TY - JOUR
T1 - Biomarkers of tolerance in kidney transplantation – are we predicting tolerance or response to immunosuppressive treatment?
AU - Rebollo-Mesa, Irene
AU - Nova-Lamperti, Estefania
AU - Mobillo, Paula
AU - Runglall, Manohursingh
AU - Christakoudi, Sofia
AU - Norris, Sonia
AU - Smallcombe, Nicola
AU - Kamra, Yogesh
AU - Hilton, Rachel
AU - Consortium, Indices of Tolerance EU
AU - Bhandari, Sunil
AU - Baker, Richard
AU - Berglund, David
AU - Carr, Sue
AU - Game, David
AU - Griffin, Sian
AU - Kalra, Philip A
AU - Lewis, Robert
AU - Mark, Patrick B.
AU - Marks, Stephen
AU - Macphee, Iain
AU - McKane, William
AU - Mohaupt, Markus G.
AU - Pararajasingam, R.
AU - Kon, Sui Phin
AU - Serón, Daniel
AU - Sinha, Manish
AU - Tucker, Beatriz
AU - Viklický, Ondrej
AU - Lechler, Robert I
AU - Lord, Graham M.
AU - Hernandez-Fuentes, Maria P.
N1 - Prior publications from our group and others had shown a strong association between alterations of expression of B-lymphocyte related genes and Transplantation Tolerance. This article shows that this association needs to be revisited in view of the confounding effect exerted on the expression of these genes by immunosuppressive drugs as well as on peripheral transitional B cells; later demonstrating that correcting for the effect of immunosuppressive drugs on gene expression is possible and an equally accurate signature of tolerance arises.
PY - 2016/6/21
Y1 - 2016/6/21
N2 - We and others have previously described signatures of tolerance in kidney transplantation showing differential-expression of B-cell related genes and relative expansions of B-cell subsets. However, in all of these studies, the index group, namely the tolerant recipients, were not receiving immunosuppressive (IS) treatment unlike the rest of the comparator groups. We aimed to assess the confounding effect of these regimens and develop a novel IS-independent signature of tolerance. Analyzing gene-expression in three independent kidney transplant patient cohorts (232-recipients +14-tolerants), we have established that the expression of the previously reported signature was biased by IS regimens, which also influenced transitional B-cells. We have defined and validated a new gene-expression signature that was independent of drug effects and also differentiated tolerant patients from healthy controls (Cross-validated-AUC=0.81). In a prospective cohort we have demonstrated that the new signature remained stable before and after steroid withdrawal. Concisely, we report on a validated and highly accurate gene-expression signature that could be used reliably to identify patients suitable for IS reduction (~12% stable patients), irrespective of the IS drugs they are receiving. Only a similar approach will make the conduct of pilot clinical trials for IS-minimization safe, and hence allow critical improvements in kidney post-transplant management.
AB - We and others have previously described signatures of tolerance in kidney transplantation showing differential-expression of B-cell related genes and relative expansions of B-cell subsets. However, in all of these studies, the index group, namely the tolerant recipients, were not receiving immunosuppressive (IS) treatment unlike the rest of the comparator groups. We aimed to assess the confounding effect of these regimens and develop a novel IS-independent signature of tolerance. Analyzing gene-expression in three independent kidney transplant patient cohorts (232-recipients +14-tolerants), we have established that the expression of the previously reported signature was biased by IS regimens, which also influenced transitional B-cells. We have defined and validated a new gene-expression signature that was independent of drug effects and also differentiated tolerant patients from healthy controls (Cross-validated-AUC=0.81). In a prospective cohort we have demonstrated that the new signature remained stable before and after steroid withdrawal. Concisely, we report on a validated and highly accurate gene-expression signature that could be used reliably to identify patients suitable for IS reduction (~12% stable patients), irrespective of the IS drugs they are receiving. Only a similar approach will make the conduct of pilot clinical trials for IS-minimization safe, and hence allow critical improvements in kidney post-transplant management.
U2 - 10.1111/ajt.13932
DO - 10.1111/ajt.13932
M3 - Article
SN - 1600-6143
JO - American Journal of Transplantation
JF - American Journal of Transplantation
ER -