier: relevant)
101 cells — complete matches79
MIR146B02-Medium0.4912.13G1C2———3744
ENSG0000022856602-Medium0.489.30G1C2———2977
LNC-RHL102-Medium0.483.99G1C2———87842
ENSG0000029841302-Medium0.4811.94G1C2———3744
ENSG0000030712702-Medium0.479.30G1C2———182667
PSD02-Medium0.4710.58G1C2—T.CD4_naive.activated_stress (Tier: specific)39 cells — complete matches3543
MEF2C02-Medium0.4613.12G2C2EPI.intrahepatic_cholangiocyte_transport.mucin_secretory (L2), EPI.thymic_medullary.proliferative_APC (L2), FIB.skin_tenogenic.baseline (L2)MAC.resident_repair (Tier: specific)
DC.cDC2.monocyte_like (Tier: specific)
EC.capillary.stress (Tier: relevant)
EC.liver_sinusoidal.prostanoid (Tier: relevant)
EPI.ectocervical_granular.inflammatory (Tier: relevant)
GRANU.neutrophil.tissue_patrolling (Tier: relevant)
MAC.resident_repair.ECM_stromal_crosstalk (Tier: relevant)
86 cells — complete matches3342
APOA102-Medium0.465.87G1C2hepatocyte (L1), EPI.hepatic_ductular_cholangiocyte.acute_phase_complement (L2), EPI.ileal_bile_transport.absorptive_xenobiotic (L2), EPI.ileal_enterocyte_crypt.villus_transition (L2), HEP.acute_phase.stress_secretory (L2), HEP.periportal_metabolic.apolipoprotein_secretory (L2)HEP.canalicular_transport (Tier: specific)
MAC.LAM.lipid_opsonization (Tier: specific)
EC.liver_sinusoidal.prostanoid (Tier: relevant)
HEP.acute_phase.hypoxia_lipid (Tier: relevant)
HEP.canalicular_transport.baseline (Tier: relevant)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
HEP.periportal_metabolic.stress_chaperone (Tier: relevant)
MAC.kupffer.monocyte_like (Tier: relevant)
55 cells — complete matches1221,071
GBF102-Medium0.4510.41G1C2——EC.heart_remodeling.remodeling_secretory (L2), EPI.salivary_serous_acinar.quiescent (L2)3338
PRKCZ02-Medium0.453.53G1C2——20 cells — complete matches847
SKI02-Medium0.458.99G2C2——12 cells — complete matches1240
MTMR902-Medium0.456.89G1C2——12 cells — complete matches2135
JMJD1C-AS202-Medium0.4513.31G2C1———80397
APOA502-Medium0.444.19G1C2—hepatocyte (Tier: specific)
HEP.periportal_metabolic (Tier: specific)
HEP.periportal_metabolic.apolipoprotein_secretory (Tier: relevant)
HEP.periportal_metabolic.stress_chaperone (Tier: relevant)
10 cells — complete matches1431,150
ENSG0000027180602-Medium0.441.77G1C2———12
ENSG0000026046002-Medium0.444.21G1C2———33108
PEAR102-Medium0.445.07G1C2EC.liver_sinusoidal.hypoxia_metabolic (L2)haematopoietic_progenitor_cell (Tier: relevant)
platelet (Tier: relevant)
PLAT.platelet (Tier: relevant)
EC.capillary.angiocrine (Tier: relevant)
EC.capillary.migratory (Tier: relevant)
EC.capillary.stress (Tier: relevant)
PLAT.adhesion (Tier: relevant)
48 cells — complete matches1619
NRBF202-Medium0.449.30G2C1—MONO.CD14.repair_M2_like (Tier: relevant)FIB.lung_alveolar.mito_secretory (L2), MONO.CD14.repair_M2_like (L2)25
ENSG0000023574902-Medium0.434.86G1C2———528
SLC5A1102-Medium0.434.40G1C2——7 cells — complete matches01
MIR3936HG02-Medium0.4310.68G1C2———302416
SLC22A502-Medium0.4311.34G2C2—T.CD4_naive.activated_stress (Tier: specific)
EC.capillary.angiocrine (Tier: relevant)
13 cells — complete matches376507
PRKCZ-AS102-Medium0.434.45G1C2—MONO.CD14.repair_M2_like (Tier: relevant)17 cells — complete matches1570
MEF2D02-Medium0.434.80G1C2——EC.arterial.ion_pump (L2), EPI.ileal_enterocyte_absorptive.brush_border (L2)46147
ENSG0000030358902-Medium0.424.28G1C2———40119
ELOVL302-Medium0.427.82G1C2—MAC.MDM.LAM_like (Tier: relevant)13 cells — complete matches3243
ENSG0000028883502-Medium0.425.39G1C2———36110
SLC22A402-Medium0.4210.46G1C2—MAC.alveolar.capillary_interacting (Tier: relevant)
MAC.resident_repair.stress_iron (Tier: relevant)
MONO.CD14.repair_M2_like (Tier: relevant)
31 cells — complete matches289399
ENSG0000028948702-Medium0.4211.37G2C1———11
IQGAP302-Medium0.412.01G1C2——18 cells — complete matches34104
NLRP202-Medium0.409.30G2C2—T.CD4_naive.activated_stress (Tier: specific)
T.CD8_Tcm.NK_like (Tier: specific)
DC.pDC.immature_metabolic (Tier: relevant)
25 cells — complete matches910
ENSG0000030363402-Medium0.405.39G1C2———36110
PDLIM402-Medium0.4011.20G1C2EPI.salivary_intercalated_defense.inflammatory (L2)ASTRO.A1_reactive (Tier: specific)
EC.capillary.angiocrine (Tier: relevant)
70 cells — complete matches171263
EGR202-Medium0.409.05G2C1IPSC.neural_primed (L2)MAC.resident_repair (Tier: specific)
MONO.CD14.APC_like (Tier: specific)
HEP.periportal_metabolic.stress_chaperone (Tier: relevant)
MAC.resident_repair.lipid_phagocytic (Tier: relevant)
MONO.CD14.repair_M2_like (Tier: relevant)
54 cells — complete matches38
MEF2C-AS102-Medium0.3910.49G2C2——39 cells — complete matches4167
ENSG0000028378202-Medium0.3812.03G2C2———374500
CARINH02-Medium0.3811.70G2C2———411545
ENSG0000028583702-Medium0.335.45G2C1———2330
TNRC6A02-Medium0.334.04G2C2——EC.heart_remodeling.angiocrine (L2), EC.lymphatic.valve (L2), EPI.salivary_serous_acinar.quiescent (L2)922
IRF102-Medium0.317.15G2C2EC.arterial.inflammatory (L2), EPI.renal_principal_cell.activated_acute (L2), EPI.skin_interfollicular_spinous.early_differentiation (L2), FIB.hepatic_stellate_cell.inflammatory (L2), FIB.interstitial.immune_interact (L2), FIB.neurolectin_mucosa.inflammatory (L2), HEP.acute_phase.inflammatory (L2), PC.IgA_muocsal.plasmablast (L2)—25 cells — complete matches618847
ENSG0000030301302-Medium0.294.57G2C2———3539
SLC24A302-Medium0.276.75G2C2—haematopoietic_progenitor_cell (Tier: relevant)
EPI.extrahepatic_cholangiocyte (Tier: relevant)
EPI.extrahepatic_cholangiocyte.barrier_interface (Tier: relevant)
EPI.extrahepatic_cholangiocyte.mucin_secretory (Tier: relevant)
PLAT.adhesion (Tier: relevant)
36 cells — complete matches00
P4HA202-Medium0.2711.02G2C2—HEP.canalicular_transport.sterol_lipid_biosynthesis (Tier: relevant)
MAC.resident_repair.lipid_phagocytic (Tier: relevant)
MONO.CD14.repair_M2_like (Tier: relevant)
14 cells — complete matches213354
ENSG0000028743002-Medium0.277.63G2C2———00

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.