1
|
Ma J, Tian M, Zhu Y, Hu J, Zhang Y, Li X. Development and validation of a predictive model for preoperative deep vein thrombosis following traumatic thoracolumbar fractures. Sci Rep 2024; 14:19547. [PMID: 39174790 PMCID: PMC11341695 DOI: 10.1038/s41598-024-70464-w] [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: 06/11/2023] [Accepted: 08/16/2024] [Indexed: 08/24/2024] Open
Abstract
Although a sequential work-up for deep vein thrombosis has reached agreement worldwide, the mysterious nature of DVT following fractures brings challenges to early diagnosis and intervention. The objective of the present study was to develop and validate a nomogram for predicting preoperative DVT risk in patients with thoracolumbar fractures using readily available clinical data. Of the 1350 patients, 930 were randomly assigned to the training cohort. A prediction model was established and visualized as a nomogram based on eight predictors related to preoperative DVT. The performance of the model was tested by the receiver operating characteristic curve, Hosmer-Lemeshow test, calibration curve, and decision curve analysis. We further verified the model in the validation cohort. The AUCs of the prediction model were 0.876 and 0.853 in training and validation cohorts, respectively. The Hosmer-Lemeshow test demonstrated good fitness in the training set (X2 = 5.913, P = 0.749) and the validation set (X2 = 9.460, P = 0.396). Calibration and decision curve analyses performed well in training and validation sets. In short, we developed a prediction model for preoperative DVT risk in patients with thoracolumbar fractures and verified its accuracy and clinical utility.
Collapse
Affiliation(s)
- Jiangtao Ma
- Department of Orthopaedic Surgery, Hebei Medical University Third Hospital, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Miao Tian
- Department of Orthopaedic Surgery, Hebei Medical University Third Hospital, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Yanbin Zhu
- Department of Orthopaedic Surgery, Hebei Medical University Third Hospital, Shijiazhuang, 050051, Hebei, People's Republic of China
- Orthopaedic Institution of Hebei Province, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Jinglve Hu
- Department of Orthopaedic Surgery, Hebei Medical University Third Hospital, Shijiazhuang, 050051, Hebei, People's Republic of China
- Orthopaedic Institution of Hebei Province, Shijiazhuang, 050051, Hebei, People's Republic of China
- Hebei Orthopaedic Clinical Research Center, Hebei Medical University Third Hospital, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Yingze Zhang
- Department of Orthopaedic Surgery, Hebei Medical University Third Hospital, Shijiazhuang, 050051, Hebei, People's Republic of China.
- Orthopaedic Institution of Hebei Province, Shijiazhuang, 050051, Hebei, People's Republic of China.
- Hebei Orthopaedic Clinical Research Center, Hebei Medical University Third Hospital, Shijiazhuang, 050051, Hebei, People's Republic of China.
- Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, 050051, Hebei, People's Republic of China.
- Chinese Academy of Engineering, Beijing, 100088, People's Republic of China.
- NHC Key Laboratory of Intelligent Orthopaedic Equipment, Hebei Medical University Third Hospital, Shijiazhuang, 050051, Hebei, People's Republic of China.
| | - Xiuting Li
- Department of Orthopaedic Surgery, Hebei Medical University Third Hospital, Shijiazhuang, 050051, Hebei, People's Republic of China.
| |
Collapse
|
2
|
Guo H, Li C, Wu H, Ma M, Zhu R, Wang M, Yang B, Pan N, Zhu Y, Wang J. Low-density lipoprotein cholesterol-to-lymphocyte count ratio (LLR) is a promising novel predictor of postoperative new-onset deep vein thrombosis following open wedge high tibial osteotomy: a propensity score-matched analysis. Thromb J 2024; 22:64. [PMID: 39014396 PMCID: PMC11250942 DOI: 10.1186/s12959-024-00635-2] [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: 03/20/2024] [Accepted: 07/04/2024] [Indexed: 07/18/2024] Open
Abstract
BACKGROUND The association of low-density lipoprotein cholesterol (LDL-C) and lymphocyte counts with the development of deep vein thrombosis (DVT) has been demonstrated in many fields but remains lacking in open wedge high tibial osteotomy (OWHTO). This study aimed to assess the predictive value of LDL-C to lymphocyte count ratio (LLR) in screening for postoperative new-onset DVT. METHODS Clinical data were retrospectively collected from patients who underwent OWHTO between June 2018 and May 2023. The limited restricted cubic spline (RCS) was conducted to evaluate the nonlinear relationship between LLR and the risk of postoperative new-onset DVT. The receiver operating characteristic (ROC) curves were plotted and the predictive value of biomarkers was assessed. After adjusting for intergroup confounders by propensity score matching, the univariate logistic regression was applied to assess the association between LLR and DVT. RESULTS 1293 eligible patients were included. RCS analysis showed a linear positive correlation between LLR and the risk of DVT (P for overall = 0.008). We identified LLR had an area under the curve of 0.607, accuracy of 74.3%, sensitivity of 38.5%, and specificity of 80.7%, and LLR > 1.75 was independently associated with a 1.45-fold risk of DVT (95% CI: 1.01-2.08, P = 0.045). Furthermore, significant heterogeneities were observed in the subgroups of age, BMI, diabetes mellitus, hypertension, Kellgren-Lawrence grade, the American Society of Anesthesiologists (ASA) score, and intraoperative osteotomy correction size. CONCLUSION LLR is a valuable biomarker for predicting postoperative new-onset DVT in patients with OWHTO, and routine screening is expected to yield positive benefits.
Collapse
Affiliation(s)
- Haichuan Guo
- Department of Orthopedic Surgery, the 3rd Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, Hebei, 050051, People's Republic of China
| | - Chengsi Li
- Department of Orthopedic Surgery, the 3rd Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, Hebei, 050051, People's Republic of China
| | - Hao Wu
- Department of Information Engineering, Shijiazhuang College of Applied Technology, Hebei, 050086, People's Republic of China
| | - Meixin Ma
- College of Letters & Science, University of California, Berkeley, Berkeley, CA, 94720, USA
| | - Ruoxuan Zhu
- Department of Orthopedic Surgery, the 3rd Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, Hebei, 050051, People's Republic of China
| | - Maolin Wang
- Department of Orthopedic Surgery, the 3rd Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, Hebei, 050051, People's Republic of China
| | - Bin Yang
- Department of Orthopedic Surgery, the 3rd Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, Hebei, 050051, People's Republic of China
| | - Naihao Pan
- Department of Orthopedic Surgery, the 3rd Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, Hebei, 050051, People's Republic of China
| | - Yanbin Zhu
- Department of Orthopedic Surgery, the 3rd Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, Hebei, 050051, People's Republic of China.
- Orthopedic Research Institute of Hebei Province, Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, 050051, Hebei, People's Republic of China.
| | - Juan Wang
- Department of Orthopedic Surgery, the 3rd Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, Hebei, 050051, People's Republic of China.
- Orthopedic Research Institute of Hebei Province, Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, 050051, Hebei, People's Republic of China.
| |
Collapse
|
3
|
Jiang W, Yang L, Dang Y, Jiang X, Wu L, Tong X, Guo J, Bao Y. Metabolomic profiling of deep vein thrombosis. Phlebology 2024; 39:154-168. [PMID: 37992130 PMCID: PMC10938490 DOI: 10.1177/02683555231215199] [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] [Indexed: 11/24/2023]
Abstract
Deep vein thrombosis (DVT) of the lower extremities is one of the most common peripheral vascular diseases, with significant complications and sequelae. Metabolomics aims to identify small molecules in biological samples. It can serve as a promising method for screening compounds that can be used for early disease detection, diagnosis, treatment response prediction, and prognosis. In addition, high-throughput metabolomics screening can yield significant insights into the pathophysiological pathways of DVT. Currently, the metabolomic profiles of DVT have yielded inconsistent expression patterns. This article examines the recent advancements in metabolomic studies of DVT and analyzes the factors that may influence the results.
Collapse
Affiliation(s)
- Weiguang Jiang
- Chifeng Clinical Medical College of Inner Mongolia Medical University, Chifeng, China
- Department of Vascular Surgery, Chifeng Municipal Hospital, Chifeng, China
| | - Liu Yang
- Department of Vascular Surgery, Chifeng Municipal Hospital, Chifeng, China
| | - Yongkang Dang
- Department of Vascular Surgery, Chifeng Municipal Hospital, Chifeng, China
| | - Xuechao Jiang
- Department of Vascular Surgery, Chifeng Municipal Hospital, Chifeng, China
| | - Lan Wu
- Department of Vascular Surgery, Chifeng Municipal Hospital, Chifeng, China
| | - Xiangyang Tong
- Department of Vascular Surgery, Chifeng Municipal Hospital, Chifeng, China
| | - Jianquan Guo
- Department of Vascular Surgery, Chifeng Municipal Hospital, Chifeng, China
| | - Yongtao Bao
- Department of Vascular Surgery, Chifeng Municipal Hospital, Chifeng, China
| |
Collapse
|
4
|
Guo H, Wang T, Li C, Yu J, Zhu R, Wang M, Zhu Y, Wang J. Development and validation of a nomogram for predicting the risk of immediate postoperative deep vein thrombosis after open wedge high tibial osteotomy. Knee Surg Sports Traumatol Arthrosc 2023; 31:4724-4734. [PMID: 37378681 DOI: 10.1007/s00167-023-07488-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Accepted: 06/08/2023] [Indexed: 06/29/2023]
Abstract
PURPOSE This study aimed to identify independent risk factors for immediate postoperative deep vein thrombosis (DVT) in patients with open wedge high tibial osteotomy (OWHTO) and to develop and validate a predictive nomogram. METHODS Patients who underwent OWHTO for knee osteoarthritis (KOA) from June 2017 to December 2021 were retrospectively analyzed. Baseline data and laboratory test results were collected, and the occurrence of DVT in the immediate postoperative period was regarded as the study outcome event. Multivariable logistic regression identified independent risk factors associated with a higher incidence of immediate postoperative DVT. The predictive nomogram was constructed based on the analysis results. The stability of the model was further assessed in this study using patients from January to September 2022 as an external validation set. RESULTS 741 patients were enrolled in the study, of which 547 were used in the training cohort and the other 194 for the validation cohort. Multivariate analysis revealed a higher Kellgren-Lawrence (K-L) grade (III vs. I-II OR 3.09, 95% CI 0.93-10.23. IV vs. I-II OR 5.23, 95% CI 1.27-21.48.), platelet to hemoglobin ratio (PHR) > 2.25 (OR 6.10, 95% CI 2.43-15.33), Low levels of albumin (ALB) (OR 0.79, 95% CI 0.70-0.90), LDL-C > 3.40 (OR 3.06, 95% CI 1.22-7.65), D-dimer > 1.26 (OR 2.83, 95% CI 1.16-6.87) and BMI ≥ 28 (OR 2.57, 95% CI 1.02-6.50) were the independent risk factors of immediate postoperative DVT. The concordance index (C-index) and Brier score of the nomogram were 0.832 and 0.036 in the training set, and the corrected values after internal validation were 0.795 and 0.038, respectively. The receiver-operating characteristic (ROC) curve, the calibration curve, the Hosmer-Lemeshow test, and the decision curve analysis (DCA) performed well in both the training and validation cohorts. CONCLUSION This study developed a personalized predictive nomogram with six predictors, which allows surgeons to stratify risk and recommended immediate ultrasound scans for patients with any of these factors. LEVEL OF EVIDENCE III.
Collapse
Affiliation(s)
- Haichuan Guo
- Department of Orthopedic Surgery, The 3rd Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Tianyu Wang
- Department of Orthopedic Surgery, The 3rd Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Chengsi Li
- Department of Orthopedic Surgery, The 3rd Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Jiahao Yu
- Department of Orthopedic Surgery, The 3rd Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Ruoxuan Zhu
- Department of Orthopedic Surgery, The 3rd Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Maolin Wang
- Department of Orthopedic Surgery, The 3rd Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Yanbin Zhu
- Department of Orthopedic Surgery, The 3rd Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, 050051, Hebei, People's Republic of China.
- Orthopedic Research Institute of Hebei Province, Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, 050051, Hebei, People's Republic of China.
| | - Juan Wang
- Department of Orthopedic Surgery, The 3rd Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, 050051, Hebei, People's Republic of China.
- Orthopedic Research Institute of Hebei Province, Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, 050051, Hebei, People's Republic of China.
| |
Collapse
|
5
|
Luo P, Yuan Q, Wan X, Yang M, Xu P. A two-sample Mendelian randomization study of circulating lipids and deep venous thrombosis. Sci Rep 2023; 13:7432. [PMID: 37156934 PMCID: PMC10167313 DOI: 10.1038/s41598-023-34726-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Accepted: 05/06/2023] [Indexed: 05/10/2023] Open
Abstract
In view of the current debate about the relationship between lipids and deep venous thrombosis (DVT) in clinical studies, a two-sample Mendelian randomization (MR) study was conducted to clarify the effects of five circulating lipids (apolipoprotein A1, apolipoprotein B, low-density lipoprotein, high-density lipoprotein and triglycerides) on DVT from the perspective of genetic inheritance. Five lipids (exposure) were analysed by MR with DVT (outcome) from two different data sources. For the analysis, we used inverse variance weighting and a weighted mode, weighted median, simple mode and MR-Egger regression to analyse the effect of circulating lipids on DVT. In addition, we used the MR-Egger intercept test, Cochran's Q test and "leave-one-out" sensitivity analysis to evaluate horizontal multiplicity, heterogeneity and stability, respectively, in the analysis. In the analysis, the two-sample Mendelian randomization analysis of five common circulating lipids and DVT showed that common circulating lipids had no causal effect on DVT, which is somewhat inconsistent with the findings of many published observational studies. Based on our results, our two-sample MR analysis failed to detect a statistically significant causal relationship between five common circulating lipids and DVT.
Collapse
Affiliation(s)
- Pan Luo
- Department of Joint Surgery, HongHui Hospital, Xi'an Jiaotong University, Xi'an, 710054, Shaanxi, China
| | - Qiling Yuan
- Department of Joint Surgery, HongHui Hospital, Xi'an Jiaotong University, Xi'an, 710054, Shaanxi, China
| | - Xianjie Wan
- Department of Joint Surgery, HongHui Hospital, Xi'an Jiaotong University, Xi'an, 710054, Shaanxi, China
| | - Mingyi Yang
- Department of Joint Surgery, HongHui Hospital, Xi'an Jiaotong University, Xi'an, 710054, Shaanxi, China
| | - Peng Xu
- Department of Joint Surgery, HongHui Hospital, Xi'an Jiaotong University, Xi'an, 710054, Shaanxi, China.
| |
Collapse
|
6
|
Prado Y, Aravena D, Llancalahuen FM, Aravena C, Eltit F, Echeverría C, Gatica S, Riedel CA, Simon F. Statins and Hemostasis: Therapeutic Potential Based on Clinical Evidence. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2023; 1408:25-47. [PMID: 37093420 DOI: 10.1007/978-3-031-26163-3_2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/25/2023]
Abstract
Hemostasis preserves blood fluidity and prevents its loss after vessel injury. The maintenance of blood fluidity requires a delicate balance between pro-coagulant and fibrinolytic status. Endothelial cells (ECs) in the inner face of blood vessels maintain hemostasis through balancing anti-thrombotic and pro-fibrinolytic activities. Dyslipidemias are linked to hemostatic alterations. Thus, it is necessary a better understanding of the underlying mechanisms linking hemostasis with dyslipidemia. Statins are drugs that decrease cholesterol levels in the blood and are the gold standard for treating hyperlipidemias. Statins can be classified into natural and synthetic molecules, approved for the treatment of hypercholesterolemia. The classical mechanism of action of statins is by competitive inhibition of a key enzyme in the synthesis pathway of cholesterol, the HMG-CoA reductase. Statins are frequently administrated by oral ingestion and its interaction with other drugs and food supplements is associated with altered bioavailability. In this review we deeply discuss the actions of statins beyond the control of dyslipidemias, focusing on the actions in thrombotic modulation, vascular and cardiovascular-related diseases, metabolic diseases including metabolic syndrome, diabetes, hyperlipidemia, and hypertension, and chronic diseases such as cancer, chronic obstructive pulmonary disease, and chronic kidney disease. Furthermore, we were prompted to delved deeper in the molecular mechanisms by means statins regulate coagulation acting on liver, platelets, and endothelium. Clinical evidence show that statins are effective regulators of dyslipidemia with a high impact in hemostasis regulation and its deleterious consequences. However, studies are required to elucidate its underlying molecular mechanism and improving their therapeutical actions.
Collapse
Affiliation(s)
- Yolanda Prado
- Faculty of Life Sciences, Universidad Andres Bello, Santiago, Chile
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
| | - Diego Aravena
- Faculty of Life Sciences, Universidad Andres Bello, Santiago, Chile
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
| | - Felipe M Llancalahuen
- Faculty of Life Sciences, Universidad Andres Bello, Santiago, Chile
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
| | - Cristobal Aravena
- Faculty of Life Sciences, Universidad Andres Bello, Santiago, Chile
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
| | - Felipe Eltit
- Department of Urologic Sciences, University of British Columbia, Vancouver, Canada
- Vancouver Prostate Centre, Vancouver, Canada
| | - Cesar Echeverría
- Laboratory of Molecular Biology, Nanomedicine and Genomics, Faculty of Medicine, University of Atacama, Copiapo, Chile
| | - Sebastian Gatica
- Faculty of Life Sciences, Universidad Andres Bello, Santiago, Chile
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
| | - Claudia A Riedel
- Faculty of Life Sciences, Universidad Andres Bello, Santiago, Chile
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
| | - Felipe Simon
- Faculty of Life Sciences, Universidad Andres Bello, Santiago, Chile.
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile.
- Millennium Nucleus of Ion Channel-Associated Diseases, Santiago, Chile.
| |
Collapse
|
7
|
Gris JCR, Bouguignon C, Bouvier S, Cochery-Nouvellon E, Laurent J, Perez-Martin A, Mousty E, Nikolaeva M, Khizroeva J, Bitsadze V, Makatsariya A. PREGNANCY AFTER COMBINED ORAL CONTRACEPTIVE-ASSOCIATED VENOUS THROMBOEMBOLISM: AN INTERNATIONAL RETROSPECTIVE STUDY OF OUTCOMES. Thromb Haemost 2022; 122:1779-1793. [PMID: 35472708 DOI: 10.1055/a-1835-8808] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
BACKGROUND Few data are available on thrombotic outcomes during pregnancy and puerperium occurring after an initial provoked venous thromboembolic event (VTE). OBJECTIVES To describe thrombotic outcomes during pregnancy after a first combined oral contraceptive (COC)-associated VTE and the factors associated with recurrence Methods. This was an international multicentric retrospective study on patients referred for thrombophilia screening from January 1st 2010 to January 1st 2021 following a first COC-associated VTE, including women with neither inherited thrombophilia nor antiphospholipid antibodies and focusing on those who had a subsequent pregnancy under the same thromboprophylaxis treatment. Thrombotic recurrences during pregnancy and puerperium as well as risk factors for recurrence were analysed. RESULTS We included 2,145 pregnant women. A total of 88 thrombotic events, 58 antenatal and 29 postnatal, occurred, mostly during the first trimester of pregnancy and the first two weeks of puerperium. Incidence rates were 49.6 (37-62) per 1,000 patient-years during pregnancy and 118.7 (78-159) per 1,000 patient-years during puerperium. Focusing on pulmonary embolism, incidence rates were 1.68 (1-4) per 1,000 patient-years during pregnancy and 65.5 (35-97) per 1,000 patient-years during puerperium. Risk factors for antenatal recurrences were maternal hypercholestorolaemia and birth of a very small-for-gestational-age neonate. A risk factor for postnatal recurrence was the incidence of preeclampsia. Conclusions Our multicentric retrospective data show significant rates of VTE recurrence during pregnancy and puerperium in women with a previous VTE event associated with COC, despite a unique LMWH-based thromboprophylaxis. These results may provide benchmarks and valuable information for designing future randomized controlled trials.
Collapse
|