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Hakami MA. Ras-related associated with diabetes genes for biomarker-based therapeutics in cancer: A comparative evolutionary genomic study. Saudi Med J 2024; 45:111-120. [PMID: 38309727 PMCID: PMC11115408 DOI: 10.15537/smj.2024.45.2.20230564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 12/17/2023] [Indexed: 02/05/2024] Open
Abstract
OBJECTIVES To compare Ras-related associated with diabetes (RRAD) across different species and to identify specific biomarkers for cancer therapy. METHODS The study involves comparing the coding sequences, genes, messenger ribonucleic acid (RNA), non-coding RNA, open reading frame, short- and long-sequence repeats, and transcription factors of RRAD genes from 82 species. Various tools and software are employed for these comparisons, and evolutionary analysis was carried out to understand the gene's evolutionary history. The data are classified based on forward and reverse sequences. RESULTS Our analysis indicates that ACTG1 may function as a downstream effector of RRAD, offering potential avenues for diabetes and cancer treatments. By collecting RRAD sequences from 82 species and carrying out comparative genomics, this study provides diverse strategies for developing biomarker-based therapeutics. Furthermore, it suggests using RRAD in other organisms as a model for studying the knockdown effects of specific sequence sets. The study presents RRAD sequences from 82 organisms across different families, contributing to a diverse knowledge base for identifying drug-designing biomarkers. CONCLUSION This research offers insights into the potential of RRAD as a therapeutic target in various organisms and highlights the importance of biomarker identification in drug development.
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Affiliation(s)
- Mohammed A. Hakami
- From the Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, Shaqra University, Al-Quwayiyah, Riyadh, Kingdom of Saudi Arabia.
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Rossi C, Venturin M, Gubala J, Frasca A, Corsini A, Battaglia C, Bellosta S. PURPL and NEAT1 Long Non-Coding RNAs Are Modulated in Vascular Smooth Muscle Cell Replicative Senescence. Biomedicines 2023; 11:3228. [PMID: 38137449 PMCID: PMC10740529 DOI: 10.3390/biomedicines11123228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 11/30/2023] [Accepted: 12/01/2023] [Indexed: 12/24/2023] Open
Abstract
Cellular senescence is characterized by proliferation and migration exhaustion, senescence-associated secretory phenotype (SASP), and oxidative stress. Senescent vascular smooth muscle cells (VSMCs) contribute to cardiovascular diseases and atherosclerotic plaque instability. Since there are no unanimously agreed senescence markers in human VSMCs, to improve our knowledge, we looked for new possible senescence markers. To this end, we first established and characterized a model of replicative senescence (RS) in human aortic VSMCs. Old cells displayed several established senescence-associated markers. They stained positive for the senescence-associated β-galactosidase, showed a deranged proliferation rate, a dramatically reduced expression of PCNA, an altered migratory activity, increased levels of TP53 and cell-cycle inhibitors p21/p16, and accumulated in the G1 phase. Old cells showed an altered cellular and nuclear morphology, downregulation of the expression of LMNB1 and HMGB1, and increased expression of SASP molecules (IL1β, IL6, IL8, and MMP3). In these senescent VSMCs, among a set of 12 manually selected long non-coding RNAs (lncRNAs), we detected significant upregulation of PURPL and NEAT1. We observed also, for the first time, increased levels of RRAD mRNA. The detection of modulated levels of RRAD, PURPL, and NEAT1 during VSMC senescence could be helpful for future studies on potential anti-aging factors.
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Affiliation(s)
- Clara Rossi
- Department of Pharmacological and Biomolecular Sciences “Rodolfo Paoletti”, Università degli Studi di Milano, 20122 Milan, Italy; (C.R.); (J.G.); (A.C.)
| | - Marco Venturin
- Department of Medical Biotechnologies and Translational Medicine (BIOMETRA), Università degli Studi di Milano, 20122 Milan, Italy; (M.V.); (A.F.); (C.B.)
| | - Jakub Gubala
- Department of Pharmacological and Biomolecular Sciences “Rodolfo Paoletti”, Università degli Studi di Milano, 20122 Milan, Italy; (C.R.); (J.G.); (A.C.)
| | - Angelisa Frasca
- Department of Medical Biotechnologies and Translational Medicine (BIOMETRA), Università degli Studi di Milano, 20122 Milan, Italy; (M.V.); (A.F.); (C.B.)
| | - Alberto Corsini
- Department of Pharmacological and Biomolecular Sciences “Rodolfo Paoletti”, Università degli Studi di Milano, 20122 Milan, Italy; (C.R.); (J.G.); (A.C.)
| | - Cristina Battaglia
- Department of Medical Biotechnologies and Translational Medicine (BIOMETRA), Università degli Studi di Milano, 20122 Milan, Italy; (M.V.); (A.F.); (C.B.)
| | - Stefano Bellosta
- Department of Pharmacological and Biomolecular Sciences “Rodolfo Paoletti”, Università degli Studi di Milano, 20122 Milan, Italy; (C.R.); (J.G.); (A.C.)
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Xiao J, Sharma U, Arab A, Miglani S, Bhalla S, Suguru S, Suter R, Mukherji R, Lippman ME, Pohlmann PR, Zeck JC, Marshall JL, Weinberg BA, He AR, Noel MS, Schlegel R, Goodarzi H, Agarwal S. Propagated Circulating Tumor Cells Uncover the Potential Role of NFκB, EMT, and TGFβ Signaling Pathways and COP1 in Metastasis. Cancers (Basel) 2023; 15:1831. [PMID: 36980717 PMCID: PMC10046547 DOI: 10.3390/cancers15061831] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 03/08/2023] [Accepted: 03/14/2023] [Indexed: 03/30/2023] Open
Abstract
Circulating tumor cells (CTCs), a population of cancer cells that represent the seeds of metastatic nodules, are a promising model system for studying metastasis. However, the expansion of patient-derived CTCs ex vivo is challenging and dependent on the collection of high numbers of CTCs, which are ultra-rare. Here we report the development of a combined CTC and cultured CTC-derived xenograft (CDX) platform for expanding and studying patient-derived CTCs from metastatic colon, lung, and pancreatic cancers. The propagated CTCs yielded a highly aggressive population of cells that could be used to routinely and robustly establish primary tumors and metastatic lesions in CDXs. Differential gene analysis of the resultant CTC models emphasized a role for NF-κB, EMT, and TGFβ signaling as pan-cancer signaling pathways involved in metastasis. Furthermore, metastatic CTCs were identified through a prospective five-gene signature (BCAR1, COL1A1, IGSF3, RRAD, and TFPI2). Whole-exome sequencing of CDX models and metastases further identified mutations in constitutive photomorphogenesis protein 1 (COP1) as a potential driver of metastasis. These findings illustrate the utility of the combined patient-derived CTC model and provide a glimpse of the promise of CTCs in identifying drivers of cancer metastasis.
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Affiliation(s)
- Jerry Xiao
- School of Medicine, Georgetown University, Washington, DC 20057, USA
- Department of Pathology, Center for Cell Reprogramming, Georgetown University, Washington, DC 20057, USA
| | - Utsav Sharma
- Lombardi Cancer Center, Georgetown University, Washington, DC 20057, USA
| | - Abolfazl Arab
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA 94158, USA
| | - Sohit Miglani
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA 94158, USA
| | - Sonakshi Bhalla
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA 94158, USA
| | - Shravanthy Suguru
- Department of Pathology, Center for Cell Reprogramming, Georgetown University, Washington, DC 20057, USA
| | - Robert Suter
- Lombardi Cancer Center, Georgetown University, Washington, DC 20057, USA
| | - Reetu Mukherji
- Department of Medicine, The Ruesch Center for the Cure of Gastrointestinal Cancers, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Marc E. Lippman
- Lombardi Cancer Center, Georgetown University, Washington, DC 20057, USA
| | - Paula R. Pohlmann
- Lombardi Cancer Center, Georgetown University, Washington, DC 20057, USA
| | - Jay C. Zeck
- Department of Pathology, Georgetown University Medical Center, Washington, DC 20057, USA
| | - John L. Marshall
- Department of Medicine, The Ruesch Center for the Cure of Gastrointestinal Cancers, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Benjamin A. Weinberg
- Department of Medicine, The Ruesch Center for the Cure of Gastrointestinal Cancers, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Aiwu Ruth He
- Department of Medicine, The Ruesch Center for the Cure of Gastrointestinal Cancers, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Marcus S. Noel
- Department of Medicine, The Ruesch Center for the Cure of Gastrointestinal Cancers, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Richard Schlegel
- Department of Pathology, Center for Cell Reprogramming, Georgetown University, Washington, DC 20057, USA
| | - Hani Goodarzi
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA 94158, USA
| | - Seema Agarwal
- Department of Pathology, Center for Cell Reprogramming, Georgetown University, Washington, DC 20057, USA
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Sun Z, Li Y, Tan X, Liu W, He X, Pan D, Li E, Xu L, Long L. Friend or Foe: Regulation, Downstream Effectors of RRAD in Cancer. Biomolecules 2023; 13:biom13030477. [PMID: 36979412 PMCID: PMC10046484 DOI: 10.3390/biom13030477] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 02/28/2023] [Accepted: 03/01/2023] [Indexed: 03/08/2023] Open
Abstract
Ras-related associated with diabetes (RRAD), a member of the Ras-related GTPase superfamily, is primarily a cytosolic protein that actives in the plasma membrane. RRAD is highly expressed in type 2 diabetes patients and as a biomarker of congestive heart failure. Mounting evidence showed that RRAD is important for the progression and metastasis of tumor cells, which play opposite roles as an oncogene or tumor suppressor gene depending on cancer and cell type. These findings are of great significance, especially given that relevant molecular mechanisms are being discovered. Being regulated in various pathways, RRAD plays wide spectrum cellular activity including tumor cell division, motility, apoptosis, and energy metabolism by modulating tumor-related gene expression and interacting with multiple downstream effectors. Additionally, RRAD in senescence may contribute to its role in cancer. Despite the twofold characters of RRAD, targeted therapies are becoming a potential therapeutic strategy to combat cancers. This review will discuss the dual identity of RRAD in specific cancer type, provides an overview of the regulation and downstream effectors of RRAD to offer valuable insights for readers, explore the intracellular role of RRAD in cancer, and give a reference for future mechanistic studies.
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Affiliation(s)
- Zhangyue Sun
- Department of Biochemistry and Molecular Biology, Shantou University Medical College, Shantou 515041, China
- Cancer Research Center, Institute of Basic Medical Science, Shantou University Medical College, Shantou 515041, China
| | - Yongkang Li
- Department of Biochemistry and Molecular Biology, Shantou University Medical College, Shantou 515041, China
- Cancer Research Center, Institute of Basic Medical Science, Shantou University Medical College, Shantou 515041, China
| | - Xiaolu Tan
- Department of Biochemistry and Molecular Biology, Shantou University Medical College, Shantou 515041, China
- Cancer Research Center, Institute of Basic Medical Science, Shantou University Medical College, Shantou 515041, China
| | - Wanyi Liu
- Department of Biochemistry and Molecular Biology, Shantou University Medical College, Shantou 515041, China
- Cancer Research Center, Institute of Basic Medical Science, Shantou University Medical College, Shantou 515041, China
| | - Xinglin He
- Department of Biochemistry and Molecular Biology, Shantou University Medical College, Shantou 515041, China
- Cancer Research Center, Institute of Basic Medical Science, Shantou University Medical College, Shantou 515041, China
| | - Deyuan Pan
- Department of Biochemistry and Molecular Biology, Shantou University Medical College, Shantou 515041, China
- Cancer Research Center, Institute of Basic Medical Science, Shantou University Medical College, Shantou 515041, China
- Guangdong Provincial Key Laboratory of Infectious Diseases and Molecular Immunopathology, Shantou University Medical College, Shantou 515041, China
- The Key Laboratory of Molecular Biology for High Cancer Incidence Coastal Chaoshan Area, Shantou University Medical College, Shantou 515041, China
- Institute of Oncologic Pathology, Shantou University Medical College, Shantou 515041, China
| | - Enmin Li
- Department of Biochemistry and Molecular Biology, Shantou University Medical College, Shantou 515041, China
- Cancer Research Center, Institute of Basic Medical Science, Shantou University Medical College, Shantou 515041, China
- Guangdong Provincial Key Laboratory of Infectious Diseases and Molecular Immunopathology, Shantou University Medical College, Shantou 515041, China
- The Key Laboratory of Molecular Biology for High Cancer Incidence Coastal Chaoshan Area, Shantou University Medical College, Shantou 515041, China
- Institute of Oncologic Pathology, Shantou University Medical College, Shantou 515041, China
| | - Liyan Xu
- Department of Biochemistry and Molecular Biology, Shantou University Medical College, Shantou 515041, China
- Cancer Research Center, Institute of Basic Medical Science, Shantou University Medical College, Shantou 515041, China
- Guangdong Provincial Key Laboratory of Infectious Diseases and Molecular Immunopathology, Shantou University Medical College, Shantou 515041, China
- The Key Laboratory of Molecular Biology for High Cancer Incidence Coastal Chaoshan Area, Shantou University Medical College, Shantou 515041, China
- Institute of Oncologic Pathology, Shantou University Medical College, Shantou 515041, China
| | - Lin Long
- Department of Biochemistry and Molecular Biology, Shantou University Medical College, Shantou 515041, China
- Cancer Research Center, Institute of Basic Medical Science, Shantou University Medical College, Shantou 515041, China
- Guangdong Provincial Key Laboratory of Infectious Diseases and Molecular Immunopathology, Shantou University Medical College, Shantou 515041, China
- The Key Laboratory of Molecular Biology for High Cancer Incidence Coastal Chaoshan Area, Shantou University Medical College, Shantou 515041, China
- Institute of Oncologic Pathology, Shantou University Medical College, Shantou 515041, China
- Correspondence: ; Tel.: +86-754-88900460; Fax: +86-754-88900847
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van Eijck CWF, de Koning W, van der Sijde F, Moskie M, Groot Koerkamp B, Homs MYV, van der Burg SH, van Eijck CHJ, Mustafa DAM. A multigene circulating biomarker to predict the lack of FOLFIRINOX response after a single cycle in patients with pancreatic ductal adenocarcinoma. Eur J Cancer 2023; 181:119-134. [PMID: 36652890 DOI: 10.1016/j.ejca.2022.12.024] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 12/23/2022] [Indexed: 12/30/2022]
Abstract
INTRODUCTION 5-fluorouracil, folinic acid, irinotecan and oxaliplatin (FOLFIRINOX) is promising in treating patients with pancreatic ductal adenocarcinoma. However, many patients and physicians are reluctant to start FOLFIRINOX due to its high toxicity and limited clinical response rates. In this study, we investigated the effect of a single FOLFIRINOX cycle, in combination with a granulocyte colony-stimulating factor, on the blood immune transcriptome of patients with pancreatic ductal adenocarcinoma. We aimed to identify an early circulating biomarker to predict the lack of FOLFIRINOX response. METHODS Blood samples of 68 patients from all disease stages, who received at least four FOLFIRINOX cycles, were collected at baseline and after the first cycle. The response to treatment was radiologically evaluated following the Response Evaluation Criteria in Solid Tumours criteria 1.1. Targeted immune-gene expression profiling (GEP) was performed using NanoString technologies. To predict the lack of FOLFIRINOX response, we developed a FOLFIRINOX delta GEP (FFX-ΔGEP) score. RESULTS A single FOLFIRINOX cycle significantly altered 395 genes, correlating to 30 significant alterations in relative immune cell abundances and pathway activities. The eight-gene (BID, FOXP3, KIR3DL1, MAF, PDGFRB, RRAD, SIGLEC1 and TGFB2) FFX-ΔGEP score predicted the lack of FOLFIRINOX response with a leave-one-out cross-validated area under the curve (95% confidence interval) of 0.87 (0.60-0.98), thereby outperforming the predictiveness of absolute and proportional Δcarbohydrate antigen19-9 values. CONCLUSIONS A single FOLFIRINOX cycle, combined with granulocyte colony-stimulating factor, alters the peripheral immune transcriptome indisputably. Our novel FFX-ΔGEP is, to our knowledge, the first multigene early circulating biomarker that predicts the lack of FOLFIRINOX response after one cycle. Validation in a larger independent patient cohort is crucial before clinical implementation.
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Affiliation(s)
- Casper W F van Eijck
- Department of Surgery, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands; Department of Pathology Unit of Tumour Immuno-Pathology, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands.
| | - Willem de Koning
- Department of Pathology Unit of Tumour Immuno-Pathology, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands; Department of Pathology Unit of Clinical Bioinformatics, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands.
| | - Fleur van der Sijde
- Department of Surgery, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands; Department of Pathology Unit of Tumour Immuno-Pathology, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands.
| | - Miranda Moskie
- Department of Surgery, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands.
| | - Bas Groot Koerkamp
- Department of Surgery, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands.
| | - Marjolein Y V Homs
- Department of Medical Oncology, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands.
| | - Sjoerd H van der Burg
- Department of Medical Oncology, Oncode Institute, Leiden University Medical Center, 2300 RC Leiden, the Netherlands.
| | - Casper H J van Eijck
- Department of Surgery, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands; Department of Pathology Unit of Tumour Immuno-Pathology, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands.
| | - Dana A M Mustafa
- Department of Pathology Unit of Tumour Immuno-Pathology, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands.
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Bajpai M, Panda A, Birudaraju K, Van Gurp J, Chak A, Das KM, Javidian P, Aviv H. Recurring Translocations in Barrett's Esophageal Adenocarcinoma. Front Genet 2021; 12:674741. [PMID: 34178034 PMCID: PMC8220202 DOI: 10.3389/fgene.2021.674741] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 04/26/2021] [Indexed: 12/18/2022] Open
Abstract
Barrett's esophagus (BE) is a premalignant metaplasia in patients with chronic gastroesophageal reflux disease (GERD). BE can progress to esophageal adenocarcinoma (EA) with less than 15% 5-year survival. Chromosomal aneuploidy, deletions, and duplication are early events in BE progression to EA, but reliable diagnostic assays to detect chromosomal markers in premalignant stages of EA arising from BE are lacking. Previously, we investigated chromosomal changes in an in vitro model of acid and bile exposure-induced Barrett's epithelial carcinogenesis (BEC). In addition to detecting changes already known to occur in BE and EA, we also reported a novel recurring chromosomal translocation t(10:16) in the BE cells at an earlier time point before they undergo malignant transformation. In this study, we refine the chromosomal event with the help of fluorescence microscopy techniques as a three-way translocation between chromosomes 2, 10, and 16, t(2:10;16) (p22;q22;q22). We also designed an exclusive fluorescent in situ hybridization for esophageal adenocarcinoma (FISH-EA) assay that detects these chromosomal breakpoints and fusions. We validate the feasibility of the FISH-EA assay to objectively detect these chromosome events in primary tissues by confirming the presence of one of the fusions in paraffin-embedded formalin-fixed human EA tumors. Clinical validation in a larger cohort of BE progressors and non-progressors will confirm the specificity and sensitivity of the FISH-EA assay in identifying malignant potential in the early stages of EA.
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Affiliation(s)
- Manisha Bajpai
- Department of Medicine-Gastroenterology and Hepatology, Rutgers-Robert Wood Johnson Medical School, Rutgers The State University of New Jersey, New Brunswick, NJ, United States.,Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States
| | - Anshuman Panda
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States
| | - Kristen Birudaraju
- Cytogenetics Laboratory, Department of Pathology, Rutgers-Robert Wood Johnson Medical School, Rutgers The State University of New Jersey, New Brunswick, NJ, United States
| | - James Van Gurp
- Department of Pathology, Rutgers-Robert Wood Johnson Medical School, Rutgers The State University of New Jersey, New Brunswick, NJ, United States
| | - Amitabh Chak
- Division of Gastroenterology and Hepatology, University Hospitals Cleveland Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH, United States
| | - Kiron M Das
- Department of Medicine-Gastroenterology and Hepatology, Rutgers-Robert Wood Johnson Medical School, Rutgers The State University of New Jersey, New Brunswick, NJ, United States.,Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States
| | - Parisa Javidian
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States.,Department of Pathology, Rutgers-Robert Wood Johnson Medical School, Rutgers The State University of New Jersey, New Brunswick, NJ, United States
| | - Hana Aviv
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, United States.,Cytogenetics Laboratory, Department of Pathology, Rutgers-Robert Wood Johnson Medical School, Rutgers The State University of New Jersey, New Brunswick, NJ, United States
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