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Shukla N, Levine MF, Gundem G, Domenico D, Spitzer B, Bouvier N, Arango-Ossa JE, Glodzik D, Medina-Martínez JS, Bhanot U, Gutiérrez-Abril J, Zhou Y, Fiala E, Stockfisch E, Li S, Rodriguez-Sanchez MI, O'Donohue T, Cobbs C, Roehrl MHA, Benhamida J, Iglesias Cardenas F, Ortiz M, Kinnaman M, Roberts S, Ladanyi M, Modak S, Farouk-Sait S, Slotkin E, Karajannis MA, Dela Cruz F, Glade Bender J, Zehir A, Viale A, Walsh MF, Kung AL, Papaemmanuil E. Feasibility of whole genome and transcriptome profiling in pediatric and young adult cancers. Nat Commun 2022; 13:2485. [PMID: 35585047 PMCID: PMC9117241 DOI: 10.1038/s41467-022-30233-7] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 04/21/2022] [Indexed: 02/07/2023] Open
Abstract
The utility of cancer whole genome and transcriptome sequencing (cWGTS) in oncology is increasingly recognized. However, implementation of cWGTS is challenged by the need to deliver results within clinically relevant timeframes, concerns about assay sensitivity, reporting and prioritization of findings. In a prospective research study we develop a workflow that reports comprehensive cWGTS results in 9 days. Comparison of cWGTS to diagnostic panel assays demonstrates the potential of cWGTS to capture all clinically reported mutations with comparable sensitivity in a single workflow. Benchmarking identifies a minimum of 80× as optimal depth for clinical WGS sequencing. Integration of germline, somatic DNA and RNA-seq data enable data-driven variant prioritization and reporting, with oncogenic findings reported in 54% more patients than standard of care. These results establish key technical considerations for the implementation of cWGTS as an integrated test in clinical oncology. Cancer whole-genome and transcriptome sequencing (cWGTS) has been challenging to implement in clinical settings. Here, the authors develop a workflow to deliver robust cWGTS analyses and reports within clinically-relevant timeframes for paediatric, adolescent and young adult solid tumour patients.
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Affiliation(s)
- N Shukla
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - M F Levine
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - G Gundem
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - D Domenico
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - B Spitzer
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - N Bouvier
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - J E Arango-Ossa
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - D Glodzik
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - J S Medina-Martínez
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - U Bhanot
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Precision Pathology Biobanking Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - J Gutiérrez-Abril
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Y Zhou
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - E Fiala
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - E Stockfisch
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - S Li
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - T O'Donohue
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - C Cobbs
- Integrated Genomics Operation Core, Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - M H A Roehrl
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Precision Pathology Biobanking Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - J Benhamida
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - F Iglesias Cardenas
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - M Ortiz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - M Kinnaman
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - S Roberts
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - M Ladanyi
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - S Modak
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - S Farouk-Sait
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - E Slotkin
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - M A Karajannis
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - F Dela Cruz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - J Glade Bender
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - A Zehir
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - A Viale
- Integrated Genomics Operation Core, Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - M F Walsh
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - A L Kung
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - E Papaemmanuil
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA. .,Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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Keyes A, Mathias M, Boulad F, Lee YJ, Marchetti MA, Scaradavou A, Spitzer B, Papanicolaou GA, Wieczorek I, Busam KJ. Cutaneous involvement of disseminated adenovirus infection in an allogeneic stem cell transplant recipient. Br J Dermatol 2016; 174:885-888. [PMID: 26707343 DOI: 10.1111/bjd.14369] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/07/2015] [Indexed: 01/03/2023]
Abstract
Infection by human adenoviruses can lead to significant morbidity and mortality in immunocompromised hosts, such as allogeneic stem cell transplant (SCT) recipients, with limited effective treatment options. Specific cutaneous manifestations of disseminated adenovirus infection are not well described. We report a woman in her twenties who received an allogeneic T-cell-depleted peripheral blood SCT for the treatment of severe aplastic anaemia and, 5 months post-transplant, was hospitalized for severe systemic adenovirus infection with progressive involvement of the colon, liver and lungs. Despite therapy with intravenous cidofovir, oral brincidofovir and intravenous immunoglobulin, she had progression of adenoviraemia and dissemination of adenoviral disease. The patient developed a progressive rash characterized by keratotic papules that began on the palms and soles and spread to the entire body. Histopathological examination of skin biopsies of individual skin lesions from the palm and abdomen showed focal acantholytic dyskeratosis and keratinocytes with hyperchromatic nuclei. Several keratinocyte nuclei were immunoreactive for adenovirus. The patient was further treated with ribavirin and adenovirus-specific cytotoxic T lymphocytes but experienced multisystem progression of adenovirus infection culminating in death.
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Affiliation(s)
- A Keyes
- Dermatology Service, Memorial Sloan Kettering Cancer Center, New York, NY, 10022, U.S.A
| | - M Mathias
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, 10022, U.S.A
| | - F Boulad
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, 10022, U.S.A
| | - Y J Lee
- Infectious Disease Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10022, U.S.A
| | - M A Marchetti
- Dermatology Service, Memorial Sloan Kettering Cancer Center, New York, NY, 10022, U.S.A
| | - A Scaradavou
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, 10022, U.S.A
| | - B Spitzer
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, 10022, U.S.A
| | - G A Papanicolaou
- Infectious Disease Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, 10022, U.S.A
| | - I Wieczorek
- Dermatology Service, Memorial Sloan Kettering Cancer Center, New York, NY, 10022, U.S.A
| | - K J Busam
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, 10022, U.S.A
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3
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Guryanova OA, Lieu YK, Garrett-Bakelman FE, Spitzer B, Glass JL, Shank K, Martinez ABV, Rivera SA, Durham BH, Rapaport F, Keller MD, Pandey S, Bastian L, Tovbin D, Weinstein AR, Teruya-Feldstein J, Abdel-Wahab O, Santini V, Mason CE, Melnick AM, Mukherjee S, Levine RL. Dnmt3a regulates myeloproliferation and liver-specific expansion of hematopoietic stem and progenitor cells. Leukemia 2015; 30:1133-42. [PMID: 26710888 PMCID: PMC4856586 DOI: 10.1038/leu.2015.358] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2015] [Revised: 12/08/2015] [Accepted: 12/14/2015] [Indexed: 12/22/2022]
Abstract
DNMT3A mutations are observed in myeloid malignancies, including myeloproliferative neoplasms (MPN), myelodysplastic syndromes (MDS), and acute myeloid leukemia (AML). Transplantation studies have elucidated an important role for Dnmt3a in stem cell self-renewal and in myeloid differentiation. Here we investigated the impact of conditional hematopoietic Dnmt3a loss on disease phenotype in primary mice. Mx1-Cre-mediated Dnmt3a ablation led to the development of a lethal, fully penetrant myeloproliferative neoplasm with myelodysplasia (MDS/MPN) characterized by peripheral cytopenias and by marked, progressive hepatomegaly. We detected expanded stem/progenitor populations in the liver of Dnmt3a-ablated mice. The MDS/MPN induced by Dnmt3a ablation was transplantable, including the marked hepatomegaly. Homing studies showed that Dnmt3a-deleted bone marrow cells preferentially migrated to the liver. Gene expression and DNA methylation analyses of progenitor cell populations identified differential regulation of hematopoietic regulatory pathways, including fetal liver hematopoiesis transcriptional programs. These data demonstrate that Dnmt3a ablation in the hematopoietic system leads to myeloid transformation in vivo, with cell autonomous aberrant tissue tropism and marked extramedullary hematopoiesis (EMH) with liver involvement. Hence, in addition to the established role of Dnmt3a in regulating self-renewal, Dnmt3a regulates tissue tropism and limits myeloid progenitor expansion in vivo.
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Affiliation(s)
- O A Guryanova
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Y K Lieu
- Department of Medicine, Irving Cancer Research Center, Columbia University, New York, NY, USA
| | | | - B Spitzer
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - J L Glass
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA.,Leukemia Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - K Shank
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - A B V Martinez
- Hematology Unit, University of Florence, Florence, Italy
| | - S A Rivera
- Department of Medicine, Irving Cancer Research Center, Columbia University, New York, NY, USA
| | - B H Durham
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - F Rapaport
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - M D Keller
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - S Pandey
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - L Bastian
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - D Tovbin
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - A R Weinstein
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - J Teruya-Feldstein
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - O Abdel-Wahab
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Leukemia Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - V Santini
- Hematology Unit, University of Florence, Florence, Italy
| | - C E Mason
- Department of Physiology and Biophysics, Weill Cornell Medical College, New York, NY, USA
| | - A M Melnick
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - S Mukherjee
- Department of Medicine, Irving Cancer Research Center, Columbia University, New York, NY, USA
| | - R L Levine
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Leukemia Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Center for Epigenetics Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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