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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.

PRORT001663 · All tissues

PFKFB2/SRP14 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.

Description

Combined from 1 individual trait. The abundance of PFKFB2 protein relative to SRP14 protein, expressed as the PFKFB2/SRP14 ratio. Changes can reflect either protein and do not by themselves establish a direct interaction.

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 →

Protein ratios. Arithmetic average of mean IC scores across 1 member individual traits; individual traits are equally weighted, not pooled as independent P-values.

Member individual traits (1)

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 scoreSignificanceBest child CSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1hepatocyte36.87Significant3.30e-49 [GCST90315650]1.62Specific1,5153,822
2skeletal_muscle_cell10.25Significant2.10e-09 [GCST90315650]1.33Specific9442,600
3monocyte8.23Significant2.99e-40 [GCST90315650]1.30Specific2,1763,871
4B_cell6.18Significant5.23e-03 [GCST90315650]1.11Specific356694
5oligodendrocyte5.99Significant8.33e-04 [GCST90315650]1.14Specific3851,507
6microglia5.41Nominal1.00 [GCST90315650]1.09Other61129
7astrocyte3.62Nominal1.00 [GCST90315650]0.86Other2561,203
8macrophage2.96Nonsignificant1.00 [GCST90315650]0.92Other8131,732
9natural_killer_cell2.87Nonsignificant1.00 [GCST90315650]0.97Other1,2042,052
10dendritic_cell2.48Nonsignificant1.00 [GCST90315650]0.85Other496724
11platelet2.26Nonsignificant—0.37Other85104
12granulocyte1.95Nonsignificant1.00 [GCST90315650]0.72Other56
13innate_lymphoid_cell_21.76Nonsignificant1.00 [GCST90315650]0.80Other38
14oligodendrocyte_precursor_cell1.51Nonsignificant1.00 [GCST90315650]0.71Other4611,454
15T_cell1.51Nonsignificant1.00 [GCST90315650]0.75Other470959
16adipocyte1.41Nonsignificant1.00 [GCST90315650]0.67Other33111
17epithelial_cell1.37Nonsignificant1.00 [GCST90315650]0.84Other2447
18endothelial_cell1.20Nonsignificant1.00 [GCST90315650]0.59Other373974
19mesothelial_cell1.11Nonsignificant1.00 [GCST90315650]0.61Other636
20plasma_cell1.06Nonsignificant1.00 [GCST90315650]0.59Other1724
21haematopoietic_progenitor_cell0.37Nonsignificant1.00 [GCST90315650]0.54Other262502
22adipose_stem_and_progenitor_cell0.20Nonsignificant1.00 [GCST90315650]0.42Other327954
23muscle_stem_cell0.18Nonsignificant1.00 [GCST90315650]0.38Other727
24chondrocyte0.15Nonsignificant1.00 [GCST90315650]0.38Other5481,069
25thymocyte0.08Nonsignificant1.00 [GCST90315650]0.39Other168512
26neuron0.07Nonsignificant1.00 [GCST90315650]0.82Other3301,328
27fibroblast0.05Nonsignificant1.00 [GCST90315650]0.34Other184826
28smooth_muscle_cell0.04Nonsignificant1.00 [GCST90315650]0.35Other27139
29pericyte0.03Nonsignificant1.00 [GCST90315650]0.32Other128517
30granulosa_cell0.02Nonsignificant1.00 [GCST90315650]0.31Other293670
31melanocyte7.80e-03Nonsignificant1.00 [GCST90315650]0.28Other97309
32induced_pluripotent_stem_cell3.56e-03Nonsignificant1.00 [GCST90315650]0.41Other00
33schwann_cell7.64e-04Nonsignificant1.00 [GCST90315650]0.22Other1057
34cardiomyocyte2.16e-04Nonsignificant1.00 [GCST90315650]0.21Other5332,045

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceBest child CSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1HEP.periportal_metabolic46.60Significant6.79e-23 [GCST90315650]2.90Specific1,7504,427
2HEP.acute_phase33.77Significant1.00 [GCST90315650]0.54Specific1,4413,641
3HEP.canalicular_transport29.64Significant1.00 [GCST90315650]0.16Specific1,2903,434
4EPI.extrahepatic_cholangiocyte20.27Significant—2.74Relevant3771
5SKM.type_1_slow14.76Significant4.05e-30 [GCST90315650]3.58Specific9232,478
6EPI.alveolar_type_210.70Significant1.17e-06 [GCST90315650]1.28Specific8131,853
7MONO.CD149.36Significant2.00e-50 [GCST90315650]3.17Specific2,2944,139
8B.memory7.76Significant2.57e-14 [GCST90315650]2.19Specific442882
9SKM.type_2_fast6.91Significant1.00 [GCST90315650]0.00Specific9722,639
10EC.lymphatic6.88Significant2.11e-11 [GCST90315650]1.80Other630998
11OLG.oligodendrocyte5.99Significant——Specific3841,397
12MAC.kupffer5.98Significant0.62 [GCST90315650]1.09Other189530
13MAC.resident_cardiac5.96Significant1.53e-07 [GCST90315650]1.47Specific4851,074
14MG.microglia5.41Nominal——Other490
15B.naive5.11Nominal1.00 [GCST90315650]0.35Other307595
16MAC.resident_repair5.11Nominal0.31 [GCST90315650]1.13Other7961,426
17EPI.intrahepatic_cholangiocyte_defense5.05Nominal—1.30Other813
18MAC.microglia_like4.99Nominal1.00 [GCST90315650]0.94Other124179
19DC.cDC14.91Nominal0.38 [GCST90315650]1.16Other55112
20GRANU.neutrophil4.36Nominal1.90e-03 [GCST90315650]1.71Other1,2352,649
21EPI.lung_club_secretory3.86Nominal1.00 [GCST90315650]1.03Other514
22EPI.pancreatic_ductal_mucinous3.73Nominal1.00 [GCST90315650]1.09Other219430
23T.CD4_cytotoxic3.71Nominal1.14e-10 [GCST90315650]1.85Other8551,493
24EPI.intrahepatic_cholangiocyte_transport3.64Nominal—0.89Other1242
25ASTRO.astrocyte3.62Nominal——Other2281,111
26DC.mig3.60Nominal—0.55Other89156
27B.age_associated3.54Nominal1.00 [GCST90315650]0.25Other207350
28T.CD4_Th173.51Nominal1.54e-06 [GCST90315650]1.67Other421794
29EPI.ileal_enterocyte_absorptive3.40Nominal1.00 [GCST90315650]1.03Other118338
30MAC.MDM3.32Nominal0.52 [GCST90315650]1.09Other623986
31EPI.hepatic_ductular_cholangiocyte3.32Nominal1.00 [GCST90315650]0.96Other83243
32B.germinal_center2.96Nonsignificant1.00 [GCST90315650]0.21Other233655
33T.CD8_Tem2.89Nonsignificant9.54e-26 [GCST90315650]1.77Other1,0831,857
34NK.natural_killer_cell2.87Nonsignificant——Other1,2042,045
35T.gamma_delta2.80Nonsignificant1.94e-12 [GCST90315650]1.78Other5881,078
36DC.cDC22.79Nonsignificant0.08 [GCST90315650]1.33Other1,1891,793
37EPI.salivary_serous_acinar2.77Nonsignificant5.07e-03 [GCST90315650]1.13Other233531
38EC.liver_sinusoidal2.48Nonsignificant2.34e-04 [GCST90315650]1.54Other1,0831,925
39T.CD4_Tcm2.47Nonsignificant2.17e-17 [GCST90315650]1.58Other494988
40MONO.CD162.34Nonsignificant1.00 [GCST90315650]0.04Other1,3041,835
41PLAT.platelet2.26Nonsignificant—0.00Other3853
42HEP.pericentral_lipoprotein2.19Nonsignificant—0.00Other00
43MAC.resident_iron2.09Nonsignificant1.00 [GCST90315650]0.74Other1621
44EPI.thymic_medullary1.94Nonsignificant1.00 [GCST90315650]1.01Other26133
45T.CD8_Tcm1.93Nonsignificant0.13 [GCST90315650]1.20Other460926
46PC.IgG_systemic1.91Nonsignificant0.29 [GCST90315650]1.21Other4160
47EC.venous1.83Nonsignificant8.20e-20 [GCST90315650]1.56Other5161,387
48NEU.EXC_SYT21.82Nonsignificant—2.06Other4077
49ILC2.innate_lymphoid_cell_21.76Nonsignificant——Other20
50EPI.pancreatic_ductal_bicarbonate1.75Nonsignificant5.07e-03 [GCST90315650]1.18Other131548
51EPI.ectocervical_granular1.67Nonsignificant—0.82Other1123
52T.CD4_Tem1.59Nonsignificant0.42 [GCST90315650]1.10Other365697
53OPC.oligodendrocyte_precursor_cell1.51Nonsignificant——Other4131,269
54ADIPO.adipocyte1.41Nonsignificant——Other2062
55T.CD4_Th21.39Nonsignificant—0.10Other12
56T.CD4_Trm1.37Nonsignificant1.00 [GCST90315650]0.86Other176363
57T.CD4_transitional1.26Nonsignificant1.00 [GCST90315650]0.93Other48110
58T.CD8_transitional1.22Nonsignificant1.00 [GCST90315650]0.95Other497932
59T.CD4_naive1.14Nonsignificant1.00 [GCST90315650]0.77Other399866
60MESO.mesothelial_cell1.11Nonsignificant——Other218
61EPI.ileal_bile_transport1.03Nonsignificant1.00 [GCST90315650]0.92Other6193
62EPI.endocervical_secretory1.03Nonsignificant—0.00Other00
63T.MAIT1.02Nonsignificant1.00 [GCST90315650]0.72Other469855
64PC.IgA_muocsal0.95Nonsignificant0.98 [GCST90315650]0.62Other1831
65MAC.LAM0.86Nonsignificant1.00 [GCST90315650]0.40Other9142,064
66EPI.gastric_foveolar0.84Nonsignificant—0.65Other00
67EPI.pancreatic_islet0.73Nonsignificant1.00 [GCST90315650]0.83Other52132
68EPI.cervical_suprabasal0.69Nonsignificant—0.59Other1450
69EPI.tracheal_submucosal_gland0.68Nonsignificant—0.56Other00
70EPI.tracheal_basal0.62Nonsignificant1.00 [GCST90315650]0.88Other3981,120
71T.CD4_Treg0.59Nonsignificant1.00 [GCST90315650]0.29Other244511
72GRANU.MAST0.57Nonsignificant1.00 [GCST90315650]0.00Other56
73T.CD4_Tfh0.52Nonsignificant1.00 [GCST90315650]0.43Other4745
74EPI.tracheal_suprabasal0.51Nonsignificant1.00 [GCST90315650]0.82Other2956
75MAC.proliferating0.50Nonsignificant1.00 [GCST90315650]0.78Other87253
76EC.capillary0.46Nonsignificant1.00 [GCST90315650]0.27Other5141,635
77T.CD8_naive0.45Nonsignificant1.00 [GCST90315650]0.20Other317708
78EC.arterial0.44Nonsignificant1.00 [GCST90315650]0.36Other356885
79EC.heart_remodeling0.43Nonsignificant1.00 [GCST90315650]0.40Other5691,594
80EPI.colonic_tuft0.43Nonsignificant—0.49Other724
81EPI.renal_distal_tubule0.38Nonsignificant1.00 [GCST90315650]0.89Other133361
82HPC.haematopoietic_progenitor_cell0.37Nonsignificant——Other211370
83EPI.salivary_intercalated_defense0.33Nonsignificant1.00 [GCST90315650]0.88Other81161
84FIB.neurolectin_mucosa0.33Nonsignificant0.14 [GCST90315650]1.21Other133394
85NEU.EXC_CT0.31Nonsignificant1.00 [GCST90315650]1.13Other362384
86EPI.colonocyte0.29Nonsignificant1.00 [GCST90315650]0.97Other294815
87EPI.renal_proximal_tubule0.28Nonsignificant1.00 [GCST90315650]0.85Other525806
88T.CD8_Trm0.23Nonsignificant1.00 [GCST90315650]0.04Other211346
89EPI.thymic_cortical0.22Nonsignificant1.00 [GCST90315650]0.79Other442824
90EPI.colonic_enteroendocrine0.21Nonsignificant—0.30Other11
91ASPC.adipose_stem_and_progenitor_cell0.20Nonsignificant——Other324930
92EPI.ileal_enterocyte_crypt0.19Nonsignificant1.00 [GCST90315650]0.78Other67113
93MUSC.muscle_stem_cell0.18Nonsignificant——Other418
94FIB.tracheal_subepithelial0.18Nonsignificant—1.07Other00
95FIB.perivascular_interface0.16Nonsignificant0.86 [GCST90315650]1.10Other00
96CHOND.chondrocyte0.15Nonsignificant——Other519730
97EPI.bile_duct_cholangiocyte0.14Nonsignificant1.00 [GCST90315650]0.75Other3760
98EPI.skin_hair_follicle_bulge0.14Nonsignificant1.00 [GCST90315650]0.76Other51178
99EPI.renal_thick_ascending_limb0.13Nonsignificant1.00 [GCST90315650]0.78Other4531,153
100FIB.barrier_purinergic0.12Nonsignificant—1.20Other13
101EPI.esophageal_suprabasal0.09Nonsignificant1.00 [GCST90315650]0.75Other158404
102THYMO.thymocyte0.08Nonsignificant——Other163495
103FIB.hepatic_stellate_cell0.08Nonsignificant—0.94Other64252
104FIB.interstitial0.06Nonsignificant0.21 [GCST90315650]1.07Other288940
105SMC.smooth_muscle_cell0.04Nonsignificant——Other20101
106FIB.reticular0.03Nonsignificant1.00 [GCST90315650]0.86Other1987
107FIB.skin_neurosecretory0.03Nonsignificant—0.67Other00
108PERI.pericyte0.03Nonsignificant——Other1170
109FIB.barrier_secretory0.02Nonsignificant1.00 [GCST90315650]1.05Other81228
110GRNLSA.granulosa_cell0.02Nonsignificant——Other2570
111EPI.renal_intercalated_cell_type_A0.02Nonsignificant1.00 [GCST90315650]0.69Other67142
112MAC.alveolar0.01Nonsignificant1.00 [GCST90315650]0.21Other1,4323,122
113EPI.skin_keratinocyte_progenitor0.01Nonsignificant—0.00Other03
114EPI.esophageal_basal0.01Nonsignificant1.00 [GCST90315650]0.62Other410
115EPI.salivary_duct_excretory9.66e-03Nonsignificant1.00 [GCST90315650]0.70Other85180
116FIB.skin_sheath9.42e-03Nonsignificant1.00 [GCST90315650]0.80Other49118
117FIB.adventitial9.36e-03Nonsignificant1.00 [GCST90315650]0.65Other2681,447
118FIB.suburothelial8.83e-03Nonsignificant1.00 [GCST90315650]0.74Other122432
119FIB.lung_alveolar8.37e-03Nonsignificant—0.23Other615
120MEL.melanocyte7.80e-03Nonsignificant——Other79242
121EPI.pancreatic_ductal_perivascular6.25e-03Nonsignificant1.00 [GCST90315650]0.56Other430
122EPI.renal_immature_ureteric_bud5.53e-03Nonsignificant1.00 [GCST90315650]0.58Other217569
123EPI.renal_principal_cell5.16e-03Nonsignificant1.00 [GCST90315650]0.71Other207403
124EPI.lung_multiciliated5.15e-03Nonsignificant1.00 [GCST90315650]0.59Other1649
125EPI.pancreatic_acinar4.72e-03Nonsignificant1.00 [GCST90315650]0.70Other4291,475
126IPSC.induced_pluripotent_stem_cell3.56e-03Nonsignificant——Other00
127EPI.pancreatic_ductal_progenitor2.99e-03Nonsignificant1.00 [GCST90315650]0.54Other234873
128EPI.ileal_goblet2.66e-03Nonsignificant1.00 [GCST90315650]0.75Other181432
129FIB.skin_tenogenic2.07e-03Nonsignificant—0.03Other108227
130EPI.skin_sebaceous_duct_luminal2.00e-03Nonsignificant1.00 [GCST90315650]0.58Other100249
131FIB.transitioning1.79e-03Nonsignificant1.00 [GCST90315650]0.93Other172497
132NEU.EXC_IT1.42e-03Nonsignificant1.00 [GCST90315650]0.87Other411192
133EPI.skin_follicular_keratinizing1.17e-03Nonsignificant1.00 [GCST90315650]0.49Other3081
134SCHWN.schwann_cell7.64e-04Nonsignificant——Other733
135EPI.skin_appendage_keratinocyte5.85e-04Nonsignificant1.00 [GCST90315650]0.50Other87222
136EPI.renal_intercalated_cell_type_B5.60e-04Nonsignificant—0.00Other67
137EPI.alveolar_type_15.24e-04Nonsignificant1.00 [GCST90315650]0.43Other26101
138FIB.skin_papillary4.85e-04Nonsignificant—0.00Other00
139EPI.salivary_myoepithelial4.77e-04Nonsignificant1.00 [GCST90315650]0.48Other191714
140EPI.salivary_duct_ion_transport2.82e-04Nonsignificant1.00 [GCST90315650]0.45Other511
141EPI.skin_hair_follicle_companion2.75e-04Nonsignificant—0.00Other812
142NEU.INH_VIP2.67e-04Nonsignificant1.00 [GCST90315650]0.76Other241366
143EPI.skin_sweat_duct_keratinocyte2.19e-04Nonsignificant1.00 [GCST90315650]0.41Other146301
144CM.cardiomyocyte2.16e-04Nonsignificant——Other5242,032
145EPI.skin_keratinocyte_basal9.63e-05Nonsignificant—0.00Other1326
146EPI.skin_interfollicular_spinous8.01e-05Nonsignificant1.00 [GCST90315650]0.28Other260563
147DC.pDC5.66e-05Nonsignificant1.00 [GCST90315650]0.00Other4961,028
148NEU.INH_PVALB1.46e-05Nonsignificant1.00 [GCST90315650]0.53Other193183
149EPI.salivary_mucous_acinar4.56e-06Nonsignificant1.00 [GCST90315650]0.25Other6391,189
150NEU.EXC_NTNG12.92e-06Nonsignificant—0.00Other00
151NEU.INH_LAMP57.18e-07Nonsignificant1.00 [GCST90315650]0.14Other263532
152EPI.skin_keratinocyte_proliferating7.56e-08Nonsignificant1.00 [GCST90315650]0.03Other4776

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceBest child CSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1HEP.periportal_metabolic.urea_onecarbon_secretory58.29Significant8.70e-03 [GCST90315650]1.94Specific1,3323,053
2HEP.periportal_metabolic.canonical_urea_cycle49.71Significant0.86 [GCST90315650]1.15Specific1,464269
3HEP.periportal_metabolic.xenobiotic_detox47.39Significant0.86 [GCST90315650]1.10Specific1,440139
4HEP.periportal_metabolic.acute_phase_barrier47.16Significant0.87 [GCST90315650]0.99Specific533138
5HEP.acute_phase.complement_metabolic42.16Significant1.50e-04 [GCST90315650]2.32Specific1,4233,464
6HEP.acute_phase.hypoxia_lipid40.22Significant—0.48Relevant00
7HEP.acute_phase.inflammatory37.24Significant0.02 [GCST90315650]1.89Specific382649
8HEP.periportal_metabolic.stress_checkpoint36.36Significant1.00 [GCST90315650]0.63Specific234786
9HEP.periportal_metabolic.stress_chaperone36.19Significant—0.00Relevant66128
10HEP.periportal_metabolic.apolipoprotein_secretory34.80Significant1.00 [GCST90315650]0.48Relevant43110
11HEP.canalicular_transport.inflammatory34.70Significant3.96e-04 [GCST90315650]2.34Specific1,335194
12HEP.canalicular_transport.sterol_lipid_biosynthesis33.47Significant—0.43Relevant1020
13HEP.canalicular_transport.baseline33.26Significant0.33 [GCST90315650]1.51Specific199477
14HEP.periportal_metabolic.inflammatory_activated32.02Significant1.00 [GCST90315650]0.16Specific7121,610
15HEP.acute_phase.baseline30.98Significant1.00 [GCST90315650]0.70Specific94619
16HEP.canalicular_transport.pericentral_like_hypoxia29.52Significant1.00 [GCST90315650]0.83Specific3268
17HEP.acute_phase.proliferative26.65Significant—0.00Relevant46
18HEP.canalicular_transport.ductular_like_transition25.27Significant1.00 [GCST90315650]0.46Specific40087
19HEP.canalicular_transport.secretory_ERAD_UPR24.54Significant1.00 [GCST90315650]0.36Specific23228
20HEP.canalicular_transport.injury_stress24.29Significant1.00 [GCST90315650]0.13Specific28924
21EPI.extrahepatic_cholangiocyte.mucin_secretory23.45Significant—0.00Relevant00
22MAC.kupffer.monocyte_like23.17Significant—1.39Relevant00
23HEP.acute_phase.stress_secretory22.03Significant1.00 [GCST90315650]0.25Relevant263
24HEP.acute_phase.complement_antiviral21.63Significant1.00 [GCST90315650]0.13Specific377751
25SKM.type_1_slow.oxidative17.14Significant3.26e-06 [GCST90315650]3.10Specific802251
26EPI.extrahepatic_cholangiocyte.barrier_interface16.89Significant—0.00Relevant00
27SKM.type_1_slow.contractile14.44Significant1.00 [GCST90315650]0.80Specific5968
28MONO.CD14.cord_tolerance12.75Significant0.17 [GCST90315650]1.60Relevant864753
29EPI.alveolar_type_2.stress_response12.08Significant0.28 [GCST90315650]1.47Relevant6751,562
30SKM.type_1_slow.glycolytic11.86Significant1.00 [GCST90315650]0.00Relevant362647
31EPI.intrahepatic_cholangiocyte_transport.mucin_secretory11.01Significant—1.15Relevant00
32EC.lymphatic.scavenger10.97Significant0.44 [GCST90315650]1.18Relevant203257
33EPI.alveolar_type_2.injury_primed10.92Significant0.50 [GCST90315650]1.14Relevant434245
34MONO.CD14.remodeling9.98Significant0.17 [GCST90315650]1.24Specific2,373295
35MONO.CD14.baseline9.77Significant0.17 [GCST90315650]1.23Specific2,26876
36MAC.microglia_like.phagocytic_redox9.53Significant—0.69Relevant00
37EPI.pancreatic_ductal_bicarbonate.barrier_mucin9.16Significant1.01e-09 [GCST90315650]1.16Specific219533
38OLG.reactive_repair8.82Significant5.79e-07 [GCST90315650]2.48Specific385385
39MONO.CD14.platelet_bound8.46Significant0.81 [GCST90315650]1.03Relevant964176
40B.memory.activated8.45Significant0.61 [GCST90315650]1.18Relevant10529
41B.memory.baseline8.38Significant1.61e-03 [GCST90315650]1.69Specific47299
42ASTRO.A1_reactive8.26Significant5.15e-03 [GCST90315650]1.56Specific433394
43DC.cDC1.homeostatic_inhibitory8.11Significant—1.21Relevant00
44B.memory.pDC_imprint7.84Significant0.91 [GCST90315650]0.95Relevant157103
45EPI.intrahepatic_cholangiocyte_defense.secretory_barrier7.56Significant—0.73Relevant00
46OLG.regulatory7.53Significant3.98e-08 [GCST90315650]2.25Specific35373
47EPI.alveolar_type_2.baseline_surfactant7.48Significant1.00 [GCST90315650]0.14Relevant649
48OLG.regulatory_activated7.36Significant0.11 [GCST90315650]1.55Relevant196614
49SKM.type_2_fast.oxidative_IIa7.26Significant4.85e-03 [GCST90315650]2.24Specific94656
50MONO.CD14.APC_like7.26Significant1.00 [GCST90315650]0.27Relevant1,6862,493
51MAC.resident_repair.chemokine_angiocrine7.08Significant0.28 [GCST90315650]1.41Other87138
52EC.lymphatic.valve6.74Significant—0.00Relevant00
53MAC.kupffer.fibrogenic6.72Significant—0.58Relevant00
54EC.lymphatic.baseline6.72Significant0.44 [GCST90315650]1.19Other3872
55B.memory.migratory6.49Significant1.00 [GCST90315650]0.70Relevant123208
56MAC.resident_cardiac.phagocytic_homeostasis6.43Significant7.83e-05 [GCST90315650]2.61Specific5641,221
57MAC.MDM.complement_resolving6.32Significant0.13 [GCST90315650]1.34Other440860
58SKM.type_2_fast.glycolytic_IIx_IIb6.31Significant0.99 [GCST90315650]0.25Relevant5651,482
59B.naive.purinergic6.28Significant7.32e-06 [GCST90315650]2.16Specific384820
60EPI.lung_club_secretory.canonical_surfactant6.24Significant—0.49Relevant74104
61ASTRO.neuromodulatory6.18Significant0.15 [GCST90315650]1.36Relevant34172
62OLG.stress6.06Significant0.64 [GCST90315650]1.08Relevant2328
63MAC.resident_repair.stress_iron6.04Significant0.54 [GCST90315650]1.38Relevant4897
64ASTRO.stress_acute6.03Significant0.15 [GCST90315650]1.36Relevant6056
65MG.baseline5.97Significant0.21 [GCST90315650]1.62Relevant165
66B.naive.activated5.88Significant0.18 [GCST90315650]1.55Relevant77127
67EPI.hepatic_ductular_cholangiocyte.acute_phase_complement5.80Significant—0.00Other00
68EPI.hepatic_ductular_cholangiocyte.ion_transport5.79Significant—1.01Relevant00
69B.naive.remodeling5.62Significant0.96 [GCST90315650]1.14Relevant135230
70EC.lymphatic.tip_migratory5.60Significant0.81 [GCST90315650]0.81Other2337
71OLG.vesicle_trafficking5.48Nominal1.00 [GCST90315650]0.64Other12410
72EPI.lung_club_secretory.ciliogenesis_primed5.37Nominal—0.79Other00
73B.naive.proteostasis5.34Nominal1.00 [GCST90315650]0.80Other4969
74GRANU.neutrophil.tissue_patrolling5.25Nominal—0.52Other00
75B.naive.antigen_presenting_ready5.22Nominal1.00 [GCST90315650]1.00Other4873
76EPI.ileal_enterocyte_absorptive.brush_border5.13Nominal1.67e-07 [GCST90315650]2.44Other5801,717
77DC.cDC1.cross_presenting4.96Nominal—0.00Other00
78MG.phagocytic_APC4.89Nominal0.89 [GCST90315650]0.49Other258
79MAC.resident_cardiac.antigen_presenting4.80Nominal0.95 [GCST90315650]0.32Other5227
80NK.adaptive_terminal_cytotoxic4.80Nominal4.09e-07 [GCST90315650]2.37Other485802
81EC.liver_sinusoidal.inflammatory4.76Nominal—0.59Other223154
82B.naive.receptor_recycle4.70Nominal1.00 [GCST90315650]0.69Other510
83MAC.resident_repair.ECM_stromal_crosstalk4.68Nominal0.84 [GCST90315650]0.90Other95158
84OLG.myelinating_mature4.65Nominal1.00 [GCST90315650]0.14Other36394
85MG.expanding4.55Nominal0.89 [GCST90315650]0.55Other21
86GRANU.neutrophil.antiviral_endotoxin4.54Nominal—0.38Other00
87DC.cDC2.adhesion_signaling4.52Nominal0.43 [GCST90315650]1.19Other359
88EPI.ectocervical_granular.secretory_apocrine4.52Nominal—1.15Other00
89EC.liver_sinusoidal.stress4.49Nominal—1.22Other413158
90MAC.resident_cardiac.inflammatory_reparative4.45Nominal0.95 [GCST90315650]0.30Other3196
91MAC.microglia_like.inflammatory_chemokine4.45Nominal—0.16Other2032
92EPI.pancreatic_ductal_mucinous.mucin_rich_barrier4.40Nominal0.03 [GCST90315650]1.83Other4491,034
93EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion4.34Nominal—0.27Other53
94B.naive.metabolic4.25Nominal1.00 [GCST90315650]0.42Other5079
95DC.cDC1.activated4.22Nominal—0.00Other00
96OLG.myelinating_stress4.21Nominal1.00 [GCST90315650]0.25Other23262
97B.age_associated.naive_transitional4.21Nominal—0.52Other00
98B.memory.preactivated4.18Nominal1.00 [GCST90315650]0.19Other173174
99EC.lymphatic.activated4.08Nominal0.81 [GCST90315650]0.83Other4773
100T.CD4_cytotoxic.precursor4.04Nominal0.30 [GCST90315650]1.53Other15667
101DC.cDC1.baseline4.02Nominal—0.00Other00
102T.CD4_cytotoxic.NK_adapted3.96Nominal0.19 [GCST90315650]1.76Other8233
103T.CD4_Th17.cytotoxic3.84Nominal0.11 [GCST90315650]1.74Other332123
104MAC.resident_repair.antigen_presenting3.81Nominal0.88 [GCST90315650]0.64Other244113
105EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate3.78Nominal—0.68Other00
106EPI.ectocervical_granular.inflammatory3.74Nominal—0.32Other00
107B.naive.baseline3.73Nominal1.00 [GCST90315650]0.47Other1013
108T.CD4_cytotoxic.terminal_effector3.73Nominal0.71 [GCST90315650]1.06Other28621
109EC.liver_sinusoidal.secretory_lipoprotein3.67Nominal0.12 [GCST90315650]1.40Other12070
110EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit3.67Nominal—2.22e-16Other00
111MAC.kupffer.tolerogenic3.66Nominal—0.17Other4549
112PC.IgG_systemic.interacting3.62Nominal0.76 [GCST90315650]1.39Other00
113DC.mig.baseline3.60Nominal—0.00Other10
114NK.adaptive_HLAE_tuned3.55Nominal0.02 [GCST90315650]1.62Other1,124189
115B.germinal_center.LZ_selection3.53Nominal—0.73Other00
116B.naive.restrained3.53Nominal1.00 [GCST90315650]0.00Other183353
117T.CD4_Th17.baseline3.49Nominal0.70 [GCST90315650]0.81Other515
118B.age_associated.migratory3.46Nominal0.62 [GCST90315650]0.83Other22
119ILC2.quiescent3.45Nominal—0.35Other00
120GRANU.neutrophil.primed_degranulation3.43Nominal—0.00Other00
121T.CD8_Tem.signaling_turnover3.42Nominal0.31 [GCST90315650]1.42Other425683
122NK.cytokine_vascular_patrolling3.41Nominal0.12 [GCST90315650]1.38Other86394
123MONO.CD16.inflammatory3.40Nominal5.18e-05 [GCST90315650]1.82Other1,640168
124T.CD4_cytotoxic.activated3.38Nominal0.88 [GCST90315650]0.51Other31
125NK.adaptive_classII_inhibitory3.37Nominal0.03 [GCST90315650]1.64Other880154
126MONO.CD14.inflammatory3.36Nominal1.00 [GCST90315650]0.08Other92134
127EPI.pancreatic_ductal_mucinous.remodeling_channel_rich3.34Nominal—0.00Other00
128MONO.CD16.hepatic_mac_like3.30Nominal0.14 [GCST90315650]1.41Other803117
129B.age_associated.activated3.26Nominal—0.00Other1822
130MAC.kupffer.stress3.26Nominal0.34 [GCST90315650]1.20Other93
131NK.cytokine_quiescent3.25Nominal0.81 [GCST90315650]1.11Other6231,062
132T.CD4_cytotoxic.baseline3.22Nominal0.88 [GCST90315650]0.61Other00
133T.CD4_Th17.migratory3.21Nominal0.70 [GCST90315650]0.89Other1323
134T.CD8_Tem.motility_primed3.18Nominal0.62 [GCST90315650]1.15Other2694
135B.germinal_center.DZ_S_phase3.17Nominal—0.21Other00
136MAC.resident_iron.heme_recycling3.15Nominal—0.88Other3037
137DC.cDC2.migratory3.12Nominal0.43 [GCST90315650]1.13Other18539
138NK.adaptive_axis_baseline3.08Nominal1.00 [GCST90315650]0.80Other1,008153
139T.CD8_Tem.TEMRA3.07Nominal0.31 [GCST90315650]1.43Other9201,088
140NK.cytokine_biosynthetic_primed3.07Nominal1.00 [GCST90315650]0.83Other36021
141T.CD4_Tcm.DC_interact3.07Nominal0.11 [GCST90315650]1.68Other7232
142B.germinal_center.LZ_survival3.06Nominal—0.37Other00
143NK.cytokine_repair_primed3.06Nominal1.00 [GCST90315650]0.98Other26611
144NK.cytokine_axis_baseline3.04Nominal0.62 [GCST90315650]1.13Other1,172116
145MAC.resident_iron.APC_iron_sensing3.02Nominal0.90 [GCST90315650]1.13Other211114
146DC.cDC2.antiviral3.02Nominal0.43 [GCST90315650]1.17Other10037
147MONO.CD16.platelet_bound3.00Nonsignificant0.27 [GCST90315650]1.39Other372508
148DC.cDC2.monocyte_like2.99Nonsignificant0.43 [GCST90315650]1.13Other1,285791
149T.CD4_Tcm.secretory2.98Nonsignificant0.47 [GCST90315650]1.44Other2011
150NEU.EXC_SYT2.synaptic2.96Nonsignificant—0.48Other00
151T.CD4_Tcm.synapse_dynamics2.96Nonsignificant0.47 [GCST90315650]1.36Other1510
152T.CD8_Tem.stress_adapted2.92Nonsignificant0.90 [GCST90315650]0.79Other607520
153T.gamma_delta.cytotoxic_effector2.90Nonsignificant0.22 [GCST90315650]1.44Other349109
154T.CD4_Trm.stress_adaptive2.89Nonsignificant0.28 [GCST90315650]1.40Other822
155T.gamma_delta.early_effector2.85Nonsignificant0.25 [GCST90315650]1.28Other890
156ASTRO.hypoxia_angiogenic2.83Nonsignificant0.72 [GCST90315650]1.17Other518
157EPI.salivary_serous_acinar.secretory_active2.82Nonsignificant0.08 [GCST90315650]1.72Other24269
158T.CD4_Tcm.RNA_control2.79Nonsignificant0.47 [GCST90315650]1.30Other964
159T.CD4_Tcm.effector_like2.79Nonsignificant0.47 [GCST90315650]1.34Other293533
160ASTRO.immature_lipid2.77Nonsignificant1.00 [GCST90315650]0.75Other23113
161T.gamma_delta.central_memory2.65Nonsignificant0.90 [GCST90315650]0.66Other460919
162PC.IgG_systemic.stress2.63Nonsignificant—0.95Other15
163T.CD4_Tem.long_term_memory2.63Nonsignificant1.59e-03 [GCST90315650]1.64Other314587
164T.CD8_Tem.early_helper_like2.63Nonsignificant0.84 [GCST90315650]0.94Other445755
165MAC.kupffer.metabolic2.62Nonsignificant—0.00Other2536
166T.CD8_Tem.baseline2.62Nonsignificant0.90 [GCST90315650]0.68Other458356
167EPI.salivary_serous_acinar.quiescent2.62Nonsignificant0.81 [GCST90315650]0.68Other178493
168PLAT.megakaryocytic2.59Nonsignificant—0.97Other00
169T.CD8_Tcm.gut_homing2.57Nonsignificant0.29 [GCST90315650]1.46Other380112
170EPI.colonocyte.distal_absorptive2.56Nonsignificant—1.62Other00
171DC.cDC1.proliferative2.54Nonsignificant—0.00Other00
172T.CD4_Tcm.retro_ZNF1172.53Nonsignificant0.94 [GCST90315650]1.11Other59
173NK.adaptive_immature_precursor2.53Nonsignificant1.00 [GCST90315650]0.49Other358111
174B.germinal_center.LZ_memory_precursor2.49Nonsignificant—0.00Other00
175T.CD4_Tcm.tissue_homing2.48Nonsignificant0.94 [GCST90315650]0.92Other7846
176EC.venous.activated2.48Nonsignificant0.09 [GCST90315650]1.51Other247752
177T.CD4_Tcm.imprinted_splicing2.46Nonsignificant0.94 [GCST90315650]0.95Other617
178T.CD4_Tcm.crosstalk_myeloid2.44Nonsignificant1.00 [GCST90315650]0.76Other54
179EC.venous.remodeling_stalk2.43Nonsignificant0.18 [GCST90315650]1.44Other559566
180HEP.pericentral_lipoprotein.UPR_redox2.42Nonsignificant—0.67Other00
181NK.adaptive_biosynthetic_primed2.42Nonsignificant1.00 [GCST90315650]0.61Other244405
182EPI.hepatic_ductular_cholangiocyte.barrier_chemokine2.39Nonsignificant—0.00Other69
183T.CD4_Tcm.migratory_cilium2.35Nonsignificant0.94 [GCST90315650]0.94Other510
184DC.cDC2.tolerogenic_regulatory2.31Nonsignificant0.47 [GCST90315650]1.07Other444
185ADIPO.immature2.30Nonsignificant—0.53Other2440
186T.CD4_Tcm.baseline2.30Nonsignificant1.00 [GCST90315650]0.50Other6131
187MAC.MDM.APC_dendritic2.29Nonsignificant0.77 [GCST90315650]0.84Other4815
188EPI.lung_club_secretory.inflammatory2.24Nonsignificant—0.00Other00
189MAC.microglia_like.patrolling_adhesive2.20Nonsignificant—0.00Other00
190EPI.intrahepatic_cholangiocyte_defense.raft_maturation2.19Nonsignificant—0.00Other00
191EPI.thymic_medullary.stress_APC2.17Nonsignificant0.11 [GCST90315650]1.63Other24
192T.CD8_Tcm.effector_bias2.16Nonsignificant0.29 [GCST90315650]1.41Other199329
193T.CD4_Tcm.stress2.14Nonsignificant1.00 [GCST90315650]0.65Other511
194NK.adaptive_adipose_stress2.14Nonsignificant1.00 [GCST90315650]0.40Other37439
195ADIPO.inflammatory2.14Nonsignificant—0.97Other00
196T.CD4_Trm.metal_stress2.14Nonsignificant0.44 [GCST90315650]1.31Other3458
197MAC.kupffer.inflammatory2.11Nonsignificant—0.00Other74
198HPC.CLP_B_primed2.11Nonsignificant—1.76Other00
199EPI.thymic_medullary.canonical_alarmin2.07Nonsignificant0.11 [GCST90315650]1.79Other817
200MONO.CD16.baseline2.07Nonsignificant0.57 [GCST90315650]1.03Other501
201PLAT.adhesion2.06Nonsignificant—0.00Other00
202T.CD4_Tcm.Tfh_like2.04Nonsignificant1.00 [GCST90315650]0.42Other102214
203B.germinal_center.DZ_M_phase2.04Nonsignificant—0.00Other00
204T.CD4_Tcm.regulatory_poised2.02Nonsignificant0.94 [GCST90315650]1.06Other23
205T.CD8_Tcm.helper_like2.02Nonsignificant1.00 [GCST90315650]0.81Other81159
206EC.venous.quiescent_homeostatic2.02Nonsignificant0.18 [GCST90315650]1.39Other456360
207T.CD4_Tcm.Th2_like2.00Nonsignificant1.00 [GCST90315650]0.34Other2355
208DC.cDC2.pro_inflammatory1.99Nonsignificant0.84 [GCST90315650]0.74Other35
209HEP.pericentral_lipoprotein.ApoB_coagulation1.97Nonsignificant—0.00Other00
210T.CD4_Th2.tissue_adapted1.96Nonsignificant—0.97Other00
211EPI.hepatic_ductular_cholangiocyte.secretory_transport1.91Nonsignificant—0.00Other00
212MAC.MDM.inflammatory_phagocytic1.91Nonsignificant0.77 [GCST90315650]0.87Other19952
213EPI.pancreatic_ductal_mucinous.proliferative_gastric_like1.90Nonsignificant—0.00Other00
214MONO.CD14.repair_M2_like1.86Nonsignificant1.00 [GCST90315650]0.00Other5501,495
215OPC.proliferative_immune_interact1.81Nonsignificant0.03 [GCST90315650]1.91Other180373
216EPI.colonocyte.ionocyte_BEST41.80Nonsignificant0.54 [GCST90315650]1.20Other103188
217T.CD8_transitional.early1.76Nonsignificant2.56e-05 [GCST90315650]1.46Other32755
218EPI.hepatic_ductular_cholangiocyte.polarity1.75Nonsignificant—0.00Other00
219EC.venous.baseline1.73Nonsignificant1.00 [GCST90315650]0.54Other346807
220EC.liver_sinusoidal.prostanoid1.72Nonsignificant—0.00Other1164
221T.CD4_transitional.baseline1.68Nonsignificant0.05 [GCST90315650]1.43Other5997
222EPI.thymic_medullary.hormone_xeno_barrier1.68Nonsignificant—0.00Other08
223T.CD8_Tcm.baseline1.67Nonsignificant1.00 [GCST90315650]0.59Other9089
224EPI.ileal_enterocyte_absorptive.villus_tip1.64Nonsignificant1.00 [GCST90315650]0.00Other43
225T.CD8_transitional.Trm_primed1.64Nonsignificant9.59e-03 [GCST90315650]1.38Other10815
226NEU.EXC_CT.Ca2_sensor1.63Nonsignificant—1.44Other00
227OPC.premyelinating1.61Nonsignificant0.24 [GCST90315650]1.36Other18512
228MESO.activated_stress1.56Nonsignificant—0.37Other00
229ASTRO.synaptic_interaction1.56Nonsignificant1.00 [GCST90315650]0.47Other76334
230EPI.endocervical_secretory.secretory_translocon1.54Nonsignificant—0.67Other00
231T.CD4_Tcm.APC_mimicry1.52Nonsignificant1.00 [GCST90315650]0.05Other5443
232T.CD4_Tem.transitional_CM1.50Nonsignificant1.00 [GCST90315650]0.77Other3120
233ASTRO.stress_mito1.49Nonsignificant1.00 [GCST90315650]0.21Other47110
234PC.IgG_systemic.secretory1.48Nonsignificant0.87 [GCST90315650]0.94Other00
235T.CD4_transitional.tissue_enagement1.48Nonsignificant0.99 [GCST90315650]0.84Other511
236T.CD4_Trm.activated1.48Nonsignificant0.66 [GCST90315650]1.19Other3226
237T.CD4_transitional.APC_interacting1.48Nonsignificant0.99 [GCST90315650]0.90Other1014
238MAC.LAM.inflammatory_APC1.45Nonsignificant1.88e-05 [GCST90315650]1.33Other872165
239T.CD4_Tem.inflammatory1.43Nonsignificant1.00 [GCST90315650]0.90Other286
240T.CD4_Trm.central_like1.42Nonsignificant0.92 [GCST90315650]0.95Other3831
241MAC.resident_iron.heme_catabolism1.42Nonsignificant1.00 [GCST90315650]0.68Other3051
242EPI.ectocervical_granular.immune_interact1.41Nonsignificant—0.00Other00
243T.CD8_transitional.stress1.40Nonsignificant—0.25Other2434
244T.CD4_naive.survival_mitoprot1.38Nonsignificant0.44 [GCST90315650]1.47Other137
245MAC.resident_repair.lipid_phagocytic1.37Nonsignificant0.84 [GCST90315650]0.80Other228604
246T.CD4_Trm.baseline1.33Nonsignificant0.92 [GCST90315650]0.85Other3121
247EPI.thymic_medullary.proliferative_APC1.31Nonsignificant—0.00Other00
248T.CD4_naive.resist_bystander1.28Nonsignificant0.99 [GCST90315650]1.09Other4025
249T.CD4_naive.mature_mitoprot1.28Nonsignificant0.52 [GCST90315650]1.19Other212476
250T.CD4_naive.survival_neddylation1.28Nonsignificant0.11 [GCST90315650]1.66Other2638
251T.CD4_naive.neddylation_mitoprot1.28Nonsignificant0.52 [GCST90315650]1.25Other9356
252T.CD4_naive.purinergic1.26Nonsignificant1.00 [GCST90315650]0.81Other491
253PC.IgA_muocsal.plasmablast1.25Nonsignificant0.21 [GCST90315650]1.32Other54
254MONO.CD16.patrolling1.25Nonsignificant1.00 [GCST90315650]0.20Other797216
255EC.venous.adipose_lipid1.24Nonsignificant1.00 [GCST90315650]0.24Other254476
256MESO.baseline1.23Nonsignificant0.12 [GCST90315650]1.39Other06
257T.MAIT.MAPK_brake1.22Nonsignificant0.68 [GCST90315650]1.31Other4466
258EPI.pancreatic_islet.alpha1.22Nonsignificant—0.24Other152330
259PC.IgA_muocsal.activated1.21Nonsignificant0.20 [GCST90315650]1.26Other178
260OPC.homeostatic1.21Nonsignificant0.97 [GCST90315650]0.32Other394160
261NK.cytokine_lung_immediate_early1.19Nonsignificant1.00 [GCST90315650]0.21Other424274
262T.CD4_naive.homeostatic1.17Nonsignificant0.99 [GCST90315650]1.05Other215108
263ILC2.activated1.17Nonsignificant—0.00Other00
264T.CD4_naive.Treg_like1.15Nonsignificant0.99 [GCST90315650]1.05Other12172
265EPI.ileal_bile_transport.absorptive_xenobiotic1.14Nonsignificant0.11 [GCST90315650]1.73Other1112
266T.MAIT.cytotoxic1.13Nonsignificant0.68 [GCST90315650]1.16Other5215
267T.MAIT.vesicle1.13Nonsignificant0.68 [GCST90315650]1.11Other3765
268EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling1.13Nonsignificant—0.32Other00
269T.CD4_Trm.cytotoxic_effector1.12Nonsignificant0.92 [GCST90315650]0.82Other11877
270EPI.hepatic_ductular_cholangiocyte.stress1.11Nonsignificant—0.00Other00
271T.CD4_naive.survival1.10Nonsignificant1.00 [GCST90315650]0.86Other1217
272MESO.activated_migratory1.09Nonsignificant—0.29Other00
273T.CD8_transitional.effector_primed1.09Nonsignificant1.00 [GCST90315650]0.81Other435151
274T.CD4_naive.neddylation1.07Nonsignificant1.00 [GCST90315650]0.90Other104222
275PC.IgG_systemic.metabolic1.07Nonsignificant0.87 [GCST90315650]0.53Other4663
276EPI.renal_distal_tubule.ciliated_remodelling1.04Nonsignificant—1.04Other00
277NK.cytokine_tissue_activation1.04Nonsignificant1.00 [GCST90315650]0.19Other267450
278T.CD4_Treg.central_naive_like1.04Nonsignificant6.63e-04 [GCST90315650]1.89Other33345
279EPI.renal_distal_tubule.stress1.04Nonsignificant—0.89Other00
280T.CD4_naive.mature1.02Nonsignificant1.00 [GCST90315650]0.83Other211100
281T.CD4_Th2.precursor1.00Nonsignificant—0.00Other00
282PC.IgA_muocsal.migratory0.98Nonsignificant0.56 [GCST90315650]1.03Other41
283MAC.MDM.LAM_like0.96Nonsignificant0.77 [GCST90315650]0.89Other1214
284T.MAIT.early_activation0.95Nonsignificant0.90 [GCST90315650]0.78Other574
285MESO.antiviral0.94Nonsignificant—0.00Other38
286MAC.LAM.lipid_opsonization0.94Nonsignificant0.46 [GCST90315650]1.17Other4514
287EPI.tracheal_submucosal_gland.acinar_serous0.89Nonsignificant—0.73Other00
288T.CD4_naive.proteostasis0.89Nonsignificant1.00 [GCST90315650]0.45Other149
289T.MAIT.quiescent0.89Nonsignificant0.94 [GCST90315650]0.54Other1005
290T.CD8_naive.mito_proteostasis0.89Nonsignificant1.59e-05 [GCST90315650]2.09Other428100
291T.MAIT.stress0.87Nonsignificant—0.04Other00
292T.MAIT.migratory0.86Nonsignificant0.90 [GCST90315650]0.87Other101
293MAC.proliferating.stress0.86Nonsignificant—0.52Other87136
294EPI.gastric_foveolar.baseline0.84Nonsignificant—0.00Other00
295ASTRO.homeostatic0.83Nonsignificant1.00 [GCST90315650]0.04Other200431
296EPI.ileal_enterocyte_crypt.villus_transition0.83Nonsignificant—1.67Other710
297T.CD4_naive.proteostasis_mitoprot0.82Nonsignificant1.00 [GCST90315650]0.38Other1537
298EC.liver_sinusoidal.remodeling_lipotoxicity0.81Nonsignificant—0.00Other9058
299HPC.GMP_inflammatory0.80Nonsignificant0.66 [GCST90315650]1.11Other2010
300EPI.tracheal_suprabasal.secretory_immune0.80Nonsignificant—0.64Other00
301GRANU.MAST.activated_acute0.78Nonsignificant—0.80Other00
302T.CD4_Tem.cytotoxic_effector0.78Nonsignificant1.00 [GCST90315650]0.39Other225398
303ADIPO.thermogenic0.77Nonsignificant—0.00Other00
304ASPC.mesothelial_like0.76Nonsignificant0.01 [GCST90315650]1.51Other143486
305EC.heart_remodeling.angiocrine0.76Nonsignificant0.22 [GCST90315650]1.22Other182525
306EC.arterial.arteriole_interface0.76Nonsignificant0.11 [GCST90315650]1.48Other3112
307THYMO.DP_early_stress0.76Nonsignificant—2.16Other00
308ASPC.activated0.76Nonsignificant9.70e-05 [GCST90315650]1.42Other164162
309T.CD4_Tfh.precursor_migratory0.74Nonsignificant0.26 [GCST90315650]1.27Other7227
310ADIPO.hypoxia_remodelling0.73Nonsignificant—0.00Other29105
311GRANU.MAST.activated_repair0.73Nonsignificant—0.31Other01
312EPI.ileal_bile_transport.detox_transcytosis0.73Nonsignificant—0.00Other01
313T.CD8_Tcm.NK_like0.72Nonsignificant1.00 [GCST90315650]0.04Other334581
314EPI.cervical_suprabasal.secretory_vesicle0.71Nonsignificant—0.00Other00
315EPI.tracheal_basal.homeostatic_progenitor0.71Nonsignificant0.41 [GCST90315650]1.39Other28574
316EPI.salivary_serous_acinar.seromucous_like0.69Nonsignificant—0.00Other00
317EPI.salivary_intercalated_defense.canonical_antimicrobial0.67Nonsignificant2.23e-03 [GCST90315650]1.44Other1122
318EC.venous.cardiac_structural0.67Nonsignificant0.46 [GCST90315650]1.17Other102229
319EC.arterial.inflammatory0.66Nonsignificant0.09 [GCST90315650]1.52Other6350
320EC.capillary.inflammatory0.66Nonsignificant0.34 [GCST90315650]1.23Other2751
321EPI.cervical_suprabasal.inflammatory_repair0.66Nonsignificant—0.00Other00
322T.CD4_naive.activated_stress0.65Nonsignificant1.00 [GCST90315650]0.37Other339429
323EC.arterial.angiogenic_tip0.63Nonsignificant—0.57Other3037
324EC.capillary.stress0.63Nonsignificant0.58 [GCST90315650]1.15Other4436
325MESO.secretory_structural0.62Nonsignificant—0.00Other00
326T.CD4_transitional.primed_cytotoxic0.61Nonsignificant0.99 [GCST90315650]0.48Other2830
327EC.heart_remodeling.remodeling_secretory0.60Nonsignificant0.22 [GCST90315650]1.23Other6051,341
328ASTRO.A2_reactive0.58Nonsignificant1.00 [GCST90315650]0.00Other1037
329EC.capillary.angiogenic_tip0.57Nonsignificant0.69 [GCST90315650]1.11Other186218
330EC.capillary.postcap_venule0.57Nonsignificant0.34 [GCST90315650]1.28Other355261
331EPI.renal_thick_ascending_limb.barrier_repair0.57Nonsignificant0.08 [GCST90315650]1.19Other141284
332T.CD4_Tfh.effector_migratory0.57Nonsignificant0.64 [GCST90315650]1.10Other12257
333T.CD8_naive.cytokine_dampened0.56Nonsignificant0.15 [GCST90315650]1.37Other714
334T.CD4_transitional.primed_helper_effector0.55Nonsignificant0.99 [GCST90315650]0.60Other1943
335EPI.pancreatic_islet.delta0.53Nonsignificant—0.39Other00
336PC.IgA_muocsal.baseline0.53Nonsignificant1.00 [GCST90315650]0.28Other35
337T.CD8_naive.splicing_enriched0.53Nonsignificant0.04 [GCST90315650]1.48Other12016
338HPC.MPP_activated0.51Nonsignificant—0.71Other00
339EPI.colonic_tuft.homeostatic0.50Nonsignificant—0.42Other00
340EPI.tracheal_basal.activated_stress0.49Nonsignificant0.98 [GCST90315650]0.08Other320
341EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo0.49Nonsignificant—0.00Other00
342EPI.colonic_enteroendocrine.Lcell_peptide0.49Nonsignificant—0.97Other00
343EC.arterial.ion_pump0.48Nonsignificant0.96 [GCST90315650]0.94Other32
344T.CD4_Treg.APC_interactive0.47Nonsignificant0.98 [GCST90315650]0.49Other11828
345EC.arterial.arteriole_gas_exchange0.46Nonsignificant0.35 [GCST90315650]1.19Other238131
346EPI.tracheal_submucosal_gland.ductal_luminal0.46Nonsignificant—0.00Other00
347ILC2.migratory0.44Nonsignificant—6.94e-17Other00
348THYMO.SP_CD8_naive_stress0.44Nonsignificant0.02 [GCST90315650]1.75Other11
349MAC.resident_iron.stress_tolerogenic0.44Nonsignificant—0.00Other00
350MUSC.activated_migratory0.41Nonsignificant0.10 [GCST90315650]1.50Other67
351EC.arterial.mito_contact0.41Nonsignificant0.35 [GCST90315650]1.29Other145
352FIB.neurolectin_mucosa.nerve_interface0.41Nonsignificant—0.17Other40
353EC.capillary.baseline0.40Nonsignificant0.99 [GCST90315650]0.75Other246560
354T.CD8_naive.vesicle_secretory0.39Nonsignificant0.98 [GCST90315650]0.59Other420
355T.CD8_naive.innate_like0.39Nonsignificant0.98 [GCST90315650]0.75Other101
356FIB.neurolectin_mucosa.axon_responsive0.37Nonsignificant0.41 [GCST90315650]1.10Other1010
357T.CD8_naive.baseline0.37Nonsignificant0.98 [GCST90315650]0.69Other1422
358T.CD8_transitional.APC_like0.37Nonsignificant1.00 [GCST90315650]0.29Other20562
359EPI.pancreatic_islet.beta0.36Nonsignificant0.86 [GCST90315650]0.60Other4257
360HPC.MPP_IEG0.36Nonsignificant0.66 [GCST90315650]1.16Other4546
361T.CD4_Treg.Tr1_like0.36Nonsignificant—0.00Other88
362T.CD4_Tfh.suppression_exhaustion0.36Nonsignificant0.92 [GCST90315650]0.68Other02
363FIB.neurolectin_mucosa.inflammatory0.36Nonsignificant0.41 [GCST90315650]1.17Other52110
364EPI.colonic_tuft.activated0.35Nonsignificant—0.00Other00
365NEU.EXC_CT.remodeling0.34Nonsignificant—0.30Other231
366EC.capillary.angiocrine0.34Nonsignificant0.99 [GCST90315650]0.80Other250630
367MAC.proliferating.DNA_replication0.33Nonsignificant0.78 [GCST90315650]0.89Other36
368EC.arterial.elastic0.33Nonsignificant1.00 [GCST90315650]0.74Other2245
369T.CD8_Trm.homeostatic0.33Nonsignificant0.79 [GCST90315650]1.11Other425
370T.CD4_Trm.helper_like0.32Nonsignificant0.92 [GCST90315650]0.70Other84147
371T.CD8_naive.effector_transition0.31Nonsignificant0.98 [GCST90315650]0.56Other3562
372EPI.tracheal_suprabasal.transitional_wound0.31Nonsignificant—0.00Other161
373T.CD4_Treg.tissue_effector0.31Nonsignificant0.98 [GCST90315650]0.46Other1613
374DC.cDC2.lipid_metabolic0.31Nonsignificant—0.00Other00
375T.CD8_naive.lipid_synthesis0.30Nonsignificant0.98 [GCST90315650]0.48Other64
376T.CD8_naive.nfkb_related0.30Nonsignificant0.98 [GCST90315650]0.50Other10
377ASPC.niche_keeping_progenitor0.29Nonsignificant1.00 [GCST90315650]1.03Other52219
378EC.arterial.metabolic0.29Nonsignificant1.00 [GCST90315650]0.61Other195159
379EPI.renal_proximal_tubule.detox_antioxidant0.28Nonsignificant0.12 [GCST90315650]1.90Other39477
380EC.capillary.activated0.28Nonsignificant0.99 [GCST90315650]0.83Other25
381ASPC.preadipocyte_lipid_primed0.28Nonsignificant0.05 [GCST90315650]1.15Other331129
382EPI.ileal_enterocyte_crypt.bile_transport0.28Nonsignificant0.92 [GCST90315650]1.07Other20
383FIB.perivascular_interface.vasomotor_tone0.28Nonsignificant—1.01Other00
384EPI.renal_proximal_tubule.onecarbon_peroxisome0.27Nonsignificant0.64 [GCST90315650]0.78Other5889
385T.CD8_Trm.cytotoxic0.26Nonsignificant0.91 [GCST90315650]0.96Other16585
386NK.immature_bridge0.26Nonsignificant1.00 [GCST90315650]0.04Other117122
387EPI.thymic_cortical.Notch_interface0.25Nonsignificant—0.31Other82137
388EPI.thymic_cortical.baseline0.25Nonsignificant0.56 [GCST90315650]0.91Other185386
389CHOND.articular_collagen0.23Nonsignificant5.05e-03 [GCST90315650]1.37Other551266
390EC.arterial.homeostatic0.23Nonsignificant1.00 [GCST90315650]0.39Other243
391EC.liver_sinusoidal.hypoxia_metabolic0.23Nonsignificant1.00 [GCST90315650]0.00Other183107
392DC.cDC2.proliferative0.22Nonsignificant—0.00Other3971
393EC.capillary.migratory0.21Nonsignificant0.99 [GCST90315650]0.39Other181509
394EPI.bile_duct_cholangiocyte.secretory_mucin0.21Nonsignificant—0.62Other712
395CHOND.pro_inflammatory0.20Nonsignificant0.38 [GCST90315650]1.13Other181351
396MUSC.quiescent_reservoir0.20Nonsignificant0.91 [GCST90315650]1.02Other28
397MAC.resident_iron.redox_metabolic0.19Nonsignificant1.00 [GCST90315650]0.13Other44
398HPC.LMPP0.19Nonsignificant0.97 [GCST90315650]0.80Other6531
399EPI.skin_hair_follicle_bulge.quiescent0.19Nonsignificant1.91e-03 [GCST90315650]1.71Other5669
400T.CD4_naive.gut_prone0.19Nonsignificant1.00 [GCST90315650]4.03e-03Other3570
401FIB.neurolectin_mucosa.remodeling_repair0.19Nonsignificant—0.00Other42
402GRANU.MAST.resting_granule0.19Nonsignificant—0.00Other00
403T.CD8_Trm.inflammatory0.18Nonsignificant0.91 [GCST90315650]0.82Other124176
404FIB.tracheal_subepithelial.baseline0.18Nonsignificant—0.00Other00
405T.CD4_Tfh.canonical_GC_helper0.16Nonsignificant0.79 [GCST90315650]0.97Other12
406GRNLSA.angiocrine_mechanosensory0.16Nonsignificant—1.89Other00
407FIB.perivascular_interface.vascular_BM_remodelling0.15Nonsignificant—0.00Other00
408EC.heart_remodeling.activated_acute0.15Nonsignificant1.00 [GCST90315650]0.60Other102186
409EC.heart_remodeling.remodeling_stalk0.15Nonsignificant1.00 [GCST90315650]0.55Other33111
410EPI.renal_distal_tubule.repair0.15Nonsignificant—0.31Other34102
411FIB.hepatic_stellate_cell.fibrogenic0.14Nonsignificant—0.73Other00
412FIB.barrier_purinergic.stress_GF_binding0.14Nonsignificant—0.97Other00
413T.CD8_Trm.muscosal_Tc170.14Nonsignificant0.79 [GCST90315650]1.08Other1938
414FIB.interstitial.mesenchymal_APC0.14Nonsignificant0.22 [GCST90315650]1.21Other8133
415EPI.thymic_cortical.secretory_remodeling0.14Nonsignificant—0.00Other41
416EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.14Nonsignificant—0.00Other00
417EPI.esophageal_suprabasal.differentiating_keratin0.13Nonsignificant2.74e-04 [GCST90315650]1.42Other13161
418ASPC.inflammatory0.13Nonsignificant1.00 [GCST90315650]0.76Other2161
419EPI.colonocyte.crypt_progenitor0.13Nonsignificant0.42 [GCST90315650]1.08Other115265
420EPI.ileal_enterocyte_crypt.baseline0.12Nonsignificant0.92 [GCST90315650]0.77Other116
421ASPC.remodeling0.12Nonsignificant1.00 [GCST90315650]0.80Other106354
422MAC.LAM.antimicrobial0.12Nonsignificant1.00 [GCST90315650]0.64Other38993
423THYMO.SP_CD8_naive0.12Nonsignificant3.23e-07 [GCST90315650]1.73Other297177
424FIB.barrier_purinergic.lipid_secretory0.10Nonsignificant—0.00Other00
425EPI.ileal_enterocyte_crypt.proliferative_S0.10Nonsignificant0.92 [GCST90315650]0.67Other42
426FIB.interstitial.immune_interact0.10Nonsignificant0.38 [GCST90315650]1.14Other121
427FIB.perivascular_interface.lipid_shuttle0.10Nonsignificant—0.00Other51170
428ASPC.secretory0.10Nonsignificant1.00 [GCST90315650]0.64Other765
429MUSC.baseline0.10Nonsignificant0.91 [GCST90315650]0.66Other00
430ASPC.adipocyte_capillary_interface0.09Nonsignificant1.00 [GCST90315650]0.70Other2154
431EPI.bile_duct_cholangiocyte.inflammatory_APC0.08Nonsignificant—0.00Other20
432FIB.interstitial.remodeling0.08Nonsignificant0.90 [GCST90315650]1.02Other319
433THYMO.CD8aa_IELp0.07Nonsignificant—0.00Other17
434EC.heart_remodeling.perivascular0.07Nonsignificant1.00 [GCST90315650]0.18Other124408
435CHOND.activated_fibro_like0.07Nonsignificant1.00 [GCST90315650]0.55Other531188
436FIB.adventitial.adhesion_lipid0.07Nonsignificant0.72 [GCST90315650]1.11Other58209
437EC.heart_remodeling.capillary_metabolic0.06Nonsignificant1.00 [GCST90315650]0.64Other54414
438ASPC.signal_integrator0.06Nonsignificant—0.00Other00
439ASPC.baseline0.06Nonsignificant1.00 [GCST90315650]0.44Other363170
440EPI.pancreatic_ductal_bicarbonate.stress0.06Nonsignificant—0.65Other1233
441EPI.renal_thick_ascending_limb.salt_sensing0.05Nonsignificant0.95 [GCST90315650]0.94Other73103
442MUSC.early_activation0.05Nonsignificant0.91 [GCST90315650]0.46Other432
443FIB.reticular.stromal_niche0.05Nonsignificant0.24 [GCST90315650]1.27Other00
444SMC.activated0.05Nonsignificant0.57 [GCST90315650]1.05Other25
445SMC.metabolic0.05Nonsignificant0.03 [GCST90315650]1.39Other1440
446THYMO.DP_early0.04Nonsignificant1.00 [GCST90315650]0.58Other326313
447EC.heart_remodeling.translation_boost0.04Nonsignificant—0.00Other00
448NK.cytokine_tissue_resident0.04Nonsignificant1.00 [GCST90315650]8.03e-03Other7482
449PERI.baseline0.04Nonsignificant0.15 [GCST90315650]1.24Other3966
450EPI.pancreatic_acinar.stress0.04Nonsignificant0.64 [GCST90315650]1.27Other2828
451PERI.inflammatory0.04Nonsignificant0.14 [GCST90315650]1.27Other4077
452MEL.neurotrophic_migratory0.04Nonsignificant—1.35Other00
453FIB.interstitial.mesenchymal_regulator0.04Nonsignificant1.00 [GCST90315650]0.77Other44
454GRNLSA.chemokine_mechanosensory0.04Nonsignificant0.44 [GCST90315650]1.26Other10
455FIB.barrier_secretory.homeostasis0.04Nonsignificant—0.00Other00
456FIB.reticular.immune_interface0.04Nonsignificant—0.55Other16
457GRNLSA.cholesterol_mevalonate0.04Nonsignificant0.44 [GCST90315650]1.21Other94
458FIB.hepatic_stellate_cell.inflammatory0.04Nonsignificant—0.00Other00
459THYMO.SP_CD8_transitional0.04Nonsignificant1.00 [GCST90315650]0.48Other3275
460EPI.colonocyte.proximal_transport0.03Nonsignificant0.88 [GCST90315650]0.90Other2412
461NEU.EXC_CT.projector0.03Nonsignificant0.90 [GCST90315650]0.79Other8726
462MEL.dedifferentiated_migratory0.03Nonsignificant—0.59Other00
463CHOND.remodeling0.03Nonsignificant—0.00Other50
464FIB.skin_neurosecretory.baseline0.03Nonsignificant—0.00Other00
465GRNLSA.EMT_insulin_signaling0.03Nonsignificant0.44 [GCST90315650]1.19Other4784
466THYMO.DN_preTCR0.03Nonsignificant1.00 [GCST90315650]0.30Other4171
467SMC.contractile0.03Nonsignificant0.95 [GCST90315650]0.73Other80588
468EPI.pancreatic_ductal_bicarbonate.repair_actin_junction0.03Nonsignificant—0.57Other00
469THYMO.SP_CD4_naive0.03Nonsignificant1.00 [GCST90315650]0.31Other6575
470HPC.GMP_granulocytic0.03Nonsignificant—0.00Other33
471EPI.renal_thick_ascending_limb.remodeling0.03Nonsignificant0.95 [GCST90315650]0.85Other15292
472EPI.ileal_goblet.immature0.03Nonsignificant—1.32Other00
473FIB.adventitial.activated_remodelling0.03Nonsignificant—1.40Other141319
474FIB.hepatic_stellate_cell.contractile0.03Nonsignificant—0.00Other00
475MAC.alveolar.inflammatory0.02Nonsignificant0.39 [GCST90315650]1.14Other208312
476EPI.pancreatic_ductal_bicarbonate.baseline0.02Nonsignificant1.00 [GCST90315650]0.72Other1142
477EPI.renal_intercalated_cell_type_A.PC_transitional0.02Nonsignificant—0.00Other203407
478T.CD8_Trm.dendritic_recruiter0.02Nonsignificant0.91 [GCST90315650]0.81Other4785
479PERI.cardiac_skeletal0.02Nonsignificant0.40 [GCST90315650]1.07Other313630
480EPI.renal_principal_cell.intercalated_like0.02Nonsignificant0.58 [GCST90315650]1.27Other6366
481IPSC.mesendo_primed0.02Nonsignificant0.37 [GCST90315650]1.03Other00
482EPI.pancreatic_ductal_progenitor.ADM_like0.02Nonsignificant—1.46Other00
483GRNLSA.lipid_hypoxia0.02Nonsignificant0.96 [GCST90315650]0.96Other280
484MAC.alveolar.biosynthetic_sterol_heme0.02Nonsignificant0.39 [GCST90315650]1.12Other34740
485EPI.renal_thick_ascending_limb.cation_flux0.02Nonsignificant0.95 [GCST90315650]0.90Other5795
486EPI.skin_hair_follicle_bulge.anagen_growth0.02Nonsignificant—0.00Other00
487EPI.skin_keratinocyte_progenitor.activated_stress0.02Nonsignificant—0.38Other00
488FIB.suburothelial.inflammatory_prostanoid0.02Nonsignificant—0.89Other00
489EPI.skin_hair_follicle_bulge.niche_crosstalk0.02Nonsignificant—0.00Other2988
490FIB.lung_alveolar.stress_interacting0.02Nonsignificant—0.97Other00
491FIB.skin_sheath.stress_chaperone0.02Nonsignificant—0.80Other00
492EPI.renal_immature_ureteric_bud.defense_secretory0.02Nonsignificant0.28 [GCST90315650]1.22Other4576
493PERI.angiocrine0.02Nonsignificant0.98 [GCST90315650]0.68Other93102
494EPI.lung_club_secretory.ciliogenesis_axoneme0.01Nonsignificant—0.00Other00
495EPI.salivary_duct_excretory.baseline0.01Nonsignificant0.21 [GCST90315650]1.13Other2357
496FIB.suburothelial.contractile_myofibroblast0.01Nonsignificant—0.79Other90
497EPI.ileal_enterocyte_crypt.proliferative_G2M0.01Nonsignificant—0.00Other1954
498FIB.adventitial.inflammatory_activated0.01Nonsignificant0.72 [GCST90315650]1.06Other100473
499EPI.esophageal_basal.activated_progenitor0.01Nonsignificant0.11 [GCST90315650]1.42Other10
500EPI.renal_intercalated_cell_type_A.acid_secretion0.01Nonsignificant0.33 [GCST90315650]1.16Other126
501FIB.skin_sheath.ECM_immune0.01Nonsignificant—0.23Other00
502GRNLSA.stress_metabolic0.01Nonsignificant—0.01Other12
503ASPC.proliferative0.01Nonsignificant1.00 [GCST90315650]0.30Other3385
504EPI.colonocyte.junction_remodeling9.99e-03Nonsignificant0.88 [GCST90315650]0.91Other218305
505FIB.suburothelial.urothelial_interface8.99e-03Nonsignificant1.00 [GCST90315650]0.90Other98
506EPI.pancreatic_ductal_perivascular.protective_antioxidant8.34e-03Nonsignificant—0.00Other1169
507EPI.lung_multiciliated.stress8.12e-03Nonsignificant—0.77Other67165
508HPC.MEP7.82e-03Nonsignificant0.97 [GCST90315650]0.56Other5991,195
509MEL.secretory_quiescent7.46e-03Nonsignificant0.99 [GCST90315650]1.00Other1913
510MAC.alveolar.capillary_interacting7.23e-03Nonsignificant0.39 [GCST90315650]1.16Other113181
511FIB.reticular.stress_metallothionein7.01e-03Nonsignificant—0.00Other332
512EPI.renal_thick_ascending_limb.canonical_salt_transporter6.67e-03Nonsignificant0.95 [GCST90315650]0.82Other322317
513EPI.colonic_enteroendocrine.progenitor6.48e-03Nonsignificant—0.00Other00
514IPSC.mesodermal_primed6.12e-03Nonsignificant0.65 [GCST90315650]1.07Other00
515MAC.alveolar.stress_metabolic5.95e-03Nonsignificant0.41 [GCST90315650]1.07Other116148
516GRNLSA.p53_damage5.73e-03Nonsignificant—0.10Other1310
517NEU.EXC_IT.structural5.72e-03Nonsignificant1.00 [GCST90315650]1.12Other17141
518MAC.LAM.anti_inflammatory5.69e-03Nonsignificant1.00 [GCST90315650]0.38Other86132
519FIB.adventitial.PI16_matrix5.64e-03Nonsignificant1.00 [GCST90315650]0.97Other7090
520NEU.EXC_CT.Ca2_signaling5.52e-03Nonsignificant—0.00Other6817
521FIB.barrier_secretory.remodeling5.35e-03Nonsignificant—0.00Other00
522EPI.salivary_myoepithelial.contractile_repair5.32e-03Nonsignificant—1.74Other39
523EPI.pancreatic_ductal_perivascular.baseline4.92e-03Nonsignificant0.63 [GCST90315650]0.89Other15
524FIB.transitioning.matrix_stress4.75e-03Nonsignificant—0.00Other47138
525EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro4.53e-03Nonsignificant—0.80Other00
526CM.contractile_oxphos4.27e-03Nonsignificant0.37 [GCST90315650]1.11Other619
527MAC.alveolar.lipid_autophagy3.97e-03Nonsignificant—0.00Other3544
528CHOND.angiogenic3.85e-03Nonsignificant—0.00Other00
529FIB.reticular.ECM_builder3.78e-03Nonsignificant—0.00Other00
530EPI.salivary_intercalated_defense.inflammatory3.71e-03Nonsignificant1.00 [GCST90315650]0.12Other152360
531EPI.skin_sebaceous_duct_luminal.ECM_remodelling3.56e-03Nonsignificant0.67 [GCST90315650]1.11Other29
532FIB.interstitial.lipid_matrix3.31e-03Nonsignificant1.00 [GCST90315650]0.19Other258191
533FIB.lung_alveolar.mito_secretory3.19e-03Nonsignificant—0.00Other00
534GRNLSA.secretory_remodeling3.17e-03Nonsignificant0.99 [GCST90315650]0.71Other9025
535FIB.suburothelial.homeostasis_matrix2.98e-03Nonsignificant1.00 [GCST90315650]0.00Other258921
536EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic2.86e-03Nonsignificant—0.71Other00
537EPI.ileal_enterocyte_crypt.secretory_precursor2.47e-03Nonsignificant—0.00Other00
538EPI.lung_multiciliated.baseline2.46e-03Nonsignificant—0.00Other07
539EPI.renal_immature_ureteric_bud.osmoprotective2.18e-03Nonsignificant0.99 [GCST90315650]0.49Other12644
540EPI.skin_follicular_keratinizing.transit_amplifying2.11e-03Nonsignificant—0.29Other2149
541FIB.skin_tenogenic.baseline2.07e-03Nonsignificant—0.00Other02
542EPI.skin_appendage_keratinocyte.ductal_immune_interacting1.82e-03Nonsignificant0.24 [GCST90315650]1.25Other716
543NEU.EXC_SYT2.nuclear_reg1.77e-03Nonsignificant—0.00Other00
544EPI.ectocervical_granular.proliferative_basal1.69e-03Nonsignificant—0.00Other00
545IPSC.endoderm_primed1.52e-03Nonsignificant0.65 [GCST90315650]1.13Other00
546EPI.renal_principal_cell.canonical_vasopressin1.42e-03Nonsignificant0.75 [GCST90315650]1.20Other20
547EPI.pancreatic_ductal_progenitor.baseline1.36e-03Nonsignificant0.94 [GCST90315650]0.57Other179702
548NEU.EXC_IT.callosal1.30e-03Nonsignificant1.00 [GCST90315650]1.04Other286119
549EPI.alveolar_type_1.activated1.28e-03Nonsignificant—1.64Other00
550MEL.stress_glucocorticoid1.28e-03Nonsignificant0.99 [GCST90315650]0.84Other1134
551IPSC.stress1.27e-03Nonsignificant0.65 [GCST90315650]1.07Other00
552EPI.pancreatic_acinar.adhesion_remodeling1.19e-03Nonsignificant0.88 [GCST90315650]1.17Other210784
553NEU.INH_VIP.LAMP5_hybrid1.14e-03Nonsignificant—1.35Other19
554THYMO.proliferative_S1.11e-03Nonsignificant1.00 [GCST90315650]0.04Other163418
555GRNLSA.proliferative_migratory1.09e-03Nonsignificant0.99 [GCST90315650]0.45Other248292
556EPI.colonocyte.secretory_boost1.03e-03Nonsignificant0.88 [GCST90315650]0.72Other9891
557NEU.INH_VIP.develop_niche1.02e-03Nonsignificant—1.23Other00
558EPI.skin_sweat_duct_keratinocyte.barrier9.61e-04Nonsignificant—1.24Other00
559SCHWN.axon_contact_cardiac9.44e-04Nonsignificant0.52 [GCST90315650]1.04Other1863
560EPI.pancreatic_ductal_bicarbonate.inflammatory9.16e-04Nonsignificant1.00 [GCST90315650]0.58Other1432
561MAC.LAM.lipid_phagocytosis9.12e-04Nonsignificant1.00 [GCST90315650]0.29Other369328
562FIB.adventitial.complement_angiocrine8.99e-04Nonsignificant1.00 [GCST90315650]0.84Other153684
563FIB.transitioning.ISG_primed_interface8.90e-04Nonsignificant—0.08Other1780
564EPI.skin_follicular_keratinizing.root_infundibulum8.86e-04Nonsignificant—0.00Other00
565FIB.skin_sheath.neuro_vascular_interface7.79e-04Nonsignificant—0.00Other00
566EPI.lung_multiciliated.mature_motile_cilia7.30e-04Nonsignificant—0.00Other00
567SCHWN.translation_boost7.26e-04Nonsignificant—0.00Other81
568EPI.skin_sweat_duct_keratinocyte.repair7.16e-04Nonsignificant—1.08Other00
569EPI.renal_principal_cell.injury_repair6.87e-04Nonsignificant0.85 [GCST90315650]1.08Other269
570MAC.alveolar.scavenging_endocytic6.84e-04Nonsignificant—0.00Other140283
571NEU.INH_VIP.serotonergic6.73e-04Nonsignificant—0.62Other92
572ASPC.stem_like_progenitor6.65e-04Nonsignificant1.00 [GCST90315650]0.30Other300842
573NEU.INH_VIP.cannabinoid6.60e-04Nonsignificant—0.52Other00
574EPI.esophageal_basal.junctional_barrier6.25e-04Nonsignificant—0.00Other00
575EPI.renal_intercalated_cell_type_B.baseline5.60e-04Nonsignificant—0.00Other31
576EPI.skin_follicular_keratinizing.upper_infundibulum5.60e-04Nonsignificant—0.00Other82
577THYMO.proliferative_G2M5.31e-04Nonsignificant—0.00Other164413
578FIB.interstitial.stress_secretory5.26e-04Nonsignificant1.00 [GCST90315650]0.18Other9256
579FIB.skin_papillary.baseline4.85e-04Nonsignificant—0.00Other00
580EPI.pancreatic_ductal_progenitor.ciliated_transport4.77e-04Nonsignificant—0.00Other105368
581EPI.esophageal_suprabasal.basal_transitional4.67e-04Nonsignificant0.99 [GCST90315650]0.30Other4467
582EPI.pancreatic_acinar.metabolic_onecarbon4.36e-04Nonsignificant1.00 [GCST90315650]0.96Other287328
583EPI.skin_hair_follicle_companion.bulge_anchor_signaling4.33e-04Nonsignificant—0.97Other00
584EPI.skin_sebaceous_duct_luminal.detox_repair4.11e-04Nonsignificant0.96 [GCST90315650]0.48Other13794
585EPI.alveolar_type_1.baseline4.06e-04Nonsignificant1.00 [GCST90315650]0.00Other80
586EPI.pancreatic_acinar.inflammatory_regenerative3.59e-04Nonsignificant0.94 [GCST90315650]1.04Other25113
587MAC.LAM.perivascular_angiocrine3.53e-04Nonsignificant—0.00Other53138
588EPI.pancreatic_ductal_bicarbonate.junctional_remodel3.05e-04Nonsignificant—0.00Other49237
589SCHWN.reactive_inflammatory2.96e-04Nonsignificant—0.00Other00
590EPI.skin_hair_follicle_companion.activated_migratory2.85e-04Nonsignificant—0.00Other00
591EPI.salivary_duct_ion_transport.baseline2.82e-04Nonsignificant——Other00
592EPI.skin_interfollicular_spinous.upper_lipid2.81e-04Nonsignificant—1.21Other66
593FIB.transitioning.secretory_procollagen2.68e-04Nonsignificant—0.61Other00
594CM.baseline2.57e-04Nonsignificant1.00 [GCST90315650]1.00Other3930
595NEU.INH_VIP.enkephalinergic2.44e-04Nonsignificant—0.83Other00
596EPI.esophageal_suprabasal.proliferative_S2.29e-04Nonsignificant—0.00Other2641
597EPI.skin_keratinocyte_basal.spinous_transition2.22e-04Nonsignificant—0.97Other00
598MEL.mature_oxidative_traffic2.16e-04Nonsignificant0.99 [GCST90315650]0.42Other247285
599EPI.skin_appendage_keratinocyte.transit_amplifying1.79e-04Nonsignificant—0.00Other109358
600IPSC.neuroendocrine_primed1.64e-04Nonsignificant—1.68Other00
601NEU.EXC_IT.guidance1.56e-04Nonsignificant1.00 [GCST90315650]0.85Other27463
602DC.pDC.immature_metabolic1.55e-04Nonsignificant0.69 [GCST90315650]1.35Other78124
603FIB.adventitial.baseline1.28e-04Nonsignificant1.00 [GCST90315650]0.57Other157278
604EPI.pancreatic_ductal_bicarbonate.activated1.27e-04Nonsignificant1.00 [GCST90315650]0.23Other107
605IPSC.neural_primed1.23e-04Nonsignificant1.00 [GCST90315650]0.98Other00
606EPI.skin_interfollicular_spinous.stress_oxidative1.17e-04Nonsignificant—0.95Other00
607EPI.skin_interfollicular_spinous.early_differentiation1.05e-04Nonsignificant0.67 [GCST90315650]1.19Other8919
608EPI.skin_keratinocyte_progenitor.quiescent_stem_like1.04e-04Nonsignificant—0.00Other00
609EPI.salivary_myoepithelial.junctional_transport9.46e-05Nonsignificant0.88 [GCST90315650]1.11Other66121
610EPI.skin_hair_follicle_companion.gap_junction_contractile8.79e-05Nonsignificant—0.00Other00
611EPI.salivary_myoepithelial.baseline8.68e-05Nonsignificant0.99 [GCST90315650]0.90Other42141
612EPI.skin_keratinocyte_basal.transit_amplifying8.39e-05Nonsignificant—0.00Other00
613EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump8.20e-05Nonsignificant1.00 [GCST90315650]0.15Other40191
614EPI.salivary_duct_excretory.stress8.12e-05Nonsignificant0.97 [GCST90315650]0.45Other3368
615EPI.skin_interfollicular_spinous.stress_UPR6.71e-05Nonsignificant—0.64Other00
616CM.osmoprotection5.80e-05Nonsignificant1.00 [GCST90315650]0.99Other3457
617NEU.INH_VIP.regulatory_remodeling5.67e-05Nonsignificant—0.00Other61
618FIB.adventitial.mechano_chemo_sensing5.55e-05Nonsignificant1.00 [GCST90315650]0.32Other135524
619FIB.adventitial.mito_secretory5.19e-05Nonsignificant1.00 [GCST90315650]0.48Other217
620EPI.skin_interfollicular_spinous.baseline5.15e-05Nonsignificant1.00 [GCST90315650]0.81Other353
621NEU.INH_VIP.nuclear_reg5.10e-05Nonsignificant—0.00Other204
622NEU.INH_PVALB.chandelier4.88e-05Nonsignificant0.30 [GCST90315650]1.21Other1916
623EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal4.43e-05Nonsignificant—0.46Other00
624NEU.INH_VIP.matrix3.87e-05Nonsignificant—0.00Other2477
625EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic3.61e-05Nonsignificant—0.18Other00
626NEU.INH_VIP.canonical_disinhibitory3.36e-05Nonsignificant0.91 [GCST90315650]0.54Other5938
627EPI.skin_sebaceous_duct_luminal.immune_interface3.17e-05Nonsignificant—0.00Other00
628NEU.EXC_IT.neuromodulated2.89e-05Nonsignificant1.00 [GCST90315650]0.65Other176116
629EPI.colonocyte.goblet_interface2.85e-05Nonsignificant—0.00Other1121
630CM.oxidative_phospho2.81e-05Nonsignificant1.00 [GCST90315650]1.01Other266792
631NEU.EXC_IT.transitional2.57e-05Nonsignificant1.00 [GCST90315650]0.84Other237142
632EPI.pancreatic_acinar.quiet_dedifferentiation2.36e-05Nonsignificant1.00 [GCST90315650]0.45Other142171
633EPI.skin_interfollicular_spinous.inflammatory2.16e-05Nonsignificant—0.00Other00
634EPI.skin_keratinocyte_basal.basement_anchoring2.14e-05Nonsignificant—0.00Other00
635IPSC.proliferative2.06e-05Nonsignificant1.00 [GCST90315650]0.96Other00
636FIB.transitioning.motility_remodelling1.93e-05Nonsignificant—0.00Other00
637EPI.ileal_goblet.baseline1.85e-05Nonsignificant0.60 [GCST90315650]1.10Other162
638NEU.INH_VIP.opioid1.83e-05Nonsignificant—0.00Other509
639CM.mito_proteostasis1.75e-05Nonsignificant1.00 [GCST90315650]1.01Other32929
640NEU.INH_PVALB.metabotropic1.59e-05Nonsignificant—0.63Other00
641EPI.renal_principal_cell.activated_acute1.58e-05Nonsignificant0.92 [GCST90315650]0.53Other2959
642EPI.salivary_myoepithelial.activated1.44e-05Nonsignificant0.99 [GCST90315650]0.72Other85281
643NEU.INH_VIP.excitatory_coupled1.29e-05Nonsignificant—0.00Other130
644EPI.esophageal_suprabasal.proliferative_exit1.24e-05Nonsignificant—0.00Other00
645CM.inflammatory1.21e-05Nonsignificant—1.26Other00
646NEU.EXC_IT.adhesion1.15e-05Nonsignificant1.00 [GCST90315650]0.43Other252108
647EPI.skin_appendage_keratinocyte.ductal_barrier_detox1.11e-05Nonsignificant0.98 [GCST90315650]0.38Other3334
648EPI.renal_principal_cell.inflammatory1.10e-05Nonsignificant0.92 [GCST90315650]0.46Other74157
649EPI.pancreatic_acinar.baseline1.09e-05Nonsignificant1.00 [GCST90315650]0.25Other274163
650EPI.ileal_goblet.stress_metallothionein1.05e-05Nonsignificant—0.00Other411
651EPI.renal_distal_tubule.ion_transport8.58e-06Nonsignificant—0.00Other00
652EPI.endocervical_secretory.squamous_barrier7.98e-06Nonsignificant—0.00Other00
653IPSC.midbrain_primed7.86e-06Nonsignificant1.00 [GCST90315650]0.98Other00
654DC.pDC.baseline6.69e-06Nonsignificant0.69 [GCST90315650]1.08Other88123
655EPI.skin_sweat_duct_keratinocyte.signal_gate6.54e-06Nonsignificant—0.00Other4326
656EPI.ileal_goblet.inflammatory_mucin5.31e-06Nonsignificant0.60 [GCST90315650]0.91Other69
657EPI.salivary_mucous_acinar.baseline4.56e-06Nonsignificant——Other394683
658EPI.skin_interfollicular_spinous.proliferative4.16e-06Nonsignificant—0.00Other00
659NEU.EXC_NTNG1.synaptic3.63e-06Nonsignificant—0.67Other00
660CM.mechano_activated3.33e-06Nonsignificant1.00 [GCST90315650]0.99Other205134
661IPSC.mesenchymal_primed3.25e-06Nonsignificant1.00 [GCST90315650]0.91Other00
662EPI.skin_appendage_keratinocyte.sebaceous_apocrine3.23e-06Nonsignificant—0.00Other3982
663IPSC.canonical_pluripotent2.55e-06Nonsignificant1.00 [GCST90315650]0.95Other00
664CM.translation_boost_RPL2.34e-06Nonsignificant1.00 [GCST90315650]0.97Other1291
665NEU.EXC_NTNG1.nuclear_reg2.30e-06Nonsignificant—0.00Other00
666DC.pDC.poised_migratory2.14e-06Nonsignificant0.85 [GCST90315650]0.61Other5495
667EPI.skin_interfollicular_spinous.transition_basal1.34e-06Nonsignificant1.00 [GCST90315650]0.03Other100127
668IPSC.axial_identity_primed1.34e-06Nonsignificant1.00 [GCST90315650]0.94Other00
669NEU.INH_LAMP5.exc_inh_balance1.12e-06Nonsignificant—0.38Other462
670NEU.INH_PVALB.nuclear_reg9.88e-07Nonsignificant0.94 [GCST90315650]0.58Other2512
671NEU.INH_PVALB.serotonergic9.28e-07Nonsignificant—0.00Other00
672CM.sarcomere_actin_interface9.07e-07Nonsignificant1.00 [GCST90315650]0.91Other45078
673EPI.renal_distal_tubule.immune_modulatory8.43e-07Nonsignificant—0.00Other00
674EPI.skin_sweat_duct_keratinocyte.proliferative_S7.37e-07Nonsignificant—0.00Other00
675NEU.INH_LAMP5.projecting6.02e-07Nonsignificant—0.26Other00
676NEU.INH_LAMP5.rosehip5.79e-07Nonsignificant—0.00Other00
677CM.translation_boost_RPS3.76e-07Nonsignificant1.00 [GCST90315650]0.92Other6916
678EPI.esophageal_suprabasal.proliferative_G2M3.27e-07Nonsignificant—0.00Other00
679NEU.INH_LAMP5.glial_interface1.09e-07Nonsignificant—0.00Other00
680EPI.skin_keratinocyte_proliferating.anchor_remodel1.03e-07Nonsignificant—0.34Other00
681EPI.salivary_intercalated_defense.basal_EMT8.81e-08Nonsignificant—0.00Other00
682IPSC.stromal_primed8.43e-08Nonsignificant1.00 [GCST90315650]0.92Other00
683EPI.skin_keratinocyte_proliferating.early_spinous_transition7.97e-08Nonsignificant—0.00Other135290
684EPI.skin_keratinocyte_proliferating.detox_repair3.35e-08Nonsignificant—0.00Other00
685CM.anti_inflammatory2.38e-08Nonsignificant1.00 [GCST90315650]0.81Other4241,503
686NEU.INH_PVALB.fastspike2.08e-08Nonsignificant—0.00Other2422
687NEU.INH_PVALB.neuromodulatory1.97e-08Nonsignificant—0.00Other00
688EPI.skin_sweat_duct_keratinocyte.proliferative_G2M7.92e-09Nonsignificant—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

41 unique genes. Showing 1–41. 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)
C4BPB01-High0.7711.89G1C1—hepatocyte (Tier: specific)
HEP.acute_phase (Tier: specific)
HEP.canalicular_transport (Tier: specific)
HEP.acute_phase.baseline (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: specific)
HEP.canalicular_transport.baseline (Tier: specific)
HEP.canalicular_transport.inflammatory (Tier: specific)
HEP.canalicular_transport.injury_stress (Tier: specific)
HEP.canalicular_transport.pericentral_like_hypoxia (Tier: specific)
HEP.canalicular_transport.secretory_ERAD_UPR (Tier: specific)
HEP.periportal_metabolic.acute_phase_barrier (Tier: specific)
HEP.periportal_metabolic.canonical_urea_cycle (Tier: specific)
HEP.periportal_metabolic.stress_checkpoint (Tier: specific)
HEP.periportal_metabolic.xenobiotic_detox (Tier: specific)
HEP.acute_phase.hypoxia_lipid (Tier: relevant)
HEP.canalicular_transport.sterol_lipid_biosynthesis (Tier: relevant)
31 cells — complete matches2027
SRP1401-High0.606.50G1C1EC.arterial.metabolic (L2)—14 cells — complete matches221
SRP14-DT01-High0.574.92G1C1———27
EIF2AK401-High0.555.24G1C1——8 cells — complete matches821
ENSG0000030649001-High0.545.69G1C1———39
BMF01-High0.505.33G1C1—B.memory.pDC_imprint (Tier: relevant)
DC.cDC1.homeostatic_inhibitory (Tier: relevant)
EPI.intrahepatic_cholangiocyte_defense.secretory_barrier (Tier: relevant)
30 cells — complete matches312
ENSG0000025958401-High0.505.20G1C1———27
GPR17601-High0.495.90G1C1—DC.cDC1.homeostatic_inhibitory (Tier: relevant)44 cells — complete matches1021
BUB1B01-High0.484.29G1C1THYMO.proliferative_G2M (L2)HEP.acute_phase.proliferative (Tier: relevant)37 cells — complete matches515
ENSG0000029730801-High0.475.31G1C1———27
PFKFB202-Medium0.629.30G1C2EPI.pancreatic_islet.beta (L2), THYMO.DN_preTCR (L2)SKM.type_1_slow (Tier: specific)
SKM.type_1_slow.contractile (Tier: specific)
SKM.type_1_slow.oxidative (Tier: specific)
ASTRO.neuromodulatory (Tier: relevant)
ASTRO.stress_acute (Tier: relevant)
28 cells — complete matches2033
FLJ4019402-Medium0.5511.93G1C2———2193
C4BPA02-Medium0.559.30G2C1—hepatocyte (Tier: specific)
EPI.alveolar_type_2 (Tier: specific)
HEP.acute_phase (Tier: specific)
HEP.canalicular_transport (Tier: specific)
HEP.acute_phase.complement_metabolic (Tier: specific)
HEP.canalicular_transport.baseline (Tier: specific)
HEP.canalicular_transport.inflammatory (Tier: specific)
HEP.canalicular_transport.injury_stress (Tier: specific)
HEP.canalicular_transport.pericentral_like_hypoxia (Tier: specific)
HEP.canalicular_transport.secretory_ERAD_UPR (Tier: specific)
HEP.periportal_metabolic.acute_phase_barrier (Tier: specific)
HEP.periportal_metabolic.stress_checkpoint (Tier: specific)
EPI.alveolar_type_2.baseline_surfactant (Tier: relevant)
EPI.alveolar_type_2.injury_primed (Tier: relevant)
EPI.alveolar_type_2.stress_response (Tier: relevant)
HEP.acute_phase.hypoxia_lipid (Tier: relevant)
HEP.canalicular_transport.sterol_lipid_biosynthesis (Tier: relevant)
21 cells — complete matches1314
ENSG0000027539202-Medium0.5413.69G2C1———1213
JMJD1C02-Medium0.548.64G2C1——4 cells — complete matches290935
CD5502-Medium0.5315.41G2C1T.CD8_transitional (L1S), ASPC.baseline (L2), ASPC.stem_like_progenitor (L2), B.age_associated.naive_transitional (L2), B.naive.restrained (L2), EC.heart_remodeling.remodeling_secretory (L2), EPI.ectocervical_granular.immune_interact (L2), EPI.lung_multiciliated.stress (L2), FIB.adventitial.PI16_matrix (L2), ILC2.quiescent (L2), PC.IgG_systemic.secretory (L2), PERI.angiocrine (L2), T.CD4_Tcm.crosstalk_myeloid (L2), T.CD4_Trm.central_like (L2), T.CD8_transitional.early (L2)HEP.periportal_metabolic (Tier: specific)
HEP.periportal_metabolic.xenobiotic_detox (Tier: specific)
EPI.extrahepatic_cholangiocyte.barrier_interface (Tier: relevant)
HEP.canalicular_transport.sterol_lipid_biosynthesis (Tier: relevant)
40 cells — complete matches69
LINC0294202-Medium0.5313.74G2C1———27
ENSG0000029659102-Medium0.5214.11G2C1———27
PHOSPHO102-Medium0.5111.32G1C2——10 cells — complete matches2193
ENSG0000028637302-Medium0.517.88G1C2———1826
REEP302-Medium0.498.04G1C2——5 cells — complete matches132589
TRIM5802-Medium0.495.73G1C2—DC.cDC1.homeostatic_inhibitory (Tier: relevant)
MAC.microglia_like.phagocytic_redox (Tier: relevant)
MONO.CD14.platelet_bound (Tier: relevant)
46 cells — complete matches742
ABI302-Medium0.4911.25G1C2DC.cDC1.homeostatic_inhibitory (L2), MONO.CD14.APC_like (L2), T.CD4_Trm.helper_like (L2)B.memory (Tier: specific)
B.memory.baseline (Tier: specific)
MAC.microglia_like.phagocytic_redox (Tier: relevant)
MG.baseline (Tier: relevant)
MONO.CD14.APC_like (Tier: relevant)
91 cells — complete matches42147
ZNF65202-Medium0.4910.56G1C2——5 cells — complete matches2193
ENSG0000030752102-Medium0.487.31G1C2———1621
ENSG0000024363602-Medium0.469.30G2C1———1117
ENSG0000030522402-Medium0.464.64G1C2———641
GNGT202-Medium0.469.78G1C2—monocyte (Tier: specific)
MONO.CD14.baseline (Tier: specific)
DC.cDC1.homeostatic_inhibitory (Tier: relevant)
MAC.microglia_like.phagocytic_redox (Tier: relevant)
MONO.CD14.APC_like (Tier: relevant)
54 cells — complete matches34141
C1orf11602-Medium0.459.30G1C2EPI.hepatic_ductular_cholangiocyte.stress (L2)EPI.alveolar_type_2 (Tier: specific)
EPI.pancreatic_ductal_bicarbonate.barrier_mucin (Tier: specific)
EPI.extrahepatic_cholangiocyte (Tier: relevant)
EPI.alveolar_type_2.baseline_surfactant (Tier: relevant)
EPI.alveolar_type_2.stress_response (Tier: relevant)
EPI.extrahepatic_cholangiocyte.barrier_interface (Tier: relevant)
EPI.intrahepatic_cholangiocyte_defense.secretory_barrier (Tier: relevant)
EPI.lung_club_secretory.canonical_surfactant (Tier: relevant)
37 cells — complete matches1111
ENSG0000030712702-Medium0.457.69G1C2———182667
CR102-Medium0.449.30G2C1—B_cell (Tier: specific)
B.memory (Tier: specific)
MAC.resident_cardiac (Tier: specific)
MONO.CD14 (Tier: specific)
B.memory.baseline (Tier: specific)
B.naive.purinergic (Tier: specific)
MAC.resident_cardiac.phagocytic_homeostasis (Tier: specific)
MONO.CD14.baseline (Tier: specific)
MONO.CD14.remodeling (Tier: specific)
B.memory.activated (Tier: relevant)
B.memory.migratory (Tier: relevant)
B.memory.pDC_imprint (Tier: relevant)
B.naive.remodeling (Tier: relevant)
MAC.kupffer.fibrogenic (Tier: relevant)
MAC.resident_repair.stress_iron (Tier: relevant)
MONO.CD14.APC_like (Tier: relevant)
MONO.CD14.cord_tolerance (Tier: relevant)
MONO.CD14.platelet_bound (Tier: relevant)
61 cells — complete matches2337
ENSG0000028936702-Medium0.444.54G1C2———527
ENSG0000022856602-Medium0.446.27G1C2———2977
CR202-Medium0.439.30G2C1B.age_associated.naive_transitional (L2), THYMO.SP_CD8_transitional (L2)B_cell (Tier: specific)
B.memory (Tier: specific)
B.memory.baseline (Tier: specific)
B.naive.purinergic (Tier: specific)
B.memory.activated (Tier: relevant)
B.memory.migratory (Tier: relevant)
B.memory.pDC_imprint (Tier: relevant)
B.naive.activated (Tier: relevant)
B.naive.remodeling (Tier: relevant)
37 cells — complete matches1416
AP2B102-Medium0.4211.40G2C2——T.CD4_cytotoxic.baseline (L2)55
ENSG0000023574902-Medium0.404.23G1C2———528
OR2L202-Medium0.404.97G1C2——NEU.EXC_NTNG1 (L1S), NEU.EXC_NTNG1.nuclear_reg (L2)01
NRBF202-Medium0.388.05G2C2——FIB.lung_alveolar.mito_secretory (L2), MONO.CD14.repair_M2_like (L2)25
RASL10B02-Medium0.3412.93G2C2——9 cells — complete matches34
GAS2L202-Medium0.3210.68G2C2——6 cells — complete matches34
ENSG0000028583702-Medium0.231.69G2C2———2330

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 a meta-trait, Best child CSEA FDR is the minimum available FDR among its member individual traits; the linked child study identifies the source. It is not a combined test or a meta-trait significance value. Meta-trait CSEA NES is the equally weighted arithmetic mean of member individual-trait NES values, and is shown only when every member has an available finite NES; missing values are not imputed. This average is not a new CSEA test. The Tier is the authored meta-trait cell tier, not the maximum child tier.