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Mehta S, Medicherla KM, Gulati S, Sharma N, Parveen R, Mishra AK, Gupta S, Suravajhala P. Whole Exome Sequencing of Adult Indians with Apparently Acquired Aplastic Anaemia: Initial Experience at Tertiary Care Hospital. Diseases 2024; 12:225. [PMID: 39329894 PMCID: PMC11430975 DOI: 10.3390/diseases12090225] [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: 08/16/2024] [Revised: 09/16/2024] [Accepted: 09/21/2024] [Indexed: 09/28/2024] Open
Abstract
Aplastic anaemia (AA) is a rare hypocellular bone marrow disease with a large number of mutations in the telomerase reverse transcriptase gene (TERT), leading to bone marrow failure. We used our benchmarked whole exome sequencing (WES) pipeline to identify variants in adult Indian subjects with apparently acquired AA. For 36 affected individuals, we sequenced coding regions to a mean coverage of 100× and a sufficient depth was achieved. Downstream validation and filtering to call mutations in patients treated with Cyclosporin A (CsA) identified variants associated with AA. We report four mutations across the genes associated with the AA, TERT and CYP3A5, in addition to other genes, viz., IFNG, PIGA, NBS/NBN, and MPL. We demonstrate the application of WES to discover the variants associated with CsA responders and non-responders in an Indian cohort.
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Affiliation(s)
- Sudhir Mehta
- Department of General Medicine, SMS Medical College and Hospital, JLN Marg, Jaipur 302004, India; (S.G.); (N.S.)
| | - Krishna Mohan Medicherla
- Department of Biotechnology and Bioinformatics, Birla Institute of Scientific Research, Jaipur 302011, India; (K.M.M.); (S.G.)
- Bioclues.org, Hyderabad 501511, India
| | - Sandhya Gulati
- Department of General Medicine, SMS Medical College and Hospital, JLN Marg, Jaipur 302004, India; (S.G.); (N.S.)
| | - Nidhi Sharma
- Department of General Medicine, SMS Medical College and Hospital, JLN Marg, Jaipur 302004, India; (S.G.); (N.S.)
| | | | | | - Sonal Gupta
- Department of Biotechnology and Bioinformatics, Birla Institute of Scientific Research, Jaipur 302011, India; (K.M.M.); (S.G.)
| | - Prashanth Suravajhala
- Bioclues.org, Hyderabad 501511, India
- Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Clappana P.O. 690525, India
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2
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Awada H, Durmaz A, Kewan T, Ullah F, Dima D, Awada H, Pagliuca S, Meggendorfer M, Haferlach T, Gurnari C, Visconte V, Maciejewski JP. Context-dependent role of trisomy 6 in myelodysplastic neoplasms and acute myeloid leukemia: a multi-omics analysis. Leukemia 2024; 38:1411-1414. [PMID: 38734787 PMCID: PMC11147751 DOI: 10.1038/s41375-024-02268-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 04/24/2024] [Accepted: 04/25/2024] [Indexed: 05/13/2024]
Affiliation(s)
- Hussein Awada
- Department of Translational Hematology and Oncology Research, Cleveland Clinic, Cleveland, OH, USA
| | - Arda Durmaz
- Department of Translational Hematology and Oncology Research, Cleveland Clinic, Cleveland, OH, USA
| | | | - Fauzia Ullah
- Department of Translational Hematology and Oncology Research, Cleveland Clinic, Cleveland, OH, USA
| | - Danai Dima
- Department of Translational Hematology and Oncology Research, Cleveland Clinic, Cleveland, OH, USA
| | - Hassan Awada
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Simona Pagliuca
- Department of Clinical Hematology, CHRU de Nancy, Nancy, France
| | | | | | - Carmelo Gurnari
- Department of Translational Hematology and Oncology Research, Cleveland Clinic, Cleveland, OH, USA
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | - Valeria Visconte
- Department of Translational Hematology and Oncology Research, Cleveland Clinic, Cleveland, OH, USA
| | - Jaroslaw P Maciejewski
- Department of Translational Hematology and Oncology Research, Cleveland Clinic, Cleveland, OH, USA.
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3
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Liu L, Zhang D, Fu Q, Wang J, Yu J, Chen D, Wang F, Guo R, Xie X, Jiang Z, Li Y. Clinical implications of myeloid malignancy‑related somatic mutations in aplastic anemia. Clin Exp Med 2023; 23:4473-4482. [PMID: 37087521 PMCID: PMC10725342 DOI: 10.1007/s10238-023-01067-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Accepted: 04/03/2023] [Indexed: 04/24/2023]
Abstract
Aplastic anemia (AA) is a potentially fatal bone marrow failure syndrome characterized by a paucity of hematopoietic stem cells and progenitor cells with varying degrees of cytopenia and fatty infiltration of the bone marrow space. Recent advances in genomics have uncovered a link between somatic mutations and myeloid cancer in AA patients. At present, the impact of these mutations on AA patients remains uncertain. We retrospectively investigated 279 AA patients and 174 patients with myelodysplastic syndromes (MDS) and performed targeted sequencing of 22 genes on their bone marrow cells using next-generation sequencing (NGS). Associations of somatic mutations with prognostic relevance and response to treatment were analyzed. Of 279 AA patients, 25 (9.0%) patients had somatic mutations, and 20 (7.2%) patients had one mutation. The most frequently mutated genes were ASXL1(3.2% of the patients), DNMT3A (1.8%) and TET2 (1.8%). In the MDS group, somatic mutations were detected in 120 of 174 (69.0%) patients, and 81 patients (46.6%) had more than one mutation. The most frequently mutated genes were U2AF1 (24.7% of the patients), ASXL1 (18.4%) and TP53 (13.2%). Compared with MDS patients, AA patients had a significantly lower frequency of somatic mutations and mostly one mutation. Similarly, the median variant allele frequency was lower in AA patients than in MDS patients (6.9% vs. 28.4%). The overall response of 3 and 6 months in the somatic mutation (SM) group was 37.5% and 66.7%, respectively. Moreover, there was no significant difference compared with the no somatic mutation (N-SM) group. During the 2-years follow-up period, four (20%) deaths occurred in the SM group and 40 (18.1%) in the N-SM group, with no significant difference in overall survival and event-free survival between the two groups. Our data indicated that myeloid tumor-associated somatic mutations in AA patients were detected in only a minority of patients by NGS. AA and MDS patients had different gene mutation patterns. The somatic mutations in patients with AA were characterized by lower mutation frequency, mostly one mutation, and lower median allelic burden of mutations than MDS. Somatic mutations were a common finding in the elderly, and the frequency of mutations increases with age. The platelet count affected the treatment response at 3 months, and ferritin level affected the outcome at 6 months, while somatic mutations were not associated with treatment response or long-term survival. However, our cohort of patients with the mutation was small; this result needs to be further confirmed with large patient sample.
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Affiliation(s)
- Lingling Liu
- Department of Hematology, The First Affiliated Hospital of Zhengzhou University, #1 Jianshe East Road, Zhengzhou, 450000, People's Republic of China
| | - Danfeng Zhang
- Department of Hematology, The First Affiliated Hospital of Zhengzhou University, #1 Jianshe East Road, Zhengzhou, 450000, People's Republic of China
| | - Qiuhao Fu
- Department of Hematology, The First Affiliated Hospital of Zhengzhou University, #1 Jianshe East Road, Zhengzhou, 450000, People's Republic of China
| | - Jingdi Wang
- Department of Hematology, The First Affiliated Hospital of Zhengzhou University, #1 Jianshe East Road, Zhengzhou, 450000, People's Republic of China
| | - Jifeng Yu
- Department of Hematology, The First Affiliated Hospital of Zhengzhou University, #1 Jianshe East Road, Zhengzhou, 450000, People's Republic of China
| | - Dandan Chen
- Department of Hematology, The First Affiliated Hospital of Zhengzhou University, #1 Jianshe East Road, Zhengzhou, 450000, People's Republic of China
| | - Fang Wang
- Department of Hematology, The First Affiliated Hospital of Zhengzhou University, #1 Jianshe East Road, Zhengzhou, 450000, People's Republic of China
| | - Rong Guo
- Department of Hematology, The First Affiliated Hospital of Zhengzhou University, #1 Jianshe East Road, Zhengzhou, 450000, People's Republic of China
| | - Xinsheng Xie
- Department of Hematology, The First Affiliated Hospital of Zhengzhou University, #1 Jianshe East Road, Zhengzhou, 450000, People's Republic of China
| | - Zhongxing Jiang
- Department of Hematology, The First Affiliated Hospital of Zhengzhou University, #1 Jianshe East Road, Zhengzhou, 450000, People's Republic of China
| | - Yingmei Li
- Department of Hematology, The First Affiliated Hospital of Zhengzhou University, #1 Jianshe East Road, Zhengzhou, 450000, People's Republic of China.
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Yan X, Lai B, Zhou X, Yang S, Ge Q, Zhou M, Shi C, Xu Z, Ouyang G. The Differential Expression of CD47 may be Related to the Pathogenesis From Myelodysplastic Syndromes to Acute Myeloid Leukemia. Front Oncol 2022; 12:872999. [PMID: 35433462 PMCID: PMC9008711 DOI: 10.3389/fonc.2022.872999] [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: 02/10/2022] [Accepted: 03/07/2022] [Indexed: 11/13/2022] Open
Abstract
Myelodysplastic syndrome (MDS) can lead to the development of peripheral blood cytopenia and abnormal cell morphology. MDS has the potential to evolve into AML and can lead to reduced survival. CD47, a member of the immunoglobulin family, is one molecule that is overexpressed in a variety of cancer cells and is associated with clinical features and poor prognosis in a variety of malignancies. In this study, we analyzed the expression and function of CD47 in MDS and AML, and further analyzed its role in other tumors. Our analysis revealed significantly low CD47 expression in MDS and significantly high expression in AML. Further analysis of the function or pathway of CD47 from different perspectives identified a relationship to the immune response, cell growth, and other related functions or pathways. The relationship between CD47 and other tumors was analyzed from four aspects: DNA methyltransferase, TMB, MSI, and tumor cell stemness. Changes in gene expression levels have a known association with aberrant DNA methylation, and this methylation is the main mechanism of tumor suppressor gene silencing and clonal variation during the evolution of MDS to AML. Taken together, our findings support the hypothesis that the differential expression of CD47 might be related to the transformation of MDS to AML.
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Affiliation(s)
- Xiao Yan
- Haematology Department of Ningbo First Hospital, Ningbo Clinical Research Center for Hematologic Malignancies, Ningbo, China
| | - Binbin Lai
- Haematology Department of Ningbo First Hospital, Ningbo Clinical Research Center for Hematologic Malignancies, Ningbo, China
| | - Xuyan Zhou
- Haematology Department, The Affiliated Hospital of Medical School of Ningbo University, Ningbo, China
| | - Shujun Yang
- Medical Research Center of Ningbo First Hospital, Ningbo, China
| | - Qunfang Ge
- Haematology Department of Ningbo First Hospital, Ningbo Clinical Research Center for Hematologic Malignancies, Ningbo, China
| | - Miao Zhou
- Haematology Department of Ningbo First Hospital, Ningbo Clinical Research Center for Hematologic Malignancies, Ningbo, China
| | - Cong Shi
- Stem Cell Transplantation Laboratory of Ningbo First Hospital, Institute of Hematology of Ningbo First Hospital, Ningbo, China
| | - Zhijuan Xu
- Haematology Department of Ningbo First Hospital, Ningbo Clinical Research Center for Hematologic Malignancies, Ningbo, China
| | - Guifang Ouyang
- Haematology Department of Ningbo First Hospital, Ningbo Clinical Research Center for Hematologic Malignancies, Ningbo, China
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5
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Tuerxun N, Wang J, Zhao F, Qin YT, Wang H, Chen R, Hao JP. Bioinformatics analysis deciphering the transcriptomic signatures associated with signalling pathways and prognosis in the myelodysplastic syndromes. Hematology 2022; 27:214-231. [PMID: 35134316 DOI: 10.1080/16078454.2022.2029256] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Several studies scatteredly identified the myelodysplastic syndromes' transcriptomic profiles (MDS). However, the exploration of transcriptional signatures, key signalling pathways, and their association with prognosis and diagnosis in the integrated multiple datasets remains lacking. METHODS We integrated the GSE4619, GSE19429, GSE30195, and GSE58831 microarray datasets of CD34 + cells for identifying the differentially expressed genes (DEGs) in the MDS. The series of bioinformatics methods are applied to identify the key hub genes, gene clusters, prognostic hub genes, and genes associated with diagnostic efficacy. Finally, we validated the expression differences of hub genes in the GSE114922 dataset. RESULTS We explored the DEGs related to gene ontology enrichment and KEGG pathways. We identified significant hub genes, including 168 upregulated hub genes (such as STAT1, IFIH1, EPRS, GRB2, RAC2, MAPK14, CASP1, and SPI1) and 52 downregulated hub genes (such as CREBBP, HIF1A, PIK3CA, EZH2, PIK3R1, MDM2, IRF4, CXCR4, PCNA, and CD19) in the MDS. In addition, we identified six significant molecular complex detection (MCODE)-derived upregulated gene clusters and one downregulated gene cluster, respectively. Moreover, we found that the higher expression level of MX2, GBP2, PXN, IFI44, FDXR, PLCB2, ASS1, ERCC4, PML, and RRAGD and the lower expression level of CD19, PAX5, TCF3, LEF1, NUSAP1, and TIMELESS hub genes are significantly correlated with shorter survival times of MDS patients. Furthermore, the area value under the ROC curve (AUC) of PXN, FDXR, PLCB2, PML, CD19, PAX5, and LEF1 prognostic genes are more than 0.80, indicating that these genes could be effectively used for the diagnostic efficacy of MDS patients. CONCLUSIONS Identifying key hub genes and their association with the prognosis and diagnostic efficacy may provide substantial clues for the treatment and diagnosis of MDS patients.
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Affiliation(s)
- Niluopaer Tuerxun
- Department of Hematology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, People's Republic of China
| | - Jie Wang
- Department of Pharmacy, First Affiliated Hospital of Xinjiang Medical University, Urumqi, People's Republic of China
| | - Fang Zhao
- Department of Hematology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, People's Republic of China
| | - Yu-Ting Qin
- Department of Hematology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, People's Republic of China
| | - Huan Wang
- Department of Hematology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, People's Republic of China
| | - Rong Chen
- Department of Hematology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, People's Republic of China
| | - Jian-Ping Hao
- Department of Hematology, First Affiliated Hospital of Xinjiang Medical University, Urumqi, People's Republic of China
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6
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Zhao F, Bosler DS, Cook JR. Designing Myeloid Gene Panels. Arch Pathol Lab Med 2021; 146:1004-1011. [PMID: 34784413 DOI: 10.5858/arpa.2021-0124-oa] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/20/2021] [Indexed: 11/06/2022]
Abstract
CONTEXT.— Next-generation sequencing studies are increasingly used in the evaluation of suspected chronic myeloid neoplasms (CMNs), but there is wide variability among laboratories in the genes analyzed for this purpose. Recently, the Association for Molecular Pathology CMN working group recommended a core 34-gene set as a minimum target list for evaluation of CMNs. This list was recommended based on literature review, and its diagnostic yield in clinical practice is unknown. OBJECTIVE.— To determine the diagnostic yield of the core 34 genes and assess the potential impact of including selected additional genes. DESIGN.— We retrospectively reviewed 185 patients with known or suspected CMNs tested using a 62-gene next-generation sequencing panel that included all 34 core genes. RESULTS.— The Association for Molecular Pathology's core 34 genes had a diagnostic yield of 158 of 185 (85.4%) to detect at least 1 variant with strong/potential clinical significance and 107 of 185 (57.8%) to detect at least 2 such variants. The 62-gene panel had a diagnostic yield of 160 of 185 (86.5%) and 112 of 185 (60.5%), respectively. Variants of unknown significance were identified in 49 of 185 (26.5%) using the core 34 genes versus 76 of 185 (41.1%) using the 62-gene panel. CONCLUSIONS.— This study demonstrates that the Association for Molecular Pathology-recommended core 34-gene set has a high diagnostic yield in CMNs. Inclusion of selected additional genes slightly increases the rate of abnormal results, while also increasing the detection of variants of unknown significance. We recommend inclusion of CUX1, DDX41, ETNK1, RIT1, and SUZ12 in addition to the Association for Molecular Pathology's 34-gene core set for routine evaluation of CMNs.
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Affiliation(s)
- Fang Zhao
- From the Department of Laboratory Medicine, Cleveland Clinic, Cleveland, Ohio.,Zhao is currently located at the Center for Clinical Informatics Research and Education and Department of Pathology, The MetroHealth System/Case Western Reserve University, Cleveland, Ohio
| | - David S Bosler
- From the Department of Laboratory Medicine, Cleveland Clinic, Cleveland, Ohio
| | - James R Cook
- From the Department of Laboratory Medicine, Cleveland Clinic, Cleveland, Ohio
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7
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Patel BA, Ghannam J, Groarke EM, Goswami M, Dillon L, Gutierrez-Rodrigues F, Rios O, Raffo DQ, Lotter J, Young NS, Hourigan CS. Detectable mutations precede late myeloid neoplasia in aplastic anemia. Haematologica 2021; 106:647-650. [PMID: 33054127 PMCID: PMC7849750 DOI: 10.3324/haematol.2020.263046] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Affiliation(s)
- Bhavisha A Patel
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI)
| | - Jack Ghannam
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI)
| | - Emma M Groarke
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI)
| | - Meghali Goswami
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI)
| | - Laura Dillon
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI)
| | | | - Olga Rios
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI)
| | | | - Jennifer Lotter
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI)
| | - Neal S Young
- Hematology Branch, National Heart, Lung, and Blood Institute (NHLBI).
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8
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Caponetti GC, Bagg A. Mutations in myelodysplastic syndromes: Core abnormalities and CHIPping away at the edges. Int J Lab Hematol 2020; 42:671-684. [PMID: 32757473 DOI: 10.1111/ijlh.13284] [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: 04/18/2020] [Revised: 06/09/2020] [Accepted: 06/16/2020] [Indexed: 12/18/2022]
Abstract
The myelodysplastic syndromes (MDS) are a heterogeneous constellation of hematologic malignancies characterized by aberrant differentiation and clonal expansion of abnormal myeloid cells that initially manifest with ineffective hematopoiesis and consequent cytopenias. The prognosis of MDS is variable and depends on clinical and hematologic parameters, cytogenetic and molecular findings, as well as comorbidities. Gene sequencing studies have uncovered remarkable genomic complexity within MDS, based on the presence of recurrent and sometimes co-operating mutations in genes encoding proteins that play a role in numerous biologic pathways. Although the treatment of MDS is currently limited to the use of hypomethylating, immunomodulatory, or erythropoiesis-stimulating agents, improved understanding of the molecular underpinnings of its pathophysiology has led to the development of multiple targeted treatments that are poised to be added to the therapeutic armamentarium. This review will focus on the role of mutations in the pathogenesis, diagnosis, and prognosis of MDS and how the discovery of clonal hematopoiesis of indeterminate potential (CHIP) might impact the utility of detecting mutations in the diagnosis of MDS.
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Affiliation(s)
- Gabriel C Caponetti
- Department of Pathology and Laboratory Medicine, Division of Hematopathology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Adam Bagg
- Department of Pathology and Laboratory Medicine, Division of Hematopathology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
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9
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Park Y, Chung BH, Park CW, Kim YS, Yang CW. Acute kidney injury with extreme hyperuricemia after antithymocyte globulin treatment in a kidney transplant recipient with underlying aplastic anemia: a case report. BMC Nephrol 2020; 21:251. [PMID: 32615929 PMCID: PMC7330935 DOI: 10.1186/s12882-020-01903-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Accepted: 06/22/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The occurrences of hyperuricemia and acute kidney injury after antithymocyte globulin treatment are unusual in kidney transplant recipients. Here, we report a unique case of acute kidney injury with extreme hyperuricemia after antithymocyte globulin treatment in a kidney transplant recipient with underlying aplastic anemia. CASE PRESENTATION A 40-year-old woman with aplastic anemia who received a kidney transplant 5 years 6 months before presented to our emergency department with complaints of oliguria, generalized edema, and general weakness 6 days after receiving antithymocyte globulin treatment for acute T-cell-mediated rejection. Urinalysis revealed 100 uric acid crystal particles. The blood chemistry test results showed rapid increases in serum creatinine (from 2.86 mg/dL to 5.58 mg/dL) and uric acid levels (from 10.2 mg/dL to 32.7 mg/dL), which suggested acute uric acid nephropathy. Tumor lysis syndrome was suspected to be the cause of the acute uric acid nephropathy; hence, the patient was reevaluated for aplastic anemia. Human leukocyte antigen-DR15 was positive, and flow cytometry revealed a low percentage of glycophosphatidyl inositol-deficient granulocytes (2.9%), which suggested paroxysmal nocturnal hemoglobinuria clones. These findings indicate that the previously diagnosed aplastic anemia had either originally been hypocellular myelodysplastic syndrome (MDS) or later transformed into hypocellular MDS, which is a type of bone marrow failure syndrome. CONCLUSIONS Clinicians should consider unexpected tumor lysis syndrome to be the cause of complications after antithymocyte globulin treatment in kidney transplant recipients with underlying bone marrow failure syndrome.
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Affiliation(s)
- Yohan Park
- Division of Nephrology, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seocho-gu, Seoul, 06591, South Korea
| | - Byung Ha Chung
- Division of Nephrology, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seocho-gu, Seoul, 06591, South Korea
| | - Cheol Whee Park
- Division of Nephrology, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seocho-gu, Seoul, 06591, South Korea
| | - Yong-Soo Kim
- Division of Nephrology, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seocho-gu, Seoul, 06591, South Korea
| | - Chul Woo Yang
- Division of Nephrology, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, 222 Banpo-daero, Seocho-gu, Seoul, 06591, South Korea.
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10
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A genomics-informed computational biology platform prospectively predicts treatment responses in AML and MDS patients. Blood Adv 2020; 3:1837-1847. [PMID: 31208955 DOI: 10.1182/bloodadvances.2018028316] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Accepted: 03/12/2019] [Indexed: 12/14/2022] Open
Abstract
Patients with myelodysplastic syndromes (MDS) or acute myeloid leukemia (AML) are generally older and have more comorbidities. Therefore, identifying personalized treatment options for each patient early and accurately is essential. To address this, we developed a computational biology modeling (CBM) and digital drug simulation platform that relies on somatic gene mutations and gene CNVs found in malignant cells of individual patients. Drug treatment simulations based on unique patient-specific disease networks were used to generate treatment predictions. To evaluate the accuracy of the genomics-informed computational platform, we conducted a pilot prospective clinical study (NCT02435550) enrolling confirmed MDS and AML patients. Blinded to the empirically prescribed treatment regimen for each patient, genomic data from 50 evaluable patients were analyzed by CBM to predict patient-specific treatment responses. CBM accurately predicted treatment responses in 55 of 61 (90%) simulations, with 33 of 61 true positives, 22 of 61 true negatives, 3 of 61 false positives, and 3 of 61 false negatives, resulting in a sensitivity of 94%, a specificity of 88%, and an accuracy of 90%. Laboratory validation further confirmed the accuracy of CBM-predicted activated protein networks in 17 of 19 (89%) samples from 11 patients. Somatic mutations in the TET2, IDH1/2, ASXL1, and EZH2 genes were discovered to be highly informative of MDS response to hypomethylating agents. In sum, analyses of patient cancer genomics using the CBM platform can be used to predict precision treatment responses in MDS and AML patients.
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11
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Le Y. Screening and identification of key candidate genes and pathways in myelodysplastic syndrome by bioinformatic analysis. PeerJ 2019; 7:e8162. [PMID: 31803541 PMCID: PMC6886488 DOI: 10.7717/peerj.8162] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 11/04/2019] [Indexed: 12/25/2022] Open
Abstract
Myelodysplastic syndrome (MDS) is a heterogeneous hematologic malignancy derived from hematopoietic stem cells and the molecular mechanism of MDS remains unclear. This study aimed to elucidate potential markers of diagnosis and prognosis of MDS. The gene expression profiles GSE19429 and GSE58831 were obtained and downloaded from the Gene Expression Omnibus (GEO) database. The differentially expressed genes (DEGs) in MDS were screened using GEO2R and overlapped DEGs were obtained with Venn Diagrams. Then, Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway functional enrichment analyses, protein–protein interaction network establishment and survival analyses were performed. Functional enrichment analysis indicated that these DEGs were significantly enriched in the interferon signaling pathway, immune response, hematopoietic cell lineage and the FOXO signaling pathway. Four hub genes and four significant modules including 25 module genes were obtained via Cytoscape MCODE. Survival analysis showed that the overall survival of MDS patients having BLNK, IRF4, IFITM1, IFIT1, ISG20, IFI44L alterations were worse than that without alterations. In conclusion, the identification of these genes and pathways helps understand the underlying molecular mechanisms of MDS and provides candidate targets for the diagnosis and prognosis of MDS.
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Affiliation(s)
- Ying Le
- Department of Hematology, Maoming People's Hospital, Maoming, Guangdong, China
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12
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Boddu PC, Kadia TM. Molecular pathogenesis of acquired aplastic anemia. Eur J Haematol 2018; 102:103-110. [DOI: 10.1111/ejh.13182] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Revised: 10/03/2018] [Accepted: 10/04/2018] [Indexed: 12/27/2022]
Affiliation(s)
- Prajwal C. Boddu
- Department of Leukemia University of Texas MD Anderson Cancer Center Houston Texas
| | - Tapan M. Kadia
- Department of Leukemia University of Texas MD Anderson Cancer Center Houston Texas
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13
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Santini V. Society of Hematologic Oncology (SOHO) State of the Art Updates and Next Questions: Myelodysplastic Syndromes. CLINICAL LYMPHOMA MYELOMA & LEUKEMIA 2018; 18:495-500. [PMID: 29907542 DOI: 10.1016/j.clml.2018.05.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Accepted: 05/17/2018] [Indexed: 10/16/2022]
Abstract
In the past few months, 2 main streams of research have dominated the panorama of myelodysplastic syndrome (MDS) investigations: deepening the insight into the pathogenic role, hierarchy, and prognostic effect of somatic mutations and, as a consequence, into the effect of inherited congenital predisposing conditions and the second, quite interlinked with the first, analyzing inflammation and innate immunity in patients with MDS. The research devoted to clarifying the mechanisms of action and mechanisms of resistance to hypomethylating agents has also advanced, mostly resulting from different approaches to the study of DNA methylation. Recent observations have reinforced support for targeted therapies for selected subgroups of MDS patients.
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Affiliation(s)
- Valeria Santini
- MDS Unit, Azienda Ospedaliero Universitaria Careggi, University of Florence, Florence, Italy.
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Balasubramanian SK, Sadaps M, Thota S, Aly M, Przychodzen BP, Hirsch CM, Visconte V, Radivoyevitch T, Maciejewski JP. Rational management approach to pure red cell aplasia. Haematologica 2017; 103:221-230. [PMID: 29217782 PMCID: PMC5792266 DOI: 10.3324/haematol.2017.175810] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2017] [Accepted: 12/06/2017] [Indexed: 11/09/2022] Open
Abstract
Pure red cell aplasia is an orphan disease, and as such lacks rationally established standard therapies. Most cases are idiopathic; a subset is antibody-mediated. There is overlap between idiopathic cases and those with T-cell large granular lymphocytic leukemia, hypogammaglobulinemia, and low-grade lymphomas. In each of the aforementioned, the pathogenetic mechanisms may involve autoreactive cytotoxic responses. We selected 62 uniformly diagnosed pure red cell aplasia patients and analyzed their pathophysiologic features and responsiveness to rationally applied first-line and salvage therapies in order to propose diagnostic and therapeutic algorithms that may be helpful in guiding the management of prospective patients, 52% of whom were idiopathic, while the others involved large granular lymphocytic leukemia, thymoma, and B-cell dyscrasia. T-cell-mediated responses ranged between a continuum from polyclonal to monoclonal (as seen in large granular lymphocytic leukemia). During a median observation period of 40 months, patients received a median of two different therapies to achieve remission. Frequently used therapy included calcineurin-inhibitors with a steroid taper yielding a first-line overall response rate of 76% (53/70). Oral cyclophosphamide showed activity, albeit lower than that produced by cyclosporine. Intravenous immunoglobulins were effective both in parvovirus patients and in hypogammaglobulinemia cases. In salvage settings, alemtuzumab is active, particularly in large granular lymphocytic leukemia-associated cases. Other potentially useful salvage options include rituximab, anti-thymocyte globulin and bortezomib. The workup of acquired pure red cell aplasia should include investigations of common pathological associations. Most effective therapies are directed against T-cell-mediated immunity, and therapeutic choices need to account for associated conditions that may help in choosing alternative salvage agents, such as intravenous immunoglobulin, alemtuzumab and bortezomib.
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Affiliation(s)
- Suresh Kumar Balasubramanian
- Department of Translational Hematology and Oncology Research, Taussig Cancer Institute, Cleveland Clinic, OH, USA
| | - Meena Sadaps
- Department of Internal Medicine, Taussig Cancer Institute, Cleveland Clinic, OH, USA
| | - Swapna Thota
- Department of Hematology and Medical Oncology, Taussig Cancer Institute, Cleveland Clinic, OH, USA
| | - Mai Aly
- Department of Translational Hematology and Oncology Research, Taussig Cancer Institute, Cleveland Clinic, OH, USA
| | - Bartlomiej P Przychodzen
- Department of Translational Hematology and Oncology Research, Taussig Cancer Institute, Cleveland Clinic, OH, USA
| | - Cassandra M Hirsch
- Department of Translational Hematology and Oncology Research, Taussig Cancer Institute, Cleveland Clinic, OH, USA
| | - Valeria Visconte
- Department of Translational Hematology and Oncology Research, Taussig Cancer Institute, Cleveland Clinic, OH, USA
| | - Tomas Radivoyevitch
- Department of Translational Hematology and Oncology Research, Taussig Cancer Institute, Cleveland Clinic, OH, USA
| | - Jaroslaw P Maciejewski
- Department of Translational Hematology and Oncology Research, Taussig Cancer Institute, Cleveland Clinic, OH, USA
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