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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.

FING00000035 · All tissues

Acute upper respiratory infections of multiple and unspecified sites: 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: Respiratory infection

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

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

Type rankings — L1 (34)

Types ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1natural_killer_cell14.13Significant8.59e-481.29Specific1,2042,052
2hepatocyte10.80Significant5.27e-091.11Specific1,5153,822
3T_cell9.44Significant3.30e-491.35Specific470959
4innate_lymphoid_cell_23.37Nominal1.000.84Other38
5epithelial_cell1.65Nonsignificant1.000.87Other2447
6astrocyte1.55Nonsignificant1.000.80Other2561,203
7granulocyte1.13Nonsignificant1.000.80Other56
8granulosa_cell0.71Nonsignificant1.000.70Other293670
9endothelial_cell0.67Nonsignificant1.000.77Other373974
10haematopoietic_progenitor_cell0.51Nonsignificant1.000.74Other262502
11schwann_cell0.39Nonsignificant1.000.64Other1057
12thymocyte0.35Nonsignificant1.000.67Other168512
13muscle_stem_cell0.34Nonsignificant1.000.65Other727
14oligodendrocyte0.31Nonsignificant1.000.68Other3851,507
15oligodendrocyte_precursor_cell0.28Nonsignificant1.000.68Other4611,454
16plasma_cell0.26Nonsignificant1.000.64Other1724
17neuron0.24Nonsignificant1.000.64Other3301,328
18smooth_muscle_cell0.21Nonsignificant1.000.64Other27139
19dendritic_cell0.21Nonsignificant1.000.66Other496724
20fibroblast0.14Nonsignificant1.000.62Other184826
21B_cell0.11Nonsignificant1.000.56Other356694
22pericyte0.05Nonsignificant1.000.53Other128517
23platelet0.04Nonsignificant—0.00Other85104
24cardiomyocyte0.03Nonsignificant1.000.46Other5332,045
25adipose_stem_and_progenitor_cell0.02Nonsignificant1.000.45Other327954
26melanocyte0.02Nonsignificant1.000.56Other97309
27macrophage0.01Nonsignificant1.000.41Other8131,732
28chondrocyte4.59e-03Nonsignificant1.000.39Other5481,069
29mesothelial_cell1.45e-03Nonsignificant1.000.36Other636
30monocyte1.16e-03Nonsignificant1.000.29Other2,1763,871
31microglia7.77e-04Nonsignificant1.000.37Other61129
32induced_pluripotent_stem_cell1.07e-04Nonsignificant1.000.33Other00
33skeletal_muscle_cell7.76e-06Nonsignificant1.000.23Other9442,600
34adipocyte1.50e-06Nonsignificant1.000.23Other33111

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1EPI.bile_duct_cholangiocyte19.22Significant0.031.46Specific3760
2T.CD4_cytotoxic17.44Significant1.15e-182.87Specific8551,493
3HEP.acute_phase17.38Significant2.85e-081.70Specific1,4413,641
4T.CD8_Tem14.63Significant1.60e-492.90Specific1,0831,857
5T.CD4_Th1714.52Significant9.40e-092.37Specific421794
6NK.natural_killer_cell14.13Significant——Specific1,2042,045
7T.CD4_Trm12.86Significant2.57e-122.16Specific176363
8HEP.canalicular_transport12.52Significant5.18e-061.55Specific1,2903,434
9T.gamma_delta11.99Significant2.84e-072.03Specific5881,078
10T.CD8_Tcm11.20Significant2.31e-041.77Specific460926
11T.CD4_Tcm10.66Significant2.09e-081.72Specific494988
12T.CD4_Tem10.37Significant0.051.36Relevant365697
13T.CD8_transitional9.61Significant1.22e-031.46Specific497932
14EPI.hepatic_ductular_cholangiocyte8.70Significant7.12e-031.44Specific83243
15T.CD4_transitional8.53Significant1.000.83Relevant48110
16EPI.intrahepatic_cholangiocyte_transport8.16Significant—1.63Relevant1242
17T.MAIT8.12Significant1.000.82Relevant469855
18T.CD4_naive7.48Significant1.000.43Specific399866
19T.CD8_naive6.50Significant1.000.29Specific317708
20T.CD8_Trm6.36Significant1.000.13—211346
21EPI.ileal_enterocyte_crypt6.11Significant0.071.23Other67113
22T.CD4_Tfh5.99Significant1.000.14Other4745
23T.CD4_Treg5.91Significant1.000.14Relevant244511
24EPI.renal_proximal_tubule5.88Significant7.00e-031.45Specific525806
25EPI.extrahepatic_cholangiocyte5.57Significant—1.49Relevant3771
26T.CD4_Th25.47Nominal—0.00Other12
27HEP.periportal_metabolic4.53Nominal1.000.02Other1,7504,427
28EPI.colonocyte4.40Nominal7.12e-031.27Other294815
29EPI.pancreatic_ductal_bicarbonate4.25Nominal0.071.19Other131548
30EPI.ileal_bile_transport4.06Nominal0.301.24Other6193
31ILC2.innate_lymphoid_cell_23.37Nominal——Other20
32EPI.alveolar_type_23.35Nominal0.061.20Other8131,853
33EPI.gastric_foveolar3.33Nominal—0.95Other00
34EPI.ileal_enterocyte_absorptive3.27Nominal0.731.11Other118338
35EPI.ileal_goblet3.14Nominal0.421.20Other181432
36DC.mig2.99Nonsignificant—2.09Other89156
37EPI.colonic_enteroendocrine2.83Nonsignificant—0.77Other11
38EPI.skin_keratinocyte_basal2.55Nonsignificant—0.82Other1326
39EPI.renal_distal_tubule2.02Nonsignificant1.001.06Other133361
40ASTRO.astrocyte1.55Nonsignificant——Other2281,111
41GRANU.MAST1.48Nonsignificant3.74e-032.13Other56
42EPI.ectocervical_granular1.48Nonsignificant—0.31Other1123
43EPI.renal_thick_ascending_limb1.41Nonsignificant1.000.88Other4531,153
44EPI.cervical_suprabasal1.37Nonsignificant—0.40Other1450
45EC.venous1.34Nonsignificant3.02e-141.43Other5161,387
46EPI.intrahepatic_cholangiocyte_defense1.25Nonsignificant—0.43Other813
47EPI.esophageal_suprabasal1.15Nonsignificant1.000.94Other158404
48PC.IgG_systemic1.12Nonsignificant0.021.22Other4160
49EPI.pancreatic_ductal_perivascular1.09Nonsignificant1.000.81Other430
50EPI.tracheal_suprabasal0.99Nonsignificant1.000.79Other2956
51EC.capillary0.83Nonsignificant0.141.10Other5141,635
52EPI.skin_sebaceous_duct_luminal0.75Nonsignificant1.000.79Other100249
53EPI.skin_sweat_duct_keratinocyte0.74Nonsignificant1.000.70Other146301
54EPI.skin_interfollicular_spinous0.73Nonsignificant1.000.79Other260563
55EPI.skin_keratinocyte_progenitor0.72Nonsignificant—0.18Other03
56EPI.renal_immature_ureteric_bud0.71Nonsignificant1.000.72Other217569
57GRNLSA.granulosa_cell0.71Nonsignificant——Other2570
58EPI.pancreatic_ductal_mucinous0.70Nonsignificant1.000.80Other219430
59GRANU.neutrophil0.53Nonsignificant1.000.00Other1,2352,649
60HPC.haematopoietic_progenitor_cell0.51Nonsignificant——Other211370
61DC.pDC0.49Nonsignificant0.701.07Other4961,028
62EPI.esophageal_basal0.41Nonsignificant1.000.66Other410
63SCHWN.schwann_cell0.39Nonsignificant——Other733
64FIB.transitioning0.39Nonsignificant0.481.09Other172497
65EPI.lung_multiciliated0.39Nonsignificant1.000.65Other1649
66EPI.renal_principal_cell0.35Nonsignificant1.000.50Other207403
67NEU.INH_VIP0.35Nonsignificant1.001.00Other241366
68THYMO.thymocyte0.35Nonsignificant——Other163495
69MUSC.muscle_stem_cell0.34Nonsignificant——Other418
70FIB.reticular0.34Nonsignificant0.481.10Other1987
71EPI.pancreatic_ductal_progenitor0.33Nonsignificant1.000.55Other234873
72EPI.renal_intercalated_cell_type_A0.33Nonsignificant1.000.43Other67142
73DC.cDC10.33Nonsignificant0.701.03Other55112
74NEU.EXC_IT0.33Nonsignificant0.011.31Other411192
75EPI.lung_club_secretory0.33Nonsignificant1.000.46Other514
76OLG.oligodendrocyte0.31Nonsignificant——Other3841,397
77EPI.endocervical_secretory0.28Nonsignificant—0.00Other00
78OPC.oligodendrocyte_precursor_cell0.28Nonsignificant——Other4131,269
79FIB.interstitial0.26Nonsignificant0.071.10Other288940
80FIB.skin_sheath0.25Nonsignificant0.481.13Other49118
81EPI.renal_intercalated_cell_type_B0.25Nonsignificant—0.00Other67
82EPI.tracheal_submucosal_gland0.22Nonsignificant—0.00Other00
83SMC.smooth_muscle_cell0.21Nonsignificant——Other20101
84EPI.pancreatic_islet0.21Nonsignificant1.000.63Other52132
85NEU.EXC_NTNG10.19Nonsignificant—0.17Other00
86EPI.salivary_serous_acinar0.18Nonsignificant1.000.38Other233531
87MAC.kupffer0.17Nonsignificant3.22e-031.30Other189530
88B.naive0.16Nonsignificant1.71e-081.38Other307595
89EPI.skin_hair_follicle_companion0.15Nonsignificant—0.00Other812
90FIB.skin_tenogenic0.15Nonsignificant—1.04Other108227
91PC.IgA_muocsal0.15Nonsignificant1.000.43Other1831
92FIB.perivascular_interface0.15Nonsignificant0.661.02Other00
93FIB.hepatic_stellate_cell0.14Nonsignificant—1.03Other64252
94FIB.skin_papillary0.14Nonsignificant—1.03Other00
95FIB.lung_alveolar0.14Nonsignificant—0.99Other615
96EC.lymphatic0.13Nonsignificant1.000.63Other630998
97EPI.salivary_mucous_acinar0.13Nonsignificant1.000.44Other6391,189
98FIB.barrier_purinergic0.13Nonsignificant—1.03Other13
99NEU.EXC_SYT20.13Nonsignificant—0.00Other4077
100FIB.skin_neurosecretory0.12Nonsignificant—0.96Other00
101EPI.pancreatic_acinar0.12Nonsignificant1.000.76Other4291,475
102EC.liver_sinusoidal0.12Nonsignificant1.000.48Other1,0831,925
103EPI.skin_keratinocyte_proliferating0.12Nonsignificant1.000.47Other4776
104EPI.tracheal_basal0.12Nonsignificant1.000.36Other3981,120
105HEP.pericentral_lipoprotein0.11Nonsignificant—0.00Other00
106EPI.colonic_tuft0.11Nonsignificant—0.00Other724
107EC.arterial0.11Nonsignificant1.000.40Other356885
108EPI.salivary_duct_ion_transport0.11Nonsignificant1.000.39Other511
109EPI.thymic_medullary0.11Nonsignificant1.000.31Other26133
110EPI.salivary_myoepithelial0.09Nonsignificant1.000.77Other191714
111FIB.tracheal_subepithelial0.08Nonsignificant—0.74Other00
112EPI.skin_hair_follicle_bulge0.07Nonsignificant1.000.25Other51178
113EPI.skin_appendage_keratinocyte0.07Nonsignificant1.000.25Other87222
114B.memory0.06Nonsignificant1.000.64Other442882
115FIB.adventitial0.05Nonsignificant0.481.02Other2681,447
116PERI.pericyte0.05Nonsignificant——Other1170
117EPI.salivary_intercalated_defense0.04Nonsignificant1.000.27Other81161
118PLAT.platelet0.04Nonsignificant—0.00Other3853
119FIB.suburothelial0.03Nonsignificant1.000.82Other122432
120FIB.barrier_secretory0.03Nonsignificant0.481.15Other81228
121MAC.resident_iron0.03Nonsignificant0.931.10Other1621
122CM.cardiomyocyte0.03Nonsignificant——Other5242,032
123NEU.INH_LAMP50.03Nonsignificant1.000.45Other263532
124EPI.salivary_duct_excretory0.02Nonsignificant1.000.22Other85180
125ASPC.adipose_stem_and_progenitor_cell0.02Nonsignificant——Other324930
126B.age_associated0.02Nonsignificant1.000.41Other207350
127MEL.melanocyte0.02Nonsignificant——Other79242
128EC.heart_remodeling0.02Nonsignificant1.000.85Other5691,594
129NEU.INH_PVALB0.01Nonsignificant1.000.20Other193183
130DC.cDC20.01Nonsignificant1.000.00Other1,1891,793
131EPI.thymic_cortical0.01Nonsignificant1.000.17Other442824
132NEU.EXC_CT8.83e-03Nonsignificant1.000.23Other362384
133MAC.resident_cardiac8.40e-03Nonsignificant0.930.98Other4851,074
134MAC.LAM7.14e-03Nonsignificant0.930.94Other9142,064
135MAC.alveolar6.50e-03Nonsignificant0.930.98Other1,4323,122
136MAC.MDM4.76e-03Nonsignificant0.931.05Other623986
137EPI.skin_follicular_keratinizing4.69e-03Nonsignificant1.000.17Other3081
138CHOND.chondrocyte4.59e-03Nonsignificant——Other519730
139MAC.resident_repair3.52e-03Nonsignificant0.930.90Other7961,426
140MONO.CD163.17e-03Nonsignificant0.561.02Other1,3041,835
141MESO.mesothelial_cell1.45e-03Nonsignificant——Other218
142MONO.CD147.79e-04Nonsignificant1.000.93Other2,2944,139
143MG.microglia7.77e-04Nonsignificant——Other490
144EPI.alveolar_type_16.91e-04Nonsignificant1.000.13Other26101
145MAC.proliferating3.58e-04Nonsignificant0.930.82Other87253
146MAC.microglia_like3.58e-04Nonsignificant0.990.52Other124179
147FIB.neurolectin_mucosa1.55e-04Nonsignificant1.000.33Other133394
148IPSC.induced_pluripotent_stem_cell1.07e-04Nonsignificant——Other00
149SKM.type_1_slow1.82e-05Nonsignificant1.85e-181.25Other9232,478
150ADIPO.adipocyte1.50e-06Nonsignificant——Other2062
151B.germinal_center1.30e-06Nonsignificant1.003.45e-03Other233655
152SKM.type_2_fast3.46e-09Nonsignificant1.000.03Other9722,639

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1HEP.acute_phase.hypoxia_lipid27.73Significant—1.48Relevant00
2HEP.acute_phase.baseline22.14Significant8.34e-062.41—94619
3EPI.bile_duct_cholangiocyte.secretory_mucin22.05Significant—0.22Relevant712
4HEP.acute_phase.inflammatory20.23Significant0.101.58Relevant382649
5T.CD4_cytotoxic.NK_adapted19.23Significant0.241.61—8233
6T.CD4_cytotoxic.terminal_effector18.25Significant0.641.12—28621
7EPI.pancreatic_ductal_bicarbonate.stress17.36Significant—1.89Specific1233
8T.CD8_Tem.motility_primed16.77Significant0.111.68—2694
9EPI.bile_duct_cholangiocyte.inflammatory_APC16.54Significant—0.00—20
10NK.adaptive_classII_inhibitory16.50Significant9.26e-062.57—880154
11HEP.canalicular_transport.ductular_like_transition16.37Significant0.051.64—40087
12NK.adaptive_HLAE_tuned16.36Significant9.26e-062.39—1,124189
13T.CD4_cytotoxic.precursor16.33Significant0.241.63—15667
14NK.adaptive_axis_baseline16.22Significant9.26e-062.46—1,008153
15EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling15.93Significant—1.15—00
16T.CD4_cytotoxic.activated15.87Significant1.000.53Relevant31
17T.CD4_Trm.metal_stress15.86Significant0.561.21Relevant3458
18NK.adaptive_biosynthetic_primed15.70Significant0.451.42Relevant244405
19T.CD8_Tem.signaling_turnover15.64Significant0.161.52Relevant425683
20HEP.canalicular_transport.secretory_ERAD_UPR15.64Significant0.441.25—23228
21T.CD8_Tem.TEMRA15.57Significant0.111.57—9201,088
22T.CD8_Tem.stress_adapted15.52Significant0.681.03—607520
23NK.cytokine_quiescent15.50Significant0.491.30Relevant6231,062
24T.CD4_Trm.cytotoxic_effector15.29Significant0.541.40—11877
25T.CD4_Trm.stress_adaptive15.25Significant0.561.16—822
26NK.cytokine_vascular_patrolling15.02Significant0.391.39—86394
27HEP.canalicular_transport.baseline14.95Significant0.441.26Relevant199477
28T.CD4_Th17.migratory14.89Significant0.550.93Relevant1323
29T.gamma_delta.central_memory14.54Significant1.85e-032.19Specific460919
30T.CD4_Th17.baseline14.52Significant0.550.95—515
31T.CD4_cytotoxic.baseline14.19Significant1.000.00—00
32T.CD4_Th17.cytotoxic14.18Significant0.551.33—332123
33T.CD8_Tcm.gut_homing14.01Significant0.032.04—380112
34HEP.acute_phase.stress_secretory13.93Significant1.000.66—263
35NK.cytokine_axis_baseline13.84Significant1.000.99—1,172116
36NK.cytokine_biosynthetic_primed13.81Significant1.000.81—36021
37T.CD4_Tem.long_term_memory13.78Significant2.25e-052.34Specific314587
38NK.adaptive_terminal_cytotoxic13.64Significant1.000.73Relevant485802
39T.CD8_Tem.baseline13.58Significant0.870.82—458356
40NK.cytokine_repair_primed13.56Significant1.000.89—26611
41NK.adaptive_adipose_stress13.50Significant1.000.41—37439
42T.CD4_Tcm.effector_like12.99Significant0.012.05Specific293533
43HEP.acute_phase.complement_metabolic12.90Significant1.000.05Relevant1,4233,464
44NK.adaptive_immature_precursor12.72Significant1.000.52—358111
45HEP.canalicular_transport.pericentral_like_hypoxia12.63Significant0.940.79—3268
46HEP.acute_phase.complement_antiviral12.33Significant1.000.13Relevant377751
47EPI.ileal_enterocyte_crypt.proliferative_G2M12.24Significant—0.54Relevant1954
48T.CD4_Trm.baseline12.17Significant0.561.15—3121
49T.MAIT.stress12.12Significant—1.42—00
50T.CD8_Tem.early_helper_like12.07Significant1.000.19Relevant445755
51T.CD8_transitional.early12.06Significant5.85e-041.77—32755
52T.CD8_Tcm.effector_bias11.98Significant0.291.34Relevant199329
53T.CD8_Tcm.helper_like11.96Significant0.291.45Relevant81159
54T.CD4_Tcm.secretory11.94Significant0.591.46—2011
55EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate11.78Significant—1.13—00
56NK.immature_bridge11.72Significant1.000.23—117122
57HEP.canalicular_transport.injury_stress11.70Significant0.940.88—28924
58EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion11.45Significant—0.67—53
59T.gamma_delta.early_effector11.37Significant0.521.12—890
60T.CD4_Tcm.DC_interact11.37Significant0.421.56—7232
61T.CD4_Trm.central_like11.32Significant0.940.61—3831
62T.CD4_Tcm.Th2_like11.32Significant0.801.05Relevant2355
63T.CD4_Tcm.tissue_homing11.16Significant0.591.30—7846
64T.CD4_Tcm.crosstalk_myeloid11.03Significant0.591.35—54
65T.CD4_Tcm.RNA_control10.86Significant0.631.19—964
66T.CD4_Tcm.retro_ZNF11710.83Significant0.801.03Relevant59
67T.CD4_Tcm.synapse_dynamics10.73Significant0.920.92—1510
68T.CD4_Tcm.Tfh_like10.71Significant0.591.24Relevant102214
69T.CD4_Tcm.regulatory_poised10.54Significant0.930.84—23
70HEP.acute_phase.proliferative10.54Significant—0.00Relevant46
71HEP.canalicular_transport.inflammatory10.35Significant0.970.62—1,335194
72T.CD8_transitional.Trm_primed10.32Significant0.221.32—10815
73EPI.hepatic_ductular_cholangiocyte.polarity10.25Significant—0.41—00
74T.CD4_Trm.helper_like10.24Significant0.940.53Relevant84147
75T.CD4_Trm.activated10.15Significant0.940.79—3226
76T.CD4_transitional.baseline10.05Significant0.131.58Relevant5997
77T.gamma_delta.cytotoxic_effector10.02Significant0.990.31—349109
78T.CD4_Tcm.migratory_cilium10.02Significant0.930.80—510
79T.MAIT.cytotoxic9.95Significant0.631.54—5215
80HEP.periportal_metabolic.stress_checkpoint9.90Significant3.56e-031.69Specific234786
81T.CD4_Tem.inflammatory9.64Significant1.000.69—286
82T.CD4_Tcm.baseline9.46Significant1.000.48—6131
83T.CD4_Tem.transitional_CM9.24Significant1.000.55—3120
84T.CD8_Tcm.baseline8.92Significant1.000.18—9089
85EPI.hepatic_ductular_cholangiocyte.acute_phase_complement8.92Significant—0.30—00
86T.CD4_Treg.central_naive_like8.88Significant1.01e-062.70—33345
87T.CD4_Tcm.APC_mimicry8.80Significant1.000.39—5443
88T.CD8_naive.mito_proteostasis8.73Significant2.52e-032.42—428100
89T.CD4_Tcm.imprinted_splicing8.72Significant1.000.57Relevant617
90T.CD4_Tfh.effector_migratory8.54Significant0.161.44—12257
91T.CD4_Tem.cytotoxic_effector8.44Significant1.000.16Relevant225398
92T.CD4_naive.homeostatic8.25Significant0.071.63—215108
93T.CD4_naive.purinergic8.24Significant0.521.52—491
94EPI.pancreatic_ductal_bicarbonate.repair_actin_junction8.21Significant—1.25Relevant00
95HEP.periportal_metabolic.acute_phase_barrier8.08Significant0.041.46Specific533138
96EPI.hepatic_ductular_cholangiocyte.secretory_transport8.03Significant—0.00—00
97NK.cytokine_lung_immediate_early8.02Significant1.000.03—424274
98T.CD4_naive.neddylation_mitoprot7.99Significant0.521.28—9356
99T.MAIT.quiescent7.97Significant0.810.73—1005
100T.CD4_transitional.APC_interacting7.96Significant0.900.82—1014
101T.CD4_Tcm.stress7.94Significant1.000.09Relevant511
102T.MAIT.early_activation7.94Significant0.731.28—574
103T.MAIT.vesicle7.92Significant0.811.06Relevant3765
104T.CD8_transitional.APC_like7.87Significant0.990.52—20562
105T.MAIT.MAPK_brake7.86Significant0.810.65Relevant4466
106T.CD4_naive.survival_neddylation7.85Significant0.521.32Relevant2638
107NK.cytokine_tissue_activation7.82Significant1.000.00Relevant267450
108T.CD8_transitional.effector_primed7.78Significant0.990.58—435151
109T.CD4_transitional.primed_cytotoxic7.77Significant0.900.64—2830
110T.CD8_Trm.cytotoxic7.75Significant0.031.65—16585
111T.CD8_Tcm.NK_like7.74Significant1.000.14Relevant334581
112T.CD4_naive.mature_mitoprot7.66Significant0.521.17Relevant212476
113T.CD4_naive.neddylation7.63Significant0.521.22Relevant104222
114EPI.ileal_enterocyte_crypt.proliferative_S7.54Significant0.551.39Relevant42
115T.CD4_Treg.Tr1_like7.46Significant—0.55—88
116T.CD4_naive.survival7.38Significant1.000.83Relevant1217
117T.CD4_naive.Treg_like7.30Significant1.000.81—12172
118T.CD8_Trm.homeostatic7.29Significant0.801.12—425
119T.CD4_naive.mature7.25Significant1.000.76—211100
120T.CD4_naive.survival_mitoprot7.21Significant1.000.71—137
121T.CD4_naive.resist_bystander7.16Significant1.000.72—4025
122EPI.colonocyte.secretory_boost7.15Significant1.82e-032.28Specific9891
123HEP.periportal_metabolic.inflammatory_activated7.12Significant0.051.37Relevant7121,610
124T.MAIT.migratory7.03Significant0.810.66—101
125T.CD8_naive.vesicle_secretory6.95Significant0.431.49—420
126EPI.renal_distal_tubule.stress6.83Significant—1.34Relevant00
127EPI.colonic_enteroendocrine.progenitor6.82Significant—0.97Relevant00
128T.CD4_transitional.tissue_enagement6.77Significant0.900.50Relevant511
129T.CD8_naive.cytokine_dampened6.70Significant0.830.99—714
130T.CD8_naive.innate_like6.66Significant0.830.94—101
131T.CD4_Tfh.precursor_migratory6.61Significant0.161.47—7227
132EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo6.60Significant—0.00—00
133T.CD8_naive.baseline6.57Significant0.831.02—1422
134EPI.hepatic_ductular_cholangiocyte.ion_transport6.57Significant—0.00Relevant00
135NK.cytokine_tissue_resident6.54Significant1.000.08—7482
136T.CD4_Th2.precursor6.48Significant—0.00Relevant00
137T.CD8_transitional.stress6.44Significant—0.00—2434
138T.CD4_transitional.primed_helper_effector6.42Significant0.900.90Other1943
139EPI.renal_proximal_tubule.detox_antioxidant6.31Significant0.052.12—39477
140EPI.extrahepatic_cholangiocyte.barrier_interface6.16Significant—0.73Relevant00
141T.CD8_naive.splicing_enriched6.13Significant0.970.45—12016
142T.CD8_naive.effector_transition6.08Significant0.910.79Relevant3562
143T.CD4_naive.proteostasis_mitoprot5.93Significant1.000.29Relevant1537
144T.CD8_Trm.muscosal_Tc175.84Significant1.000.71Other1938
145T.CD8_naive.nfkb_related5.72Significant0.830.92Other10
146EPI.colonocyte.junction_remodeling5.64Significant1.82e-032.23Specific218305
147T.CD4_naive.activated_stress5.59Significant1.000.29—339429
148T.CD4_naive.proteostasis5.56Significant1.000.19—149
149HEP.canalicular_transport.sterol_lipid_biosynthesis5.49Nominal—0.00Other1020
150T.CD4_Treg.tissue_effector5.46Nominal1.000.56Other1613
151EPI.hepatic_ductular_cholangiocyte.barrier_chemokine5.45Nominal—0.00Other69
152EPI.renal_proximal_tubule.onecarbon_peroxisome5.30Nominal0.920.28Other5889
153EPI.ileal_enterocyte_crypt.secretory_precursor5.21Nominal—0.27Other00
154ILC2.quiescent5.18Nominal—0.00Other00
155EPI.ileal_enterocyte_crypt.baseline5.09Nominal0.801.01Other116
156T.CD4_Tfh.suppression_exhaustion5.06Nominal1.000.57Other02
157T.CD8_naive.lipid_synthesis5.04Nominal0.970.30Other64
158EPI.extrahepatic_cholangiocyte.mucin_secretory5.02Nominal—0.00Other00
159EPI.hepatic_ductular_cholangiocyte.stress4.88Nominal—0.00Other00
160T.CD8_Trm.inflammatory4.61Nominal1.000.07Other124176
161EPI.ileal_enterocyte_absorptive.brush_border4.45Nominal4.78e-042.31Other5801,717
162T.CD4_Treg.APC_interactive4.36Nominal1.000.06Other11828
163HEP.periportal_metabolic.canonical_urea_cycle4.27Nominal0.601.06Other1,464269
164EPI.colonocyte.crypt_progenitor4.19Nominal0.481.21Other115265
165EPI.ileal_bile_transport.absorptive_xenobiotic4.09Nominal0.590.87Other1112
166EPI.skin_keratinocyte_basal.spinous_transition4.00Nominal—0.97Other00
167EPI.ileal_bile_transport.detox_transcytosis3.98Nominal—0.00Other01
168T.CD4_Th2.tissue_adapted3.95Nominal—0.00Other00
169EPI.colonocyte.ionocyte_BEST43.90Nominal0.910.73Other103188
170EPI.ileal_enterocyte_crypt.villus_transition3.88Nominal—0.00Other710
171T.CD8_Trm.dendritic_recruiter3.85Nominal1.000.10Other4785
172EPI.pancreatic_ductal_bicarbonate.inflammatory3.83Nominal0.931.14Other1432
173EPI.alveolar_type_2.stress_response3.79Nominal0.031.77Other6751,562
174EPI.ileal_enterocyte_crypt.bile_transport3.58Nominal0.880.49Other20
175EPI.colonocyte.goblet_interface3.45Nominal—0.00Other1121
176EPI.ileal_goblet.stress_metallothionein3.41Nominal—0.57Other411
177EPI.gastric_foveolar.baseline3.33Nominal—0.00Other00
178EPI.skin_keratinocyte_basal.transit_amplifying3.31Nominal—0.00Other00
179EPI.ileal_goblet.inflammatory_mucin3.18Nominal0.711.17Other69
180HEP.periportal_metabolic.apolipoprotein_secretory3.16Nominal1.000.73Other43110
181EPI.pancreatic_ductal_bicarbonate.barrier_mucin3.15Nominal0.930.89Other219533
182EPI.pancreatic_ductal_bicarbonate.baseline3.15Nominal0.930.40Other1142
183EPI.ileal_goblet.baseline3.14Nominal0.800.51Other162
184ILC2.activated3.11Nominal—0.23Other00
185EPI.alveolar_type_2.baseline_surfactant3.05Nominal0.950.81Other649
186ASTRO.homeostatic3.03Nominal5.94e-041.61Other200431
187T.CD4_naive.gut_prone3.03Nominal1.004.82e-03Other3570
188DC.mig.baseline2.99Nonsignificant—0.00Other10
189ASTRO.immature_lipid2.98Nonsignificant0.301.35Other23113
190EPI.alveolar_type_2.injury_primed2.95Nonsignificant0.950.46Other434245
191EPI.pancreatic_ductal_bicarbonate.junctional_remodel2.95Nonsignificant—0.00Other49237
192EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump2.85Nonsignificant0.930.55Other40191
193EPI.colonocyte.proximal_transport2.77Nonsignificant1.000.06Other2412
194ASTRO.stress_mito2.76Nonsignificant0.751.17Other47110
195THYMO.DP_early_stress2.61Nonsignificant—2.36Other00
196GRNLSA.proliferative_migratory2.53Nonsignificant3.32e-041.64Other248292
197EPI.ileal_goblet.immature2.51Nonsignificant—0.00Other00
198PC.IgG_systemic.interacting2.49Nonsignificant0.601.23Other00
199EPI.intrahepatic_cholangiocyte_transport.mucin_secretory2.43Nonsignificant—0.00Other00
200EPI.pancreatic_ductal_bicarbonate.activated2.40Nonsignificant0.930.39Other107
201EPI.colonocyte.distal_absorptive2.39Nonsignificant—0.00Other00
202HEP.periportal_metabolic.xenobiotic_detox2.32Nonsignificant1.000.26Other1,440139
203EPI.ileal_enterocyte_absorptive.villus_tip2.07Nonsignificant1.000.00Other43
204EPI.renal_thick_ascending_limb.cation_flux2.06Nonsignificant0.611.12Other5795
205EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal2.01Nonsignificant—1.24Other00
206EPI.ectocervical_granular.immune_interact2.00Nonsignificant—1.15Other00
207HEP.periportal_metabolic.urea_onecarbon_secretory2.00Nonsignificant1.000.21Other1,3323,053
208EC.venous.adipose_lipid1.95Nonsignificant0.331.42Other254476
209PC.IgG_systemic.stress1.92Nonsignificant—0.79Other15
210GRANU.MAST.activated_acute1.92Nonsignificant—0.80Other00
211T.CD4_Tfh.canonical_GC_helper1.91Nonsignificant1.000.00Other12
212EPI.renal_thick_ascending_limb.barrier_repair1.83Nonsignificant0.591.35Other141284
213ASTRO.A2_reactive1.82Nonsignificant1.000.91Other1037
214EPI.ectocervical_granular.proliferative_basal1.80Nonsignificant—0.32Other00
215GRANU.MAST.activated_repair1.71Nonsignificant—0.17Other01
216EPI.cervical_suprabasal.secretory_vesicle1.62Nonsignificant—0.42Other00
217ASTRO.synaptic_interaction1.61Nonsignificant1.000.93Other76334
218EPI.esophageal_suprabasal.proliferative_exit1.60Nonsignificant—1.35Other00
219EPI.esophageal_suprabasal.basal_transitional1.56Nonsignificant0.521.39Other4467
220ILC2.migratory1.55Nonsignificant—0.00Other00
221EPI.renal_thick_ascending_limb.remodeling1.53Nonsignificant0.611.15Other15292
222EC.capillary.stress1.48Nonsignificant0.041.48Other4436
223EC.venous.activated1.41Nonsignificant0.940.90Other247752
224EPI.pancreatic_ductal_perivascular.baseline1.38Nonsignificant0.031.95Other15
225EC.venous.quiescent_homeostatic1.35Nonsignificant0.451.27Other456360
226HEP.periportal_metabolic.stress_chaperone1.34Nonsignificant—0.00Other66128
227EPI.tracheal_suprabasal.secretory_immune1.34Nonsignificant—0.90Other00
228EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic1.33Nonsignificant—0.69Other00
229EC.venous.baseline1.32Nonsignificant0.940.85Other346807
230EPI.esophageal_suprabasal.proliferative_G2M1.32Nonsignificant—0.73Other00
231EPI.intrahepatic_cholangiocyte_defense.secretory_barrier1.31Nonsignificant—0.42Other00
232EC.capillary.postcap_venule1.30Nonsignificant7.07e-031.63Other355261
233EPI.skin_keratinocyte_basal.basement_anchoring1.27Nonsignificant—0.00Other00
234HPC.MPP_IEG1.24Nonsignificant0.841.18Other4546
235MAC.kupffer.monocyte_like1.23Nonsignificant—1.21Other00
236EPI.skin_sweat_duct_keratinocyte.repair1.18Nonsignificant—0.95Other00
237EPI.intrahepatic_cholangiocyte_defense.raft_maturation1.18Nonsignificant—0.00Other00
238EC.venous.remodeling_stalk1.17Nonsignificant0.940.79Other559566
239EPI.cervical_suprabasal.inflammatory_repair1.12Nonsignificant—0.00Other00
240EPI.skin_interfollicular_spinous.stress_oxidative1.08Nonsignificant—0.79Other00
241THYMO.SP_CD8_transitional1.05Nonsignificant4.78e-041.87Other3275
242EPI.lung_club_secretory.ciliogenesis_primed1.05Nonsignificant—1.47Other00
243EPI.esophageal_suprabasal.differentiating_keratin1.03Nonsignificant0.580.90Other13161
244EC.capillary.migratory1.01Nonsignificant0.651.17Other181509
245EPI.renal_thick_ascending_limb.canonical_salt_transporter1.01Nonsignificant0.660.99Other322317
246EPI.esophageal_suprabasal.proliferative_S1.01Nonsignificant—0.00Other2641
247SCHWN.reactive_inflammatory0.99Nonsignificant—1.14Other00
248DC.cDC1.baseline0.99Nonsignificant—1.53Other00
249THYMO.SP_CD8_naive_stress0.99Nonsignificant0.091.55Other11
250EPI.renal_distal_tubule.ciliated_remodelling0.98Nonsignificant—0.39Other00
251DC.pDC.poised_migratory0.97Nonsignificant0.801.22Other5495
252EPI.skin_sebaceous_duct_luminal.detox_repair0.95Nonsignificant8.25e-032.27Other13794
253EPI.renal_distal_tubule.ion_transport0.95Nonsignificant—0.27Other00
254EPI.skin_interfollicular_spinous.stress_UPR0.92Nonsignificant—1.07Other00
255EPI.skin_interfollicular_spinous.proliferative0.91Nonsignificant—0.79Other00
256EPI.renal_immature_ureteric_bud.osmoprotective0.91Nonsignificant0.041.57Other12644
257GRANU.MAST.resting_granule0.90Nonsignificant—0.00Other00
258EPI.colonic_enteroendocrine.Lcell_peptide0.90Nonsignificant—0.00Other00
259HPC.GMP_granulocytic0.89Nonsignificant—0.19Other33
260EPI.skin_interfollicular_spinous.early_differentiation0.87Nonsignificant0.531.36Other8919
261EPI.lung_multiciliated.mature_motile_cilia0.85Nonsignificant—1.53Other00
262PC.IgG_systemic.metabolic0.84Nonsignificant0.780.82Other4663
263EPI.renal_intercalated_cell_type_A.PC_transitional0.83Nonsignificant—0.61Other203407
264EPI.pancreatic_acinar.stress0.82Nonsignificant1.001.14Other2828
265EPI.skin_sweat_duct_keratinocyte.signal_gate0.81Nonsignificant—0.16Other4326
266EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.81Nonsignificant—0.00Other00
267EPI.pancreatic_ductal_mucinous.proliferative_gastric_like0.80Nonsignificant—0.42Other00
268FIB.interstitial.immune_interact0.80Nonsignificant0.711.10Other121
269EPI.salivary_myoepithelial.contractile_repair0.80Nonsignificant—1.22Other39
270THYMO.DN_preTCR0.80Nonsignificant1.59e-031.74Other4171
271EPI.skin_keratinocyte_progenitor.quiescent_stem_like0.79Nonsignificant—1.15Other00
272EPI.ectocervical_granular.secretory_apocrine0.77Nonsignificant—0.00Other00
273EPI.pancreatic_ductal_mucinous.mucin_rich_barrier0.77Nonsignificant0.451.05Other4491,034
274EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic0.77Nonsignificant—1.79Other00
275EC.capillary.baseline0.77Nonsignificant0.681.06Other246560
276EPI.skin_interfollicular_spinous.baseline0.76Nonsignificant0.611.09Other353
277EPI.pancreatic_ductal_mucinous.remodeling_channel_rich0.76Nonsignificant—0.32Other00
278EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro0.75Nonsignificant—0.00Other00
279EPI.skin_interfollicular_spinous.inflammatory0.73Nonsignificant—0.00Other00
280GRNLSA.secretory_remodeling0.73Nonsignificant1.001.17Other9025
281EPI.tracheal_suprabasal.transitional_wound0.73Nonsignificant—0.00Other161
282EPI.renal_principal_cell.intercalated_like0.73Nonsignificant0.141.69Other6366
283FIB.reticular.ECM_builder0.72Nonsignificant—1.36Other00
284ASTRO.hypoxia_angiogenic0.71Nonsignificant1.000.78Other518
285GRANU.neutrophil.primed_degranulation0.70Nonsignificant—0.90Other00
286EPI.skin_keratinocyte_progenitor.activated_stress0.69Nonsignificant—0.00Other00
287HPC.LMPP0.65Nonsignificant0.841.05Other6531
288EPI.skin_interfollicular_spinous.upper_lipid0.64Nonsignificant—0.00Other66
289EPI.esophageal_basal.junctional_barrier0.64Nonsignificant—1.21Other00
290EPI.skin_sebaceous_duct_luminal.ECM_remodelling0.64Nonsignificant0.970.15Other29
291EPI.pancreatic_ductal_perivascular.protective_antioxidant0.61Nonsignificant—0.00Other1169
292NEU.EXC_IT.callosal0.59Nonsignificant0.041.43Other286119
293EC.capillary.inflammatory0.58Nonsignificant1.000.56Other2751
294EC.capillary.angiogenic_tip0.56Nonsignificant1.000.68Other186218
295NEU.INH_VIP.opioid0.56Nonsignificant—0.91Other509
296GRNLSA.angiocrine_mechanosensory0.55Nonsignificant—0.57Other00
297NEU.INH_VIP.excitatory_coupled0.54Nonsignificant—0.81Other130
298NEU.INH_VIP.canonical_disinhibitory0.54Nonsignificant0.071.52Other5938
299MUSC.activated_migratory0.54Nonsignificant0.181.68Other67
300EC.capillary.angiocrine0.53Nonsignificant1.000.40Other250630
301FIB.transitioning.ISG_primed_interface0.53Nonsignificant—0.56Other1780
302EPI.pancreatic_ductal_progenitor.ciliated_transport0.52Nonsignificant—0.82Other105368
303NEU.INH_VIP.serotonergic0.50Nonsignificant—0.80Other92
304EPI.renal_distal_tubule.repair0.49Nonsignificant—0.00Other34102
305NEU.EXC_IT.guidance0.48Nonsignificant0.041.47Other27463
306OLG.regulatory_activated0.47Nonsignificant0.591.25Other196614
307ASTRO.stress_acute0.45Nonsignificant1.000.24Other6056
308EPI.renal_principal_cell.inflammatory0.45Nonsignificant0.141.64Other74157
309GRANU.neutrophil.antiviral_endotoxin0.44Nonsignificant—0.00Other00
310SCHWN.translation_boost0.43Nonsignificant—0.08Other81
311GRANU.neutrophil.tissue_patrolling0.42Nonsignificant—0.00Other00
312FIB.skin_sheath.stress_chaperone0.41Nonsignificant—0.00Other00
313EPI.pancreatic_islet.beta0.41Nonsignificant3.83e-031.33Other4257
314FIB.transitioning.secretory_procollagen0.41Nonsignificant—0.00Other00
315EPI.renal_thick_ascending_limb.salt_sensing0.41Nonsignificant1.009.28e-03Other73103
316MUSC.quiescent_reservoir0.40Nonsignificant0.541.28Other28
317FIB.reticular.immune_interface0.39Nonsignificant—0.16Other16
318EPI.lung_multiciliated.baseline0.38Nonsignificant—0.51Other07
319ASTRO.neuromodulatory0.37Nonsignificant1.000.22Other34172
320THYMO.CD8aa_IELp0.37Nonsignificant—0.27Other17
321DC.cDC1.cross_presenting0.36Nonsignificant—0.52Other00
322OPC.premyelinating0.35Nonsignificant0.051.81Other18512
323FIB.transitioning.matrix_stress0.35Nonsignificant—0.06Other47138
324EPI.pancreatic_acinar.inflammatory_regenerative0.35Nonsignificant1.001.16Other25113
325OLG.myelinating_mature0.35Nonsignificant0.591.10Other36394
326EPI.esophageal_basal.activated_progenitor0.33Nonsignificant1.000.00Other10
327PC.IgG_systemic.secretory0.32Nonsignificant0.780.87Other00
328EPI.lung_club_secretory.inflammatory0.32Nonsignificant—0.37Other00
329EC.liver_sinusoidal.prostanoid0.32Nonsignificant—1.14Other1164
330OLG.stress0.32Nonsignificant0.591.23Other2328
331EC.capillary.activated0.32Nonsignificant1.000.24Other25
332NEU.EXC_IT.structural0.31Nonsignificant1.000.81Other17141
333EPI.skin_hair_follicle_companion.activated_migratory0.31Nonsignificant—0.97Other00
334OLG.regulatory0.31Nonsignificant0.911.00Other35373
335EPI.skin_sebaceous_duct_luminal.immune_interface0.31Nonsignificant—0.00Other00
336THYMO.DP_early0.30Nonsignificant0.811.02Other326313
337NEU.EXC_IT.neuromodulated0.30Nonsignificant1.000.77Other176116
338DC.pDC.immature_metabolic0.29Nonsignificant0.800.77Other78124
339PC.IgA_muocsal.activated0.29Nonsignificant9.93e-041.24Other178
340GRNLSA.stress_metabolic0.29Nonsignificant—0.01Other12
341NEU.INH_VIP.regulatory_remodeling0.29Nonsignificant—0.01Other61
342EPI.skin_interfollicular_spinous.transition_basal0.29Nonsignificant1.000.00Other100127
343OPC.proliferative_immune_interact0.29Nonsignificant0.790.97Other180373
344OLG.myelinating_stress0.29Nonsignificant0.970.88Other23262
345EPI.endocervical_secretory.secretory_translocon0.28Nonsignificant—0.67Other00
346EPI.lung_multiciliated.stress0.28Nonsignificant—0.00Other67165
347FIB.interstitial.remodeling0.28Nonsignificant0.711.04Other319
348EPI.endocervical_secretory.squamous_barrier0.28Nonsignificant—0.00Other00
349ASTRO.A1_reactive0.28Nonsignificant1.000.04Other433394
350EPI.tracheal_submucosal_gland.acinar_serous0.27Nonsignificant—0.73Other00
351B.naive.restrained0.27Nonsignificant0.021.38Other183353
352EPI.ectocervical_granular.inflammatory0.27Nonsignificant—0.00Other00
353EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit0.27Nonsignificant—0.00Other00
354SMC.metabolic0.27Nonsignificant0.691.09Other1440
355DC.pDC.baseline0.27Nonsignificant0.800.74Other88123
356EPI.skin_appendage_keratinocyte.sebaceous_apocrine0.26Nonsignificant—0.80Other3982
357EPI.pancreatic_ductal_progenitor.baseline0.26Nonsignificant0.990.04Other179702
358FIB.reticular.stress_metallothionein0.26Nonsignificant—0.00Other332
359GRNLSA.chemokine_mechanosensory0.25Nonsignificant1.000.58Other10
360NEU.EXC_NTNG1.nuclear_reg0.25Nonsignificant—0.67Other00
361EPI.renal_intercalated_cell_type_B.baseline0.25Nonsignificant—0.00Other31
362FIB.reticular.stromal_niche0.24Nonsignificant0.890.40Other00
363FIB.interstitial.mesenchymal_regulator0.24Nonsignificant0.711.03Other44
364MUSC.baseline0.24Nonsignificant0.940.35Other00
365EC.lymphatic.activated0.23Nonsignificant0.591.06Other4773
366DC.cDC1.activated0.23Nonsignificant—0.17Other00
367GRNLSA.cholesterol_mevalonate0.23Nonsignificant1.000.62Other94
368EC.lymphatic.valve0.23Nonsignificant—0.77Other00
369OLG.vesicle_trafficking0.23Nonsignificant0.980.75Other12410
370EPI.skin_keratinocyte_proliferating.early_spinous_transition0.23Nonsignificant—0.75Other135290
371MUSC.early_activation0.23Nonsignificant0.940.66Other432
372B.naive.activated0.22Nonsignificant0.491.23Other77127
373EC.liver_sinusoidal.hypoxia_metabolic0.22Nonsignificant0.401.15Other183107
374B.naive.baseline0.22Nonsignificant0.491.25Other1013
375GRNLSA.p53_damage0.22Nonsignificant—0.00Other1310
376SMC.activated0.22Nonsignificant0.690.98Other25
377EPI.skin_sweat_duct_keratinocyte.proliferative_S0.21Nonsignificant—0.00Other00
378EPI.pancreatic_ductal_progenitor.ADM_like0.21Nonsignificant—0.00Other00
379NEU.EXC_SYT2.synaptic0.21Nonsignificant—0.48Other00
380FIB.barrier_purinergic.lipid_secretory0.21Nonsignificant—0.48Other00
381FIB.adventitial.adhesion_lipid0.20Nonsignificant0.391.22Other58209
382FIB.adventitial.inflammatory_activated0.20Nonsignificant0.391.14Other100473
383OPC.homeostatic0.20Nonsignificant1.000.11Other394160
384FIB.lung_alveolar.stress_interacting0.20Nonsignificant—0.97Other00
385CM.inflammatory0.20Nonsignificant—2.26Other00
386HPC.GMP_inflammatory0.20Nonsignificant0.980.56Other2010
387THYMO.SP_CD8_naive0.20Nonsignificant1.000.33Other297177
388EPI.renal_principal_cell.injury_repair0.20Nonsignificant0.980.16Other269
389EPI.salivary_serous_acinar.secretory_active0.19Nonsignificant7.06e-041.98Other24269
390THYMO.SP_CD4_naive0.19Nonsignificant1.000.32Other6575
391EPI.renal_principal_cell.activated_acute0.19Nonsignificant0.980.32Other2959
392EPI.lung_club_secretory.canonical_surfactant0.19Nonsignificant—0.00Other74104
393GRNLSA.lipid_hypoxia0.19Nonsignificant1.000.25Other280
394EPI.renal_intercalated_cell_type_A.acid_secretion0.19Nonsignificant0.890.57Other126
395EPI.skin_sweat_duct_keratinocyte.barrier0.19Nonsignificant—0.00Other00
396HPC.MPP_activated0.18Nonsignificant—0.00Other00
397FIB.perivascular_interface.vasomotor_tone0.18Nonsignificant—0.69Other00
398FIB.hepatic_stellate_cell.inflammatory0.18Nonsignificant—1.15Other00
399EPI.thymic_medullary.stress_APC0.18Nonsignificant0.401.48Other24
400HPC.MEP0.18Nonsignificant0.980.55Other5991,195
401EC.lymphatic.tip_migratory0.18Nonsignificant0.431.19Other2337
402FIB.transitioning.motility_remodelling0.17Nonsignificant—0.00Other00
403NEU.INH_VIP.nuclear_reg0.17Nonsignificant—0.00Other204
404EPI.renal_principal_cell.canonical_vasopressin0.17Nonsignificant0.980.41Other20
405FIB.skin_sheath.ECM_immune0.17Nonsignificant—6.94e-17Other00
406FIB.skin_sheath.neuro_vascular_interface0.17Nonsignificant—0.00Other00
407SCHWN.axon_contact_cardiac0.17Nonsignificant0.950.35Other1863
408EC.arterial.mito_contact0.16Nonsignificant0.681.25Other145
409B.naive.proteostasis0.16Nonsignificant0.871.01Other4969
410EPI.tracheal_submucosal_gland.ductal_luminal0.16Nonsignificant—0.00Other00
411EPI.skin_hair_follicle_bulge.anagen_growth0.16Nonsignificant—0.92Other00
412FIB.perivascular_interface.vascular_BM_remodelling0.16Nonsignificant—0.30Other00
413B.memory.preactivated0.16Nonsignificant0.161.24Other173174
414SMC.contractile0.15Nonsignificant0.690.92Other80588
415EC.arterial.arteriole_interface0.15Nonsignificant0.841.05Other3112
416FIB.skin_tenogenic.baseline0.15Nonsignificant—0.00Other02
417EPI.colonic_tuft.activated0.15Nonsignificant—0.42Other00
418NEU.INH_VIP.matrix0.15Nonsignificant—0.00Other2477
419EPI.renal_immature_ureteric_bud.defense_secretory0.15Nonsignificant0.990.25Other4576
420EC.arterial.arteriole_gas_exchange0.15Nonsignificant0.681.20Other238131
421EC.arterial.inflammatory0.14Nonsignificant0.761.14Other6350
422B.naive.receptor_recycle0.14Nonsignificant0.990.71Other510
423EPI.skin_hair_follicle_bulge.niche_crosstalk0.14Nonsignificant—1.04Other2988
424PERI.inflammatory0.14Nonsignificant0.141.14Other4077
425FIB.skin_papillary.baseline0.14Nonsignificant—0.00Other00
426FIB.hepatic_stellate_cell.fibrogenic0.14Nonsignificant—0.00Other00
427DC.cDC2.lipid_metabolic0.13Nonsignificant—1.99Other00
428EPI.salivary_mucous_acinar.baseline0.13Nonsignificant——Other394683
429HEP.pericentral_lipoprotein.UPR_redox0.13Nonsignificant—0.67Other00
430NEU.EXC_NTNG1.synaptic0.13Nonsignificant—0.00Other00
431B.naive.purinergic0.13Nonsignificant0.990.64Other384820
432EPI.tracheal_basal.activated_stress0.13Nonsignificant0.651.21Other320
433NEU.INH_VIP.LAMP5_hybrid0.13Nonsignificant—0.00Other19
434EPI.skin_hair_follicle_companion.bulge_anchor_signaling0.12Nonsignificant—0.00Other00
435FIB.skin_neurosecretory.baseline0.12Nonsignificant—0.00Other00
436GRNLSA.EMT_insulin_signaling0.12Nonsignificant1.000.08Other4784
437FIB.hepatic_stellate_cell.contractile0.12Nonsignificant—0.00Other00
438FIB.perivascular_interface.lipid_shuttle0.11Nonsignificant—0.00Other51170
439NEU.INH_VIP.enkephalinergic0.11Nonsignificant—0.00Other00
440B.naive.antigen_presenting_ready0.11Nonsignificant0.851.06Other4873
441EC.lymphatic.baseline0.11Nonsignificant0.990.89Other3872
442EPI.tracheal_basal.homeostatic_progenitor0.11Nonsignificant0.790.64Other28574
443NEU.INH_VIP.develop_niche0.11Nonsignificant—0.00Other00
444EC.liver_sinusoidal.inflammatory0.11Nonsignificant—0.27Other223154
445EPI.salivary_duct_ion_transport.baseline0.11Nonsignificant——Other00
446B.naive.remodeling0.10Nonsignificant0.990.61Other135230
447PLAT.megakaryocytic0.10Nonsignificant—0.97Other00
448HEP.pericentral_lipoprotein.ApoB_coagulation0.10Nonsignificant—0.00Other00
449EC.venous.cardiac_structural0.10Nonsignificant1.000.00Other102229
450PC.IgA_muocsal.migratory0.10Nonsignificant0.980.92Other41
451B.memory.activated0.10Nonsignificant0.361.09Other10529
452DC.cDC1.proliferative0.10Nonsignificant—0.00Other00
453EPI.thymic_medullary.canonical_alarmin0.10Nonsignificant0.401.25Other817
454FIB.lung_alveolar.mito_secretory0.09Nonsignificant—0.00Other00
455NEU.INH_VIP.cannabinoid0.09Nonsignificant—0.00Other00
456B.naive.metabolic0.09Nonsignificant0.990.73Other5079
457EC.arterial.homeostatic0.09Nonsignificant0.950.89Other243
458EPI.salivary_myoepithelial.junctional_transport0.09Nonsignificant0.961.28Other66121
459EC.arterial.metabolic0.08Nonsignificant0.950.83Other195159
460EPI.skin_appendage_keratinocyte.ductal_immune_interacting0.08Nonsignificant0.341.39Other716
461EPI.salivary_intercalated_defense.canonical_antimicrobial0.08Nonsignificant3.96e-031.29Other1122
462THYMO.proliferative_S0.08Nonsignificant1.000.45Other163418
463PERI.baseline0.08Nonsignificant0.831.03Other3966
464FIB.tracheal_subepithelial.baseline0.08Nonsignificant—0.00Other00
465EC.arterial.angiogenic_tip0.07Nonsignificant—0.00Other3037
466EPI.colonic_tuft.homeostatic0.07Nonsignificant—0.00Other00
467FIB.suburothelial.urothelial_interface0.07Nonsignificant2.47e-041.69Other98
468ASPC.activated0.07Nonsignificant0.041.20Other164162
469EC.arterial.ion_pump0.07Nonsignificant0.950.70Other32
470OLG.reactive_repair0.06Nonsignificant1.000.00Other385385
471ASPC.niche_keeping_progenitor0.06Nonsignificant0.411.11Other52219
472FIB.interstitial.stress_secretory0.06Nonsignificant0.711.10Other9256
473MAC.kupffer.stress0.06Nonsignificant0.331.16Other93
474MAC.resident_cardiac.inflammatory_reparative0.06Nonsignificant0.311.36Other3196
475PC.IgA_muocsal.baseline0.06Nonsignificant0.980.81Other35
476EPI.lung_club_secretory.ciliogenesis_axoneme0.06Nonsignificant—0.00Other00
477DC.cDC1.homeostatic_inhibitory0.06Nonsignificant—0.00Other00
478FIB.barrier_secretory.homeostasis0.06Nonsignificant—0.43Other00
479EPI.thymic_medullary.proliferative_APC0.06Nonsignificant—0.00Other00
480EPI.salivary_serous_acinar.quiescent0.05Nonsignificant1.000.32Other178493
481FIB.interstitial.mesenchymal_APC0.05Nonsignificant1.000.84Other8133
482EC.liver_sinusoidal.remodeling_lipotoxicity0.05Nonsignificant—0.10Other9058
483B.memory.baseline0.05Nonsignificant1.000.81Other47299
484PC.IgA_muocsal.plasmablast0.05Nonsignificant0.980.71Other54
485MEL.secretory_quiescent0.04Nonsignificant0.151.13Other1913
486EPI.thymic_medullary.hormone_xeno_barrier0.04Nonsignificant—0.00Other08
487EPI.skin_keratinocyte_proliferating.detox_repair0.04Nonsignificant—0.00Other00
488MAC.resident_iron.stress_tolerogenic0.04Nonsignificant—1.08Other00
489EC.heart_remodeling.angiocrine0.04Nonsignificant0.201.12Other182525
490EPI.salivary_serous_acinar.seromucous_like0.04Nonsignificant—0.00Other00
491ASPC.mesothelial_like0.04Nonsignificant0.041.40Other143486
492EPI.skin_hair_follicle_companion.gap_junction_contractile0.04Nonsignificant—0.00Other00
493B.memory.pDC_imprint0.04Nonsignificant0.361.17Other157103
494NEU.INH_PVALB.chandelier0.04Nonsignificant0.081.34Other1916
495EPI.renal_distal_tubule.immune_modulatory0.04Nonsignificant—0.00Other00
496MAC.resident_iron.APC_iron_sensing0.04Nonsignificant0.501.02Other211114
497DC.cDC2.pro_inflammatory0.03Nonsignificant1.001.04Other35
498MAC.alveolar.scavenging_endocytic0.03Nonsignificant—0.77Other140283
499FIB.barrier_purinergic.stress_GF_binding0.03Nonsignificant—0.00Other00
500NEU.INH_LAMP5.exc_inh_balance0.03Nonsignificant—0.74Other462
501CM.baseline0.03Nonsignificant0.121.20Other3930
502CM.osmoprotection0.03Nonsignificant0.991.19Other3457
503EPI.skin_hair_follicle_bulge.quiescent0.03Nonsignificant1.000.00Other5669
504PERI.angiocrine0.03Nonsignificant0.840.98Other93102
505NEU.EXC_IT.adhesion0.03Nonsignificant1.000.12Other252108
506EPI.thymic_cortical.secretory_remodeling0.03Nonsignificant—0.38Other41
507B.age_associated.migratory0.03Nonsignificant0.511.07Other22
508MAC.LAM.lipid_opsonization0.03Nonsignificant0.511.22Other4514
509EPI.salivary_duct_excretory.baseline0.03Nonsignificant0.671.18Other2357
510CM.translation_boost_RPS0.03Nonsignificant1.000.96Other6916
511CM.oxidative_phospho0.02Nonsignificant1.000.88Other266792
512HPC.CLP_B_primed0.02Nonsignificant—0.00Other00
513THYMO.proliferative_G2M0.02Nonsignificant—0.00Other164413
514NEU.INH_LAMP5.projecting0.02Nonsignificant—0.14Other00
515NEU.EXC_IT.transitional0.02Nonsignificant1.000.14Other237142
516EC.arterial.elastic0.02Nonsignificant1.000.22Other2245
517CM.mito_proteostasis0.02Nonsignificant1.001.03Other32929
518MEL.dedifferentiated_migratory0.02Nonsignificant—0.30Other00
519CM.translation_boost_RPL0.02Nonsignificant1.001.04Other1291
520B.age_associated.naive_transitional0.02Nonsignificant—0.52Other00
521NEU.EXC_CT.Ca2_sensor0.02Nonsignificant—1.05Other00
522NEU.INH_LAMP5.rosehip0.02Nonsignificant—0.00Other00
523EPI.skin_appendage_keratinocyte.ductal_barrier_detox0.02Nonsignificant0.990.26Other3334
524CHOND.pro_inflammatory0.02Nonsignificant0.101.24Other181351
525ASPC.preadipocyte_lipid_primed0.02Nonsignificant1.000.96Other331129
526MAC.resident_iron.heme_catabolism0.02Nonsignificant0.501.22Other3051
527CM.sarcomere_actin_interface0.02Nonsignificant1.000.69Other45078
528MONO.CD16.platelet_bound0.02Nonsignificant0.371.18Other372508
529MAC.resident_iron.redox_metabolic0.02Nonsignificant0.501.15Other44
530DC.cDC2.antiviral0.02Nonsignificant1.001.03Other10037
531EPI.skin_sweat_duct_keratinocyte.proliferative_G2M0.02Nonsignificant—0.00Other00
532FIB.suburothelial.inflammatory_prostanoid0.02Nonsignificant—0.00Other00
533CM.anti_inflammatory0.02Nonsignificant1.000.70Other4241,503
534NEU.INH_LAMP5.glial_interface0.02Nonsignificant—0.00Other00
535MAC.MDM.inflammatory_phagocytic0.01Nonsignificant0.191.13Other19952
536FIB.suburothelial.contractile_myofibroblast0.01Nonsignificant—0.00Other90
537MEL.neurotrophic_migratory0.01Nonsignificant—1.31Other00
538ASPC.inflammatory0.01Nonsignificant1.000.92Other2161
539ASPC.secretory0.01Nonsignificant1.000.83Other765
540ASPC.baseline0.01Nonsignificant1.000.81Other363170
541EPI.salivary_duct_excretory.stress0.01Nonsignificant0.950.29Other3368
542B.memory.migratory0.01Nonsignificant1.000.46Other123208
543EPI.salivary_myoepithelial.activated0.01Nonsignificant0.970.59Other85281
544NEU.INH_PVALB.metabotropic0.01Nonsignificant—0.56Other00
545EPI.skin_appendage_keratinocyte.transit_amplifying9.91e-03Nonsignificant—0.00Other109358
546MONO.CD14.platelet_bound9.62e-03Nonsignificant0.181.09Other964176
547MAC.alveolar.biosynthetic_sterol_heme9.43e-03Nonsignificant0.601.16Other34740
548MAC.LAM.inflammatory_APC9.43e-03Nonsignificant0.511.08Other872165
549EC.heart_remodeling.remodeling_secretory9.35e-03Nonsignificant0.481.10Other6051,341
550CM.mechano_activated9.31e-03Nonsignificant1.000.76Other205134
551MONO.CD16.baseline9.02e-03Nonsignificant0.371.11Other501
552EPI.skin_follicular_keratinizing.root_infundibulum8.99e-03Nonsignificant—0.76Other00
553NEU.EXC_CT.remodeling8.66e-03Nonsignificant—0.36Other231
554NEU.EXC_CT.projector8.21e-03Nonsignificant0.071.28Other8726
555MESO.secretory_structural8.05e-03Nonsignificant—1.13Other00
556EPI.salivary_myoepithelial.baseline7.96e-03Nonsignificant0.970.32Other42141
557B.age_associated.activated7.50e-03Nonsignificant—0.00Other1822
558FIB.adventitial.PI16_matrix7.28e-03Nonsignificant1.000.91Other7090
559EPI.pancreatic_islet.alpha6.48e-03Nonsignificant—0.00Other152330
560MAC.resident_repair.chemokine_angiocrine6.43e-03Nonsignificant0.421.16Other87138
561MAC.alveolar.stress_metabolic5.38e-03Nonsignificant0.601.12Other116148
562EPI.thymic_cortical.Notch_interface5.38e-03Nonsignificant—0.35Other82137
563FIB.suburothelial.homeostasis_matrix5.27e-03Nonsignificant1.000.00Other258921
564MONO.CD16.hepatic_mac_like5.11e-03Nonsignificant0.371.09Other803117
565EPI.alveolar_type_1.activated4.97e-03Nonsignificant—1.64Other00
566ASPC.adipocyte_capillary_interface4.81e-03Nonsignificant1.000.63Other2154
567CHOND.angiogenic4.54e-03Nonsignificant—0.83Other00
568DC.cDC2.migratory4.41e-03Nonsignificant1.000.93Other18539
569EPI.skin_follicular_keratinizing.transit_amplifying4.23e-03Nonsignificant—0.13Other2149
570EPI.thymic_cortical.baseline4.11e-03Nonsignificant0.910.29Other185386
571MAC.resident_repair.antigen_presenting3.87e-03Nonsignificant0.421.20Other244113
572DC.cDC2.tolerogenic_regulatory3.87e-03Nonsignificant1.000.88Other444
573CHOND.remodeling3.80e-03Nonsignificant—0.49Other50
574CM.contractile_oxphos3.53e-03Nonsignificant1.000.16Other619
575MAC.resident_cardiac.antigen_presenting3.11e-03Nonsignificant0.990.91Other5227
576EPI.skin_follicular_keratinizing.upper_infundibulum2.86e-03Nonsignificant—0.00Other82
577FIB.adventitial.baseline2.82e-03Nonsignificant1.000.76Other157278
578FIB.adventitial.mito_secretory2.70e-03Nonsignificant1.000.98Other217
579MAC.resident_cardiac.phagocytic_homeostasis2.63e-03Nonsignificant0.990.54Other5641,221
580MAC.alveolar.lipid_autophagy2.46e-03Nonsignificant—0.36Other3544
581FIB.adventitial.complement_angiocrine2.35e-03Nonsignificant1.000.64Other153684
582EPI.salivary_intercalated_defense.inflammatory2.23e-03Nonsignificant1.000.33Other152360
583EPI.pancreatic_acinar.adhesion_remodeling2.22e-03Nonsignificant1.000.72Other210784
584IPSC.endoderm_primed1.82e-03Nonsignificant0.351.17Other00
585MAC.resident_repair.lipid_phagocytic1.76e-03Nonsignificant0.421.30Other228604
586EC.heart_remodeling.perivascular1.72e-03Nonsignificant0.870.95Other124408
587CHOND.activated_fibro_like1.72e-03Nonsignificant1.000.73Other531188
588NEU.INH_PVALB.nuclear_reg1.72e-03Nonsignificant0.960.47Other2512
589MAC.alveolar.capillary_interacting1.68e-03Nonsignificant0.601.15Other113181
590MONO.CD14.repair_M2_like1.66e-03Nonsignificant0.751.03Other5501,495
591NEU.INH_PVALB.serotonergic1.63e-03Nonsignificant—0.00Other00
592MONO.CD16.patrolling1.31e-03Nonsignificant0.950.91Other797216
593MESO.activated_migratory1.30e-03Nonsignificant—0.39Other00
594MAC.resident_iron.heme_recycling1.22e-03Nonsignificant—0.00Other3037
595NEU.EXC_CT.Ca2_signaling1.18e-03Nonsignificant—0.00Other6817
596MAC.MDM.complement_resolving1.10e-03Nonsignificant0.970.88Other440860
597MAC.resident_repair.ECM_stromal_crosstalk1.09e-03Nonsignificant0.950.62Other95158
598EPI.pancreatic_acinar.quiet_dedifferentiation9.99e-04Nonsignificant1.000.59Other142171
599MAC.LAM.anti_inflammatory9.72e-04Nonsignificant0.781.00Other86132
600IPSC.neural_primed9.60e-04Nonsignificant0.561.05Other00
601FIB.adventitial.mechano_chemo_sensing9.32e-04Nonsignificant1.000.54Other135524
602MG.baseline8.90e-04Nonsignificant0.731.00Other165
603MONO.CD14.remodeling8.74e-04Nonsignificant0.021.05Other2,373295
604MAC.microglia_like.patrolling_adhesive6.84e-04Nonsignificant—0.69Other00
605MG.phagocytic_APC6.76e-04Nonsignificant0.730.97Other258
606FIB.adventitial.activated_remodelling6.63e-04Nonsignificant—0.00Other141319
607EPI.pancreatic_acinar.baseline6.36e-04Nonsignificant1.000.47Other274163
608MG.expanding5.93e-04Nonsignificant0.731.08Other21
609ASPC.proliferative5.74e-04Nonsignificant1.000.62Other3385
610EPI.pancreatic_islet.delta5.63e-04Nonsignificant—0.00Other00
611FIB.neurolectin_mucosa.nerve_interface5.50e-04Nonsignificant—0.54Other40
612MAC.resident_repair.stress_iron4.96e-04Nonsignificant0.850.82Other4897
613CHOND.articular_collagen4.94e-04Nonsignificant1.000.60Other551266
614DC.cDC2.adhesion_signaling4.65e-04Nonsignificant1.000.94Other359
615MONO.CD14.baseline4.54e-04Nonsignificant0.940.97Other2,26876
616IPSC.neuroendocrine_primed4.41e-04Nonsignificant—2.20Other00
617FIB.interstitial.lipid_matrix4.37e-04Nonsignificant1.000.24Other258191
618MAC.LAM.antimicrobial4.34e-04Nonsignificant0.980.70Other38993
619EC.lymphatic.scavenger4.13e-04Nonsignificant1.000.51Other203257
620EPI.pancreatic_acinar.metabolic_onecarbon4.10e-04Nonsignificant1.000.36Other287328
621MESO.baseline3.94e-04Nonsignificant0.670.96Other06
622EC.heart_remodeling.remodeling_stalk3.91e-04Nonsignificant0.870.86Other33111
623MAC.alveolar.inflammatory3.85e-04Nonsignificant1.000.28Other208312
624MAC.proliferating.DNA_replication3.83e-04Nonsignificant0.471.12Other36
625ASPC.remodeling3.45e-04Nonsignificant1.000.59Other106354
626MAC.microglia_like.inflammatory_chemokine3.25e-04Nonsignificant—0.16Other2032
627NEU.INH_PVALB.fastspike3.07e-04Nonsignificant—0.00Other2422
628MAC.proliferating.stress3.06e-04Nonsignificant—0.14Other87136
629EPI.skin_keratinocyte_proliferating.anchor_remodel2.97e-04Nonsignificant—0.00Other00
630EC.heart_remodeling.activated_acute2.15e-04Nonsignificant0.871.04Other102186
631MONO.CD16.inflammatory2.12e-04Nonsignificant0.950.84Other1,640168
632MAC.MDM.LAM_like1.77e-04Nonsignificant0.970.87Other1214
633MAC.kupffer.metabolic1.57e-04Nonsignificant—0.44Other2536
634MAC.LAM.lipid_phagocytosis1.34e-04Nonsignificant0.830.89Other369328
635MONO.CD14.cord_tolerance1.19e-04Nonsignificant0.910.95Other864753
636IPSC.mesodermal_primed9.28e-05Nonsignificant0.561.10Other00
637IPSC.canonical_pluripotent9.25e-05Nonsignificant0.941.02Other00
638EPI.salivary_intercalated_defense.basal_EMT8.89e-05Nonsignificant—0.00Other00
639FIB.neurolectin_mucosa.remodeling_repair7.66e-05Nonsignificant—0.18Other42
640PLAT.adhesion7.21e-05Nonsignificant—0.00Other00
641FIB.neurolectin_mucosa.inflammatory6.00e-05Nonsignificant0.641.24Other52110
642EC.liver_sinusoidal.stress5.74e-05Nonsignificant—0.00Other413158
643IPSC.stress5.62e-05Nonsignificant0.561.08Other00
644MONO.CD14.APC_like4.96e-05Nonsignificant0.820.99Other1,6862,493
645NEU.EXC_SYT2.nuclear_reg4.94e-05Nonsignificant—0.00Other00
646MAC.MDM.APC_dendritic4.14e-05Nonsignificant0.970.68Other4815
647NEU.INH_PVALB.neuromodulatory3.84e-05Nonsignificant—0.00Other00
648MONO.CD14.inflammatory3.63e-05Nonsignificant0.751.09Other92134
649EC.heart_remodeling.capillary_metabolic3.04e-05Nonsignificant0.870.91Other54414
650PERI.cardiac_skeletal3.02e-05Nonsignificant1.000.05Other313630
651ASPC.stem_like_progenitor2.99e-05Nonsignificant1.000.40Other300842
652SKM.type_1_slow.oxidative2.83e-05Nonsignificant0.611.07Other802251
653FIB.barrier_secretory.remodeling2.70e-05Nonsignificant—0.00Other00
654MAC.microglia_like.phagocytic_redox2.66e-05Nonsignificant—0.00Other00
655FIB.neurolectin_mucosa.axon_responsive2.60e-05Nonsignificant0.750.77Other1010
656EPI.alveolar_type_1.baseline2.12e-05Nonsignificant1.000.00Other80
657SKM.type_1_slow.contractile1.79e-05Nonsignificant0.611.05Other5968
658MAC.kupffer.inflammatory1.69e-05Nonsignificant—0.00Other74
659MAC.kupffer.tolerogenic8.80e-06Nonsignificant—0.00Other4549
660MESO.activated_stress7.66e-06Nonsignificant—0.00Other00
661MESO.antiviral7.43e-06Nonsignificant—0.00Other38
662MEL.mature_oxidative_traffic7.29e-06Nonsignificant0.950.67Other247285
663EC.liver_sinusoidal.secretory_lipoprotein4.77e-06Nonsignificant1.000.12Other12070
664ASPC.signal_integrator4.72e-06Nonsignificant—0.00Other00
665SKM.type_1_slow.glycolytic3.82e-06Nonsignificant0.650.96Other362647
666MAC.LAM.perivascular_angiocrine3.24e-06Nonsignificant—0.00Other53138
667B.germinal_center.DZ_S_phase3.17e-06Nonsignificant—0.73Other00
668MEL.stress_glucocorticoid2.88e-06Nonsignificant0.950.69Other1134
669ADIPO.hypoxia_remodelling2.73e-06Nonsignificant—0.00Other29105
670ADIPO.thermogenic2.62e-06Nonsignificant—0.78Other00
671B.germinal_center.DZ_M_phase2.59e-06Nonsignificant—0.79Other00
672IPSC.midbrain_primed1.51e-06Nonsignificant0.941.02Other00
673IPSC.axial_identity_primed9.44e-07Nonsignificant1.000.95Other00
674DC.cDC2.proliferative8.52e-07Nonsignificant—0.00Other3971
675IPSC.mesendo_primed4.78e-07Nonsignificant1.000.93Other00
676B.germinal_center.LZ_memory_precursor2.87e-07Nonsignificant—0.37Other00
677EC.heart_remodeling.translation_boost1.45e-07Nonsignificant—0.00Other00
678IPSC.mesenchymal_primed1.36e-07Nonsignificant1.000.90Other00
679B.germinal_center.LZ_selection8.73e-08Nonsignificant—0.00Other00
680IPSC.stromal_primed2.38e-08Nonsignificant1.000.87Other00
681MAC.kupffer.fibrogenic2.26e-08Nonsignificant—0.00Other00
682SKM.type_2_fast.oxidative_IIa5.31e-09Nonsignificant0.031.05Other94656
683ADIPO.inflammatory2.73e-09Nonsignificant—0.28Other00
684DC.cDC2.monocyte_like2.32e-09Nonsignificant1.000.22Other1,285791
685B.germinal_center.LZ_survival9.37e-10Nonsignificant—0.00Other00
686SKM.type_2_fast.glycolytic_IIx_IIb3.18e-10Nonsignificant0.880.93Other5651,482
687ADIPO.immature9.58e-11Nonsignificant—0.00Other2440
688IPSC.proliferative3.98e-11Nonsignificant1.000.66Other00

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

68 unique genes. Showing 1–68. 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)
LINC0024301-High0.653.09G1C1—T_cell (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD4_naive (Tier: specific)
T.CD4_Tcm (Tier: specific)
T.CD8_Tcm (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD4_Tcm.effector_like (Tier: specific)
T.CD4_Tem.long_term_memory (Tier: specific)
T.CD4_Treg (Tier: relevant)
T.CD4_naive.mature_mitoprot (Tier: relevant)
T.CD4_naive.neddylation (Tier: relevant)
T.CD4_naive.proteostasis_mitoprot (Tier: relevant)
T.CD4_naive.survival (Tier: relevant)
T.CD4_naive.survival_neddylation (Tier: relevant)
T.CD4_Tcm.imprinted_splicing (Tier: relevant)
T.CD4_Tcm.retro_ZNF117 (Tier: relevant)
T.CD4_Tcm.stress (Tier: relevant)
T.CD4_Tcm.Tfh_like (Tier: relevant)
T.CD4_Th2.precursor (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
T.CD8_Tcm.NK_like (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
T.MAIT.MAPK_brake (Tier: relevant)
78 cells — complete matches192416
HCP501-High0.632.97G1C1———510867
ENSG0000023390201-High0.593.31G1C1———150247
HLA-B02-Medium0.675.91G2C1EC.heart_remodeling.remodeling_stalk (L2), EPI.hepatic_ductular_cholangiocyte.barrier_chemokine (L2), EPI.intrahepatic_cholangiocyte_defense.secretory_barrier (L2), EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo (L2), EPI.pancreatic_ductal_perivascular.protective_antioxidant (L2), FIB.skin_sheath.ECM_immune (L2), OPC.proliferative_immune_interact (L2), SMC.metabolic (L2)T_cell (Tier: specific)
T.CD4_cytotoxic (Tier: specific)
T.CD4_naive (Tier: specific)
T.CD4_Trm (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_transitional (Tier: specific)
T.gamma_delta (Tier: specific)
T.CD4_Tem.long_term_memory (Tier: specific)
T.gamma_delta.central_memory (Tier: specific)
T.CD4_Tem (Tier: relevant)
T.CD4_transitional (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_naive.mature_mitoprot (Tier: relevant)
T.CD4_naive.neddylation (Tier: relevant)
T.CD4_naive.proteostasis_mitoprot (Tier: relevant)
T.CD4_naive.survival (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD4_transitional.baseline (Tier: relevant)
T.CD4_Trm.helper_like (Tier: relevant)
T.CD4_Trm.metal_stress (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
130 cells — complete matches493836
ENSG0000029842602-Medium0.625.28G2C1———317607
HLA-C02-Medium0.614.47G1C2EPI.intrahepatic_cholangiocyte_defense.secretory_barrier (L2), EPI.pancreatic_ductal_perivascular.protective_antioxidant (L2), NEU.EXC_CT.remodeling (L2), OPC.proliferative_immune_interact (L2)T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_transitional (Tier: specific)
T.gamma_delta (Tier: specific)
T.CD4_Tem.long_term_memory (Tier: specific)
T.gamma_delta.central_memory (Tier: specific)
T.CD4_Tem (Tier: relevant)
T.CD4_transitional (Tier: relevant)
T.MAIT (Tier: relevant)
NK.adaptive_biosynthetic_primed (Tier: relevant)
NK.adaptive_terminal_cytotoxic (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
T.CD8_Tem.signaling_turnover (Tier: relevant)
T.MAIT.vesicle (Tier: relevant)
76 cells — complete matches7381,070
HLA-DRA02-Medium0.606.73G1C2B_cell (L1), dendritic_cell (L1), DC.mig (L1S), EC.capillary.postcap_venule (L2), EPI.renal_distal_tubule.stress (L2), EPI.skin_sebaceous_duct_luminal.immune_interface (L2), FIB.interstitial.mesenchymal_APC (L2), MAC.resident_repair.antigen_presenting (L2), MONO.CD14.APC_like (L2), PC.IgG_systemic.stress (L2), T.CD4_Tcm.APC_mimicry (L2), T.CD4_transitional.APC_interacting (L2), T.CD8_transitional.APC_like (L2)T.CD8_transitional (Tier: specific)
T.CD4_Tem (Tier: relevant)
T.CD4_transitional (Tier: relevant)
T.CD4_Treg (Tier: relevant)
EPI.hepatic_ductular_cholangiocyte.ion_transport (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD8_Tcm.helper_like (Tier: relevant)
194 cells — complete matches6931,237
HCG2702-Medium0.584.86G1C2—T.CD4_Tcm.effector_like (Tier: specific)
T.CD4_Tem.long_term_memory (Tier: specific)
T.CD4_Tcm.Th2_like (Tier: relevant)
37 cells — complete matches119287
ENSG0000030973302-Medium0.575.57G1C2———468929
SLC44A402-Medium0.524.10G1C2EPI.hepatic_ductular_cholangiocyte.ion_transport (L2), EPI.intrahepatic_cholangiocyte_transport.mucin_secretory (L2), EPI.pancreatic_ductal_bicarbonate.barrier_mucin (L2)EPI.bile_duct_cholangiocyte (Tier: specific)
EPI.colonocyte.junction_remodeling (Tier: specific)
EPI.colonocyte.secretory_boost (Tier: specific)
EPI.extrahepatic_cholangiocyte (Tier: relevant)
EPI.bile_duct_cholangiocyte.secretory_mucin (Tier: relevant)
EPI.extrahepatic_cholangiocyte.barrier_interface (Tier: relevant)
EPI.hepatic_ductular_cholangiocyte.ion_transport (Tier: relevant)
46 cells — complete matches2331
ENSG0000028564702-Medium0.516.06G1C2———364611
DDAH202-Medium0.502.49G1C2EPI.salivary_intercalated_defense.inflammatory (L2)—5 cells — complete matches146231
POU5F102-Medium0.504.53G1C2induced_pluripotent_stem_cell (L1), IPSC.induced_pluripotent_stem_cell (L1S), IPSC.canonical_pluripotent (L2), IPSC.endoderm_primed (L2)—10 cells — complete matches107259
MDC102-Medium0.501.52G1C2—T.CD8_Tcm.effector_bias (Tier: relevant)10 cells — complete matches155295
MICA-AS102-Medium0.492.99G1C2———210470
ENSG0000030792302-Medium0.486.30G2C2———371796
ENSG0000029328102-Medium0.485.23G1C2———1620
MICB-DT02-Medium0.473.28G2C2———131286
DHFRP202-Medium0.474.84G1C2———1620
CFB02-Medium0.471.98G1C2EPI.hepatic_ductular_cholangiocyte.acute_phase_complement (L2), MAC.LAM.lipid_opsonization (L2), MAC.alveolar.scavenging_endocytic (L2), MAC.resident_repair.ECM_stromal_crosstalk (L2)HEP.acute_phase (Tier: specific)
HEP.canalicular_transport (Tier: specific)
HEP.periportal_metabolic.acute_phase_barrier (Tier: specific)
HEP.periportal_metabolic.stress_checkpoint (Tier: specific)
EPI.bile_duct_cholangiocyte.secretory_mucin (Tier: relevant)
HEP.acute_phase.complement_antiviral (Tier: relevant)
HEP.acute_phase.complement_metabolic (Tier: relevant)
HEP.acute_phase.hypoxia_lipid (Tier: relevant)
HEP.acute_phase.inflammatory (Tier: relevant)
HEP.acute_phase.proliferative (Tier: relevant)
HEP.canalicular_transport.baseline (Tier: relevant)
94 cells — complete matches5081,239
CCHCR102-Medium0.464.41G1C2—T.CD4_Tem (Tier: relevant)
HEP.acute_phase.proliferative (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
13 cells — complete matches146317
TUBB02-Medium0.461.42G1C2CHOND.activated_fibro_like (L2), DC.cDC1.proliferative (L2), DC.cDC2.proliferative (L2), EPI.colonic_enteroendocrine.progenitor (L2), EPI.ileal_goblet.immature (L2), OLG.reactive_repair (L2), THYMO.proliferative_S (L2)EPI.ileal_enterocyte_crypt.proliferative_G2M (Tier: relevant)
EPI.ileal_enterocyte_crypt.proliferative_S (Tier: relevant)
8 cells — complete matches165310
ENSG0000029976902-Medium0.455.68G2C2———333727
ENSG0000028858702-Medium0.451.50G1C2———257555
SH2B302-Medium0.452.14G1C2—T.CD4_Tcm.Th2_like (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
47 cells — complete matches316770
MICA02-Medium0.451.48G1C2——7 cells — complete matches277593
HLA-DQA102-Medium0.445.54G1C2EPI.skin_sebaceous_duct_luminal.immune_interface (L2), MAC.resident_iron.APC_iron_sensing (L2), MONO.CD14.APC_like (L2), MONO.CD16.hepatic_mac_like (L2), NK.adaptive_classII_inhibitory (L2), NK.adaptive_immature_precursor (L2), PC.IgG_systemic.stress (L2), T.CD4_Tem.cytotoxic_effector (L2), T.CD4_Treg.APC_interactive (L2), T.CD4_Trm.metal_stress (L2), T.CD4_transitional.APC_interacting (L2), T.CD8_Trm.dendritic_recruiter (L2), T.CD8_transitional.APC_like (L2)T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_transitional (Tier: specific)
T.CD4_Tem (Tier: relevant)
T.CD4_Treg (Tier: relevant)
EPI.ileal_enterocyte_crypt.proliferative_G2M (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD4_Th2.precursor (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
159 cells — complete matches6081,232
ATXN202-Medium0.442.04G1C2—T.CD4_Tcm.stress (Tier: relevant)7 cells — complete matches4883
PSORS1C302-Medium0.444.35G1C2———124315
ENSG0000030790702-Medium0.444.33G1C2———4891,000
SKIC202-Medium0.431.64G2C1———63108
ENSG0000025776702-Medium0.421.57G1C2———109353
MICB02-Medium0.423.48G2C2—T.CD4_cytotoxic (Tier: specific)
T.CD8_transitional (Tier: specific)
T.CD4_transitional.tissue_enagement (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
43 cells — complete matches294633
PSORS1C102-Medium0.414.37G1C2—EPI.intrahepatic_cholangiocyte_transport (Tier: relevant)26 cells — complete matches152355
SFTA202-Medium0.412.75G1C2EPI.alveolar_type_1.baseline (L2), EPI.lung_club_secretory.canonical_surfactant (L2)EPI.bile_duct_cholangiocyte (Tier: specific)
EPI.bile_duct_cholangiocyte.secretory_mucin (Tier: relevant)
23 cells — complete matches53143
HLA-DRB102-Medium0.414.91G1C2EPI.skin_sebaceous_duct_luminal.immune_interface (L2), FIB.interstitial.mesenchymal_APC (L2), FIB.reticular.immune_interface (L2), MAC.resident_cardiac.antigen_presenting (L2), MAC.resident_repair.antigen_presenting (L2), MG.phagocytic_APC (L2), MONO.CD14.APC_like (L2), NK.adaptive_axis_baseline (L2), NK.adaptive_biosynthetic_primed (L2), NK.adaptive_classII_inhibitory (L2), NK.adaptive_immature_precursor (L2), PC.IgG_systemic.stress (L2), T.CD4_Tcm.APC_mimicry (L2), T.CD4_Tem.cytotoxic_effector (L2), T.CD4_Tfh.effector_migratory (L2), T.CD4_Th17.cytotoxic (L2), T.CD4_Treg.APC_interactive (L2), T.CD4_Trm.cytotoxic_effector (L2), T.CD4_transitional.APC_interacting (L2), T.CD4_transitional.primed_cytotoxic (L2), T.CD8_Trm.dendritic_recruiter (L2), T.CD8_transitional.APC_like (L2), T.MAIT.cytotoxic (L2)T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD8_transitional (Tier: specific)
T.CD4_Tem (Tier: relevant)
T.CD4_transitional (Tier: relevant)
T.CD4_Treg (Tier: relevant)
EPI.extrahepatic_cholangiocyte.barrier_interface (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
T.CD4_cytotoxic.activated (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD4_Th2.precursor (Tier: relevant)
T.CD4_transitional.tissue_enagement (Tier: relevant)
T.CD8_Tem.early_helper_like (Tier: relevant)
203 cells — complete matches5651,192
HLA-DQB102-Medium0.415.47G1C2MONO.CD14.APC_like (L2), PC.IgG_systemic.stress (L2), T.CD4_Tcm.APC_mimicry (L2), T.CD4_Treg.APC_interactive (L2), T.CD4_transitional.APC_interacting (L2), T.CD8_transitional.APC_like (L2)T.CD8_transitional (Tier: specific)
T.CD4_transitional (Tier: relevant)
T.CD4_Treg (Tier: relevant)
EPI.hepatic_ductular_cholangiocyte.ion_transport (Tier: relevant)
EPI.renal_distal_tubule.stress (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD4_Th2.precursor (Tier: relevant)
T.CD4_transitional.tissue_enagement (Tier: relevant)
133 cells — complete matches7031,314
ENSG0000027250102-Medium0.414.58G1C2———151319
ENSG0000029845702-Medium0.404.39G1C2———51155
TCF1902-Medium0.403.11G1C2EPI.esophageal_suprabasal.proliferative_S (L2), HEP.acute_phase.proliferative (L2)T.CD4_transitional (Tier: relevant)
EPI.ileal_enterocyte_crypt.proliferative_S (Tier: relevant)
HEP.acute_phase.proliferative (Tier: relevant)
NK.adaptive_biosynthetic_primed (Tier: relevant)
T.CD4_Tcm.retro_ZNF117 (Tier: relevant)
T.CD8_Tcm.helper_like (Tier: relevant)
46 cells — complete matches196428
PPP1R1802-Medium0.401.60G2C1—T.CD4_transitional (Tier: relevant)
T.CD4_transitional.baseline (Tier: relevant)
12 cells — complete matches153285
LINC0235602-Medium0.391.99G1C2—T.CD4_Tcm.Tfh_like (Tier: relevant)28 cells — complete matches263733
ENSG0000029428102-Medium0.392.28G1C2———156504
ENSG0000029983202-Medium0.392.28G1C2———156504
ENSG0000031055802-Medium0.382.51G2C2———00
ENSG0000031008402-Medium0.386.30G2C2———337743
DDX39B02-Medium0.383.94G2C2———112383
PHETA102-Medium0.381.54G1C2———228664
NELFE02-Medium0.361.60G2C2———6684
ENSG0000029387902-Medium0.332.96G1C2———152319
ENSG0000029389702-Medium0.312.75G1C2———122272
VARS202-Medium0.313.60G1C2—T.CD4_Treg (Tier: relevant)
T.CD4_naive.survival (Tier: relevant)
T.CD4_Tcm.stress (Tier: relevant)
11 cells — complete matches6290
ENSG0000029704002-Medium0.303.41G2C2———180389
HLA-E02-Medium0.290.68G2C2EPI.intrahepatic_cholangiocyte_defense.secretory_barrier (L2), EPI.thymic_cortical.baseline (L2), EPI.thymic_medullary.stress_APC (L2), FIB.interstitial.immune_interact (L2), THYMO.SP_CD4_naive (L2)T_cell (Tier: specific)
T.CD4_naive (Tier: specific)
HEP.periportal_metabolic.acute_phase_barrier (Tier: specific)
HEP.periportal_metabolic.stress_checkpoint (Tier: specific)
T.CD4_naive.mature_mitoprot (Tier: relevant)
T.CD4_naive.neddylation (Tier: relevant)
37 cells — complete matches193384
ENSG0000030462302-Medium0.281.50G1C2———219658
ENSG0000028880502-Medium0.281.08G2C2———3264
LINC0256902-Medium0.240.65G2C2———4182
TRAFD102-Medium0.231.57G2C2—T.CD4_transitional.tissue_enagement (Tier: relevant)5 cells — complete matches12
HECTD402-Medium0.231.19G2C2EC.lymphatic.scavenger (L2)T.CD4_Tem.cytotoxic_effector (Tier: relevant)7 cells — complete matches13
ENSG0000030312402-Medium0.220.68G2C2———3994
GNL102-Medium0.210.66G2C2———74175
PTPN1102-Medium0.191.41G2C2—T.CD4_Th2.precursor (Tier: relevant)4 cells — complete matches00
NAA2502-Medium0.181.28G2C2—T.CD4_Tcm (Tier: specific)
T.CD4_Tcm.Th2_like (Tier: relevant)
T.CD4_Th2.precursor (Tier: relevant)
7 cells — complete matches12
ERP2902-Medium0.151.12G2C2——HEP.pericentral_lipoprotein (L1S), MONO.CD14.platelet_bound (L2), PC.IgG_systemic.secretory (L2)02
TMEM11602-Medium0.120.88G2C2—T.CD4_cytotoxic (Tier: specific)
T.CD8_Tem (Tier: specific)
T.CD4_Tem (Tier: relevant)
T.CD4_naive.survival (Tier: relevant)
T.CD4_Tcm.stress (Tier: relevant)
T.CD4_Tem.cytotoxic_effector (Tier: relevant)
T.CD8_Tcm.effector_bias (Tier: relevant)
19 cells — complete matches29
ATXN2-AS02-Medium0.122.08G2C2—T.CD4_transitional (Tier: relevant)
T.CD4_Tcm.imprinted_splicing (Tier: relevant)
T.CD4_transitional.baseline (Tier: relevant)
14 cells — complete matches11
BRAP02-Medium0.122.20G2C2—T.CD8_transitional (Tier: specific)
T.CD4_Tcm.stress (Tier: relevant)
T.CD4_Tcm.Tfh_like (Tier: relevant)
10 cells — complete matches32
ACAD1002-Medium0.101.81G2C2—T.CD4_Th2.precursor (Tier: relevant)
T.CD4_Trm.metal_stress (Tier: relevant)
T.CD8_Tcm.NK_like (Tier: relevant)
15 cells — complete matches2754

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.