1
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Hasnain A, Thompson LL, Hoppman NL, Hovanes K, Liu J, Hashemi B. Constitutional Chromothripsis on Chromosome 2: A Rare Case with Severe Presentation. Case Rep Genet 2024; 2024:6319030. [PMID: 38322183 PMCID: PMC10846923 DOI: 10.1155/2024/6319030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 01/16/2024] [Accepted: 01/18/2024] [Indexed: 02/08/2024] Open
Abstract
Chromothripsis is characterized by shattering and subsequent reassembly of chromosomes by DNA repair processes, which can give rise to a variety of congenital abnormalities and cancer. Constitutional chromothripsis is a rare occurrence, reported in children presenting with a wide range of birth defects. We present a case of a female child born with multiple major congenital abnormalities including severe microcephaly, ocular dysgenesis, heart defect, and imperforate anus. Chromosomal microarray and mate pair sequencing identified a complex chromosomal rearrangement involving the terminal end of the long arm of chromosome 2, with two duplications (located at 2p25.3-p25.1 and 2q35-q37.2 regions) and two deletions (located at 2q37.2-q37.3 and 2q37.3 regions) along with structural changes including inverted segments. A review of the literature for complex rearrangements on chromosome 2 revealed overlapping features; however, our patient had a significantly more severe phenotype which resulted in early death at the age of 2 years. Breakpoints analysis did not reveal the involvement of any candidate genes. We concluded that the complexity of the genomic rearrangement and the combined dosage/structural effect of these copy number variants are likely explanations for the severe presentation in our patient.
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Affiliation(s)
- Afia Hasnain
- Genomics Laboratory, Diagnostic Services, Shared Health, Winnipeg, MB, Canada
| | - Laura L. Thompson
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Nicole L. Hoppman
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | | | - Jing Liu
- Genomics Laboratory, Diagnostic Services, Shared Health, Winnipeg, MB, Canada
| | - Bita Hashemi
- Genetics and Metabolism Program, Shared Health, Winnipeg, MB, Canada
- Department of Pediatrics, Division of Genetics and Metabolism, Saskatchewan Health Authority, Saskatoon, SK, Canada
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2
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Points to consider in the detection of germline structural variants using next-generation sequencing: A statement of the American College of Medical Genetics and Genomics (ACMG). Genet Med 2023; 25:100316. [PMID: 36507974 DOI: 10.1016/j.gim.2022.09.017] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 09/29/2022] [Accepted: 09/30/2022] [Indexed: 12/14/2022] Open
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3
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Zhou T, Lu L, Li C. Optimization of the " in-silico" mate-pair method improves contiguity and accuracy of genome assembly. Ecol Evol 2023; 13:e9745. [PMID: 36644701 PMCID: PMC9833964 DOI: 10.1002/ece3.9745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Revised: 12/30/2022] [Accepted: 12/30/2022] [Indexed: 01/13/2023] Open
Abstract
A combination of short-insert paired-ended and mate-pair libraries of large insert sizes is used as a standard method to generate genome assemblies with high contiguity. The third-generation sequencing techniques also are used to improve the quality of assembled genomes. However, both mate-pair libraries and the third-generation libraries require high-molecular-weight DNA, making the use of these libraries inappropriate for samples with only degraded DNA. An in silico method that generates mate-pair libraries using a reference genome was devised for the task of assembling target genomes. Although the contiguity and completeness of assembled genomes were significantly improved by this method, a high level of errors manifested in the assembly, further to which the methods for using reference genomes, was not optimized. Here, we tested different strategies for using reference genomes to generate in silico mate-pairs. The results showed that using a closely related reference genome from the same genus was more effective than using divergent references. Conservation of in silico mate-pairs by comparing two references and using those to guide genome assembly reduced the number of misassemblies (18.6%-46.1%) and increased the contiguity of assembled genomes (9.7%-70.7%), while maintaining gene completeness at a level that was either similar or marginally lower than that obtained via the current method. Finally, we developed a pipeline of the optimized in silico method and compared it with another reference-guided assembler, RagTag. We found that RagTag produced longer scaffolds (17.8 Mbp vs 3.0 Mbp), but resulted in a much higher misassembly rate (85.68%) than our optimized in silico mate-pair method. This optimized in silico pipeline developed in this study should facilitate further studies on genomics, population genetics, and conservation of endangered species.
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Affiliation(s)
- Tao Zhou
- Shanghai Universities Key Laboratory of Marine Animal Taxonomy and EvolutionShanghai Ocean UniversityShanghaiChina,Shanghai Collaborative Innovation for Aquatic Animal Genetics and BreedingShanghai Ocean UniversityShanghaiChina
| | - Liang Lu
- Shanghai Universities Key Laboratory of Marine Animal Taxonomy and EvolutionShanghai Ocean UniversityShanghaiChina,Shanghai Collaborative Innovation for Aquatic Animal Genetics and BreedingShanghai Ocean UniversityShanghaiChina
| | - Chenhong Li
- Shanghai Universities Key Laboratory of Marine Animal Taxonomy and EvolutionShanghai Ocean UniversityShanghaiChina,Shanghai Collaborative Innovation for Aquatic Animal Genetics and BreedingShanghai Ocean UniversityShanghaiChina
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4
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Pitel BA, Zuckerman EZ, Baughn LB. Mate Pair Sequencing: Next-Generation Sequencing for Structural Variant Detection. Methods Mol Biol 2023; 2621:127-149. [PMID: 37041444 DOI: 10.1007/978-1-0716-2950-5_9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/13/2023]
Abstract
Structural variant detection by next-generation sequencing (NGS) methods have a higher molecular resolution than conventional cytogenetic techniques (Aypar et al., Eur J Haematol 102(1):87-96, 2019; Smadbeck et al., Blood Cancer J 9(12):103, 2019) and are particularly helpful in characterizing genomic rearrangements. Mate pair sequencing (MPseq) leverages a unique library preparation chemistry involving circularization of long DNA fragments, allowing for a unique application of paired-end sequencing of reads that are expected to map 2-5 kb apart in the genome. The unique orientation of the reads allows the user to estimate the location of breakpoints involved in a structural variant either within the sequenced reads or between the two reads. The precision of structural variant and copy number detection by this method allows for characterization of cryptic and complex rearrangements that may be otherwise undetectable by conventional cytogenetic methods (Singh et al., Leuk Lymphoma 60(5):1304-1307, 2019; Peterson et al., Blood Adv 3(8):1298-1302, 2019; Schultz et al., Leuk Lymphoma 61(4):975-978, 2020; Peterson et al., Mol Case Studies 5(2), 2019; Peterson et al., Mol Case Studies 5(3), 2019).
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Affiliation(s)
- Beth A Pitel
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
| | | | - Linda B Baughn
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
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5
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Koleilat A, Smadbeck JB, Zepeda‐Mendoza CJ, Williamson CM, Pitel BA, Golden CL, Xu X, Greipp PT, Ketterling RP, Hoppman NL, Peterson JF, Harrison CJ, Akkari YMN, Tsuchiya KD, Shago M, Baughn LB. Characterization of unusual iAMP21 B-lymphoblastic leukemia (iAMP21-ALL) from the Mayo Clinic and Children's Oncology Group. Genes Chromosomes Cancer 2022; 61:710-719. [PMID: 35771717 PMCID: PMC9549522 DOI: 10.1002/gcc.23084] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 06/06/2022] [Accepted: 06/27/2022] [Indexed: 01/01/2023] Open
Abstract
Acute lymphoblastic leukemia (B-ALL) with intrachromosomal amplification of chromosome 21 (iAMP21-ALL) represents a recurrent high-risk cytogenetic abnormality and accurate identification is critical for appropriate clinical management. Identification of iAMP21-ALL has historically relied on fluorescence in situ hybridization (FISH) using a RUNX1 probe. Current classification requires ≥ five copies of RUNX1 per cell and ≥ three additional copies of RUNX1 on a single abnormal iAMP21-chromosome. We sought to evaluate the performance of the RUNX1 probe in the identification of iAMP21-ALL. This study was a retrospective evaluation of iAMP21-ALL in the Mayo Clinic and Children's Oncology Group cohorts. Of 207 cases of iAMP21-ALL, 188 (91%) were classified as "typical" iAMP21-ALL, while 19 (9%) cases were classified as "unusual" iAMP21-ALL. The "unusual" iAMP21 cases did not meet the current definition of iAMP21 by FISH but were confirmed to have iAMP21 by chromosomal microarray. Half of the "unusual" iAMP21-ALL cases had less than five RUNX1 signals, while the remainder had ≥ five RUNX1 signals with some located apart from the abnormal iAMP21-chromosome. Nine percent of iAMP21-ALL cases fail to meet the FISH definition of iAMP21-ALL demonstrating that laboratories are at risk of misidentification of iAMP21-ALL when relying only on the RUNX1 FISH probe. Incorporation of chromosomal microarray testing circumvents these risks.
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Affiliation(s)
- Alaa Koleilat
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
| | - James B. Smadbeck
- Division of Computational Biology, Department of Quantitative Health SciencesMayo ClinicRochesterMinnesotaUSA
| | | | - Cynthia M. Williamson
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
| | - Beth A. Pitel
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
| | - Crystal L. Golden
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
| | - Xinjie Xu
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA,Division of Hematopathology, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
| | - Patricia T. Greipp
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA,Division of Hematopathology, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
| | - Rhett P. Ketterling
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA,Division of Hematopathology, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
| | - Nicole L. Hoppman
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
| | - Jess F. Peterson
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA,Division of Hematopathology, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
| | - Christine J. Harrison
- Leukaemia Research Cytogenetics Group, Translational and Clinical Research InstituteNewcastle University Centre for CancerNewcastle‐upon‐TyneUK
| | | | - Karen D. Tsuchiya
- Department of Laboratory Medicine and PathologyUniversity of WashingtonSeattleWAUSA
| | - Mary Shago
- Department of Paediatric Laboratory Medicine, The Hospital for Sick ChildrenUniversity of TorontoTorontoOntarioCanada
| | - Linda B. Baughn
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
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6
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Arthur C, Rezayee F, Mogensen N, Saft L, Rosenquist R, Nordenskjöld M, Harila-Saari A, Tham E, Barbany G. Patient-Specific Assays Based on Whole-Genome Sequencing Data to Measure Residual Disease in Children With Acute Lymphoblastic Leukemia: A Proof of Concept Study. Front Oncol 2022; 12:899325. [PMID: 35865473 PMCID: PMC9296121 DOI: 10.3389/fonc.2022.899325] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 05/23/2022] [Indexed: 01/24/2023] Open
Abstract
Risk-adapted treatment in acute lymphoblastic leukemia (ALL) relies on genetic information and measurable residual disease (MRD) monitoring. In this proof of concept study, DNA from diagnostic bone marrow (BM) of six children with ALL, without stratifying genetics or central nervous system (CNS) involvement, underwent whole-genome sequencing (WGS) to identify structural variants (SVs) in the leukemic blasts. Unique sequences generated by SVs were targeted with patient-specific droplet digital PCR (ddPCR) assays. Genomic DNA (gDNA) from BM and cell-free DNA (cfDNA) from plasma and cerebrospinal fluid (CSF) were analyzed longitudinally. WGS with 30× coverage enabled target identification in all cases. Limit of quantifiability (LoQ) and limit of detection (LoD) for the ddPCR assays (n = 15) were up to 10-5 and 10-6, respectively. All targets were readily detectable in a multiplexed ddPCR with minimal DNA input (1 ng of gDNA) at a 10-1 dilution, and targets for half of the patients were also detectable at a 10-2 dilution. The level of MRD in BM at end of induction and end of consolidation block 1 was in a comparable range between ddPCR and clinical routine methods for samples with detectable residual disease, although our approach consistently detected higher MRD values for patients with B-cell precursor ALL. Additionally, several samples with undetectable MRD by flow cytometry were MRD-positive by ddPCR. In plasma, the level of leukemic targets decreased in cfDNA over time following the MRD level detected in BM. cfDNA was successfully extracted from all diagnostic CSF samples (n = 6), and leukemic targets were detected in half of these. The results suggest that our approach to design molecular assays, together with ddPCR quantification, is a technically feasible option for accurate MRD quantification and that cfDNA may contribute valuable information regarding MRD and low-grade CNS involvement.
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Affiliation(s)
- Cecilia Arthur
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden,Department of Molecular Medicine and Surgery and Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden,*Correspondence: Cecilia Arthur,
| | - Fatemah Rezayee
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden,Department of Molecular Medicine and Surgery and Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Nina Mogensen
- Department of Pediatric Oncology, Karolinska University Hospital, Stockholm, Sweden,Department of Women’s and Children’s Health, Karolinska Institutet, Stockholm, Sweden
| | - Leonie Saft
- Department of Clinical Pathology and Cancer Diagnostics, Karolinska University Hospital, Stockholm, Sweden,Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Richard Rosenquist
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden,Department of Molecular Medicine and Surgery and Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Magnus Nordenskjöld
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden,Department of Molecular Medicine and Surgery and Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Arja Harila-Saari
- Department of Women’s and Children’s Health, Uppsala University, Uppsala, Sweden
| | - Emma Tham
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden,Department of Molecular Medicine and Surgery and Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Gisela Barbany
- Department of Clinical Genetics, Karolinska University Hospital, Stockholm, Sweden,Department of Molecular Medicine and Surgery and Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
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7
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Hou YCC, Neidich JA, Duncavage EJ, Spencer DH, Schroeder MC. Clinical whole-genome sequencing in cancer diagnosis. Hum Mutat 2022; 43:1519-1530. [PMID: 35471774 DOI: 10.1002/humu.24381] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 03/24/2022] [Accepted: 04/04/2022] [Indexed: 11/10/2022]
Abstract
Characterizing the genomic landscape of cancers is a routine part of clinical care that began with the discovery of the Philadelphia chromosome and has since coevolved with genomic technologies. Genomic analysis of tumors at the nucleotide level using DNA sequencing has revolutionized the understanding of cancer biology and identified new molecular drivers of disease that have led to therapeutic advances and improved patient outcomes. However, the application of next-generation sequencing in the clinical laboratory has generally been limited until very recently to targeted analysis of selected genes. Recent technological innovations and reductions in sequencing costs are now able to deliver the long-promised goal of tumor whole-genome sequencing as a practical clinical assay.
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Affiliation(s)
- Ying-Chen C Hou
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Julie A Neidich
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Eric J Duncavage
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - David H Spencer
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri, USA.,Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri, USA.,McDonnell Genome Institute, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Molly C Schroeder
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, Missouri, USA
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8
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Chen L, Wang L, Yin D, Tang F, Zeng Y, Zhu H, Wang J. Analysis of autosomal dominant genes impacted by copy number loss in 24,844 fetuses without structural abnormalities. BMC Genomics 2022; 23:94. [PMID: 35109792 PMCID: PMC8812209 DOI: 10.1186/s12864-022-08340-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Accepted: 01/28/2022] [Indexed: 12/03/2022] Open
Abstract
Background The broad application of high-resolution chromosome detection technology in prenatal diagnosis has identified copy number loss (CNL) involving autosomal dominant (AD) genes in certain fetuses. Exon sequencing of fetuses exhibiting structural anomalies yields diagnostic information in up to 20% of cases. However, there is currently no relevant literature about the genetic origin and pregnancy outcome of CNL involving AD genes in fetuses without structural abnormalities. Results This was a prospective study involving pregnant women who underwent amniocentesis for fetal copy number variation sequencing (CNVseq). Detection of parent-of-origin was suggested in cases of samples with CNL involving AD genes and the pregnancy outcome was monitored. Amniotic fluid samples from 24,844 fetuses without structural abnormalities were successfully tested via CNVseq. The results showed that 134 fetuses (0.5%) had small CNL (< 10 Mb) containing AD genes, after excluding microdeletion and microduplication syndrome and polymorphisms. By monitoring the pregnancy outcomes of the 134 fetuses, we found that 104 (77.6%) were good, 13 (9.7%) were adverse, and 17 (12.7%) pregnant women voluntarily chose to terminate pregnancy. Of the 13 fetuses with adverse pregnancy outcomes, only 2 fetuses had phenotypes consistent with those of diseases caused by AD genes involved in CNL. Conclusions The overall prognosis for fetuses without family history or structural abnormalities but with small CNL containing AD genes detected during pregnancy is good. The genetic origin, overlap status of established haploinsufficient gene and/or region, size of the CNL, and genetic mode may affect the pathogenicity of the CNL. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-022-08340-y.
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Affiliation(s)
- Lin Chen
- Department of Obstetrics and Gynecology, West China Second University Hospital of Sichuan University, Chengdu, 610041, China.,Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Sichuan University, Chengdu, 610041, China
| | - Li Wang
- Department of Obstetrics and Gynecology, West China Second University Hospital of Sichuan University, Chengdu, 610041, China.,Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Sichuan University, Chengdu, 610041, China
| | - Daishu Yin
- Department of Obstetrics and Gynecology, West China Second University Hospital of Sichuan University, Chengdu, 610041, China.,Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Sichuan University, Chengdu, 610041, China
| | - Feng Tang
- Department of Obstetrics and Gynecology, West China Second University Hospital of Sichuan University, Chengdu, 610041, China.,Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Sichuan University, Chengdu, 610041, China
| | - Yang Zeng
- Department of Obstetrics and Gynecology, West China Second University Hospital of Sichuan University, Chengdu, 610041, China.,Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Sichuan University, Chengdu, 610041, China
| | - Hongmei Zhu
- Department of Obstetrics and Gynecology, West China Second University Hospital of Sichuan University, Chengdu, 610041, China.,Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Sichuan University, Chengdu, 610041, China
| | - Jing Wang
- Department of Obstetrics and Gynecology, West China Second University Hospital of Sichuan University, Chengdu, 610041, China. .,Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Sichuan University, Chengdu, 610041, China.
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9
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Kanagal-Shamanna R, Bao H, Kearney H, Smoley S, Tang Z, Luthra R, Yang H, Zhang S, Lin P, Wu D, Medeiros LJ, Lu X. Molecular characterization of Novel ATM fusions in chronic lymphocytic leukemia and T-cell prolymphocytic leukemia. Leuk Lymphoma 2021; 63:865-875. [PMID: 34898335 DOI: 10.1080/10428194.2021.2010061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
ATM deletions and/or mutations are recurrent in lymphoid neoplasms while rearrangements are rare. In this study, we used mate pair sequencing (MPseq) technology to characterize two novel ATM rearrangements in one patient with chronic lymphocytic leukemia (CLL) and one patient with T-prolymphocytic leukemia (T-PLL). Both patients showed chromosome 11q22 aberrations encompassing ATM by conventional karyotype and fluorescence in situ hybridization: isolated t(11;13)(q22;q14) in CLL and a complex karyotype with apparent 11q deletion and unbalanced der(14)t(11;14)(q22;p11.2) in T-PLL. MPseq identified ATM-LINC00371 fusion in CLL and ATM-USP28 in T-PLL, both of which led to ATM inactivation, confirmed by loss of immunohistochemical protein expression. Next-generation sequencing mutation analysis detected concurrent ATM mutation(s) CLL patient, while T-PLL lacked ATM mutation. ATM rearrangements, not apparently detectable using standard laboratory technologies, represent another mechanism of loss-of-function. Recent high-throughput technologies such as MPseq can uncover novel pathogenic gene fusions and resolve complex chromosomal rearrangements in hematologic malignancies.
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Affiliation(s)
- Rashmi Kanagal-Shamanna
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Haiyan Bao
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,Department of Hematology, SooChow University First Affiliated Hospital, Suzhou, Jiangsu, China
| | - Hutton Kearney
- Division of Laboratory Genetics and Genomics, Mayo Clinic, Rochester, MN, USA
| | - Stephanie Smoley
- Division of Laboratory Genetics and Genomics, Mayo Clinic, Rochester, MN, USA
| | - Zhenya Tang
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Rajyalakshmi Luthra
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Hui Yang
- Department of Leukemia, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Shanshan Zhang
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Pei Lin
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Depei Wu
- Department of Hematology, SooChow University First Affiliated Hospital, Suzhou, Jiangsu, China
| | - L Jeffrey Medeiros
- Department of Hematopathology, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Xinyan Lu
- Department of Pathology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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10
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Sharma N, Smadbeck JB, Abdallah N, Zepeda-Mendoza C, Binder M, Pearce KE, Asmann YW, Peterson JF, Ketterling RP, Greipp PT, Leif Bergsagel P, Vincent Rajkumar S, Kumar SK, Baughn LB. The Prognostic Role of MYC Structural Variants Identified by NGS and FISH in Multiple Myeloma. Clin Cancer Res 2021; 27:5430-5439. [PMID: 34233962 PMCID: PMC8738776 DOI: 10.1158/1078-0432.ccr-21-0005] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2021] [Revised: 03/16/2021] [Accepted: 07/01/2021] [Indexed: 12/14/2022]
Abstract
PURPOSE Structural variants (SV) of the MYC gene region are common in multiple myeloma and influence disease progression. However, the prognostic significance of different MYC SVs in multiple myeloma has not been clearly established. EXPERIMENTAL DESIGN We conducted a retrospective study of multiple myeloma comparing MYC SV subtypes identified by next-generation sequencing (NGS) and FISH to MYC expression and disease survival using 140 cases from Mayo Clinic and 658 cases from the MMRF CoMMpass study. RESULTS MYC SVs were found in 41% of cases and were classified into nine subtypes. A correlation between the presence of a MYC SV and increased MYC expression was identified. Among the nine MYC subtypes, the non-immunoglobulin (non-Ig) insertion subtype was independently associated with improved outcomes, while the Ig insertion subtype, specifically involving the IgL gene partner, was independently associated with poorer outcomes compared with other MYC SV subtypes. Although the FISH methodology failed to detect approximately 70% of all MYC SVs, those detected by FISH were associated with elevated MYC gene expression and poor outcomes suggesting a different pathogenic role for FISH-detected MYC subtypes compared with other MYC subtypes. CONCLUSIONS Understanding the impact of different MYC SVs on disease outcome is necessary for the reliable interpretation of MYC SVs in multiple myeloma. NGS approaches should be considered as a replacement technique for a more comprehensive evaluation of the multiple myeloma clone.
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Affiliation(s)
- Neeraj Sharma
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN
| | - James B. Smadbeck
- Division of Computational Biology, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN
| | - Nadine Abdallah
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN
| | | | - Moritz Binder
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN
| | - Kathryn E. Pearce
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN
| | - Yan W. Asmann
- Division of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Jacksonville, FL
| | - Jess F. Peterson
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN,Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN
| | - Rhett P. Ketterling
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN,Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN
| | - Patricia T. Greipp
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN,Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN
| | - P. Leif Bergsagel
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Scottsdale, AZ
| | - S. Vincent Rajkumar
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN
| | - Shaji K. Kumar
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN
| | - Linda B. Baughn
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN,Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN
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11
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Dalland JC, Smadbeck JB, Sharma N, Meyer RG, Pearce KE, Greipp PT, Peterson JF, Kumar S, Ketterling RP, King RL, Baughn LB. Increased complexity of t(11;14) rearrangements in plasma cell neoplasms compared with mantle cell lymphoma. Genes Chromosomes Cancer 2021; 60:678-686. [PMID: 34124820 PMCID: PMC8453742 DOI: 10.1002/gcc.22977] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 06/03/2021] [Accepted: 06/04/2021] [Indexed: 12/14/2022] Open
Abstract
Plasma cell neoplasms (PCN) and mantle cell lymphoma (MCL) can both harbor t(11;14)(q13;q32) (CCND1/IGH), usually resulting in cyclin D1 overexpression. In some cases, particularly at low levels of disease, it can be morphologically challenging to distinguish between these entities in the bone marrow (BM) since PCN with t(11;14) are often CD20-positive with lymphoplasmacytic cytology, while MCL can rarely have plasmacytic differentiation. We compared the difference in CCND1/IGH by fluorescence in situ hybridization (FISH) in PCN and MCL to evaluate for possible differentiating characteristics. We identified 326 cases of MCL with t(11;14) and 279 cases of PCN with t(11;14) from either formalin-fixed, paraffin-embedded tissue or fresh BM specimens. The "typical," balanced CCND1/IGH FISH signal pattern was defined as three total CCND1 signals, three total IGH signals, and two total fusion signals. Any deviation from the "typical" pattern was defined as an "atypical" pattern, which was further stratified into "gain of fusion" vs "complex" patterns. There was a significantly higher proportion of cases that showed an atypical FISH pattern in PCN compared with MCL (53% vs 27%, P < .0001). There was also a significantly higher proportion of cases that showed a complex FISH pattern in PCN compared with MCL (47% vs 17%, P < .0001). We confirmed these findings using mate-pair sequencing of 25 PCN and MCL samples. PCN more often have a complex CCND1/IGH FISH pattern compared with MCL, suggesting possible differences in the genomic mechanisms underlying these rearrangements in plasma cells compared with B cells.
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Affiliation(s)
- Joanna C. Dalland
- Division of Hematopathology, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
| | - James B. Smadbeck
- Division of Computational Biology, Department of Quantitative Health SciencesMayo ClinicRochesterMinnesotaUSA
| | - Neeraj Sharma
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
| | - Reid G. Meyer
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
| | - Kathryn E. Pearce
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
| | - Patricia T. Greipp
- Division of Hematopathology, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA,Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
| | - Jess F. Peterson
- Division of Hematopathology, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA,Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
| | - Shaji Kumar
- Division of Hematology, Department of Internal MedicineMayo ClinicRochesterMinnesotaUSA
| | - Rhett P. Ketterling
- Division of Hematopathology, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA,Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
| | - Rebecca L. King
- Division of Hematopathology, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
| | - Linda B. Baughn
- Division of Hematopathology, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA,Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
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12
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Chalmers SJ, Murphy SJ, Thompson LL, Hoppman NL, Smadbeck JB, Balcom JR, Harris FR, Frantz RP, Vasmatzis G, E Wylam M. Mate-pair sequencing identifies a cryptic BMPR2 mutation in hereditary pulmonary arterial hypertension. Pulm Circ 2021; 10:2045894020933081. [PMID: 34290857 PMCID: PMC8278463 DOI: 10.1177/2045894020933081] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Accepted: 05/11/2020] [Indexed: 11/29/2022] Open
Abstract
Current guidelines suggest screening all patients with idiopathic pulmonary arterial hypertension for genetic aberrations, particularly mutations in Bone Morphogenic Protein Receptor Type II (BMPR2), the gene most commonly implicated in the pathogenesis of PAH. Herein, we present a novel technique used to identify a pathogenic germline BMPR2 alteration in a 36-year-old female and family members with hereditary pulmonary arterial hypertension who each screened negative by standard cytogenetics and molecular genetics testing.
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Affiliation(s)
- Sarah J Chalmers
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Stephen J Murphy
- Biomarker Discovery Program, Center for Individualized Medicine, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Laura L Thompson
- Department of Laboratory Genetics and Genomics, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Nicole L Hoppman
- Department of Laboratory Genetics and Genomics, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - James B Smadbeck
- Biomarker Discovery Program, Center for Individualized Medicine, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Jessica R Balcom
- Department of Laboratory Genetics and Genomics, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Faye R Harris
- Biomarker Discovery Program, Center for Individualized Medicine, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Robert P Frantz
- Department of Cardiovascular Disease, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - George Vasmatzis
- Biomarker Discovery Program, Center for Individualized Medicine, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Mark E Wylam
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic College of Medicine, Rochester, MN, USA
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13
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Cope H, Barseghyan H, Bhattacharya S, Fu Y, Hoppman N, Marcou C, Walley N, Rehder C, Deak K, Alkelai A, Vilain E, Shashi V. Detection of a mosaic CDKL5 deletion and inversion by optical genome mapping ends an exhaustive diagnostic odyssey. Mol Genet Genomic Med 2021; 9:e1665. [PMID: 33955715 PMCID: PMC8372083 DOI: 10.1002/mgg3.1665] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2020] [Revised: 02/23/2021] [Accepted: 03/01/2021] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Currently available structural variant (SV) detection methods do not span the complete spectrum of disease-causing SVs. Optical genome mapping (OGM), an emerging technology with the potential to resolve diagnostic dilemmas, was performed to investigate clinically-relevant SVs in a 4-year-old male with an epileptic encephalopathy of undiagnosed molecular origin. METHODS OGM was utilized to image long, megabase-size DNA molecules, fluorescently labeled at specific sequence motifs throughout the genome with high sensitivity for detection of SVs greater than 500 bp in size. OGM results were confirmed in a CLIA-certified laboratory via mate-pair sequencing. RESULTS OGM identified a mosaic, de novo 90 kb deletion and inversion on the X chromosome disrupting the CDKL5 gene. Detection of the mosaic deletion, which had been previously undetected by chromosomal microarray, an infantile epilepsy panel including exon-level microarray for CDKL5, exome sequencing as well as genome sequencing, resulted in a diagnosis of X-linked dominant early infantile epileptic encephalopathy-2. CONCLUSION OGM affords an effective technology for the detection of SVs, especially those that are mosaic, since these remain difficult to detect with current NGS technologies and with conventional chromosomal microarrays. Further research in undiagnosed populations with OGM is warranted.
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Affiliation(s)
- Heidi Cope
- Division of Medical GeneticsDepartment of PediatricsDuke University Medical CenterDurhamNCUSA
| | - Hayk Barseghyan
- Center for Genetic Medicine ResearchChildren’s National HospitalWashingtonDCUSA
- Department of genomics and Precision MedicineSchool of Medicine and Health SciencesGeorge Washington UniversityWashingtonDCUSA
- Bionano Genomics IncSan DiegoCAUSA
| | | | - Yulong Fu
- Center for Genetic Medicine ResearchChildren’s National HospitalWashingtonDCUSA
| | - Nicole Hoppman
- Division of Laboratory Genetics and GenomicsDepartment of Laboratory Medicine and PathologyMayo ClinicRochesterMNUSA
| | - Cherisse Marcou
- Division of Laboratory Genetics and GenomicsDepartment of Laboratory Medicine and PathologyMayo ClinicRochesterMNUSA
| | - Nicole Walley
- Division of Medical GeneticsDepartment of PediatricsDuke University Medical CenterDurhamNCUSA
| | - Catherine Rehder
- Department of PathologyDuke University Medical CenterDurhamNCUSA
| | - Kristen Deak
- Department of PathologyDuke University Medical CenterDurhamNCUSA
| | - Anna Alkelai
- Institute for Genomic MedicineColumbia University Medical CenterNew YorkNYUSA
| | - Eric Vilain
- Center for Genetic Medicine ResearchChildren’s National HospitalWashingtonDCUSA
- Department of genomics and Precision MedicineSchool of Medicine and Health SciencesGeorge Washington UniversityWashingtonDCUSA
| | - Vandana Shashi
- Division of Medical GeneticsDepartment of PediatricsDuke University Medical CenterDurhamNCUSA
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14
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Grassi T, Harris FR, Smadbeck JB, Murphy SJ, Block MS, Multinu F, Schaefer Klein JL, Zhang P, Karagouga G, Liu MC, Larish A, Lemens MA, Sommerfield MKS, Cappuccio S, Cheville JC, Vasmatzis G, Mariani A. Personalized tumor-specific DNA junctions to detect circulating tumor in patients with endometrial cancer. PLoS One 2021; 16:e0252390. [PMID: 34111149 PMCID: PMC8192008 DOI: 10.1371/journal.pone.0252390] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Accepted: 05/17/2021] [Indexed: 01/08/2023] Open
Abstract
INTRODUCTION There are no reliable blood biomarkers for monitoring endometrial cancer patients in the current clinical practice. Circulating tumor DNA (ctDNA) is emerging as a promising non-invasive method to measure tumor burden, define prognosis and monitor disease status in many solid cancers. In this pilot study, we investigated if unique tumor-specific DNA junctions can be used to detect ctDNA levels in patients with endometrial cancer. METHODS Chromosomal rearrangements in primary tumors of eleven patients with high-grade or advanced stage endometrial cancer were determined by whole-genome Mate-Pair sequencing. Identified unique tumor-specific junctions were evaluated in pre- and six-week post-surgery patient plasma using individualized quantitative polymerase chain reaction (qPCR) assays. The relationship between clinicopathological features and detection of ctDNA was investigated. RESULTS CtDNA was detected in 60% (6/10) of cases pre-surgery and in 27% (3/11) post-surgery. The detection of ctDNA pre-surgery was consistent with clinical indicators of aggressive disease such as advanced stage (80% - 4/5), lymphatic spread of disease (100% - 3/3), serous histology (80% - 4/5), deep myometrial invasion (100% - 3/3), lympho-vascular space invasion (75% - 3/4). All patients in which ctDNA was detected post-surgically had type II endometrial cancer. DISCUSSION This pilot study demonstrates the feasibility of using personalized tumor-specific junction panels for detecting ctDNA in the plasma of endometrial cancer patients. Larger studies and longer follow-up are needed to validate the potential association between pre-surgical ctDNA detection and the presence of cancers with aggressive pathologic tumor characteristics or advanced stage observed in this study.
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Affiliation(s)
- Tommaso Grassi
- Department of Obstetrics and Gynecology, Mayo Clinic, Rochester, MN, United States of America
- Clinic of Obstetrics and Gynecology, University of Milan-Bicocca, San Gerardo Hospital, Monza, Italy
| | - Faye R. Harris
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, United States of America
| | - James B. Smadbeck
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, United States of America
| | - Stephen J. Murphy
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, United States of America
| | - Matthew S. Block
- Department of Oncology, Mayo Clinic, Rochester, MN, United States of America
| | - Francesco Multinu
- Department of Obstetrics and Gynecology, Mayo Clinic, Rochester, MN, United States of America
- Department of Gynecology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Piyan Zhang
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, United States of America
| | - Giannoula Karagouga
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, United States of America
| | - Minetta C. Liu
- Department of Oncology, Mayo Clinic, Rochester, MN, United States of America
| | - Alyssa Larish
- Department of Obstetrics and Gynecology, Mayo Clinic, Rochester, MN, United States of America
| | - Maureen A. Lemens
- Department of Obstetrics and Gynecology, Mayo Clinic, Rochester, MN, United States of America
| | | | - Serena Cappuccio
- Department of Obstetrics and Gynecology, Mayo Clinic, Rochester, MN, United States of America
- Department of Women and Child Health, Catholic University of the Sacred Heart, Rome, Italy
| | - John C. Cheville
- Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States of America
| | - George Vasmatzis
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, United States of America
- * E-mail:
| | - Andrea Mariani
- Department of Obstetrics and Gynecology, Mayo Clinic, Rochester, MN, United States of America
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15
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Rehder C, Bean LJH, Bick D, Chao E, Chung W, Das S, O'Daniel J, Rehm H, Shashi V, Vincent LM. Next-generation sequencing for constitutional variants in the clinical laboratory, 2021 revision: a technical standard of the American College of Medical Genetics and Genomics (ACMG). Genet Med 2021; 23:1399-1415. [PMID: 33927380 DOI: 10.1038/s41436-021-01139-4] [Citation(s) in RCA: 49] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 02/25/2021] [Accepted: 02/26/2021] [Indexed: 12/17/2022] Open
Abstract
Next-generation sequencing (NGS) technologies are now established in clinical laboratories as a primary testing modality in genomic medicine. These technologies have reduced the cost of large-scale sequencing by several orders of magnitude. It is now cost-effective to analyze an individual with disease-targeted gene panels, exome sequencing, or genome sequencing to assist in the diagnosis of a wide array of clinical scenarios. While clinical validation and use of NGS in many settings is established, there are continuing challenges as technologies and the associated informatics evolve. To assist clinical laboratories with the validation of NGS methods and platforms, the ongoing monitoring of NGS testing to ensure quality results, and the interpretation and reporting of variants found using these technologies, the American College of Medical Genetics and Genomics (ACMG) has developed the following technical standards.
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Affiliation(s)
| | - Lora J H Bean
- Department of Human Genetics, Emory University, Atlanta, GA, USA
| | - David Bick
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, USA
| | - Elizabeth Chao
- Division of Genetics and Genomics, Department of Pediatrics, University of California, Irvine, CA, USA
| | - Wendy Chung
- Departments of Pediatrics and Medicine, Columbia University, New York, NY, USA
| | - Soma Das
- Department of Human Genetics, University of Chicago, Chicago, IL, USA
| | - Julianne O'Daniel
- Department of Genetics, University of North Carolina, Chapel Hill, NC, USA
| | - Heidi Rehm
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.,Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Vandana Shashi
- Department of Pediatrics, Duke University, Durham, NC, USA
| | - Lisa M Vincent
- Division of Pathology & Laboratory Medicine, Children's National Health System, Washington, DC, USA.,Departments of Pathology and Pediatrics, George Washington University, Washington, DC, USA
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16
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Freitag CE, Sukov WR, Bryce AH, Berg JV, Vanderbilt CM, Shen W, Smadbeck JB, Greipp PT, Ketterling RP, Jenkins RB, Herrera-Hernandez L, Costello BA, Thompson RH, Boorjian SA, Leibovich BC, Jimenez RE, Murphy SJ, Vasmatzis G, Cheville JC, Gupta S. Assessment of isochromosome 12p and 12p abnormalities in germ cell tumors using fluorescence in situ hybridization, single-nucleotide polymorphism arrays, and next-generation sequencing/mate-pair sequencing. Hum Pathol 2021; 112:20-34. [PMID: 33798590 DOI: 10.1016/j.humpath.2021.03.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Accepted: 03/24/2021] [Indexed: 02/08/2023]
Abstract
The identification of isochromosome 12p [i(12p)] and 12p gains have significant clinical utility in the diagnosis of germ cell tumors (GCTs). We have summarized the results of fluorescence in situ hybridization (FISH) assays to identify i(12p), performed in a Clinical Laboratory Improvement Amendments (CLIA)-validated setting for 536 specimens. In addition, the American Association for Cancer Research (AACR) Project GENIE registry and The Cancer Genome Atlas (TCGA) data sets were evaluated for chromosome 12p gains, and a limited number of cases were concurrently evaluated using FISH, single-nucleotide polymorphism (SNP) arrays and next-generation sequencing (NGS; including mate-pair sequencing). Specimens submitted for FISH testing were frequently from potential sites of metastases (male: 70.9% and female: 69.3%), and polysomy of chromosome 12 with or without concurrent i(12p) was a frequent finding, seen in 3% (16/536) and 35% (186/536) of cases, respectively. Our analysis suggests that 12p gains are likely to be present in approximately 73% of male GCT and in 32% of female GCT (AACR GENIE, n = 555). When comparing TCGA cases of testicular GCT (n = 149) to combined cases of sarcoma, colorectal, prostate, and urothelial carcinoma (n = 1754), 12p gains had a sensitivity of 77.2% and specificity of 97.3% for GCT. Some advantages of FISH over SNP arrays/NGS include relatively lower cost, rapid turnaround time, the ability to analyze biopsy material with a limited number of tumor cells (50 cells), and the ability to distinguish i(12p) from polysomy. The ability to spatially restrict the analysis to cells of interest is critical, as specimens submitted for testing often have low tumor purity. Disadvantages include false negative results due to an inability to detect segmental gains due to FISH probe design. With the availability of numerous testing modalities, including FISH, SNP arrays, and NGS-based assays, a nuanced understanding of the advantages and disadvantages of each methodology, as has been presented in this study, may inform appropriate testing strategies.
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Affiliation(s)
- C Eric Freitag
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55905 USA
| | - William R Sukov
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55905 USA
| | - Alan H Bryce
- Division of Hematology and Medical Oncology, Mayo Clinic, Phoenix, AZ, 85054 USA
| | - Jamie V Berg
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55905 USA
| | - Chad M Vanderbilt
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, 10065 USA
| | - Wei Shen
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55905 USA
| | - James B Smadbeck
- Department of Molecular Medicine, Mayo Clinic, Rochester, MN, 55905 USA
| | - Patricia T Greipp
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55905 USA
| | - Rhett P Ketterling
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55905 USA
| | - Robert B Jenkins
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55905 USA
| | | | - Brian A Costello
- Division of Medical Oncology, Mayo Clinic, Rochester, MN, 55905 USA
| | | | | | | | - Rafael E Jimenez
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55905 USA
| | - Stephen J Murphy
- Department of Molecular Medicine, Mayo Clinic, Rochester, MN, 55905 USA
| | - George Vasmatzis
- Department of Molecular Medicine, Mayo Clinic, Rochester, MN, 55905 USA
| | - John C Cheville
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55905 USA
| | - Sounak Gupta
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, 55905 USA.
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17
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Murphy SJ, Levy MJ, Smadbeck JB, Karagouga G, McCune AF, Harris FR, Udell JB, Johnson SH, Kerr SE, Cheville JC, Kipp BR, Vasmatzis G, Gleeson FC. Theragnostic chromosomal rearrangements in treatment-naive pancreatic ductal adenocarcinomas obtained via endoscopic ultrasound. J Cell Mol Med 2021; 25:4110-4123. [PMID: 33704908 PMCID: PMC8051743 DOI: 10.1111/jcmm.16381] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Revised: 01/29/2021] [Accepted: 02/03/2021] [Indexed: 12/15/2022] Open
Abstract
A crucial mutational mechanism in malignancy is structural variation, in which chromosomal rearrangements alter gene functions that drive cancer progression. Herein, the presence and pattern of structural variations were investigated in twelve prospectively acquired treatment‐naïve pancreatic cancers specimens obtained via endoscopic ultrasound (EUS). In many patients, this diagnostic biopsy procedure and specimen is the only opportunity to identify somatic clinically relevant actionable alterations that may impact their care and outcome. Specialized mate pair sequencing (MPseq) provided genome‐wide structural variance analysis (SVA) with a view to identifying prognostic markers and possible therapeutic targets. MPseq was successfully performed on all specimens, identifying highly rearranged genomes with complete SVA on all specimens with > 20% tumour content. SVA identified chimeric fusion proteins and potentially immunogenic readthrough transcripts, change of function truncations, gains and losses of key genes linked to tumour progression. Complex localized rearrangements, termed chromoanagenesis, with broad pattern heterogeneity were observed in 10 (83%) specimens, impacting multiple genes with diverse cellular functions that could influence theragnostic evaluation and responsiveness to immunotherapy regimens. This study indicates that genome‐wide MPseq can be successfully performed on very limited clinically EUS obtained specimens for chromosomal rearrangement detection and potential theragnostic targets.
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Affiliation(s)
- Stephen J Murphy
- Biomarker Discovery Laboratory, Centre for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Michael J Levy
- Division of Gastroenterology & Hepatology, Mayo Clinic, Rochester, MN, USA
| | - James B Smadbeck
- Biomarker Discovery Laboratory, Centre for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Giannoula Karagouga
- Biomarker Discovery Laboratory, Centre for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Alexa F McCune
- Biomarker Discovery Laboratory, Centre for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Faye R Harris
- Biomarker Discovery Laboratory, Centre for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Julia B Udell
- Biomarker Discovery Laboratory, Centre for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Sarah H Johnson
- Biomarker Discovery Laboratory, Centre for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Sarah E Kerr
- Department of Anatomic Pathology, Mayo Clinic, Rochester, MN, USA
| | - John C Cheville
- Biomarker Discovery Laboratory, Centre for Individualized Medicine, Mayo Clinic, Rochester, MN, USA.,Department of Anatomic Pathology, Mayo Clinic, Rochester, MN, USA
| | - Benjamin R Kipp
- Department of Anatomic Pathology, Mayo Clinic, Rochester, MN, USA
| | - George Vasmatzis
- Biomarker Discovery Laboratory, Centre for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Ferga C Gleeson
- Division of Gastroenterology & Hepatology, Mayo Clinic, Rochester, MN, USA
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18
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Zepeda‐Mendoza CJ, Essendrup A, Smoley SA, Johnson SH, Hoppman NL, Vasmatzis G, Jackson DL, Kearney HM, Baughn LB. Prenatal characterization of a novel inverted SMAD2 duplication by mate pair sequencing in a fetus with dextrocardia. Clin Case Rep 2021; 9:769-774. [PMID: 33598243 PMCID: PMC7869371 DOI: 10.1002/ccr3.3608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 11/01/2020] [Indexed: 11/06/2022] Open
Abstract
This case report underlines the importance of molecular characterization of genomic duplications and other structural variants in the prenatal setting to guide clinical interpretation, genetic counseling, and perinatal medical care.
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Affiliation(s)
| | - Anna Essendrup
- Division of Laboratory GeneticsDepartment of Laboratory Medicine and Pathology, Mayo ClinicRochesterMNUSA
| | - Stephanie A. Smoley
- Division of Laboratory GeneticsDepartment of Laboratory Medicine and Pathology, Mayo ClinicRochesterMNUSA
| | - Sarah H. Johnson
- Center for Individualized Medicine‐Biomarker Discovery, Mayo ClinicRochesterMNUSA
| | - Nicole L Hoppman
- Division of Laboratory GeneticsDepartment of Laboratory Medicine and Pathology, Mayo ClinicRochesterMNUSA
| | - George Vasmatzis
- Center for Individualized Medicine‐Biomarker Discovery, Mayo ClinicRochesterMNUSA
- Department of Molecular MedicineMayo ClinicRochesterMNUSA
| | - Daniel L. Jackson
- Department of Obstetrics, Gynecology and Women's HealthUniversity of Missouri HealthColumbiaMOUSA
| | - Hutton M. Kearney
- Division of Laboratory GeneticsDepartment of Laboratory Medicine and Pathology, Mayo ClinicRochesterMNUSA
| | - Linda B. Baughn
- Division of Laboratory GeneticsDepartment of Laboratory Medicine and Pathology, Mayo ClinicRochesterMNUSA
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19
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Chromosomal Junction Detection from Whole-Genome Sequencing on Formalin-Fixed, Paraffin-Embedded Tumors. J Mol Diagn 2020; 23:375-388. [PMID: 33387698 DOI: 10.1016/j.jmoldx.2020.12.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 11/20/2020] [Accepted: 12/14/2020] [Indexed: 11/22/2022] Open
Abstract
DNA junctions (DNAJs) frequently impact clinically relevant genes in tumors and are important for diagnostic and therapeutic purposes. Although routinely screened through fluorescence in situ hybridization assays, such testing only allows the interrogation of single-gene regions or known fusion partners. Comprehensive assessment of DNAJs present across the entire genome can only be determined from whole-genome sequencing. Structural variance analysis from whole-genome paired-end sequencing data is, however, frequently restricted to copy number changes without DNAJ detection. Through optimized whole-genome sequencing and specialized bioinformatics algorithms, complete structural variance analysis is reported, including DNAJs, from formalin-fixed DNA. Selective library assembly from larger fragments (>500 bp) and economical sequencing depths (300 to 400 million reads) provide representative genomic coverage profiles and increased allelic coverage to levels compatible with DNAJ calling (40× to 60×). Although consistently fragmented, more recently formalin-fixed, specimens (<2 years' storage) revealed consistent populations of larger DNA fragments. Optimized bioinformatics efficiently detected >90% of DNAJs in two prostate tumors (approximately 60% tumor) previously analyzed by mate-pair sequencing on fresh frozen tissue, with evidence of at least one spanning-read in 99% of DNAJs. Rigorous masking with data from unrelated formalin-fixed tissue progressively eliminated many false-positive DNAJs, without loss of true positives, resulting in low numbers of false-positive passing current filters. This methodology enables more comprehensive clinical genomics testing on formalin-fixed clinical specimens.
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20
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Nalbandian K, Piña-Aguilar RE, Morton CC. Resolving Breakpoints of Chromosomal Rearrangements at the Nucleotide Level Using Sanger Sequencing. CURRENT PROTOCOLS IN HUMAN GENETICS 2020; 108:e107. [PMID: 33369263 DOI: 10.1002/cphg.107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Novel cytogenetic tools are increasingly based on genome sequencing for detecting chromosomal abnormalities. Different sequence-based techniques optimized for diagnosis of structural variants can be useful for narrowing down the localization of breakpoints of chromosomal abnormalities, but do not offer nucleotide resolution of breakpoints for proper interpretation of gene disruption. This protocol presents the characterization of structural variants at nucleotide resolution using Sanger sequencing after low-pass large-insert genome sequencing or other long-molecule methods. © 2020 Wiley Periodicals LLC. Basic Protocol 1: Primer design for junction amplification at translocations and inversions Basic Protocol 2: Amplification of derivative chromosomes using a long-range polymerase Alternate Protocol: Amplification of derivative chromosomes using a hot-start polymerase Basic Protocol 3: Preparation of DNA for Sanger sequencing Basic Protocol 4: Interpretation and reporting of breakpoints based on Sanger sequencing.
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Affiliation(s)
- Katarena Nalbandian
- Massachusetts College of Pharmacy and Health Sciences University, Boston, Massachusetts
- Department of Obstetrics and Gynecology, Brigham and Women's Hospital, Boston, Massachusetts
- These authors contributed equally to this work
| | - Raul E Piña-Aguilar
- Department of Obstetrics and Gynecology, Brigham and Women's Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- These authors contributed equally to this work
| | - Cynthia C Morton
- Department of Obstetrics and Gynecology, Brigham and Women's Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts
- Medical and Population Genetics Program, Broad Institute of MIT and Harvard, Cambridge, Massachusetts
- Manchester Academic Health Science Centre, University of Manchester, Manchester, United Kingdom
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21
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Murphy SJ, Harris FR, Smadbeck JB, Serla V, Karagouga G, Johnson SH, Kosari F, Pierson KE, Bungum AO, Edell ES, Mansfield AS, Wigle DA, Kipp BR, Vasmatzis G, Aubry MC. Optimizing clinical cytology touch preparations for next generation sequencing. Genomics 2020; 112:5313-5323. [PMID: 33144219 DOI: 10.1016/j.ygeno.2020.10.031] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 10/14/2020] [Accepted: 10/28/2020] [Indexed: 12/26/2022]
Abstract
Intraoperative diagnosis is routinely performed on cytology touch preparations (TPs) from core needle biopsies (CNBs). Current interest promotes their utility as an important source of patient tissue for clinical genomic testing. Herein we present whole genome structural variant analysis (SVA) from mate-pair sequencing (MPseq) and whole exome sequencing (WES) mutation calling in DNA directly whole genome amplified (WGA) from TPs. Chromosomal copy changes and somatic DNA junction detection from MPseq of TPs were highly consistent with associated CNBs and bulk resected tissues in all cases. While increased frequency coverage noise from limitations of amplification of limited sample input was significant, this was effectively compensated by natural tumor enrichment during the TP process, which also enhanced variant detection and loss of heterozygosity evaluations from WES. This novel TP methodology enables expanded utility of frequently limited CNB for both clinical and research genomic testing.
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Affiliation(s)
- Stephen J Murphy
- Center for Individualized Medicine, Bio-marker Discovery Program, Mayo Clinic, Rochester, MN, United States.
| | - Faye R Harris
- Center for Individualized Medicine, Bio-marker Discovery Program, Mayo Clinic, Rochester, MN, United States
| | - James B Smadbeck
- Center for Individualized Medicine, Bio-marker Discovery Program, Mayo Clinic, Rochester, MN, United States
| | - Vishnu Serla
- Center for Individualized Medicine, Bio-marker Discovery Program, Mayo Clinic, Rochester, MN, United States; Departments of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States
| | - Giannoula Karagouga
- Center for Individualized Medicine, Bio-marker Discovery Program, Mayo Clinic, Rochester, MN, United States
| | - Sarah H Johnson
- Center for Individualized Medicine, Bio-marker Discovery Program, Mayo Clinic, Rochester, MN, United States
| | - Farhad Kosari
- Center for Individualized Medicine, Bio-marker Discovery Program, Mayo Clinic, Rochester, MN, United States
| | - Karlyn E Pierson
- Departments of Thoracic Surgery, Mayo Clinic, Rochester, MN, United States
| | - Aaron O Bungum
- Departments of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN, United States
| | - Eric S Edell
- Departments of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN, United States
| | | | - Dennis A Wigle
- Departments of Thoracic Surgery, Mayo Clinic, Rochester, MN, United States
| | - Benjamin R Kipp
- Departments of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States
| | - George Vasmatzis
- Center for Individualized Medicine, Bio-marker Discovery Program, Mayo Clinic, Rochester, MN, United States.
| | - Marie Christine Aubry
- Departments of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States.
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22
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Mai K, Chen X, Wang C, Wu S, Yang L, Huang Z, Zhang G, Zhang VW, Wang J, Chen D. B-lymphocyte deficiency and recurrent respiratory infections in a 6-month-old female infant with mosaic monosomy 7. Immunobiology 2020; 225:152005. [PMID: 32962823 DOI: 10.1016/j.imbio.2020.152005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Revised: 05/24/2020] [Accepted: 08/11/2020] [Indexed: 10/23/2022]
Abstract
Monosomy 7 is generally considered as an acquired cytogenetic abnormality within hematopoietic cells, and indicates an especially high risk of progression to bone marrow failure, myelodysplastic syndrome (MDS) or juvenile myelomonocytic leukemia (JMML). We report a case of a 6-month-old female infant with mosaic monosomy 7 who presented with clinical and laboratory evidences of immunodeficiency. The patient had suffered from recurrent respiratory infections since she was born. Peripheral blood lymphocyte subsets revealed an extremely low level of CD19+ B lymphocytes (0.3∼0.8%, normal range: 6.4∼22.6%) and a decreased CD4/CD8 ratio (0.67∼1.12, normal range: 1.4∼2.0). Decreased serum levels of IgG (1.53 g/L, normal range: 4.09∼7.03 g/L), IgA (0.10 g/L, normal range: 0.21∼0.47 g/L) and IgM (0.26 g/L, normal range: 0.33∼0.73 g/L) were detected, while complements were normal. Excepting transient neutropenia, routine blood tests were within normal limits. Clinical exome sequencing identified a de novo mosaic monosomy 7, while no pathogenic mutation associated with immunodeficiency was detected. However, peripheral blood cytogenetic analysis was failure to detect monosomy 7 due to the very few cell mitosis. Subsequent fluorescence in situ hybridization (FISH) identified a mosaic monosomy 7 in 58 cells within a total number of 100 cells, which was consistent with clinical exome sequencing. Therefore, the patient was diagnosed with primary immunodeficiency disease (PID) due to mosaic monosomy 7. Intravenous treatment with multiple antibiotic agents and infusion of gamma globulin could control the patient's respiratory infections effectively. A better understanding of PIDs will enable effective treatments and prevention of infections in these patients.
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Affiliation(s)
- Kailin Mai
- Department of Pediatrics, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Xiaowen Chen
- Department of Pediatrics, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Chunli Wang
- AmCare Genomics Lab (V.W.Z.), Guangzhou, China
| | - Shangzhi Wu
- Department of Pediatrics, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Liying Yang
- Department of Pediatrics, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Zhanhang Huang
- Department of Pediatrics, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | | | - Victor Wei Zhang
- Department of Human and Molecular Genetics, Baylor College of Medicine, Houston, USA
| | - Jing Wang
- AmCare Genomics Lab (V.W.Z.), Guangzhou, China
| | - Dehui Chen
- Department of Pediatrics, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China.
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23
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Parney IF, Gustafson MP, Solseth M, Bulur P, Peterson TE, Smadbeck JB, Johnson SH, Murphy SJ, Vasmatzis G, Dietz AB. Novel strategy for manufacturing autologous dendritic cell/allogeneic tumor lysate vaccines for glioblastoma. Neurooncol Adv 2020; 2:vdaa105. [PMID: 33134920 PMCID: PMC7592424 DOI: 10.1093/noajnl/vdaa105] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Background Glioblastoma, the most common primary malignant brain tumor, is nearly universally fatal by 5 years. Dendritic cell vaccines are promising but often limited clinically by antigen choice, dendritic cell potency, and/or manufacturing yield. We optimized vaccine manufacture, generating potent mature autologous dendritic cells pulsed with allogeneic glioblastoma lysates. Methods Platelet lysate-based supplement was used to establish human glioblastoma cell lines. Phenotype and genotype were assessed. An improved culture technique to generate mature dendritic cells from glioblastoma patients’ monocytes was developed. The ability of T cells stimulated with autologous dendritic cells pulsed with allogeneic glioblastoma cell lysate to kill HLA-A2-matched glioblastoma cells was assessed. Results Glioblastoma cell lines established with platelet lysate supplement grew faster and expressed more stem-like markers than lines grown in neural stem cell media or in the presence of serum. They expressed a variety of glioma-associated antigens and had genomic abnormalities characteristic of glioblastoma stable up to 15 doublings. Unlike standard culture techniques, our optimized technique produced high levels of mature dendritic cells from glioblastoma patients’ monocytes. Autologous T cells stimulated with mature dendritic cells pulsed with allogeneic glioblastoma cell line lysate briskly killed HLA-A2-matched glioblastoma cells. Conclusions Our glioblastoma culture method provides a renewable source for a broad spectrum glioblastoma neoantigens while our dendritic cell culture technique results in more mature dendritic cells in glioblastoma patients than standard techniques. This broadly applicable strategy could be easily integrated into patient care.
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Affiliation(s)
- Ian F Parney
- Department of Neurological Surgery, Mayo Clinic, Rochester, Minnesota, USA
- Department of Immunology, Mayo Clinic, Rochester, Minnesota, USA
- Corresponding Author: Ian F. Parney, MD, PhD or Allan B. Dietz, PhD, Mayo Clinic, 200 First Street SW, Rochester, MN 55902, USA ( or )
| | | | - Mary Solseth
- Division of Transfusion Medicine, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - Peggy Bulur
- Division of Transfusion Medicine, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - Timothy E Peterson
- Department of Neurological Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - James B Smadbeck
- Division of Genetics and Bioinformatics, Mayo Clinic, Rochester, Minnesota, USA
| | - Sarah H Johnson
- Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Stephen J Murphy
- Division of Genetics and Bioinformatics, Mayo Clinic, Rochester, Minnesota, USA
| | - George Vasmatzis
- Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Allan B Dietz
- Department of Immunology, Mayo Clinic, Rochester, Minnesota, USA
- Division of Transfusion Medicine, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
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24
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Snider JS, Znoyko I, Lindsey KG, Morse J, Baughn LB, Hoppman NL, Pitel BA, Pearce KE, Schandl CA, Wolff DJ. Integrated genomic analysis using chromosomal microarray, fluorescence in situ hybridization and mate pair analyses: Characterization of a cryptic t(9;22)(p24.1;q11.2)/BCR-JAK2 in myeloid/lymphoid neoplasm with eosinophilia. Cancer Genet 2020; 246-247:44-47. [PMID: 32827877 DOI: 10.1016/j.cancergen.2020.08.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Revised: 06/10/2020] [Accepted: 08/03/2020] [Indexed: 12/17/2022]
Abstract
The 2016 World Health Organization entity 'Myeloid/lymphoid neoplasms with eosinophilia and rearrangement of PDGFRA, PDGFRB or FGFR1, or with PCM1-JAK2' encompasses a group of rare neoplasms that result from the formation of a fusion gene that leads to expression of an aberrant tyrosine kinase. This entity also contains variant JAK2 fusion partners, and detection of this defining event can be facilitated by various cytogenetic and molecular methods. Cryptic rearrangements of 9p24/JAK2 can be particularly challenging to identify. We describe the use of chromosomal microarray analysis (CMA), fluorescence in situ hybridization (FISH) with a probe for JAK2, and genomic mate pair analysis to describe a complex karyotype with a t(9;22) that produced a functional BCR-JAK2 fusion, leading to the appropriate diagnosis for the patient. This case highlights the importance of using an integrated genomic approach to fully define complex aberrations to assign proper diagnoses.
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Affiliation(s)
- Jessica S Snider
- Medical University of South Carolina, Department of Pathology and Laboratory Medicine, 165 Ashley Ave, MSC 908, Charleston, SC 29425, United States.
| | - Iya Znoyko
- Medical University of South Carolina, Department of Pathology and Laboratory Medicine, 165 Ashley Ave, MSC 908, Charleston, SC 29425, United States.
| | - Kathryn G Lindsey
- Medical University of South Carolina, Department of Pathology and Laboratory Medicine, 165 Ashley Ave, MSC 908, Charleston, SC 29425, United States.
| | - Jennifer Morse
- Medical University of South Carolina, Department of Pathology and Laboratory Medicine, 165 Ashley Ave, MSC 908, Charleston, SC 29425, United States.
| | - Linda B Baughn
- Mayo Clinic, Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, 200 1st St SW, Rochester, MN 55905, United States.
| | - Nicole L Hoppman
- Mayo Clinic, Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, 200 1st St SW, Rochester, MN 55905, United States.
| | - Beth A Pitel
- Mayo Clinic, Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, 200 1st St SW, Rochester, MN 55905, United States.
| | - Kathryn E Pearce
- Mayo Clinic, Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, 200 1st St SW, Rochester, MN 55905, United States.
| | - Cynthia A Schandl
- Medical University of South Carolina, Department of Pathology and Laboratory Medicine, 165 Ashley Ave, MSC 908, Charleston, SC 29425, United States.
| | - Daynna J Wolff
- Medical University of South Carolina, Department of Pathology and Laboratory Medicine, 165 Ashley Ave, MSC 908, Charleston, SC 29425, United States.
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25
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Polonis K, Schultz MJ, Olteanu H, Smadbeck JB, Johnson SH, Vasmatzis G, Xu X, Greipp PT, Ketterling RP, Hoppman NL, Baughn LB, Peterson JF. Detection of cryptic CCND1 rearrangements in mantle cell lymphoma by next generation sequencing. Ann Diagn Pathol 2020; 46:151533. [PMID: 32408254 DOI: 10.1016/j.anndiagpath.2020.151533] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 05/01/2020] [Indexed: 12/17/2022]
Abstract
The accurate detection of recurrent genetic abnormalities for most hematologic neoplasms is critical for diagnosis, prognosis and/or treatment. Rearrangements involving CCND1 are observed in a subset of mature B-cell neoplasms and can be reliably detected by fluorescence in situ hybridization (FISH) in most cases. However, cryptic and complex chromosomal rearrangements may pose a technical challenge for accurate diagnosis. Herein, we describe two patients with suspected mantle cell lymphoma that lacked obvious CCND1 rearrangements by FISH studies. A next generation sequencing (NGS) based assay, mate-pair sequencing (MPseq), was utilized in each case to investigate potential cryptic CCND1 rearrangements and revealed cryptic insertional events resulting in CCND1/IGH and CCND1/IGK rearrangements. These cases demonstrate that NGS-based assays, including MPseq, are a powerful approach to identify cryptic rearrangements of clinical importance that are not detected by current clinical genomics evaluation.
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Affiliation(s)
- Katarzyna Polonis
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States of America
| | - Matthew J Schultz
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States of America
| | - Horatiu Olteanu
- Division of Hematopathology, Mayo Clinic, Rochester, MN, United States of America
| | - James B Smadbeck
- Center for Individualized Medicine-Biomarker Discovery, Mayo Clinic, Rochester, MN, United States of America
| | - Sarah H Johnson
- Center for Individualized Medicine-Biomarker Discovery, Mayo Clinic, Rochester, MN, United States of America
| | - George Vasmatzis
- Center for Individualized Medicine-Biomarker Discovery, Mayo Clinic, Rochester, MN, United States of America
| | - Xinjie Xu
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States of America
| | - Patricia T Greipp
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States of America
| | - Rhett P Ketterling
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States of America; Division of Hematopathology, Mayo Clinic, Rochester, MN, United States of America
| | - Nicole L Hoppman
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States of America
| | - Linda B Baughn
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States of America
| | - Jess F Peterson
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, United States of America.
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26
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Buedts L, Smits S, Ameye G, Lehnert S, Ding J, Delforge M, Vermeesch J, Boeckx N, Tousseyn T, Michaux L, Vandenberghe P, Dewaele B. Ultra-low depth sequencing of plasma cell DNA for the detection of copy number aberrations in multiple myeloma. Genes Chromosomes Cancer 2020; 59:465-471. [PMID: 32259320 DOI: 10.1002/gcc.22848] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2019] [Revised: 03/22/2020] [Accepted: 04/01/2020] [Indexed: 12/31/2022] Open
Abstract
Cytogenetic abnormalities are powerful prognostic factors in multiple myeloma (MM) and are routinely analyzed by FISH on bone marrow (BM) plasma cells (PC). Although considered the gold standard, FISH experiments can be laborious and expensive. Therefore, array-CGH (aCGH) has been introduced as an alternative approach for detecting copy number aberrations (CNA), reducing the number of FISH experiments per case and yielding genome-wide information. Currently, next generation sequencing (NGS) technologies offer new perspectives for the diagnostic workup of malignant disorders. In this study, we examined ultra-low depth whole genome sequencing (LDS) as a valid alternative for aCGH for the detection of CNA in BM PC in MM. To this end, BM aspirates obtained in a diagnostic setting from 20 MM cases were analyzed. CD138+ cell-sorted samples were subjected to FISH analysis. DNA was extracted for subsequent aCGH and LDS analysis. CNA were detected by aCGH and LDS in all but one case. Importantly, all CNA identified by parallel first generation aCGH analysis were also detected by LDS, along with six additional CNA in five cases. One of these additional aberrations was in a region of prognostic importance in MM and was confirmed using FISH. However, risk stratification in these particular cases was unaffected. Thus, a perfectly concordant prognostication between array-CGH and LDS was observed. This validates LDS as a novel and cost-efficient tool for the detection of CNA in MM.
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Affiliation(s)
| | - Sanne Smits
- Center for Human Genetics, KU Leuven, Leuven, Belgium
| | - Geneviève Ameye
- Center for Human Genetics, University Hospitals Leuven, Leuven, Belgium
| | | | - Jia Ding
- Genomics Core, KU Leuven, Leuven, Belgium
| | - Michel Delforge
- Department of Hematology, University Hospitals Leuven, Leuven, Belgium
| | - Joris Vermeesch
- Center for Human Genetics, University Hospitals Leuven, Leuven, Belgium.,Genomics Core, KU Leuven, Leuven, Belgium
| | - Nancy Boeckx
- Laboratory Medicine, University Hospitals Leuven, Leuven, Belgium.,Department of Oncology, KU Leuven, Leuven, Belgium
| | - Thomas Tousseyn
- Department of Pathology, University Hospitals Leuven, Leuven, Belgium
| | - Lucienne Michaux
- Center for Human Genetics, KU Leuven, Leuven, Belgium.,Center for Human Genetics, University Hospitals Leuven, Leuven, Belgium
| | - Peter Vandenberghe
- Center for Human Genetics, KU Leuven, Leuven, Belgium.,Department of Hematology, University Hospitals Leuven, Leuven, Belgium
| | - Barbara Dewaele
- Center for Human Genetics, KU Leuven, Leuven, Belgium.,Center for Human Genetics, University Hospitals Leuven, Leuven, Belgium
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27
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Vasmatzis G, Liu MC, Reganti S, Feathers RW, Smadbeck J, Johnson SH, Schaefer Klein JL, Harris FR, Yang L, Kosari F, Murphy SJ, Borad MJ, Thompson EA, Cheville JC, Anastasiadis PZ. Integration of Comprehensive Genomic Analysis and Functional Screening of Affected Molecular Pathways to Inform Cancer Therapy. Mayo Clin Proc 2020; 95:306-318. [PMID: 31685261 PMCID: PMC7251931 DOI: 10.1016/j.mayocp.2019.07.019] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 07/15/2019] [Accepted: 07/23/2019] [Indexed: 12/22/2022]
Abstract
OBJECTIVE To select optimal therapies based on the detection of actionable genomic alterations in tumor samples is a major challenge in precision medicine. METHODS We describe an effective process (opened December 1, 2017) that combines comprehensive genomic and transcriptomic tumor profiling, custom algorithms and visualization software for data integration, and preclinical 3-dimensiona ex vivo models for drug screening to assess response to therapeutic agents targeting specific genomic alterations. The process was applied to a patient with widely metastatic, weakly hormone receptor positive, HER2 nonamplified, infiltrating lobular breast cancer refractory to standard therapy. RESULTS Clinical testing of liver metastasis identified BRIP1, NF1, CDH1, RB1, and TP53 mutations pointing to potential therapies including PARP, MEK/RAF, and CDK inhibitors. The comprehensive genomic analysis identified 395 mutations and several structural rearrangements that resulted in loss of function of 36 genes. Meta-analysis revealed biallelic inactivation of TP53, CDH1, FOXA1, and NIN, whereas only one allele of NF1 and BRIP1 was mutated. A novel ERBB2 somatic mutation of undetermined significance (P702L), high expression of both mutated and wild-type ERBB2 transcripts, high expression of ERBB3, and a LITAF-BCAR4 fusion resulting in BCAR4 overexpression pointed toward ERBB-related therapies. Ex vivo analysis validated the ERBB-related therapies and invalidated therapies targeting mutations in BRIP1 and NF1. Systemic patient therapy with afatinib, a HER1/HER2/HER4 small molecule inhibitor, resulted in a near complete radiographic response by 3 months. CONCLUSION Unlike clinical testing, the combination of tumor profiling, data integration, and functional validation accurately assessed driver alterations and predicted effective treatment.
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Affiliation(s)
- George Vasmatzis
- Molecular Medicine and Biomarker Discovery Program, Center for Individualized Medicine, Mayo Clinic, Rochester, MN.
| | - Minetta C Liu
- Oncology, Mayo Clinic, Rochester, MN; Laboratory Medicine and Pathology, Rochester, MN
| | | | | | - James Smadbeck
- Molecular Medicine and Biomarker Discovery Program, Center for Individualized Medicine, Mayo Clinic, Rochester, MN
| | - Sarah H Johnson
- Molecular Medicine and Biomarker Discovery Program, Center for Individualized Medicine, Mayo Clinic, Rochester, MN
| | - Janet L Schaefer Klein
- Molecular Medicine and Biomarker Discovery Program, Center for Individualized Medicine, Mayo Clinic, Rochester, MN
| | - Faye R Harris
- Molecular Medicine and Biomarker Discovery Program, Center for Individualized Medicine, Mayo Clinic, Rochester, MN
| | - Lin Yang
- Molecular Medicine and Biomarker Discovery Program, Center for Individualized Medicine, Mayo Clinic, Rochester, MN
| | - Farhad Kosari
- Molecular Medicine and Biomarker Discovery Program, Center for Individualized Medicine, Mayo Clinic, Rochester, MN
| | - Stephen J Murphy
- Molecular Medicine and Biomarker Discovery Program, Center for Individualized Medicine, Mayo Clinic, Rochester, MN
| | - Mitesh J Borad
- Molecular Medicine and Medical Oncology, Mayo Clinic, Phoenix, AZ
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28
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Biliary tract cancer patient-derived xenografts: Surgeon impact on individualized medicine. JHEP Rep 2020; 2:100068. [PMID: 32181445 PMCID: PMC7066236 DOI: 10.1016/j.jhepr.2020.100068] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2019] [Revised: 01/08/2020] [Accepted: 01/08/2020] [Indexed: 02/08/2023] Open
Abstract
Background & Aims Biliary tract tumors are uncommon but highly aggressive malignancies with poor survival outcomes. Due to their low incidence, research into effective therapeutics has been limited. Novel research platforms for pre-clinical studies are desperately needed. We sought to develop a patient-derived biliary tract cancer xenograft catalog. Methods With appropriate consent and approval, surplus malignant tissues were obtained from surgical resection or radiographic biopsy and implanted into immunocompromised mice. Mice were monitored for xenograft growth. Established xenografts were verified by a hepatobiliary pathologist. Xenograft characteristics were correlated with original patient/tumor characteristics and oncologic outcomes. A subset of xenografts were then genomically characterized using Mate Pair sequencing (MPseq). Results Between October 2013 and January 2018, 87 patients with histologically confirmed biliary tract carcinomas were enrolled. Of the 87 patients, 47 validated PDX models were successfully generated. The majority of the PDX models were created from surgical resection specimens (n = 44, 94%), which were more likely to successfully engraft when compared to radiologic biopsies (p = 0.03). Histologic recapitulation of original patient tumor morphology was observed in all xenografts. Successful engraftment was an independent predictor for worse recurrence-free survival. MPseq showed genetically diverse tumors with frequent alterations of CDKN2A, SMAD4, NRG1, TP53. Sequencing also identified worse survival in patients with tumors containing tetraploid genomes. Conclusions This is the largest series of biliary tract cancer xenografts reported to date. Histologic and genomic analysis of patient-derived xenografts demonstrates accurate recapitulation of original tumor morphology with direct correlations to patient outcomes. Successful development of biliary cancer tumografts is feasible and may be used to direct subsequent therapy in high recurrence risk patients. Lay summary Patient biliary tract tumors grown in immunocompromised mice are an invaluable resource in the treatment of biliary tract cancers. They can be used to guide individualized cancer treatment in high-risk patients. Biliary tract tumors are uncommon but highly aggressive malignancies with poor survival outcomes. Patient-derived xenografts preserve the unique histology and genetic characteristics of the original patient tumor. Successful engraftment is an independent predictor for worse recurrence-free patient survival. Patients with tumors containing tetraploid genomes had worse overall survival.
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Key Words
- CCA, cholangiocarcinoma
- ECM, extracellular matrix
- GBCA, gallbladder carcinoma
- HRs, hazard ratios
- LOH, loss of heterozygosity
- MatePair sequencing
- OPTR, overall patient take rate
- OS, overall survival
- PDX, patient-derived xenograft
- Patient-derived xenografts
- TTF, time to tumor formation
- TTH, time to tumor harvest
- biliary tract
- cholangiocarcinoma
- dCCA, distal cholangiocarcinoma
- gallbladder carcinoma
- iCCA, intrahepatic cholangiocarcinoma
- pCCA, perihilar cholangiocarcinoma
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29
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Smadbeck J, Peterson JF, Pearce KE, Pitel BA, Figueroa AL, Timm M, Jevremovic D, Shi M, Stewart AK, Braggio E, Riggs DL, Bergsagel PL, Vasmatzis G, Kearney HM, Hoppman NL, Ketterling RP, Kumar S, Rajkumar SV, Greipp PT, Baughn LB. Mate pair sequencing outperforms fluorescence in situ hybridization in the genomic characterization of multiple myeloma. Blood Cancer J 2019; 9:103. [PMID: 31844041 PMCID: PMC6914798 DOI: 10.1038/s41408-019-0255-z] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Revised: 10/21/2019] [Accepted: 11/04/2019] [Indexed: 02/07/2023] Open
Abstract
Fluorescence in situ hybridization (FISH) is currently the gold-standard assay to detect recurrent genomic abnormalities of prognostic significance in multiple myeloma (MM). Since most translocations in MM involve a position effect with heterogeneous breakpoints, we hypothesize that FISH has the potential to miss translocations involving these regions. We evaluated 70 bone marrow samples from patients with plasma cell dyscrasia by FISH and whole-genome mate-pair sequencing (MPseq). Thirty cases (42.9%) displayed at least one instance of discordance between FISH and MPseq for each primary and secondary abnormality evaluated. Nine cases had abnormalities detected by FISH that went undetected by MPseq including 6 tetraploid clones and three cases with missed copy number abnormalities. In contrast, 19 cases had abnormalities detected by MPseq that went undetected by FISH. Seventeen were MYC rearrangements and two were 17p deletions. MPseq identified 36 MYC abnormalities and 17 (50.0% of MYC abnormal group with FISH results) displayed a false negative FISH result. MPseq identified 10 cases (14.3%) with IgL rearrangements, a recent marker of poor outcome, and 10% with abnormalities in genes associated with lenalidomide response or resistance. In summary, MPseq was superior in the characterization of rearrangement complexity and identification of secondary abnormalities demonstrating increased clinical value compared to FISH.
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Affiliation(s)
- James Smadbeck
- Center for Individualized Medicine-Biomarker Discovery, Mayo Clinic, Rochester, MN, USA
| | - Jess F Peterson
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Kathryn E Pearce
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Beth A Pitel
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Andrea Lebron Figueroa
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Michael Timm
- Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Dragan Jevremovic
- Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Min Shi
- Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - A Keith Stewart
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Scottsdale, AZ, USA
| | - Esteban Braggio
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Scottsdale, AZ, USA
| | - Daniel L Riggs
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Scottsdale, AZ, USA
| | - P Leif Bergsagel
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Scottsdale, AZ, USA
| | - George Vasmatzis
- Center for Individualized Medicine-Biomarker Discovery, Mayo Clinic, Rochester, MN, USA
| | - Hutton M Kearney
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Nicole L Hoppman
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Rhett P Ketterling
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Shaji Kumar
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - S Vincent Rajkumar
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Patricia T Greipp
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Linda B Baughn
- Division of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
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30
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Zepeda-Mendoza CJ, Cousin MA, Basu S, Jenkinson G, Oliver G, Pittock ST, Baughn LB, Klee EW, Babovic-Vuksanovic D. An intragenic duplication of TRPS1 leading to abnormal transcripts and causing trichorhinophalangeal syndrome type I. Cold Spring Harb Mol Case Stud 2019; 5:mcs.a004655. [PMID: 31662300 PMCID: PMC6913153 DOI: 10.1101/mcs.a004655] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Accepted: 10/01/2019] [Indexed: 11/24/2022] Open
Abstract
Trichorhinophalangeal syndrome type I (TRPSI) is a rare disorder that causes distinctive ectodermal, facial, and skeletal features affecting the hair (tricho-), nose (rhino-), and fingers and toes (phalangeal) and is inherited in an autosomal dominant pattern. TRPSI is caused by loss of function variants in TRPS1, involved in the regulation of chondrocyte and perichondrium development. Pathogenic variants in TRPS1 include missense mutations and deletions with variable breakpoints, with only a single instance of an intragenic duplication reported to date. Here we report an affected individual presenting with a classic TRPSI phenotype who is heterozygous for a de novo intragenic ∼36.3-kbp duplication affecting exons 2–4 of TRPS1. Molecular analysis revealed the duplication to be in direct tandem orientation affecting the splicing of TRPS1. The aberrant transcripts are predicted to produce a truncated TRPS1 missing the nuclear localization signal and the GATA and IKAROS-like zinc-finger domains resulting in functional TRPS1 haploinsufficiency. Our study identifies a novel intragenic tandem duplication of TRPS1 and highlights the importance of molecular characterization of intragenic duplications.
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Affiliation(s)
| | - Margot A Cousin
- Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota 55905, USA.,Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Shubham Basu
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Garrett Jenkinson
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Gavin Oliver
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Siobhan T Pittock
- Department of Pediatrics and Adolescent Medicine, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Linda B Baughn
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Eric W Klee
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota 55905, USA.,Center for Individualized Medicine, Mayo Clinic, Rochester, Minnesota 55905, USA.,Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota 55905, USA.,Department of Clinical Genomics, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Dusica Babovic-Vuksanovic
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota 55905, USA.,Department of Pediatrics and Adolescent Medicine, Mayo Clinic, Rochester, Minnesota 55905, USA.,Department of Clinical Genomics, Mayo Clinic, Rochester, Minnesota 55905, USA
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31
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Schultz MJ, Blackburn PR, Cogbill CH, Pitel BA, Smadbeck JB, Johnson SH, Vasmatzis G, Rech KL, Sukov WR, Greipp PT, Hoppman NL, Baughn LB, Ketterling RP, Peterson JF. Characterization of a cryptic PML-RARA fusion by mate-pair sequencing in a case of acute promyelocytic leukemia with a normal karyotype and negative RARA FISH studies. Leuk Lymphoma 2019; 61:975-978. [PMID: 31809670 DOI: 10.1080/10428194.2019.1699081] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
- Matthew J Schultz
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Patrick R Blackburn
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | | | - Beth A Pitel
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - James B Smadbeck
- Center for Individualized Medicine-Biomarker Discovery, Mayo Clinic, Rochester, MN, USA
| | - Sarah H Johnson
- Center for Individualized Medicine-Biomarker Discovery, Mayo Clinic, Rochester, MN, USA
| | - George Vasmatzis
- Center for Individualized Medicine-Biomarker Discovery, Mayo Clinic, Rochester, MN, USA
| | - Karen L Rech
- Division of Hematopathology, Department of Laboratory Medicine and Genomics, Mayo Clinic, Rochester, MN, USA
| | - William R Sukov
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Patricia T Greipp
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Nicole L Hoppman
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Linda B Baughn
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Rhett P Ketterling
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.,Division of Hematopathology, Department of Laboratory Medicine and Genomics, Mayo Clinic, Rochester, MN, USA
| | - Jess F Peterson
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
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32
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Next Generation Sequencing of Sporadic Vestibular Schwannoma: Necessity of Biallelic NF2 Inactivation and Implications of Accessory Non-NF2 Variants. Otol Neurotol 2019; 39:e860-e871. [PMID: 30106846 DOI: 10.1097/mao.0000000000001932] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
OBJECTIVES 1) Describe the genetic alterations discovered in a series of sporadic vestibular schwannomas (VS). 2) Identify if more clinically aggressive variants possess different genetic alterations compared to more indolent-behaving VS. METHODS Fresh frozen tumor and matched peripheral blood leukocytes from 23 individuals with sporadic VS were analyzed using whole-exome sequencing, tumor whole transcriptome expression profiling (mRNA-Seq), and tumor mate-pair analysis. Source cases included tumors with fast preoperative growth, giant tumors in young patients, tumors with macrocystic change, recurrent tumors following radiation or microsurgery, and indolent small tumors with minimal or no growth before surgery. Somatic and germ-line alterations of the NF2 gene and beyond the NF2 locus were identified and analyzed using complementing analyses. RESULTS Biallelic somatic events involving the NF2 gene were discovered in every analyzed tumor specimen with no concurrent NF2 variants identified in matching peripheral blood specimens. Thirteen tumors showed loss of one chromosome 22 (ch22), 4 tumors showed copy-neutral 22q loss of heterozygosity, and 31 unique small variants in the NF2 gene were discovered. Of the latter, 10 were essential splice site, 11 frame shift, 7 stop gain, 2 missense, and 1 in-frame mutation. No other common or recurring NF2 mutations were identified. However, several other notable large chromosomal aberrations were discovered including 2 tumors with loss of a chromosome 21, 3 with loss of an X or Y chromosome, 1 with copy-neutral loss of heterozygosity in chromosome 15, and 1 with loss of 18p and 16q. All of these other major chromosomal abnormalities only occurred in tumors demonstrating a more aggressive phenotype. CONCLUSIONS To date, few studies have used whole-exome sequencing, mate-pair analysis, and RNA-seq to profile genome-wide alterations in sporadic VS. Using high-throughput deep sequencing, "two-hit" alterations in the NF2 gene were identified in every tumor and were not present in peripheral blood supporting that all events were somatic. Type of NF2 gene alteration and accessory mutations outside the NF2 locus may predict phenotypic expression and clinical course.
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33
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Rowsey RA, Smoley SA, Williamson CM, Vasmatzis G, Smadbeck JB, Ning Y, Greipp PT, Hoppman NL, Baughn LB, Ketterling RP, Peterson JF. Characterization of TCF3 rearrangements in pediatric B-lymphoblastic leukemia/lymphoma by mate-pair sequencing (MPseq) identifies complex genomic rearrangements and a novel TCF3/TEF gene fusion. Blood Cancer J 2019; 9:81. [PMID: 31575852 PMCID: PMC6773761 DOI: 10.1038/s41408-019-0239-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Revised: 08/13/2019] [Accepted: 08/15/2019] [Indexed: 11/17/2022] Open
Abstract
The TCF3/PBX1 gene fusion is a recurrent genetic abnormality in pediatric B-lymphoblastic leukemia/lymphoma (B-ALL/LBL). While dual-color, dual-fusion fluorescence in situ hybridization (D-FISH) probes can detect TCF3/PBX1 fusions, further characterization of atypical TCF3 FISH patterns as indicated by additional or diminished TCF3 signals is currently limited. Herein we describe the use of a next-generation sequencing assay, mate-pair sequencing (MPseq), to characterize typical and cryptic TCF3/PBX1 fusions and to identify TCF3 translocation partners based on results obtained from our laboratory-developed TCF3/PBX1 D-FISH probe set. MPseq was performed on 21 cases of pediatric B-ALL/LBL with either TCF3/PBX1 fusion, or no TCF3/PBX1 fusion but with additional or diminished TCF3 signals obtained by our PBX1/TCF3 D-FISH probe set. In addition, MPseq was performed on one pediatric B-ALL/LBL case with an apparently normal karyotype and abnormal TCF3 break-apart probe results. Of 22 specimens successfully evaluated by MPseq, 13 cases (59%) demonstrated TCF3/PBX1 fusion, including three cases with previously undescribed insertional rearrangements. The remaining nine cases (41%) harbored various TCF3 partners, including six cases with TCF3/ZNF384, and one case each with TCF3/HLF, TCF3/FLI1 and TCF3/TEF. Our results illustrate the power of MPseq to characterize TCF3 rearrangements with increased precision and accuracy over traditional cytogenetic methodologies.
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Affiliation(s)
- Ross A Rowsey
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Stephanie A Smoley
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Cynthia M Williamson
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - George Vasmatzis
- Center for Individualized Medicine-Biomarker Discovery, Mayo Clinic, Mayo Clinic, Rochester, MN, USA
| | - James B Smadbeck
- Center for Individualized Medicine-Biomarker Discovery, Mayo Clinic, Mayo Clinic, Rochester, MN, USA
| | - Yi Ning
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Patricia T Greipp
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Nicole L Hoppman
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Linda B Baughn
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Rhett P Ketterling
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Jess F Peterson
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
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Peterson JF, Pitel BA, Smoley SA, Vasmatzis G, Smadbeck JB, Greipp PT, Ketterling RP, Macon WR, Baughn LB. Elucidating a false-negative MYC break-apart fluorescence in situ hybridization probe study by next-generation sequencing in a patient with high-grade B-cell lymphoma with IGH/MYC and IGH/BCL2 rearrangements. Cold Spring Harb Mol Case Stud 2019; 5:a004077. [PMID: 31160360 PMCID: PMC6549546 DOI: 10.1101/mcs.a004077] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Accepted: 03/27/2019] [Indexed: 12/15/2022] Open
Abstract
The identification of MYC rearrangements in several mature B-cell neoplasms is critical for diagnostic and prognostic purposes. Commercially available fluorescence in situ hybridization (FISH) probe sets, including IGH/MYC dual-color dual-fusion (D-FISH) and MYC break-apart probes (BAPs), serve as the primary methodology utilized to detect MYC rearrangements. However, performing either IGH/MYC D-FISH or MYC BAP FISH studies in isolation has been reported to result in false-negative results because of the complex nature of 8q24 rearrangements involving the MYC gene region. We report a 60-yr-old male with newly diagnosed high-grade B-cell lymphoma with a negative MYC BAP study, but with positive BCL2 and BCL6 BAP studies. Per our current laboratory algorithm to concurrently interrogate the MYC gene region with both MYC BAP and IGH/MYC D-FISH probe sets, we performed IGH/MYC D-FISH studies and detected an IGH/MYC fusion. To further characterize the discrepant MYC results obtained by FISH, a next-generation sequencing strategy, mate-pair sequencing (MPseq), was performed and revealed a small insertion (∼200 kb) of the IGH locus downstream from the MYC gene that was undetectable by MYC BAP studies. This case highlights the importance of utilizing both IGH/MYC D-FISH and MYC BAP sets to detect potential cryptic MYC rearrangements and also demonstrates the power of MPseq to characterize complex structural rearrangements and copy-number abnormalities unappreciable by FISH.
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Affiliation(s)
- Jess F Peterson
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Beth A Pitel
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Stephanie A Smoley
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - George Vasmatzis
- Center for Individualized Medicine-Biomarker Discovery, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - James B Smadbeck
- Center for Individualized Medicine-Biomarker Discovery, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Patricia T Greipp
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Rhett P Ketterling
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota 55905, USA
- Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - William R Macon
- Division of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Linda B Baughn
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota 55905, USA
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35
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Murphy SJ, Harris FR, Kosari F, Barreto Siqueira Parrilha Terra S, Nasir A, Johnson SH, Serla V, Smadbeck JB, Halling GC, Karagouga G, Sukov WR, Leventakos K, Yang P, Peikert T, Mansfield AS, Wigle DA, Yi ES, Kipp BR, Vasmatzis G, Aubry MC. Using Genomics to Differentiate Multiple Primaries From Metastatic Lung Cancer. J Thorac Oncol 2019; 14:1567-1582. [PMID: 31103780 DOI: 10.1016/j.jtho.2019.05.008] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Revised: 04/01/2019] [Accepted: 05/06/2019] [Indexed: 12/11/2022]
Abstract
INTRODUCTION Genomic technologies present a promising mechanism of resolving the clinical dilemma of distinguishing independent primary tumors from intrapulmonary metastases in NSCLC. We evaluated the utility of discordant mapping somatic junctions from chromosomal rearrangements in diagnosing metastatic disease compared to the current standard histologic review. MATERIAL AND METHODS Mate-pair sequencing was performed on DNA extracted from 76 distinct tumors from 37 cases of multiple lung cancers. Discordant mapping junctions and chromosomal copy levels were assessed for each tumor. Blood-derived DNA was available on 22 of these cases for germline assessments. A lung cancer next-generation sequencing panel was additionally performed on tumor pairs from 17 patients. RESULTS Whereas mate-pair sequencing was able to classify lineage in all tumor pairs, histologic review appeared to misclassify lineage in 9 of 33 (27%) same-histology tumor pair comparisons. Based on disagreement between the reviewing pathologists, histopathologic lineage was classified as indeterminate in seven cases. In two cases where pathologists agreed on a metastatic call, no shared junctions were found suggesting independent primaries. Although germline junctions passing algorithmic filters were common, on average less than three were present and all had predictable structures of small focal rearrangements or transposons. Evaluation of shared chromosomal copy changes and driver mutations through a lung cancer next-generation sequencing panel, while informative, were nondefinitive in calling lineage in all cases. CONCLUSIONS The highly unique nature and prevalence of chromosomal rearrangement in lung cancers provide a useful and definitive technique for calling lineage in multifocal lung cancer.
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Affiliation(s)
- Stephen J Murphy
- Center for Individualized Medicine, Biomarker Discovery Program, Mayo Clinic, Rochester, Minnesota
| | - Faye R Harris
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Farhad Kosari
- Center for Individualized Medicine, Biomarker Discovery Program, Mayo Clinic, Rochester, Minnesota
| | - Simone Barreto Siqueira Parrilha Terra
- Center for Individualized Medicine, Biomarker Discovery Program, Mayo Clinic, Rochester, Minnesota; Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Aqsa Nasir
- Center for Individualized Medicine, Biomarker Discovery Program, Mayo Clinic, Rochester, Minnesota
| | - Sarah H Johnson
- Center for Individualized Medicine, Biomarker Discovery Program, Mayo Clinic, Rochester, Minnesota
| | - Vishnu Serla
- Center for Individualized Medicine, Biomarker Discovery Program, Mayo Clinic, Rochester, Minnesota; Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - James B Smadbeck
- Center for Individualized Medicine, Biomarker Discovery Program, Mayo Clinic, Rochester, Minnesota
| | - Geoffrey C Halling
- Center for Individualized Medicine, Biomarker Discovery Program, Mayo Clinic, Rochester, Minnesota
| | - Giannoula Karagouga
- Center for Individualized Medicine, Biomarker Discovery Program, Mayo Clinic, Rochester, Minnesota
| | - William R Sukov
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | | | - Ping Yang
- Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota
| | - Tobias Peikert
- Department of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota
| | | | - Dennis A Wigle
- Department of General Thoracic Surgery, Mayo Clinic, Rochester, Minnesota
| | - Eunhee S Yi
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Benjamin R Kipp
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - George Vasmatzis
- Center for Individualized Medicine, Biomarker Discovery Program, Mayo Clinic, Rochester, Minnesota
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36
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Peterson JF, Pitel BA, Smoley SA, Smadbeck JB, Johnson SH, Vasmatzis G, Koon SJ, Webley MR, McGrath M, Bayerl MG, Baughn LB, Rowsey RA, Ketterling RP, Greipp PT, Hoppman NL. Detection of a cryptic NUP214/ABL1 gene fusion by mate-pair sequencing (MPseq) in a newly diagnosed case of pediatric T-lymphoblastic leukemia. Cold Spring Harb Mol Case Stud 2019; 5:mcs.a003533. [PMID: 30936193 PMCID: PMC6549564 DOI: 10.1101/mcs.a003533] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Accepted: 11/05/2018] [Indexed: 02/06/2023] Open
Abstract
T-cell acute lymphoblastic leukemia (T-ALL) is an aggressive hematopoietic neoplasm involving the bone marrow and blood that accounts for ∼15% of childhood and 25% of adult ALL. Whereas multiple, recurrent genetic abnormalities have been described in T-ALL, their clinical significance is unclear or controversial. Importantly, ABL1 rearrangements, most commonly described in BCR/ABL1-positive B-ALL and BCR-ABL1-like B-ALL, have been observed in T-ALL and may respond to tyrosine kinase inhibitor (TKI) therapy. We describe a newly diagnosed case of pediatric T-ALL with a fluorescence in situ hybridization abnormality suggesting a partial ABL1 deletion by a BCR/ABL1 dual-color dual-fusion probe but that demonstrated a normal result using an ABL1 break-apart probe. Mate-pair sequencing (MPseq), a next-generation sequencing (NGS)-based technology utilized to detect copy number and structural abnormalities with high resolution and precision throughout the genome, was performed and revealed a NUP214/ABL1 gene fusion that has been demonstrated to be sensitive to TKI therapy. This case demonstrates the power of MPseq to resolve chromosomal abnormalities unappreciable by traditional cytogenetic methodologies and highlights the clinical value of this novel NGS-based technology.
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Affiliation(s)
- Jess F Peterson
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology
| | - Beth A Pitel
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology
| | - Stephanie A Smoley
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology
| | - James B Smadbeck
- Center for Individualized Medicine-Biomarker Discovery, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Sarah H Johnson
- Center for Individualized Medicine-Biomarker Discovery, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - George Vasmatzis
- Center for Individualized Medicine-Biomarker Discovery, Mayo Clinic, Rochester, Minnesota 55905, USA
| | - Sarah J Koon
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology
| | - Matthew R Webley
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology
| | - Mary McGrath
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, Penn State Children's Hospital, Hershey, Pennsylvania 17033, USA
| | - Michael G Bayerl
- Department of Pathology and Laboratory Medicine, Penn State Milton S. Hershey Medical Center, Hershey, Pennsylvania 17033, USA
| | - Linda B Baughn
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology
| | - Ross A Rowsey
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology
| | - Rhett P Ketterling
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology
| | - Patricia T Greipp
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology
| | - Nicole L Hoppman
- Division of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology
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37
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Blackburn PR, Davila JI, Jackson RA, Fadra N, Atiq MA, Pitel BA, Nair AA, VanDeWalker TJ, Hessler MG, Hovel SK, Wehrs RN, Fritchie KJ, Jenkins RB, Halling KC, Geiersbach KB. RNA sequencing identifies a novel
USP9X‐USP6
promoter swap gene fusion in a primary aneurysmal bone cyst. Genes Chromosomes Cancer 2019; 58:589-594. [DOI: 10.1002/gcc.22742] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2019] [Revised: 02/07/2019] [Accepted: 02/08/2019] [Indexed: 12/23/2022] Open
Affiliation(s)
| | - Jaime I. Davila
- Department of Health Science ResearchMayo Clinic Rochester Minnesota
| | - Rory A. Jackson
- Department of Laboratory Medicine and PathologyMayo Clinic Rochester Minnesota
| | - Numrah Fadra
- Department of Health Science ResearchMayo Clinic Rochester Minnesota
| | - Mazen A. Atiq
- Department of Laboratory Medicine and PathologyMayo Clinic Rochester Minnesota
| | - Beth A. Pitel
- Department of Laboratory Medicine and PathologyMayo Clinic Rochester Minnesota
| | - Asha A. Nair
- Department of Health Science ResearchMayo Clinic Rochester Minnesota
| | - Todd J. VanDeWalker
- Department of Laboratory Medicine and PathologyMayo Clinic Rochester Minnesota
| | - Mark G. Hessler
- Department of Laboratory Medicine and PathologyMayo Clinic Rochester Minnesota
| | - Sara K. Hovel
- Department of Laboratory Medicine and PathologyMayo Clinic Rochester Minnesota
| | - Rebecca N. Wehrs
- Department of Laboratory Medicine and PathologyMayo Clinic Rochester Minnesota
| | - Karen J. Fritchie
- Department of Laboratory Medicine and PathologyMayo Clinic Rochester Minnesota
| | - Robert B. Jenkins
- Department of Laboratory Medicine and PathologyMayo Clinic Rochester Minnesota
| | - Kevin C. Halling
- Department of Laboratory Medicine and PathologyMayo Clinic Rochester Minnesota
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Shared and unique genomic structural variants of different histological components within testicular germ cell tumours identified with mate pair sequencing. Sci Rep 2019; 9:3586. [PMID: 30837548 PMCID: PMC6400951 DOI: 10.1038/s41598-019-39956-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Accepted: 02/01/2019] [Indexed: 12/12/2022] Open
Abstract
Post-pubertal testicular germ-cell tumours (TGCTs) can present with a variety of distinct histologies which are nevertheless lineage related and often co-occurring. The exact lineage relationships and developmental pathways leading to the different histologies is debated. In order to investigate the relationship of histologic populations, mate-pair sequencing (MPseq) and exome sequencing (ExomeSeq) were conducted on different histological populations within the same tumour. Ten TGCTs with 1–3 histologic types/tumour were sequenced. Junctions of somatic chromosomal rearrangements were identified on a per genome basis, with germ cell neoplasia in situ possessing the least (median 1, range 0–4) and embryonal carcinoma the most (median 8.5, range 6–12). Copy number variation revealed gains and losses, including isoform 12p (i12p) (10/10 samples), and chromosomes 7, 8, and 21 gains (7/10 samples). Mapping of shared junctions within a tumour revealed lineage relationships, but only i12p was shared between patients. ExomeSeq from two cases demonstrated a high level of copy-neutral loss of heterozygosity. Parallel assessment of separate histologies within a single TGCT demonstrated cumulative and divergent changes, suggesting the importance of parallel sequencing for detection of relevant biomarkers.
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Ren H, Hou X, Eiken PW, Zhang J, Pierson KE, Nair AA, Davila JI, Kovarikova H, Jang JS, Johnson SH, Molina JR, Marks RS, Yang P, Yi JE, Mansfield AS, Jen J. Identification and Development of a Lung Adenocarcinoma PDX Model With STRN-ALK Fusion. Clin Lung Cancer 2019; 20:e142-e147. [PMID: 30581091 DOI: 10.1016/j.cllc.2018.11.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Revised: 10/29/2018] [Accepted: 11/12/2018] [Indexed: 02/05/2023]
Affiliation(s)
- Hongzheng Ren
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN; Biomarker Discovery Program, Mayo Clinic, Rochester, MN; Cancer Research Center, Shantou University Medical College, Shantou, China
| | - Xiaonan Hou
- Department of Medical Oncology, Mayo Clinic, Rochester, MN
| | | | - Jin Zhang
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN; Department of Neurology, China-Japan Friendship Hospital, Beijing, China
| | | | - Asha A Nair
- Department of Health Science Research, Mayo Clinic, Rochester, MN
| | - Jaime I Davila
- Department of Health Science Research, Mayo Clinic, Rochester, MN
| | - Helena Kovarikova
- Institute of Clinical Biochemistry and Diagnostics, Charles University, Faculty of Medicine, Hradec Kralove, Czech Republic; Institute of Clinical Biochemistry and Diagnostics, University Hospital Hradec Kralove, Hradec Kralove, Czech Republic
| | - Jin Sung Jang
- The Genome Analysis Core, Center for Individualized Medicine, Mayo Clinic, Rochester, MN
| | | | | | | | - Ping Yang
- Department of Health Science Research, Mayo Clinic, Rochester, MN
| | - Joanne E Yi
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN
| | | | - Jin Jen
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN; Biomarker Discovery Program, Mayo Clinic, Rochester, MN; The Genome Analysis Core, Center for Individualized Medicine, Mayo Clinic, Rochester, MN.
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40
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Harris FR, Zhang P, Yang L, Hou X, Leventakos K, Weroha SJ, Vasmatzis G, Kovtun IV. Targeting HER2 in patient-derived xenograft ovarian cancer models sensitizes tumors to chemotherapy. Mol Oncol 2018; 13:132-152. [PMID: 30499260 PMCID: PMC6360362 DOI: 10.1002/1878-0261.12414] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Revised: 10/22/2018] [Accepted: 11/07/2018] [Indexed: 12/11/2022] Open
Abstract
Ovarian cancer is the most lethal gynecologic malignancy. About 75% of ovarian cancer patients relapse and/or develop chemo‐resistant disease after initial response to standard‐of‐care treatment with platinum‐based therapies. HER2 amplifications and overexpression in ovarian cancer are reported to vary, and responses to HER2 inhibitors have been poor. Next generation sequencing technologies in conjunction with testing using patient‐derived xenografts (PDX) allow validation of personalized treatments. Using a whole‐genome mate‐pair next generation sequencing (MPseq) protocol, we identified several high grade serous ovarian cancers (HGS‐OC) with DNA alterations in genes encoding members of the ERBB2 pathway. The efficiency of anti‐HER2 therapy was tested in three different PDX lines with the identified alterations and high levels of HER2 protein expression. Treatment responses to pertuzumab or pertuzumab/trastuzumab were compared in each PDX line WITH standard carboplatin and paclitaxel combination treatment. In all three PDX models, HER2‐targeted therapy resulted in significant inhibition of tumor growth compared with untreated controls. However, the responses in each case were inferior to those to chemotherapy, even for chemo‐resistant lines. When chemotherapy and HER2‐targeted therapy were administered together, a significant regression of tumor was observed after 6 weeks of treatment compared with chemotherapy alone. Post‐treatment analysis of these tissues revealed that inhibition of the ERBB2 pathway occurred at the level of phosphorylation and expression of downstream targets. In conclusion, while targeting of presumably activated ERBB2 pathway alone in HGS‐OC results in a modest treatment benefit, a combination therapy including both chemotherapy drugs and HER2 inhibitors provides a far better response. Further studies are needed to address development of recurrence and sensitivity of recurrent disease to HER2‐targeted therapy.
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Affiliation(s)
- Faye R Harris
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Piyan Zhang
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Lin Yang
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA
| | - Xiaonan Hou
- Departments of Medical Oncology, Mayo Clinic, Rochester, MN, USA
| | | | - Saravut J Weroha
- Departments of Medical Oncology, Mayo Clinic, Rochester, MN, USA.,Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, USA
| | - George Vasmatzis
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA.,Molecular Medicine, Mayo Clinic, Rochester, MN, USA
| | - Irina V Kovtun
- Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA.,Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN, USA
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41
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Aypar U, Smoley SA, Pitel BA, Pearce KE, Zenka RM, Vasmatzis G, Johnson SH, Smadbeck JB, Peterson JF, Geiersbach KB, Van Dyke DL, Thorland EC, Jenkins RB, Ketterling RP, Greipp PT, Kearney HM, Hoppman NL, Baughn LB. Mate pair sequencing improves detection of genomic abnormalities in acute myeloid leukemia. Eur J Haematol 2018; 102:87-96. [PMID: 30270457 PMCID: PMC7379948 DOI: 10.1111/ejh.13179] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2018] [Revised: 09/21/2018] [Accepted: 09/24/2018] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Acute myeloid leukemia (AML) can be subtyped based on recurrent cytogenetic and molecular genetic abnormalities with diagnostic and prognostic significance. Although cytogenetic characterization classically involves conventional chromosome and/or fluorescence in situ hybridization (FISH) assays, limitations of these techniques include poor resolution and the inability to precisely identify breakpoints. METHOD We evaluated whether an NGS-based methodology that detects structural abnormalities and copy number changes using mate pair sequencing (MPseq) can enhance the diagnostic yield for patients with AML. RESULTS Using 68 known abnormal and 20 karyotypically normal AML samples, each recurrent primary AML-specific abnormality previously identified in the abnormal samples was confirmed using MPseq. Importantly, in eight cases with abnormalities that could not be resolved by conventional cytogenetic studies, MPseq was utilized to molecularly define eight recurrent AML-fusion events. In addition, MPseq uncovered two cryptic abnormalities that were missed by conventional cytogenetic studies. Thus, MPseq improved the diagnostic yield in the detection of AML-specific structural rearrangements in 10/88 (11%) of cases analyzed. CONCLUSION Utilization of MPseq represents a precise, molecular-based technique that can be used as an alternative to conventional cytogenetic studies for newly diagnosed AML patients with the potential to revolutionize the diagnosis of hematologic malignancies.
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Affiliation(s)
- Umut Aypar
- Department of Laboratory Medicine and Pathology, Division of Laboratory Genetics, Mayo Clinic, Rochester, Minnesota
| | - Stephanie A Smoley
- Department of Laboratory Medicine and Pathology, Division of Laboratory Genetics, Mayo Clinic, Rochester, Minnesota
| | - Beth A Pitel
- Department of Laboratory Medicine and Pathology, Division of Laboratory Genetics, Mayo Clinic, Rochester, Minnesota
| | - Kathryn E Pearce
- Department of Laboratory Medicine and Pathology, Division of Laboratory Genetics, Mayo Clinic, Rochester, Minnesota
| | - Roman M Zenka
- Bioinformatics Systems, Mayo Clinic, Rochester, Minnesota
| | - George Vasmatzis
- Center for Individualized Medicine-Biomarker Discovery, Mayo Clinic, Rochester, Minnesota
| | - Sarah H Johnson
- Center for Individualized Medicine-Biomarker Discovery, Mayo Clinic, Rochester, Minnesota
| | - James B Smadbeck
- Center for Individualized Medicine-Biomarker Discovery, Mayo Clinic, Rochester, Minnesota
| | - Jess F Peterson
- Department of Laboratory Medicine and Pathology, Division of Laboratory Genetics, Mayo Clinic, Rochester, Minnesota
| | - Katherine B Geiersbach
- Department of Laboratory Medicine and Pathology, Division of Laboratory Genetics, Mayo Clinic, Rochester, Minnesota
| | - Daniel L Van Dyke
- Department of Laboratory Medicine and Pathology, Division of Laboratory Genetics, Mayo Clinic, Rochester, Minnesota
| | - Erik C Thorland
- Department of Laboratory Medicine and Pathology, Division of Laboratory Genetics, Mayo Clinic, Rochester, Minnesota
| | - Robert B Jenkins
- Department of Laboratory Medicine and Pathology, Division of Laboratory Genetics, Mayo Clinic, Rochester, Minnesota
| | - Rhett P Ketterling
- Department of Laboratory Medicine and Pathology, Division of Laboratory Genetics, Mayo Clinic, Rochester, Minnesota
| | - Patricia T Greipp
- Department of Laboratory Medicine and Pathology, Division of Laboratory Genetics, Mayo Clinic, Rochester, Minnesota
| | - Hutton M Kearney
- Department of Laboratory Medicine and Pathology, Division of Laboratory Genetics, Mayo Clinic, Rochester, Minnesota
| | - Nicole L Hoppman
- Department of Laboratory Medicine and Pathology, Division of Laboratory Genetics, Mayo Clinic, Rochester, Minnesota
| | - Linda B Baughn
- Department of Laboratory Medicine and Pathology, Division of Laboratory Genetics, Mayo Clinic, Rochester, Minnesota
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42
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Mansfield AS, Peikert T, Smadbeck JB, Udell JBM, Garcia-Rivera E, Elsbernd L, Erskine CL, Van Keulen VP, Kosari F, Murphy SJ, Ren H, Serla VV, Schaefer Klein JL, Karagouga G, Harris FR, Sosa C, Johnson SH, Nevala W, Markovic SN, Bungum AO, Edell ES, Dong H, Cheville JC, Aubry MC, Jen J, Vasmatzis G. Neoantigenic Potential of Complex Chromosomal Rearrangements in Mesothelioma. J Thorac Oncol 2018; 14:276-287. [PMID: 30316012 DOI: 10.1016/j.jtho.2018.10.001] [Citation(s) in RCA: 79] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Revised: 09/19/2018] [Accepted: 10/02/2018] [Indexed: 11/29/2022]
Abstract
INTRODUCTION Malignant pleural mesothelioma is a disease primarily associated with exposure to the carcinogen asbestos. Whereas other carcinogen-related tumors are associated with a high tumor mutation burden, mesothelioma is not. We sought to resolve this discrepancy. METHODS We used mate-pair (n = 22), RNA (n = 28), and T cell receptor sequencing along with in silico predictions and immunologic assays to understand how structural variants of chromosomes affect the transcriptome. RESULTS We observed that inter- or intrachromosomal rearrangements were present in every specimen and were frequently in a pattern of chromoanagenesis such as chromoplexy or chromothripsis. Transcription of rearrangement-related junctions was predicted to result in many potential neoantigens, some of which were proven to bind patient-specific major histocompatibility complex molecules and to expand intratumoral T cell clones. T cells responsive to these predicted neoantigens were also present in a patient's circulating T cell repertoire. Analysis of genomic array data from the mesothelioma cohort in The Cancer Genome Atlas suggested that multiple chromothriptic-like events negatively impact survival. CONCLUSIONS Our findings represent the discovery of potential neoantigen expression driven by structural chromosomal rearrangements. These results may have implications for the development of novel immunotherapeutic strategies and the selection of patients to receive immunotherapies.
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Affiliation(s)
| | - Tobias Peikert
- Division of Pulmonary Medicine and Critical Care, Mayo Clinic, Rochester, Minnesota
| | - James B Smadbeck
- Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota
| | - Julia B M Udell
- Center for International Blood and Marrow Transplant Research, Minneapolis, Minnesota
| | | | - Laura Elsbernd
- Department of Immunology, Mayo Clinic, Rochester, Minnesota
| | | | | | - Farhad Kosari
- Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota
| | - Stephen J Murphy
- Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota
| | - Hongzheng Ren
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Vishnu V Serla
- Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota
| | - Janet L Schaefer Klein
- Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota
| | - Giannoula Karagouga
- Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota
| | - Faye R Harris
- Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota
| | - Carlos Sosa
- Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota
| | - Sarah H Johnson
- Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota
| | - Wendy Nevala
- Department of Immunology, Mayo Clinic, Rochester, Minnesota
| | | | - Aaron O Bungum
- Division of Pulmonary Medicine and Critical Care, Mayo Clinic, Rochester, Minnesota
| | - Eric S Edell
- Division of Pulmonary Medicine and Critical Care, Mayo Clinic, Rochester, Minnesota
| | - Haidong Dong
- Department of Immunology, Mayo Clinic, Rochester, Minnesota; Department of Urology, Mayo Clinic, Rochester, Minnesota
| | - John C Cheville
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | | | - Jin Jen
- Medical Genome Facility, Mayo Clinic, Rochester, Minnesota
| | - George Vasmatzis
- Center for Individualized Medicine, Biomarker Discovery Group, Mayo Clinic, Rochester, Minnesota.
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43
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Vasmatzis G, Wang X, Smadbeck JB, Murphy SJ, Geiersbach KB, Johnson SH, Gaitatzes AG, Asmann YW, Kosari F, Borad MJ, Serie DJ, McLaughlin SA, Kachergus JM, Necela BM, Thompson EA. Chromoanasynthesis is a common mechanism that leads to ERBB2 amplifications in a cohort of early stage HER2 + breast cancer samples. BMC Cancer 2018; 18:738. [PMID: 30005627 PMCID: PMC6045826 DOI: 10.1186/s12885-018-4594-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Accepted: 06/14/2018] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND HER2 positive (HER2+) breast cancers involve chromosomal structural alterations that act as oncogenic driver events. METHODS We interrogated the genomic structure of 18 clinically-defined HER2+ breast tumors through integrated analysis of whole genome and transcriptome sequencing, coupled with clinical information. RESULTS ERBB2 overexpression in 15 of these tumors was associated with ERBB2 amplification due to chromoanasynthesis with six of them containing single events and the other nine exhibiting multiple events. Two of the more complex cases had adverse clinical outcomes. Chromosomes 8 was commonly involved in the same chromoanasynthesis with 17. In ten cases where chromosome 8 was involved we observed NRG1 fusions (two cases), NRG1 amplification (one case), FGFR1 amplification and ADAM32 or ADAM5 fusions. ERBB3 over-expression was associated with NRG1 fusions and EGFR and ERBB3 expressions were anti-correlated. Of the remaining three cases, one had a small duplication fully encompassing ERBB2 and was accompanied with a pathogenic mutation. CONCLUSION Chromoanasynthesis involving chromosome 17 can lead to ERBB2 amplifications in HER2+ breast cancer. However, additional large genomic alterations contribute to a high level of genomic complexity, generating the hypothesis that worse outcome could be associated with multiple chromoanasynthetic events.
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Affiliation(s)
- George Vasmatzis
- Department of Molecular Medicine, Mayo Clinic, 200 First St., SE, Rochester, MN, 55905, USA. .,Center for Individualized Medicine, Mayo Clinic, 200 First St., SE, Rochester, MN, 55905, USA. .,, .
| | - Xue Wang
- Health Sciences Research, Mayo Clinic, Jacksonville, Florida, USA
| | - James B Smadbeck
- Department of Molecular Medicine, Mayo Clinic, 200 First St., SE, Rochester, MN, 55905, USA.,Center for Individualized Medicine, Mayo Clinic, 200 First St., SE, Rochester, MN, 55905, USA
| | - Stephen J Murphy
- Department of Molecular Medicine, Mayo Clinic, 200 First St., SE, Rochester, MN, 55905, USA.,Center for Individualized Medicine, Mayo Clinic, 200 First St., SE, Rochester, MN, 55905, USA
| | | | - Sarah H Johnson
- Department of Molecular Medicine, Mayo Clinic, 200 First St., SE, Rochester, MN, 55905, USA.,Center for Individualized Medicine, Mayo Clinic, 200 First St., SE, Rochester, MN, 55905, USA
| | - Athanasios G Gaitatzes
- Department of Molecular Medicine, Mayo Clinic, 200 First St., SE, Rochester, MN, 55905, USA.,Center for Individualized Medicine, Mayo Clinic, 200 First St., SE, Rochester, MN, 55905, USA
| | - Yan W Asmann
- Health Sciences Research, Mayo Clinic, Jacksonville, Florida, USA
| | - Farhad Kosari
- Department of Molecular Medicine, Mayo Clinic, 200 First St., SE, Rochester, MN, 55905, USA.,Center for Individualized Medicine, Mayo Clinic, 200 First St., SE, Rochester, MN, 55905, USA
| | | | - Daniel J Serie
- Department of Molecular Medicine, Mayo Clinic, 200 First St., SE, Rochester, MN, 55905, USA.,Center for Individualized Medicine, Mayo Clinic, 200 First St., SE, Rochester, MN, 55905, USA
| | | | | | - Brian M Necela
- Cancer Research, Mayo Clinic, Jacksonville, Florida, USA
| | - E Aubrey Thompson
- Cancer Biology, Mayo Clinic, Griffin Building 214, Jacksonville, Florida, USA.
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