Urinary cell transcriptomics and acute rejection in human kidney allografts

被引:24
|
作者
Verma, Akanksha [1 ,2 ,3 ,4 ,5 ]
Muthukumar, Thangamani [6 ,7 ]
Yang, Hua [6 ]
Lubetzky, Michelle [6 ,7 ]
Cassidy, Michael F. [6 ]
Lee, John R. [6 ,7 ]
Dadhania, Darshana M. [6 ,7 ]
Snopkowski, Catherine [6 ]
Shankaranarayanan, Divya [6 ,7 ]
Salvatore, Steven P. [8 ]
Sharma, Vijay K. [6 ]
Xiang, Jenny Z. [9 ]
De Vlaminck, Iwijn [10 ]
Seshan, Surya, V [8 ]
Mueller, Franco B. [6 ]
Suhre, Karsten [11 ]
Elemento, Olivier [1 ,2 ,3 ]
Suthanthiran, Manikkam [6 ,7 ]
机构
[1] Weill Cornell Med Coll, Dept Physiol & Biophys, New York, NY USA
[2] Weill Cornell Med Coll, Caryl & Israel Englander Inst Precis Med, New York, NY USA
[3] Weill Cornell Med Coll, Inst Computat Biomed, New York, NY USA
[4] Cornell Univ, Weill Cornell Med Coll, Triinst Training Program Computat Biol & Med, New York, NY 10021 USA
[5] Sloan Kettering Inst, New York, NY USA
[6] Weill Cornell Med Coll, Dept Med, Div Nephrol & Hypertens, New York, NY USA
[7] Newyork Presbyterian Weill Cornell Med Ctr, Dept Transplantat Med, New York, NY USA
[8] Weill Cornell Med Coll, Div Renal Pathol, Dept Pathol & Lab Med, New York, NY USA
[9] Weill Cornell Med Coll, Genom Resources Core Facil, Dept Microbiol & Immunol, New York, NY USA
[10] Cornell Univ, Meinig Sch Biomed Engn, Ithaca, NY USA
[11] Weill Cornell Med Coll, Bioinformat Core, Doha, Qatar
关键词
SET ENRICHMENT ANALYSIS; MESSENGER-RNA PROFILES; GRANZYME-B; EXPRESSION; DIAGNOSIS; GENE; COMPLICATIONS; ANTIBODY; CD2;
D O I
10.1172/jci.insight.131552
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
BACKGROUND. RNA sequencing (RNA-Seq) is a molecular tool to analyze global transcriptional changes, deduce pathogenic mechanisms, and discover biomarkers. We performed RNA-Seq to investigate gene expression and biological pathways in urinary cells and kidney allograft biopsies during an acute rejection episode and to determine whether urinary cell gene expression patterns are enriched for biopsy transcriptional profiles. METHODS. We performed RNA-Seq of 57 urine samples collected from 53 kidney allograft recipients (patients) with biopsies classified as acute T cell-mediated rejection (TCMR; n = 22), antibody-mediated rejection (AMR; n = 8), or normal/nonspecific changes (No Rejection; n = 27). We also performed RNA-Seq of 49 kidney allograft biopsies from 49 recipients with biopsies classified as TCMR (n = 12), AMR (n = 17), or No Rejection (n = 20). We analyzed RNA-Seq data for differential gene expression, biological pathways, and gene set enrichment across diagnoses and across biospecimens. RESULTS. We identified unique and shared gene signatures associated with biological pathways during an episode of TCMR or AMR compared with No Rejection. Gene Set Enrichment Analysis demonstrated enrichment for TCMR biopsy signature and AMR biopsy signature in TCMR urine and AMR urine, irrespective of whether the biopsy and urine were from the same or different patients. Cell type enrichment analysis revealed a diverse cellular landscape with an enrichment of immune cell types in urinary cells compared with biopsies. CONCLUSIONS. RNA-Seq of urinary cells and biopsies, in addition to identifying enriched gene signatures and pathways associated with TCMR or AMR, revealed genomic changes between TCMR and AMR, as well as between allograft biopsies and urinary cells.
引用
收藏
页数:16
相关论文
共 50 条
  • [31] Urinary-Cell mRNA and Acute Kidney-Transplant Rejection REPLY
    Suthanthiran, Manikkam
    Muthukumar, Thangamani
    Schwartz, Joseph E.
    NEW ENGLAND JOURNAL OF MEDICINE, 2013, 369 (19): : 1860 - 1861
  • [32] ANGIOGRAPHIC DIAGNOSIS OF REJECTION AND TUBULAR NECROSIS IN HUMAN KIDNEY ALLOGRAFTS
    KAUDE, J
    SLUSHER, DH
    PFAFF, WW
    HACKETT, RL
    ACTA RADIOLOGICA-DIAGNOSIS, 1970, 10 (06): : 476 - &
  • [33] Cell-Free DNA and Active Rejection in Kidney Allografts
    Bloom, Roy D.
    Bromberg, Jonathan S.
    Poggio, Emilio D.
    Bunnapradist, Suphamai
    Langone, Anthony J.
    Sood, Puneet
    Matas, Arthur J.
    Mehta, Shikha
    Mannon, Roslyn B.
    Sharfuddin, Asif
    Fischbach, Bernard
    Narayanan, Mohanram
    Jordan, Stanley C.
    Cohen, David
    Weir, Matthew R.
    Hiller, David
    Prasad, Preethi
    Woodward, Robert N.
    Grskovic, Marica
    Sninsky, John J.
    Yee, James P.
    Brennan, Daniel C.
    JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2017, 28 (07): : 2221 - 2232
  • [34] Urinary single-cell transcriptomics: a promising noninvasive method for assessing acute kidney injury
    Hasegawa, Sho
    KIDNEY INTERNATIONAL, 2022, 102 (06) : 1219 - 1221
  • [35] Effects of mycophenolic acid mofetil on acute rejection of kidney allografts in rats
    Heemann, U
    Azuma, H
    Schmid, C
    Philipp, T
    Tilney, N
    CLINICAL NEPHROLOGY, 1996, 45 (05) : 355 - 357
  • [36] Mechanisms of antibody-mediated acute and chronic rejection of kidney allografts
    Baldwin, William M., III
    Valujskikh, Anna
    Fairchild, Robert L.
    CURRENT OPINION IN ORGAN TRANSPLANTATION, 2016, 21 (01) : 7 - 14
  • [37] Acute rejection of rat renal allografts is influenced by the presence of a native kidney
    Grau, V
    Herbst, B
    Steinger, B
    TRANSPLANTATION PROCEEDINGS, 1997, 29 (03) : 1723 - 1723
  • [38] Diagnosis of kidney transplant acute rejection by urinary cytology
    Takahashi, N
    Suzuki, T
    Takasugi, Y
    Matsuyama, T
    Funyu, T
    NEW DIRECTIONS FOR CELLULAR AND ORGAN TRANSPLANTATION, 2000, 1210 : 181 - 184
  • [39] Serum and urinary biomarkers in acute kidney transplant rejection
    Alachkar, Nada
    NEPHROLOGIE & THERAPEUTIQUE, 2012, 8 (01): : 13 - 19
  • [40] Clinicopathological features and outcomes of kidney allografts in plasma cell-rich acute rejection: A case series
    Hamada, Aki Mafune
    Yamamoto, Izumi
    Kawabe, Mayuko
    Katsumata, Haruki
    Yamakawa, Takafumi
    Katsuma, Ai
    Nakada, Yasuyuki
    Kobayashi, Akimitsu
    Koike, Yusuke
    Miki, Jun
    Yamada, Hiroki
    Kimura, Takahiro
    Tanno, Yudo
    Ohkido, Ichiro
    Tsuboi, Nobuo
    Yamamoto, Hiroyasu
    Yokoo, Takashi
    NEPHROLOGY, 2018, 23 : 22 - 26