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Yang Y, Gan W, Lin L, Wang L, Wu J, Luo J. Identification of Active Molecules against Thrombocytopenia through Machine Learning. J Chem Inf Model 2024; 64:6506-6520. [PMID: 39109515 DOI: 10.1021/acs.jcim.4c00718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/27/2024]
Abstract
Thrombocytopenia, which is associated with thrombopoietin (TPO) deficiency, presents very limited treatment options and can lead to life-threatening complications. Discovering new therapeutic agents against thrombocytopenia has proven to be a challenging task using traditional screening approaches. Fortunately, machine learning (ML) techniques offer a rapid avenue for exploring chemical space, thereby increasing the likelihood of uncovering new drug candidates. In this study, we focused on computational modeling for drug-induced megakaryocyte differentiation and platelet production using ML methods, aiming to gain insights into the structural characteristics of hematopoietic activity. We developed 112 different classifiers by combining eight ML algorithms with 14 molecule features. The top-performing model achieved good results on both 5-fold cross-validation (with an accuracy of 81.6% and MCC value of 0.589) and external validation (with an accuracy of 83.1% and MCC value of 0.642). Additionally, by leveraging the Shapley additive explanations method, the best model provided quantitative assessments of molecular properties and structures that significantly contributed to the predictions. Furthermore, we employed an ensemble strategy to integrate predictions from multiple models and performed in silico predictions for new molecules with potential activity against thrombocytopenia, sourced from traditional Chinese medicine and the Drug Repurposing Hub. The findings of this study could offer valuable insights into the structural characteristics and computational prediction of thrombopoiesis inducers.
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Affiliation(s)
- Youyou Yang
- Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou 646000, China
| | - Wenli Gan
- Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou 646000, China
| | - Lei Lin
- School of Public Health, Southwest Medical University, Luzhou 646000, China
| | - Long Wang
- Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou 646000, China
| | - Jianming Wu
- Basic Medical College, Southwest Medical University, Luzhou 646000, China
| | - Jiesi Luo
- Basic Medical College, Southwest Medical University, Luzhou 646000, China
- State Key Laboratory of Southwestern Chinese Medicine Resources, Chengdu University of Traditional Chinese Medicine, Chengdu 610075, China
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Hambardzumyan L, Grigoryan H, Badikyan M, Khachatryan H, Sargsyan N, Sulikhanyan A, Tamamyan G, Stebbing J. Disparities in the consensus for treatment of chemotherapy-induced thrombocytopenia. Ecancermedicalscience 2023; 17:1627. [PMID: 38414967 PMCID: PMC10898910 DOI: 10.3332/ecancer.2023.1627] [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: 07/06/2023] [Indexed: 02/29/2024] Open
Abstract
Introduction Chemotherapy-induced thrombocytopenia (CIT) is an arduous complication of chemotherapy to be dealt with, and there are many unmet needs in this field to be addressed on the global front. We have conducted this study to contribute to the understanding of existing knowledge gaps of CIT management and highlight the direction to focus future investigations. Methods This was an academic single-institution report on a cross-sectional study evaluating CIT management practices using platelet (PLT) transfusions by haematologists and oncologists in Armenia. Results Physicians' opinions differed significantly when it came to defining thrombocytopenia by PLT levels. 13.2% of those surveyed considered thrombocytopenia to be when PLT counts fall below 180 × 109/L, 42.1% defined thrombocytopenia to have a PLT threshold of 150 × 109/L, 15.8% and 21.0% specialists setting their thresholds at 140 × 109/L and 100 × 109/L, respectively.All physicians managed CIT by performing PLT transfusions for prophylactic purposes (i.e., when PLT count falls below a certain threshold) with none of them transfusing PLTs only on-demand to address active bleeding. 73.3% haematologists (adult), 57.1% medical oncologists, and 50% paediatricians deemed 10 × 109/L as the threshold PLT count for transfusing afebrile patients with haematologic malignancies (besides acute promyelocytic leukaemia (APL)) and solid tumours.PLT products availability varied among the respondents, with only 53% of them responding that they had 24/7 access. Conclusion CIT is a complication of interest to physicians worldwide and has not been resolved yet. This is the first conducted survey regarding CIT and the initial step for further research.
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Affiliation(s)
- Liana Hambardzumyan
- Hematology Center after Prof. R. H. Yeolyan, Yerevan 0014, Armenia
- Department of Surgery and Cancer, Imperial College, London SW7 2BX, UK
| | - Henrik Grigoryan
- Hematology Center after Prof. R. H. Yeolyan, Yerevan 0014, Armenia
- Department of Pediatric Oncology and Hematology, Yerevan State Medical University, Yerevan 0025, Armenia
- Pediatric Cancer and Blood Disorders Center of Armenia, Hematology Center after Prof. R. H. Yeolyan, Yerevan 0014, Armenia
| | - Maria Badikyan
- Hematology Center after Prof. R. H. Yeolyan, Yerevan 0014, Armenia
- Immune Oncology Research Institute, Yerevan 0014, Armenia
| | - Heghine Khachatryan
- Hematology Center after Prof. R. H. Yeolyan, Yerevan 0014, Armenia
- Department of Pediatric Oncology and Hematology, Yerevan State Medical University, Yerevan 0025, Armenia
| | - Nelly Sargsyan
- Hematology Center after Prof. R. H. Yeolyan, Yerevan 0014, Armenia
- Department of Pediatric Oncology and Hematology, Yerevan State Medical University, Yerevan 0025, Armenia
| | | | - Gevorg Tamamyan
- Hematology Center after Prof. R. H. Yeolyan, Yerevan 0014, Armenia
- Department of Pediatric Oncology and Hematology, Yerevan State Medical University, Yerevan 0025, Armenia
- Pediatric Cancer and Blood Disorders Center of Armenia, Hematology Center after Prof. R. H. Yeolyan, Yerevan 0014, Armenia
- Immune Oncology Research Institute, Yerevan 0014, Armenia
| | - Justin Stebbing
- Department of Surgery and Cancer, Imperial College, London SW7 2BX, UK
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Wang L, Liu S, Luo J, Mo Q, Ran M, Zhang T, Li X, Zou W, Mei Q, Chen J, Yang J, Zeng J, Huang F, Wu A, Zhang C, Wu J. Targeting a thrombopoietin-independent strategy in the discovery of a novel inducer of megakaryocytopoiesis, DMAG, for the treatment of thrombocytopenia. Haematologica 2023; 108:1394-1411. [PMID: 36546424 PMCID: PMC10153531 DOI: 10.3324/haematol.2022.282209] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Accepted: 12/15/2022] [Indexed: 12/24/2022] Open
Abstract
Thrombocytopenia is a thrombopoietin (TPO)-related disorder with very limited treatment options, and can be lifethreatening. There are major problems with typical thrombopoietic agents targeting TPO signaling, so it is urgent to discover a novel TPO-independent mechanism involving thrombopoiesis and potential druggable targets. We developed a drug screening model by the multi-grained cascade forest (gcForest) algorithm and found that 3,8-di-O-methylellagic acid 2- O-glucoside (DMAG) (10, 20 and 40 μM) promoted megakaryocyte differentiation in vitro. Subsequent investigations revealed that DMAG (40 mM) activated ERK1/2, HIF-1b and NF-E2. Inhibition of ERK1/2 blocked megakaryocyte differentiation and attenuated the upregulation of HIF-1b and NF-E2 induced by DMAG. Megakaryocyte differentiation induced by DMAG was inhibited via knockdown of NF-E2. In vivo studies showed that DMAG (5 mg/kg) accelerated platelet recovery and megakaryocyte differentiation in mice with thrombocytopenia. The platelet count of the DMAG-treated group recovered to almost 72% and 96% of the count in the control group at day 10 and 14, respectively. The platelet counts in the DMAG-treated group were almost 1.5- and 1.3-fold higher compared with those of the irradiated group at day 10 and 14, respectively. Moreover, DMAG (10, 25 and 50 mM) stimulated thrombopoiesis in zebrafish. DMAG (5 mg/kg) could also increase platelet levels in c-MPL knockout (c-MPL-/-) mice. In summary, we established a drug screening model through gcForest and demonstrated that DMAG promotes megakaryocyte differentiation via the ERK/HIF1/NF-E2 pathway which, importantly, is independent of the classical TPO/c-MPL pathway. The present study may provide new insights into drug discovery for thrombopoiesis and TPO-independent regulation of thrombopoiesis, as well as a promising avenue for thrombocytopenia treatment.
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Affiliation(s)
- Long Wang
- Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan, 646000
| | - Sha Liu
- Department of Gastroenterology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, 646000
| | - Jiesi Luo
- Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan, 646000
| | - Qi Mo
- Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan, 646000
| | - Mei Ran
- Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan, 646000
| | - Ting Zhang
- Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan, 646000
| | - Xiaoxuan Li
- Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan, 646000
| | - Wenjun Zou
- School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan 611137
| | - Qibing Mei
- Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan, 646000
| | - Jianping Chen
- School of Chinese Medicine, The University of Hong Kong, Hong Kong, 999077
| | - Jing Yang
- Department of Pharmacy, Chengdu Fifth People's Hospital, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, 611137
| | - Jing Zeng
- Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan, 646000
| | - Feihong Huang
- Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan, 646000
| | - Anguo Wu
- Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan, 646000.
| | - Chunxiang Zhang
- Education Ministry Key Laboratory of Medical Electrophysiology, Sichuan Key Medical Laboratory of New Drug Discovery and Druggability Evaluation, Luzhou Key Laboratory of Activity Screening and Druggability Evaluation for Chinese Materia Medica, Southwest Medical University, Luzhou, Sichuan, 646000.
| | - Jianming Wu
- School of Basic Medical Sciences, Southwest Medical University, Luzhou, Sichuan, 646000, China; Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan, 646000, China; Education Ministry Key Laboratory of Medical Electrophysiology, Sichuan Key Medical Laboratory of New Drug Discovery and Druggability Evaluation, Luzhou Key Laboratory of Activity Screening and Druggability Evaluation for Chinese Materia Medica, Southwest Medical University, Luzhou, Sichuan, 646000.
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4
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Xie S, Jiang C, Wu M, Ye Y, Wu B, Sun X, Lv X, Chen R, Yu W, Sun Q, Wu Y, Que R, Li H, Yang L, Liu W, Zuo J, Jensen LD, Huang G, Cao Y, Yang Y. Dietary ketone body-escalated histone acetylation in megakaryocytes alleviates chemotherapy-induced thrombocytopenia. Sci Transl Med 2022; 14:eabn9061. [PMID: 36449600 DOI: 10.1126/scitranslmed.abn9061] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
Abstract
Chemotherapy-induced thrombocytopenia (CIT) is a severe complication in patients with cancer that can lead to impaired therapeutic outcome and survival. Clinically, therapeutic options for CIT are limited by severe adverse effects and high economic burdens. Here, we demonstrate that ketogenic diets alleviate CIT in both animals and humans without causing thrombocytosis. Mechanistically, ketogenic diet-induced circulating β-hydroxybutyrate (β-OHB) increased histone H3 acetylation in bone marrow megakaryocytes. Gain- and loss-of-function experiments revealed a distinct role of 3-β-hydroxybutyrate dehydrogenase (BDH)-mediated ketone body metabolism in promoting histone acetylation, which promoted the transcription of platelet biogenesis genes and induced thrombocytopoiesis. Genetic depletion of the megakaryocyte-specific ketone body transporter monocarboxylate transporter 1 (MCT1) or pharmacological targeting of MCT1 blocked β-OHB-induced thrombocytopoiesis in mice. A ketogenesis-promoting diet alleviated CIT in mouse models. Moreover, a ketogenic diet modestly increased platelet counts without causing thrombocytosis in healthy volunteers, and a ketogenic lifestyle inversely correlated with CIT in patients with cancer. Together, we provide mechanistic insights into a ketone body-MCT1-BDH-histone acetylation-platelet biogenesis axis in megakaryocytes and propose a nontoxic, low-cost dietary intervention for combating CIT.
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Affiliation(s)
- Sisi Xie
- Department of Cellular and Genetic Medicine, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China.,Longyan First Hospital Affiliated to Fujian Medical University, Longyan 364000, China
| | - Chenyu Jiang
- Department of Cellular and Genetic Medicine, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Meng Wu
- Longyan First Hospital Affiliated to Fujian Medical University, Longyan 364000, China
| | - Ying Ye
- Department of Oral Implantology, Stomatological Hospital and Dental School of Tongji University, Shanghai Engineering Research Center of Tooth Restoration and Regeneration, Shanghai 200072, China
| | - Biying Wu
- Department of Cellular and Genetic Medicine, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Xiaoting Sun
- Department of Cellular and Genetic Medicine, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China.,Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, 171 65 Solna, Sweden.,Oujiang Laboratory (Zhejiang Lab for Regenerative Medicine, Vison and Brain Health), School of Pharmaceutical Science, Wenzhou Medical University, Wenzhou 325024, China
| | - Xue Lv
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin 300020, China
| | - Ruibo Chen
- Department of Cellular and Genetic Medicine, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Wen Yu
- Department of Cellular and Genetic Medicine, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Qi Sun
- Department of Cellular and Genetic Medicine, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Yuting Wu
- Longyan First Hospital Affiliated to Fujian Medical University, Longyan 364000, China
| | - Rongliang Que
- Longyan First Hospital Affiliated to Fujian Medical University, Longyan 364000, China
| | - Huilan Li
- Department of Cellular and Genetic Medicine, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China.,Longyan First Hospital Affiliated to Fujian Medical University, Longyan 364000, China
| | - Ling Yang
- Department of Cellular and Genetic Medicine, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Wen Liu
- Department of Cellular and Genetic Medicine, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Ji Zuo
- Department of Cellular and Genetic Medicine, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
| | - Lasse D Jensen
- Department of Health, Medical and Caring Sciences, Division of Cardiovascular Medicine, Linköping University, 581 83 Linköping, Sweden
| | - Guichun Huang
- Medical Oncology Department of Jinling Hospital, Medical School of Nanjing University, Nanjing 200002, China
| | - Yihai Cao
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, 171 65 Solna, Sweden
| | - Yunlong Yang
- Department of Cellular and Genetic Medicine, School of Basic Medical Sciences, Fudan University, Shanghai 200032, China
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Degliuomini MD, Armstrong K, Mauguen A, Slotkin EK, Roberts SS, Dunkel IJ, Clouser M, Ortiz MV, Soff GA. Chemotherapy-induced thrombocytopenia in pediatric oncology: Scope of the problem and opportunities for intervention. Pediatr Blood Cancer 2022; 69:e29776. [PMID: 35593014 PMCID: PMC9709583 DOI: 10.1002/pbc.29776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 04/01/2022] [Accepted: 04/04/2022] [Indexed: 11/09/2022]
Abstract
BACKGROUND Chemotherapy-induced thrombocytopenia (CIT) is a known hematologic complication of oncology treatment. This single-institution study examines the degree with which CIT impacts specific pediatric solid tumor cohorts reflected by platelet transfusion burden and treatment modifications. PROCEDURE Data regarding clinically relevant CIT were obtained via a retrospective chart review of pediatric solid tumor patients treated at Memorial Sloan Kettering Cancer Center from 2013 to 2020. Patients were stratified based on histologic diagnoses as well as chemotherapy regimen. CIT impact was assessed through platelet transfusion means, chemotherapy dose reductions, and treatment delays. RESULTS A total of 150 patients were included with mean age 10.3 [0.2-21.0]. Patients receiving therapy for high-risk neuroblastoma and localized Ewing sarcoma, both of which included high-dose cyclophosphamide and doxorubicin, required the most platelet transfusions over the treatment course, with a mean of 13 and 9, respectively. Reduced relative dose intensity (RDI), due in part to CIT, was greatest for the patients receiving therapy for high-risk and intermediate-risk rhabdomyosarcoma. Fifty-six percent of high-risk patients experienced a reduced RDI during the final two cycles of treatment and 69% of intermediate-risk patients experienced one during the final four cycles of treatment. CONCLUSIONS The impact of CIT varied by the administered chemotherapy regimens and dose intensity of chemotherapy agents. This study demonstrated that CIT causes both marked platelet transfusion burden as well as treatment reduction and delay within certain solid tumor cohorts. This can lend to future studies aimed at reducing the burden of CIT and targeting the most at-risk populations.
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Affiliation(s)
- Melanie D Degliuomini
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Katherine Armstrong
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Department of Pediatrics, Hackensack University Medical Center, Hackensack, New Jersey, USA
| | - Audrey Mauguen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Emily K Slotkin
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Stephen S Roberts
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ira J Dunkel
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Department of Pediatrics, Weill Cornell Medicine, New York, New York, USA
| | - Mary Clouser
- Amgen Center for Observational Research, Thousand Oaks, California, USA
| | - Michael V Ortiz
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Gerald A Soff
- Department of Medicine, University of Miami Health System, Miami, Florida, USA
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Merjaneh N, Young J, Mangoli A, Olsen M, Setty B, Lane A, Nagarajan R, Pressey JG, Turpin B. Chemotherapy-induced thrombocytopenia in Ewing sarcoma: Implications and potential for romiplostim supportive care. Pediatr Blood Cancer 2022; 69:e29548. [PMID: 34962714 DOI: 10.1002/pbc.29548] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 11/24/2021] [Accepted: 12/08/2021] [Indexed: 11/09/2022]
Abstract
BACKGROUND Maintaining dose-dense, interval-compressed chemotherapy improves survival in patients with Ewing sarcoma but is limited by myelosuppression. Romiplostim is a thrombopoietin receptor agonist that may be useful in the treatment of chemotherapy-induced thrombocytopenia (CIT). METHODS Patients aged between 3 and 33 years with Ewing sarcoma from 2010 to 2020 were reviewed. CIT was defined as a failure to achieve 75,000 platelets per microliter by day 21 after the start of any chemotherapy cycle. Fisher's exact test was used for univariate analysis and Pearson's correlation coefficient was used for the association between continuous variables. RESULTS Twenty-seven out of 42 patients (64%) developed isolated CIT, delaying one to four chemotherapy cycles per patient. CIT occurred during consolidation therapy in 24/27(88.9%) and with ifosfamide/etoposide cycles in 24/27 (88.9%). Univariate analysis failed to identify risk factors for CIT. The use of radiation approached significance (p-value = .056). Ten patients received romiplostim. The median starting dose was 3 μg/kg (range 1-5). Doses were escalated weekly by 1-2 to 4-10 μg/kg and continued throughout chemotherapy. A higher romiplostim dose was associated with a higher change in average platelet counts from baseline, r = .73 (p = .04). No romiplostim-related adverse events were identified aside from mild headache. CONCLUSIONS CIT is the primary reason for the inability to maintain treatment intensity in Ewing sarcoma. The concurrent use of romiplostim with chemotherapy was safe and feasible, and efficacy was associated with higher romiplostim doses.
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Affiliation(s)
- Nawal Merjaneh
- Cancer and Blood Diseases Institute, Cincinnati Children's Hospital, Cincinnati, Ohio, USA
| | - Jennifer Young
- Cancer and Blood Diseases Institute, Cincinnati Children's Hospital, Cincinnati, Ohio, USA
| | - Avani Mangoli
- Division of Pediatric Hematology-Oncology, Duke University Medical Center, Durham, North Carolina, USA
| | - Mallery Olsen
- Division of Pediatric Hematology, Oncology and BMT, Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Bhuvana Setty
- Division of Pediatric Hematology, Oncology and BMT, Nationwide Children's Hospital, Columbus, Ohio, USA
| | - Adam Lane
- Cancer and Blood Diseases Institute, Cincinnati Children's Hospital, Cincinnati, Ohio, USA
| | - Rajaram Nagarajan
- Cancer and Blood Diseases Institute, Cincinnati Children's Hospital, Cincinnati, Ohio, USA
| | - Joseph G Pressey
- Cancer and Blood Diseases Institute, Cincinnati Children's Hospital, Cincinnati, Ohio, USA
| | - Brian Turpin
- Cancer and Blood Diseases Institute, Cincinnati Children's Hospital, Cincinnati, Ohio, USA
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Wu YH, Chen HY, Hong WC, Wei CY, Pang JHS. Carboplatin-Induced Thrombocytopenia through JAK2 Downregulation, S-Phase Cell Cycle Arrest and Apoptosis in Megakaryocytes. Int J Mol Sci 2022; 23:ijms23116290. [PMID: 35682967 PMCID: PMC9181531 DOI: 10.3390/ijms23116290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 05/28/2022] [Accepted: 06/02/2022] [Indexed: 02/01/2023] Open
Abstract
Chemotherapy-induced thrombocytopenia (CIT) is a common complication when treating malignancies with cytotoxic agents wherein carboplatin is one of the most typical agents causing CIT. Janus kinase 2 (JAK2) is one of the critical enzymes to megakaryocyte proliferation and differentiation. However, the role of the JAK2 in CIT remains unclear. In this study, we used both carboplatin-induced CIT mice and MEG-01 cell line to examine the expression of JAK2 and signal transducer and activator of transcription 3 (STAT3) pathway. Under CIT, the expression of JAK2 was significantly reduced in vivo and in vitro. More surprisingly, the JAK2/STAT3 pathway remained inactivated even when thrombopoietin (TPO) was administered. On the other hand, carboplatin could cause prominent S phase cell cycle arrest and markedly increased apoptosis in MEG-01 cells. These results showed that the thrombopoiesis might be interfered through the downregulation of JAK2/STAT3 pathway by carboplatin in CIT, and the fact that exogenous TPO supplement cannot reactivate this pathway.
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Affiliation(s)
- Yi-Hong Wu
- Department of Chinese Medicine, Chang Gung Memorial Hospital, Guishan, Taoyuan 333, Taiwan; (Y.-H.W.); (H.-Y.C.); (W.-C.H.); (C.-Y.W.)
- School of Traditional Chinese Medicine, Chang Gung University, Guishan, Taoyuan 333, Taiwan
| | - Hsing-Yu Chen
- Department of Chinese Medicine, Chang Gung Memorial Hospital, Guishan, Taoyuan 333, Taiwan; (Y.-H.W.); (H.-Y.C.); (W.-C.H.); (C.-Y.W.)
- School of Traditional Chinese Medicine, Chang Gung University, Guishan, Taoyuan 333, Taiwan
- Graduate Institute of Clinical Medical Sciences, Chang Gung University, Guishan, Taoyuan 333, Taiwan
| | - Wei-Chin Hong
- Department of Chinese Medicine, Chang Gung Memorial Hospital, Guishan, Taoyuan 333, Taiwan; (Y.-H.W.); (H.-Y.C.); (W.-C.H.); (C.-Y.W.)
| | - Chen-Ying Wei
- Department of Chinese Medicine, Chang Gung Memorial Hospital, Guishan, Taoyuan 333, Taiwan; (Y.-H.W.); (H.-Y.C.); (W.-C.H.); (C.-Y.W.)
| | - Jong-Hwei Su Pang
- Graduate Institute of Clinical Medical Sciences, Chang Gung University, Guishan, Taoyuan 333, Taiwan
- Department of Physical Medicine and Rehabilitation, Chang Gung Memorial Hospital, Guishan, Taoyuan 333, Taiwan
- Correspondence: ; Tel.: +886-3-2118800 (ext. 3482); Fax: +886-3-2118800 (ext. 3484)
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van den Boogaard WMC, Komninos DSJ, Vermeij WP. Chemotherapy Side-Effects: Not All DNA Damage Is Equal. Cancers (Basel) 2022; 14:627. [PMID: 35158895 PMCID: PMC8833520 DOI: 10.3390/cancers14030627] [Citation(s) in RCA: 162] [Impact Index Per Article: 54.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 01/21/2022] [Accepted: 01/24/2022] [Indexed: 02/04/2023] Open
Abstract
Recent advances have increased survival rates of children and adults suffering from cancer thanks to effective anti-cancer therapy, such as chemotherapy. However, during treatment and later in life they are frequently confronted with the severe negative side-effects of their life-saving treatment. The occurrence of numerous features of accelerated aging, seriously affecting quality of life, has now become one of the most pressing problems associated with (pediatric) cancer treatment. Chemotherapies frequently target and damage the DNA, causing mutations or genome instability, a major hallmark of both cancer and aging. However, there are numerous types of chemotherapeutic drugs that are genotoxic and interfere with DNA metabolism in different ways, each with their own biodistribution, kinetics, and biological fate. Depending on the type of DNA lesion produced (e.g., interference with DNA replication or RNA transcription), the organ or cell type inflicted (e.g., cell cycle or differentiation status, metabolic state, activity of clearance and detoxification mechanisms, the cellular condition or micro-environment), and the degree of exposure, outcomes of cancer treatment can largely differ. These considerations provide a conceptual framework in which different classes of chemotherapeutics contribute to the development of toxicities and accelerated aging of different organ systems. Here, we summarize frequently observed side-effects in (pediatric) ex-cancer patients and discuss which types of DNA damage might be responsible.
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Affiliation(s)
- Winnie M. C. van den Boogaard
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, The Netherlands; (W.M.C.v.d.B.); (D.S.J.K.)
- Oncode Institute, Jaarbeursplein 6, 3521 AL Utrecht, The Netherlands
| | - Daphne S. J. Komninos
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, The Netherlands; (W.M.C.v.d.B.); (D.S.J.K.)
- Oncode Institute, Jaarbeursplein 6, 3521 AL Utrecht, The Netherlands
| | - Wilbert P. Vermeij
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, The Netherlands; (W.M.C.v.d.B.); (D.S.J.K.)
- Oncode Institute, Jaarbeursplein 6, 3521 AL Utrecht, The Netherlands
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Bhosale SJ, Joshi M, Patil VP, Kothekar AT, Myatra SN, Divatia JV, Kulkarni AP. Epidemiology and Predictors of Hospital Outcomes of Critically Ill Pediatric Oncology Patients: A Retrospective Study. Indian J Crit Care Med 2021; 25:1183-1188. [PMID: 34916753 PMCID: PMC8645808 DOI: 10.5005/jp-journals-10071-23984] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Background The number of pediatric oncology patients admitted to the intensive care unit (ICU) has increased, and their hospital outcomes are improving. Since scarce data are available about this patient population, we conducted this retrospective study to evaluate the epidemiology and predictors of hospital outcomes. Materials and methods We included all children with cancers who were admitted to our ICU over 1 year. We excluded children admitted after elective surgery and those following bone marrow transplant. We collected data about demographics, admission diagnosis, type of malignancies, and ICU interventions. The primary outcome was the hospital outcome. The secondary outcomes were ICU length of stay (LOS), and ICU and hospital mortality. We analyzed the predictors of hospital outcome. Results Two hundred pediatric oncology patients were admitted from November 1, 2014 to October 30, 2015. Seventy-eight children had solid organ malignancies, and the rest had hematological malignancies. Hematooncology malignancy patients had significantly higher hospital mortality than those with solid organ malignancies. (61.5 vs 34.6%, p = 0.015). On multivariate regression analysis, mechanical ventilation [odds ratio (OR), 14.64; 95% confidence interval (CI): 1.23–165.05; p <0.030], inotropes (OR, 9.81; 95% CI: 1.222–78.66; p <0.032), and the presence of coagulopathy (OR, 3.86; 95% CI: 1.568–9.514; p <0.003) were independent predictors of hospital mortality. Conclusion In this retrospective cohort of 200 children with malignancies, we found that children with hematologic cancer had significantly higher hospital mortality as compared to those with solid tumors. The need for mechanical ventilation, use of inotrope infusion, and coagulopathy were independent predictors of mortality. How to cite this article Bhosale SJ, Joshi M, Patil VP, Kothekar AT, Myatra SN, Divatia JV, et al. Epidemiology and Predictors of Hospital Outcomes of Critically Ill Pediatric Oncology Patients: A Retrospective Study. Indian J Crit Care Med 2021;25(10):1183–1188.
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Affiliation(s)
- Shilpushp J Bhosale
- Division of Critical Care Medicine, Department of Anaesthesia, Critical Care and Pain, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Malini Joshi
- Department of Anaesthesia, Critical Care and Pain, Tata Memorial Center, Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Vijaya P Patil
- Department of Anaesthesia, Critical Care and Pain, Tata Memorial Center, Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Amol T Kothekar
- Division of Critical Care Medicine, Department of Anaesthesia, Critical Care and Pain, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Sheila Nainan Myatra
- Division of Critical Care Medicine, Department of Anaesthesia, Critical Care and Pain, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Jigeeshu V Divatia
- Department of Anaesthesia, Critical Care and Pain, Tata Memorial Center, Homi Bhabha National Institute, Mumbai, Maharashtra, India
| | - Atul P Kulkarni
- Division of Critical Care Medicine, Department of Anaesthesia, Critical Care and Pain, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, Maharashtra, India
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Haddad TC, Zhao S, Li M, Patel SH, Johns A, Grogan M, Lopez G, Miah A, Wei L, Tinoco G, Riesenberg B, Li Z, Meara A, Bertino EM, Kendra K, Otterson G, Presley CJ, Owen DH. Immune checkpoint inhibitor-related thrombocytopenia: incidence, risk factors and effect on survival. Cancer Immunol Immunother 2021; 71:1157-1165. [PMID: 34618180 PMCID: PMC9015999 DOI: 10.1007/s00262-021-03068-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 09/24/2021] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Immune checkpoint inhibitors (ICI) are associated with unique immune-related adverse events (irAEs). Immune-related thrombocytopenia (irTCP) is an understudied and poorly understood toxicity; little data are available regarding either risk of irTCP or the effect of irTCP on clinical outcomes of patients treated with ICI. METHODS We conducted a retrospective review of sequential cancer patients treated with ICI between 2011 and 2017 at our institution. All patients who received ICI alone or in combination with other systemic therapy in any line of treatment were included; those with thrombocytopenia ≥ grade 3 at baseline were excluded. We calculated the incidence of ≥ grade 3 irTCP and overall survival (OS). Patient factors associated with irTCP were assessed. RESULTS We identified 1,038 patients that met eligibility criteria. Overall, 89 (8.6%) patients developed grade ≥ 3 thrombocytopenia; eighteen were attributed to ICI (1.73% overall). Patients who developed grade ≥ 3 irTCP had worse overall survival compared to those whose thrombocytopenia was unrelated to ICI (4.17 vs. 10.8 month; HR. 1.94, 95% CI 1.13, 3.33; log-rank p = 0.0164). Patients with grade ≥ 3 irTCP also had worse survival compared to those without thrombocytopenia (4.17 vs. 13.31 months; HR 2.22, 95% CI 1.36, 3.62; log-rank p = 0.001). The incidence of irTCP appeared lowest among those treated with PD-1/L1 monotherapy (p = 0.059) and was not associated with cancer type, smoking status, age, gender, race, or line of therapy. CONCLUSIONS Unlike other irAEs, we found that irTCP was associated with worse overall survival. The incidence of irTCP appeared lowest among those treated with PD-1/L1 monotherapy.
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Affiliation(s)
- Tyler C Haddad
- Division of Medical Oncology, Department of Internal Medicine , The Ohio State University - James Comprehensive Cancer Center, 1800 Cannon Drive, Suite 1335, Columbus, OH, 43210, USA
| | - Songzhu Zhao
- Center for Biostatistics, The Ohio State University - James Comprehensive Cancer Center, 1800 Cannon Drive, Suite 1335, Columbus, OH, 43210, USA
| | - Mingjia Li
- Division of Medical Oncology, Department of Internal Medicine , The Ohio State University - James Comprehensive Cancer Center, 1800 Cannon Drive, Suite 1335, Columbus, OH, 43210, USA
| | - Sandip H Patel
- Division of Medical Oncology, Department of Internal Medicine , The Ohio State University - James Comprehensive Cancer Center, 1800 Cannon Drive, Suite 1335, Columbus, OH, 43210, USA
| | - Andrew Johns
- Division of Medical Oncology, Department of Internal Medicine , The Ohio State University - James Comprehensive Cancer Center, 1800 Cannon Drive, Suite 1335, Columbus, OH, 43210, USA
| | - Madison Grogan
- Division of Medical Oncology, Department of Internal Medicine , The Ohio State University - James Comprehensive Cancer Center, 1800 Cannon Drive, Suite 1335, Columbus, OH, 43210, USA
| | - Gabriella Lopez
- Division of Medical Oncology, Department of Internal Medicine , The Ohio State University - James Comprehensive Cancer Center, 1800 Cannon Drive, Suite 1335, Columbus, OH, 43210, USA
| | - Abdul Miah
- Division of Medical Oncology, Department of Internal Medicine , The Ohio State University - James Comprehensive Cancer Center, 1800 Cannon Drive, Suite 1335, Columbus, OH, 43210, USA
| | - Lai Wei
- Center for Biostatistics, The Ohio State University - James Comprehensive Cancer Center, 1800 Cannon Drive, Suite 1335, Columbus, OH, 43210, USA
| | - Gabriel Tinoco
- Division of Medical Oncology, Department of Internal Medicine , The Ohio State University - James Comprehensive Cancer Center, 1800 Cannon Drive, Suite 1335, Columbus, OH, 43210, USA
| | - Brian Riesenberg
- Division of Medical Oncology, Department of Internal Medicine , The Ohio State University - James Comprehensive Cancer Center, 1800 Cannon Drive, Suite 1335, Columbus, OH, 43210, USA
| | - Zihai Li
- Division of Medical Oncology, Department of Internal Medicine , The Ohio State University - James Comprehensive Cancer Center, 1800 Cannon Drive, Suite 1335, Columbus, OH, 43210, USA
| | - Alexa Meara
- Division of Rheumatology and Immunology, The Ohio State University - James Comprehensive Cancer Center, 1800 Cannon Drive, Suite 1335, Columbus, OH, 43210, USA
| | - Erin M Bertino
- Division of Medical Oncology, Department of Internal Medicine , The Ohio State University - James Comprehensive Cancer Center, 1800 Cannon Drive, Suite 1335, Columbus, OH, 43210, USA
| | - Kari Kendra
- Division of Medical Oncology, Department of Internal Medicine , The Ohio State University - James Comprehensive Cancer Center, 1800 Cannon Drive, Suite 1335, Columbus, OH, 43210, USA
| | - Gregory Otterson
- Division of Medical Oncology, Department of Internal Medicine , The Ohio State University - James Comprehensive Cancer Center, 1800 Cannon Drive, Suite 1335, Columbus, OH, 43210, USA
| | - Carolyn J Presley
- Division of Medical Oncology, Department of Internal Medicine , The Ohio State University - James Comprehensive Cancer Center, 1800 Cannon Drive, Suite 1335, Columbus, OH, 43210, USA
| | - Dwight H Owen
- Division of Medical Oncology, Department of Internal Medicine , The Ohio State University - James Comprehensive Cancer Center, 1800 Cannon Drive, Suite 1335, Columbus, OH, 43210, USA.
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Blom T, Meinsma R, di Summa F, van den Akker E, van Kuilenburg ABP, Hansen M, Tytgat GAM. Thrombocytopenia after meta-iodobenzylguanidine (MIBG) therapy in neuroblastoma patients may be caused by selective MIBG uptake via the serotonin transporter located on megakaryocytes. EJNMMI Res 2021; 11:81. [PMID: 34424429 PMCID: PMC8382772 DOI: 10.1186/s13550-021-00823-5] [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] [Received: 06/20/2021] [Accepted: 08/11/2021] [Indexed: 11/10/2022] Open
Abstract
Background The therapeutic use of [131I]meta-iodobenzylguanidine ([131I]MIBG) is often accompanied by hematological toxicity, primarily consisting of severe and persistent thrombocytopenia. We hypothesize that this is caused by selective uptake of MIBG via the serotonin transporter (SERT) located on platelets and megakaryocytes. In this study, we have investigated whether in vitro cultured human megakaryocytes are capable of selective plasma membrane transport of MIBG and whether pharmacological intervention with selective serotonin reuptake inhibitors (SSRIs) may prevent this radiotoxic MIBG uptake. Methods Peripheral blood CD34+ cells were differentiated to human megakaryocytic cells using a standardized culture protocol. Prior to [3H]serotonin and [125I]MIBG uptake experiments, the differentiation status of megakaryocyte cultures was assessed by flow cytometry. Real-time quantitative polymerase chain reaction (RT-qPCR) was used to assess SERT and NET (norepinephrine transporter) mRNA expression. On day 10 of differentiation, [3H]serotonin and [125I]MIBG uptake assays were conducted. Part of the samples were co-incubated with the SSRI citalopram to assess SERT-specific uptake. HEK293 cells transfected with SERT, NET, and empty vector served as controls. Results In vitro cultured human megakaryocytes are capable of selective plasma membrane transport of MIBG. After 10 days of differentiation, megakaryocytic cell culture batches from three different hematopoietic stem and progenitor cell donors showed on average 9.2 ± 2.4 nmol of MIBG uptake per milligram protein per hour after incubation with 10–7 M MIBG (range: 6.6 ± 1.0 to 11.2 ± 1.0 nmol/mg/h). Co-incubation with the SSRI citalopram led to a significant reduction (30.1%—41.5%) in MIBG uptake, implying SERT-specific uptake of MIBG. A strong correlation between the number of mature megakaryocytes and SERT-specific MIBG uptake was observed. Conclusion Our study demonstrates that human megakaryocytes cultured in vitro are capable of MIBG uptake. Moreover, the SSRI citalopram selectively inhibits MIBG uptake via the serotonin transporter. The concomitant administration of citalopram to neuroblastoma patients during [131I]MIBG therapy might be a promising strategy to prevent the onset of thrombocytopenia. Supplementary Information The online version contains supplementary material available at 10.1186/s13550-021-00823-5.
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Affiliation(s)
- Thomas Blom
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS, Utrecht, The Netherlands. .,Department of Clinical Chemistry, Cancer Center Amsterdam, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam University Medical Centers, University of Amsterdam, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands.
| | - Rutger Meinsma
- Department of Clinical Chemistry, Cancer Center Amsterdam, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam University Medical Centers, University of Amsterdam, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
| | - Franca di Summa
- Department of Hematopoiesis, Sanquin Research and Landsteiner Laboratory, Amsterdam University Medical Centers, University of Amsterdam, Plesmanlaan 125, 1066 CX, Amsterdam, The Netherlands
| | - Emile van den Akker
- Department of Hematopoiesis, Sanquin Research and Landsteiner Laboratory, Amsterdam University Medical Centers, University of Amsterdam, Plesmanlaan 125, 1066 CX, Amsterdam, The Netherlands
| | - André B P van Kuilenburg
- Department of Clinical Chemistry, Cancer Center Amsterdam, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam University Medical Centers, University of Amsterdam, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
| | - Marten Hansen
- Department of Hematopoiesis, Sanquin Research and Landsteiner Laboratory, Amsterdam University Medical Centers, University of Amsterdam, Plesmanlaan 125, 1066 CX, Amsterdam, The Netherlands
| | - Godelieve A M Tytgat
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS, Utrecht, The Netherlands
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12
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Lieberman L, Liu Y, Barty R, Heddle NM. Platelet transfusion practice and platelet refractoriness for a cohort of pediatric oncology patients: A single-center study. Pediatr Blood Cancer 2020; 67:e28734. [PMID: 32975362 DOI: 10.1002/pbc.28734] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 08/14/2020] [Accepted: 09/04/2020] [Indexed: 01/19/2023]
Abstract
BACKGROUND Platelet transfusions are an essential aspect of supportive care for pediatric oncology patients. Data regarding the frequency of transfusions, pretransfusion thresholds, posttransfusion increments, and rate of platelet transfusion refractoriness (PTR) are lacking. STUDY OBJECTIVES (a) describe platelet transfusion practice for children with malignancy; (b) determine the normal platelet increment following platelet transfusion; and (c) assess rate of PTR. METHODS Inpatient pediatric oncology patients <18 years old and treated between 2009 and 2013 were identified. Data collected retrospectively included patient demographics, clinical information, laboratory values, and transfusion details. RESULTS Three hundred sixty-seven children were included and 144 (39%) received at least one platelet transfusion. Platelets were transfused during 25% of all inpatient admissions. The median number of platelet transfusion for any given inpatient admission was two (interquartile range [IQR]: 1-3). The median pretransfusion platelet count was 16 × 109 /L and posttransfusion increment was 25 × 109 /L. Most (79%) of the time, the pretransfusion platelet count was >10 × 109 /L. Older children who received ABO incompatible platelet transfusions with a longer storage duration were more likely to have a poor platelet response (increment ≤ 10 × 109 /L). The rate of PTR (immune and/or nonimmune) was low (8%; 11/144). CONCLUSIONS Practical information to parents and clinicians of newly diagnosed children regarding the likelihood and frequency of platelet transfusions was determined. The rate of PTR was low, supporting the hypothesis that children receiving leukoreduced products are at a low risk of PTR.
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Affiliation(s)
- Lani Lieberman
- Department of Clinical Pathology, University Health Network, Toronto, Ontario, Canada.,Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada.,Department of Laboratory Medicine and Molecular Diagnostics, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Yang Liu
- Department of Medicine and the McMaster Centre for Transfusion Research, McMaster University, Hamilton, Ontario, Canada
| | - Rebecca Barty
- Department of Medicine and the McMaster Centre for Transfusion Research, McMaster University, Hamilton, Ontario, Canada
| | - Nancy M Heddle
- Department of Medicine and the McMaster Centre for Transfusion Research, McMaster University, Hamilton, Ontario, Canada
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Mortazavi Farsani SS, Sadeghizadeh M, Gholampour MA, Safari Z, Najafi F. Nanocurcumin as a novel stimulator of megakaryopoiesis that ameliorates chemotherapy-induced thrombocytopenia in mice. Life Sci 2020; 256:117840. [PMID: 32450173 DOI: 10.1016/j.lfs.2020.117840] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2019] [Revised: 05/14/2020] [Accepted: 05/20/2020] [Indexed: 01/06/2023]
Abstract
AIMS Platelet production improvement can resolve concerns about the limitations of external platelet supply and platelet transfusion in thrombocytopenia patients. To this end, scientists encourage to induce the generation of megakaryocyte and platelet. Curcumin is a safe ingredient of turmeric that affects various cellular pathways. The effect of this component on platelet production has not been yet reported. MAIN METHODS Our in vitro experiments include the investigation of the effects of nanocurcumin on megakaryocytes production from K562 cells and hematopoietic stem cells via megakaryocyte markers expression, DNA content, ROS, and morphologic analysis, and CFC assay. The regulatory functions of MAPKs pathways were also determined. In the in vivo study tissue distribution of nanocurcumin was determined and two treatment schedules were used to evaluate the capability of nanocurcumin to prevent the occurrence of Busulfan-induced thrombocytopenia in the mouse model. KEY FINDING In vitro evidences demonstrated that nanocurcumin can induce MK production from K562 cells and hematopoietic stem cells. Inhibition of ERK1/2 and JNK pathways arrested this activity. In vivo experiments showed the uptake of nanocurcumin by tissues in mice. Administration of nanocurcumin could preserve bone marrow integrity and increase of the number of circulating platelets in the Busulfan-treated mice models. SIGNIFICANCE Our results have demonstrated that nanocurcumin administration can be useful for the improvement of megakaryocytes and platelet generation in vitro. This component may be exerting these beneficial effects on megakaryopoiesis by modulating ERK1/2 and JNK pathways. As well as nanocurcumin has the potential to prevent thrombocytopenia in chemotherapy threated mice.
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Affiliation(s)
| | - Majid Sadeghizadeh
- Department of Genetics, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran.
| | - Mohammad Ali Gholampour
- Department of Hematology, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Zohreh Safari
- Department of Genetics, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran
| | - Farhood Najafi
- Department of Resin and Additives, Institute for Color Science and Technology, Tehran, Iran
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14
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Interleukin 9 prevents immune thrombocytopenia in mice via JAK/STAT5 signaling. Exp Cell Res 2020; 388:111801. [DOI: 10.1016/j.yexcr.2019.111801] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Revised: 12/17/2019] [Accepted: 12/21/2019] [Indexed: 11/19/2022]
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15
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Liu Z, Wang Y, Yan J, Liu J, Chen B, Zhang L, Cheng L. Efficacy and safety of recombinant human interleukin-11 in the treatment of acute leukaemia patients with chemotherapy-induced thrombocytopenia: A systematic review and meta-analysis. J Eval Clin Pract 2020; 26:262-271. [PMID: 31222870 DOI: 10.1111/jep.13152] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Accepted: 04/03/2019] [Indexed: 12/26/2022]
Abstract
RATIONALE, AIMS, AND OBJECTIVES Current meta-analysis was conducted aiming to assess the efficacy and safety of recombinant human interleukin-11 (rhIL-11) in the treatment of acute leukaemia (AL) patients with chemotherapy-induced thrombocytopenia (CIT). METHODS We searched PubMed, Embase, Chinese National Knowledge Infrastructure database (CNKI), Cochrane Library, and Wan Fang Database on 4 July 2018. RESULTS Ten randomized controlled trials (RCTs) and two observational studies were included, which involved 754 AL patients with CIT. Pooled analysis demonstrated that rhIL-11 was beneficial on CIT: recovery time of platelet count to 50 × 109 /L [weight mean difference (WMD) = -4.19 days; 95% CI: -5.01, -3.37], recovery time of platelet count to 100 × 109 /L (WMD = -4.45 days; 95% CI: -4.85, -4.06), platelet transfusion volume (WMD = -6.14 U; 95% CI: -9.20, -3.09), and the rate of haemorrhage (RR = 0.46; 95% CI: 0.36 to 0.61). Most adverse events associated with rhIL-11 were mild to moderate. CONCLUSION Our findings suggest that rhIL-11 is effective and safe in the treatment of CIT in patients with AL.
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Affiliation(s)
- ZhiRong Liu
- Department of General Surgery, Chengdu Second People's Hospital, Chengdu, China
| | - Yaxuan Wang
- Department of Medical Imaging, Chengdu Medical College, Chengdu, China
| | - Jingxin Yan
- Department of Medical Imaging, Chengdu Medical College, Chengdu, China
| | - Junhong Liu
- Department of Clinical Medicine, Chengdu Medical College, Chengdu, China
| | - Bing Chen
- Department of Clinical Medicine, Chengdu Medical College, Chengdu, China
| | - LuShun Zhang
- Department of Pathology and Pathophysiology, Development, and Regeneration Key Laboratory of Sichuan Province, Department of Neurobiology, Collaborative Innovation Center of Sichuan for Elderly Care and Health, Chengdu Medical College, Chengdu, China
| | - Li Cheng
- School of Basic Medical Sciences, Chengdu Medical College, Chengdu, China
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Cruickshank A, Koury J. Novel approach to decrease platelet exposure in a pediatric Jehovah Witness patient. Pediatr Blood Cancer 2019; 66:e27956. [PMID: 31397040 DOI: 10.1002/pbc.27956] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2019] [Revised: 07/20/2019] [Accepted: 07/22/2019] [Indexed: 11/06/2022]
Affiliation(s)
- Amy Cruickshank
- The University of New Mexico Health Sciences Center, Albuquerque, New Mexico, 87106
| | - Jason Koury
- The University of New Mexico Hospital: Inpatient Pharmacy, Albuquerque, New Mexico, 87106
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Mutyaba I, Wabinga HR, Orem J, Casper C, Phipps W. Presentation and Outcomes of Childhood Cancer Patients at Uganda Cancer Institute. Glob Pediatr Health 2019; 6:2333794X19849749. [PMID: 31205984 PMCID: PMC6537233 DOI: 10.1177/2333794x19849749] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Revised: 04/13/2019] [Accepted: 04/15/2019] [Indexed: 12/04/2022] Open
Abstract
Introduction. Limited data suggest that children with cancer in sub-Saharan Africa have poor survival. We aimed to describe the presentation, treatment outcomes, and factors associated with survival among children with cancer managed at Uganda Cancer Institute. Methods. We retrospectively evaluated patients with childhood cancer (age ≤19 years) from Kyadondo County treated at Uganda Cancer Institute from 2006 to 2009. Cox's regression and Kaplan-Meier methods were used to study 1-year survival. Results. Among 310 patients studied, median age was 7 years (range = 0.25-19 years), 64% were boys, and 92% had histological confirmation of cancer diagnosis. The commonest diagnoses were Burkitt lymphoma (BL, N = 87), Kaposi sarcoma (KS, N = 68), non-BL non-Hodgkin lymphoma (NHL, N = 32), acute lymphoblastic leukemia (ALL, N = 28), Wilms (N = 28), and Hodgkin disease (HD, N = 20). Advanced disease at diagnosis was common for all cancers (ranging from 45% for KS to 83% for non-BL NHL). Overall, 33.2% abandoned treatment. One-year survival was 68% for HD (95% confidence interval [CI] = 11.3-40.6), 67% for KS (95% CI = 52.1-77.9), 55% for BL (95% CI = 42-66.9), 44% for Wilms (95% CI = 22.5-63), 43% for non-BL NHL (95% CI = 23.3-61.3), and 20% for ALL (95% CI = 6.4-38.7). In univariate and multivariate analysis, anemia and thrombocytopenia were associated with mortality for several cancers. Conclusion. Survival among children with cancer in Uganda is poor. Advanced stage disease and loss to follow-up likely contribute to poor outcomes. Anemia and thrombocytopenia may augment traditional staging methods to provide better prognostic factors in Uganda and warrant further evaluation.
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Affiliation(s)
- Innocent Mutyaba
- Uganda Cancer Institute, Kampala,
Uganda
- Makerere University College of Health
Sciences, Kampala, Uganda
| | | | - Jackson Orem
- Uganda Cancer Institute, Kampala,
Uganda
- Makerere University College of Health
Sciences, Kampala, Uganda
| | - Corey Casper
- Infectious Disease Research Institute,
Seattle, WA, USA
- Fred Hutchinson Cancer Research Center,
Seattle, WA, USA
- University of Washington, Seattle, WA,
USA
| | - Warren Phipps
- Fred Hutchinson Cancer Research Center,
Seattle, WA, USA
- University of Washington, Seattle, WA,
USA
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Efficacy and Safety of Recombinant Activated Factor VII Off-label Use in a Pediatric Hematology/Oncology Cohort. J Pediatr Hematol Oncol 2019; 41:e72-e78. [PMID: 30608491 DOI: 10.1097/mph.0000000000001379] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
BACKGROUND Recombinant activated factor VII (rFVIIa) has been used off-label to treat or prevent severe bleeding in patients for whom conventional treatments are unsuccessful. However, studies in children remain limited. PROCEDURE To examine the efficacy and safety of rFVIIa, we performed a retrospective analysis of rFVIIa off-label use in a pediatric hematology/oncology cohort at a single center from 2006 to 2014. RESULTS Of 58 patients identified, 46 (79.3%) received rFVIIa to treat bleeding and 12 (20.7%) to prevent bleeding. Thirty-three (71.7%) patients had life-threatening bleeding. In the treatment group, 63.0% patients were responders (ie, bleeding decreased or stopped) and 37.0% were nonresponders (ie, bleeding did not change). Blood products usage was similar between responders and nonresponders. After rFVIIa administration, prothrombin time, partial thromboplastin time and lactate were significantly lower, but fibrinogen was significantly higher in responders than nonresponders. Venous thromboembolism developed in 5.2% (3/58) patients, but its relation to rFVIIa remains unclear. Responders had significantly lower mortality than nonresponders (17.2% vs. 82.4%, P<0.0001). CONCLUSIONS rFVIIa controlled most bleeding events in this cohort, despite predominance of life-threatening bleeding, suggesting good efficacy. Venous thromboembolism rate was low. Further studies are warranted to identify predictors of favorable response to rFVIIa in similar patients.
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Weycker D, Hatfield M, Grossman A, Hanau A, Lonshteyn A, Sharma A, Chandler D. Risk and consequences of chemotherapy-induced thrombocytopenia in US clinical practice. BMC Cancer 2019; 19:151. [PMID: 30764783 PMCID: PMC6376753 DOI: 10.1186/s12885-019-5354-5] [Citation(s) in RCA: 70] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Accepted: 02/05/2019] [Indexed: 11/16/2022] Open
Abstract
Background Chemotherapy-induced thrombocytopenia (CIT) is a potentially serious complication that can lead to chemotherapy dose delays, dose reductions, or discontinuation, and increases the risk of serious bleeding events. The objectives of this study were to characterize the incidence, clinical consequences, and economic costs of CIT in current US clinical practice. Methods A retrospective cohort design and data from two US private healthcare claims repositories (01/2010–12/2016) were employed. Study population comprised adults who received selected myelosuppressive chemotherapy regimens for solid tumors or non-Hodgkin’s lymphoma. CIT was identified based on: diagnosis code for thrombocytopenia or bleeding; procedure code for platelet transfusion or bleeding control; or drug code for thrombopoietin-receptor agonist. Incidence of CIT was evaluated during the chemotherapy course (max. no. cycles = 8), and associated consequences and costs (2016US$) were evaluated during the cycle of the CIT episode. Results Among 215,508 cancer chemotherapy patients, CIT incidence during the course (mean no. cycles = 4.6) was 9.7% (95% CI: 9.6–9.8), and ranged from 6.1% (5.9–6.3) for regimens containing cyclophosphamide to 13.5% (12.7–14.3) for regimens containing gemcitabine; among all patients, incidence was 2.7% (2.6–2.8) in cycle 1, 2.7% (2.6–2.8) in cycle 2, and 2.9% (2.9–3.0) in cycles thereafter. One-third of CIT episodes were managed in hospital, and for the subset of patients hospitalized with a first-listed diagnosis of CIT, mean length of stay was 4.6 (4.4–5.0) days and mean cost of inpatient care was $36,448 (32,332-41,331). Across cycles with CIT, mean cost of CIT-related care was $2179 (2029-2329), comprising $1024 (881–1167) for inpatient care and $1153 (1119-1187) for outpatient care. Conclusions In this retrospective evaluation of cancer chemotherapy patients, CIT incidence was high, especially among patients receiving gemcitabine-based regimens, and the costs of CIT-related care were substantial. Accordingly, interventions aimed at identifying and targeting high-risk patients for preventative measures may yield substantial clinical and economic benefits. Electronic supplementary material The online version of this article (10.1186/s12885-019-5354-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Derek Weycker
- Policy Analysis Inc. (PAI), Four Davis Court, Brookline, MA, 02445, USA.
| | | | - Aaron Grossman
- Policy Analysis Inc. (PAI), Four Davis Court, Brookline, MA, 02445, USA
| | - Ahuva Hanau
- Policy Analysis Inc. (PAI), Four Davis Court, Brookline, MA, 02445, USA
| | - Alex Lonshteyn
- Policy Analysis Inc. (PAI), Four Davis Court, Brookline, MA, 02445, USA
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Whole-Body Vibration Training Designed to Improve Functional Impairments After Pediatric Inpatient Anticancer Therapy: A Pilot Study. Pediatr Phys Ther 2018; 30:341-349. [PMID: 30277971 DOI: 10.1097/pep.0000000000000536] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
PURPOSE To assess a whole-body vibration (WBV) intervention for children after cancer treatment. METHODS Eleven children after inpatient anticancer therapy participated in a 12-week supervised WBV intervention, which consisted of one 9- to 13-minute WBV session per week, with 5 to 9 minutes' overall vibration time. Feasibility was defined as the ability to participate in WBV training without reporting adverse events. The number of offered and completed training sessions, program acceptance, and measures of function were assessed. RESULTS Nine participants completed the WBV intervention without any WBV-related adverse events. The adherence rate was 87.96%. Only minor side effects were reported and there was general program acceptance. We found indications that WBV has positive effects on knee extensor strength and active ankle dorsiflexion range of motion. CONCLUSIONS WBV was feasible, safe, and well received among children after inpatient anticancer therapy. No health deteriorations were observed. Positive effects need to be confirmed in future trials.
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Bumrungpert A, Pavadhgul P, Nunthanawanich P, Sirikanchanarod A, Adulbhan A. Whey Protein Supplementation Improves Nutritional Status, Glutathione Levels, and Immune Function in Cancer Patients: A Randomized, Double-Blind Controlled Trial. J Med Food 2018; 21:612-616. [PMID: 29565716 DOI: 10.1089/jmf.2017.4080] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Clinical side effects from medical therapy play an important role in causing malnutrition among cancer patients. Whey protein isolates (WPIs) have the potential to improve the nutritional status of cancer patients. The present study determined the effects of whey protein supplementation on nutritional status, glutathione (GSH) levels, immunity, and inflammatory markers in cancer patients in Thailand. A total of 42 cancer patients (41-63 years old) who received intravenous chemotherapy were randomized in a double-blind controlled trial at the National Cancer Institute in Thailand. Patients received 40 g of WPI plus zinc and selenium (intervention group, n = 23) or a maltodextrin oral snack (control group, n = 19) every day during the daytime for 12 weeks. Nutritional status, GSH levels, immunity, and inflammatory markers were assessed at baseline, 6, and 12 weeks. Whey protein supplementation significantly increased albumin (2.9%) and immunoglobulin G (4.8%) levels compared to the control group at week 12. Controls showed a significantly lower percent change in GSH levels (6.0%), whereas there was a significant time-dependent increase in the intervention group (11.7%). Whey protein supplementation improved nutrition status scores in the intervention group compared to the control. These data indicate that whey protein supplementation can increase GSH levels and improve nutritional status and immunity in cancer patients undergoing chemotherapy. These results will facilitate implementation of malnutrition risk prevention strategies and improve protein status, including immune function, during chemotherapy.
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Affiliation(s)
- Akkarach Bumrungpert
- 1 Department of Nutrition, Faculty of Public Health, Mahidol University , Bangkok, Thailand
| | - Patcharanee Pavadhgul
- 1 Department of Nutrition, Faculty of Public Health, Mahidol University , Bangkok, Thailand
| | | | | | - Araya Adulbhan
- 2 Department of Chemotherapy, National Cancer Institute , Bangkok, Thailand
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Jacobson AE, Shah N, Setty BA. Romiplostim for therapy-related thrombocytopenia in pediatric malignancies. Pediatr Blood Cancer 2017; 64. [PMID: 28150377 DOI: 10.1002/pbc.26473] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2016] [Revised: 12/29/2016] [Accepted: 01/06/2017] [Indexed: 11/09/2022]
Abstract
Therapy-related thrombocytopenia (TRT), due to chemotherapy and/or radiation therapy, is common with pediatric cancer treatments, and it can result in dose reductions and therapy delays. Romiplostim, a thrombopoietin mimetic, is efficacious as a second-line treatment for immune thrombocytopenia in children and for TRT in adult cancer patients. However, there are no data for its use for TRT in children. We report a case series of five children treated for solid tumors where romiplostim was used without adverse effects to successfully resolve and prevent therapy-limiting refractory TRT. Prospective studies on this use of romiplostim are warranted.
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Affiliation(s)
- Amanda E Jacobson
- Division of Pediatric Hematology/Oncology/BMT, Nationwide Children's Hospital, Columbus, Ohio.,Department of Pediatrics, Ohio State University College of Medicine, Columbus, Ohio
| | - Nilay Shah
- Division of Pediatric Hematology/Oncology/BMT, Nationwide Children's Hospital, Columbus, Ohio.,Department of Pediatrics, Ohio State University College of Medicine, Columbus, Ohio
| | - Bhuvana A Setty
- Division of Pediatric Hematology/Oncology/BMT, Nationwide Children's Hospital, Columbus, Ohio.,Department of Pediatrics, Ohio State University College of Medicine, Columbus, Ohio
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Osteoblasts support megakaryopoiesis through production of interleukin-9. Blood 2017; 129:3196-3209. [DOI: 10.1182/blood-2016-11-749838] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2016] [Accepted: 04/19/2017] [Indexed: 12/16/2022] Open
Abstract
Key Points
Osteoblast-produced IL-9 supports megakaryopoiesis and platelet formation. IL-9 is a promising therapeutic agent for treatment of thrombocytopenia.
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