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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.

GCST90385168 · All tissues

DTI autoptx L2 atr l tract: 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: White matter microstructure

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)
1induced_pluripotent_stem_cell17.46Significant3.30e-491.38Relevant00
2natural_killer_cell8.59Significant9.58e-401.33Specific1,2042,052
3haematopoietic_progenitor_cell5.59Significant0.511.15Other262502
4endothelial_cell5.29Nominal6.80e-111.15Other373974
5adipose_stem_and_progenitor_cell2.81Nonsignificant1.001.00Other327954
6innate_lymphoid_cell_22.72Nonsignificant1.001.01Other38
7platelet2.16Nonsignificant—0.42Other85104
8neuron1.91Nonsignificant1.000.86Other3301,328
9cardiomyocyte1.61Nonsignificant1.000.91Other5332,045
10muscle_stem_cell1.61Nonsignificant1.000.89Other727
11T_cell1.38Nonsignificant1.000.85Other470959
12mesothelial_cell0.91Nonsignificant1.000.85Other636
13fibroblast0.90Nonsignificant1.000.73Other184826
14monocyte0.58Nonsignificant1.000.60Other2,1763,871
15oligodendrocyte_precursor_cell0.51Nonsignificant1.000.62Other4611,454
16schwann_cell0.51Nonsignificant1.000.77Other1057
17smooth_muscle_cell0.23Nonsignificant1.000.54Other27139
18granulosa_cell0.21Nonsignificant1.000.64Other293670
19dendritic_cell0.17Nonsignificant1.000.58Other496724
20plasma_cell0.17Nonsignificant1.000.47Other1724
21epithelial_cell0.15Nonsignificant1.000.50Other2447
22melanocyte0.14Nonsignificant1.000.51Other97309
23pericyte0.13Nonsignificant1.000.50Other128517
24macrophage0.10Nonsignificant1.000.52Other8131,732
25granulocyte0.08Nonsignificant1.000.50Other56
26thymocyte0.07Nonsignificant1.000.48Other168512
27astrocyte0.06Nonsignificant1.000.43Other2561,203
28B_cell0.01Nonsignificant1.000.29Other356694
29adipocyte0.01Nonsignificant1.000.41Other33111
30microglia0.01Nonsignificant1.000.31Other61129
31chondrocyte5.32e-03Nonsignificant1.000.24Other5481,069
32skeletal_muscle_cell2.11e-03Nonsignificant1.000.25Other9442,600
33oligodendrocyte1.62e-03Nonsignificant1.000.15Other3851,507
34hepatocyte1.11e-03Nonsignificant1.000.17Other1,5153,822

Subtype rankings — L1S (152)

Subtypes ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1IPSC.induced_pluripotent_stem_cell17.46Significant——Relevant00
2NK.natural_killer_cell8.59Significant——Specific1,2042,045
3EC.heart_remodeling7.53Significant4.98e-051.51Specific5691,594
4EC.arterial6.68Significant2.71e-031.32Specific356885
5EC.capillary6.53Significant4.00e-071.50Specific5141,635
6HPC.haematopoietic_progenitor_cell5.59Significant——Other211370
7T.CD8_Tem5.41Nominal1.60e-491.96Other1,0831,857
8NEU.EXC_NTNG14.88Nominal—1.63Other00
9EC.liver_sinusoidal4.02Nominal1.000.68Other1,0831,925
10T.CD4_cytotoxic2.94Nonsignificant2.44e-031.41Other8551,493
11NEU.EXC_SYT22.85Nonsignificant—0.60Other4077
12NEU.EXC_CT2.81Nonsignificant0.291.26Other362384
13ASPC.adipose_stem_and_progenitor_cell2.81Nonsignificant——Other324930
14EC.venous2.79Nonsignificant1.000.06Other5161,387
15ILC2.innate_lymphoid_cell_22.72Nonsignificant——Other20
16EPI.colonic_enteroendocrine2.45Nonsignificant—1.62Other11
17PLAT.platelet2.16Nonsignificant—0.00Other3853
18FIB.neurolectin_mucosa2.04Nonsignificant0.141.29Other133394
19FIB.barrier_secretory2.03Nonsignificant0.831.13Other81228
20NEU.EXC_IT1.92Nonsignificant0.011.43Other411192
21T.CD8_naive1.79Nonsignificant8.95e-051.26Other317708
22T.CD8_transitional1.79Nonsignificant0.221.11Other497932
23FIB.interstitial1.73Nonsignificant5.34e-131.51Other288940
24T.CD8_Tcm1.72Nonsignificant0.951.04Other460926
25T.gamma_delta1.67Nonsignificant0.221.16Other5881,078
26CM.cardiomyocyte1.61Nonsignificant——Other5242,032
27MUSC.muscle_stem_cell1.61Nonsignificant——Other418
28NEU.INH_VIP1.54Nonsignificant0.980.73Other241366
29FIB.tracheal_subepithelial1.51Nonsignificant—0.72Other00
30NEU.INH_PVALB1.43Nonsignificant0.980.59Other193183
31FIB.reticular1.38Nonsignificant0.831.04Other1987
32EC.lymphatic1.29Nonsignificant1.000.03Other630998
33FIB.barrier_purinergic1.27Nonsignificant—0.51Other13
34FIB.transitioning1.25Nonsignificant0.831.03Other172497
35EPI.thymic_cortical1.12Nonsignificant0.041.33Other442824
36EPI.cervical_suprabasal1.04Nonsignificant—1.88Other1450
37T.CD4_Th170.98Nonsignificant1.000.75Other421794
38NEU.INH_LAMP50.97Nonsignificant0.980.60Other263532
39MESO.mesothelial_cell0.91Nonsignificant——Other218
40MAC.alveolar0.87Nonsignificant3.79e-031.16Other1,4323,122
41T.CD4_naive0.85Nonsignificant1.000.63Other399866
42T.CD4_Tem0.79Nonsignificant1.000.71Other365697
43T.MAIT0.77Nonsignificant1.000.70Other469855
44EPI.renal_proximal_tubule0.74Nonsignificant0.021.32Other525806
45T.CD8_Trm0.64Nonsignificant1.000.53Other211346
46MONO.CD140.63Nonsignificant2.89e-071.27Other2,2944,139
47FIB.perivascular_interface0.62Nonsignificant1.000.77Other00
48FIB.skin_sheath0.62Nonsignificant1.000.85Other49118
49EPI.salivary_duct_excretory0.61Nonsignificant0.341.19Other85180
50EPI.lung_club_secretory0.59Nonsignificant0.111.33Other514
51OPC.oligodendrocyte_precursor_cell0.51Nonsignificant——Other4131,269
52SCHWN.schwann_cell0.51Nonsignificant——Other733
53EPI.tracheal_basal0.48Nonsignificant0.461.12Other3981,120
54EPI.colonic_tuft0.48Nonsignificant—1.29Other724
55EPI.ileal_enterocyte_absorptive0.47Nonsignificant0.371.13Other118338
56EPI.tracheal_suprabasal0.47Nonsignificant1.001.06Other2956
57FIB.skin_papillary0.47Nonsignificant—0.07Other00
58T.CD4_Tcm0.47Nonsignificant1.000.31Other494988
59EPI.renal_distal_tubule0.46Nonsignificant1.001.02Other133361
60EPI.endocervical_secretory0.43Nonsignificant—1.19Other00
61EPI.renal_intercalated_cell_type_B0.41Nonsignificant—1.16Other67
62EPI.intrahepatic_cholangiocyte_transport0.38Nonsignificant—0.61Other1242
63EPI.ileal_bile_transport0.37Nonsignificant0.831.09Other6193
64FIB.skin_tenogenic0.36Nonsignificant—0.00Other108227
65FIB.skin_neurosecretory0.36Nonsignificant—0.00Other00
66EPI.salivary_mucous_acinar0.35Nonsignificant0.441.10Other6391,189
67EPI.renal_intercalated_cell_type_A0.33Nonsignificant1.001.04Other67142
68MONO.CD160.30Nonsignificant1.000.72Other1,3041,835
69T.CD4_Th20.26Nonsignificant—0.00Other12
70EPI.salivary_intercalated_defense0.26Nonsignificant1.000.98Other81161
71FIB.adventitial0.26Nonsignificant1.000.67Other2681,447
72EPI.salivary_duct_ion_transport0.24Nonsignificant1.000.99Other511
73EPI.tracheal_submucosal_gland0.23Nonsignificant—0.75Other00
74EPI.skin_keratinocyte_progenitor0.23Nonsignificant—0.77Other03
75EPI.lung_multiciliated0.23Nonsignificant1.001.00Other1649
76DC.cDC20.23Nonsignificant1.55e-031.18Other1,1891,793
77FIB.suburothelial0.23Nonsignificant1.000.66Other122432
78SMC.smooth_muscle_cell0.23Nonsignificant——Other20101
79GRNLSA.granulosa_cell0.21Nonsignificant——Other2570
80EPI.skin_sebaceous_duct_luminal0.20Nonsignificant1.000.97Other100249
81EPI.pancreatic_islet0.20Nonsignificant0.741.13Other52132
82PC.IgG_systemic0.19Nonsignificant0.661.08Other4160
83EPI.ileal_enterocyte_crypt0.18Nonsignificant1.000.88Other67113
84T.CD4_transitional0.17Nonsignificant1.000.16Other48110
85PC.IgA_muocsal0.17Nonsignificant0.750.91Other1831
86FIB.lung_alveolar0.16Nonsignificant—0.00Other615
87MAC.microglia_like0.15Nonsignificant1.000.98Other124179
88MEL.melanocyte0.14Nonsignificant——Other79242
89EPI.gastric_foveolar0.14Nonsignificant—0.59Other00
90PERI.pericyte0.13Nonsignificant——Other1170
91GRANU.MAST0.13Nonsignificant4.69e-041.58Other56
92EPI.renal_thick_ascending_limb0.13Nonsignificant1.000.91Other4531,153
93EPI.skin_sweat_duct_keratinocyte0.11Nonsignificant1.000.88Other146301
94EPI.pancreatic_acinar0.11Nonsignificant1.000.97Other4291,475
95T.CD4_Trm0.11Nonsignificant1.000.40Other176363
96EPI.skin_keratinocyte_proliferating0.10Nonsignificant0.831.13Other4776
97HEP.pericentral_lipoprotein0.09Nonsignificant—2.64Other00
98EPI.renal_principal_cell0.08Nonsignificant1.000.80Other207403
99EPI.alveolar_type_10.07Nonsignificant1.000.77Other26101
100THYMO.thymocyte0.07Nonsignificant——Other163495
101MAC.proliferating0.07Nonsignificant1.000.93Other87253
102T.CD4_Tfh0.06Nonsignificant1.000.07Other4745
103T.CD4_Treg0.06Nonsignificant1.000.10Other244511
104EPI.pancreatic_ductal_mucinous0.06Nonsignificant0.191.26Other219430
105ASTRO.astrocyte0.06Nonsignificant——Other2281,111
106MAC.MDM0.05Nonsignificant1.000.96Other623986
107B.age_associated0.05Nonsignificant0.521.18Other207350
108MAC.resident_repair0.05Nonsignificant1.000.96Other7961,426
109EPI.esophageal_basal0.04Nonsignificant1.000.81Other410
110EPI.ectocervical_granular0.04Nonsignificant—0.15Other1123
111B.germinal_center0.04Nonsignificant0.571.11Other233655
112FIB.hepatic_stellate_cell0.04Nonsignificant—0.00Other64252
113MAC.resident_iron0.03Nonsignificant1.000.90Other1621
114DC.mig0.03Nonsignificant—0.33Other89156
115EPI.bile_duct_cholangiocyte0.03Nonsignificant1.000.85Other3760
116EPI.pancreatic_ductal_bicarbonate0.03Nonsignificant1.000.74Other131548
117EPI.renal_immature_ureteric_bud0.03Nonsignificant1.000.74Other217569
118MAC.LAM0.02Nonsignificant1.000.85Other9142,064
119EPI.salivary_serous_acinar0.02Nonsignificant1.000.73Other233531
120EPI.skin_hair_follicle_bulge0.02Nonsignificant1.001.03Other51178
121B.memory0.02Nonsignificant0.571.01Other442882
122EPI.intrahepatic_cholangiocyte_defense0.02Nonsignificant—0.00Other813
123EPI.thymic_medullary0.02Nonsignificant1.000.62Other26133
124EPI.skin_hair_follicle_companion0.01Nonsignificant—0.13Other812
125ADIPO.adipocyte0.01Nonsignificant——Other2062
126EPI.ileal_goblet0.01Nonsignificant1.000.56Other181432
127MG.microglia0.01Nonsignificant——Other490
128MAC.kupffer9.37e-03Nonsignificant1.000.78Other189530
129B.naive7.18e-03Nonsignificant1.000.84Other307595
130EPI.hepatic_ductular_cholangiocyte6.09e-03Nonsignificant1.000.52Other83243
131MAC.resident_cardiac5.52e-03Nonsignificant1.000.64Other4851,074
132CHOND.chondrocyte5.32e-03Nonsignificant——Other519730
133EPI.esophageal_suprabasal4.99e-03Nonsignificant1.000.48Other158404
134EPI.skin_keratinocyte_basal4.92e-03Nonsignificant—0.00Other1326
135EPI.colonocyte3.92e-03Nonsignificant1.000.47Other294815
136EPI.pancreatic_ductal_perivascular3.64e-03Nonsignificant1.000.60Other430
137SKM.type_2_fast3.50e-03Nonsignificant7.79e-231.71Other9722,639
138EPI.skin_follicular_keratinizing2.82e-03Nonsignificant1.000.43Other3081
139OLG.oligodendrocyte1.62e-03Nonsignificant——Other3841,397
140DC.pDC1.34e-03Nonsignificant1.000.36Other4961,028
141EPI.pancreatic_ductal_progenitor1.18e-03Nonsignificant1.000.33Other234873
142HEP.periportal_metabolic9.57e-04Nonsignificant8.84e-081.12Other1,7504,427
143HEP.canalicular_transport9.55e-04Nonsignificant0.481.03Other1,2903,434
144EPI.skin_interfollicular_spinous7.88e-04Nonsignificant1.000.30Other260563
145EPI.extrahepatic_cholangiocyte6.51e-04Nonsignificant—0.00Other3771
146DC.cDC14.00e-04Nonsignificant1.000.18Other55112
147EPI.skin_appendage_keratinocyte3.45e-04Nonsignificant1.000.21Other87222
148EPI.salivary_myoepithelial3.28e-04Nonsignificant1.000.23Other191714
149HEP.acute_phase3.18e-04Nonsignificant0.940.89Other1,4413,641
150SKM.type_1_slow2.45e-04Nonsignificant2.28e-201.68Other9232,478
151EPI.alveolar_type_21.52e-04Nonsignificant1.000.26Other8131,853
152GRANU.neutrophil1.23e-04Nonsignificant1.000.00Other1,2352,649

State rankings — L2 (688)

States ranked by mean IC score
Browsers#Cell populationMean IC scoreSignificanceCSEA FDRCSEA NESTierMeta traits (Specific)Individual traits (Specific)
1IPSC.mesenchymal_primed40.72Significant6.89e-251.99—00
2IPSC.midbrain_primed39.29Significant2.47e-031.65Relevant00
3IPSC.neural_primed38.05Significant1.08e-071.72—00
4IPSC.stress29.28Significant0.081.40Relevant00
5IPSC.stromal_primed17.21Significant0.991.03—00
6IPSC.neuroendocrine_primed16.71Significant—0.46—00
7NK.immature_bridge12.57Significant3.39e-062.48—117122
8EC.heart_remodeling.capillary_metabolic11.70Significant0.171.55Relevant54414
9EC.arterial.metabolic11.37Significant1.41e-031.72—195159
10IPSC.mesendo_primed10.89Significant1.000.75—00
11EC.heart_remodeling.angiocrine10.20Significant0.171.31Specific182525
12NK.cytokine_biosynthetic_primed10.16Significant0.101.61—36021
13NK.cytokine_vascular_patrolling10.06Significant4.80e-031.86—86394
14EC.heart_remodeling.remodeling_secretory9.86Significant0.021.62Specific6051,341
15HPC.MEP9.71Significant0.241.48Relevant5991,195
16IPSC.axial_identity_primed9.68Significant1.000.42—00
17NK.cytokine_repair_primed9.60Significant0.401.41—26611
18NK.cytokine_quiescent9.48Significant0.101.53Specific6231,062
19NK.cytokine_axis_baseline9.24Significant0.041.52—1,172116
20EC.capillary.angiocrine9.00Significant9.50e-052.00Specific250630
21IPSC.proliferative8.65Significant1.000.37—00
22EC.arterial.elastic8.47Significant0.321.34—2245
23NK.adaptive_HLAE_tuned8.32Significant1.000.74—1,124189
24NK.adaptive_classII_inhibitory8.27Significant1.000.80—880154
25MONO.CD14.cord_tolerance8.11Significant1.55e-111.61Specific864753
26NK.adaptive_biosynthetic_primed7.97Significant1.001.02Relevant244405
27NK.adaptive_axis_baseline7.94Significant1.000.69—1,008153
28EC.capillary.postcap_venule7.91Significant0.111.47—355261
29EC.arterial.inflammatory7.75Significant0.681.11—6350
30T.CD8_Tem.TEMRA7.66Significant2.73e-092.56Specific9201,088
31T.CD8_Tcm.NK_like7.44Significant3.94e-061.79Specific334581
32EC.arterial.mito_contact7.43Significant0.561.24Other145
33EC.capillary.migratory7.26Significant0.301.34Relevant181509
34EPI.colonic_enteroendocrine.progenitor6.91Significant—0.97Relevant00
35EC.liver_sinusoidal.stress6.68Significant—1.38Relevant413158
36NK.adaptive_adipose_stress6.56Significant1.000.41—37439
37NK.cytokine_tissue_activation6.49Significant1.000.62Relevant267450
38HPC.LMPP6.42Significant0.461.12Relevant6531
39EC.capillary.baseline6.28Significant0.851.03Specific246560
40EC.capillary.stress6.24Significant1.000.76Relevant4436
41T.CD8_Tem.signaling_turnover6.12Significant0.411.35Specific425683
42HPC.MPP_IEG6.08Significant0.461.14Relevant4546
43T.CD8_Tem.motility_primed5.83Significant0.811.07Relevant2694
44FIB.adventitial.activated_remodelling5.78Significant—2.46Other141319
45NK.adaptive_immature_precursor5.73Significant1.000.22—358111
46NEU.EXC_NTNG1.nuclear_reg5.68Significant—0.67Relevant00
47EC.liver_sinusoidal.remodeling_lipotoxicity5.64Significant—0.88Relevant9058
48EC.venous.quiescent_homeostatic5.56Significant0.031.52Other456360
49EC.arterial.arteriole_interface5.50Nominal1.000.77Other3112
50NEU.EXC_SYT2.nuclear_reg5.45Nominal—0.97Relevant00
51ASPC.remodeling5.44Nominal2.37e-082.42Other106354
52EC.liver_sinusoidal.inflammatory5.27Nominal—0.56Other223154
53EC.arterial.arteriole_gas_exchange5.12Nominal1.000.62Other238131
54T.CD8_Tem.early_helper_like5.12Nominal0.910.92Other445755
55ILC2.activated5.12Nominal—0.00Other00
56EC.capillary.angiogenic_tip5.08Nominal1.000.57Other186218
57PLAT.megakaryocytic5.04Nominal—0.97Other00
58EC.heart_remodeling.activated_acute4.93Nominal1.000.48Other102186
59EC.venous.cardiac_structural4.91Nominal8.23e-031.81Other102229
60NEU.EXC_CT.Ca2_sensor4.85Nominal—1.59Other00
61T.CD8_Tem.stress_adapted4.79Nominal1.000.30Other607520
62EC.venous.adipose_lipid4.58Nominal0.101.43Other254476
63ASPC.inflammatory4.55Nominal0.051.73Other2161
64EC.arterial.homeostatic4.40Nominal1.000.40Other243
65EC.capillary.activated4.27Nominal1.000.53Other25
66EC.capillary.inflammatory4.25Nominal1.000.12Other2751
67T.CD8_Tem.baseline4.20Nominal1.000.07Other458356
68NEU.EXC_CT.Ca2_signaling4.07Nominal—0.79Other6817
69NK.cytokine_tissue_resident3.97Nominal1.000.02Other7482
70NEU.EXC_NTNG1.synaptic3.96Nominal—0.00Other00
71IPSC.endoderm_primed3.94Nominal1.000.09Other00
72NK.adaptive_terminal_cytotoxic3.93Nominal1.000.08Other485802
73EC.arterial.ion_pump3.80Nominal1.000.43Other32
74NK.cytokine_lung_immediate_early3.74Nominal1.000.01Other424274
75EC.venous.remodeling_stalk3.72Nominal0.221.30Other559566
76EC.heart_remodeling.translation_boost3.69Nominal—0.00Other00
77NEU.EXC_IT.structural3.66Nominal0.061.39Other17141
78T.CD4_cytotoxic.terminal_effector3.64Nominal0.211.52Other28621
79EC.heart_remodeling.remodeling_stalk3.62Nominal1.000.31Other33111
80EC.arterial.angiogenic_tip3.41Nominal—0.00Other3037
81ASPC.proliferative3.35Nominal0.431.31Other3385
82ASPC.activated3.29Nominal0.181.39Other164162
83EC.liver_sinusoidal.secretory_lipoprotein3.26Nominal1.000.81Other12070
84IPSC.canonical_pluripotent3.24Nominal1.000.00Other00
85HPC.MPP_activated3.13Nominal—0.00Other00
86ASPC.baseline3.13Nominal0.251.21Other363170
87T.CD4_cytotoxic.NK_adapted2.99Nonsignificant0.401.34Other8233
88ASPC.preadipocyte_lipid_primed2.87Nonsignificant0.431.12Other331129
89EC.liver_sinusoidal.hypoxia_metabolic2.82Nonsignificant1.000.10Other183107
90HPC.GMP_inflammatory2.80Nonsignificant0.940.51Other2010
91FIB.interstitial.mesenchymal_APC2.79Nonsignificant0.011.72Other8133
92FIB.interstitial.stress_secretory2.77Nonsignificant0.031.84Other9256
93NEU.EXC_IT.callosal2.72Nonsignificant0.811.09Other286119
94EC.heart_remodeling.perivascular2.62Nonsignificant1.000.00Other124408
95T.CD8_transitional.effector_primed2.62Nonsignificant4.70e-051.77Other435151
96NEU.INH_PVALB.chandelier2.58Nonsignificant2.34e-042.34Other1916
97FIB.reticular.stress_metallothionein2.54Nonsignificant—0.79Other332
98EPI.lung_club_secretory.ciliogenesis_axoneme2.52Nonsignificant—1.13Other00
99T.CD4_cytotoxic.baseline2.47Nonsignificant0.970.65Other00
100EC.liver_sinusoidal.prostanoid2.47Nonsignificant—0.00Other1164
101ASPC.adipocyte_capillary_interface2.43Nonsignificant1.000.60Other2154
102NEU.EXC_CT.remodeling2.35Nonsignificant—0.00Other231
103FIB.barrier_secretory.remodeling2.34Nonsignificant—0.00Other00
104NEU.INH_VIP.serotonergic2.33Nonsignificant—0.90Other92
105EC.venous.baseline2.31Nonsignificant1.000.55Other346807
106FIB.neurolectin_mucosa.nerve_interface2.29Nonsignificant—0.00Other40
107HPC.GMP_granulocytic2.22Nonsignificant—0.00Other33
108T.CD4_cytotoxic.activated2.22Nonsignificant0.970.40Other31
109NEU.EXC_IT.guidance2.20Nonsignificant1.000.97Other27463
110T.CD8_naive.mito_proteostasis2.20Nonsignificant0.111.63Other428100
111MUSC.activated_migratory2.17Nonsignificant2.58e-032.57Other67
112ASPC.stem_like_progenitor2.14Nonsignificant1.000.67Other300842
113T.CD8_naive.innate_like2.10Nonsignificant0.111.75Other101
114NEU.INH_VIP.nuclear_reg2.10Nonsignificant—0.76Other204
115T.gamma_delta.cytotoxic_effector2.09Nonsignificant6.77e-042.00Other349109
116FIB.neurolectin_mucosa.inflammatory2.04Nonsignificant0.571.26Other52110
117T.CD8_Tcm.gut_homing2.01Nonsignificant0.121.37Other380112
118T.CD8_naive.vesicle_secretory2.00Nonsignificant0.411.24Other420
119EC.lymphatic.tip_migratory1.98Nonsignificant0.511.35Other2337
120FIB.neurolectin_mucosa.remodeling_repair1.97Nonsignificant—0.08Other42
121FIB.interstitial.lipid_matrix1.95Nonsignificant0.221.29Other258191
122CM.oxidative_phospho1.95Nonsignificant0.321.54Other266792
123NEU.EXC_CT.projector1.94Nonsignificant1.000.00Other8726
124ILC2.quiescent1.93Nonsignificant—0.00Other00
125FIB.neurolectin_mucosa.axon_responsive1.91Nonsignificant0.780.62Other1010
126NEU.INH_VIP.cannabinoid1.89Nonsignificant—0.41Other00
127FIB.barrier_purinergic.stress_GF_binding1.88Nonsignificant—0.97Other00
128T.CD4_cytotoxic.precursor1.84Nonsignificant0.970.61Other15667
129NEU.INH_VIP.matrix1.81Nonsignificant—0.41Other2477
130T.CD8_naive.cytokine_dampened1.81Nonsignificant0.411.16Other714
131FIB.barrier_secretory.homeostasis1.80Nonsignificant—0.00Other00
132EC.lymphatic.activated1.80Nonsignificant0.691.13Other4773
133CM.mito_proteostasis1.79Nonsignificant0.501.34Other32929
134T.CD8_naive.splicing_enriched1.78Nonsignificant0.970.80Other12016
135T.CD8_naive.baseline1.76Nonsignificant0.970.78Other1422
136T.CD8_naive.nfkb_related1.75Nonsignificant0.361.34Other10
137CM.sarcomere_actin_interface1.71Nonsignificant0.811.15Other45078
138DC.cDC2.lipid_metabolic1.70Nonsignificant—1.31Other00
139NEU.INH_VIP.opioid1.68Nonsignificant—0.26Other509
140MAC.alveolar.capillary_interacting1.67Nonsignificant0.101.66Other113181
141NEU.INH_VIP.canonical_disinhibitory1.67Nonsignificant0.491.04Other5938
142T.CD8_transitional.APC_like1.65Nonsignificant0.860.93Other20562
143NEU.INH_PVALB.metabotropic1.63Nonsignificant—0.21Other00
144CM.baseline1.63Nonsignificant0.811.07Other3930
145ASPC.niche_keeping_progenitor1.62Nonsignificant1.000.17Other52219
146MONO.CD14.inflammatory1.62Nonsignificant0.241.42Other92134
147T.CD4_Tem.cytotoxic_effector1.61Nonsignificant8.03e-041.52Other225398
148IPSC.mesodermal_primed1.60Nonsignificant1.000.08Other00
149T.CD8_transitional.Trm_primed1.60Nonsignificant0.811.06Other10815
150ASPC.secretory1.58Nonsignificant1.000.07Other765
151CM.anti_inflammatory1.57Nonsignificant0.811.06Other4241,503
152T.gamma_delta.early_effector1.56Nonsignificant0.990.80Other890
153T.CD8_naive.effector_transition1.55Nonsignificant0.970.57Other3562
154EC.venous.activated1.53Nonsignificant1.000.58Other247752
155MUSC.baseline1.51Nonsignificant0.850.65Other00
156CM.translation_boost_RPS1.51Nonsignificant1.000.72Other6916
157FIB.interstitial.immune_interact1.51Nonsignificant1.000.63Other121
158T.CD8_naive.lipid_synthesis1.51Nonsignificant0.771.00Other64
159FIB.tracheal_subepithelial.baseline1.51Nonsignificant—0.00Other00
160CM.translation_boost_RPL1.51Nonsignificant1.000.78Other1291
161FIB.transitioning.secretory_procollagen1.50Nonsignificant—0.61Other00
162EPI.cervical_suprabasal.secretory_vesicle1.48Nonsignificant—0.73Other00
163MUSC.early_activation1.46Nonsignificant0.850.74Other432
164SCHWN.reactive_inflammatory1.43Nonsignificant—1.14Other00
165FIB.reticular.immune_interface1.42Nonsignificant—0.10Other16
166MUSC.quiescent_reservoir1.40Nonsignificant0.850.45Other28
167CM.osmoprotection1.40Nonsignificant1.000.57Other3457
168FIB.reticular.ECM_builder1.40Nonsignificant—0.18Other00
169CM.inflammatory1.39Nonsignificant—0.00Other00
170T.CD8_transitional.early1.38Nonsignificant0.990.56Other32755
171T.gamma_delta.central_memory1.36Nonsignificant0.990.38Other460919
172FIB.transitioning.ISG_primed_interface1.36Nonsignificant—0.27Other1780
173T.CD8_Tcm.baseline1.30Nonsignificant1.000.71Other9089
174MESO.baseline1.30Nonsignificant0.231.22Other06
175T.CD4_Th17.migratory1.28Nonsignificant0.481.15Other1323
176NEU.INH_PVALB.serotonergic1.26Nonsignificant—0.00Other00
177T.CD4_Tcm.Th2_like1.26Nonsignificant0.211.51Other2355
178MONO.CD14.repair_M2_like1.25Nonsignificant0.521.13Other5501,495
179EPI.thymic_cortical.baseline1.25Nonsignificant8.44e-032.48Other185386
180NEU.EXC_SYT2.synaptic1.23Nonsignificant—0.00Other00
181NEU.INH_LAMP5.exc_inh_balance1.21Nonsignificant—0.71Other462
182ASPC.mesothelial_like1.18Nonsignificant1.000.61Other143486
183EPI.thymic_cortical.Notch_interface1.18Nonsignificant—0.00Other82137
184FIB.transitioning.motility_remodelling1.15Nonsignificant—0.00Other00
185FIB.interstitial.remodeling1.15Nonsignificant1.000.21Other319
186ILC2.migratory1.14Nonsignificant—6.94e-17Other00
187NEU.INH_VIP.excitatory_coupled1.13Nonsignificant—0.00Other130
188CM.mechano_activated1.12Nonsignificant1.000.51Other205134
189EPI.renal_distal_tubule.repair1.10Nonsignificant—0.64Other34102
190NEU.EXC_IT.neuromodulated1.10Nonsignificant1.000.59Other176116
191T.CD4_naive.survival_mitoprot1.10Nonsignificant0.451.34Other137
192T.CD8_Tcm.effector_bias1.09Nonsignificant1.000.74Other199329
193T.CD8_transitional.stress1.09Nonsignificant—0.00Other2434
194NEU.INH_VIP.develop_niche1.06Nonsignificant—0.00Other00
195MESO.antiviral1.05Nonsignificant—0.00Other38
196MAC.alveolar.inflammatory1.04Nonsignificant0.251.36Other208312
197FIB.transitioning.matrix_stress1.03Nonsignificant—0.00Other47138
198T.CD4_naive.neddylation_mitoprot1.03Nonsignificant0.731.15Other9356
199EC.lymphatic.baseline1.02Nonsignificant0.740.97Other3872
200NEU.INH_PVALB.nuclear_reg1.02Nonsignificant0.750.69Other2512
201T.CD4_naive.purinergic1.00Nonsignificant0.911.06Other491
202T.CD4_Th17.baseline0.97Nonsignificant0.171.43Other515
203T.CD4_naive.gut_prone0.96Nonsignificant0.451.44Other3570
204T.CD4_naive.homeostatic0.95Nonsignificant0.311.27Other215108
205NEU.INH_LAMP5.glial_interface0.95Nonsignificant—0.18Other00
206GRNLSA.EMT_insulin_signaling0.92Nonsignificant0.481.18Other4784
207EPI.intrahepatic_cholangiocyte_transport.protease_shield_hippo0.90Nonsignificant—0.73Other00
208FIB.reticular.stromal_niche0.89Nonsignificant0.840.61Other00
209T.CD4_naive.survival0.88Nonsignificant0.911.08Other1217
210T.MAIT.quiescent0.88Nonsignificant0.381.46Other1005
211T.MAIT.vesicle0.88Nonsignificant0.860.88Other3765
212T.CD4_naive.mature0.87Nonsignificant1.000.93Other211100
213T.MAIT.cytotoxic0.87Nonsignificant0.861.15Other5215
214T.CD4_naive.mature_mitoprot0.85Nonsignificant0.911.03Other212476
215FIB.perivascular_interface.lipid_shuttle0.84Nonsignificant—0.30Other51170
216NEU.INH_PVALB.neuromodulatory0.83Nonsignificant—0.00Other00
217DC.cDC2.monocyte_like0.83Nonsignificant0.511.17Other1,285791
218EPI.thymic_cortical.secretory_remodeling0.83Nonsignificant—0.00Other41
219MAC.alveolar.scavenging_endocytic0.81Nonsignificant—0.03Other140283
220SCHWN.translation_boost0.81Nonsignificant—0.62Other81
221T.MAIT.early_activation0.81Nonsignificant0.861.00Other574
222EPI.renal_distal_tubule.ciliated_remodelling0.80Nonsignificant—1.04Other00
223EPI.ileal_enterocyte_crypt.proliferative_G2M0.80Nonsignificant—0.74Other1954
224MESO.activated_migratory0.78Nonsignificant—0.00Other00
225FIB.barrier_purinergic.lipid_secretory0.78Nonsignificant—0.00Other00
226T.CD4_naive.resist_bystander0.78Nonsignificant1.000.86Other4025
227EPI.renal_proximal_tubule.detox_antioxidant0.77Nonsignificant0.221.71Other39477
228NEU.INH_LAMP5.projecting0.76Nonsignificant—0.00Other00
229MAC.alveolar.lipid_autophagy0.76Nonsignificant—0.00Other3544
230FIB.skin_sheath.ECM_immune0.76Nonsignificant—0.35Other00
231T.CD4_naive.neddylation0.76Nonsignificant1.000.70Other104222
232T.CD8_Trm.dendritic_recruiter0.75Nonsignificant0.561.11Other4785
233T.CD4_Tem.long_term_memory0.75Nonsignificant0.611.09Other314587
234T.MAIT.MAPK_brake0.75Nonsignificant0.860.82Other4466
235T.CD8_Trm.cytotoxic0.75Nonsignificant0.251.28Other16585
236T.CD8_Trm.homeostatic0.74Nonsignificant0.251.23Other425
237FIB.interstitial.mesenchymal_regulator0.74Nonsignificant1.000.06Other44
238T.CD4_Th17.cytotoxic0.71Nonsignificant0.890.65Other332123
239ASPC.signal_integrator0.70Nonsignificant—0.00Other00
240CM.contractile_oxphos0.70Nonsignificant1.000.07Other619
241EPI.renal_proximal_tubule.onecarbon_peroxisome0.70Nonsignificant0.930.24Other5889
242NEU.INH_LAMP5.rosehip0.69Nonsignificant—0.00Other00
243EPI.salivary_duct_excretory.baseline0.67Nonsignificant9.44e-032.12Other2357
244T.CD4_Tcm.synapse_dynamics0.66Nonsignificant0.941.23Other1510
245NEU.INH_PVALB.fastspike0.66Nonsignificant—0.00Other2422
246NEU.INH_VIP.regulatory_remodeling0.65Nonsignificant—0.00Other61
247EPI.ileal_enterocyte_absorptive.brush_border0.65Nonsignificant3.81e-072.73Other5801,717
248OPC.proliferative_immune_interact0.65Nonsignificant0.181.52Other180373
249EPI.tracheal_suprabasal.transitional_wound0.63Nonsignificant—0.60Other161
250T.CD4_naive.survival_neddylation0.62Nonsignificant1.000.78Other2638
251FIB.perivascular_interface.vasomotor_tone0.60Nonsignificant—0.32Other00
252EPI.cervical_suprabasal.inflammatory_repair0.59Nonsignificant—0.00Other00
253NEU.INH_VIP.LAMP5_hybrid0.59Nonsignificant—0.00Other19
254OPC.premyelinating0.59Nonsignificant0.371.23Other18512
255MONO.CD16.platelet_bound0.58Nonsignificant0.221.36Other372508
256T.CD4_naive.proteostasis_mitoprot0.58Nonsignificant1.000.55Other1537
257FIB.skin_sheath.neuro_vascular_interface0.57Nonsignificant—6.94e-17Other00
258MAC.alveolar.biosynthetic_sterol_heme0.56Nonsignificant0.980.43Other34740
259T.CD4_Tcm.imprinted_splicing0.56Nonsignificant0.941.03Other617
260EC.lymphatic.scavenger0.56Nonsignificant1.000.16Other203257
261T.CD4_Tcm.tissue_homing0.55Nonsignificant0.941.09Other7846
262T.CD4_naive.proteostasis0.54Nonsignificant1.000.47Other149
263T.CD4_Tcm.effector_like0.54Nonsignificant0.941.11Other293533
264EPI.tracheal_basal.homeostatic_progenitor0.53Nonsignificant0.331.54Other28574
265T.CD4_Tcm.RNA_control0.53Nonsignificant0.941.03Other964
266FIB.skin_sheath.stress_chaperone0.52Nonsignificant—0.00Other00
267MEL.dedifferentiated_migratory0.52Nonsignificant—0.83Other00
268T.CD8_Trm.muscosal_Tc170.52Nonsignificant0.630.99Other1938
269EPI.colonic_tuft.homeostatic0.51Nonsignificant—0.42Other00
270EC.lymphatic.valve0.50Nonsignificant—0.00Other00
271T.CD4_Tcm.secretory0.50Nonsignificant0.940.89Other2011
272T.MAIT.migratory0.48Nonsignificant0.990.37Other101
273MESO.secretory_structural0.48Nonsignificant—0.00Other00
274PLAT.adhesion0.48Nonsignificant—0.00Other00
275T.CD4_Tcm.crosstalk_myeloid0.48Nonsignificant0.940.90Other54
276EPI.salivary_duct_excretory.stress0.48Nonsignificant0.850.47Other3368
277FIB.skin_papillary.baseline0.47Nonsignificant—0.00Other00
278T.CD4_Tcm.regulatory_poised0.47Nonsignificant0.940.86Other23
279T.CD4_Tcm.retro_ZNF1170.46Nonsignificant0.940.84Other59
280MONO.CD14.remodeling0.46Nonsignificant1.000.83Other2,373295
281GRNLSA.proliferative_migratory0.45Nonsignificant0.481.11Other248292
282EPI.endocervical_secretory.secretory_translocon0.45Nonsignificant—0.67Other00
283EPI.colonic_tuft.activated0.44Nonsignificant—0.00Other00
284T.CD4_Tcm.DC_interact0.44Nonsignificant0.940.95Other7232
285T.CD4_Tcm.stress0.43Nonsignificant0.940.88Other511
286MAC.microglia_like.patrolling_adhesive0.43Nonsignificant—1.21Other00
287FIB.adventitial.PI16_matrix0.42Nonsignificant0.591.18Other7090
288T.CD8_Tcm.helper_like0.41Nonsignificant1.000.04Other81159
289EPI.renal_intercalated_cell_type_B.baseline0.41Nonsignificant—0.00Other31
290T.CD4_Th2.precursor0.41Nonsignificant—0.48Other00
291EPI.tracheal_basal.activated_stress0.40Nonsignificant0.940.30Other320
292MONO.CD14.baseline0.40Nonsignificant1.000.65Other2,26876
293T.CD8_Trm.inflammatory0.40Nonsignificant1.000.49Other124176
294EPI.pancreatic_islet.beta0.40Nonsignificant0.141.28Other4257
295EPI.ileal_bile_transport.absorptive_xenobiotic0.40Nonsignificant6.58e-032.67Other1112
296HPC.CLP_B_primed0.40Nonsignificant—0.00Other00
297FIB.perivascular_interface.vascular_BM_remodelling0.39Nonsignificant—0.00Other00
298MAC.alveolar.stress_metabolic0.39Nonsignificant0.980.26Other116148
299FIB.adventitial.adhesion_lipid0.38Nonsignificant0.591.33Other58209
300EPI.endocervical_secretory.squamous_barrier0.38Nonsignificant—0.00Other00
301T.CD4_Tem.inflammatory0.38Nonsignificant1.000.58Other286
302MEL.neurotrophic_migratory0.38Nonsignificant—0.85Other00
303FIB.skin_tenogenic.baseline0.36Nonsignificant—0.00Other02
304FIB.skin_neurosecretory.baseline0.36Nonsignificant—0.00Other00
305EPI.renal_intercalated_cell_type_A.PC_transitional0.36Nonsignificant—0.00Other203407
306PC.IgG_systemic.interacting0.36Nonsignificant0.970.99Other00
307EPI.pancreatic_acinar.stress0.36Nonsignificant0.551.12Other2828
308EPI.skin_sebaceous_duct_luminal.secretoglobin_neuro0.35Nonsignificant—1.36Other00
309EPI.salivary_mucous_acinar.baseline0.35Nonsignificant——Other394683
310OPC.homeostatic0.35Nonsignificant0.860.65Other394160
311PC.IgG_systemic.stress0.34Nonsignificant—0.95Other15
312NEU.EXC_IT.transitional0.34Nonsignificant1.000.52Other237142
313EPI.skin_keratinocyte_proliferating.detox_repair0.34Nonsignificant—0.92Other00
314SMC.activated0.34Nonsignificant0.211.29Other25
315MONO.CD14.platelet_bound0.34Nonsignificant1.000.77Other964176
316MESO.activated_stress0.34Nonsignificant—0.00Other00
317MONO.CD16.patrolling0.33Nonsignificant0.221.19Other797216
318MONO.CD16.inflammatory0.33Nonsignificant0.271.14Other1,640168
319T.CD4_Tcm.migratory_cilium0.33Nonsignificant1.000.64Other510
320THYMO.proliferative_S0.33Nonsignificant0.221.12Other163418
321EPI.renal_intercalated_cell_type_A.acid_secretion0.32Nonsignificant0.490.97Other126
322EPI.skin_keratinocyte_progenitor.activated_stress0.32Nonsignificant—0.38Other00
323T.MAIT.stress0.32Nonsignificant—0.00Other00
324EPI.pancreatic_acinar.quiet_dedifferentiation0.32Nonsignificant0.751.03Other142171
325T.CD4_Tcm.Tfh_like0.31Nonsignificant0.941.06Other102214
326NEU.INH_VIP.enkephalinergic0.31Nonsignificant—0.00Other00
327PERI.inflammatory0.31Nonsignificant6.88e-031.26Other4077
328EPI.ileal_bile_transport.detox_transcytosis0.30Nonsignificant—0.00Other01
329MAC.MDM.LAM_like0.29Nonsignificant0.381.21Other1214
330EPI.pancreatic_ductal_mucinous.proliferative_gastric_like0.29Nonsignificant—0.81Other00
331EPI.colonic_enteroendocrine.Lcell_peptide0.29Nonsignificant—0.00Other00
332EPI.alveolar_type_1.activated0.29Nonsignificant—1.64Other00
333EPI.ileal_enterocyte_absorptive.villus_tip0.29Nonsignificant1.000.00Other43
334EPI.salivary_intercalated_defense.canonical_antimicrobial0.29Nonsignificant0.241.44Other1122
335T.CD4_transitional.baseline0.28Nonsignificant4.71e-041.49Other5997
336MONO.CD14.APC_like0.28Nonsignificant1.000.77Other1,6862,493
337EPI.renal_thick_ascending_limb.canonical_salt_transporter0.28Nonsignificant7.32e-031.41Other322317
338EPI.ileal_enterocyte_crypt.villus_transition0.28Nonsignificant—1.37Other710
339EPI.skin_sweat_duct_keratinocyte.suprabasal_hypoxic0.26Nonsignificant—1.52Other00
340T.CD4_Tcm.baseline0.26Nonsignificant1.000.51Other6131
341EPI.lung_multiciliated.stress0.26Nonsignificant—0.42Other67165
342EPI.skin_sweat_duct_keratinocyte.cornifying_acrosyringeal0.25Nonsignificant—0.92Other00
343EPI.tracheal_submucosal_gland.acinar_serous0.25Nonsignificant—0.00Other00
344EPI.salivary_intercalated_defense.inflammatory0.25Nonsignificant0.680.83Other152360
345FIB.suburothelial.urothelial_interface0.25Nonsignificant0.141.85Other98
346EPI.tracheal_suprabasal.secretory_immune0.24Nonsignificant—0.00Other00
347PERI.baseline0.24Nonsignificant0.031.19Other3966
348DC.cDC2.migratory0.24Nonsignificant0.991.03Other18539
349THYMO.DN_preTCR0.24Nonsignificant0.211.16Other4171
350EPI.lung_multiciliated.baseline0.24Nonsignificant—0.00Other07
351EPI.salivary_duct_ion_transport.baseline0.24Nonsignificant——Other00
352EPI.skin_sebaceous_duct_luminal.ECM_remodelling0.23Nonsignificant0.751.17Other29
353T.CD4_Tem.transitional_CM0.23Nonsignificant1.000.20Other3120
354EPI.tracheal_submucosal_gland.ductal_luminal0.22Nonsignificant—0.00Other00
355FIB.suburothelial.homeostasis_matrix0.22Nonsignificant0.520.92Other258921
356FIB.lung_alveolar.stress_interacting0.21Nonsignificant—0.97Other00
357FIB.suburothelial.contractile_myofibroblast0.21Nonsignificant—0.00Other90
358FIB.suburothelial.inflammatory_prostanoid0.21Nonsignificant—0.00Other00
359SMC.metabolic0.21Nonsignificant0.890.95Other1440
360PC.IgG_systemic.secretory0.20Nonsignificant0.970.94Other00
361EPI.pancreatic_acinar.inflammatory_regenerative0.20Nonsignificant0.751.03Other25113
362MONO.CD16.baseline0.20Nonsignificant0.990.56Other501
363EPI.colonic_enteroendocrine.enterochromaffin_serotonin0.19Nonsignificant—0.00Other00
364EPI.renal_distal_tubule.immune_modulatory0.19Nonsignificant—6.94e-17Other00
365T.CD4_Trm.metal_stress0.19Nonsignificant0.421.33Other3458
366MONO.CD16.hepatic_mac_like0.19Nonsignificant0.051.45Other803117
367PC.IgA_muocsal.activated0.19Nonsignificant0.741.05Other178
368GRANU.MAST.resting_granule0.18Nonsignificant—0.63Other00
369MEL.stress_glucocorticoid0.18Nonsignificant0.820.92Other1134
370T.CD4_Trm.baseline0.18Nonsignificant0.811.09Other3121
371ASTRO.A1_reactive0.17Nonsignificant0.161.23Other433394
372EPI.skin_sebaceous_duct_luminal.detox_repair0.17Nonsignificant0.850.57Other13794
373MAC.resident_repair.lipid_phagocytic0.17Nonsignificant0.581.18Other228604
374PC.IgA_muocsal.migratory0.17Nonsignificant0.740.99Other41
375EPI.skin_sweat_duct_keratinocyte.repair0.17Nonsignificant—0.57Other00
376EPI.renal_principal_cell.canonical_vasopressin0.16Nonsignificant0.581.29Other20
377B.germinal_center.DZ_M_phase0.16Nonsignificant—1.47Other00
378EPI.renal_distal_tubule.stress0.16Nonsignificant—0.00Other00
379GRNLSA.lipid_hypoxia0.16Nonsignificant0.481.11Other280
380PC.IgA_muocsal.baseline0.16Nonsignificant0.741.00Other35
381SMC.contractile0.16Nonsignificant0.950.71Other80588
382FIB.adventitial.complement_angiocrine0.16Nonsignificant1.000.82Other153684
383EPI.pancreatic_ductal_bicarbonate.stress0.16Nonsignificant—0.00Other1233
384T.CD4_Treg.tissue_effector0.15Nonsignificant0.701.10Other1613
385T.CD4_naive.Treg_like0.15Nonsignificant1.000.23Other12172
386THYMO.SP_CD8_naive_stress0.14Nonsignificant0.211.21Other11
387EPI.gastric_foveolar.baseline0.14Nonsignificant—0.00Other00
388FIB.adventitial.inflammatory_activated0.13Nonsignificant1.000.91Other100473
389EPI.lung_multiciliated.mature_motile_cilia0.13Nonsignificant—0.00Other00
390T.CD4_transitional.tissue_enagement0.13Nonsignificant0.951.12Other511
391GRANU.MAST.activated_repair0.12Nonsignificant—0.08Other01
392FIB.lung_alveolar.mito_secretory0.12Nonsignificant—0.00Other00
393MAC.resident_repair.stress_iron0.12Nonsignificant0.581.15Other4897
394EPI.renal_principal_cell.inflammatory0.11Nonsignificant0.661.14Other74157
395THYMO.proliferative_G2M0.11Nonsignificant—0.76Other164413
396ASTRO.stress_acute0.11Nonsignificant1.001.08Other6056
397T.CD4_transitional.primed_cytotoxic0.10Nonsignificant1.000.73Other2830
398MAC.proliferating.stress0.10Nonsignificant—0.00Other87136
399PERI.angiocrine0.10Nonsignificant1.000.89Other93102
400EPI.renal_thick_ascending_limb.barrier_repair0.10Nonsignificant1.000.84Other141284
401EPI.skin_hair_follicle_bulge.niche_crosstalk0.10Nonsignificant—0.98Other2988
402T.CD4_Tfh.suppression_exhaustion0.10Nonsignificant0.721.15Other02
403EPI.renal_immature_ureteric_bud.defense_secretory0.10Nonsignificant0.121.26Other4576
404EPI.skin_sweat_duct_keratinocyte.proliferative_G2M0.09Nonsignificant—0.09Other00
405THYMO.CD8aa_IELp0.09Nonsignificant—0.64Other17
406EPI.renal_thick_ascending_limb.salt_sensing0.09Nonsignificant1.000.90Other73103
407HEP.pericentral_lipoprotein.ApoB_coagulation0.09Nonsignificant—0.67Other00
408EPI.renal_principal_cell.activated_acute0.09Nonsignificant0.661.04Other2959
409T.CD4_Tfh.canonical_GC_helper0.09Nonsignificant0.721.04Other12
410MEL.secretory_quiescent0.09Nonsignificant0.820.87Other1913
411MAC.resident_iron.heme_catabolism0.09Nonsignificant0.151.34Other3051
412T.CD4_Trm.cytotoxic_effector0.09Nonsignificant0.830.91Other11877
413EPI.ileal_goblet.immature0.08Nonsignificant—0.27Other00
414MAC.LAM.anti_inflammatory0.08Nonsignificant0.551.13Other86132
415MAC.resident_iron.stress_tolerogenic0.08Nonsignificant—1.07Other00
416ASTRO.neuromodulatory0.08Nonsignificant1.000.98Other34172
417HEP.pericentral_lipoprotein.UPR_redox0.08Nonsignificant—0.00Other00
418T.CD4_Trm.central_like0.08Nonsignificant0.830.86Other3831
419EPI.ileal_enterocyte_crypt.bile_transport0.08Nonsignificant0.900.74Other20
420T.CD4_Trm.helper_like0.07Nonsignificant0.811.06Other84147
421B.memory.activated0.07Nonsignificant0.141.24Other10529
422DC.cDC2.proliferative0.07Nonsignificant—0.30Other3971
423FIB.adventitial.mechano_chemo_sensing0.07Nonsignificant1.000.67Other135524
424FIB.adventitial.mito_secretory0.07Nonsignificant0.591.27Other217
425T.CD4_Tcm.APC_mimicry0.07Nonsignificant1.000.08Other5443
426B.age_associated.activated0.07Nonsignificant—0.35Other1822
427FIB.adventitial.baseline0.07Nonsignificant1.000.41Other157278
428T.CD4_Treg.APC_interactive0.07Nonsignificant0.701.02Other11828
429PC.IgA_muocsal.plasmablast0.07Nonsignificant0.780.83Other54
430T.CD4_Tfh.effector_migratory0.07Nonsignificant0.721.00Other12257
431EPI.ileal_enterocyte_crypt.secretory_precursor0.07Nonsignificant—0.05Other00
432EPI.renal_thick_ascending_limb.cation_flux0.06Nonsignificant1.000.91Other5795
433T.CD4_naive.activated_stress0.06Nonsignificant1.006.36e-03Other339429
434EPI.ileal_enterocyte_crypt.proliferative_S0.06Nonsignificant0.900.52Other42
435GRANU.MAST.activated_acute0.06Nonsignificant—0.00Other00
436EPI.ectocervical_granular.secretory_apocrine0.06Nonsignificant—1.15Other00
437EPI.esophageal_basal.activated_progenitor0.06Nonsignificant0.041.47Other10
438DC.cDC2.adhesion_signaling0.05Nonsignificant0.990.81Other359
439T.CD4_transitional.APC_interacting0.05Nonsignificant1.000.43Other1014
440EPI.renal_thick_ascending_limb.remodeling0.05Nonsignificant1.000.54Other15292
441EPI.ectocervical_granular.proliferative_basal0.05Nonsignificant—0.32Other00
442THYMO.DP_early_stress0.05Nonsignificant—0.74Other00
443EPI.bile_duct_cholangiocyte.inflammatory_APC0.05Nonsignificant—0.31Other20
444EPI.skin_sweat_duct_keratinocyte.barrier0.05Nonsignificant—0.00Other00
445MAC.proliferating.DNA_replication0.05Nonsignificant0.720.91Other36
446GRNLSA.stress_metabolic0.05Nonsignificant—0.56Other12
447MAC.microglia_like.inflammatory_chemokine0.05Nonsignificant—0.00Other2032
448EPI.pancreatic_acinar.adhesion_remodeling0.05Nonsignificant0.411.16Other210784
449EPI.ileal_enterocyte_crypt.baseline0.05Nonsignificant0.900.68Other116
450THYMO.SP_CD8_transitional0.05Nonsignificant1.000.98Other3275
451MAC.MDM.inflammatory_phagocytic0.05Nonsignificant0.651.08Other19952
452T.CD4_transitional.primed_helper_effector0.05Nonsignificant1.000.30Other1943
453B.age_associated.naive_transitional0.05Nonsignificant—0.00Other00
454T.CD4_Trm.stress_adaptive0.04Nonsignificant0.831.02Other822
455MAC.microglia_like.phagocytic_redox0.04Nonsignificant—0.00Other00
456FIB.hepatic_stellate_cell.inflammatory0.04Nonsignificant—0.32Other00
457EPI.skin_sweat_duct_keratinocyte.signal_gate0.04Nonsignificant—0.00Other4326
458DC.cDC2.antiviral0.04Nonsignificant0.990.69Other10037
459FIB.hepatic_stellate_cell.contractile0.04Nonsignificant—0.00Other00
460MEL.mature_oxidative_traffic0.04Nonsignificant0.821.05Other247285
461EPI.renal_principal_cell.intercalated_like0.04Nonsignificant0.581.27Other6366
462EPI.alveolar_type_1.baseline0.04Nonsignificant1.000.00Other80
463MAC.resident_iron.redox_metabolic0.04Nonsignificant0.821.02Other44
464EPI.lung_club_secretory.inflammatory0.04Nonsignificant—0.37Other00
465FIB.hepatic_stellate_cell.fibrogenic0.04Nonsignificant—0.00Other00
466B.age_associated.migratory0.04Nonsignificant0.850.51Other22
467EPI.skin_keratinocyte_proliferating.early_spinous_transition0.04Nonsignificant—0.00Other135290
468MAC.resident_repair.chemokine_angiocrine0.03Nonsignificant0.671.01Other87138
469ADIPO.thermogenic0.03Nonsignificant—1.09Other00
470EPI.salivary_intercalated_defense.basal_EMT0.03Nonsignificant—0.00Other00
471T.CD4_Th2.tissue_adapted0.03Nonsignificant—0.00Other00
472EPI.pancreatic_ductal_bicarbonate.baseline0.03Nonsignificant0.991.13Other1142
473EPI.intrahepatic_cholangiocyte_defense.raft_maturation0.03Nonsignificant—0.42Other00
474DC.mig.baseline0.03Nonsignificant—0.00Other10
475HEP.periportal_metabolic.stress_chaperone0.03Nonsignificant—1.54Other66128
476MAC.resident_repair.ECM_stromal_crosstalk0.03Nonsignificant0.091.15Other95158
477T.CD4_Tfh.precursor_migratory0.03Nonsignificant0.960.69Other7227
478DC.cDC2.pro_inflammatory0.03Nonsignificant0.990.67Other35
479EPI.thymic_medullary.canonical_alarmin0.03Nonsignificant0.771.23Other817
480EPI.skin_sweat_duct_keratinocyte.proliferative_S0.03Nonsignificant—0.00Other00
481SCHWN.axon_contact_cardiac0.03Nonsignificant1.000.00Other1863
482EPI.salivary_serous_acinar.secretory_active0.03Nonsignificant0.071.18Other24269
483EPI.hepatic_ductular_cholangiocyte.secretory_transport0.02Nonsignificant—1.59Other00
484T.CD4_Trm.activated0.02Nonsignificant0.830.78Other3226
485EPI.pancreatic_ductal_bicarbonate.inflammatory0.02Nonsignificant0.990.96Other1432
486EPI.pancreatic_ductal_bicarbonate.barrier_mucin0.02Nonsignificant0.991.06Other219533
487EPI.pancreatic_islet.delta0.02Nonsignificant—0.67Other00
488PC.IgG_systemic.metabolic0.02Nonsignificant1.000.00Other4663
489MAC.LAM.inflammatory_APC0.02Nonsignificant0.970.94Other872165
490EPI.skin_hair_follicle_companion.activated_migratory0.02Nonsignificant—0.97Other00
491ASTRO.A2_reactive0.02Nonsignificant1.000.85Other1037
492NEU.EXC_IT.adhesion0.02Nonsignificant1.000.14Other252108
493EPI.skin_keratinocyte_progenitor.quiescent_stem_like0.02Nonsignificant—0.00Other00
494MAC.LAM.lipid_opsonization0.02Nonsignificant0.551.14Other4514
495ASTRO.synaptic_interaction0.02Nonsignificant1.000.73Other76334
496EPI.ectocervical_granular.inflammatory0.02Nonsignificant—0.00Other00
497EPI.thymic_medullary.hormone_xeno_barrier0.02Nonsignificant—0.57Other08
498B.germinal_center.LZ_memory_precursor0.02Nonsignificant—0.37Other00
499MG.expanding0.02Nonsignificant0.591.12Other21
500MAC.kupffer.stress0.02Nonsignificant0.521.04Other93
501MAC.resident_repair.antigen_presenting0.02Nonsignificant0.870.90Other244113
502MG.phagocytic_APC0.02Nonsignificant0.171.31Other258
503EPI.pancreatic_acinar.baseline0.02Nonsignificant1.000.75Other274163
504B.germinal_center.LZ_selection0.02Nonsignificant—0.00Other00
505B.germinal_center.DZ_S_phase0.02Nonsignificant—0.00Other00
506MAC.kupffer.tolerogenic0.02Nonsignificant—0.67Other4549
507ASTRO.immature_lipid0.01Nonsignificant1.000.87Other23113
508B.memory.migratory0.01Nonsignificant0.960.97Other123208
509B.naive.metabolic0.01Nonsignificant0.881.07Other5079
510ADIPO.hypoxia_remodelling0.01Nonsignificant—0.32Other29105
511EPI.skin_hair_follicle_companion.bulge_anchor_signaling0.01Nonsignificant—0.00Other00
512EPI.skin_sebaceous_duct_luminal.immune_interface0.01Nonsignificant—0.00Other00
513T.CD4_Treg.central_naive_like0.01Nonsignificant0.980.77Other33345
514CHOND.angiogenic0.01Nonsignificant—1.46Other00
515B.naive.baseline0.01Nonsignificant0.881.13Other1013
516MAC.resident_iron.APC_iron_sensing0.01Nonsignificant0.820.85Other211114
517EPI.hepatic_ductular_cholangiocyte.stress0.01Nonsignificant—1.01Other00
518EPI.skin_keratinocyte_basal.transit_amplifying0.01Nonsignificant—0.97Other00
519MAC.kupffer.inflammatory0.01Nonsignificant—0.00Other74
520B.naive.purinergic0.01Nonsignificant6.95e-041.20Other384820
521CHOND.articular_collagen0.01Nonsignificant0.321.18Other551266
522EPI.skin_keratinocyte_proliferating.anchor_remodel9.63e-03Nonsignificant—0.00Other00
523EPI.colonocyte.distal_absorptive8.81e-03Nonsignificant—1.24Other00
524B.germinal_center.LZ_survival8.62e-03Nonsignificant—0.00Other00
525ASTRO.hypoxia_angiogenic8.52e-03Nonsignificant1.000.92Other518
526HEP.periportal_metabolic.apolipoprotein_secretory8.50e-03Nonsignificant0.411.28Other43110
527EPI.pancreatic_ductal_mucinous.xenobiotic_ERexit8.50e-03Nonsignificant—0.98Other00
528EPI.renal_principal_cell.injury_repair8.27e-03Nonsignificant0.990.25Other269
529MAC.resident_cardiac.inflammatory_reparative8.23e-03Nonsignificant0.131.35Other3196
530GRNLSA.secretory_remodeling8.12e-03Nonsignificant0.990.72Other9025
531PERI.cardiac_skeletal7.54e-03Nonsignificant1.000.02Other313630
532EPI.skin_interfollicular_spinous.inflammatory7.47e-03Nonsignificant—1.83Other00
533B.memory.preactivated7.40e-03Nonsignificant0.960.89Other173174
534B.memory.baseline7.39e-03Nonsignificant0.990.81Other47299
535EPI.renal_distal_tubule.ion_transport7.35e-03Nonsignificant—0.00Other00
536EPI.esophageal_suprabasal.differentiating_keratin7.14e-03Nonsignificant0.021.39Other13161
537EPI.pancreatic_islet.alpha7.04e-03Nonsignificant—0.00Other152330
538EPI.colonocyte.crypt_progenitor7.04e-03Nonsignificant0.331.18Other115265
539EPI.skin_keratinocyte_basal.spinous_transition7.00e-03Nonsignificant—0.00Other00
540GRNLSA.chemokine_mechanosensory6.81e-03Nonsignificant0.990.65Other10
541MG.baseline6.77e-03Nonsignificant0.980.56Other165
542DC.cDC2.tolerogenic_regulatory6.64e-03Nonsignificant0.990.75Other444
543THYMO.SP_CD4_naive6.50e-03Nonsignificant1.000.72Other6575
544CHOND.remodeling6.03e-03Nonsignificant—0.68Other50
545EPI.bile_duct_cholangiocyte.secretory_mucin5.94e-03Nonsignificant—0.00Other712
546EPI.hepatic_ductular_cholangiocyte.lipid_mevalonate5.75e-03Nonsignificant—0.10Other00
547EPI.lung_club_secretory.canonical_surfactant5.74e-03Nonsignificant—0.00Other74104
548EPI.pancreatic_ductal_bicarbonate.activated5.50e-03Nonsignificant1.000.59Other107
549MAC.MDM.complement_resolving5.49e-03Nonsignificant0.930.80Other440860
550EPI.skin_hair_follicle_companion.gap_junction_contractile5.42e-03Nonsignificant—0.00Other00
551B.naive.antigen_presenting_ready5.39e-03Nonsignificant0.940.98Other4873
552EPI.pancreatic_ductal_perivascular.protective_antioxidant5.32e-03Nonsignificant—0.00Other1169
553EPI.ileal_goblet.inflammatory_mucin5.30e-03Nonsignificant0.691.05Other69
554MAC.resident_cardiac.phagocytic_homeostasis5.25e-03Nonsignificant0.830.87Other5641,221
555EPI.hepatic_ductular_cholangiocyte.polarity5.19e-03Nonsignificant—0.32Other00
556EPI.intrahepatic_cholangiocyte_defense.secretory_barrier5.11e-03Nonsignificant—0.00Other00
557MAC.resident_cardiac.antigen_presenting5.07e-03Nonsignificant0.830.93Other5227
558EPI.pancreatic_ductal_progenitor.ADM_like4.88e-03Nonsignificant—1.79Other00
559MAC.LAM.antimicrobial4.81e-03Nonsignificant0.551.11Other38993
560EPI.pancreatic_ductal_bicarbonate.repair_actin_junction4.60e-03Nonsignificant—0.03Other00
561SKM.type_2_fast.oxidative_IIa4.49e-03Nonsignificant9.62e-041.61Other94656
562EPI.thymic_medullary.stress_APC4.45e-03Nonsignificant0.910.40Other24
563B.naive.activated4.25e-03Nonsignificant0.940.94Other77127
564EPI.ileal_goblet.baseline4.23e-03Nonsignificant0.690.69Other162
565OLG.regulatory_activated4.21e-03Nonsignificant0.531.27Other196614
566EPI.hepatic_ductular_cholangiocyte.barrier_chemokine4.20e-03Nonsignificant—0.00Other69
567EPI.salivary_serous_acinar.quiescent3.83e-03Nonsignificant0.900.72Other178493
568EPI.salivary_serous_acinar.seromucous_like3.73e-03Nonsignificant—0.39Other00
569B.naive.restrained3.67e-03Nonsignificant0.950.86Other183353
570EPI.renal_immature_ureteric_bud.osmoprotective3.59e-03Nonsignificant1.000.16Other12644
571B.naive.receptor_recycle3.57e-03Nonsignificant0.940.90Other510
572EPI.skin_follicular_keratinizing.root_infundibulum3.49e-03Nonsignificant—0.46Other00
573EPI.skin_follicular_keratinizing.transit_amplifying3.41e-03Nonsignificant—0.15Other2149
574EPI.pancreatic_ductal_mucinous.remodeling_channel_rich3.25e-03Nonsignificant—0.55Other00
575B.naive.proteostasis3.23e-03Nonsignificant0.941.00Other4969
576THYMO.DP_early3.09e-03Nonsignificant1.000.66Other326313
577OLG.stress2.96e-03Nonsignificant0.531.13Other2328
578B.memory.pDC_imprint2.87e-03Nonsignificant0.961.10Other157103
579MAC.MDM.APC_dendritic2.85e-03Nonsignificant0.930.96Other4815
580HEP.canalicular_transport.secretory_ERAD_UPR2.85e-03Nonsignificant0.541.15Other23228
581EPI.ileal_goblet.stress_metallothionein2.78e-03Nonsignificant—0.00Other411
582CHOND.pro_inflammatory2.68e-03Nonsignificant1.000.81Other181351
583EPI.pancreatic_ductal_perivascular.baseline2.57e-03Nonsignificant0.670.87Other15
584EPI.colonocyte.proximal_transport2.34e-03Nonsignificant0.910.81Other2412
585GRNLSA.p53_damage2.32e-03Nonsignificant—0.00Other1310
586EPI.pancreatic_acinar.metabolic_onecarbon2.25e-03Nonsignificant1.000.59Other287328
587EPI.colonocyte.ionocyte_BEST42.24e-03Nonsignificant0.331.36Other103188
588EPI.salivary_myoepithelial.contractile_repair2.16e-03Nonsignificant—1.04Other39
589EPI.skin_hair_follicle_bulge.anagen_growth2.15e-03Nonsignificant—0.92Other00
590DC.pDC.poised_migratory2.09e-03Nonsignificant0.121.61Other5495
591EPI.skin_follicular_keratinizing.upper_infundibulum2.01e-03Nonsignificant—0.00Other82
592EPI.hepatic_ductular_cholangiocyte.mechanosense_adhesion1.96e-03Nonsignificant—0.00Other53
593B.naive.remodeling1.84e-03Nonsignificant0.940.90Other135230
594SKM.type_2_fast.glycolytic_IIx_IIb1.81e-03Nonsignificant1.000.10Other5651,482
595HEP.canalicular_transport.ductular_like_transition1.80e-03Nonsignificant0.541.09Other40087
596OLG.regulatory1.76e-03Nonsignificant0.871.05Other35373
597HEP.acute_phase.inflammatory1.74e-03Nonsignificant0.301.21Other382649
598EPI.skin_interfollicular_spinous.upper_lipid1.73e-03Nonsignificant—0.80Other66
599EPI.skin_interfollicular_spinous.stress_oxidative1.60e-03Nonsignificant—0.97Other00
600CHOND.activated_fibro_like1.46e-03Nonsignificant1.000.54Other531188
601EPI.colonocyte.secretory_boost1.32e-03Nonsignificant0.910.76Other9891
602HEP.canalicular_transport.pericentral_like_hypoxia1.26e-03Nonsignificant0.541.11Other3268
603EPI.esophageal_suprabasal.basal_transitional1.23e-03Nonsignificant0.780.72Other4467
604OLG.myelinating_mature1.23e-03Nonsignificant0.960.97Other36394
605EPI.skin_appendage_keratinocyte.transit_amplifying1.18e-03Nonsignificant—0.00Other109358
606MAC.resident_iron.heme_recycling1.16e-03Nonsignificant—0.00Other3037
607DC.pDC.baseline1.14e-03Nonsignificant0.780.86Other88123
608HEP.acute_phase.stress_secretory1.11e-03Nonsignificant0.301.35Other263
609SKM.type_1_slow.glycolytic1.09e-03Nonsignificant0.151.11Other362647
610EPI.pancreatic_ductal_progenitor.baseline1.06e-03Nonsignificant0.740.85Other179702
611EPI.extrahepatic_cholangiocyte.mucin_secretory1.05e-03Nonsignificant—0.73Other00
612HEP.canalicular_transport.injury_stress1.02e-03Nonsignificant0.541.06Other28924
613EPI.thymic_medullary.proliferative_APC9.93e-04Nonsignificant—0.00Other00
614EPI.intrahepatic_cholangiocyte_transport.mucin_secretory9.46e-04Nonsignificant—0.00Other00
615EPI.lung_club_secretory.ciliogenesis_primed8.90e-04Nonsignificant—0.00Other00
616EPI.esophageal_basal.junctional_barrier8.77e-04Nonsignificant—0.00Other00
617DC.pDC.immature_metabolic8.56e-04Nonsignificant0.780.72Other78124
618DC.cDC1.baseline8.54e-04Nonsignificant—1.53Other00
619EPI.hepatic_ductular_cholangiocyte.ion_transport8.33e-04Nonsignificant—0.00Other00
620MAC.kupffer.metabolic8.28e-04Nonsignificant—0.00Other2536
621EPI.esophageal_suprabasal.proliferative_G2M7.99e-04Nonsignificant—0.00Other00
622OLG.myelinating_stress7.55e-04Nonsignificant0.920.98Other23262
623EPI.colonocyte.junction_remodeling7.49e-04Nonsignificant0.910.70Other218305
624HEP.acute_phase.proliferative7.33e-04Nonsignificant—0.72Other46
625EPI.ectocervical_granular.immune_interact7.33e-04Nonsignificant—0.00Other00
626THYMO.SP_CD8_naive6.69e-04Nonsignificant1.000.25Other297177
627EPI.skin_hair_follicle_bulge.quiescent6.55e-04Nonsignificant1.000.00Other5669
628DC.cDC1.cross_presenting6.50e-04Nonsignificant—0.69Other00
629EPI.alveolar_type_2.baseline_surfactant5.94e-04Nonsignificant0.231.12Other649
630EPI.colonocyte.goblet_interface5.93e-04Nonsignificant—0.00Other1121
631ASTRO.stress_mito5.92e-04Nonsignificant1.000.48Other47110
632EPI.esophageal_suprabasal.proliferative_S5.57e-04Nonsignificant—0.00Other2641
633DC.cDC1.proliferative5.14e-04Nonsignificant—0.16Other00
634EPI.pancreatic_ductal_mucinous.mucin_rich_barrier4.77e-04Nonsignificant1.000.07Other4491,034
635EPI.skin_keratinocyte_basal.basement_anchoring4.72e-04Nonsignificant—0.00Other00
636GRNLSA.cholesterol_mevalonate3.98e-04Nonsignificant0.990.46Other94
637EPI.skin_interfollicular_spinous.baseline3.77e-04Nonsignificant0.960.83Other353
638EPI.skin_appendage_keratinocyte.ductal_immune_interacting3.54e-04Nonsignificant0.831.09Other716
639EPI.salivary_myoepithelial.baseline2.97e-04Nonsignificant0.880.95Other42141
640EPI.pancreatic_ductal_bicarbonate.junctional_remodel2.95e-04Nonsignificant—0.00Other49237
641MAC.LAM.lipid_phagocytosis2.82e-04Nonsignificant0.970.66Other369328
642HEP.acute_phase.complement_antiviral2.75e-04Nonsignificant0.751.06Other377751
643EPI.pancreatic_ductal_progenitor.ciliated_transport2.65e-04Nonsignificant—0.00Other105368
644EPI.skin_interfollicular_spinous.transition_basal2.59e-04Nonsignificant0.960.65Other100127
645GRANU.neutrophil.antiviral_endotoxin2.57e-04Nonsignificant—0.90Other00
646EPI.esophageal_suprabasal.proliferative_exit2.51e-04Nonsignificant—0.00Other00
647MAC.kupffer.monocyte_like2.35e-04Nonsignificant—0.00Other00
648MAC.kupffer.fibrogenic2.34e-04Nonsignificant—0.00Other00
649EPI.extrahepatic_cholangiocyte.barrier_interface2.30e-04Nonsignificant—0.00Other00
650OLG.reactive_repair2.05e-04Nonsignificant1.000.53Other385385
651HEP.periportal_metabolic.stress_checkpoint1.90e-04Nonsignificant0.941.11Other234786
652EPI.skin_interfollicular_spinous.early_differentiation1.90e-04Nonsignificant0.960.49Other8919
653DC.cDC1.activated1.65e-04Nonsignificant—0.00Other00
654T.CD4_Treg.Tr1_like1.55e-04Nonsignificant—0.00Other88
655ASTRO.homeostatic1.44e-04Nonsignificant1.000.16Other200431
656EPI.pancreatic_ductal_bicarbonate.renewal_ion_pump1.43e-04Nonsignificant1.000.03Other40191
657EPI.skin_appendage_keratinocyte.ductal_barrier_detox1.30e-04Nonsignificant0.830.71Other3334
658EPI.skin_interfollicular_spinous.stress_UPR1.26e-04Nonsignificant—0.00Other00
659EPI.hepatic_ductular_cholangiocyte.acute_phase_complement1.14e-04Nonsignificant—0.00Other00
660EPI.intrahepatic_cholangiocyte_transport.mechanosensing_remodelling1.13e-04Nonsignificant—0.00Other00
661EPI.salivary_myoepithelial.activated1.10e-04Nonsignificant0.880.78Other85281
662OLG.vesicle_trafficking9.91e-05Nonsignificant1.000.27Other12410
663HEP.canalicular_transport.inflammatory9.17e-05Nonsignificant1.000.32Other1,335194
664GRANU.neutrophil.primed_degranulation7.24e-05Nonsignificant—0.00Other00
665EPI.alveolar_type_2.injury_primed6.19e-05Nonsignificant1.000.93Other434245
666EPI.skin_interfollicular_spinous.proliferative6.02e-05Nonsignificant—0.00Other00
667HEP.canalicular_transport.sterol_lipid_biosynthesis5.08e-05Nonsignificant—0.00Other1020
668EPI.salivary_myoepithelial.junctional_transport4.54e-05Nonsignificant0.880.92Other66121
669MAC.LAM.perivascular_angiocrine3.72e-05Nonsignificant—0.00Other53138
670ADIPO.immature3.55e-05Nonsignificant—0.00Other2440
671DC.cDC1.homeostatic_inhibitory3.03e-05Nonsignificant—0.00Other00
672HEP.canalicular_transport.baseline2.97e-05Nonsignificant1.000.29Other199477
673EPI.pancreatic_ductal_progenitor.biliary_like_xenobiotic2.25e-05Nonsignificant—0.00Other00
674HEP.acute_phase.baseline2.19e-05Nonsignificant1.000.46Other94619
675GRANU.neutrophil.tissue_patrolling1.59e-05Nonsignificant—0.00Other00
676HEP.acute_phase.complement_metabolic1.56e-05Nonsignificant1.000.36Other1,4233,464
677HEP.periportal_metabolic.inflammatory_activated9.52e-06Nonsignificant1.000.95Other7121,610
678EPI.alveolar_type_2.stress_response7.89e-06Nonsignificant1.000.72Other6751,562
679GRNLSA.angiocrine_mechanosensory4.42e-06Nonsignificant—0.00Other00
680HEP.periportal_metabolic.acute_phase_barrier2.67e-06Nonsignificant1.000.98Other533138
681EPI.skin_appendage_keratinocyte.sebaceous_apocrine1.47e-06Nonsignificant—0.00Other3982
682HEP.acute_phase.hypoxia_lipid8.92e-07Nonsignificant—0.00Other00
683HEP.periportal_metabolic.urea_onecarbon_secretory6.20e-07Nonsignificant1.000.72Other1,3323,053
684ADIPO.inflammatory5.36e-07Nonsignificant—0.00Other00
685HEP.periportal_metabolic.xenobiotic_detox4.61e-07Nonsignificant1.000.71Other1,440139
686HEP.periportal_metabolic.canonical_urea_cycle1.78e-07Nonsignificant1.000.57Other1,464269
687SKM.type_1_slow.contractile6.40e-08Nonsignificant1.000.84Other5968
688SKM.type_1_slow.oxidative2.09e-09Nonsignificant1.000.49Other802251

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

6 unique genes. Showing 1–6. 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)
VCAN02-Medium0.5616.16G1C2ASTRO.A1_reactive (L2), DC.cDC2.monocyte_like (L2), EPI.pancreatic_ductal_mucinous.remodeling_channel_rich (L2), EPI.thymic_medullary.canonical_alarmin (L2), MONO.CD14.baseline (L2), MONO.CD16.inflammatory (L2), NEU.EXC_CT.remodeling (L2)EC.heart_remodeling (Tier: specific)
EC.heart_remodeling.angiocrine (Tier: specific)
EC.heart_remodeling.remodeling_secretory (Tier: specific)
103 cells — complete matches11255
CD8202-Medium0.507.37G1C2B.age_associated.migratory (L2), B.germinal_center.LZ_memory_precursor (L2), EPI.skin_hair_follicle_companion.gap_junction_contractile (L2), FIB.interstitial.mesenchymal_regulator (L2), MAC.LAM.anti_inflammatory (L2), OPC.proliferative_immune_interact (L2), T.CD4_Th2.precursor (L2)EC.capillary (Tier: specific)
EC.capillary.angiocrine (Tier: specific)
EC.capillary.baseline (Tier: specific)
EC.capillary.migratory (Tier: relevant)
EC.capillary.stress (Tier: relevant)
75 cells — complete matches413
TSPAN1802-Medium0.414.95G1C2—EC.arterial (Tier: specific)
EC.capillary (Tier: specific)
EC.heart_remodeling.remodeling_secretory (Tier: specific)
EC.liver_sinusoidal.stress (Tier: relevant)
70 cells — complete matches212
LINC0270402-Medium0.404.98G1C2———04
ENSG0000029346502-Medium0.389.27G2C2———1099
ENSG0000024811202-Medium0.307.21G2C2———787

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.