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Wu L, Wang Q, Gao QC, Shi GX, Li J, Fan FR, Wu J, He PF, Yu Q. Potential mechanisms and drug prediction of Rheumatoid Arthritis and primary Sjögren's Syndrome: A public databases-based study. PLoS One 2024; 19:e0298447. [PMID: 38359008 PMCID: PMC10868835 DOI: 10.1371/journal.pone.0298447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 01/23/2024] [Indexed: 02/17/2024] Open
Abstract
Rheumatoid arthritis (RA) and primary Sjögren's syndrome (pSS) are the most common systemic autoimmune diseases, and they are increasingly being recognized as occurring in the same patient population. These two diseases share several clinical features and laboratory parameters, but the exact mechanism of their co-pathogenesis remains unclear. The intention of this study was to investigate the common molecular mechanisms involved in RA and pSS using integrated bioinformatic analysis. RNA-seq data for RA and pSS were picked up from the Gene Expression Omnibus (GEO) database. Co-expression genes linked with RA and pSS were recognized using weighted gene co-expression network analysis (WGCNA) and differentially expressed gene (DEG) analysis. Then, we screened two public disease-gene interaction databases (GeneCards and Comparative Toxicogenomics Database) for common targets associated with RA and pSS. The DGIdb database was used to predict therapeutic drugs for RA and pSS. The Human microRNA Disease Database (HMDD) was used to screen out the common microRNAs associated with RA and pSS. Finally, a common miRNA-gene network was created using Cytoscape. Four hub genes (CXCL10, GZMA, ITGA4, and PSMB9) were obtained from the intersection of common genes from WGCNA, differential gene analysis and public databases. Twenty-four drugs corresponding to hub gene targets were predicted in the DGIdb database. Among the 24 drugs, five drugs had already been reported for the treatment of RA and pSS. Other drugs, such as bortezomib, carfilzomib, oprozomib, cyclosporine and zidovudine, may be ideal drugs for the future treatment of RA patients with pSS. According to the miRNA-gene network, hsa-mir-21 may play a significant role in the mechanisms shared by RA and pSS. In conclusion, we identified commom targets as potential biomarkers in RA and pSS from publicly available databases and predicted potential drugs based on the targets. A new understanding of the molecular mechanisms associated with RA and pSS is provided according to the miRNA-gene network.
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Affiliation(s)
- Li Wu
- School of Basic Medical Sciences, Shanxi Medical University, Taiyuan, China
- Department of Anesthesiology, Shanxi Provincial People’s Hospital (Fifth Hospital) of Shanxi Medical University, Taiyuan, China
| | - Qi Wang
- School of Basic Medical Sciences, Shanxi Medical University, Taiyuan, China
- Shanxi Key Laboratory of Big Data for Clinical Decision Research, Taiyuan, China
- School of Management, Shanxi Medical University, Taiyuan, China
| | - Qi-chao Gao
- School of Basic Medical Sciences, Shanxi Medical University, Taiyuan, China
| | - Gao-xiang Shi
- School of Basic Medical Sciences, Shanxi Medical University, Taiyuan, China
- Department of Anaesthesia, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China
| | - Jing Li
- Department of Anesthesiology, Shanxi Provincial People’s Hospital (Fifth Hospital) of Shanxi Medical University, Taiyuan, China
| | - Fu-rong Fan
- Academy of Medical Sciences, Shanxi Medical University, Taiyuan, China
| | - Jing Wu
- Academy of Medical Sciences, Shanxi Medical University, Taiyuan, China
| | - Pei-Feng He
- Shanxi Key Laboratory of Big Data for Clinical Decision Research, Taiyuan, China
- School of Management, Shanxi Medical University, Taiyuan, China
| | - Qi Yu
- Shanxi Key Laboratory of Big Data for Clinical Decision Research, Taiyuan, China
- School of Management, Shanxi Medical University, Taiyuan, China
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Characterization of bone marrow heterogeneity in NK-AML (M4/M5) based on single-cell RNA sequencing. Exp Hematol Oncol 2023; 12:25. [PMID: 36879313 PMCID: PMC9987113 DOI: 10.1186/s40164-023-00391-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Accepted: 02/21/2023] [Indexed: 03/08/2023] Open
Abstract
Normal karyotype acute myeloid leukemia (NK-AML) is a heterogeneous hematological malignancy that contains a minor population of self-renewing leukemia stem cells (LSCs), which complicate efforts to achieve long-term survival. We performed single-cell RNA sequencing to profile 39,288 cells from 6 bone marrow (BM) aspirates including 5 NK-AML (M4/M5) patients and 1 healthy donor. The single-cell transcriptome atlas and gene expression characteristics of each cell population in NK-AML (M4/M5) and healthy BM were obtained. In addition, we identified a distinct LSC-like cluster with possible biomarkers in NK-AML (M4/M5) and verified 6 genes using qRT‒PCR and bioinformatic analyses. In conclusion, we utilized single-cell technologies to provide an atlas of NK-AML (M4/M5) cell heterogeneity, composition, and biomarkers with implications for precision medicine and targeted therapies.
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Integrin Signaling Shaping BTK-Inhibitor Resistance. Cells 2022; 11:cells11142235. [PMID: 35883678 PMCID: PMC9322986 DOI: 10.3390/cells11142235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 07/12/2022] [Accepted: 07/12/2022] [Indexed: 11/16/2022] Open
Abstract
Integrins are adhesion molecules that function as anchors in retaining tumor cells in supportive tissues and facilitating metastasis. Beta1 integrins are known to contribute to cell adhesion-mediated drug resistance in cancer. Very late antigen-4 (VLA-4), a CD49d/CD29 heterodimer, is a beta1 integrin implicated in therapy resistance in both solid tumors and haematological malignancies such as chronic lymphocytic leukemia (CLL). A complex inside-out signaling mechanism activates VLA-4, which might include several therapeutic targets for CLL. Treatment regimens for this disease have recently shifted towards novel agents targeting BCR signaling. Bruton’s tyrosine kinase (BTK) is a component of B cell receptor signaling and BTK inhibitors such as ibrutinib are highly successful; however, their limitations include indefinite drug administration, the development of therapy resistance, and toxicities. VLA-4 might be activated independently of BTK, resulting in an ongoing interaction of CD49d-expressing leukemic cells with their surrounding tissue, which may reduce the success of therapy with BTK inhibitors and increases the need for alternative therapies. In this context, we discuss the inside-out signaling cascade culminating in VLA-4 activation, consider the advantages and disadvantages of BTK inhibitors in CLL and elucidate the mechanisms behind cell adhesion-mediated drug resistance.
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Kunnumbrath A, Singh N, Gupta AK, Chowdhury N, Nath UK, Chandra H. Flow Cytometric Expression of CD49d in Newly Diagnosed Chronic Lymphocytic Leukemia and Its Correlation with Established Prognostic Markers. J Lab Physicians 2022; 14:435-442. [DOI: 10.1055/s-0042-1748828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Abstract
Abstract
Introduction Chronic lymphocytic leukemia (CLL) is the commonest hematological malignancy in the West but is relatively uncommon in India. The prognosis of CLL is determined by well-established prognostic markers. CD49d has been emerging as a promising prognostic marker in CLL. CD49d expression in CLL has been found to have an aggressive clinical course, shorter time to first treatment, and poorer prognosis. The aim of this study was to analyze the flow cytometric expression of CD49d in newly diagnosed CLL and to correlate its expression with clinico-hematological parameters.
Materials and Methods Twenty-five consecutive patients of CLL, diagnosed on flow cytometry, were included in the study. Patients on treatment or those with relapse were excluded. The panel for flow cytometry included the routine markers used for CLL diagnosis along with CD49d. The expression of CD49d was correlated with clinico-hematological parameters in all patients. “R” software was used for the statistical analysis. Fisher's exact test and Wilcox test were used to assess the correlation of CD49d to categorical and continuous data, respectively.
Results The mean age of the patients was 62.6 ± 12.5 years, and 80% were symptomatic at diagnosis. CD49d expression was found in 44% cases, with a higher proportion being male patients. CD49d and prolymphocyte percentage showed a statistically significant correlation (p = 0.0007). We found a statistically significant correlation between CD49d expression and lymphadenopathy and splenomegaly with p-values of 0.033 and 0.0472, respectively. CD49d positivity correlated significantly with a higher Rai stage (p = 0.0196) and intermediate and high-risk cases according to Binet staging (p = 0.033).
Conclusion CD49d expression in the present study correlated with a higher prolymphocyte percentage, lymphadenopathy, splenomegaly, and higher Rai and Binet stages. CD49d expression on flow cytometry was reproducible and easy to interpret.
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Affiliation(s)
- Arathi Kunnumbrath
- Department of Pathology and Laboratory Medicine, All India Institute of Medical Sciences, Rishikesh, Uttarakhand, India
| | - Neha Singh
- Department of Pathology and Laboratory Medicine, All India Institute of Medical Sciences, Rishikesh, Uttarakhand, India
| | - Arvind Kumar Gupta
- Department of Pathology and Laboratory Medicine, All India Institute of Medical Sciences, Rishikesh, Uttarakhand, India
| | - Nilotpal Chowdhury
- Department of Pathology and Laboratory Medicine, All India Institute of Medical Sciences, Rishikesh, Uttarakhand, India
| | - Uttam Kumar Nath
- Department of Medical Oncology and Hematology, All India Institute of Medical Sciences, Rishikesh, Uttarakhand, India
| | - Harish Chandra
- Department of Pathology and Laboratory Medicine, All India Institute of Medical Sciences, Rishikesh, Uttarakhand, India
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Heerema NA, Muthusamy N, Zhao Q, Ruppert AS, Breidenbach H, Andritsos LA, Grever MR, Maddocks KJ, Woyach J, Awan F, Long M, Gordon A, Coombes C, Byrd JC. Prognostic significance of translocations in the presence of mutated IGHV and of cytogenetic complexity at diagnosis of chronic lymphocytic leukemia. Haematologica 2021; 106:1608-1615. [PMID: 32414849 PMCID: PMC8168513 DOI: 10.3324/haematol.2018.212571] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Accepted: 05/08/2020] [Indexed: 11/09/2022] Open
Abstract
Mutations of the IGH variable region in patients with chronic lymphocytic leukemia (CLL) are associated with a favorable prognosis. Cytogenetic complexity (>3 unrelated aberrations) and translocations have been associated with an unfavorable prognosis. While mutational status of IGHV is stable, cytogenetic aberrations frequently evolve. However, the relationships of these features as prognosticators at diagnosis are unknown. We examined the CpG-stimulated metaphase cytogenetic features detected within one year of diagnosis of CLL and correlated these features with outcome and other clinical features including IGHV. Of 329 untreated patients, 53 (16.1%) had a complex karyotype (16.1%), and 85 (25.8%) had a translocation. Median time to first treatment (TFT) was 47 months. In univariable analyses, significant risk factors for shorter TFT (p3.5, log-transformed WBC, unmutated IGHV, complex karyotype, translocation, and FISH for trisomy 8, del(11q) and del(17p). In multivariable analysis, there was significant effect modification of IGHV status on the relationship between translocation and TFT (p=0.002). In IGHV mutated patients, those with a translocation had over 3.5 times higher risk of starting treatment than those without a translocation (p.
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Affiliation(s)
- Nyla A. Heerema
- Department of Pathology, The Ohio State University Wexner Medical Center
| | - Natarajan Muthusamy
- Department of Hematology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Qiuhong Zhao
- Department of Hematology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Amy S. Ruppert
- Department of Hematology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | | | - Leslie A. Andritsos
- Department of Hematology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Michael R. Grever
- Department of Hematology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Kami J. Maddocks
- Department of Hematology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Jennifer Woyach
- Department of Hematology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Farrukh Awan
- Department of Hematology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Meixiao Long
- Department of Hematology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Amber Gordon
- Department of Hematology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Caitlin Coombes
- Department of Hematology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - John C. Byrd
- Department of Hematology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
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From Biomarkers to Models in the Changing Landscape of Chronic Lymphocytic Leukemia: Evolve or Become Extinct. Cancers (Basel) 2021; 13:cancers13081782. [PMID: 33917885 PMCID: PMC8068228 DOI: 10.3390/cancers13081782] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Revised: 03/27/2021] [Accepted: 04/05/2021] [Indexed: 12/23/2022] Open
Abstract
Simple Summary Chronic lymphocytic leukemia (CLL) is characterized by a highly variable clinical course. Thus, predicting the outcome of patients with this disease is a topic of special interest. The rapidly changing treatment landscape of CLL has questioned the value of classical biomarkers and prognostic models. Herein we examine the current state-of-the-art of prognostic and predictive biomarkers in the setting of new oral targeted agents with special focus on the most controversial findings over the last years. We also discuss the available information on the role of “old” and “new” prognostic models in the era of oral small molecules. Abstract Chronic lymphocytic leukemia (CLL) is an extremely heterogeneous disease. With the advent of oral targeted agents (Tas) the treatment of CLL has undergone a revolution, which has been accompanied by an improvement in patient’s survival and quality of life. This paradigm shift also affects the value of prognostic and predictive biomarkers and prognostic models, most of them inherited from the chemoimmunotherapy era but with a different behavior with Tas. This review discusses: (i) the role of the most relevant prognostic and predictive biomarkers in the setting of Tas; and (ii) the validity of classic and new scoring systems in the context of Tas. In addition, a critical point of view about predictive biomarkers with special emphasis on 11q deletion, novel resistance mutations, TP53 abnormalities, IGHV mutational status, complex karyotype and NOTCH1 mutations is stated. We also go over prognostic models in early stage CLL such as IPS-E. Finally, we provide an overview of the applicability of the CLL-IPI for patients treated with Tas, as well as the emergence of new models, generated with data from patients treated with Tas.
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Attia HRM, Ibrahim MH, El-Aziz SHA, Abdelrahman AH, Sobeih ME, Hagag HAA, Yassa ME, Osman RA, Rawi R, El-Dayem OYA, Elsharkawi N, Abdelfattah R, Hassan NM. Evaluation of prognostic variables in chronic lymphocytic leukemia and association with disease stage. Mol Clin Oncol 2021; 14:100. [PMID: 33796290 PMCID: PMC8010509 DOI: 10.3892/mco.2021.2262] [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: 02/06/2020] [Accepted: 11/13/2020] [Indexed: 11/15/2022] Open
Abstract
The aim of the present study was to investigate different biological prognostic markers to identify high-risk patients with chronic lymphocytic leukemia (CLL) with a higher tumor burden, in order to ensure appropriate management. A total of 81 Egyptian patients with CLL were enrolled in the present study, with 75 healthy subjects serving as the control group. The expression of CD49d, CD38 and ZAP-70 in CLL cells was assessed using flow cytometry. The fluorescence in situ hybridization technique was employed to evaluate TP53 (del17p), ataxia-telangiectasia (del11q) and 13q14 (del13q14) genes and the presence of trisomy 12. The serological markers β2 microglobulin (B2M) and sCD23 were measured by ELISA. The CD49d gene was highly expressed in 25.9% and cytogenetic aberrations were observed in 66.6% of all recruited CLL patients. The patients were categorized according to the Binet staging system and a significant increase in the expression of sCD23, CD49d and ZAP-70 was detected in group C (P=0.008, 0.034 and 0.017, respectively) when compared to groups A and B. CD49d+ patients exhibited significantly higher expression of CD38 (P=0.002) and trisomy 12 (P=0.015) and lower expression of del13q14 (P=0.001). Patients who were CD49d+ with B2M>3.5 µg/ml exhibited higher total leukocyte count (P=0.048), higher absolute lymphocyte count (P=0.036), higher expression of CD38 (P=0.002) and trisomy 12 (P=0.034) and lower expression of del13q14 (P=0.002). Therefore, sCD23, CD49d and ZAP-70 may be considered as an optimal prognostic marker combination to be evaluated in the early stages of CLL and throughout disease management. Integrating both serological markers and CD49d expression by flow cytometry may add to the prognostic value of each marker alone and help identify high-risk patients with a higher tumor burden.
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Affiliation(s)
- Hanaa R M Attia
- Department of Clinical and Chemical Pathology, Medical Division, National Research Centre, Centre of Excellence, 12622 Cairo, Egypt
| | - Mona Hamed Ibrahim
- Department of Clinical and Chemical Pathology, Medical Division, National Research Centre, Centre of Excellence, 12622 Cairo, Egypt
| | - Shereen H Abd El-Aziz
- Department of Clinical and Chemical Pathology, Medical Division, National Research Centre, Centre of Excellence, 12622 Cairo, Egypt
| | - Amany H Abdelrahman
- Department of Clinical and Chemical Pathology, Medical Division, National Research Centre, Centre of Excellence, 12622 Cairo, Egypt
| | - Mohamed Emam Sobeih
- Department of Medical Oncology, National Cancer Institute, 11796 Cairo, Egypt
| | - Heba A A Hagag
- Cytogenetic Unit-Main Laboratory, Kasr Al-Ainy School of Medicine, 11562 Cairo, Egypt
| | - Marianne E Yassa
- Department of Clinical and Chemical Pathology, Kasr Al-Ainy School of Medicine, 11562 Cairo, Egypt
| | - Randa A Osman
- Department of Clinical Pathology, National Cancer Institute, 11796 Cairo, Egypt
| | - Rasha Rawi
- Department of Internal Medicine, Kasr Al-Ainy School of Medicine, Cairo University, 11562 Cairo, Egypt
| | - Omnia Y Abd El-Dayem
- Department of Clinical and Chemical Pathology, Kasr Al-Ainy School of Medicine, 11562 Cairo, Egypt
| | - Nahla Elsharkawi
- Department of Clinical Pathology, National Cancer Institute, 11796 Cairo, Egypt
| | - Raafat Abdelfattah
- Department of Medical Oncology, National Cancer Institute, 11796 Cairo, Egypt
| | - Naglaa M Hassan
- Department of Clinical Pathology, National Cancer Institute, 11796 Cairo, Egypt
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Abstract
Patients with chronic lymphocytic leukemia can be divided into three categories: those who are minimally affected by the problem, often never requiring therapy; those that initially follow an indolent course but subsequently progress and require therapy; and those that from the point of diagnosis exhibit an aggressive disease necessitating treatment. Likewise, such patients pass through three phases: development of the disease, diagnosis, and need for therapy. Finally, the leukemic clones of all patients appear to require continuous input from the exterior, most often through membrane receptors, to allow them to survive and grow. This review is presented according to the temporal course that the disease follows, focusing on those external influences from the tissue microenvironment (TME) that support the time lines as well as those internal influences that are inherited or develop as genetic and epigenetic changes occurring over the time line. Regarding the former, special emphasis is placed on the input provided via the B-cell receptor for antigen and the C-X-C-motif chemokine receptor-4 and the therapeutic agents that block these inputs. Regarding the latter, prominence is laid upon inherited susceptibility genes and the genetic and epigenetic abnormalities that lead to the developmental and progression of the disease.
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MESH Headings
- Disease Progression
- Humans
- Immunotherapy
- Leukemia, Lymphocytic, Chronic, B-Cell/diagnosis
- Leukemia, Lymphocytic, Chronic, B-Cell/etiology
- Leukemia, Lymphocytic, Chronic, B-Cell/genetics
- Leukemia, Lymphocytic, Chronic, B-Cell/therapy
- Mutation
- PAX5 Transcription Factor/metabolism
- Receptors, Antigen, B-Cell
- Signal Transduction
- Tumor Microenvironment
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Affiliation(s)
- Nicholas Chiorazzi
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York 11030, USA
| | - Shih-Shih Chen
- The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York 11030, USA
| | - Kanti R Rai
- The Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York 11549, USA
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Farzadfard E, Kalantari T, Tamaddon G. Serum Expression of Seven MicroRNAs in Chronic Lymphocytic Leukemia Patients. J Blood Med 2020; 11:97-102. [PMID: 32210655 PMCID: PMC7075349 DOI: 10.2147/jbm.s230842] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Accepted: 02/04/2020] [Indexed: 12/31/2022] Open
Abstract
PURPOSE MicroRNAs are small single-strand noncoding RNAs that can be deregulated in a variety of cancers. Over the past few years, multiple markers have been discovered in chronic lymphocytic leukemia (CLL). Among these, miRNAs seem to have important roles in the pathogenesis of CLL. The development and validation of miRNA-expression patterns as biomarkers should have a significant impact in cancer diagnosis, therapeutic success, and increasing the life expectancy of patients. In this study, to specify the utility of circulatory miRNA expression as noninvasive and useful biomarkers for CLL, we analyzed the dysregulation of seven miRNAs: miR30d, miR25-3p, miR19a-3p, miR133b, miR451a, miR145, and miR144 in CLL-patient sera. METHODS Thirty untreated patients with flow-cytometry confirmation of CLL were chosen. Serum samples were collected from 30 newly diagnosed CLL patients. Fifteen healthy samples were taken for comparison as controls. RNA was extracted using Trizol. RNA from CLL patient specimens was compared to controls with real-time PCR. RESULTS Seven miRNAs were differently expressed between CLL and normal specimens using the comparative 2-ΔΔCt method. miRNAs 133b, 25-3p, 451a, 145, 19a-3p, and 144 were overexpressed in sera obtained from CLL patients, and miRNA-30d was underexpressed in patient samples. Among these seven miRNAs, miR19a-3p and miR25-3p showed the most deregulation in CLL patients. CONCLUSION Real-time PCR is an applied means to perform high-throughput investigation of serum-RNA samples. We assessed the expression of seven miRNAs in CLL patients by this method. The results demonstrated that the use of miRNA-expression profiling may have an impressive role in the diagnosis of CLL. In addition, miRNA 19a-3p and 25-3p are known oncogenes with therapeutic and potential biomarkers.
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Affiliation(s)
- Ehsan Farzadfard
- School of Paramedical Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Tahereh Kalantari
- Department of Medical Biotechnology, School of Paramedical Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Gholamhossein Tamaddon
- Department of Clinical Laboratory Sciences, School of Paramedical Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
- Diagnostic Laboratory Sciences and Technology Research Center, School of Paramedical Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
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Haq H, Uddin N, Khan SA, Ghaffar S. Prognostic markers in Chronic Lymphocytic Leukaemia - A flow cytometric analysis. Pak J Med Sci 2020; 36:338-343. [PMID: 32292430 PMCID: PMC7150385 DOI: 10.12669/pjms.36.3.541] [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] [Indexed: 11/15/2022] Open
Abstract
Objective To find out the frequency of ZAP-70, CD38 and CD49d in patients diagnosed with CLL in our population. Methods This is a cross sectional study conducted in Army Medical College in collaboration with Armed Forces Institute of Pathology and Military Hospital Rawalpindi from 1st January 2018 to 30th November 2018. Permission from Institutional Ethical Committee was obtained. Blood samples were collected by non-probability consecutive sampling technique and analyzed for blood counts and flow cytometry was done for ZAP-70, CD38 and CD49d. Manufacturer's instructions for the kits were strictly followed. Results Fifty-one newly diagnosed patients with CLL were studied for the prognostic markers in CLL. CD 38 was expressed in 25(49%) and CD49d in 21(41.2%). ZAP-70 expression was not detected in our series of patients. Conclusion We conclude that CD38 and CD49d expression was detected in almost half of the patients of CLL in our series. CD49d showed statistically positive correlation with CD38, showing that it is a more pragmatic choice for reliable prognostication of CLL along with CD38.
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Affiliation(s)
- Hala Haq
- Dr. Hala Haq, MBBS, M.Phil (Hematology). Demonstrator Pathology, Fazaia Medical College, Islamabad, Pakistan
| | - Nasir Uddin
- Col. Nasir Uddin, MBBS, FCPS. Assistant Professor Pathology, Army Medical College, Rawalpindi, Pakistan
| | - Saleem Ahmed Khan
- Maj. Gen. Saleem Ahmed Khan, HI (M), MBBS, MCPS, FCPS, FRCP, PhD. Professor Pathology and Principal, Army Medical College, Rawalpindi, Pakistan
| | - Sunia Ghaffar
- Dr. Sunia Ghaffar, MBBS, M. Phil. Army Medical College, Rawalpindi, Pakistan
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Martínez-Trillos A, Pinyol M, Delgado J, Aymerich M, Rozman M, Baumann T, González-Díaz M, Hernández JM, Alcoceba M, Muntañola A, Terol MJ, Navarro B, Giné E, Jares P, Beà S, Navarro A, Colomer D, Nadeu F, Colado E, Payer AR, García-Cerecedo T, Puente XS, López-Otin C, Campo E, López-Guillermo A, Villamor N. The mutational landscape of small lymphocytic lymphoma compared to non-early stage chronic lymphocytic leukemia. Leuk Lymphoma 2017; 59:2318-2326. [PMID: 29115891 DOI: 10.1080/10428194.2017.1397660] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Small lymphocytic lymphoma (SLL) is considered as the non-leukemic form of presentation of chronic lymphocytic leukemia (CLL). We have compared the features, genomic alterations, and outcome of 890 patients with CLL and SLL. One hundred and thirteen patients presented as SLL and more frequently had unmutated-IGHV, CD38high, ZAP-70high, CD49dhigh, +12, alterations in genes of NOTCH1, cell cycle, RNA metabolism, and NFkB pathways than CLL. During the follow-up, 46% of SLL patients developed CLL. Time to first treatment (TTFT) was shorter in SLL (10-year: 75% vs 62%; p = .006). Binet stage, SLL, and IGHV were independent predictive factors for TTFT. Transformation to diffuse large B-cell lymphoma was higher (10-year: 12% vs 6%; p = .003), and overall survival was shorter in SLL (10-year: 55% vs 66%; p = .004). When A0 CLL patients were excluded, only CD38 and CD49d expression, +12, and 10-year TTFT remained different between the SLL and CLL patients. In summary, SLL showed only minor clinicobiological differences when compared with CLL in similar clinical stages.
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Affiliation(s)
- Alejandra Martínez-Trillos
- a Servei d'Hematologia, Institut Clínic de Malalties Hematològiques i Oncològiques (ICMHO), Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), CIBERONC , Barcelona , Spain
| | - Magda Pinyol
- b Unitat de Genòmica, IDIBAPS, CIBERONC , Barcelona , Spain
| | - Julio Delgado
- a Servei d'Hematologia, Institut Clínic de Malalties Hematològiques i Oncològiques (ICMHO), Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), CIBERONC , Barcelona , Spain
| | - Marta Aymerich
- c Unitat d'Hematopatologia, Hospital Clínic de Barcelona, IDIBAPS, CIBERONC , Barcelona , Spain
| | - Maria Rozman
- c Unitat d'Hematopatologia, Hospital Clínic de Barcelona, IDIBAPS, CIBERONC , Barcelona , Spain
| | - Tycho Baumann
- a Servei d'Hematologia, Institut Clínic de Malalties Hematològiques i Oncològiques (ICMHO), Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), CIBERONC , Barcelona , Spain
| | - Marcos González-Díaz
- d Servicio de Hematología, Hospital Clínico Universitario de Salamanca-IBSAL, CIBERONC , Salamanca , Spain
| | - Jesus M Hernández
- d Servicio de Hematología, Hospital Clínico Universitario de Salamanca-IBSAL, CIBERONC , Salamanca , Spain
| | - Miguel Alcoceba
- d Servicio de Hematología, Hospital Clínico Universitario de Salamanca-IBSAL, CIBERONC , Salamanca , Spain
| | - Anna Muntañola
- e Servei d'Hematologia, Hospital Mútua de Terrassa , Terrassa , Spain
| | - Maria José Terol
- f Servicio de Hematologia, Hospital Clínico de Valencia , Valencia , Spain
| | - Blanca Navarro
- f Servicio de Hematologia, Hospital Clínico de Valencia , Valencia , Spain
| | - Eva Giné
- a Servei d'Hematologia, Institut Clínic de Malalties Hematològiques i Oncològiques (ICMHO), Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), CIBERONC , Barcelona , Spain
| | - Pedro Jares
- b Unitat de Genòmica, IDIBAPS, CIBERONC , Barcelona , Spain
| | - Sílvia Beà
- g Lymphoma programe, IDIBAPS , Barcelona , Spain
| | - Alba Navarro
- g Lymphoma programe, IDIBAPS , Barcelona , Spain
| | - Dolors Colomer
- c Unitat d'Hematopatologia, Hospital Clínic de Barcelona, IDIBAPS, CIBERONC , Barcelona , Spain
| | - Ferran Nadeu
- g Lymphoma programe, IDIBAPS , Barcelona , Spain
| | - Enrique Colado
- h Servicio de Hematología, Hospital Universitario Central de Asturias , Oviedo , Spain
| | - Angel R Payer
- h Servicio de Hematología, Hospital Universitario Central de Asturias , Oviedo , Spain
| | | | - Xosé S Puente
- j Departamento de Bioquímica y Biología molecular , Instituto Universitario de Oncología (IUOPA), CIBERONC, Universidad de Oviedo , Oviedo , Spain
| | - Carlos López-Otin
- j Departamento de Bioquímica y Biología molecular , Instituto Universitario de Oncología (IUOPA), CIBERONC, Universidad de Oviedo , Oviedo , Spain
| | - Elias Campo
- c Unitat d'Hematopatologia, Hospital Clínic de Barcelona, IDIBAPS, CIBERONC , Barcelona , Spain.,k Pathology Department , Universitat de Barcelona , Barcelona , Spain
| | - Armando López-Guillermo
- a Servei d'Hematologia, Institut Clínic de Malalties Hematològiques i Oncològiques (ICMHO), Hospital Clínic de Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), CIBERONC , Barcelona , Spain
| | - Neus Villamor
- c Unitat d'Hematopatologia, Hospital Clínic de Barcelona, IDIBAPS, CIBERONC , Barcelona , Spain
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Delgado J, Doubek M, Baumann T, Kotaskova J, Molica S, Mozas P, Rivas-Delgado A, Morabito F, Pospisilova S, Montserrat E. Chronic lymphocytic leukemia: A prognostic model comprising only two biomarkers (IGHV mutational status and FISH cytogenetics) separates patients with different outcome and simplifies the CLL-IPI. Am J Hematol 2017; 92:375-380. [PMID: 28120419 DOI: 10.1002/ajh.24660] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Revised: 01/17/2017] [Accepted: 01/20/2017] [Indexed: 12/25/2022]
Abstract
Rai and Binet staging systems are important to predict the outcome of patients with chronic lymphocytic leukemia (CLL) but do not reflect the biologic diversity of the disease nor predict response to therapy, which ultimately shape patients' outcome. We devised a biomarkers-only CLL prognostic system based on the two most important prognostic parameters in CLL (i.e., IGHV mutational status and fluorescence in situ hybridization [FISH] cytogenetics), separating three different risk groups: (1) low-risk (mutated IGHV + no adverse FISH cytogenetics [del(17p), del(11q)]); (2) intermediate-risk (either unmutated IGHV or adverse FISH cytogenetics) and (3) high-risk (unmutated IGHV + adverse FISH cytogenetics). In 524 unselected subjects with CLL, the 10-year overall survival was 82% (95% CI 76%-88%), 52% (45%-62%), and 27% (17%-42%) for the low-, intermediate-, and high-risk groups, respectively. Patients with low-risk comprised around 50% of the series and had a life expectancy comparable to the general population. The prognostic model was fully validated in two independent cohorts, including 417 patients representative of general CLL population and 337 patients with Binet stage A CLL. The model had a similar discriminatory value as the CLL-IPI. Moreover, it applied to all patients with CLL independently of age, and separated patients with different risk within Rai or Binet clinical stages. The biomarkers-only CLL prognostic system presented here simplifies the CLL-IPI and could be useful in daily practice and to stratify patients in clinical trials.
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Affiliation(s)
- Julio Delgado
- Department of Hematology; Institute of Hematology and Oncology, Hospital Clínic, IDIBAPS, University of Barcelona; Barcelona Spain
| | - Michael Doubek
- Department of Internal Medicine - Hematology and Oncology; University Hospital Brno and Medical Faculty; Brno Czech Republic
- Central European Institute of Technology (CEITEC), Masaryk University; Brno Czech Republic
| | - Tycho Baumann
- Department of Hematology; Institute of Hematology and Oncology, Hospital Clínic, IDIBAPS, University of Barcelona; Barcelona Spain
| | - Jana Kotaskova
- Department of Internal Medicine - Hematology and Oncology; University Hospital Brno and Medical Faculty; Brno Czech Republic
- Central European Institute of Technology (CEITEC), Masaryk University; Brno Czech Republic
| | - Stefano Molica
- Department Hematology-Oncology; Azienda Ospedaliera Pugliese-Ciaccio; Catanzaro Italy
| | - Pablo Mozas
- Department of Hematology; Institute of Hematology and Oncology, Hospital Clínic, IDIBAPS, University of Barcelona; Barcelona Spain
| | - Alfredo Rivas-Delgado
- Department of Hematology; Institute of Hematology and Oncology, Hospital Clínic, IDIBAPS, University of Barcelona; Barcelona Spain
| | | | - Sarka Pospisilova
- Department of Internal Medicine - Hematology and Oncology; University Hospital Brno and Medical Faculty; Brno Czech Republic
- Central European Institute of Technology (CEITEC), Masaryk University; Brno Czech Republic
| | - Emili Montserrat
- Department of Hematology; Institute of Hematology and Oncology, Hospital Clínic, IDIBAPS, University of Barcelona; Barcelona Spain
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Jacobs RW, Awan FT, Leslie LA, Usmani SZ, Ghosh N. The shrinking role of chemotherapy in the treatment of chronic lymphocytic leukemia. Expert Rev Hematol 2016; 9:1177-1187. [DOI: 10.1080/17474086.2016.1254545] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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15
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Rodrigues CA, Gonçalves MV, Ikoma MRV, Lorand-Metze I, Pereira AD, Farias DLCD, Chauffaille MDLLF, Schaffel R, Ribeiro EFO, Rocha TSD, Buccheri V, Vasconcelos Y, Figueiredo VLDP, Chiattone CS, Yamamoto M. Diagnosis and treatment of chronic lymphocytic leukemia: recommendations from the Brazilian Group of Chronic Lymphocytic Leukemia. Rev Bras Hematol Hemoter 2016; 38:346-357. [PMID: 27863764 PMCID: PMC5119662 DOI: 10.1016/j.bjhh.2016.07.004] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2016] [Accepted: 07/19/2016] [Indexed: 02/06/2023] Open
Abstract
Chronic lymphocytic leukemia is characterized by clonal proliferation and progressive accumulation of B-cell lymphocytes that typically express CD19+, CD5+ and CD23+. The lymphocytes usually infiltrate the bone marrow, peripheral blood, lymph nodes, and spleen. The diagnosis is established by immunophenotyping circulating B-lymphocytes, and prognosis is defined by two staging systems (Rai and Binet) established by physical examination and blood counts, as well as by several biological and genetic markers. In this update, we present the recommendations from the Brazilian Group of Chronic Lymphocytic Leukemia for the diagnosis and treatment of chronic lymphocytic leukemia. The following recommendations are based on an extensive literature review with the aim of contributing to more uniform patient care in Brazil and possibly in other countries with a similar social–economic profile.
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Affiliation(s)
- Celso Arrais Rodrigues
- Universidade Federal de São Paulo (UNIFESP), São Paulo, SP, Brazil; Hospital Sírio Libanês, São Paulo, SP, Brazil.
| | - Matheus Vescovi Gonçalves
- Universidade Federal de São Paulo (UNIFESP), São Paulo, SP, Brazil; Fleury Medicina e Saúde, São Paulo, SP, Brazil
| | | | | | | | | | | | - Rony Schaffel
- Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, RJ, Brazil
| | | | - Talita Silveira da Rocha
- A.C Camargo Cancer Center, São Paulo, SP, Brazil; Santa Casa de Misericórdia de São Paulo, São Paulo, SP, Brazil
| | - Valeria Buccheri
- Instituto do Câncer do Estado de São Paulo (ICESP), São Paulo, SP, Brazil
| | - Yuri Vasconcelos
- Instituto Goiano de Oncologia e Hematologia (INGOH), Goiânia, GO, Brazil
| | | | - Carlos Sérgio Chiattone
- Santa Casa de Misericórdia de São Paulo, São Paulo, SP, Brazil; Hospital Samaritano, São Paulo, SP, Brazil
| | - Mihoko Yamamoto
- Universidade Federal de São Paulo (UNIFESP), São Paulo, SP, Brazil
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16
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Gooden CE, Jones P, Bates R, Shallenberger WM, Surti U, Swerdlow SH, Roth CG. CD49d shows superior performance characteristics for flow cytometric prognostic testing in chronic lymphocytic leukemia/small lymphocytic lymphoma. CYTOMETRY PART B-CLINICAL CYTOMETRY 2016; 94:129-135. [PMID: 27221715 DOI: 10.1002/cyto.b.21384] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Revised: 05/16/2016] [Accepted: 05/23/2016] [Indexed: 01/03/2023]
Abstract
BACKGROUND CD49d is emerging as a powerful adverse prognostic marker in chronic lymphocytic leukemia/small lymphocytic lymphoma (CLL/SLL). However, flow cytometric testing for CD49d has not yet been widely adopted in the United States, in part due to the lack of establishment of its performance characteristics in the clinical setting, especially in comparison with the more common CLL/SLL prognostic markers CD38 and ZAP-70. METHODS CD49d expression levels in 124 CLL/SLL cases were assessed among peripheral blood (PB), bone marrow (BM), and lymph node (LN) specimens and correlated with available CD38 and ZAP-70 expression and cytogenetic findings. For 10 PB/BM specimens, the stability of CD49d, CD38, and ZAP-70 expression was assessed at <24 hours, 48 hours, 72 hours, and 96 hours. RESULTS 39% (28 of 71) PB, 56% (18 of 32) BM, and 71% (15 of 21) LN involved by CLL/SLL were CD49d+, using a ≥30% threshold. The mean for the CD49d+ cases was 2.8 standard deviations (SD) above the cutoff for positivity, compared with 1.7 SD for CD38 and 1.1 SD for ZAP-70. CD49d demonstrated the lowest mean SD (0.91) and coefficient of variation (CV) (8.0%) compared with CD38 (SD = 2.1, CV = 10.4%) and ZAP-70 (SD = 9.8, CV = 40.5%) in stability studies over a 96-hours time period. CD49d+ CLL/SLL correlated with trisomy 12 (P = 0.025) and lack of isolated deletion (13q) (P = 0.005). CD38+ CLL/SLL correlated with deletion (11q) (P = 0.025). ZAP-70 did not correlate with any underlying cytogenetic abnormality. CONCLUSIONS CD49d is a robust adverse prognostic marker in CLL/SLL with superior performance characteristics. © 2016 International Clinical Cytometry Society.
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Affiliation(s)
- Casey E Gooden
- Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Patricia Jones
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Ruth Bates
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Wendy M Shallenberger
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Urvashi Surti
- Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Steven H Swerdlow
- Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Christine G Roth
- Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.,Department of Pathology and Immunology, Baylor College of Medicine, Houston, Texas
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CD49d prevails over the novel recurrent mutations as independent prognosticator of overall survival in chronic lymphocytic leukemia. Leukemia 2016; 30:2011-2018. [PMID: 27109509 DOI: 10.1038/leu.2016.88] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Revised: 02/22/2016] [Accepted: 03/14/2016] [Indexed: 12/21/2022]
Abstract
CD49d, the alpha-chain of the integrin heterodimer α4β1, was identified among the strongest predictors of overall survival (OS) in chronic lymphocytic leukemia (CLL), along with IGHV mutational status and deletion of the 17p chromosome involving TP53. In addition to TP53, the clinical relevance of NOTCH1, SF3B1 and BIRC3 gene mutations has been recently emphasized. By analyzing a cohort of 778 unselected CLL patients, we assessed the clinical relevance of CD49d as an OS predictor in subgroups defined by mutation/deletion of the TP53, NOTCH1, SF3B1 and BIRC3 genes. In this context, CD49d emerged as an independent predictor of OS in multivariate Cox analysis (Hazard ratio =1.88, P<0.0001). Consistently, high CD49d expression identified CLL subsets with inferior OS in the context of each category of a previously reported hierarchical risk stratification model. Moreover, by evaluating the relative importance of biological prognosticators by random survival forests, CD49d was selected among the top-ranked OS predictor (variable importance =0.0410), along with IGHV mutational status and TP53 abnormalities. These results confirmed CD49d as an independent negative OS prognosticator in CLL also in comprehensive models comprising the novel recurrent mutations. In this context, TP53 disruption and NOTCH1 mutations retained prognostic relevance, in keeping with their roles in CLL cell immuno-chemoresistance.
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18
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Bruce DR, Schuh A. Role of precision medicine in the treatment of chronic lymphocytic leukaemia. EXPERT REVIEW OF PRECISION MEDICINE AND DRUG DEVELOPMENT 2016. [DOI: 10.1080/23808993.2016.1159510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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