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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.

FING00000084 · All tissues

Anaphylactic shock due to adverse effect of correct drug or medication properly administered: 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: Drug hypersensitivity

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)
1oligodendrocyte13.28Significant1.65e-491.35Specific3851,507
2natural_killer_cell11.77Significant1.65e-491.34Specific1,2042,052
3schwann_cell2.34Nonsignificant1.001.01Other1057
4hepatocyte1.87Nonsignificant6.50e-051.11Other1,5153,822
5haematopoietic_progenitor_cell1.84Nonsignificant1.000.95Other262502
6thymocyte1.71Nonsignificant1.000.96Other168512
7induced_pluripotent_stem_cell1.61Nonsignificant1.000.98Other00
8adipose_stem_and_progenitor_cell1.50Nonsignificant1.000.93Other327954
9B_cell1.42Nonsignificant1.000.95Other356694
10T_cell1.01Nonsignificant1.000.81Other470959
11innate_lymphoid_cell_20.83Nonsignificant1.000.97Other38
12fibroblast0.83Nonsignificant1.000.79Other184826
13neuron0.76Nonsignificant1.000.85Other3301,328
14dendritic_cell0.59Nonsignificant1.000.99Other496724
15epithelial_cell0.51Nonsignificant1.000.73Other2447
16plasma_cell0.34Nonsignificant1.000.57Other1724
17platelet0.28Nonsignificant—0.00Other85104
18muscle_stem_cell0.27Nonsignificant1.000.60Other727
19mesothelial_cell0.26Nonsignificant1.000.67Other636
20endothelial_cell0.21Nonsignificant1.000.48Other373974
21granulocyte0.19Nonsignificant1.000.64Other56
22monocyte0.17Nonsignificant1.000.48Other2,1763,871
23oligodendrocyte_precursor_cell0.16Nonsignificant1.000.44Other4611,454
24smooth_muscle_cell0.09Nonsignificant1.000.42Other27139
25adipocyte0.06Nonsignificant1.000.46Other33111
26pericyte0.04Nonsignificant1.000.32Other128517
27macrophage0.02Nonsignificant1.000.38Other8131,732
28microglia0.02Nonsignificant1.000.56Other61129
29astrocyte0.01Nonsignificant1.000.40Other2561,203
30melanocyte0.01Nonsignificant1.000.35Other97309
31granulosa_cell9.93e-03Nonsignificant1.000.29Other293670
32chondrocyte1.64e-03Nonsignificant1.000.22Other5481,069
33skeletal_muscle_cell1.28e-03Nonsignificant1.000.21Other9442,600
34cardiomyocyte9.32e-04Nonsignificant1.000.37Other5332,045

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1OLG.oligodendrocyte13.28Significant——Specific3841,397
2NK.natural_killer_cell11.77Significant——Specific1,2042,045
3NEU.INH_LAMP58.56Significant5.78e-141.39Specific263532
4T.CD8_Tem6.49Significant1.60e-491.54Specific1,0831,857
5HEP.canalicular_transport4.67Nominal1.02e-411.46Other1,2903,434
6EPI.pancreatic_islet4.62Nominal0.061.39Other52132
7DC.cDC13.54Nominal0.041.22Other55112
8FIB.barrier_secretory3.02Nominal7.87e-031.72Other81228
9SCHWN.schwann_cell2.34Nonsignificant——Other733
10B.age_associated2.25Nonsignificant0.181.45Other207350
11EPI.cervical_suprabasal2.14Nonsignificant—1.58Other1450
12HPC.haematopoietic_progenitor_cell1.84Nonsignificant——Other211370
13FIB.neurolectin_mucosa1.80Nonsignificant2.04e-061.93Other133394
14T.CD4_cytotoxic1.76Nonsignificant0.601.14Other8551,493
15THYMO.thymocyte1.71Nonsignificant——Other163495
16EPI.tracheal_basal1.66Nonsignificant0.091.30Other3981,120
17IPSC.induced_pluripotent_stem_cell1.61Nonsignificant——Other00
18EPI.salivary_intercalated_defense1.58Nonsignificant0.221.22Other81161
19EPI.salivary_duct_excretory1.54Nonsignificant0.221.24Other85180
20ASPC.adipose_stem_and_progenitor_cell1.50Nonsignificant——Other324930
21FIB.transitioning1.49Nonsignificant7.87e-031.65Other172497
22B.naive1.43Nonsignificant0.731.04Other307595
23DC.pDC1.40Nonsignificant0.121.11Other4961,028
24B.memory1.36Nonsignificant0.790.93Other442882
25EPI.skin_sebaceous_duct_luminal1.28Nonsignificant0.221.25Other100249
26EPI.skin_keratinocyte_progenitor1.25Nonsignificant—1.14Other03
27B.germinal_center1.20Nonsignificant0.790.75Other233655
28FIB.interstitial1.19Nonsignificant4.27e-061.49Other288940
29EPI.salivary_myoepithelial1.17Nonsignificant0.221.17Other191714
30T.CD8_naive1.15Nonsignificant0.601.05Other317708
31EPI.renal_intercalated_cell_type_A1.14Nonsignificant1.001.07Other67142
32EPI.colonic_enteroendocrine1.12Nonsignificant—0.74Other11
33EPI.skin_sweat_duct_keratinocyte1.11Nonsignificant0.751.13Other146301
34FIB.tracheal_subepithelial1.09Nonsignificant—0.61Other00
35EPI.pancreatic_acinar0.97Nonsignificant9.68e-041.27Other4291,475
36FIB.barrier_purinergic0.91Nonsignificant—0.29Other13
37EPI.skin_hair_follicle_companion0.90Nonsignificant—0.89Other812
38EPI.skin_interfollicular_spinous0.89Nonsignificant0.221.17Other260563
39ILC2.innate_lymphoid_cell_20.83Nonsignificant——Other20
40T.CD4_Treg0.82Nonsignificant1.000.97Other244511
41NEU.EXC_NTNG10.81Nonsignificant—0.81Other00
42EPI.salivary_duct_ion_transport0.81Nonsignificant1.001.13Other511
43EPI.renal_intercalated_cell_type_B0.80Nonsignificant—0.84Other67
44NEU.INH_PVALB0.79Nonsignificant0.391.10Other193183
45FIB.lung_alveolar0.72Nonsignificant—0.17Other615
46T.CD4_Th20.69Nonsignificant—0.34Other12
47EPI.salivary_serous_acinar0.67Nonsignificant1.001.00Other233531
48EPI.colonic_tuft0.67Nonsignificant—0.66Other724
49FIB.skin_papillary0.66Nonsignificant—0.16Other00
50T.CD8_transitional0.63Nonsignificant1.000.90Other497932
51HEP.acute_phase0.56Nonsignificant1.000.87Other1,4413,641
52EPI.esophageal_basal0.56Nonsignificant1.000.96Other410
53FIB.skin_tenogenic0.56Nonsignificant—0.00Other108227
54FIB.adventitial0.55Nonsignificant1.000.24Other2681,447
55EPI.tracheal_suprabasal0.54Nonsignificant1.001.02Other2956
56FIB.reticular0.53Nonsignificant1.000.51Other1987
57FIB.skin_neurosecretory0.52Nonsignificant—0.00Other00
58EPI.esophageal_suprabasal0.51Nonsignificant1.000.94Other158404
59EPI.thymic_cortical0.49Nonsignificant1.001.05Other442824
60T.CD8_Trm0.48Nonsignificant1.000.75Other211346
61PC.IgG_systemic0.47Nonsignificant0.051.41Other4160
62EPI.renal_thick_ascending_limb0.47Nonsignificant1.000.95Other4531,153
63T.gamma_delta0.46Nonsignificant0.601.09Other5881,078
64T.CD4_naive0.42Nonsignificant1.000.72Other399866
65DC.mig0.40Nonsignificant—0.70Other89156
66EPI.skin_follicular_keratinizing0.36Nonsignificant1.000.89Other3081
67EPI.tracheal_submucosal_gland0.33Nonsignificant—0.39Other00
68T.CD4_Tfh0.32Nonsignificant1.000.59Other4745
69PC.IgA_muocsal0.32Nonsignificant1.000.45Other1831
70EC.arterial0.31Nonsignificant0.081.15Other356885
71EC.venous0.31Nonsignificant0.161.11Other5161,387
72GRANU.MAST0.29Nonsignificant9.43e-041.62Other56
73EPI.lung_club_secretory0.28Nonsignificant1.000.85Other514
74EPI.renal_distal_tubule0.28Nonsignificant1.000.84Other133361
75PLAT.platelet0.28Nonsignificant—0.00Other3853
76EPI.renal_proximal_tubule0.27Nonsignificant1.000.88Other525806
77NEU.EXC_IT0.27Nonsignificant1.000.75Other411192
78MUSC.muscle_stem_cell0.27Nonsignificant——Other418
79MESO.mesothelial_cell0.26Nonsignificant——Other218
80T.CD8_Tcm0.25Nonsignificant1.000.58Other460926
81FIB.skin_sheath0.25Nonsignificant1.000.26Other49118
82NEU.INH_VIP0.25Nonsignificant0.301.14Other241366
83FIB.perivascular_interface0.23Nonsignificant1.000.23Other00
84T.CD4_Tem0.21Nonsignificant1.000.70Other365697
85MAC.kupffer0.21Nonsignificant0.581.09Other189530
86EPI.ileal_bile_transport0.20Nonsignificant1.000.70Other6193
87MONO.CD140.17Nonsignificant2.67e-031.24Other2,2944,139
88DC.cDC20.16Nonsignificant1.000.77Other1,1891,793
89EC.capillary0.16Nonsignificant1.000.91Other5141,635
90OPC.oligodendrocyte_precursor_cell0.16Nonsignificant——Other4131,269
91EPI.skin_keratinocyte_proliferating0.15Nonsignificant1.000.56Other4776
92T.CD4_Trm0.14Nonsignificant1.000.44Other176363
93T.CD4_transitional0.13Nonsignificant1.000.40Other48110
94EPI.colonocyte0.13Nonsignificant1.000.66Other294815
95MONO.CD160.12Nonsignificant1.000.68Other1,3041,835
96EPI.pancreatic_ductal_progenitor0.11Nonsignificant1.000.57Other234873
97EPI.ileal_enterocyte_absorptive0.10Nonsignificant1.000.70Other118338
98T.CD4_Tcm0.09Nonsignificant1.000.29Other494988
99EPI.skin_hair_follicle_bulge0.09Nonsignificant1.000.50Other51178
100EC.liver_sinusoidal0.09Nonsignificant1.000.82Other1,0831,925
101EPI.skin_keratinocyte_basal0.09Nonsignificant—0.00Other1326
102SMC.smooth_muscle_cell0.09Nonsignificant——Other20101
103EPI.renal_immature_ureteric_bud0.09Nonsignificant1.000.51Other217569
104EPI.renal_principal_cell0.06Nonsignificant1.000.47Other207403
105MAC.resident_iron0.06Nonsignificant0.581.07Other1621
106ADIPO.adipocyte0.06Nonsignificant——Other2062
107EPI.pancreatic_ductal_bicarbonate0.06Nonsignificant0.221.14Other131548
108EPI.skin_appendage_keratinocyte0.06Nonsignificant1.000.49Other87222
109EPI.thymic_medullary0.05Nonsignificant1.000.48Other26133
110EPI.pancreatic_ductal_perivascular0.05Nonsignificant1.000.53Other430
111EPI.gastric_foveolar0.05Nonsignificant—0.00Other00
112T.CD4_Th170.04Nonsignificant1.000.52Other421794
113EPI.ileal_enterocyte_crypt0.04Nonsignificant1.000.51Other67113
114PERI.pericyte0.04Nonsignificant——Other1170
115MAC.microglia_like0.04Nonsignificant0.811.07Other124179
116FIB.suburothelial0.04Nonsignificant1.000.03Other122432
117EPI.ectocervical_granular0.03Nonsignificant—0.00Other1123
118HEP.periportal_metabolic0.03Nonsignificant1.000.27Other1,7504,427
119EPI.alveolar_type_10.02Nonsignificant1.000.37Other26101
120FIB.hepatic_stellate_cell0.02Nonsignificant—0.00Other64252
121NEU.EXC_CT0.02Nonsignificant1.000.49Other362384
122MG.microglia0.02Nonsignificant——Other490
123EPI.bile_duct_cholangiocyte0.02Nonsignificant1.000.39Other3760
124ASTRO.astrocyte0.01Nonsignificant——Other2281,111
125HEP.pericentral_lipoprotein0.01Nonsignificant—0.00Other00
126MEL.melanocyte0.01Nonsignificant——Other79242
127NEU.EXC_SYT20.01Nonsignificant—0.00Other4077
128MAC.resident_repair0.01Nonsignificant1.000.97Other7961,426
129GRNLSA.granulosa_cell9.93e-03Nonsignificant——Other2570
130MAC.MDM9.36e-03Nonsignificant0.581.03Other623986
131MAC.proliferating8.96e-03Nonsignificant0.581.13Other87253
132EC.lymphatic8.35e-03Nonsignificant1.000.23Other630998
133EC.heart_remodeling7.07e-03Nonsignificant1.000.41Other5691,594
134MAC.LAM6.32e-03Nonsignificant1.000.92Other9142,064
135EPI.endocervical_secretory6.28e-03Nonsignificant—0.00Other00
136T.MAIT3.49e-03Nonsignificant1.000.10Other469855
137EPI.alveolar_type_23.32e-03Nonsignificant1.000.68Other8131,853
138SKM.type_2_fast2.18e-03Nonsignificant5.33e-151.48Other9722,639
139MAC.resident_cardiac1.83e-03Nonsignificant1.000.89Other4851,074
140CHOND.chondrocyte1.64e-03Nonsignificant——Other519730
141EPI.ileal_goblet1.58e-03Nonsignificant1.000.32Other181432
142CM.cardiomyocyte9.32e-04Nonsignificant——Other5242,032
143EPI.pancreatic_ductal_mucinous3.08e-04Nonsignificant1.000.30Other219430
144GRANU.neutrophil1.78e-04Nonsignificant1.000.00Other1,2352,649
145EPI.extrahepatic_cholangiocyte6.83e-05Nonsignificant—0.00Other3771
146SKM.type_1_slow6.24e-05Nonsignificant1.000.43Other9232,478
147EPI.intrahepatic_cholangiocyte_defense2.09e-05Nonsignificant—0.00Other813
148EPI.hepatic_ductular_cholangiocyte1.11e-05Nonsignificant1.000.22Other83243
149EPI.lung_multiciliated1.00e-05Nonsignificant1.000.13Other1649
150EPI.salivary_mucous_acinar6.33e-06Nonsignificant1.000.13Other6391,189
151EPI.intrahepatic_cholangiocyte_transport3.21e-06Nonsignificant—0.00Other1242
152MAC.alveolar1.61e-06Nonsignificant1.000.33Other1,4323,122

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1OLG.myelinating_mature16.21Significant1.44e-082.45—36394
2OLG.myelinating_stress15.67Significant0.011.86—23262
3NK.cytokine_axis_baseline14.91Significant2.92e-102.18—1,172116
4NK.cytokine_biosynthetic_primed14.29Significant0.031.70—36021
5OLG.vesicle_trafficking14.15Significant0.621.21—12410
6NK.cytokine_vascular_patrolling14.01Significant8.62e-041.85—86394
7NK.cytokine_repair_primed13.81Significant0.061.64—26611
8NK.cytokine_quiescent13.76Significant0.391.31Specific6231,062
9OLG.regulatory_activated12.59Significant1.000.64Relevant196614
10NK.adaptive_HLAE_tuned12.17Significant0.751.13—1,124189
11NK.adaptive_biosynthetic_primed12.04Significant1.000.90Relevant244405
12OLG.stress11.25Significant1.000.32—2328
13NK.adaptive_axis_baseline11.17Significant1.000.99—1,008153
14NK.adaptive_classII_inhibitory10.96Significant1.000.69—880154
15OLG.regulatory10.63Significant1.000.08—35373
16NEU.INH_LAMP5.glial_interface9.84Significant—1.16Relevant00
17NK.cytokine_tissue_activation9.69Significant1.000.49Relevant267450
18OLG.reactive_repair9.36Significant1.000.16—385385
19NEU.INH_LAMP5.rosehip9.36Significant—0.71Relevant00
20NK.adaptive_adipose_stress9.09Significant1.000.39—37439
21NEU.INH_LAMP5.exc_inh_balance8.01Significant—0.00—462
22HEP.canalicular_transport.ductular_like_transition7.72Significant2.50e-031.54Specific40087
23NEU.INH_LAMP5.projecting7.68Significant—0.00—00
24T.CD8_Tem.signaling_turnover7.57Significant0.291.47Relevant425683
25NK.cytokine_lung_immediate_early7.48Significant1.000.12—424274
26T.CD8_Tem.TEMRA7.32Significant0.841.04Specific9201,088
27T.CD8_Tem.motility_primed7.30Significant0.880.92—2694
28T.CD8_Tem.stress_adapted6.78Significant0.841.05Specific607520
29ASPC.signal_integrator6.59Significant—1.46Other00
30HEP.canalicular_transport.pericentral_like_hypoxia6.32Significant4.67e-031.51Other3268
31NK.immature_bridge6.25Significant1.000.16—117122
32NK.adaptive_immature_precursor6.14Significant1.000.11—358111
33T.CD8_Tem.baseline5.72Significant0.950.65Other458356
34EPI.pancreatic_islet.beta5.61Significant0.341.23Other4257
35HEP.canalicular_transport.secretory_ERAD_UPR5.45Nominal0.990.90Other23228
36T.CD8_Tem.early_helper_like5.24Nominal0.950.72Other445755
37EPI.salivary_serous_acinar.quiescent5.21Nominal3.61e-081.72Other178493
38NK.cytokine_tissue_resident5.08Nominal1.000.12Other7482
39HEP.canalicular_transport.baseline4.73Nominal0.681.09Other199477
40HEP.canalicular_transport.injury_stress4.51Nominal0.990.85Other28924
41EPI.pancreatic_islet.alpha4.23Nominal—0.00Other152330
42IPSC.mesendo_primed4.17Nominal1.08e-111.50Other00
43ASPC.remodeling4.01Nominal1.99e-082.07Other106354
44DC.cDC1.cross_presenting3.91Nominal—0.52Other00
45DC.cDC1.activated3.88Nominal—0.52Other00
46EPI.skin_sweat_duct_keratinocyte.barrier3.84Nominal—1.52Other00
47HPC.GMP_inflammatory3.72Nominal0.351.41Other2010
48DC.cDC1.baseline3.65Nominal—0.49Other00
49DC.cDC1.proliferative3.14Nominal—0.00Other00
50FIB.barrier_secretory.remodeling3.14Nominal—0.26Other00
51ASPC.mesothelial_like3.09Nominal0.191.54Other143486
52NK.adaptive_terminal_cytotoxic3.01Nominal1.000.00Other485802
53B.memory.pDC_imprint3.00Nominal0.011.79Other157103
54IPSC.stromal_primed2.99Nonsignificant0.031.21Other00
55FIB.barrier_secretory.homeostasis2.94Nonsignificant—0.00Other00
56THYMO.DP_early2.90Nonsignificant1.38e-082.06Other326313
57DC.cDC1.homeostatic_inhibitory2.88Nonsignificant—0.00Other00
58SCHWN.translation_boost2.84Nonsignificant—0.00Other81
59HEP.canalicular_transport.inflammatory2.80Nonsignificant1.000.47Other1,335194
60EPI.pancreatic_acinar.quiet_dedifferentiation2.79Nonsignificant0.491.19Other142171
61B.age_associated.activated2.76Nonsignificant—0.49Other1822
62T.CD4_cytotoxic.NK_adapted2.57Nonsignificant0.981.07Other8233
63HPC.GMP_granulocytic2.48Nonsignificant—0.40Other33
64SCHWN.axon_contact_cardiac2.47Nonsignificant0.041.74Other1863
65HEP.acute_phase.hypoxia_lipid2.45Nonsignificant—2.64Other00
66ASPC.stem_like_progenitor2.39Nonsignificant4.81e-031.64Other300842
67EPI.cervical_suprabasal.secretory_vesicle2.38Nonsignificant—0.42Other00
68EPI.pancreatic_acinar.stress2.37Nonsignificant0.701.05Other2828
69EPI.colonic_enteroendocrine.Lcell_peptide2.32Nonsignificant—0.97Other00
70T.CD4_cytotoxic.terminal_effector2.31Nonsignificant0.081.43Other28621
71HPC.MPP_IEG2.29Nonsignificant0.950.97Other4546
72B.age_associated.migratory2.15Nonsignificant0.810.67Other22
73IPSC.axial_identity_primed2.12Nonsignificant0.471.07Other00
74B.naive.receptor_recycle2.10Nonsignificant0.201.43Other510
75THYMO.SP_CD4_naive2.06Nonsignificant0.781.12Other6575
76ASPC.adipocyte_capillary_interface2.03Nonsignificant0.501.21Other2154
77FIB.interstitial.lipid_matrix2.02Nonsignificant3.41e-082.23Other258191
78FIB.transitioning.matrix_stress1.95Nonsignificant—0.34Other47138
79EPI.cervical_suprabasal.inflammatory_repair1.89Nonsignificant—0.00Other00
80FIB.neurolectin_mucosa.axon_responsive1.89Nonsignificant0.421.31Other1010
81ASPC.proliferative1.88Nonsignificant0.501.23Other3385
82FIB.neurolectin_mucosa.inflammatory1.83Nonsignificant0.421.07Other52110
83B.naive.remodeling1.82Nonsignificant0.201.29Other135230
84FIB.neurolectin_mucosa.remodeling_repair1.82Nonsignificant—0.22Other42
85EPI.salivary_intercalated_defense.canonical_antimicrobial1.75Nonsignificant0.201.56Other1122
86DC.pDC.baseline1.74Nonsignificant0.850.96Other88123
87ASPC.baseline1.71Nonsignificant0.561.04Other363170
88DC.pDC.immature_metabolic1.71Nonsignificant0.271.36Other78124
89B.naive.purinergic1.71Nonsignificant0.201.24Other384820
90EPI.tracheal_basal.homeostatic_progenitor1.70Nonsignificant0.720.88Other28574
91T.CD8_transitional.effector_primed1.67Nonsignificant3.94e-061.38Other435151
92THYMO.CD8aa_IELp1.67Nonsignificant—0.11Other17
93THYMO.SP_CD8_naive1.64Nonsignificant0.781.09Other297177
94ASPC.secretory1.64Nonsignificant0.561.04Other765
95FIB.interstitial.stress_secretory1.62Nonsignificant0.691.28Other9256
96EPI.tracheal_basal.activated_stress1.61Nonsignificant0.720.67Other320
97FIB.neurolectin_mucosa.nerve_interface1.61Nonsignificant—0.00Other40
98ASPC.niche_keeping_progenitor1.60Nonsignificant0.501.12Other52219
99B.age_associated.naive_transitional1.59Nonsignificant—0.00Other00
100B.naive.metabolic1.56Nonsignificant0.730.95Other5079
101EPI.salivary_duct_excretory.baseline1.56Nonsignificant0.630.80Other2357
102B.memory.baseline1.55Nonsignificant0.021.43Other47299
103EPI.skin_keratinocyte_progenitor.quiescent_stem_like1.54Nonsignificant—0.32Other00
104B.germinal_center.LZ_survival1.54Nonsignificant—1.47Other00
105B.naive.antigen_presenting_ready1.51Nonsignificant0.731.02Other4873
106NEU.INH_VIP.LAMP5_hybrid1.51Nonsignificant—1.55Other19
107B.naive.proteostasis1.50Nonsignificant0.731.02Other4969
108EPI.salivary_duct_excretory.stress1.49Nonsignificant0.630.81Other3368
109B.naive.baseline1.49Nonsignificant0.730.97Other1013
110HPC.CLP_B_primed1.48Nonsignificant—0.21Other00
111EPI.salivary_intercalated_defense.inflammatory1.48Nonsignificant0.491.02Other152360
112FIB.transitioning.motility_remodelling1.47Nonsignificant—0.00Other00
113MAC.kupffer.monocyte_like1.47Nonsignificant—1.39Other00
114EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic1.46Nonsignificant—0.60Other00
115HPC.MPP_activated1.46Nonsignificant—0.11Other00
116T.CD4_cytotoxic.activated1.45Nonsignificant1.000.82Other31
117EPI.skin_hair_follicle_companion.gap_junction_contractile1.43Nonsignificant—0.97Other00
118ASPC.inflammatory1.43Nonsignificant0.870.86Other2161
119T.CD8_Tcm.NK_like1.42Nonsignificant0.041.42Other334581
120T.CD8_naive.cytokine_dampened1.41Nonsignificant0.501.32Other714
121EPI.skin_sebaceous_duct_luminal.detox_repair1.40Nonsignificant0.511.43Other13794
122B.germinal_center.DZ_S_phase1.38Nonsignificant—0.58Other00
123EPI.salivary_myoepithelial.junctional_transport1.37Nonsignificant0.341.52Other66121
124FIB.transitioning.secretory_procollagen1.36Nonsignificant—0.00Other00
125IPSC.proliferative1.33Nonsignificant1.000.89Other00
126EPI.salivary_myoepithelial.activated1.32Nonsignificant0.391.28Other85281
127EPI.pancreatic_islet.delta1.31Nonsignificant—0.00Other00
128T.CD8_naive.vesicle_secretory1.31Nonsignificant0.501.35Other420
129EPI.skin_interfollicular_spinous.inflammatory1.31Nonsignificant—1.08Other00
130B.memory.migratory1.30Nonsignificant1.000.84Other123208
131NEU.INH_VIP.develop_niche1.29Nonsignificant—1.23Other00
132FIB.barrier_purinergic.stress_GF_binding1.26Nonsignificant—0.97Other00
133EPI.renal_thick_ascending_limb.cation_flux1.25Nonsignificant0.271.34Other5795
134T.CD8_naive.baseline1.24Nonsignificant1.000.89Other1422
135T.CD8_naive.effector_transition1.24Nonsignificant0.801.15Other3562
136T.CD4_Th2.tissue_adapted1.24Nonsignificant—0.97Other00
137EPI.skin_sebaceous_duct_luminal.ECM_remodelling1.23Nonsignificant0.830.50Other29
138THYMO.SP_CD8_naive_stress1.23Nonsignificant1.000.45Other11
139ILC2.activated1.20Nonsignificant—0.59Other00
140B.germinal_center.LZ_memory_precursor1.20Nonsignificant—0.00Other00
141HPC.LMPP1.19Nonsignificant0.950.48Other6531
142NEU.INH_VIP.cannabinoid1.18Nonsignificant—1.31Other00
143EPI.renal_intercalated_cell_type_A.acid_secretion1.17Nonsignificant0.521.01Other126
144SCHWN.reactive_inflammatory1.17Nonsignificant—0.00Other00
145T.CD8_naive.innate_like1.16Nonsignificant1.000.77Other101
146EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro1.15Nonsignificant—0.00Other00
147EPI.skin_sweat_duct_keratinocyte.repair1.15Nonsignificant—0.29Other00
148B.germinal_center.DZ_M_phase1.15Nonsignificant—0.00Other00
149T.CD8_Trm.dendritic_recruiter1.15Nonsignificant0.071.37Other4785
150HEP.acute_phase.complement_antiviral1.14Nonsignificant0.021.48Other377751
151FIB.transitioning.ISG_primed_interface1.14Nonsignificant—0.00Other1780
152EPI.skin_keratinocyte_progenitor.activated_stress1.14Nonsignificant—0.00Other00
153T.CD4_naive.gut_prone1.14Nonsignificant0.021.72Other3570
154EPI.skin_sebaceous_duct_luminal.immune_interface1.13Nonsignificant—0.00Other00
155FIB.tracheal_subepithelial.baseline1.09Nonsignificant—0.00Other00
156NEU.EXC_NTNG1.nuclear_reg1.07Nonsignificant—0.67Other00
157FIB.adventitial.PI16_matrix1.07Nonsignificant1.23e-061.90Other7090
158T.CD8_naive.lipid_synthesis1.07Nonsignificant1.000.97Other64
159NEU.INH_PVALB.metabotropic1.05Nonsignificant—0.50Other00
160EPI.salivary_myoepithelial.baseline1.04Nonsignificant0.910.46Other42141
161EPI.colonic_enteroendocrine.enterochromaffin_serotonin1.04Nonsignificant—0.00Other00
162EPI.renal_intercalated_cell_type_A.PC_transitional1.04Nonsignificant—0.09Other203407
163T.CD8_naive.splicing_enriched1.02Nonsignificant1.000.67Other12016
164EPI.skin_interfollicular_spinous.proliferative1.01Nonsignificant—0.61Other00
165EPI.skin_interfollicular_spinous.early_differentiation1.00Nonsignificant0.761.04Other8919
166THYMO.proliferative_G2M0.99Nonsignificant—0.00Other164413
167FIB.interstitial.mesenchymal_APC0.98Nonsignificant1.000.67Other8133
168T.CD4_Treg.Tr1_like0.97Nonsignificant—0.46Other88
169EPI.pancreatic_acinar.baseline0.96Nonsignificant0.711.01Other274163
170IPSC.endoderm_primed0.96Nonsignificant0.011.51Other00
171EPI.skin_interfollicular_spinous.baseline0.94Nonsignificant0.760.94Other353
172FIB.lung_alveolar.mito_secretory0.92Nonsignificant—0.48Other00
173T.CD4_Treg.APC_interactive0.91Nonsignificant0.401.33Other11828
174EPI.skin_sweat_duct_keratinocyte.signal_gate0.90Nonsignificant—0.03Other4326
175PC.IgG_systemic.metabolic0.89Nonsignificant4.50e-031.84Other4663
176NEU.INH_PVALB.fastspike0.89Nonsignificant—0.30Other2422
177B.memory.preactivated0.87Nonsignificant1.000.68Other173174
178T.CD8_naive.nfkb_related0.87Nonsignificant1.000.58Other10
179B.naive.activated0.85Nonsignificant0.970.62Other77127
180EPI.skin_interfollicular_spinous.stress_oxidative0.85Nonsignificant—0.00Other00
181FIB.interstitial.immune_interact0.85Nonsignificant1.000.26Other121
182B.germinal_center.LZ_selection0.85Nonsignificant—0.00Other00
183FIB.interstitial.remodeling0.85Nonsignificant1.000.21Other319
184EPI.salivary_intercalated_defense.basal_EMT0.85Nonsignificant—0.00Other00
185T.CD8_Trm.inflammatory0.83Nonsignificant0.031.37Other124176
186EPI.pancreatic_ductal_bicarbonate.stress0.82Nonsignificant—1.66Other1233
187ILC2.migratory0.82Nonsignificant—0.00Other00
188EPI.salivary_duct_ion_transport.baseline0.81Nonsignificant——Other00
189EPI.renal_intercalated_cell_type_B.baseline0.80Nonsignificant—0.00Other31
190NEU.INH_PVALB.neuromodulatory0.80Nonsignificant—0.00Other00
191NEU.INH_PVALB.serotonergic0.79Nonsignificant—0.22Other00
192FIB.reticular.stress_metallothionein0.79Nonsignificant—0.69Other332
193EPI.skin_hair_follicle_companion.bulge_anchor_signaling0.78Nonsignificant—0.00Other00
194EPI.skin_interfollicular_spinous.transition_basal0.78Nonsignificant0.760.68Other100127
195T.gamma_delta.cytotoxic_effector0.78Nonsignificant0.121.10Other349109
196EPI.pancreatic_acinar.inflammatory_regenerative0.77Nonsignificant0.621.13Other25113
197NEU.INH_PVALB.chandelier0.76Nonsignificant0.841.05Other1916
198B.naive.restrained0.75Nonsignificant0.970.77Other183353
199FIB.reticular.ECM_builder0.75Nonsignificant—0.76Other00
200T.CD4_naive.Treg_like0.74Nonsignificant0.301.47Other12172
201NEU.EXC_IT.structural0.74Nonsignificant0.031.27Other17141
202T.CD4_Treg.central_naive_like0.73Nonsignificant0.520.97Other33345
203IPSC.mesodermal_primed0.73Nonsignificant1.000.66Other00
204EPI.skin_interfollicular_spinous.stress_UPR0.73Nonsignificant—0.00Other00
205EPI.renal_distal_tubule.stress0.72Nonsignificant—1.16Other00
206EPI.colonic_tuft.activated0.70Nonsignificant—0.00Other00
207ASPC.preadipocyte_lipid_primed0.69Nonsignificant1.000.08Other331129
208PLAT.megakaryocytic0.69Nonsignificant—0.97Other00
209DC.pDC.poised_migratory0.69Nonsignificant0.960.52Other5495
210FIB.adventitial.inflammatory_activated0.68Nonsignificant0.271.27Other100473
211EPI.esophageal_suprabasal.differentiating_keratin0.67Nonsignificant4.25e-031.96Other13161
212NEU.INH_PVALB.nuclear_reg0.67Nonsignificant0.840.41Other2512
213EC.arterial.mito_contact0.67Nonsignificant2.83e-031.64Other145
214FIB.skin_papillary.baseline0.66Nonsignificant—0.00Other00
215EC.venous.remodeling_stalk0.65Nonsignificant0.101.59Other559566
216EPI.tracheal_suprabasal.transitional_wound0.65Nonsignificant—0.60Other161
217EPI.colonic_tuft.homeostatic0.63Nonsignificant—0.00Other00
218FIB.barrier_purinergic.lipid_secretory0.63Nonsignificant—0.00Other00
219T.gamma_delta.early_effector0.62Nonsignificant0.121.10Other890
220FIB.reticular.immune_interface0.62Nonsignificant—0.26Other16
221FIB.interstitial.mesenchymal_regulator0.62Nonsignificant1.000.04Other44
222EPI.esophageal_basal.junctional_barrier0.61Nonsignificant—0.32Other00
223HEP.acute_phase.stress_secretory0.60Nonsignificant0.960.92Other263
224DC.cDC2.migratory0.60Nonsignificant0.711.13Other18539
225HPC.MEP0.59Nonsignificant0.950.74Other5991,195
226MESO.antiviral0.58Nonsignificant—0.26Other38
227FIB.skin_tenogenic.baseline0.56Nonsignificant—0.00Other02
228EPI.salivary_myoepithelial.contractile_repair0.55Nonsignificant—0.00Other39
229T.CD4_Tem.cytotoxic_effector0.55Nonsignificant4.45e-031.25Other225398
230EPI.esophageal_basal.activated_progenitor0.54Nonsignificant0.690.85Other10
231T.CD4_Treg.tissue_effector0.54Nonsignificant0.521.00Other1613
232FIB.adventitial.mechano_chemo_sensing0.54Nonsignificant0.951.06Other135524
233B.memory.activated0.53Nonsignificant1.000.44Other10529
234T.CD4_naive.neddylation_mitoprot0.53Nonsignificant0.301.22Other9356
235HEP.acute_phase.complement_metabolic0.53Nonsignificant0.960.93Other1,4233,464
236IPSC.mesenchymal_primed0.53Nonsignificant1.000.55Other00
237FIB.skin_neurosecretory.baseline0.52Nonsignificant—0.00Other00
238FIB.adventitial.activated_remodelling0.52Nonsignificant—0.00Other141319
239T.CD4_Trm.activated0.52Nonsignificant0.601.22Other3226
240MESO.secretory_structural0.52Nonsignificant—0.67Other00
241HEP.acute_phase.baseline0.52Nonsignificant0.960.90Other94619
242NEU.EXC_NTNG1.synaptic0.51Nonsignificant—0.00Other00
243ILC2.quiescent0.51Nonsignificant—0.00Other00
244EPI.skin_follicular_keratinizing.transit_amplifying0.50Nonsignificant—0.94Other2149
245T.CD4_naive.proteostasis0.49Nonsignificant0.781.08Other149
246EC.capillary.angiogenic_tip0.49Nonsignificant0.421.30Other186218
247EPI.thymic_cortical.Notch_interface0.49Nonsignificant—0.18Other82137
248EPI.thymic_cortical.baseline0.49Nonsignificant0.790.51Other185386
249EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal0.49Nonsignificant—0.00Other00
250EPI.lung_club_secretory.inflammatory0.48Nonsignificant—0.79Other00
251HEP.acute_phase.proliferative0.48Nonsignificant—0.00Other46
252EPI.thymic_cortical.secretory_remodeling0.48Nonsignificant—0.00Other41
253THYMO.proliferative_S0.48Nonsignificant1.000.15Other163418
254FIB.adventitial.complement_angiocrine0.48Nonsignificant1.000.87Other153684
255T.CD4_Tfh.suppression_exhaustion0.48Nonsignificant0.401.29Other02
256EPI.renal_thick_ascending_limb.canonical_salt_transporter0.47Nonsignificant0.481.21Other322317
257EPI.skin_interfollicular_spinous.upper_lipid0.47Nonsignificant—0.00Other66
258GRANU.MAST.resting_granule0.47Nonsignificant—0.95Other00
259T.CD4_naive.survival_neddylation0.46Nonsignificant0.781.09Other2638
260EPI.renal_thick_ascending_limb.remodeling0.46Nonsignificant0.481.15Other15292
261T.CD4_naive.neddylation0.45Nonsignificant0.301.22Other104222
262T.CD4_cytotoxic.baseline0.45Nonsignificant1.000.39Other00
263EPI.skin_hair_follicle_companion.activated_migratory0.45Nonsignificant—0.00Other00
264FIB.lung_alveolar.stress_interacting0.44Nonsignificant—0.00Other00
265EC.arterial.arteriole_interface0.44Nonsignificant0.421.20Other3112
266EPI.tracheal_submucosal_gland.acinar_serous0.43Nonsignificant—0.73Other00
267T.CD8_transitional.APC_like0.43Nonsignificant1.000.76Other20562
268T.CD4_naive.proteostasis_mitoprot0.42Nonsignificant0.850.93Other1537
269T.CD4_naive.survival0.42Nonsignificant0.820.97Other1217
270T.CD4_naive.survival_mitoprot0.41Nonsignificant0.481.21Other137
271T.CD4_naive.mature_mitoprot0.41Nonsignificant0.850.95Other212476
272EC.arterial.arteriole_gas_exchange0.41Nonsignificant0.021.35Other238131
273PC.IgA_muocsal.baseline0.41Nonsignificant0.591.16Other35
274FIB.adventitial.mito_secretory0.40Nonsignificant1.000.81Other217
275DC.mig.baseline0.40Nonsignificant—0.00Other10
276PC.IgG_systemic.stress0.40Nonsignificant—0.00Other15
277T.CD4_naive.mature0.39Nonsignificant1.000.81Other211100
278T.CD4_naive.purinergic0.39Nonsignificant0.820.97Other491
279MUSC.quiescent_reservoir0.39Nonsignificant0.071.85Other28
280ASPC.activated0.39Nonsignificant1.000.02Other164162
281EPI.tracheal_suprabasal.secretory_immune0.39Nonsignificant—0.00Other00
282NEU.EXC_IT.guidance0.38Nonsignificant1.001.04Other27463
283HEP.periportal_metabolic.stress_chaperone0.38Nonsignificant—0.91Other66128
284PC.IgG_systemic.interacting0.37Nonsignificant1.000.74Other00
285T.CD4_naive.resist_bystander0.37Nonsignificant0.821.01Other4025
286T.CD8_transitional.stress0.37Nonsignificant—0.30Other2434
287HEP.canalicular_transport.sterol_lipid_biosynthesis0.36Nonsignificant—0.00Other1020
288EC.arterial.ion_pump0.36Nonsignificant1.000.92Other32
289EC.capillary.activated0.36Nonsignificant0.501.26Other25
290T.CD4_Tfh.effector_migratory0.36Nonsignificant0.401.26Other12257
291EPI.renal_distal_tubule.immune_modulatory0.36Nonsignificant—0.58Other00
292T.CD4_naive.homeostatic0.35Nonsignificant1.000.66Other215108
293EPI.lung_club_secretory.canonical_surfactant0.35Nonsignificant—0.37Other74104
294EC.venous.baseline0.35Nonsignificant0.461.13Other346807
295FIB.skin_sheath.neuro_vascular_interface0.34Nonsignificant—1.03Other00
296PC.IgA_muocsal.plasmablast0.34Nonsignificant0.591.15Other54
297T.CD4_Th2.precursor0.34Nonsignificant—0.00Other00
298EC.arterial.angiogenic_tip0.33Nonsignificant—0.10Other3037
299T.CD8_Trm.cytotoxic0.33Nonsignificant1.000.92Other16585
300FIB.reticular.stromal_niche0.32Nonsignificant1.000.00Other00
301EPI.renal_proximal_tubule.detox_antioxidant0.32Nonsignificant7.44e-032.49Other39477
302T.CD8_naive.mito_proteostasis0.30Nonsignificant1.000.05Other428100
303EPI.colonocyte.junction_remodeling0.30Nonsignificant0.011.72Other218305
304EPI.esophageal_suprabasal.basal_transitional0.30Nonsignificant0.940.38Other4467
305PC.IgA_muocsal.migratory0.30Nonsignificant0.591.04Other41
306EC.arterial.elastic0.30Nonsignificant1.000.74Other2245
307DC.cDC2.monocyte_like0.29Nonsignificant0.711.11Other1,285791
308T.CD8_Trm.homeostatic0.29Nonsignificant1.000.73Other425
309EPI.salivary_serous_acinar.secretory_active0.29Nonsignificant1.000.13Other24269
310EC.arterial.inflammatory0.29Nonsignificant1.000.94Other6350
311T.CD8_Tcm.baseline0.29Nonsignificant1.001.03Other9089
312THYMO.DN_preTCR0.29Nonsignificant1.000.04Other4171
313EPI.skin_follicular_keratinizing.upper_infundibulum0.28Nonsignificant—0.00Other82
314MONO.CD14.remodeling0.28Nonsignificant9.87e-051.33Other2,373295
315EPI.skin_follicular_keratinizing.root_infundibulum0.28Nonsignificant—0.00Other00
316MAC.resident_iron.stress_tolerogenic0.28Nonsignificant—1.39Other00
317EC.venous.cardiac_structural0.28Nonsignificant0.821.10Other102229
318EPI.lung_club_secretory.ciliogenesis_primed0.28Nonsignificant—0.37Other00
319EPI.skin_hair_follicle_bulge.niche_crosstalk0.27Nonsignificant—1.04Other2988
320FIB.adventitial.baseline0.27Nonsignificant1.000.23Other157278
321FIB.perivascular_interface.lipid_shuttle0.27Nonsignificant—0.16Other51170
322MUSC.baseline0.27Nonsignificant0.940.90Other00
323EC.liver_sinusoidal.prostanoid0.27Nonsignificant—0.53Other1164
324T.CD8_transitional.Trm_primed0.27Nonsignificant1.000.69Other10815
325T.CD4_Tfh.canonical_GC_helper0.26Nonsignificant0.750.78Other12
326IPSC.neural_primed0.26Nonsignificant1.000.36Other00
327PC.IgA_muocsal.activated0.26Nonsignificant0.690.92Other178
328EC.venous.quiescent_homeostatic0.26Nonsignificant0.880.82Other456360
329T.CD4_Tfh.precursor_migratory0.25Nonsignificant0.601.03Other7227
330EPI.skin_keratinocyte_proliferating.early_spinous_transition0.25Nonsignificant—0.87Other135290
331EPI.salivary_serous_acinar.seromucous_like0.25Nonsignificant—0.00Other00
332THYMO.DP_early_stress0.25Nonsignificant—0.00Other00
333FIB.adventitial.adhesion_lipid0.24Nonsignificant1.000.13Other58209
334EPI.renal_distal_tubule.ciliated_remodelling0.24Nonsignificant—0.39Other00
335OPC.homeostatic0.24Nonsignificant0.081.49Other394160
336EPI.pancreatic_ductal_progenitor.ADM_like0.23Nonsignificant—1.65Other00
337EPI.tracheal_submucosal_gland.ductal_luminal0.23Nonsignificant—0.00Other00
338MONO.CD14.platelet_bound0.23Nonsignificant0.561.12Other964176
339FIB.skin_sheath.ECM_immune0.23Nonsignificant—0.00Other00
340T.CD4_Trm.baseline0.22Nonsignificant0.581.16Other3121
341EPI.ileal_bile_transport.absorptive_xenobiotic0.22Nonsignificant0.081.71Other1112
342FIB.perivascular_interface.vascular_BM_remodelling0.22Nonsignificant—0.08Other00
343GRANU.MAST.activated_acute0.22Nonsignificant—0.00Other00
344EPI.renal_proximal_tubule.onecarbon_peroxisome0.21Nonsignificant1.000.00Other5889
345MONO.CD14.inflammatory0.21Nonsignificant0.061.50Other92134
346GRANU.MAST.activated_repair0.21Nonsignificant—0.00Other01
347T.CD4_Trm.metal_stress0.20Nonsignificant0.781.09Other3458
348EC.liver_sinusoidal.secretory_lipoprotein0.19Nonsignificant0.421.17Other12070
349EC.capillary.inflammatory0.19Nonsignificant0.821.00Other2751
350ADIPO.thermogenic0.19Nonsignificant—1.28Other00
351FIB.perivascular_interface.vasomotor_tone0.19Nonsignificant—0.00Other00
352MUSC.early_activation0.19Nonsignificant0.940.62Other432
353EPI.ileal_enterocyte_absorptive.villus_tip0.18Nonsignificant2.67e-081.76Other43
354MONO.CD14.APC_like0.18Nonsignificant0.861.00Other1,6862,493
355EPI.esophageal_suprabasal.proliferative_S0.18Nonsignificant—0.00Other2641
356T.CD4_transitional.APC_interacting0.18Nonsignificant0.431.14Other1014
357OPC.proliferative_immune_interact0.18Nonsignificant0.571.09Other180373
358EPI.skin_keratinocyte_basal.basement_anchoring0.18Nonsignificant—0.97Other00
359THYMO.SP_CD8_transitional0.18Nonsignificant1.000.04Other3275
360FIB.skin_sheath.stress_chaperone0.18Nonsignificant—0.00Other00
361PC.IgG_systemic.secretory0.17Nonsignificant1.000.07Other00
362MUSC.activated_migratory0.17Nonsignificant0.940.32Other67
363T.CD4_Tcm.Th2_like0.17Nonsignificant0.581.25Other2355
364EC.venous.adipose_lipid0.17Nonsignificant0.880.87Other254476
365NEU.EXC_IT.callosal0.16Nonsignificant1.000.92Other286119
366MONO.CD16.hepatic_mac_like0.16Nonsignificant0.481.17Other803117
367T.CD4_transitional.primed_helper_effector0.16Nonsignificant0.431.16Other1943
368MONO.CD16.baseline0.16Nonsignificant0.501.11Other501
369EPI.thymic_medullary.proliferative_APC0.16Nonsignificant—1.20Other00
370T.CD4_transitional.baseline0.15Nonsignificant0.401.21Other5997
371EPI.ileal_enterocyte_crypt.villus_transition0.15Nonsignificant—1.58Other710
372EC.venous.activated0.15Nonsignificant0.990.42Other247752
373MONO.CD14.baseline0.15Nonsignificant1.000.65Other2,26876
374EC.capillary.baseline0.15Nonsignificant0.501.06Other246560
375T.CD4_Tem.inflammatory0.15Nonsignificant1.000.85Other286
376EPI.colonocyte.goblet_interface0.14Nonsignificant—0.35Other1121
377T.CD8_transitional.early0.14Nonsignificant1.000.52Other32755
378T.CD4_Tcm.Tfh_like0.14Nonsignificant0.721.04Other102214
379EC.capillary.postcap_venule0.14Nonsignificant0.840.96Other355261
380MONO.CD16.platelet_bound0.14Nonsignificant0.790.90Other372508
381EPI.ileal_bile_transport.detox_transcytosis0.14Nonsignificant—0.00Other01
382MESO.activated_stress0.14Nonsignificant—0.00Other00
383T.CD4_Tcm.migratory_cilium0.14Nonsignificant0.581.21Other510
384EPI.colonocyte.crypt_progenitor0.14Nonsignificant0.171.35Other115265
385EPI.renal_principal_cell.intercalated_like0.14Nonsignificant0.031.50Other6366
386HEP.acute_phase.inflammatory0.14Nonsignificant0.990.60Other382649
387SMC.activated0.14Nonsignificant0.091.35Other25
388T.CD4_Tcm.baseline0.13Nonsignificant0.721.07Other6131
389T.CD4_Tcm.APC_mimicry0.13Nonsignificant0.581.22Other5443
390EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic0.13Nonsignificant—0.36Other00
391T.CD8_Trm.muscosal_Tc170.13Nonsignificant1.000.38Other1938
392MONO.CD16.inflammatory0.13Nonsignificant0.081.32Other1,640168
393T.CD8_Tcm.helper_like0.13Nonsignificant1.000.83Other81159
394EC.arterial.metabolic0.13Nonsignificant1.000.40Other195159
395EPI.alveolar_type_1.activated0.12Nonsignificant—1.64Other00
396EC.capillary.stress0.12Nonsignificant0.950.86Other4436
397PERI.baseline0.12Nonsignificant0.071.31Other3966
398IPSC.neuroendocrine_primed0.11Nonsignificant—0.00Other00
399EC.capillary.migratory0.11Nonsignificant0.501.14Other181509
400EPI.renal_immature_ureteric_bud.defense_secretory0.11Nonsignificant0.761.11Other4576
401IPSC.midbrain_primed0.11Nonsignificant1.000.26Other00
402ASTRO.hypoxia_angiogenic0.11Nonsignificant0.141.32Other518
403EPI.skin_sweat_duct_keratinocyte.proliferative_S0.11Nonsignificant—0.00Other00
404EC.arterial.homeostatic0.11Nonsignificant1.000.22Other243
405T.CD4_Tcm.crosstalk_myeloid0.11Nonsignificant0.721.05Other54
406EPI.pancreatic_ductal_progenitor.baseline0.10Nonsignificant0.550.93Other179702
407T.CD4_Tem.transitional_CM0.10Nonsignificant1.000.82Other3120
408EPI.renal_principal_cell.inflammatory0.10Nonsignificant0.791.14Other74157
409EPI.skin_appendage_keratinocyte.ductal_immune_interacting0.10Nonsignificant0.021.63Other716
410MESO.baseline0.10Nonsignificant0.870.71Other06
411MONO.CD16.patrolling0.10Nonsignificant1.000.60Other797216
412MESO.activated_migratory0.09Nonsignificant—0.00Other00
413IPSC.stress0.09Nonsignificant1.000.23Other00
414EPI.esophageal_suprabasal.proliferative_exit0.09Nonsignificant—0.00Other00
415T.CD4_Tcm.imprinted_splicing0.09Nonsignificant0.721.07Other617
416EPI.esophageal_suprabasal.proliferative_G2M0.08Nonsignificant—0.00Other00
417NEU.INH_VIP.matrix0.08Nonsignificant—0.73Other2477
418EPI.ileal_enterocyte_crypt.bile_transport0.08Nonsignificant0.361.26Other20
419T.CD4_Tcm.DC_interact0.08Nonsignificant0.721.08Other7232
420SMC.metabolic0.08Nonsignificant0.990.88Other1440
421T.CD4_Tcm.stress0.08Nonsignificant0.581.22Other511
422T.CD4_Th17.migratory0.08Nonsignificant0.601.07Other1323
423MAC.resident_repair.lipid_phagocytic0.08Nonsignificant0.061.35Other228604
424MAC.resident_iron.heme_catabolism0.08Nonsignificant0.291.22Other3051
425EPI.renal_immature_ureteric_bud.osmoprotective0.08Nonsignificant0.820.77Other12644
426EPI.ectocervical_granular.secretory_apocrine0.07Nonsignificant—1.15Other00
427MAC.microglia_like.inflammatory_chemokine0.07Nonsignificant—0.77Other2032
428T.CD4_Trm.cytotoxic_effector0.07Nonsignificant0.960.77Other11877
429HEP.periportal_metabolic.stress_checkpoint0.07Nonsignificant0.471.12Other234786
430EPI.skin_keratinocyte_proliferating.anchor_remodel0.07Nonsignificant—0.00Other00
431EPI.colonocyte.proximal_transport0.07Nonsignificant1.000.37Other2412
432EPI.colonocyte.ionocyte_BEST40.07Nonsignificant0.691.08Other103188
433EPI.thymic_medullary.stress_APC0.07Nonsignificant0.521.33Other24
434T.CD4_Th17.cytotoxic0.07Nonsignificant3.40e-031.25Other332123
435MAC.kupffer.stress0.07Nonsignificant0.521.00Other93
436T.CD4_Trm.central_like0.06Nonsignificant0.960.78Other3831
437T.CD4_Trm.helper_like0.06Nonsignificant0.960.73Other84147
438T.CD4_Tcm.regulatory_poised0.06Nonsignificant0.970.90Other23
439T.CD4_Tcm.synapse_dynamics0.06Nonsignificant0.970.84Other1510
440MEL.dedifferentiated_migratory0.06Nonsignificant—0.87Other00
441EPI.skin_appendage_keratinocyte.sebaceous_apocrine0.06Nonsignificant—0.13Other3982
442T.CD4_transitional.primed_cytotoxic0.06Nonsignificant0.910.72Other2830
443MONO.CD14.repair_M2_like0.06Nonsignificant1.000.48Other5501,495
444T.CD4_Tcm.RNA_control0.06Nonsignificant0.970.83Other964
445EC.capillary.angiocrine0.06Nonsignificant0.990.69Other250630
446T.CD4_Tcm.secretory0.06Nonsignificant0.970.85Other2011
447DC.cDC2.adhesion_signaling0.05Nonsignificant0.721.06Other359
448T.CD4_Trm.stress_adaptive0.05Nonsignificant0.960.79Other822
449EPI.pancreatic_ductal_perivascular.baseline0.05Nonsignificant0.191.41Other15
450OPC.premyelinating0.05Nonsignificant1.000.00Other18512
451SMC.contractile0.05Nonsignificant0.990.62Other80588
452EPI.gastric_foveolar.baseline0.05Nonsignificant—0.00Other00
453EPI.skin_keratinocyte_proliferating.detox_repair0.05Nonsignificant—0.00Other00
454EPI.pancreatic_ductal_perivascular.protective_antioxidant0.05Nonsignificant—0.04Other1169
455T.CD4_Tcm.tissue_homing0.05Nonsignificant0.970.75Other7846
456PERI.inflammatory0.05Nonsignificant0.331.15Other4077
457MAC.LAM.lipid_opsonization0.05Nonsignificant0.731.21Other4514
458T.CD4_cytotoxic.precursor0.04Nonsignificant1.000.00Other15667
459FIB.suburothelial.inflammatory_prostanoid0.04Nonsignificant—0.33Other00
460T.CD4_transitional.tissue_enagement0.04Nonsignificant0.910.74Other511
461EPI.skin_hair_follicle_bulge.quiescent0.04Nonsignificant0.910.41Other5669
462EPI.skin_appendage_keratinocyte.ductal_barrier_detox0.04Nonsignificant0.880.65Other3334
463MAC.kupffer.inflammatory0.04Nonsignificant—0.00Other74
464HEP.periportal_metabolic.xenobiotic_detox0.04Nonsignificant0.841.03Other1,440139
465ASTRO.synaptic_interaction0.04Nonsignificant0.791.09Other76334
466MAC.resident_iron.APC_iron_sensing0.04Nonsignificant0.850.86Other211114
467T.CD4_Tcm.effector_like0.04Nonsignificant0.970.91Other293533
468EPI.renal_principal_cell.canonical_vasopressin0.04Nonsignificant0.790.86Other20
469FIB.suburothelial.homeostasis_matrix0.04Nonsignificant0.401.36Other258921
470PLAT.adhesion0.04Nonsignificant—0.00Other00
471EC.liver_sinusoidal.inflammatory0.04Nonsignificant—0.00Other223154
472FIB.suburothelial.urothelial_interface0.03Nonsignificant0.860.50Other98
473EPI.renal_thick_ascending_limb.salt_sensing0.03Nonsignificant1.000.52Other73103
474FIB.suburothelial.contractile_myofibroblast0.03Nonsignificant—0.00Other90
475MAC.resident_iron.redox_metabolic0.03Nonsignificant0.850.93Other44
476EPI.thymic_medullary.canonical_alarmin0.03Nonsignificant0.800.63Other817
477T.CD4_Tcm.retro_ZNF1170.03Nonsignificant0.970.60Other59
478EPI.bile_duct_cholangiocyte.secretory_mucin0.03Nonsignificant—0.62Other712
479MG.baseline0.03Nonsignificant0.191.20Other165
480MEL.neurotrophic_migratory0.03Nonsignificant—1.27Other00
481MAC.MDM.inflammatory_phagocytic0.03Nonsignificant0.151.14Other19952
482PERI.angiocrine0.03Nonsignificant0.950.91Other93102
483NEU.EXC_CT.projector0.03Nonsignificant0.341.11Other8726
484EC.liver_sinusoidal.hypoxia_metabolic0.03Nonsignificant0.930.70Other183107
485EPI.skin_sweat_duct_keratinocyte.proliferative_G2M0.03Nonsignificant—0.00Other00
486ADIPO.hypoxia_remodelling0.03Nonsignificant—0.00Other29105
487EPI.colonocyte.secretory_boost0.03Nonsignificant1.000.29Other9891
488NEU.EXC_IT.adhesion0.03Nonsignificant1.000.64Other252108
489EPI.pancreatic_ductal_progenitor.ciliated_transport0.03Nonsignificant—0.00Other105368
490EPI.renal_principal_cell.injury_repair0.03Nonsignificant0.790.96Other269
491FIB.hepatic_stellate_cell.fibrogenic0.02Nonsignificant—0.73Other00
492EPI.renal_principal_cell.activated_acute0.02Nonsignificant0.790.76Other2959
493EPI.thymic_medullary.hormone_xeno_barrier0.02Nonsignificant—0.00Other08
494EPI.ectocervical_granular.proliferative_basal0.02Nonsignificant—0.32Other00
495EPI.ileal_enterocyte_crypt.baseline0.02Nonsignificant0.980.54Other116
496FIB.hepatic_stellate_cell.inflammatory0.02Nonsignificant—0.00Other00
497DC.cDC2.lipid_metabolic0.02Nonsignificant—0.02Other00
498EC.heart_remodeling.remodeling_stalk0.02Nonsignificant0.031.32Other33111
499NEU.EXC_CT.remodeling0.02Nonsignificant—0.30Other231
500EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump0.02Nonsignificant0.821.17Other40191
501EPI.ileal_enterocyte_crypt.proliferative_S0.02Nonsignificant0.980.73Other42
502EPI.ectocervical_granular.immune_interact0.02Nonsignificant—0.00Other00
503ADIPO.immature0.02Nonsignificant—0.00Other2440
504EC.lymphatic.scavenger0.02Nonsignificant0.441.22Other203257
505GRNLSA.secretory_remodeling0.02Nonsignificant0.601.08Other9025
506T.CD4_naive.activated_stress0.02Nonsignificant1.000.00Other339429
507EPI.renal_thick_ascending_limb.barrier_repair0.02Nonsignificant1.000.29Other141284
508NEU.INH_VIP.enkephalinergic0.02Nonsignificant—0.36Other00
509NEU.EXC_IT.transitional0.02Nonsignificant1.000.63Other237142
510NEU.EXC_SYT2.synaptic0.02Nonsignificant—0.48Other00
511EPI.endocervical_secretory.squamous_barrier0.02Nonsignificant—0.67Other00
512HEP.pericentral_lipoprotein.ApoB_coagulation0.02Nonsignificant—0.67Other00
513T.CD4_Th17.baseline0.02Nonsignificant0.900.85Other515
514FIB.hepatic_stellate_cell.contractile0.02Nonsignificant—0.00Other00
515NEU.INH_VIP.nuclear_reg0.02Nonsignificant—0.16Other204
516DC.cDC2.antiviral0.02Nonsignificant1.000.81Other10037
517HEP.periportal_metabolic.canonical_urea_cycle0.01Nonsignificant1.000.96Other1,464269
518EPI.alveolar_type_2.baseline_surfactant0.01Nonsignificant0.551.18Other649
519ASTRO.stress_acute0.01Nonsignificant1.001.09Other6056
520GRNLSA.chemokine_mechanosensory0.01Nonsignificant0.601.05Other10
521EC.liver_sinusoidal.stress0.01Nonsignificant—0.00Other413158
522T.CD4_Tem.long_term_memory0.01Nonsignificant1.000.73Other314587
523MAC.proliferating.DNA_replication0.01Nonsignificant0.111.14Other36
524GRNLSA.lipid_hypoxia0.01Nonsignificant0.231.27Other280
525T.CD8_Tcm.gut_homing0.01Nonsignificant1.000.32Other380112
526EPI.ileal_enterocyte_absorptive.brush_border0.01Nonsignificant1.000.00Other5801,717
527MAC.resident_cardiac.antigen_presenting0.01Nonsignificant0.301.16Other5227
528MEL.secretory_quiescent0.01Nonsignificant0.931.07Other1913
529CHOND.angiogenic9.97e-03Nonsignificant—1.84Other00
530EPI.pancreatic_acinar.metabolic_onecarbon9.92e-03Nonsignificant1.000.40Other287328
531GRNLSA.proliferative_migratory9.81e-03Nonsignificant0.610.96Other248292
532HEP.periportal_metabolic.acute_phase_barrier8.89e-03Nonsignificant0.471.10Other533138
533EC.heart_remodeling.remodeling_secretory8.80e-03Nonsignificant0.381.15Other6051,341
534NEU.EXC_IT.neuromodulated8.33e-03Nonsignificant1.000.52Other176116
535MAC.resident_repair.antigen_presenting7.99e-03Nonsignificant0.841.04Other244113
536NEU.INH_VIP.regulatory_remodeling7.51e-03Nonsignificant—0.00Other61
537PERI.cardiac_skeletal6.78e-03Nonsignificant1.000.08Other313630
538MAC.resident_repair.chemokine_angiocrine6.32e-03Nonsignificant0.841.05Other87138
539HEP.periportal_metabolic.urea_onecarbon_secretory6.31e-03Nonsignificant1.000.88Other1,3323,053
540T.MAIT.MAPK_brake6.28e-03Nonsignificant0.261.17Other4466
541MAC.microglia_like.patrolling_adhesive6.23e-03Nonsignificant—0.00Other00
542CHOND.remodeling6.03e-03Nonsignificant—0.74Other50
543GRNLSA.cholesterol_mevalonate5.92e-03Nonsignificant0.601.04Other94
544HEP.pericentral_lipoprotein.UPR_redox5.74e-03Nonsignificant—0.00Other00
545EPI.colonic_enteroendocrine.progenitor5.69e-03Nonsignificant—0.00Other00
546MAC.microglia_like.phagocytic_redox5.68e-03Nonsignificant—0.00Other00
547EPI.ectocervical_granular.inflammatory5.61e-03Nonsignificant—0.00Other00
548EPI.skin_hair_follicle_bulge.anagen_growth5.29e-03Nonsignificant—0.00Other00
549T.MAIT.cytotoxic5.25e-03Nonsignificant0.391.17Other5215
550EC.heart_remodeling.perivascular5.18e-03Nonsignificant0.701.03Other124408
551NEU.INH_VIP.serotonergic5.18e-03Nonsignificant—0.00Other92
552EC.lymphatic.tip_migratory5.16e-03Nonsignificant0.840.98Other2337
553EC.lymphatic.activated5.13e-03Nonsignificant0.840.92Other4773
554MAC.LAM.inflammatory_APC5.12e-03Nonsignificant0.960.97Other872165
555EPI.alveolar_type_1.baseline5.11e-03Nonsignificant1.000.00Other80
556NEU.INH_VIP.excitatory_coupled5.06e-03Nonsignificant—0.00Other130
557T.MAIT.early_activation4.97e-03Nonsignificant0.551.08Other574
558MG.expanding4.88e-03Nonsignificant0.890.94Other21
559EPI.ileal_enterocyte_crypt.proliferative_G2M4.81e-03Nonsignificant—0.00Other1954
560EPI.skin_appendage_keratinocyte.transit_amplifying4.60e-03Nonsignificant—0.00Other109358
561EPI.colonocyte.distal_absorptive4.52e-03Nonsignificant—0.00Other00
562EC.lymphatic.baseline4.19e-03Nonsignificant0.840.82Other3872
563T.MAIT.migratory4.13e-03Nonsignificant0.551.11Other101
564GRNLSA.stress_metabolic4.12e-03Nonsignificant—0.09Other12
565T.CD8_Tcm.effector_bias3.46e-03Nonsignificant1.000.16Other199329
566CHOND.articular_collagen3.30e-03Nonsignificant0.801.08Other551266
567CM.contractile_oxphos3.24e-03Nonsignificant0.831.08Other619
568EC.heart_remodeling.angiocrine3.20e-03Nonsignificant0.720.91Other182525
569EPI.renal_distal_tubule.repair2.96e-03Nonsignificant—0.00Other34102
570ASTRO.neuromodulatory2.90e-03Nonsignificant1.000.96Other34172
571EC.heart_remodeling.capillary_metabolic2.72e-03Nonsignificant0.381.27Other54414
572EPI.ileal_goblet.immature2.57e-03Nonsignificant—0.00Other00
573SKM.type_2_fast.glycolytic_IIx_IIb2.51e-03Nonsignificant0.311.17Other5651,482
574IPSC.canonical_pluripotent2.31e-03Nonsignificant1.000.00Other00
575CM.baseline2.19e-03Nonsignificant0.831.02Other3930
576GRNLSA.EMT_insulin_signaling2.05e-03Nonsignificant0.601.02Other4784
577SKM.type_2_fast.oxidative_IIa1.99e-03Nonsignificant0.900.80Other94656
578DC.cDC2.pro_inflammatory1.92e-03Nonsignificant1.000.73Other35
579EPI.ileal_goblet.inflammatory_mucin1.86e-03Nonsignificant0.751.13Other69
580EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit1.84e-03Nonsignificant—0.92Other00
581NEU.INH_VIP.opioid1.80e-03Nonsignificant—0.00Other509
582MAC.LAM.perivascular_angiocrine1.69e-03Nonsignificant—0.00Other53138
583ASTRO.stress_mito1.59e-03Nonsignificant1.001.07Other47110
584MG.phagocytic_APC1.58e-03Nonsignificant0.890.71Other258
585MAC.LAM.anti_inflammatory1.53e-03Nonsignificant0.960.96Other86132
586MAC.kupffer.tolerogenic1.50e-03Nonsignificant—0.00Other4549
587EPI.ileal_goblet.stress_metallothionein1.49e-03Nonsignificant—0.10Other411
588MAC.resident_repair.ECM_stromal_crosstalk1.47e-03Nonsignificant0.870.81Other95158
589EPI.bile_duct_cholangiocyte.inflammatory_APC1.45e-03Nonsignificant—0.00Other20
590MEL.mature_oxidative_traffic1.39e-03Nonsignificant0.930.81Other247285
591EC.heart_remodeling.translation_boost1.21e-03Nonsignificant—0.00Other00
592EPI.ileal_goblet.baseline1.17e-03Nonsignificant0.790.73Other162
593ASTRO.immature_lipid1.14e-03Nonsignificant1.000.93Other23113
594EPI.endocervical_secretory.secretory_translocon1.01e-03Nonsignificant—0.00Other00
595EC.lymphatic.valve9.63e-04Nonsignificant—0.00Other00
596CM.osmoprotection8.97e-04Nonsignificant0.771.08Other3457
597HEP.periportal_metabolic.apolipoprotein_secretory8.30e-04Nonsignificant1.000.82Other43110
598CM.inflammatory8.03e-04Nonsignificant—1.62Other00
599MAC.resident_cardiac.inflammatory_reparative6.78e-04Nonsignificant0.311.17Other3196
600MAC.MDM.LAM_like6.57e-04Nonsignificant0.961.01Other1214
601DC.cDC2.proliferative6.48e-04Nonsignificant—0.00Other3971
602NEU.INH_VIP.canonical_disinhibitory6.44e-04Nonsignificant1.000.23Other5938
603T.MAIT.stress5.49e-04Nonsignificant—0.72Other00
604NEU.EXC_CT.Ca2_signaling5.16e-04Nonsignificant—0.00Other6817
605EC.heart_remodeling.activated_acute5.06e-04Nonsignificant0.720.91Other102186
606DC.cDC2.tolerogenic_regulatory4.54e-04Nonsignificant1.000.47Other444
607GRANU.neutrophil.primed_degranulation4.48e-04Nonsignificant—0.90Other00
608T.gamma_delta.central_memory3.84e-04Nonsignificant1.000.38Other460919
609T.MAIT.quiescent3.70e-04Nonsignificant0.960.85Other1005
610EPI.pancreatic_ductal_bicarbonate.baseline3.65e-04Nonsignificant0.940.82Other1142
611CHOND.pro_inflammatory3.22e-04Nonsignificant1.000.77Other181351
612MAC.MDM.complement_resolving3.09e-04Nonsignificant0.960.69Other440860
613MAC.resident_iron.heme_recycling2.92e-04Nonsignificant—0.00Other3037
614ASTRO.A2_reactive2.76e-04Nonsignificant1.000.81Other1037
615EPI.pancreatic_ductal_bicarbonate.inflammatory2.74e-04Nonsignificant0.821.14Other1432
616EPI.pancreatic_acinar.adhesion_remodeling2.70e-04Nonsignificant1.000.39Other210784
617SKM.type_1_slow.glycolytic2.65e-04Nonsignificant0.171.18Other362647
618MAC.resident_repair.stress_iron2.28e-04Nonsignificant0.850.88Other4897
619MAC.MDM.APC_dendritic2.24e-04Nonsignificant0.960.82Other4815
620MAC.kupffer.fibrogenic2.14e-04Nonsignificant—0.00Other00
621EPI.alveolar_type_2.injury_primed2.09e-04Nonsignificant0.651.02Other434245
622MAC.LAM.lipid_phagocytosis2.03e-04Nonsignificant0.960.91Other369328
623NEU.EXC_SYT2.nuclear_reg1.85e-04Nonsignificant—0.00Other00
624EPI.pancreatic_ductal_bicarbonate.barrier_mucin1.66e-04Nonsignificant0.940.81Other219533
625EPI.lung_club_secretory.ciliogenesis_axoneme1.59e-04Nonsignificant—0.00Other00
626EPI.pancreatic_ductal_mucinous.proliferative_gastric_like1.42e-04Nonsignificant—0.85Other00
627EPI.extrahepatic_cholangiocyte.mucin_secretory1.32e-04Nonsignificant—0.73Other00
628EPI.alveolar_type_2.stress_response1.13e-04Nonsignificant0.990.67Other6751,562
629ASTRO.A1_reactive1.01e-04Nonsignificant1.000.55Other433394
630EPI.ileal_enterocyte_crypt.secretory_precursor9.84e-05Nonsignificant—0.00Other00
631T.MAIT.vesicle8.50e-05Nonsignificant0.960.66Other3765
632MONO.CD14.cord_tolerance8.11e-05Nonsignificant1.000.14Other864753
633MEL.stress_glucocorticoid8.09e-05Nonsignificant0.930.46Other1134
634EPI.lung_multiciliated.mature_motile_cilia7.38e-05Nonsignificant—1.53Other00
635GRANU.neutrophil.antiviral_endotoxin5.61e-05Nonsignificant—0.00Other00
636EPI.hepatic_ductular_cholangiocyte.stress5.45e-05Nonsignificant—1.32Other00
637NEU.EXC_CT.Ca2_sensor5.41e-05Nonsignificant—0.00Other00
638MAC.LAM.antimicrobial5.40e-05Nonsignificant0.990.54Other38993
639CM.oxidative_phospho4.99e-05Nonsignificant1.001.01Other266792
640GRNLSA.p53_damage4.80e-05Nonsignificant—0.00Other1310
641CHOND.activated_fibro_like4.56e-05Nonsignificant1.000.44Other531188
642EPI.renal_distal_tubule.ion_transport4.33e-05Nonsignificant—0.00Other00
643EC.liver_sinusoidal.remodeling_lipotoxicity4.23e-05Nonsignificant—0.00Other9058
644EPI.skin_keratinocyte_basal.spinous_transition3.54e-05Nonsignificant—0.00Other00
645ASTRO.homeostatic3.23e-05Nonsignificant1.000.39Other200431
646EPI.intrahepatic_cholangiocyte_defense.secretory_barrier3.09e-05Nonsignificant—0.42Other00
647EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion3.04e-05Nonsignificant—0.16Other53
648CM.mito_proteostasis2.26e-05Nonsignificant1.001.01Other32929
649CM.mechano_activated2.16e-05Nonsignificant1.000.95Other205134
650CM.translation_boost_RPL1.57e-05Nonsignificant1.000.99Other1291
651EPI.hepatic_ductular_cholangiocyte.acute_phase_complement1.39e-05Nonsignificant—0.22Other00
652EPI.pancreatic_ductal_bicarbonate.activated1.27e-05Nonsignificant0.940.63Other107
653GRANU.neutrophil.tissue_patrolling1.25e-05Nonsignificant—0.00Other00
654CM.sarcomere_actin_interface1.09e-05Nonsignificant1.000.95Other45078
655EPI.intrahepatic_cholangiocyte_defense.raft_maturation9.45e-06Nonsignificant—0.00Other00
656MAC.alveolar.capillary_interacting9.39e-06Nonsignificant0.181.24Other113181
657MAC.resident_cardiac.phagocytic_homeostasis7.73e-06Nonsignificant1.000.38Other5641,221
658EPI.skin_keratinocyte_basal.transit_amplifying7.33e-06Nonsignificant—0.00Other00
659EPI.pancreatic_ductal_bicarbonate.junctional_remodel7.01e-06Nonsignificant—0.00Other49237
660EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo6.98e-06Nonsignificant—0.73Other00
661EPI.salivary_mucous_acinar.baseline6.33e-06Nonsignificant——Other394683
662SKM.type_1_slow.contractile5.31e-06Nonsignificant1.000.65Other5968
663MAC.kupffer.metabolic4.39e-06Nonsignificant—0.00Other2536
664ADIPO.inflammatory3.80e-06Nonsignificant—0.00Other00
665MAC.proliferating.stress3.29e-06Nonsignificant—0.00Other87136
666EPI.pancreatic_ductal_mucinous.mucin_rich_barrier2.78e-06Nonsignificant0.920.57Other4491,034
667EPI.lung_multiciliated.baseline2.59e-06Nonsignificant—0.51Other07
668HEP.periportal_metabolic.inflammatory_activated1.37e-06Nonsignificant1.000.42Other7121,610
669SKM.type_1_slow.oxidative1.34e-06Nonsignificant1.000.47Other802251
670EPI.intrahepatic_cholangiocyte_transport.mucin_secretory6.81e-07Nonsignificant—0.00Other00
671MAC.alveolar.stress_metabolic6.66e-07Nonsignificant0.791.03Other116148
672MAC.alveolar.inflammatory5.17e-07Nonsignificant0.790.98Other208312
673GRNLSA.angiocrine_mechanosensory5.16e-07Nonsignificant—0.00Other00
674MAC.alveolar.lipid_autophagy4.17e-07Nonsignificant—0.00Other3544
675EPI.hepatic_ductular_cholangiocyte.barrier_chemokine3.83e-07Nonsignificant—0.31Other69
676EPI.lung_multiciliated.stress3.15e-07Nonsignificant—0.00Other67165
677EPI.pancreatic_ductal_mucinous.remodeling_channel_rich2.36e-07Nonsignificant—0.00Other00
678EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate2.28e-07Nonsignificant—0.00Other00
679EPI.hepatic_ductular_cholangiocyte.polarity1.79e-07Nonsignificant—0.16Other00
680EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling1.73e-07Nonsignificant—0.00Other00
681EPI.extrahepatic_cholangiocyte.barrier_interface1.40e-07Nonsignificant—0.00Other00
682EPI.pancreatic_ductal_bicarbonate.repair_actin_junction1.27e-07Nonsignificant—0.00Other00
683CM.anti_inflammatory1.15e-07Nonsignificant1.000.77Other4241,503
684MAC.alveolar.biosynthetic_sterol_heme3.73e-08Nonsignificant0.910.85Other34740
685EPI.hepatic_ductular_cholangiocyte.ion_transport2.55e-08Nonsignificant—0.00Other00
686EPI.hepatic_ductular_cholangiocyte.secretory_transport1.13e-08Nonsignificant—0.00Other00
687MAC.alveolar.scavenging_endocytic8.50e-10Nonsignificant—0.00Other140283
688CM.translation_boost_RPS3.31e-10Nonsignificant1.000.56Other6916

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

0 unique genes. Showing 0–0. 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)

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.