High-throughput sequencing (HTS) is considered a technical revolution that has improved our knowledge of lymphoid and autoimmune diseases, changing our approach to leukaemia both at diagnosis and during follow-up. As part of an immunoglobulin/T cell receptor-based minimal residual disease (MRD) assessment of acute lymphoblastic leukaemia patients, we assessed the performance and feasibility of the replacement of the first steps of the approach based on DNA isolation and Sanger sequencing, using a HTS protocol combined with bioinformatics analysis and visualization using the Vidjil software. We prospectively analysed the diagnostic and relapse samples of 34 paediatric patients, thus identifying 125 leukaemic clones with recombinations on multiple loci (TRG, TRD, IGH and IGK), including Dd2/Dd3 and Intron/KDE rearrangements. Sequencing failures were halved (14% vs. 34%, P = 0.0007), enabling more patients to be monitored. Furthermore, more markers per patient could be monitored, reducing the probability of false negative MRD results. The whole analysis, from sample receipt to clinical validation, was shorter than our current diagnostic protocol, with equal resources. V(D)J recombination was successfully assigned by the software, even for unusual recombinations. This study emphasizes the progress that HTS with adapted bioinformatics tools can bring to the diagnosis of leukaemia patients.
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Lefranc M. P., 2011, COLD SPRING HARBOR P, Vvol. 2011, DOI DOI 10.1101/PDB.TOP115
机构:
Univ Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Logan, Aaron C.
;
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Vashi, Nikita
;
Faham, Malek
论文数: 0引用数: 0
h-index: 0
机构:
Sequenta Inc, San Francisco, CA USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Faham, Malek
;
Carlton, Victoria
论文数: 0引用数: 0
h-index: 0
机构:
Sequenta Inc, San Francisco, CA USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Carlton, Victoria
;
Kong, Katherine
论文数: 0引用数: 0
h-index: 0
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Sequenta Inc, San Francisco, CA USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Kong, Katherine
;
Buno, Ismael
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h-index: 0
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Hosp GU Gregorio Maranon, Dept Hematol, Madrid, SpainUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Buno, Ismael
;
Zheng, Jianbiao
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h-index: 0
机构:
Sequenta Inc, San Francisco, CA USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Zheng, Jianbiao
;
Moorhead, Martin
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h-index: 0
机构:
Sequenta Inc, San Francisco, CA USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Moorhead, Martin
;
Klinger, Mark
论文数: 0引用数: 0
h-index: 0
机构:
Sequenta Inc, San Francisco, CA USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Klinger, Mark
;
Zhang, Bing
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Pathol, Sch Med, Stanford, CA 94305 USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Zhang, Bing
;
Waqar, Amna
论文数: 0引用数: 0
h-index: 0
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Stanford Univ, Dept Pathol, Sch Med, Stanford, CA 94305 USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Waqar, Amna
;
Zehnder, James L.
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Stanford Univ, Dept Pathol, Sch Med, Stanford, CA 94305 USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Zehnder, James L.
;
Miklos, David B.
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机构:
Stanford Univ, Dept Med, Sch Med, Div Blood & Marrow Transplantat, Stanford, CA 94305 USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
机构:
Stanford Univ, Div Blood & Marrow Transplantat, Sch Med, Stanford, CA 94305 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Logan, Aaron C.
;
Gao, Hong
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Genome Technol Ctr, Stanford, CA 94304 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Gao, Hong
;
Wang, Chunlin
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Genome Technol Ctr, Stanford, CA 94304 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Wang, Chunlin
;
Sahaf, Bita
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Div Blood & Marrow Transplantat, Sch Med, Stanford, CA 94305 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Sahaf, Bita
;
Jones, Carol D.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Pathol, Sch Med, Stanford, CA 94305 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Jones, Carol D.
;
Marshall, Eleanor L.
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h-index: 0
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Stanford Univ, Dept Pathol, Sch Med, Stanford, CA 94305 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Marshall, Eleanor L.
;
Buno, Ismael
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h-index: 0
机构:
Hosp Gen Univ Gregorio Maranon, Dept Hematol, Madrid 28007, SpainStanford Genome Technol Ctr, Stanford, CA 94304 USA
Buno, Ismael
;
Armstrong, Randall
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Hosp & Clin, Stanford Cellular Therapeut & Transplantat Lab, Stanford, CA 94305 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Armstrong, Randall
;
Fire, Andrew Z.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Pathol, Sch Med, Stanford, CA 94305 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Fire, Andrew Z.
;
Weinberg, Kenneth I.
论文数: 0引用数: 0
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机构:Stanford Genome Technol Ctr, Stanford, CA 94304 USA
Weinberg, Kenneth I.
;
Mindrinos, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Genome Technol Ctr, Stanford, CA 94304 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Mindrinos, Michael
;
Zehnder, James L.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Med, Div Hematol, Sch Med, Stanford, CA 94305 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Zehnder, James L.
;
Boyd, Scott D.
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Stanford Univ, Dept Pathol, Sch Med, Stanford, CA 94305 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Boyd, Scott D.
;
Xiao, Wenzhong
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h-index: 0
机构:
Stanford Genome Technol Ctr, Stanford, CA 94304 USA
Harvard Univ, Sch Med, Massachusetts Gen Hosp, Boston, MA 02114 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Xiao, Wenzhong
;
Davis, Ronald W.
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机构:
Stanford Genome Technol Ctr, Stanford, CA 94304 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Davis, Ronald W.
;
Miklos, David B.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Div Blood & Marrow Transplantat, Sch Med, Stanford, CA 94305 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
机构:
Univ Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Logan, Aaron C.
;
论文数: 引用数:
h-index:
机构:
Vashi, Nikita
;
Faham, Malek
论文数: 0引用数: 0
h-index: 0
机构:
Sequenta Inc, San Francisco, CA USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Faham, Malek
;
Carlton, Victoria
论文数: 0引用数: 0
h-index: 0
机构:
Sequenta Inc, San Francisco, CA USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Carlton, Victoria
;
Kong, Katherine
论文数: 0引用数: 0
h-index: 0
机构:
Sequenta Inc, San Francisco, CA USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Kong, Katherine
;
Buno, Ismael
论文数: 0引用数: 0
h-index: 0
机构:
Hosp GU Gregorio Maranon, Dept Hematol, Madrid, SpainUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Buno, Ismael
;
Zheng, Jianbiao
论文数: 0引用数: 0
h-index: 0
机构:
Sequenta Inc, San Francisco, CA USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Zheng, Jianbiao
;
Moorhead, Martin
论文数: 0引用数: 0
h-index: 0
机构:
Sequenta Inc, San Francisco, CA USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Moorhead, Martin
;
Klinger, Mark
论文数: 0引用数: 0
h-index: 0
机构:
Sequenta Inc, San Francisco, CA USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Klinger, Mark
;
Zhang, Bing
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Pathol, Sch Med, Stanford, CA 94305 USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Zhang, Bing
;
Waqar, Amna
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Pathol, Sch Med, Stanford, CA 94305 USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Waqar, Amna
;
Zehnder, James L.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Pathol, Sch Med, Stanford, CA 94305 USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
Zehnder, James L.
;
Miklos, David B.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Med, Sch Med, Div Blood & Marrow Transplantat, Stanford, CA 94305 USAUniv Calif San Francisco, Div Hematol & Blood & Marrow Transplantat, Dept Med, San Francisco, CA 94143 USA
机构:
Stanford Univ, Div Blood & Marrow Transplantat, Sch Med, Stanford, CA 94305 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Logan, Aaron C.
;
Gao, Hong
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Genome Technol Ctr, Stanford, CA 94304 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Gao, Hong
;
Wang, Chunlin
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Genome Technol Ctr, Stanford, CA 94304 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Wang, Chunlin
;
Sahaf, Bita
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Div Blood & Marrow Transplantat, Sch Med, Stanford, CA 94305 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Sahaf, Bita
;
Jones, Carol D.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Pathol, Sch Med, Stanford, CA 94305 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Jones, Carol D.
;
Marshall, Eleanor L.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Pathol, Sch Med, Stanford, CA 94305 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Marshall, Eleanor L.
;
Buno, Ismael
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Gen Univ Gregorio Maranon, Dept Hematol, Madrid 28007, SpainStanford Genome Technol Ctr, Stanford, CA 94304 USA
Buno, Ismael
;
Armstrong, Randall
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Hosp & Clin, Stanford Cellular Therapeut & Transplantat Lab, Stanford, CA 94305 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Armstrong, Randall
;
Fire, Andrew Z.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Pathol, Sch Med, Stanford, CA 94305 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Fire, Andrew Z.
;
Weinberg, Kenneth I.
论文数: 0引用数: 0
h-index: 0
机构:Stanford Genome Technol Ctr, Stanford, CA 94304 USA
Weinberg, Kenneth I.
;
Mindrinos, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Genome Technol Ctr, Stanford, CA 94304 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Mindrinos, Michael
;
Zehnder, James L.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Med, Div Hematol, Sch Med, Stanford, CA 94305 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Zehnder, James L.
;
Boyd, Scott D.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Pathol, Sch Med, Stanford, CA 94305 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Boyd, Scott D.
;
Xiao, Wenzhong
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Genome Technol Ctr, Stanford, CA 94304 USA
Harvard Univ, Sch Med, Massachusetts Gen Hosp, Boston, MA 02114 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Xiao, Wenzhong
;
Davis, Ronald W.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Genome Technol Ctr, Stanford, CA 94304 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA
Davis, Ronald W.
;
Miklos, David B.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Div Blood & Marrow Transplantat, Sch Med, Stanford, CA 94305 USAStanford Genome Technol Ctr, Stanford, CA 94304 USA