{"title":"Identification of key risk factors for venous thromboembolism in urological inpatients based on the Caprini scale and interpretable machine learning methods.","authors":"Chao Liu, Wei-Ying Yang, Fengmin Cheng, Ching-Wen Chien, Yen-Ching Chuang, Yanjun Jin","doi":"10.1186/s12959-024-00645-0","DOIUrl":"10.1186/s12959-024-00645-0","url":null,"abstract":"<p><strong>Purpose: </strong>To identify the key risk factors for venous thromboembolism (VTE) in urological inpatients based on the Caprini scale using an interpretable machine learning method.</p><p><strong>Methods: </strong>VTE risk data of urological inpatients were obtained based on the Caprini scale in the case hospital. Based on the data, the Boruta method was used to further select the key variables from the 37 variables in the Caprini scale. Furthermore, decision rules corresponding to each risk level were generated using the rough set (RS) method. Finally, random forest (RF), support vector machine (SVM), and backpropagation artificial neural network (BPANN) were used to verify the data accuracy and were compared with the RS method.</p><p><strong>Results: </strong>Following the screening, the key risk factors for VTE in urology were \"(C<sub>1</sub>) Age,\" \"(C<sub>2</sub>) Minor Surgery planned,\" \"(C<sub>3</sub>) Obesity (BMI > 25),\" \"(C<sub>8</sub>) Varicose veins,\" \"(C<sub>9</sub>) Sepsis (< 1 month),\" (C<sub>10</sub>) \"Serious lung disease incl. pneumonia (< 1month) \" (C<sub>11</sub>) COPD,\" \"(C<sub>16</sub>) Other risk,\" \"(C<sub>18</sub>) Major surgery (> 45 min),\" \"(C<sub>19</sub>) Laparoscopic surgery (> 45 min),\" \"(C<sub>20</sub>) Patient confined to bed (> 72 h),\" \"(C18) Malignancy (present or previous),\" \"(C<sub>23</sub>) Central venous access,\" \"(C<sub>31</sub>) History of DVT/PE,\" \"(C<sub>32</sub>) Other congenital or acquired thrombophilia,\" and \"(C<sub>34</sub>) Stroke (< 1 month.\" According to the decision rules of different risk levels obtained using the RS method, \"(C<sub>1</sub>) Age,\" \"(C<sub>18</sub>) Major surgery (> 45 minutes),\" and \"(C<sub>21</sub>) Malignancy (present or previous)\" were the main factors influencing mid- and high-risk levels, and some suggestions on VTE prevention were indicated based on these three factors. The average accuracies of the RS, RF, SVM, and BPANN models were 79.5%, 87.9%, 92.6%, and 97.2%, respectively. In addition, BPANN had the highest accuracy, recall, F1-score, and precision.</p><p><strong>Conclusions: </strong>The RS model achieved poorer accuracy than the other three common machine learning models. However, the RS model provides strong interpretability and allows for the identification of high-risk factors and decision rules influencing high-risk assessments of VTE in urology. This transparency is very important for clinicians in the risk assessment process.</p>","PeriodicalId":22982,"journal":{"name":"Thrombosis Journal","volume":"22 1","pages":"76"},"PeriodicalIF":2.6,"publicationDate":"2024-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11328390/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141996547","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Nina Iversen, Carola Elisabeth Henriksson, Marit Sletten, Marie Skogstad Le, Beate Rikken Lindberg, Rune Andersen, Benedicte Paus
{"title":"Heterozygosity for the Budapest 3 mutation in SERPINC1 in a family with thrombophilia and structural anomalies of the inferior vena cava.","authors":"Nina Iversen, Carola Elisabeth Henriksson, Marit Sletten, Marie Skogstad Le, Beate Rikken Lindberg, Rune Andersen, Benedicte Paus","doi":"10.1186/s12959-024-00644-1","DOIUrl":"10.1186/s12959-024-00644-1","url":null,"abstract":"<p><strong>Background: </strong>Atresia of the infrarenal inferior vena cava (IVC) is associated with thrombophilia and antithrombin (AT) deficiency (ATD) due to homozygosity for the so-called Budapest 3 variant, c.391C > T, in the gene, SERPINC1.</p><p><strong>Case presentation: </strong>We report on a father and his two sons that had severe thrombosis at a young age. One son had absence of, and the other had very gracile infrarenal IVC. The father had gracile vena iliaca. All had significant collateral building. AT activity was determined with four different methods and varied between moderately reduced and borderline normal values, depending on the method. While all were heterozygous for c.391C > T, the father was also heterozygous for a variant of uncertain significance in SERPINC1.</p><p><strong>Conclusions: </strong>The findings support the association between c.391C > T in SERPINC1, thrombophilia, and atresia of the IVC system and indicate that even heterozygosity for c.391C > T may contribute to such anomalies. ATD detection was hampered by the varying sensitivity of methods used for AT activity measurement.</p>","PeriodicalId":22982,"journal":{"name":"Thrombosis Journal","volume":"22 1","pages":"75"},"PeriodicalIF":2.6,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11318196/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141917482","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Xin Yuan, Pengcong Liu, Lei Xu, Liqing Liang, Qian Dong, Tao Fan, Wen Yue, Mingyi Qu, Xuetao Pei, Xiaoyan Xie
{"title":"miR-1915-3p regulates megakaryocytic and erythroid differentiation by targeting SOCS4.","authors":"Xin Yuan, Pengcong Liu, Lei Xu, Liqing Liang, Qian Dong, Tao Fan, Wen Yue, Mingyi Qu, Xuetao Pei, Xiaoyan Xie","doi":"10.1186/s12959-024-00615-6","DOIUrl":"10.1186/s12959-024-00615-6","url":null,"abstract":"<p><strong>Background: </strong>Proper control of the lineage bias of megakaryocytic and erythroid progenitor cells (MEPs) is of significant importance, the disorder of which will lead to abnormalities in the number and function of platelets and erythrocytes. Unfortunately, the signaling pathways regulating MEP differentiation largely remain to be elucidated. This study aimed to analyze the role and the underlying molecular mechanism of miR-1915-3p in megakaryocytic and erythroid differentiation.</p><p><strong>Methods: </strong>We utilized miRNA mimics and miRNA sponge to alter the expression of miR-1915-3p in megakaryocytic and/or erythroid potential cells; siRNA and overexpression plasmid to change the expression of SOCS4, a potential target of miR-1915-3p. The expression of relevant surface markers was detected by flow cytometry. We scanned for miR-1915-3p target genes by mRNA expression profiling and bioinformatic analysis, and confirmed the targeting by dual-luciferase reporter assay, western blot and gain- and lost-of-function studies. One-way ANOVA and t-test were used to analyze the statistical significance.</p><p><strong>Results: </strong>In this study, overexpression or knockdown of miR-1915-3p inhibited or promoted erythroid differentiation, respectively. Accordingly, we scanned for miR-1915-3p target genes and confirmed that SOCS4 is one of the direct targets of miR-1915-3p. An attentive examination of the endogenous expression of SOCS4 during megakaryocytic and erythroid differentiation suggested the involvement of SOCS4 in erythroid/megakaryocytic lineage determination. SOCS4 knockdown lessened erythroid surface markers expression, as well as improved megakaryocytic differentiation, similar to the effects of miR-1915-3p overexpression. While SOCS4 overexpression resulted in reversed effects. SOCS4 overexpression in miR-1915-3p upregulated cells rescued the effect of miR-1915-3p.</p><p><strong>Conclusions: </strong>miR-1915-3p acts as a negative regulator of erythropoiesis, and positively in thrombopoiesis. SOCS4 is one of the key mediators of miR-1915-3p during the differentiation of MEPs.</p>","PeriodicalId":22982,"journal":{"name":"Thrombosis Journal","volume":"22 1","pages":"74"},"PeriodicalIF":2.6,"publicationDate":"2024-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11316338/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141914072","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yuhui Sha, Junyi Zhang, Yang Ci, Cidan Zhuoga, Yuhua Zhao, Lixin Zhou, Jun Ni
{"title":"Cerebral venous thrombosis at high altitude: more severe symptoms and specific predisposing factors than plain areas.","authors":"Yuhui Sha, Junyi Zhang, Yang Ci, Cidan Zhuoga, Yuhua Zhao, Lixin Zhou, Jun Ni","doi":"10.1186/s12959-024-00643-2","DOIUrl":"10.1186/s12959-024-00643-2","url":null,"abstract":"<p><strong>Background: </strong>Exposure to a high-altitude environment is a risk factor for cerebral venous thrombosis (CVT) probably due to hypercoagulability. The study aims to explore the unique characteristics of CVT patients in high-altitude areas of China by comparing them with those in plain areas.</p><p><strong>Methods: </strong>We retrospectively included consecutive patients with CVT admitted to Tibet Autonomous Region People's Hospital (altitude 3650 m) and Peking Union Medical College Hospital (altitude 43.5 m) between January 2015 and December 2023. Patients from the plateau and the plain were considered two independent groups in this study. The risk factors, clinical and radiological presentations, treatment, and outcomes were analyzed and compared between the two groups.</p><p><strong>Results: </strong>A total of 169 patients with CVT were included in the study, 48 patients from plateau and 121 patients from plain. The median age was 27 and 34 years old, and women accounted for 66.7% and 54.5% respectively. Headache (91.7% vs. 71.1%, P = 0.004), altered consciousness (31.3% vs. 16.5%, P = 0.033), hemorrhage (41.7% vs. 19.0%, P = 0.002), and venous infarction (50.0% vs. 25.6%, P = 0.002) on imaging were more common in patients from plateau than those from plain. Pregnancy or puerperium was significantly more common in highland patients (25% vs. 5.8%, P < 0.001). The levels of D-Dimer (1.7 vs. 0.8 mg/L FEU, P = 0.01), fibrinogen (3.7 vs. 3.0 g/L, P < 0.001), hemoglobin (157 vs. 129 g/L, P = 0.01), white blood cells (9.6 vs. 7.5*10<sup>12</sup>/L, P < 0.001) and highly sensitive C-reactive protein (20.2 vs. 3.2 mg/L, P = 0.005) were remarkably higher in highland patients. The percentage of receiving anticoagulant therapy was lower in high-altitude patients (70.8% vs. 93.4%, P < 0.001). Favorable outcome at follow-up was observed in 81.4% of highland patients and 90.7% of lowland patients, with a median follow-up time of 330 days and 703 days respectively.</p><p><strong>Conclusions: </strong>The more severe clinical and imaging manifestations along with prominent inflammatory and hypercoagulable states were observed in plateau CVT patients, probably due to exposure to the hypoxic environment at high altitude. Pregnancy or puerperium were more common in highland patients. The overall prognosis of CVT patients from both groups were favorable.</p>","PeriodicalId":22982,"journal":{"name":"Thrombosis Journal","volume":"22 1","pages":"73"},"PeriodicalIF":2.6,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11308695/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141907769","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Frontline use of rituximab may prevent ADAMTS13 inhibitor boosting during caplacizumab treatment in patients with iTTP: post hoc analysis of a phase 2/3 study in Japan.","authors":"Kazunori Imada, Yoshitaka Miyakawa, Satoshi Ichikawa, Hitoji Uchiyama, Yasunori Ueda, Yasuhiro Hashimoto, Masashi Nishimi, Masako Tsukamoto, Sayaka Tahara, Masanori Matsumoto","doi":"10.1186/s12959-024-00642-3","DOIUrl":"10.1186/s12959-024-00642-3","url":null,"abstract":"<p><strong>Background: </strong>A recent Phase 2/3 study in Japanese patients showed that caplacizumab was effective in treating immune-mediated thrombotic thrombocytopenic purpura (iTTP), with a low rate of iTTP recurrence. ADAMTS13 activity is monitored weekly during caplacizumab treatment to guide discontinuation of caplacizumab and consequently avoid exacerbations or relapse. The aim of this study was to assess changes in ADAMTS13 activity/inhibitor levels during caplacizumab treatment in this patient population.</p><p><strong>Methods: </strong>A post hoc analysis of the Phase 2/3 study in Japanese patients was conducted. Patients ≥ 18 years old with confirmed iTTP received 10 mg of caplacizumab daily in conjunction with therapeutic plasma exchange (TPE) and immunosuppression for 30 days post-TPE. Outcomes included time to recovery of ADAMTS13 activity, ADAMTS13 activity level at treatment end, incidence of ADAMTS13 inhibitor re-elevation (ie, inhibitor boosting) during treatment, time to platelet count recovery, number of days of TPE, and safety. Outcomes according to presence of inhibitor boosting were also assessed.</p><p><strong>Results: </strong>Nineteen patients had confirmed iTTP and were included in this analysis. Median (95% confidence interval) time to recovery of ADAMTS13 activity to ≥ 10%, ≥ 20%, and ≥ 60% was 14.6 (5.9-24.8), 18.5 (5.9-31.8), and 47.5 (18.5-60.9) days, respectively. Median (range) ADAMTS13 activity level at caplacizumab treatment end was 62.0% (29.0-101.0). Nine patients had ADAMTS13 inhibitor boosting. Delayed response of ADAMTS13 activity was observed in patients with inhibitor boosting. The median time to platelet count response and median number of TPE days were shorter in patients with inhibitor boosting compared with patients without inhibitor boosting. Rituximab was administered to almost all patients with inhibitor boosting (88.9%), after completion of TPE. Patients without inhibitor boosting who were treated with rituximab received it prior to completion of TPE. Only one patient experienced a recurrence, which occurred shortly after caplacizumab discontinuation due to an adverse event.</p><p><strong>Conclusions: </strong>In patients with iTTP, caplacizumab with TPE and immunosuppression may reduce the risk of ADAMTS13 inhibitor boosting if rituximab is administered early in the iTTP treatment period. Early administration of rituximab in addition to caplacizumab may prevent iTTP recurrence with inhibitor boosting.</p><p><strong>Trial registration: </strong>NCT04074187.</p>","PeriodicalId":22982,"journal":{"name":"Thrombosis Journal","volume":"22 1","pages":"72"},"PeriodicalIF":2.6,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11297770/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141879507","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Effect of frozen storage conditions on antithrombin protein C and protein S activity assay stability.","authors":"Houmei Feng, Danyu Song, Qiang Xu, Xiaohui Cai, Jianru Liu, Yang Zhang, Zhou Zhou","doi":"10.1186/s12959-024-00640-5","DOIUrl":"10.1186/s12959-024-00640-5","url":null,"abstract":"<p><strong>Background: </strong>Inherited antithrombin, protein C, and protein S deficiency increase the risk of venous thromboembolism. The presence of defects can be identified by clinical laboratory assays. In most Chinese clinical laboratories, the screening tests for antithrombin, protein C, and protein S deficiency are their activity assays. Ensuring appropriate pre-analytical storage conditions for activity tests is essential. This study aimed to assess the effects of storage conditions on antithrombin, protein C, and protein S activity in frozen plasma.</p><p><strong>Methods: </strong>We collected the remaining plasma of 29 patients. The baseline of antithrombin, protein C, and protein S activity values were tested within 4 h. Then, each sample was sub-packaged into 4 EP tubes, and was stored at -20 °C for 3 days, -20 °C for 7 days, -80 °C for 3 days, and - 80 °C for 7 days, respectively. After thawing, samples were tested by two systems.</p><p><strong>Results: </strong>The percentage deviation of antithrombin and protein C activity assay was<10% compared with the initial values. Protein S activity showed a significant reduction in frozen plasma, with a deviation > 10%. Some samples, initially within the normal range, were classified as abnormal after freezing storage.</p><p><strong>Conclusions: </strong>Our study indicated that antithrombin and protein C remain stable when stored at -20 °C or -80 °C in a week. We argued that Protein S activity is not stable in frozen plasma. The use of frozen-thawed plasma for PS activity assay may result in overdiagnosis of protein S deficiency.</p>","PeriodicalId":22982,"journal":{"name":"Thrombosis Journal","volume":"22 1","pages":"70"},"PeriodicalIF":2.6,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11285460/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141793578","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jia-Long Li, Kristine J S Kwan, Xue-Guang Lin, Jie Wang, Bo Chen, Yi-Jie Lu, Bo Wang, Shi-Shuai Xie, Jiong Zhou, Bo Yu, Ying Deng, Shuai Jiang, Jing-Dong Tang
{"title":"The Buerger's rabbit model: a closer step to unravelling thromboangiitis obliterans?","authors":"Jia-Long Li, Kristine J S Kwan, Xue-Guang Lin, Jie Wang, Bo Chen, Yi-Jie Lu, Bo Wang, Shi-Shuai Xie, Jiong Zhou, Bo Yu, Ying Deng, Shuai Jiang, Jing-Dong Tang","doi":"10.1186/s12959-024-00638-z","DOIUrl":"10.1186/s12959-024-00638-z","url":null,"abstract":"<p><strong>Objective: </strong>Thromboangiitis obliterans (TAO) remains clinical challenging due to its rarity and underwhelming management outcomes. This study aimed to describe a novel TAO rabbit model that demonstrates a closer resemblance to TAO.</p><p><strong>Methods: </strong>Thirty-six New Zealand rabbits underwent the surgical implantation of calibrated gelatin sponge particles (CGSPs) into their right femoral artery. The CGSPs were soaked in different solutions to simulate different types of thrombi: normal (NT; normal saline); inflammatory TAO thrombus (TAO; dimethylsulfoxide [DMSO]), and DMSO with methotrexate (MTX). All groups underwent clinical assessment, digital subtraction angiography (DSA) and histopathological analysis at time points day 0 (immediate), week 1 (acute), week 2 (subacute), and week 4 (chronic).</p><p><strong>Results: </strong>The TAO rabbit presented with signs of ischemia of the right digit at week 4. On DSA, the TAO rabbits exhibited formation of corkscrew collaterals starting week 1. On H&E staining, gradual CGSP degradation was observed along with increased red blood cell aggregation and inflammatory cells migration in week 1. On week 2, disorganization of the tunica media layer and vascular smooth muscle cell (VSMC) proliferation was observed. In the TAO rabbit, migrated VSMCs, inflammatory cells, and extracellular matrix with collagen-like substances gradually occluded the lumen. On week 4, the arterial lumen of the TAO rabbit was filled with relatively-organized VSMC and endothelial cell clusters with less inflammatory cells. Neorevascularization was found in the MTX-treated group.</p><p><strong>Conclusion: </strong>The novel TAO rabbit model shows a closer resemblance to human TAO clinically, radiographically, and histopathologically. Histological analysis of the IT progression in the TAO model suggests that it is of VSMC origin.</p>","PeriodicalId":22982,"journal":{"name":"Thrombosis Journal","volume":"22 1","pages":"69"},"PeriodicalIF":2.6,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11285203/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141793579","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhencan Lin, Hao Sun, Meiyi Chen, Deng Li, Zhiqing Cai, Yimin Wang, Jie Xu, Ruofan Ma
{"title":"Utilization of the Caprini risk assessment model(RAM) to predict venous thromboembolism after primary hip and knee arthroplasty: an analysis of the Healthcare Cost and Utilization Project(HCUP).","authors":"Zhencan Lin, Hao Sun, Meiyi Chen, Deng Li, Zhiqing Cai, Yimin Wang, Jie Xu, Ruofan Ma","doi":"10.1186/s12959-024-00633-4","DOIUrl":"10.1186/s12959-024-00633-4","url":null,"abstract":"<p><strong>Purpose: </strong>This study aims to investigate the potential role of Caprini risk assessment model (RAM) in predicting the risk of venous thromboembolism (VTE) in patients undergoing total hip or knee arthroplasty (THA/TKA). No national study has investigated the role of Caprini RAM after primary THA/TKA.</p><p><strong>Methods: </strong>Data from The National Sample of Healthcare Cost and Utilization Project (HCUP) in 2019 were utilized for this study. The dataset consisted of 229,134 patients who underwent primary THA/TKA. Deep vein thrombosis (DVT) and pulmonary embolism (PE) were considered as VTE. The incidence of thrombosis was calculated based on different Caprini scores, and the risk of the Caprini indicator for VTE events was evaluated using a forest plot.</p><p><strong>Results: </strong>The prevalence of VTE after primary THA/TKA in the U.S. population in 2019 was found to be 4.7 cases per 1000 patients. Age, body mass index (BMI), and Caprini score showed a positive association with the risk of VTE (P < 0.05). The receiver operating characteristic (ROC) curve analysis indicated that a Caprini score of 9.5 had a sensitivity of 47.2% and a specificity of 82.7%, with an area under the curve (AUC) of 0.693 (95% CI, 0.677-0.710). The highest Youden index was 0.299. Multivariate logistic regression analysis revealed that malignancy, varicose vein, positive blood test for thrombophilia, history of thrombosis, COPD, hip fracture, blood transfusion, and age were significant risk factors for VTE. Based on these findings, a new risk stratification system incorporating the Caprini score was proposed.</p><p><strong>Conclusions: </strong>Although the Caprini score does not seem to be a good predictive model for VTE after primary THA/TKA, new risk stratification for the Caprini score is proposed to increase its usefulness.</p>","PeriodicalId":22982,"journal":{"name":"Thrombosis Journal","volume":"22 1","pages":"68"},"PeriodicalIF":2.6,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11267675/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141761052","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Practical approach to thrombocytopenia in patients with sepsis: a narrative review","authors":"Kasumi Satoh, Takeshi Wada, Akihito Tampo, Gaku Takahashi, Kota Hoshino, Hironori Matsumoto, Takayuki Taira, Satoshi Kazuma, Takamitsu Masuda, Takashi Tagami, Hiroyasu Ishikura","doi":"10.1186/s12959-024-00637-0","DOIUrl":"https://doi.org/10.1186/s12959-024-00637-0","url":null,"abstract":"Thrombocytopenia frequently occurs in patients with sepsis. Disseminated intravascular coagulation (DIC) may be a possible cause of thrombocytopenia owing to its high prevalence and association with poor outcomes; however, it is important to keep the presence of other diseases in mind in sepsis practice. Thrombotic microangiopathy (TMA), which is characterized by thrombotic thrombocytopenic purpura, Shiga toxin-producing Escherichia coli hemolytic uremic syndrome (HUS), and complement-mediated HUS, is characterized by thrombocytopenia, microangiopathic hemolytic anemia, and organ damage. TMA has become widely recognized in recent years because of the development of specific treatments. Previous studies have reported a remarkably lower prevalence of TMA than DIC; however, its epidemiology is not well defined, and there may be cases in which TMA is not correctly diagnosed, resulting in poor outcomes. Therefore, it is important to differentiate DIC from TMA. Nevertheless, differentiating between DIC and TMA remains a challenge as indicated by previous reports that most patients with TMA can be diagnosed as DIC using the universal coagulation scoring system. Several algorithms to differentiate sepsis-related DIC from TMA have been suggested, contributing to improving the care of septic patients with thrombocytopenia; however, it may be difficult to apply these algorithms to patients with coexisting DIC and TMA, which has recently been reported. This review describes the disease characteristics, including epidemiology, pathophysiology, and treatment, of DIC, TMA, and other diseases with thrombocytopenia and proposes a novel practical approach flow, which is characterized by the initiation of the diagnosis of TMA in parallel with the diagnosis of DIC. This practical flow also refers to the longitudinal diagnosis and treatment flow with TMA in mind and real clinical timeframes. In conclusion, we aim to widely disseminate the results of this review that emphasize the importance of incorporating consideration of TMA in the management of septic DIC. We anticipate that this practical new approach for the diagnostic and treatment flow will lead to the appropriate diagnosis and treatment of complex cases, improve patient outcomes, and generate new epidemiological evidence regarding TMA.","PeriodicalId":22982,"journal":{"name":"Thrombosis Journal","volume":"262 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141740684","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}