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Zhang F, Wang YZ, Chang Y, Yuan XY, Shi WH, Shi HX, Shen JZ, Liu YR. A lasso and random forest model using flow cytometry data identifies primary myelofibrosis. CYTOMETRY. PART B, CLINICAL CYTOMETRY 2024. [PMID: 38647185 DOI: 10.1002/cyto.b.22173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 01/30/2024] [Accepted: 04/03/2024] [Indexed: 04/25/2024]
Abstract
Thrombocythemia (ET), polycythemia vera (PV), primary myelofibrosis (PMF), prefibrotic/early (pre-PMF), and overt fibrotic PMF (overt PMF) are classical Philadelphia-Negative (Ph-negative) myeloproliferative neoplasms (MPNs). Differentiating between these types based on morphology and molecular markers is challenging. This study aims to clarify the application of flow cytometry in the diagnosis and differential diagnosis of classical MPNs. This study retrospectively analyzed the immunophenotypes, clinical characteristics, and laboratory findings of 211 Ph-negative MPN patients, including ET, PV, pre-PMF, overt PMF, and 47 controls. Compared to ET and PV, PMF differed in white blood cells, hemoglobin, blast cells in the peripheral blood, abnormal karyotype, and WT1 gene expression. PMF also differed from controls in CD34+ cells, granulocyte phenotype, monocyte phenotype, percentage of plasma cells, and dendritic cells. Notably, the PMF group had a significantly lower plasma cell percentage compared with other groups. A lasso and random forest model select five variables (CD34+CD19+cells and CD34+CD38- cells on CD34+cells, CD13dim+CD11b- cells in granulocytes, CD38str+CD19+/-plasma, and CD123+HLA-DR-basophils), which identify PMF with a sensitivity and specificity of 90%. Simultaneously, a classification and regression tree model was constructed using the percentage of CD34+CD38- on CD34+ cells and platelet counts to distinguish between ET and pre-PMF, with accuracies of 94.3% and 83.9%, respectively. Flow immunophenotyping aids in diagnosing PMF and differentiating between ET and PV. It also helps distinguish pre-PMF from ET and guides treatment decisions.
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Affiliation(s)
- Feng Zhang
- Fujian Provincial Key Laboratory on Hematology, Fujian Medical Center of Hematology, Fujian Institute of Hematology, Clinical Research Center for Hematological Malignancies of Fujian Province, Fujian Medical University Union Hospital, Fuzhou, China
| | - Ya-Zhe Wang
- Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, National Clinical Research Center for Hematologic Disease, Peking University People's Hospital, Peking University Institute of Hematology, Beijing, China
| | - Yan Chang
- Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, National Clinical Research Center for Hematologic Disease, Peking University People's Hospital, Peking University Institute of Hematology, Beijing, China
| | - Xiao-Ying Yuan
- Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, National Clinical Research Center for Hematologic Disease, Peking University People's Hospital, Peking University Institute of Hematology, Beijing, China
| | - Wei-Hua Shi
- Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, National Clinical Research Center for Hematologic Disease, Peking University People's Hospital, Peking University Institute of Hematology, Beijing, China
| | - Hong-Xia Shi
- Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, National Clinical Research Center for Hematologic Disease, Peking University People's Hospital, Peking University Institute of Hematology, Beijing, China
| | - Jian-Zhen Shen
- Fujian Provincial Key Laboratory on Hematology, Fujian Medical Center of Hematology, Fujian Institute of Hematology, Clinical Research Center for Hematological Malignancies of Fujian Province, Fujian Medical University Union Hospital, Fuzhou, China
| | - Yan-Rong Liu
- Beijing Key Laboratory of Hematopoietic Stem Cell Transplantation, National Clinical Research Center for Hematologic Disease, Peking University People's Hospital, Peking University Institute of Hematology, Beijing, China
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Song IC, Koh JS, Kang S, Lee MW, Shin KS, Jo DY. Incidental abdominal computed tomography findings in patients newly diagnosed with Philadelphia-negative myeloproliferative neoplasm. Blood Res 2023; 58:221-224. [PMID: 37853438 PMCID: PMC10758640 DOI: 10.5045/br.2023.2023049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 09/04/2023] [Accepted: 09/19/2023] [Indexed: 10/20/2023] Open
Affiliation(s)
- Ik-Chan Song
- Division of Hematology/Oncology, Department of Internal Medicine, Daejeon, Korea
| | - Jeong Suk Koh
- Division of Hematology/Oncology, Department of Internal Medicine, Daejeon, Korea
| | - Sora Kang
- Division of Hematology/Oncology, Department of Internal Medicine, Daejeon, Korea
| | - Myung-Won Lee
- Division of Hematology/Oncology, Department of Internal Medicine, Daejeon, Korea
| | - Kyung Sook Shin
- Department of Radiology, Chungnam National University College of Medicine, Daejeon, Korea
| | - Deog-Yeon Jo
- Division of Hematology/Oncology, Department of Internal Medicine, Daejeon, Korea
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Lee MW, Koh JS, Kang S, Ryu H, Song IC, Lee HJ, Yun HJ, Kim SY, Kim SS, Jo DY. Abdominal aortic calcification in patients newly diagnosed with essential thrombocythemia. Blood Res 2023; 58:173-180. [PMID: 37853439 PMCID: PMC10758625 DOI: 10.5045/br.2023.2023125] [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: 07/05/2023] [Revised: 09/04/2023] [Accepted: 09/27/2023] [Indexed: 10/20/2023] Open
Abstract
Background Although atherosclerosis is likely to be involved in the development of arterial thrombotic events in patients with essential thrombocythemia (ET), abdominal aortic calcification (AAC) has rarely been investigated. We evaluated the prevalence and clinical relevance of AAC at the time of ET diagnosis. Methods This retrospective study included patients newly diagnosed with ET who underwent abdominal computed tomography (CT) at the time of diagnosis between January 2002 and December 2021 at Chungnam National University Hospital, Daejeon, Korea. CT images were reviewed and an aortic calcification score was assigned. Results Of the 94 patients (median age, 62 yr; range, 18‒90 yr), AAC was detected in 62 (66.0%). AAC was most commonly mild (33.0%), followed by moderate (22.7%) and severe (5.3%). Old age [odds ratio (OR), 34.37; 95% confidence interval (CI), 12.32‒95.91; P<0.001] was an independent risk factor for AAC. The patients with AAC had a higher WBC count (11.8±4.7 vs. 9.7±2.9×109/L, P=0.017), higher neutrophil-to-lymphocyte ratio (4.3±2.7 vs. 3.1±1.5, P=0.039), and higher JAK2V617F positivity (81.5% vs. 58.8%, P=0.020) compared to those without AAC. AAC was an independent risk factor for arterial thrombotic vascular events that occurred before or at diagnosis of ET (OR, 4.12; 95% CI, 1.11‒15.85; P=0.034). Conclusion AAC is common in patients with ET and is associated with arterial thrombotic events.
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Affiliation(s)
- Myung-Won Lee
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Daejeon, Korea
| | - Jeong Suk Koh
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Daejeon, Korea
| | - Sora Kang
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Daejeon, Korea
| | - Hyewon Ryu
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Daejeon, Korea
| | - Ik-Chan Song
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Daejeon, Korea
| | - Hyo-Jin Lee
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Daejeon, Korea
| | - Hwan-Jung Yun
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Daejeon, Korea
| | - Seon Young Kim
- Department of Laboratory Medicine, Chungnam National University College of Medicine, Daejeon, Korea
| | - Seong Soo Kim
- Department of Thoracic Radiology, Chungnam National University College of Medicine, Daejeon, Korea
| | - Deog-Yeon Jo
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Daejeon, Korea
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Lee MW, Yeon SH, Ryu H, Song IC, Lee HJ, Yun HJ, Kim SY, Shin KS, Jo DY. Splenic Infarction in Patients with Philadelphia-negative Myeloproliferative Neoplasms. Intern Med 2022; 61:3483-3490. [PMID: 35527026 PMCID: PMC9790792 DOI: 10.2169/internalmedicine.9124-21] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Objective We retrospectively analyzed the prevalence and clinical features of splenic infarctions in patients with Philadelphia chromosome-negative myeloproliferative neoplasms (Ph- MPNs). Patients Patients diagnosed with essential thrombocythemia (ET), polycythemia vera (PV), prefibrotic/early primary myelofibrosis (pre-PMF), or PMF from January 1996 to October 2020 in Chungnam National University Hospital, Daejeon, Korea, were reviewed. Results A total of 347 patients (143 ET, 129 PV, 44 pre-PMF, and 31 PMF patients; 201 men and 146 women) with a median age of 64 (range 15-91) years old were followed up for a median of 4.7 (range 0.1-26.5) years. Fifteen (4.3%) patients exhibited splenic infarctions at the diagnosis. These were most common in PMF patients (12.9%), followed by pre-PMF (9.1%) and PV (5.4%) patients. Multifocal infarcts (60.0%) were most common, followed by solitary (33.3%) and extensive infarcts (6.7%). The cumulative incidence of thrombosis in patients with splenic infarctions tended to be higher than in those lacking infarctions (10-year incidence 46.7% vs. 21.0% in PV; p=0.215; 33.3% vs. 17.9% in pre-PMF; p=0.473) patients, but statistical significance was lacking. Palpable splenomegaly (hazard ratio 14.89; 95% confidence interval 4.00-55.35; p<0.001) was the only independent risk factor for splenic infarction. During follow-up, 5 (1.4%) patients developed splenic infarctions. Conservative treatment adequately controlled the symptoms; no serious complications were noted in any patient. Conclusion Splenic infarctions occurred most frequently in patients with PMF; it was rare in patients with ET. The clinical courses were generally mild.
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Affiliation(s)
- Myung-Won Lee
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Korea
| | - Sang-Hoon Yeon
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Korea
| | - Hyewon Ryu
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Korea
| | - Ik-Chan Song
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Korea
| | - Hyo-Jin Lee
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Korea
| | - Hwan-Jung Yun
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Korea
| | - Seon Young Kim
- Department of Laboratory Medicine, Chungnam National University College of Medicine, Korea
| | - Kyung Sook Shin
- Department of Radiology, Chungnam National University College of Medicine, Korea
| | - Deog-Yeon Jo
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Korea
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Lee MW, Yeon SH, Ryu H, Song IC, Lee HJ, Yun HJ, Kim SY, Lee JE, Shin KS, Jo DY. Volumetric Splenomegaly in Patients With Polycythemia Vera. J Korean Med Sci 2022; 37:e87. [PMID: 35315598 PMCID: PMC8938613 DOI: 10.3346/jkms.2022.37.e87] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Accepted: 02/17/2022] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Non-palpable splenomegaly in patients with polycythemia vera (PV) has seldom been addressed. In this retrospective study, we evaluated non-palpable, volumetric splenomegaly defined based on age- and body surface area (BSA)-matched criteria in patients with PV diagnosed according to the 2016 World Health Organization diagnostic criteria. METHODS Patients with PV who underwent abdominal computed tomography (CT) and who had palpable splenomegaly at diagnosis from January 1991 to December 2020 at Chungnam National University Hospital were enrolled. The spleen volume of each patient was determined by volumetric analysis of abdominal CT and adjusted for the patient's age and BSA. Then the degree of splenomegaly was classified as no splenomegaly, borderline volumetric splenomegaly, overt volumetric splenomegaly, or palpable splenomegaly. RESULTS Of the 87 PV patients enrolled, 15 (17.2%) had no splenomegaly, whereas 17 (19.5%), 45 (51.7%), and 10 (11.5%) had borderline volumetric, overt volumetric, and palpable splenomegaly, respectively. The degree of splenomegaly did not affect the cumulative incidence of thrombotic vascular events (10-year incidence: 7.7%, 0%, 22.3%, and 50.7%, respectively, P = 0.414). By contrast, splenomegaly tended to adversely affect myelofibrotic transformation (10-year cumulative incidence: 0%, 0%, 7.1%, and 30.3%, respectively, P = 0.062). Moreover, the cumulative incidence of myelofibrotic transformation was significantly higher in patients with overt volumetric or palpable splenomegaly than those with no or borderline volumetric splenomegaly (10-year incidence: 0% vs. 10.3%, respectively; 15-year incidence: 0% vs. 26.3%, respectively, P = 0.020). Overall survival (OS) differed among patients with different degrees of splenomegaly (15-year OS: 100%, 78.6%, 71.7%, and 51.9%, respectively, P = 0.021). CONCLUSION The degree of splenomegaly, including volumetric splenomegaly, based on age- and BSA-matched reference spleen volumes at diagnosis reflects disease progression in PV patients. Therefore, volumetric splenomegaly should be evaluated at the time of diagnosis and taken into consideration when predicting the prognosis of patients with PV.
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Affiliation(s)
- Myung-Won Lee
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Daejeon, Korea
| | - Sang-Hoon Yeon
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Daejeon, Korea
| | - Hyewon Ryu
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Daejeon, Korea
| | - Ik-Chan Song
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Daejeon, Korea
| | - Hyo-Jin Lee
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Daejeon, Korea
| | - Hwan-Jung Yun
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Daejeon, Korea
| | - Seon Young Kim
- Department of Laboratory Medicine, Chungnam National University College of Medicine, Daejeon, Korea
| | - Jeong Eun Lee
- Department of Radiology, Chungnam National University College of Medicine, Daejeon, Korea
| | - Kyung Sook Shin
- Department of Radiology, Chungnam National University College of Medicine, Daejeon, Korea
| | - Deog-Yeon Jo
- Division of Hematology/Oncology, Department of Internal Medicine, Chungnam National University College of Medicine, Daejeon, Korea.
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