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Han HJ, Kim M, Lee J, Suh HS. The Risk of Venous Thromboembolism and Ischemic Stroke Stratified by VTE Risk Following Multiple Myeloma: A Korean Population-Based Cohort Study. J Clin Med 2024; 13:2829. [PMID: 38792371 PMCID: PMC11121838 DOI: 10.3390/jcm13102829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2024] [Revised: 04/23/2024] [Accepted: 05/09/2024] [Indexed: 05/26/2024] Open
Abstract
Background: Multiple myeloma (MM) is associated with high morbidity and mortality, with elevated rates of arterial thrombosis and venous thromboembolism (VTE) and ischemic stroke (IS). We aimed to estimate the incidence of VTE and IS categorized by the VTE risk grade among individuals with MM in Korea. Additionally, we explored the potential of the IMPEDE VTE score as a tool for assessing IS risk in patients with MM. Methods: This retrospective cohort study comprised 37,168 individuals aged ≥ 18 years newly diagnosed with MM between January 2008 and December 2021 using the representative claims database of the Korean population. The risk of the incidence of VTE and IS within 6 months after MM diagnosis was stratified based on high-risk (IMPEDE VTE score ≥ 8) and low-risk (<8) categories. The hazard ratios (HRs) were estimated using Cox proportional hazard models. Results: The VTE incidence was 120.4 per 1000 person-years and IS incidence was 149.3 per 1000 person-years. Statistically significant differences were observed in the cumulative incidence rates of VTE between groups with high and low VTE scores (p < 0.001) and between individuals aged ≤ 65 years (p < 0.001) and those with a Charlson comorbidity index (CCI) ≥ 3 compared to lower scores (p < 0.001). Additionally, the cumulative incidence rate of IS differed significantly across all groups (p < 0.001). The HR for the high-risk group in VTE and IS occurrence was 1.59 (95% CI, 1.26-2.00) and 3.47 (95% CI, 2.99-4.02), respectively. Conclusions: It is important to screen and manage high-risk groups for the early development of VTE or IS in patients with newly diagnosed MM.
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Affiliation(s)
- Hyun Jin Han
- Department of Regulatory Science, Graduate School, Kyung Hee University, Seoul 02447, Republic of Korea; (H.J.H.); (J.L.)
- Institute of Regulatory Innovation through Science, Kyung Hee University, Seoul 02447, Republic of Korea;
| | - Miryoung Kim
- Institute of Regulatory Innovation through Science, Kyung Hee University, Seoul 02447, Republic of Korea;
- College of Pharmacy, Pusan National University, Busan 46241, Republic of Korea
| | - Jiyeon Lee
- Department of Regulatory Science, Graduate School, Kyung Hee University, Seoul 02447, Republic of Korea; (H.J.H.); (J.L.)
- Institute of Regulatory Innovation through Science, Kyung Hee University, Seoul 02447, Republic of Korea;
| | - Hae Sun Suh
- Department of Regulatory Science, Graduate School, Kyung Hee University, Seoul 02447, Republic of Korea; (H.J.H.); (J.L.)
- Institute of Regulatory Innovation through Science, Kyung Hee University, Seoul 02447, Republic of Korea;
- College of Pharmacy, Kyung Hee University, Seoul 02447, Republic of Korea
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Lan F, Liu T, Guan C, Lin Y, Lin Z, Zhang H, Qi X, Chen X, Huang J. Nomogram for Risk of Secondary Venous Thromboembolism in Stroke Patients: A Study Based on the MIMIC-IV Database. Clin Appl Thromb Hemost 2024; 30:10760296241254104. [PMID: 38772566 PMCID: PMC11110519 DOI: 10.1177/10760296241254104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 04/03/2024] [Accepted: 04/22/2024] [Indexed: 05/23/2024] Open
Abstract
This study aims to identify risk factors for secondary venous thromboembolism (VTE) in stroke patients and establish a nomogram, an accurate predictor of probability of VTE occurrence during hospitalization in stroke patients. Medical Information Mart for Intensive Care IV (MIMIC-IV) database of critical care medicine was utilized to retrieve information of stroke patients admitted to the hospital between 2008 and 2019. Patients were randomly allocated into train set and test set at 7:3. Univariate and multivariate logistic regression analyses were used to identify independent risk factors for secondary VTE in stroke patients. A predictive nomogram model was constructed, and the predictive ability of the nomogram was evaluated using receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA). This study included 266 stroke patients, with 26 patients suffering secondary VTE after stroke. A nomogram for predicting risk of secondary VTE in stroke patients was built according to pulmonary infection, partial thromboplastin time (PTT), log-formed D-dimer, and mean corpuscular hemoglobin (MCH). Area under the curve (AUC) of the predictive model nomogram was 0.880 and 0.878 in the train and test sets, respectively. The calibration curve was near the diagonal, and DCA curve presented positive net benefit. This indicates the model's good predictive performance and clinical utility. The nomogram effectively predicts the risk probability of secondary VTE in stroke patients, aiding clinicians in early identification and personalized treatment of stroke patients at risk of developing secondary VTE.
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Affiliation(s)
- Folin Lan
- Department of Neurosurgery, Longyan First Affiliated Hospital of Fujian Medical University, Fujian, China
| | - Tianqing Liu
- Department of Neurosurgery, Longyan First Affiliated Hospital of Fujian Medical University, Fujian, China
| | - Celin Guan
- Department of Neurosurgery, Longyan First Affiliated Hospital of Fujian Medical University, Fujian, China
| | - Yufen Lin
- Department of Neurosurgery, Longyan First Affiliated Hospital of Fujian Medical University, Fujian, China
| | - Zhiqin Lin
- Department of Neurosurgery, Longyan First Affiliated Hospital of Fujian Medical University, Fujian, China
| | - Huawei Zhang
- Department of Neurosurgery, Longyan First Affiliated Hospital of Fujian Medical University, Fujian, China
| | - Xiaolong Qi
- Department of Neurosurgery, Longyan First Affiliated Hospital of Fujian Medical University, Fujian, China
| | - Xiaomei Chen
- Department of Neurosurgery, Longyan First Affiliated Hospital of Fujian Medical University, Fujian, China
| | - Junlong Huang
- Department of Neurosurgery, Longyan First Affiliated Hospital of Fujian Medical University, Fujian, China
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Tavares V, Assis J, Pinto R, Freitas-Silva M, Medeiros R. Venous thromboembolism-related genetic determinant F11 rs4253417 is a potential prognostic factor in ischaemic stroke. Mol Cell Probes 2023; 70:101917. [PMID: 37364690 DOI: 10.1016/j.mcp.2023.101917] [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: 10/09/2022] [Revised: 06/23/2023] [Accepted: 06/24/2023] [Indexed: 06/28/2023]
Abstract
Ischaemic stroke (IS) and venous thromboembolism (VTE) are two forms of thromboembolism that, although distinct, seem to share numerous risk factors. Concerning genetic risk factors, while many VTE genetic markers have been reported, inclusively by genome-wide association studies (GWAS), the identification and validation of genetic determinants underlying IS pathogenesis have been challenging. Considering that IS and VTE shared biological pathways and aetiological factors, the severity of IS might be also influenced by VTE-related genetic variants. Thus, the present study was designed to analyse the impact of six VTE GWAS-identified genetic variants on the clinical outcome of 363 acute IS patients. Results revealed that the single-nucleotide polymorphism (SNP) F11 rs4253417 was an independent predictor of the 5-year risk of death among patients with total anterior circulation infarct (TACI). Namely, the ones carrying the SNP C allele presented a fourfold increase in the 5-year risk of death compared to TT genotype carriers (CC/CT vs. TT; adjusted HR, 4.240; 95% CI, 1.260-14.270; P = 0.020). This SNP is known to be associated with coagulation factor XI (FXI) levels, thus with implications in haemostasis and inflammation. As such, F11 rs4253417 might be a promising prognostic biomarker among TACI patients to aid in clinical decision-making. However, additional investigation is required to confirm the study's results and dissect the underlying mechanisms.
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Affiliation(s)
- Valéria Tavares
- Molecular Oncology and Viral Pathology Group, Research Center of IPO Porto (CI-IPOP), Pathology and Laboratory Medicine Dep., Clinical Pathology SV, RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto), Porto Comprehensive Cancer Center (Porto.CCC), 4200-072, Porto, Portugal; ICBAS, Abel Salazar Institute for the Biomedical Sciences, 4050-313, Porto, Portugal; FMUP, Faculty of Medicine, University of Porto, 4200-072, Porto, Portugal
| | - Joana Assis
- Clinical Research Unit, Research Center of IPO Porto (CI-IPOP), RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto), Porto Comprehensive Cancer Center (Porto.CCC), 4200-072, Porto, Portugal
| | - Ricardo Pinto
- Molecular Oncology and Viral Pathology Group, Research Center of IPO Porto (CI-IPOP), Pathology and Laboratory Medicine Dep., Clinical Pathology SV, RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto), Porto Comprehensive Cancer Center (Porto.CCC), 4200-072, Porto, Portugal
| | - Margarida Freitas-Silva
- FMUP, Faculty of Medicine, University of Porto, 4200-072, Porto, Portugal; Department of Medicine, Centro Hospitalar São João, Porto, Portugal
| | - Rui Medeiros
- Molecular Oncology and Viral Pathology Group, Research Center of IPO Porto (CI-IPOP), Pathology and Laboratory Medicine Dep., Clinical Pathology SV, RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto), Porto Comprehensive Cancer Center (Porto.CCC), 4200-072, Porto, Portugal; ICBAS, Abel Salazar Institute for the Biomedical Sciences, 4050-313, Porto, Portugal; FMUP, Faculty of Medicine, University of Porto, 4200-072, Porto, Portugal; Research Department, Portuguese League Against Cancer (NRNorte), 4200-172, Porto, Portugal; CEBIMED, Faculty of Health Sciences, Fernando Pessoa University, 4200-150, Porto, Portugal.
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Wang X, Jiang Z, Li Y, Gao K, Gao Y, He X, Zhou H, Zheng W. Prevalence of preoperative Deep Venous Thrombosis (DVT) following elderly intertrochanteric fractures and development of a risk prediction model. BMC Musculoskelet Disord 2022; 23:417. [PMID: 35509097 PMCID: PMC9065244 DOI: 10.1186/s12891-022-05381-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 04/15/2022] [Indexed: 01/01/2023] Open
Abstract
Background This study aimed to investigate the prevalence of preoperative deep venous thrombosis (DVT) following intertrochanteric fractures in the elderly and identify the associated factors, based on which a risk prediction model was developed. Method This was a retrospective single-center study of elderly patients presenting with intertrochanteric fractures between our institution between January 2017 and December 2020. Patients' duplex ultrasound (DUS) or venography results were retrieved to evaluate whether they had a preoperative deep venous thrombosis (DVT) of bilateral extremities, whereby patients were dichotomized. Various variables of interest on demographics, comorbidities, injury and biomarkers were extracted and their relationship between DVT were investigated. Statistically significant variables tested in multivariate logistics regression analyses were used to develop a risk prediction model. Results There were 855 patients eligible to be included in this study, and 105 were found to have preoperative DVT, with a prevalence rate of 12.3%. Ten factors were tested as significantly different and 2 marginally significant between DVT and non-DVT groups in the univariate analyses, but only 6 demonstrated the independent effect on DVT occurrence, including history of a VTE event (OR, 4.43; 95%CI, 2.04 to 9.62), time from injury to DVT screening (OR, 1.19; 95%CI, 1.13 to 1.25), BMI (OR, 1.11; 95%CI, 1.04–1.18), peripheral vascular disease (OR, 2.66; 95%CI, 1.10 to 6.40), reduced albumin (2.35; 95%CI, 1.48 to 3.71) and D-Dimer > 1.0 mg/L(OR, 1.90; 95%CI, 1.13 to 3.20). The DVT risk model showed an AUC of 0.780 (95%CI, 0.731 to 0.829), with a sensitivity of 0.667 and a specificity of 0.777. Conclusion Despite without a so high prevalence rate of DVT in a general population with intertrochanteric fracture, particular attention should be paid to those involved in the associated risk factors above. The risk prediction model exhibited the improved specificity, but its validity required further studies to verify.
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Affiliation(s)
- Xiaofei Wang
- Department of Traditional Chinese Medicine Orthopaedics, the 3Rd Hospital of Shijiazhuang, NO.15 Tiyu South Street, Shijiazhuang, 050000, Hebei, People's Republic of China
| | - Zhen Jiang
- Department of Traditional Chinese Medicine Orthopaedics, the 3Rd Hospital of Shijiazhuang, NO.15 Tiyu South Street, Shijiazhuang, 050000, Hebei, People's Republic of China
| | - Yufu Li
- Department of Traditional Chinese Medicine Orthopaedics, the 3Rd Hospital of Shijiazhuang, NO.15 Tiyu South Street, Shijiazhuang, 050000, Hebei, People's Republic of China
| | - Kai Gao
- Department of Traditional Chinese Medicine Orthopaedics, the 3Rd Hospital of Shijiazhuang, NO.15 Tiyu South Street, Shijiazhuang, 050000, Hebei, People's Republic of China
| | - Yang Gao
- Department of Traditional Chinese Medicine Orthopaedics, the 3Rd Hospital of Shijiazhuang, NO.15 Tiyu South Street, Shijiazhuang, 050000, Hebei, People's Republic of China
| | - Xiaoli He
- Department of Traditional Chinese Medicine Orthopaedics, the 3Rd Hospital of Shijiazhuang, NO.15 Tiyu South Street, Shijiazhuang, 050000, Hebei, People's Republic of China
| | - Hongyan Zhou
- Department of Nursing, the 3Rd Hospital of Shijiazhuang, Shijiazhuang, 050000, Hebei, People's Republic of China
| | - Wei Zheng
- Department of Traditional Chinese Medicine Orthopaedics, the 3Rd Hospital of Shijiazhuang, NO.15 Tiyu South Street, Shijiazhuang, 050000, Hebei, People's Republic of China.
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Stroke revealing pancreatic cancer. JOURNAL DE MÉDECINE VASCULAIRE 2020; 45:347-350. [PMID: 33248538 DOI: 10.1016/j.jdmv.2020.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Accepted: 08/06/2020] [Indexed: 11/22/2022]
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Pastori D, Menichelli D, Bucci T, Violi F, Pignatelli P. Cancer‐specific ischemic complications in elderly patients with atrial fibrillation: Data from the prospective
ATHERO‐AF
study. Int J Cancer 2020; 147:3424-3430. [DOI: 10.1002/ijc.33179] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Revised: 06/17/2020] [Accepted: 06/18/2020] [Indexed: 12/29/2022]
Affiliation(s)
- Daniele Pastori
- Department of Clinical, Internal, Anesthesiologic, and Cardiovascular Sciences Sapienza University of Rome Rome Italy
| | - Danilo Menichelli
- Department of Clinical, Internal, Anesthesiologic, and Cardiovascular Sciences Sapienza University of Rome Rome Italy
| | - Tommaso Bucci
- Division of Allergy and Clinical Immunology, Department of Medicine University of Salerno Salerno Italy
| | - Francesco Violi
- Department of Clinical, Internal, Anesthesiologic, and Cardiovascular Sciences Sapienza University of Rome Rome Italy
- Mediterranea Cardiocentro Naples Italy
| | - Pasquale Pignatelli
- Department of Clinical, Internal, Anesthesiologic, and Cardiovascular Sciences Sapienza University of Rome Rome Italy
- Mediterranea Cardiocentro Naples Italy
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Kwon SW, Meng WJ, Lee HI, Kim DY, Pyun SB. Incidence and Clinical Characteristics of Ischemic Stroke Patients with Underlying Cancer. BRAIN & NEUROREHABILITATION 2019. [DOI: 10.12786/bn.2019.12.e9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Affiliation(s)
- Soon Woo Kwon
- Department of Physical Medicine and Rehabilitation, Korea University Medical Center, Seoul, Korea
| | - Won Jun Meng
- Department of Physical Medicine and Rehabilitation, Korea University Medical Center, Seoul, Korea
| | - Hae in Lee
- Department of Physical Medicine and Rehabilitation, Korea University Medical Center, Seoul, Korea
| | - Doo Young Kim
- Department of Physical Medicine and Rehabilitation, Catholic Kwandong University International St. Mary's Hospital, Incheon, Korea
| | - Sung-Bom Pyun
- Department of Physical Medicine and Rehabilitation, Korea University Medical Center, Seoul, Korea
- Brain Convergence Research Center, Korea University, Seoul, Korea
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