Spatiotemporal immune zonation of the human kidney
Benjamin J. Stewart, John R. Ferdinand, Matthew D. Young, Thomas J. Mitchell, Kevin W. Loudon, Alexandra M. Riding, Nathan Richoz, Gordon L. Frazer, Joy U. L. Staniforth, Felipe A. Vieira Braga, Rachel A. Botting, Dorin-Mirel Popescu, Roser Vento-Tormo, Emily Stephenson, Alex Cagan, Sarah J. Farndon, Krzysztof Polanski, Mirjana Efremova, Kile Green, Martin Del Castillo Velasco-Herrera, Charlotte Guzzo, Grace Collord, Lira Mamanova, Tevita Aho, James N. Armitage, Antony C. P. Riddick, Imran Mushtaq, Stephen Farrell, Dyanne Rampling, James Nicholson, Andrew Filby, Johanna Burge, Steven Lisgo, Susan Lindsay, Marc Bajenoff, Anne Y. Warren, Grant D. Stewart, Neil Sebire, Nicholas Coleman, Muzlifah Haniffa, Sarah A. Teichmann, Sam Behjati, Menna R. Clatworthy
Abstract
Tissue-resident immune cells are important for organ homeostasis and defense. The epithelium may contribute to these functions directly or by cross-talk with immune cells. We used single-cell RNA sequencing to resolve the spatiotemporal immune topology of the human kidney. We reveal anatomically defined expression patterns of immune genes within the epithelial compartment, with antimicrobial peptide transcripts evident in pelvic epithelium in the mature, but not fetal, kidney. A network of tissue-resident myeloid and lymphoid immune cells was evident in both fetal and mature kidney, with postnatal acquisition of transcriptional programs that promote infection-defense capabilities. Epithelial-immune cross-talk orchestrated localization of antibacterial macrophages and neutrophils to the regions of the kidney most susceptible to infection. Overall, our study provides a global overview of how the immune landscape of the human kidney is zonated to counter the dominant immunological challenge.
Datasets
1. Mature kidney dataset: full
Metadata
donor_id
donor_age
self_reported_ethnicity_ontology_term_id
organism_ontology_term_id
sample_uuid
tissue_ontology_term_id
development_stage_ontology_term_id
suspension_uuid
suspension_type
library_uuid
assay_ontology_term_id
mapped_reference_annotation
cell_type_ontology_term_id
author_cell_type
cell_state
disease_ontology_term_id
reported_diseases
sex_ontology_term_id
Short_Sample
Project
Experiment
compartment
broad_celltype
tissue_type
cell_type
assay
disease
organism
sex
tissue
self_reported_ethnicity
development_stage
NCBITaxon:960640268 cells a728f7cb-8f28-48bc-97e4-ac03832d2c334876 cells 250cd68e-1090-4e29-ac96-badf0b1e4a1b4036 cells d9645182-5a53-494c-a3ae-ef913cc058ee3016 cells 4ce03a16-aaf9-48aa-b4bf-1b559fa9e2dc2744 cells 79e917e3-2ede-4247-95ca-3329572d3d532135 cells d8de7478-2b12-4ca5-a932-48a43420d8bd2052 cells b3115add-5c2b-408c-b384-58f86da9e4db1788 cells 2b76cdc4-ffa2-4ebd-ad3d-bd37078fad0e1689 cells 3b4a6876-b5af-4671-ba0b-3d64c02d781d1602 cells aea18afb-9837-47ef-9ca0-bd96e762b0711436 cells a15e47e2-b90f-463e-b0eb-f8ec4be2ab121114 cells f94cd5b1-98bb-41c1-9fe9-094ab842b7391079 cells 5ab9d781-8381-471e-b0fd-d23a5e9ac2bb1076 cells 14392d15-aa36-40b1-b7f2-0a93fa01bca51073 cells b169a4dd-8c9e-409d-8049-3d18fbb89738898 cells 475ccc3e-eaaa-43ba-bab5-48b9a6b41dd5875 cells cf7b8120-90fe-4674-9052-4610eca351f8864 cells 54eeed4a-d022-4d98-ab2a-a0b54b1a185c860 cells 76714b9f-8d46-432a-86f7-ec37b0445b02817 cells dcfd7178-9770-4bbe-9809-a91bbb56dbe3794 cells e2fa5097-761a-44f2-8ba0-450b7cc7310f785 cells 23c924ad-8d8e-42b4-b582-d613c81f96a3731 cells 1dff703c-ba08-4322-a436-7d4c94096c15553 cells 55609174-8adf-4656-b3a8-ef7dc3434735501 cells 09fb19ed-ab96-4515-9c01-c95972c31547500 cells bcca63b3-3628-4cbc-9877-359f563bf1d5430 cells 2ac14953-4aaa-4143-b0d5-7ab230426112422 cells 3675d909-3c52-4341-a868-81ed11ba7b63325 cells da6f5856-ab08-4cc3-b0dd-a40555ac673e255 cells 342584f4-b926-4159-b601-95026bde633c185 cells 4fe78c70-fe08-4f8c-9959-9d887cdef6d6101 cells 2e890a34-2266-4734-a839-b0460f5aee9697 cells 917f876e-76f2-4e20-9dea-d941af55a39689 cells 70cce12c-3014-4110-bbf9-9b4023c9de8065 cells 9e8d0d28-bda2-4c59-adae-a00bae0ec1e761 cells 61bf849e-0695-4a5e-b64e-f8c8df1d1e9a46 cells 8cd2cc32-5968-4d3e-b5cb-33a4b0d9fe8244 cells 20701c79-7ec5-4d28-a04c-a3fdf989bafa42 cells b98650bc-603b-4fd7-9b1a-b623cf30b6e142 cells 76ce2e92-c2d7-456f-8934-fa7df4eddb1340 cells 3ebb9b8b-f7f4-4234-b848-98c71877c7a833 cells 851ab534-95ad-430b-9b56-e7a7a19e6bff33 cells fff90995-46e5-4efe-8581-ef6b373ba3a329 cells 6bb349b9-8ed4-41f2-8976-871643d62e0917 cells ddeef945-2627-4870-a750-266e25b4930516 cells 12523446-ab8b-49bf-a95b-c36414a539d72 cells UBERON:000122520540 cells UBERON:000211314333 cells HsapDv:000010615065 cells 8a96111b-c1ef-47cf-abd4-de212ca64bbb4876 cells eb41b479-2eaf-4685-a45e-a42207866f2e4036 cells 46290d17-8937-44c6-8c45-0fb0dcecea473016 cells 87010fd3-93e2-4a87-8ea4-0e420804e4d62744 cells 004447f8-fdfe-47d0-8753-9f231398470e2135 cells 5cc2bd00-551c-48e8-aaa8-0297cd4482602052 cells 3c5d8eac-b95b-4886-886e-556350efda7c1788 cells 914f012e-e40c-459a-baf7-84054208fe6f1689 cells 34c9672a-1095-4c81-bc09-a0d95de9e0571602 cells c90cab96-4c6d-40e7-b03e-e9559f79aae61436 cells 5e88d646-e912-4faa-a46b-2ed5624fe8a81114 cells 2d705148-7bb2-44d8-acea-1535a299ad251079 cells 6bac5587-19a7-4e3b-9f60-d1c8bf511e981076 cells 6f6b4d85-f954-4cfe-bb27-37db13a159bc1073 cells ae838812-15cd-4021-bdf1-e5ba7c7f03db898 cells 0696ca97-79da-4463-ab19-c04f542b0d47875 cells 37ad7c20-4a41-4305-b7e3-08cfe5c1bd7d864 cells d2df3f1c-5219-4734-9499-3aed6a9e7480860 cells bd677ec3-4e56-4791-bcfa-fb1510bd46bd817 cells ebdc5bd0-e23c-449a-a70d-e06143f0d2f0794 cells 7e362bac-a682-485a-960f-ecad64fe6302785 cells 63cf8089-4956-4a78-965d-65bd9967060a731 cells 9116024b-d011-4128-b1bc-e74db80ae9fd553 cells e05d73b3-1b8d-4909-9f51-ada88aba5c2f501 cells 0ef053f7-f432-40f9-8fad-fc74e5269881500 cells 78c933ac-4869-47c7-8678-2cb860306e8f430 cells 9afa9cf0-d5d7-4699-9dc7-7138a33292e0422 cells 3c513b5f-0bd6-458c-9214-60bced963387325 cells ce3bf4f3-320b-45e7-8cda-361ff522f0df255 cells 92d740b8-474f-4a92-811e-d717a451996f185 cells 64c303e3-135b-44d6-aef3-e178a55c3204101 cells 5cc82c07-37fa-4473-86de-dadb7f8a6a4897 cells 39b093ea-d16c-404a-9643-a231b96b6ec689 cells 8f450a15-d414-40d3-9e03-5fedc4d58bf065 cells 02bde0c7-be71-432c-91a2-3f6185f608c761 cells d8a44fb7-567d-4bd5-a699-c762c3c67a9f46 cells 8cedc61f-0ea8-4dfc-977a-76709b5f203844 cells 7fa696db-4407-4d47-8a0e-263aa93e24ca42 cells 42dfa16f-2b16-4297-9fe2-799b8e7ff07f42 cells 7ea32662-4e92-47e3-98a6-2a9e6b07a3c040 cells b120e622-75c3-4930-918f-10c7243e243033 cells 6eacb575-5047-48c5-887d-f7bf0e7d35d433 cells 7b4220ac-585c-4992-a121-b4c65d535bb429 cells c6957d68-5d47-44e0-b10a-fa10a9cfb3f617 cells 6339b2de-dd15-4a8d-be82-64bc834db63a16 cells c7485ea4-fedc-4125-92f6-5005574c4af82 cells 1afe47d7-0132-432d-9f04-8dc62ac1c8794876 cells ac75f2c8-b970-4b28-a19b-853aeb2f36394036 cells 0e922d1a-695c-4456-b2fd-0b9cd98be6bb3016 cells 629a10d5-6e93-4f0f-8a69-bbd605b881f22744 cells c351ee44-33c7-48fb-94c2-696b32bc5f682135 cells 071d042e-43cf-4fb2-a856-0dc0e02350a92052 cells e197586f-b3ae-42e6-b985-0fcd0bca30ad1788 cells fc53a082-efab-4592-9c6d-8d555fd7f77b1689 cells 48b0a7c1-a702-4af9-b4bb-279555be7ddd1602 cells 6e78e787-2cac-4dda-bf61-9cbfa4330cf71436 cells 6336efbe-2417-4b9a-b8f7-f12919db226d1114 cells d637ba7f-d043-4680-b689-a7daa5ec370c1079 cells 7686d11e-a950-4b7f-94ca-178a9c8cb5771076 cells 6674fe0b-e4a9-453b-ba37-159ded6ac6af1073 cells 5b719144-b0ec-4306-83e8-402ef7acb3ac898 cells f85c7874-11e1-418e-a5bb-81343386de72875 cells 9b0d802a-9de3-4109-b54c-e9a5927ae720864 cells 6ca478d3-9785-41a9-ab25-db8f25e3ebdc860 cells 48efbf00-75a0-4b47-9b68-8c56331b0f7c817 cells c1405dbc-fa70-4fd7-b8ec-16a03717fdbb794 cells d0fe6ab4-67a6-4ac8-bfcd-c946248a50e6785 cells 8c779e6e-4502-4ddb-8e56-1fa7f1994b20731 cells bc4cc228-7357-42d5-af96-7ec8bc56a7f7553 cells cb44ef45-b09c-4508-85f1-b6f1aa3db6ac501 cells 6c1309bd-29cf-4eb3-831a-95e9ff460e16500 cells cd25f305-a9f3-4332-89ba-cd48100ed30d430 cells 50ba801f-c17e-4303-9e26-05e63cc55b42422 cells c1fe3db2-d312-4b40-aa22-4a56f4d084b3325 cells 6af500e8-00a9-481c-bfe8-166751c41742255 cells d3be71a8-3877-4d7a-97b4-7fbb992a6910185 cells 088333d6-6660-4573-985c-73fb92d6eb91101 cells f2eeae3e-1994-4fe1-9cfd-0d0b7d63bca797 cells 6670a5f8-020c-4965-a668-648291861a9089 cells 272f7860-7a01-4be8-8c08-5eb7d5da139f65 cells 4eabfdac-442d-4d48-b395-15114f3f57d761 cells 5ddaeac7-0fd1-4d87-a121-38c82a50585346 cells d594567d-84cc-4666-a178-8cc76c019ecf44 cells 0ee5489f-697f-4e3a-88ed-56470038377242 cells 2c0bfb79-73e0-4b42-91ac-1e47c9266e5242 cells 4cda02d2-2755-4335-aaa2-29ba0c08885540 cells d196aab5-c49b-4bc9-8fb9-1f724c20c01933 cells c4a8f4d1-67b6-4785-9da0-76d587c1a60533 cells c3dc7d3c-3cb0-4069-beef-5fab9701b1ac29 cells 7d8226a6-e8b3-4671-9bdc-03ba175277b617 cells db14494e-2fcb-4f93-9013-6cd6f79519ff16 cells 67178571-39da-4260-9d77-cc69967d4c432 cells Proximal tubule27497 cells Thick ascending limb of Loop of Henle675 cells Peritubular capillary endothelium 1666 cells Glomerular endothelium622 cells MNP-a/classical monocyte derived555 cells Indistinct intercalated cell429 cells MNP-b/non-classical monocyte derived375 cells Proliferating Proximal Tubule348 cells Ascending vasa recta endothelium300 cells Type A intercalated cell275 cells Epithelial progenitor cell238 cells MNP-c/dendritic cell220 cells Descending vasa recta endothelium192 cells Peritubular capillary endothelium 2185 cells Connecting tubule157 cells Distinct proximal tubule 2151 cells Pelvic epithelium136 cells Type B intercalated cell125 cells MNP-d/Tissue macrophage87 cells Distinct proximal tubule 165 cells Transitional urothelium45 cells Plasmacytoid dendritic cell23 cells [brain astrocytoma]15065 cells [clear cell renal carcinoma]9256 cells [hypertensive disorder,cardiac arrest,acquired aneurysmal subarachnoid hemorrhage,type 2 diabetes mellitus,myocardial ischemia]5793 cells [kidney Wilms tumor]4859 cells [hereditary clear cell renal cell carcinoma]3231 cells [stroke disorder,hypertensive disorder,reversible cerebral vasoconstriction syndrome]1678 cells [chromophobe renal cell carcinoma]324 cells [papillary renal cell carcinoma]62 cells 4602STDY69491854876 cells 4602STDY69491844036 cells CZIKidney76328033016 cells CZIKidney76328042744 cells 4602STDY69491862135 cells 4602STDY70189232052 cells 4602STDY69491881788 cells 4602STDY69308531689 cells 4602STDY69308521602 cells 4602STDY69491871436 cells 4602STDY69764281114 cells 4602STDY69764271079 cells 4602STDY69764261076 cells 4602STDY69491921073 cells CZIKidney7587406501 cells CZIKidney7587408430 cells CZIKidney7587407422 cells CZIKidney7587405325 cells CZIKidney7587422101 cells Experiment set 132309 cells Experiment set 27959 cells Proximal tubule28061 cells Peritubular capillary endothelium851 cells Intercalated cell829 cells Thick ascending limb of Loop of Henle675 cells Glomerular endothelium622 cells MNP-a/classical monocyte derived555 cells MNP-b/non-classical monocyte derived375 cells Ascending vasa recta endothelium300 cells Epithelial progenitor cell238 cells MNP-c/dendritic cell220 cells Descending vasa recta endothelium192 cells Connecting tubule157 cells Pelvic epithelium136 cells MNP-d/Tissue macrophage87 cells Transitional urothelium45 cells Plasmacytoid dendritic cell23 cells epithelial cell of proximal tubule28061 cells CD4-positive, alpha-beta T cell2435 cells natural killer cell1322 cells CD8-positive, alpha-beta T cell991 cells capillary endothelial cell851 cells mature NK T cell733 cells kidney loop of Henle thick ascending limb epithelial cell675 cells glomerular endothelial cell622 cells classical monocyte555 cells renal intercalated cell429 cells non-classical monocyte375 cells vasa recta ascending limb cell300 cells renal alpha-intercalated cell275 cells vasa recta descending limb cell192 cells kidney connecting tubule epithelial cell157 cells kidney epithelial cell136 cells renal beta-intercalated cell125 cells myofibroblast cell122 cells renal principal cell88 cells kidney resident macrophage87 cells plasmacytoid dendritic cell23 cells kidney interstitial fibroblast23 cells cortex of kidney20540 cells kidney blood vessel48 cells 12-year-old human stage15065 cells 72-year-old human stage8070 cells 67-year-old human stage3546 cells 63-year-old human stage3269 cells 49-year-old human stage3231 cells 2-year-old human stage2325 cells 4-year-old human stage1948 cells 53-year-old human stage1678 cells 19-month-old human stage586 cells 64-year-old human stage324 cells 44-year-old human stage164 cells 70-year-old human stage62 cells 2. Fetal kidney dataset: full
Metadata
donor_id
self_reported_ethnicity_ontology_term_id
organism_ontology_term_id
sample_uuid
tissue_ontology_term_id
development_stage_ontology_term_id
suspension_depletion_factors
suspension_enriched_cell_types
suspension_enrichment_factors
suspension_uuid
suspension_type
library_uuid
assay_ontology_term_id
mapped_reference_annotation
cell_type_ontology_term_id
author_cell_type
cell_state
disease_ontology_term_id
sex_ontology_term_id
Short_Sample
Experiment
Selection
compartment
tissue_type
cell_type
assay
disease
organism
sex
tissue
self_reported_ethnicity
development_stage
NCBITaxon:960627197 cells e718b7ba-6e58-4e5b-a342-e121e6042a0a6050 cells b8536b3c-fd7f-4a87-b81c-09fa552e2bb05998 cells d30d1005-d6e0-46fc-93a2-83ba77ab8fa35618 cells eb50a098-3f81-4ce6-ba71-f27e00e42e3a4709 cells 9c922c1e-de82-43c6-bcd9-8fbd8f7bf0c23280 cells 9fb476c8-5d24-46a0-9a2a-c600db55ec031542 cells UBERON:000211327197 cells CD123 CD16 CD3 CD4 HLA-DR CD19 CD20 CD141 CD34 CD326 CD56 CD14 CD8a CD11c12622 cells CD123 CD16 CD3 CD4 HLA-DR CD19 CD20 CD141 CD34 CD326 CD56 CD14 CD45 CD8a CD11c9753 cells CD123 CD14 CD11c CD16 CD3 CD4 HLA-DR CD19 CD20 CD141 CD8 CD34 Axl Siglec-62530 cells CD123 CD14 CD11c CD16 CD3 CD4 HLA-DR CD19 CD20 CD141 CD8 CD34 Axl Siglec-6 CD452292 cells 0662618d-0232-4159-be3d-39e86f800ace4321 cells 5da5b593-8cbc-4cb5-be8c-1c65f472e9a53597 cells b68119eb-c660-4e3e-b023-f6cac2f73e263529 cells cfd72acb-cc0c-47f8-bff6-d8bd24b321312615 cells cf23817c-54fc-48f6-8039-c731eee246ca2401 cells 5c1b9c44-d846-493a-9154-24e6ad6a9cec2094 cells abb34393-7eca-4671-b171-3e9e3243c8b62089 cells 3740aaf5-c037-4842-a9aa-ac003286991a1729 cells da6c16a2-1fc1-4fda-b9f8-d715471982881404 cells 13bca916-24d8-4745-866e-0d0ea4690cd21329 cells 1fcfe9fb-c182-4f27-83b2-0d70159ae6901126 cells 2237f053-3682-4f2e-8a3c-67f1529d54fb547 cells 9b4b40c8-0a55-4d95-a43d-a6b99938d582416 cells e2a6cee8-538d-4dc6-8742-836a3397d6204321 cells 3dd2bbe2-3cbf-4424-ac5a-c158616a4d193597 cells ee025941-296e-4901-a5f0-0111d1dbd1d43529 cells 8bfcc681-eafa-4331-bfb8-a12f416a530c2615 cells 69246444-de64-464a-bc3e-6276ef100ac42401 cells 04b9902a-f868-4c67-94ab-c4cd030524d92094 cells 05a7a4d0-170b-48f3-8f78-867a982ca37d2089 cells 7b06c8e6-860d-481f-87e7-c4992c37ca7d1729 cells 6c37997c-a73a-4035-a874-a6ebb045df9e1404 cells cd345ed7-01a3-4ec4-af0d-5ab52be5e6a71329 cells 950fd002-579e-4e51-a171-650f2455bed61126 cells 61e4c2e9-c0b0-4ec2-926f-8cb6bc480b3b547 cells c43c7ff8-f2bf-4b1c-b787-35c118b1d29e416 cells Stroma progenitor3841 cells Myofibroblast 11742 cells Proliferating cap mesenchyme1560 cells Medial S shaped body742 cells Proliferating distal renal vesicle725 cells Proliferating stroma progenitor717 cells Proximal S shaped body622 cells CNT/PC - proximal UB575 cells Distal S shaped body554 cells Distal renal vesicle494 cells Proliferating myofibroblast470 cells Proliferating macrophage359 cells Proximal renal vesicle280 cells Proliferating cDC2224 cells Innate like lymphocyte176 cells Pelvic epithelium - distal UB170 cells Proliferating monocyte149 cells Proliferating B cell127 cells Proliferating NK cell67 cells Proliferating fibroblast66 cells FCAImmP7462243_F35_KI_45N4321 cells FCAImmP7528293_F38_KI_45N3597 cells FCAImmP7555849_F41_KI_45P3529 cells FCAImmP7579215_F45_KI_45N2615 cells FCAImmP7528292_F38_KI_45P2401 cells FCAImmP7579214_F45_KI_45P2094 cells FCAImmP7555850_F41_KI_45N2089 cells FCAImmP7462242_F35_KI_45P1729 cells 4834STDY7002886_F17_KI_45N1404 cells 4834STDY7002881_F17_KI_TOT1329 cells 4834STDY7002876_F16_KI_45N1126 cells 4834STDY7002885_F17_KI_45P547 cells 4834STDY7002875_F16_KI_45P416 cells mesenchymal cell5117 cells mesenchymal stem cell4558 cells myofibroblast cell2652 cells kidney epithelial cell2649 cells endothelial cell1221 cells conventional dendritic cell953 cells natural killer cell774 cells epithelial cell of proximal tubule707 cells CD4-positive, alpha-beta T cell438 cells kidney loop of Henle epithelial cell121 cells plasmacytoid dendritic cell88 cells CD8-positive, alpha-beta T cell73 cells erythroid lineage cell34 cells embryonic human stage6050 cells 13th week post-fertilization human stage5998 cells 16th week post-fertilization human stage5618 cells 12th week post-fertilization human stage4709 cells 10th week post-fertilization human stage3280 cells 9th week post-fertilization human stage1542 cells Analyze this study
Source data
https://cellxgene.cziscience.com/collections/120e86b4-1195-48c5-845b-b98054105eec
Alias names
PMID31604275, PMC7343525
Cite this study
Stewart, B.J., Ferdinand, J.R., Young, M.D., Mitchell, T.J., Loudon, K.W., Riding, A.M., Richoz, N., Frazer, G.L., Staniforth, J.U., Vieira Braga, F.A. and Botting, R.A., 2019. Spatiotemporal immune zonation of the human kidney. Science, 365(6460), pp.1461-1466. https://doi.org/10.1126/science.aat5031