The Post-transplant Lymphoproliferative Disorders—Metagenomic Shotgun Microbial Sequencing (PTLD-MSMS) Study Methods and Protocol

Post-transplant lymphoproliferative disorders (PTLDs) remain a feared complication of transplantation, with significant morbidity and mortality. The oncogenic Epstein-Barr virus (EBV) is a key pathogenic driver in 50%-80% of cases. Numerous prognostic indices, comprising multiple clinical, epidemiological and tumor characteristics, including EBV tumor positivity, do not consistently associate with worse patient survival, suggesting a potential role for EBV genome variants in determining outcome. However, the precision medicine tools for determining if a viral genome variant is pathogenic are very limited compared with human genome variants. Further, targeted studies have not implicated a specific viral etiological agent in EBV-negative PTLD. Using novel cutting-edge technologies, we are extracting viral nucleic acids from formalin-fixed, paraffin-embedded archived, or frozen PTLD tissues or plasma, to test for all vertebrate viruses simultaneously in an unbiased fashion, using metagenomic shotgun sequencing (MSS). We are collecting such samples from multiple transplant centers to address the following specific aims and close the following knowledge gaps: (1) Validate our novel observation that PTLD tissue positivity by MSS for anellovirus (and confirmed by PCR) serves as a biomarker for higher transplant recipient mortality after the diagnosis of PTLD; (2) determine the role of other oncogenic viruses in EBV-negative PTLD by unbiased MSS of multiple viral groupings, confirmed by other techniques; and (3) develop the necessary computational, algorithmic and software analytic tools required to determine association of EBV genome variants with worse presentations or outcomes in PTLD. Study completion will contribute to better patient care and may provide avenues for novel therapies.

Authors

Institutions

Publication Details

Journal
Transplantation Direct
Published
2024-10-28
DOI
https://doi.org/10.1097/txd.0000000000001723
Primary Topic
Viral-associated cancers and disorders
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Post-transplant Lymphoproliferative Disorders—Metagenomic Shotgun Microbial Sequencing (PTLD-MSMS) Study Methods and Protocol

Vikas R. Dharnidharka, Gregory A. Storch, Marianna B. Ruzinova, Maher K. Gandhi et al.
Transplantation Direct
Viral-associated cancers and disorders
article

The Post-transplant Lymphoproliferative Disorders—Metagenomic Shotgun Microbial Sequencing (PTLD-MSMS) Study Methods and Protocol

Vikas R. Dharnidharka, Gregory A. Storch, Marianna B. Ruzinova, Maher K. Gandhi, Steven H. Swerdlow, Soi Cheng Law, Michael D. Green, Lianna J. Marks, Erika M. Moore, Charles W. Goss, Kristine M. Wylie, Todd Wylie, Neha Mehta–Shah, Derek E. Byers, Dita Gratzinger, Leslie Walther, Mansi Agarwal, Adam Bagg, Lujain Jaza, Hongjie Gu, Fernanda P. Silveira
article en

Abstract

Post-transplant lymphoproliferative disorders (PTLDs) remain a feared complication of transplantation, with significant morbidity and mortality. The oncogenic Epstein-Barr virus (EBV) is a key pathogenic driver in 50%-80% of cases. Numerous prognostic indices, comprising multiple clinical, epidemiological and tumor characteristics, including EBV tumor positivity, do not consistently associate with worse patient survival, suggesting a potential role for EBV genome variants in determining outcome. However, the precision medicine tools for determining if a viral genome variant is pathogenic are very limited compared with human genome variants. Further, targeted studies have not implicated a specific viral etiological agent in EBV-negative PTLD. Using novel cutting-edge technologies, we are extracting viral nucleic acids from formalin-fixed, paraffin-embedded archived, or frozen PTLD tissues or plasma, to test for all vertebrate viruses simultaneously in an unbiased fashion, using metagenomic shotgun sequencing (MSS). We are collecting such samples from multiple transplant centers to address the following specific aims and close the following knowledge gaps: (1) Validate our novel observation that PTLD tissue positivity by MSS for anellovirus (and confirmed by PCR) serves as a biomarker for higher transplant recipient mortality after the diagnosis of PTLD; (2) determine the role of other oncogenic viruses in EBV-negative PTLD by unbiased MSS of multiple viral groupings, confirmed by other techniques; and (3) develop the necessary computational, algorithmic and software analytic tools required to determine association of EBV genome variants with worse presentations or outcomes in PTLD. Study completion will contribute to better patient care and may provide avenues for novel therapies.

Transplantation DirectVol. 10(11)
University of Pittsburgh (US), Palo Alto University (US), Washington University in St. Louis (US), Children's Hospital of Pittsburgh (US), University of Pennsylvania (US), Stanford University (US)
National Institutes of Health, National Institute of Allergy and Infectious Diseases
Good health and well-being
Openalex Percentile: Top 66%
Viral-associated cancers and disorders
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.