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Alpár D, Egyed B, Bödör C, Kovács GT. Single-Cell Sequencing: Biological Insight and Potential Clinical Implications in Pediatric Leukemia. Cancers (Basel) 2021; 13:5658. [PMID: 34830811 PMCID: PMC8616124 DOI: 10.3390/cancers13225658] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2021] [Revised: 11/05/2021] [Accepted: 11/09/2021] [Indexed: 01/15/2023] Open
Abstract
Single-cell sequencing (SCS) provides high-resolution insight into the genomic, epigenomic, and transcriptomic landscape of oncohematological malignancies including pediatric leukemia, the most common type of childhood cancer. Besides broadening our biological understanding of cellular heterogeneity, sub-clonal architecture, and regulatory network of tumor cell populations, SCS can offer clinically relevant, detailed characterization of distinct compartments affected by leukemia and identify therapeutically exploitable vulnerabilities. In this review, we provide an overview of SCS studies focused on the high-resolution genomic and transcriptomic scrutiny of pediatric leukemia. Our aim is to investigate and summarize how different layers of single-cell omics approaches can expectedly support clinical decision making in the future. Although the clinical management of pediatric leukemia underwent a spectacular improvement during the past decades, resistant disease is a major cause of therapy failure. Currently, only a small proportion of childhood leukemia patients benefit from genomics-driven therapy, as 15-20% of them meet the indication criteria of on-label targeted agents, and their overall response rate falls in a relatively wide range (40-85%). The in-depth scrutiny of various cell populations influencing the development, progression, and treatment resistance of different disease subtypes can potentially uncover a wider range of driver mechanisms for innovative therapeutic interventions.
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Affiliation(s)
- Donát Alpár
- HCEMM-SE Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, H-1085 Budapest, Hungary; (D.A.); (B.E.); (C.B.)
| | - Bálint Egyed
- HCEMM-SE Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, H-1085 Budapest, Hungary; (D.A.); (B.E.); (C.B.)
- 2nd Department of Pediatrics, Semmelweis University, H-1094 Budapest, Hungary
| | - Csaba Bödör
- HCEMM-SE Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, H-1085 Budapest, Hungary; (D.A.); (B.E.); (C.B.)
| | - Gábor T. Kovács
- 2nd Department of Pediatrics, Semmelweis University, H-1094 Budapest, Hungary
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Xiao C, Liu C, Fang H, Zhang C, Chen S, Huang Y, Yi S, Huang D. Characterisation, verification and genetic basis of anomalous STR patterns: a report of four cases of X-chromosome STR biallelic patterns in human males. Int J Legal Med 2019; 134:937-943. [PMID: 31139909 DOI: 10.1007/s00414-019-02083-4] [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: 01/19/2019] [Accepted: 05/22/2019] [Indexed: 10/26/2022]
Abstract
Analysis of the characteristics and genetic basis of the anomalous short tandem repeat (STR) pattern encountered in forensic cases has been shown to be useful for analysing STR profiles in routine forensic casework. Here, we report biallelic patterns at several X-chromosome STR (X-STR) loci in human males revealed by forensic parameters investigation using the commercial AGCU X19 Kit. The presence of these patterns was verified by reanalysis using new samples and bidirectional Sanger sequencing of the singleplex polymerase chain reaction (PCR) products. And the genetic basis for their production was inferred based on the relative peak heights at the amelogenin locus and the affected locus (DXS10159, DXS10134 and DXS10079) and the normalised peak height ratios between the affected locus and adjacent loci relative to the control sample 9947A. The inference results suggested that two cases of biallelic pattern at the DXS10159 locus would be caused by local duplications, while in the other two cases, both the biallelic patterns at loci DXS10134 and DXS10079 would be due to somatic mutations. One case where the male showed a biallelic pattern at the DXS10159 locus (Xp11.21) was further analysed. Quantitative PCR (qPCR) revealed a microduplication (< 0.2 Mb) spanning at least 13.9 kb in Xp11.21 encompassing the DXS10159 locus. Finally, a workflow for analysing anomalous STR patterns was summarised. In conclusion, this study is a detailed report of X-STR biallelic patterns in human males, which serves as an effective complement to the database and provides an example for the analysis of anomalous STR patterns.
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Affiliation(s)
- Chao Xiao
- Department of Forensic Medicine, Tongji Medical College, Huazhong University of Science and Technology, No. 13 Hangkong Road, Wuhan, 430030, China
| | - Chunfeng Liu
- Department of Forensic Medicine, Tongji Medical College, Huazhong University of Science and Technology, No. 13 Hangkong Road, Wuhan, 430030, China
| | - Hui Fang
- Department of Criminal Investigation, Wuhan Public Security Bureau, Wuhan, 430024, China
| | - Chunmei Zhang
- Department of Criminal Investigation, Wuhan Public Security Bureau, Wuhan, 430024, China
| | - Shengjie Chen
- Nanning Public Security Bureau Qingxiu Branch, Nanning, 530022, China
| | - Yujie Huang
- Department of Forensic Medicine, Tongji Medical College, Huazhong University of Science and Technology, No. 13 Hangkong Road, Wuhan, 430030, China
| | - Shaohua Yi
- Department of Forensic Medicine, Tongji Medical College, Huazhong University of Science and Technology, No. 13 Hangkong Road, Wuhan, 430030, China
| | - Daixin Huang
- Department of Forensic Medicine, Tongji Medical College, Huazhong University of Science and Technology, No. 13 Hangkong Road, Wuhan, 430030, China.
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European experience and risk factor analysis of donor cell-derived leukaemias/MDS following haematopoietic cell transplantation. Leukemia 2018; 33:508-517. [PMID: 30050122 DOI: 10.1038/s41375-018-0218-6] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Revised: 05/31/2018] [Accepted: 06/07/2018] [Indexed: 12/20/2022]
Abstract
Donor cell leukaemia (DCL) is a rare complication of allogeneic haematopoietic cell transplantation (HCT). We have investigated the prevalence and outcome of donor cell haematology malignancies within centres registered with the European Society of Blood and Marrow transplantation (EBMT). We have sought to identify risk factors to shed light on the pathogenesis of DCL as a model for leukaemogenesis. DCL cases were identified by questionnaire and a follow-up questionnaire requested detailed data. Control subjects from the EBMT registry who had not developed DCL were used for a matched pair analysis to identify risk factors. We identified 38 patients with DCL; the estimated prevalence was 80.5/100,000 transplants. Patients were predominantly treated for haematological malignancy. A clone was retrospectively identified in 7/25 (28%) donors for whom data was available. Overall survival was poor with 29/38 patients dead a median of 11 (range 0-91) months after DCL diagnosis. Matched case-pair analysis identified three factors on multivariate analysis as significantly associated with an increased risk for DCL: use of growth factors within the first 100 days after transplantation, in vivo T-cell depletion and multiple allografts. The risk factors identified, support reduced immune surveillance and replicative stress as pathogenic in the development of DCL.
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Chimerism analyses by sex-chromosome analysis confused relapse with donor cell leukemia after sex-mismatched allo-SCT. Bone Marrow Transplant 2012; 47:1583-4. [PMID: 22484320 DOI: 10.1038/bmt.2012.61] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Alpár D. Recurrent disease or donor cell leukemia?: Brain teaser after allogeneic bone marrow transplantation. CHIMERISM 2011; 2:19-20. [PMID: 21547032 DOI: 10.4161/chim.2.1.14726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Received: 12/29/2010] [Accepted: 01/05/2011] [Indexed: 11/19/2022]
Abstract
Allogeneic bone marrow transplantation (allo-BMT) is the treatment of choice for many patients with poor prognosis or refractory leukemia. Chimerism and residual tumor load after allo-BMT are widely monitored to detect impending graft rejection and the early phase of relapse. In most cases, the malignant cell population during post-transplant relapse contains host-derived cells, but the leukemic clone can rarely be of donor-cell origin. Various genetic tests with different strategies, targets and sensitivities are available for donor-host discrimination. However, changes in the genomic material of the dominant host cell population as a result of clonal evolution and/or clonal selection can hamper the correct identification of the origin of aberrant cells after allo-BMT, thus confounding the assessment of the chimeric state. Consequently, a good knowledge of the techniques applied in clinical practice and careful interpretation of their results are essential. A lack of host-specific markers at the time of clinical relapse is not adequate for verifying the presence of donor cell leukemia, and unequivocal demonstration of donor-specific markers is also required.
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Affiliation(s)
- Donát Alpár
- Department of Pathology; University of Pécs; Pécs, Hungary
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Alpár D. Recurrent disease or donor cell leukemia? Brain teaser after allogeneic bone marrow transplantation. CHIMERISM 2011. [DOI: 10.4161/chim.14726] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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