3
|
Zhu H, Zhang R, Li R, Wang Z, Li H, Zhong H, Yin L, Ruan X, Ye C, Yuan H, Cheng Z, Peng H. Identification of diagnosis and prognosis gene markers in B-ALL with ETV6-RUNX1 fusion by integrated bioinformatics analysis. Gene 2022; 815:146132. [PMID: 34999180 DOI: 10.1016/j.gene.2021.146132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 12/09/2021] [Accepted: 12/15/2021] [Indexed: 11/25/2022]
Abstract
B-acute lymphoblastic leukemia (B-ALL) is characterized by clonal expansion of immature B-lymphocytes in the bone marrow, blood, or other tissues. Chromosomal translocations have often been reported in B-ALL, which are important for its prognosis. B-ALL patients with ETV6-RUNX1 fusion have favorable outcomes, but the mechanisms remain to be clarified. In the present study, we crossed the selected WGCNA module genes and differential expression genes to obtain core genes, and random forest algorithm, a type of supervised learning analysis, was conducted to evaluate the importance of those core genes in distinguishing B-ALL samples with ETV6-RUNX2 fusion with extracting 5 genes as gene markers for ETV6-RUNX2 fusion. Moreover, we calculated the immune infiltration profiles and screened out the ETV6-RUNX2 association immune cells using the CIBERSORT algorithm. In conclusion, combined with various solid informatics methods, we depicted the underlying molecular and immune mechanism of ETV6-RUNX2 fusion and providing potential biological targets for diagnosing and treating B-ALL in the future.
Collapse
Affiliation(s)
- Hongkai Zhu
- Department of Hematology, the Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, PR China; Institute of Hematology, Central South University, Changsha, Hunan 410011, PR China
| | - Rong Zhang
- National Cancer Center Exploratory Oncology Research & Clinical Trial Center, Japan
| | - Ruijuan Li
- Department of Hematology, the Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, PR China; Institute of Hematology, Central South University, Changsha, Hunan 410011, PR China
| | - Zhihua Wang
- Department of Hematology, the Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, PR China; Institute of Hematology, Central South University, Changsha, Hunan 410011, PR China
| | - Heng Li
- Department of Hematology, the Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, PR China; Institute of Hematology, Central South University, Changsha, Hunan 410011, PR China
| | - Haiying Zhong
- Department of Hematology, the Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, PR China; Institute of Hematology, Central South University, Changsha, Hunan 410011, PR China
| | - Le Yin
- Department of Hematology, the Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, PR China; Institute of Hematology, Central South University, Changsha, Hunan 410011, PR China
| | - Xueqin Ruan
- Department of Hematology, the Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, PR China; Institute of Hematology, Central South University, Changsha, Hunan 410011, PR China
| | - Can Ye
- Department of Hematology, the Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, PR China; Institute of Hematology, Central South University, Changsha, Hunan 410011, PR China
| | - Huan Yuan
- Department of Hematology, the Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, PR China
| | - Zhao Cheng
- Department of Hematology, the Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, PR China; Institute of Hematology, Central South University, Changsha, Hunan 410011, PR China
| | - Hongling Peng
- Department of Hematology, the Second Xiangya Hospital, Central South University, Changsha, Hunan 410011, PR China; Institute of Hematology, Central South University, Changsha, Hunan 410011, PR China; Hunan Key Laboratory of Tumor Models and Individualized Medicine, Changsha, Hunan 410011, PR China.
| |
Collapse
|
8
|
Lazaryan A, Dolan M, Zhang MJ, Wang HL, Kharfan-Dabaja MA, Marks DI, Bejanyan N, Copelan E, Majhail NS, Waller EK, Chao N, Prestidge T, Nishihori T, Kebriaei P, Inamoto Y, Hamilton B, Hashmi SK, Kamble RT, Bacher U, Hildebrandt GC, Stiff PJ, McGuirk J, Aldoss I, Beitinjaneh AM, Muffly L, Vij R, Olsson RF, Byrne M, Schultz KR, Aljurf M, Seftel M, Savoie ML, Savani BN, Verdonck LF, Cairo MS, Hossain N, Bhatt VR, Frangoul HA, Abdel-Azim H, Malki MA, Munker R, Rizzieri D, Khera N, Nakamura R, Ringdén O, van der Poel M, Murthy HS, Liu H, Mori S, De Oliveira S, Bolaños-Meade J, Elsawy M, Barba P, Nathan S, George B, Pawarode A, Grunwald M, Agrawal V, Wang Y, Assal A, Caro PC, Kuwatsuka Y, Seo S, Ustun C, Politikos I, Lazarus HM, Saber W, Sandmaier BM, De Lima M, Litzow M, Bachanova V, Weisdorf D. Impact of cytogenetic abnormalities on outcomes of adult Philadelphia-negative acute lymphoblastic leukemia after allogeneic hematopoietic stem cell transplantation: a study by the Acute Leukemia Working Committee of the Center for International Blood and Marrow Transplant Research. Haematologica 2019; 105:1329-1338. [PMID: 31558669 PMCID: PMC7193485 DOI: 10.3324/haematol.2019.220756] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Accepted: 09/20/2019] [Indexed: 11/11/2022] Open
Abstract
Cytogenetic risk stratification at diagnosis has long been one of the most useful tools to assess prognosis in acute lymphoblastic leukemia (ALL). To examine the prognostic impact of cytogenetic abnormalities on outcomes after allogeneic hematopoietic cell transplantation, we studied 1731 adults with Philadelphia-negative ALL in complete remission who underwent myeloablative or reduced intensity/non-myeloablative conditioning transplant from unrelated or matched sibling donors reported to the Center for International Blood and Marrow Transplant Research. A total of 632 patients had abnormal conventional metaphase cytogenetics. The leukemia-free survival and overall survival rates at 5 years after transplantation in patients with abnormal cytogenetics were 40% and 42%, respectively, which were similar to those in patients with a normal karyotype. Of the previously established cytogenetic risk classifications, modified Medical Research Council-Eastern Cooperative Oncology Group score was the only independent prognosticator of leukemia-free survival (P=0.03). In the multivariable analysis, monosomy 7 predicted post-transplant relapse [hazard ratio (HR)=2.11; 95% confidence interval (95% CI): 1.04-4.27] and treatment failure (HR=1.97; 95% CI: 1.20-3.24). Complex karyotype was prognostic for relapse (HR=1.69; 95% CI: 1.06-2.69), whereas t(8;14) predicted treatment failure (HR=2.85; 95% CI: 1.35-6.02) and overall mortality (HR=3.03; 95% CI: 1.44-6.41). This large study suggested a novel transplant-specific cytogenetic scheme with adverse [monosomy 7, complex karyotype, del(7q), t(8;14), t(11;19), del(11q), tetraploidy/near triploidy], intermediate (normal karyotype and all other abnormalities), and favorable (high hyperdiploidy) risks to prognosticate leukemia-free survival (P=0.02). Although some previously established high-risk Philadelphia-negative cytogenetic abnormalities in ALL can be overcome by transplantation, monosomy 7, complex karyotype, and t(8;14) continue to pose significant risks and yield inferior outcomes.
Collapse
Affiliation(s)
| | - Michelle Dolan
- University of Minnesota Medical Center, Minneapolis, MN, USA
| | - Mei-Jie Zhang
- CIBMTR (Center for International Blood and Marrow Transplant Research), Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA.,Division of Biostatistics, Institute for Health and Equity, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Hai-Lin Wang
- CIBMTR (Center for International Blood and Marrow Transplant Research), Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Mohamed A Kharfan-Dabaja
- Division of Hematology-Oncology, Blood and Marrow Transplantation Program, Mayo Clinic, Jacksonville, FL, USA
| | - David I Marks
- Adult Bone Marrow Transplant, University Hospitals Bristol NHS Trust, Bristol, UK
| | - Nelli Bejanyan
- Department of Blood and Marrow Transplant and Cellular Immunotherapy, Moffitt Cancer Center, Tampa, FL, USA
| | - Edward Copelan
- Levine Cancer Institute, Atrium Health, Carolinas HealthCare System, Charlotte, NC, USA
| | - Navneet S Majhail
- Blood & Marrow Transplant Program, Cleveland Clinic Taussig Cancer Institute, Cleveland, OH, USA
| | - Edmund K Waller
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Nelson Chao
- Division of Cell Therapy and Hematology, Department of Medicine, Duke University Medical Center, Durham, NC, USA
| | - Tim Prestidge
- Blood and Cancer Centre, Starship Children's Hospital, Auckland, New Zealand
| | - Taiga Nishihori
- Department of Blood and Marrow Transplantation, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Partow Kebriaei
- Department of Stem Cell Transplantation, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, TX, USA
| | - Yoshihiro Inamoto
- Division of Hematopoietic Stem Cell Transplantation, National Cancer Center Hospital, Tokyo, Japan
| | - Betty Hamilton
- Blood & Marrow Transplant Program, Cleveland Clinic Taussig Cancer Institute, Cleveland, OH, USA
| | - Shahrukh K Hashmi
- Department of Internal Medicine, Mayo Clinic, MN, USA.,Oncology Center, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Rammurti T Kamble
- Division of Hematology and Oncology, Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, USA
| | - Ulrike Bacher
- Department of Hematology, Inselspital, Bern University Hospital, Switzerland
| | | | | | | | - Ibrahim Aldoss
- City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | | | - Lori Muffly
- Division of Blood and Marrow Transplantation, Stanford University, Stanford, CA, USA
| | - Ravi Vij
- Division of Hematology and Oncology, Washington University School of Medicine, St. Louis, MO, USA
| | - Richard F Olsson
- Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden.,Centre for Clinical Research Sormland, Uppsala University, Uppsala, Sweden
| | - Michael Byrne
- Vanderbilt University Medical Center, Nashville, TN, USA
| | - Kirk R Schultz
- Department of Pediatric Hematology, Oncology and Bone Marrow Transplant, British Columbia's Children's Hospital, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Mahmoud Aljurf
- Oncology Center, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Matthew Seftel
- Department of Medical Oncology and Hematology, CancerCare Manitoba, Winnipeg, Manitoba, Canada
| | | | - Bipin N Savani
- Division of Hematology/Oncology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Leo F Verdonck
- Department of Hematology/Oncology, Isala Clinic, Zwolle, the Netherlands
| | - Mitchell S Cairo
- Division of Pediatric Hematology, Oncology and Stem Cell Transplantation, Department of Pediatrics, New York Medical College, Valhalla, NY, USA
| | - Nasheed Hossain
- Loyola University Chicago Stritch School of Medicine, Maywood, IL, USA
| | - Vijaya Raj Bhatt
- The Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, USA
| | - Haydar A Frangoul
- The Children's Hospital at TriStar Centennial and Sarah Cannon Research Institute, Nashville, TN, USA
| | - Hisham Abdel-Azim
- Division of Hematology, Oncology and Blood & Marrow Transplantation, Children's Hospital Los Angeles, University of Southern California Keck School of Medicine, Los Angeles, CA, USA
| | - Monzr Al Malki
- City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Reinhold Munker
- Section of Hematology/Oncology, Department of Internal Medicine, Louisiana State University Health Shreveport, Shreveport, LA, USA
| | - David Rizzieri
- Division of Hematologic Malignancies and Cellular Therapy, Duke University, Durham, NC, USA
| | - Nandita Khera
- Department of Hematology/Oncology, Mayo Clinic, Phoenix, AZ, USA
| | - Ryotaro Nakamura
- Department of Hematology & Hematopoietic Cell Transplantation, City of Hope, Duarte, CA, USA
| | - Olle Ringdén
- Translational Cell Therapy Group, CLINTEC (Clinical Science, Intervention and Technology), Karolinska Institutet, Stockholm Sweden
| | | | | | - Hongtao Liu
- University of Chicago Medicine, Chicago, IL, USA
| | - Shahram Mori
- Blood & Marrow Transplant Center, Florida Hospital Medical Group, Orlando, FL, USA
| | | | - Javier Bolaños-Meade
- The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD, USA
| | - Mahmoud Elsawy
- QE II Health Sciences Centre, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Pere Barba
- Hospital Vall d'Hebron, Barcelona, Spain
| | | | | | - Attaphol Pawarode
- Blood and Marrow Transplantation Program, Division of Hematology/Oncology, Department of Internal Medicine, The University of Michigan Medical School, Ann Arbor, MI, USA
| | - Michael Grunwald
- Department of Hematologic Oncology and Blood Disorders, Levine Cancer Institute, Atrium Health, Charlotte, NC, USA
| | - Vaibhav Agrawal
- Division of Hematology-Oncology, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Youjin Wang
- National Cancer Institute (NCI), Rockville, MD, USA
| | - Amer Assal
- New York Presbyterian Hospital/Columbia University Medical Center, New York, NY, USA
| | | | - Yachiyo Kuwatsuka
- Department of Advanced Medicine, Nagoya University Hospital, Nagoya, Japan
| | - Sachiko Seo
- Department of Hematology and Oncology, Dokkyo Medical University, Tochigi, Japan
| | - Celalettin Ustun
- Division of Hematology/Oncology/Cell Therapy, Rush University, Chicago, IL, USA
| | | | | | - Wael Saber
- CIBMTR (Center for International Blood and Marrow Transplant Research), Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Brenda M Sandmaier
- Division of Medical Oncology, University of Washington and Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Marcos De Lima
- Department of Medicine, Seidman Cancer Center, University Hospitals Case Medical Center, Cleveland, OH, USA
| | - Mark Litzow
- Division of Hematology and Transplant Center, Mayo Clinic Rochester, Rochester, MN, USA
| | - Veronika Bachanova
- Blood and Marrow Transplant Program, University of Minnesota Medical Center, Minneapolis, MN, USA
| | - Daniel Weisdorf
- Division of Hematology, Oncology and Transplantation, Department of Medicine, University of Minnesota Medical Center, Minneapolis, MN, USA
| | | |
Collapse
|
9
|
Tsagarakis NJ, Papadhimitriou SI, Pavlidis D, Marinakis T, Kostopoulos IV, Stiakaki E, Polychronopoulou S, Paterakis G. Flow cytometric predictive scoring systems for common fusions ETV6/RUNX1, BCR/ABL1, TCF3/PBX1 and rearrangements of the KMT2A gene, proposed for the initial cytogenetic approach in cases of B-acute lymphoblastic leukemia. Int J Lab Hematol 2019; 41:364-372. [PMID: 30730614 DOI: 10.1111/ijlh.12983] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Revised: 01/13/2019] [Accepted: 01/16/2019] [Indexed: 11/28/2022]
Abstract
INTRODUCTION In B-acute lymphoblastic leukemia (B-ALL), the identification of cytogenetic prognostic factors is important for stratifying patients into risk groups and tailoring treatment accordingly. The purpose of this study was to propose flow cytometric (FCM) scoring systems (SSs) for predicting t(12;21)(p13;q22), t(9;22)(q34;q11), t(11q23), and t(1;19)(q23;p13.3) translocations. METHODS We analyzed retrospectively the FCM immunophenotype of 377 patients with B-ALL with regard to the major cytogenetic findings revealed by interphase fluorescence in situ hybridization (i-FISH). Comparing descriptive data on the expression of each antigen and performing receiver operating characteristic (ROC) analysis, we identified the most reliable predictive markers for each translocation and sought to establish a specific SS for each translocation, based on specific antibody panels. RESULTS CD27, CD9, CD66c, CD10, CD25, and CD34 were employed for the prediction of t(12;21), CD25, CD38, CD34, and CD66c for t(9;22), NG2, CD10, CD15, CD34, and CD20 for t(11q23), and CD34, cμ, CD123, and CD66c for t(1;19). The sensitivity and specificity, respectively, of each predictive score were 89.29% and 96.15% for t(12;21), 75.00% and 88.19% for t(9;22), 84.21% and 99.04% for t(11q23), and 85.71% and 92.71% for t(1;19). CONCLUSION Four highly specific and significantly sensitive FCM-obtained SSs are proposed for the prediction of the four major translocations observed in patients with B-ALL. Prospective evaluation of the proposed SSs could lead to a better targeted cytogenetic investigation and therefore to more cost-effective laboratory practice.
Collapse
Affiliation(s)
- Nikolaos J Tsagarakis
- Department of Laboratory Hematology, Athens Regional General Hospital "G. Gennimatas", Athens, Greece
| | - Stefanos I Papadhimitriou
- Department of Laboratory Hematology, Athens Regional General Hospital "G. Gennimatas", Athens, Greece
| | - Dimitris Pavlidis
- Department of Laboratory Hematology, Athens Regional General Hospital "G. Gennimatas", Athens, Greece
| | - Theodoros Marinakis
- Department of Clinical Hematology, Athens Regional General Hospital "G. Gennimatas", Athens, Greece
| | - Ioannis V Kostopoulos
- Department of Laboratory Hematology, Athens Regional General Hospital "G. Gennimatas", Athens, Greece
| | - Eftichia Stiakaki
- Department of Pediatric Hematology-Oncology, University Hospital of Heraklion, Heraklion, Greece
| | - Sofia Polychronopoulou
- Department of Pediatric Hematology-Oncology, "Aghia Sophia" Children's Hospital, Athens, Greece
| | - George Paterakis
- Flow Cytometry Laboratory, Department of Immunology, Athens Regional General Hospital "G. Gennimatas", Athens, Greece
| |
Collapse
|