Background. Kidney transplant recipients require potent immunosuppression and are predisposed to opportunistic infections, many of which have a viral etiology. Currently, viral assays detect and quantify single pathogens using PCR or qPCR. An unbiased sequencing method with comparable accuracy would allow simultaneous monitoring of multiple viral pathogens and nonpathogenic Anelloviridae. The quantification of donor-derived cell-free DNA (dd-cfDNA) is an established method for the detection of allograft rejection, and a single workflow combining ddcfDNA quantification and viral detection represents an opportunity to improve patient monitoring and management. Methods. Whole genome sequencing of cell-free DNA was performed using 1,980 plasma samples from 256 subjects enrolled in a multi-center study. Non-human sequences underwent reference-assisted assembly and taxonomic annotation of the viral DNA pathogens. Results. Of the 1,980 samples tested, 1,453 (73.4%) had >= 1 viral detection(s), either a known viral pathogen or torque teno virus (TTV), with positivity rates generally declining 12-18 months post-transplant. Concordance of metagenomic NGS (mNGS) viral detection with qPCR detection was 97.7% (94.1% sensitivity, 98.2% specificity), and a linear relationship was demonstrated between mNGS viral quantitation and qPCR results. BK virus, cytomegalovirus, and Epstein-Barr virus were detected by sequencing up to 60 days prior to independently established clinical diagnoses. Conclusions. Whole-genome sequencing allows simultaneous quantification of dd-cfDNA as well as sensitive and early detection of viral infection through secondary analysis of the same sequencing results. In combination with dd-cfDNA, mNGS viral detection may provide additional pathogen surveillance results and serve as a useful biomarker for both over- and underimmunosuppression.
机构:
Baylor Univ, Med Ctr, Ctr Adv Heart & Lung Dis, Dallas, TX USA
Baylor Scott & White Hlth, Annette C & Harold C Simmons Transplant Inst, Dallas, TX USABaylor Univ, Med Ctr, Ctr Adv Heart & Lung Dis, Dallas, TX USA
Afzal, Aasim
Alam, Amit
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Baylor Univ, Med Ctr, Ctr Adv Heart & Lung Dis, Dallas, TX USA
Baylor Scott & White Hlth, Annette C & Harold C Simmons Transplant Inst, Dallas, TX USA
Texas A&M Univ, Hlth Sci Ctr, Coll Med, Dallas, TX USABaylor Univ, Med Ctr, Ctr Adv Heart & Lung Dis, Dallas, TX USA
Alam, Amit
van Zyl, Johanna S.
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Texas A&M Univ, Hlth Sci Ctr, Coll Med, Dallas, TX USA
Baylor Scott & White Res Inst, Dallas, TX USABaylor Univ, Med Ctr, Ctr Adv Heart & Lung Dis, Dallas, TX USA
van Zyl, Johanna S.
Zafar, Hira
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Baylor Scott & White Res Inst, Dallas, TX USABaylor Univ, Med Ctr, Ctr Adv Heart & Lung Dis, Dallas, TX USA
Zafar, Hira
Felius, Joost
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机构:
Texas A&M Univ, Hlth Sci Ctr, Coll Med, Dallas, TX USA
Baylor Scott & White Res Inst, Dallas, TX USABaylor Univ, Med Ctr, Ctr Adv Heart & Lung Dis, Dallas, TX USA
Felius, Joost
Hall, Shelley A.
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机构:
Baylor Univ, Med Ctr, Ctr Adv Heart & Lung Dis, Dallas, TX USA
Baylor Scott & White Hlth, Annette C & Harold C Simmons Transplant Inst, Dallas, TX USA
Texas A&M Univ, Hlth Sci Ctr, Coll Med, Dallas, TX USABaylor Univ, Med Ctr, Ctr Adv Heart & Lung Dis, Dallas, TX USA
Hall, Shelley A.
Carey, Sandra A.
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机构:
Baylor Univ, Med Ctr, Ctr Adv Heart & Lung Dis, Dallas, TX USA
Baylor Scott & White Hlth, Annette C & Harold C Simmons Transplant Inst, Dallas, TX USABaylor Univ, Med Ctr, Ctr Adv Heart & Lung Dis, Dallas, TX USA
机构:
Genom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
NHLBI, Div Intramural Res, 10 Ctr Dr,7S261, Bethesda, MD USAGenom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Jang, Moon Kyoo
Tunc, Ilker
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h-index: 0
机构:
NHLBI, Div Intramural Res, 10 Ctr Dr,7S261, Bethesda, MD USAGenom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Tunc, Ilker
Berry, Gerald J.
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h-index: 0
机构:
Genom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Stanford Univ, Sch Med, Palo Alto, CA 94304 USAGenom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Berry, Gerald J.
Marboe, Charles
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h-index: 0
机构:
Genom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
York Presbyterian Univ Hosp Cornell & Columbia, Dept Pathol, New York, NY USAGenom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Marboe, Charles
Kong, Hyesik
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h-index: 0
机构:
Genom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
NHLBI, Div Intramural Res, 10 Ctr Dr,7S261, Bethesda, MD USAGenom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Kong, Hyesik
Keller, Michael B.
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Genom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
NHLBI, Div Intramural Res, 10 Ctr Dr,7S261, Bethesda, MD USA
Johns Hopkins Sch Med, Div Pulm & Crit Care Med, 1830 East Monument St, Baltimore, MD USAGenom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Keller, Michael B.
Shah, Pali D.
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h-index: 0
机构:
Genom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Johns Hopkins Sch Med, Div Pulm & Crit Care Med, 1830 East Monument St, Baltimore, MD USAGenom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Shah, Pali D.
Timofte, Irina
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h-index: 0
机构:
Genom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Univ Maryland, Med Ctr, Baltimore, MD 21201 USAGenom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Timofte, Irina
Brown, Anne W.
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h-index: 0
机构:
Genom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Inova Fairfax Hosp, Fairfax, VA USAGenom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Brown, Anne W.
Ponor, Ileana L.
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机构:
Johns Hopkins Bayview Med Ctr, Dept Med, Baltimore, MD 21224 USAGenom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
机构:
Genom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
NCI, Rockville, MD USAGenom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Philogene, Mary C.
Yu, Kai
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机构:
NCI, Rockville, MD USAGenom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Yu, Kai
Iacono, Aldo
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机构:
Genom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Univ Maryland, Med Ctr, Baltimore, MD 21201 USAGenom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Iacono, Aldo
Orens, Jonathan B.
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h-index: 0
机构:
Genom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Stanford Univ, Sch Med, Palo Alto, CA 94304 USAGenom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Orens, Jonathan B.
Nathan, Steven D.
论文数: 0引用数: 0
h-index: 0
机构:
Genom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Inova Fairfax Hosp, Fairfax, VA USAGenom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
Nathan, Steven D.
Agbor-Enoh, Sean
论文数: 0引用数: 0
h-index: 0
机构:
Genom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA
NHLBI, Div Intramural Res, 10 Ctr Dr,7S261, Bethesda, MD USA
Johns Hopkins Sch Med, Div Pulm & Crit Care Med, 1830 East Monument St, Baltimore, MD USAGenom Res Alliance Transplantat GRAfT, 10 Ctr Dr,7S261, Bethesda, MD USA