TY - JOUR
T1 - Harnessing Expressed Single Nucleotide Variation and Single Cell RNA Sequencing to Define Immune Cell Chimerism in the Rejecting Kidney Transplant
AU - Malone, Andrew F.
AU - Wu, Haojia
AU - Fronick, Catrina
AU - Fulton, Robert
AU - Gaut, Joseph P.
AU - Humphreys, Benjamin D.
N1 - Funding Information:
Dr. Benjamin D. Humphreys reports personal fees from Celgene, grants from Chinook Therapeutics, personal fees from Chinook Therapeutics, other from Chinook Therapeutics, personal fees from Genentech, personal fees from Indalo Therapeutics, personal fees from Janssen, and grants from Janssen, outside the submitted work. Dr. Joseph P. Gault reports grants from the National Institutes of Health (NIH) and grants from MTS Foundation, outside the submitted work.
Funding Information:
This work was supported by the Washington University in St. Louis McDonnell Genome Institute 2018 Symposium Pilot Project Fund, NIH/National Center for Advancing Translational Sciences grant UL1TR002345 (to C. Fronick, R. Fulton, B. Humphreys, and A. Malone), and NIH/National Institute of Diabetes and Digestive and Kidney Diseases grants 1K08DK120953 (to A. Malone) and DK103740 and DK107374 (to B. Humphreys).
Funding Information:
This work was supported by the Washington University in St. Louis McDonnell Genome Institute 2018 Symposium Pilot Project Fund, NIH/National Center for Advancing Translational Sciences grant UL1TR002345 (to C. Fronick, R. Fulton, B. Humphreys, and A. Malone), and NIH/National Institute of Diabetes and Digestive and Kidney Diseases grants 1K08DK120953 (to A. Malone) and DK103740 and DK107374 (to B. Humphreys). Dr. Benjamin D. Humphreys reports personal fees from Celgene, grants from Chinook Therapeutics, personal fees from Chinook Therapeutics, other from Chinook Therapeutics, personal fees from Genentech, personal fees from Indalo Therapeutics, personal fees from Janssen, and grants from Janssen, outside the submitted work. Dr. Joseph P. Gault reports grants from the National Institutes of Health (NIH) and grants from MTS Foundation, outside the submitted work.
Publisher Copyright:
Copyright © 2020 by the American Society of Nephrology
PY - 2020/9
Y1 - 2020/9
N2 - Background In solid organ transplantation, donor-derived immune cells are assumed to decline with time after surgery. Whether donor leukocytes persist within kidney transplants or play any role in rejection is unknown, however, in part because of limited techniques for distinguishing recipient from donor cells. Methods Whole-exome sequencing of donor and recipient DNA and single-cell RNA sequencing (scRNA-seq) of five human kidney transplant biopsy cores distinguished immune cell contributions from both participants. DNA-sequence comparisons used single nucleotide variants (SNVs) identified in the exome sequences across all samples. Results Analysis of expressed SNVs in the scRNA-seq data set distinguished recipient versus donor origin for all 81,139 cells examined. The leukocyte donor/recipient ratio varied with rejection status for macrophages and with time post-transplant for lymphocytes. Recipient macrophages displayed inflammatory activation whereas donor macrophages demonstrated antigen presentation and complement signaling. Recipient-origin T cells expressed cytotoxic and proinflammatory genes consistent with an effector cell phenotype, whereas donor-origin T cells appeared quiescent, expressing oxidative phosphorylation genes. Finally, both donor and recipient T cell clones within the rejecting kidney suggested lymphoid aggregation. The results indicate that donor-origin macrophages and T cells have distinct transcriptional profiles compared with their recipient counterparts, and that donor macrophages can persist for years post-transplantation. Conclusions Analysis of single nucleotide variants and their expression in single cells provides a powerful novel approach to accurately define leukocyte chimerism in a complex organ such as a transplanted kidney, coupled with the ability to examine transcriptional profiles at single-cell resolution.
AB - Background In solid organ transplantation, donor-derived immune cells are assumed to decline with time after surgery. Whether donor leukocytes persist within kidney transplants or play any role in rejection is unknown, however, in part because of limited techniques for distinguishing recipient from donor cells. Methods Whole-exome sequencing of donor and recipient DNA and single-cell RNA sequencing (scRNA-seq) of five human kidney transplant biopsy cores distinguished immune cell contributions from both participants. DNA-sequence comparisons used single nucleotide variants (SNVs) identified in the exome sequences across all samples. Results Analysis of expressed SNVs in the scRNA-seq data set distinguished recipient versus donor origin for all 81,139 cells examined. The leukocyte donor/recipient ratio varied with rejection status for macrophages and with time post-transplant for lymphocytes. Recipient macrophages displayed inflammatory activation whereas donor macrophages demonstrated antigen presentation and complement signaling. Recipient-origin T cells expressed cytotoxic and proinflammatory genes consistent with an effector cell phenotype, whereas donor-origin T cells appeared quiescent, expressing oxidative phosphorylation genes. Finally, both donor and recipient T cell clones within the rejecting kidney suggested lymphoid aggregation. The results indicate that donor-origin macrophages and T cells have distinct transcriptional profiles compared with their recipient counterparts, and that donor macrophages can persist for years post-transplantation. Conclusions Analysis of single nucleotide variants and their expression in single cells provides a powerful novel approach to accurately define leukocyte chimerism in a complex organ such as a transplanted kidney, coupled with the ability to examine transcriptional profiles at single-cell resolution.
UR - http://www.scopus.com/inward/record.url?scp=85090170554&partnerID=8YFLogxK
U2 - 10.1681/ASN.2020030326
DO - 10.1681/ASN.2020030326
M3 - Article
C2 - 32669324
AN - SCOPUS:85090170554
SN - 1046-6673
VL - 31
SP - 1977
EP - 1986
JO - Journal of the American Society of Nephrology
JF - Journal of the American Society of Nephrology
IS - 9
ER -