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Medicine Sep 2023Although gelatin-thrombin matrix sealants have been used successfully in other surgery types, their effect on reducing blood loss during single-level transforaminal...
Although gelatin-thrombin matrix sealants have been used successfully in other surgery types, their effect on reducing blood loss during single-level transforaminal lumbar interbody fusion is unclear. We thus examined the efficacy of gelatin-thrombin matrix sealants for reducing blood loss during such surgery. We analyzed 102 patients who underwent single-level transforaminal lumbar interbody fusion for lumbar degenerative disease. We compared body mass index, surgical time, intraoperative blood loss, postoperative blood loss, true total blood loss, hidden blood loss, the proportion of blood transfusion, blood pressure pre- and post-surgery (systolic and diastolic), and pre-and post-surgery laboratory data (hemoglobin, hematocrit, platelets, prothrombin time, activated partial thromboplastin time, and D-dimer) between patients in whom gelatin-thrombin matrix sealants were (GTMS group) or were not (control group) used during surgery. One-week postoperative epidural hematoma size was measured using magnetic resonance imaging. The GTMS and control groups included 54 (24 males and 30 females) and 48 patients (19 males and 29 females). Intraoperative, true total, and hidden blood loss; epidural hematoma size; and hospitalization duration were significantly lower in the GTMS than in the control group. Intraoperative blood loss correlated with surgical time (R = 0.523, P = .001), body mass index (R = 0.221, P = .036), and the amount of gelatin-thrombin matrix sealant used (r = -0.313, P = .002). In multivariate linear regression analysis using intraoperative blood loss as the dependent variable, surgical time (standardization coefficient 0.516, P = .001) and amount of gelatin-thrombin matrix sealant used (standardization coefficient -0.220, P = .032) were independently related factors. In our study, the GTMS group had significantly less intraoperative true total and hidden blood loss than did the control group. Thus, use of gelatin-thrombin matrix sealants reduce perioperative blood loss in transforaminal lumbar interbody fusion.
Topics: Female; Male; Humans; Thrombin; Gelatin; Blood Loss, Surgical; Hematoma, Epidural, Cranial; Postoperative Hemorrhage; Disease Progression; Hematoma, Epidural, Spinal
PubMed: 37682173
DOI: 10.1097/MD.0000000000034667 -
BMC Medical Informatics and Decision... Aug 2023Heart failure (HF) is one of the common adverse cardiovascular events after acute myocardial infarction (AMI), but the predictive efficacy of numerous machine learning...
AIMS
Heart failure (HF) is one of the common adverse cardiovascular events after acute myocardial infarction (AMI), but the predictive efficacy of numerous machine learning (ML) built models is unclear. This study aimed to build an optimal model to predict the occurrence of HF in AMI patients by comparing seven ML algorithms.
METHODS
Cohort 1 included AMI patients from 2018 to 2019 divided into HF and control groups. All first routine test data of the study subjects were collected as the features to be selected for the model, and seven ML algorithms with screenable features were evaluated. Cohort 2 contains AMI patients from 2020 to 2021 to establish an early warning model with external validation. ROC curve and DCA curve to analyze the diagnostic efficacy and clinical benefit of the model respectively.
RESULTS
The best performer among the seven ML algorithms was XgBoost, and the features of XgBoost algorithm for troponin I, triglycerides, urine red blood cell count, γ-glutamyl transpeptidase, glucose, urine specific gravity, prothrombin time, prealbumin, and urea were ranked high in importance. The AUC of the HF-Lab9 prediction model built by the XgBoost algorithm was 0.966 and had good clinical benefits.
CONCLUSIONS
This study screened the optimal ML algorithm as XgBoost and developed the model HF-Lab9 will improve the accuracy of clinicians in assessing the occurrence of HF after AMI and provide a reference for the selection of subsequent model-building algorithms.
Topics: Humans; Heart Failure; Myocardial Infarction; Algorithms; Machine Learning; ROC Curve
PubMed: 37620904
DOI: 10.1186/s12911-023-02240-1 -
BMC Pregnancy and Childbirth May 2024Preeclampsia (PE), an obstetric disorder, remains one of the leading causes of maternal and infant mortality worldwide. In individuals with PE, the... (Meta-Analysis)
Meta-Analysis
BACKGROUND
Preeclampsia (PE), an obstetric disorder, remains one of the leading causes of maternal and infant mortality worldwide. In individuals with PE, the coagulation-fibrinolytic system is believed to be among the most significantly impacted systems due to maternal inflammatory responses and immune dysfunction. Therefore, this systematic review and meta-analysis aimed to assess the association of prothrombin time (PT), thrombin time (TT) and activated partial thromboplastin time (APTT) levels with preeclampsia.
METHODS
This systematic review and meta-analysis was conducted in accordance with the PRISMA guidelines. Articles relevant to the study, published from July 26, 2013, to July 26, 2023, were systematically searched across various databases including PubMed, Scopus, Embase, and Hinari. The methodological quality of the articles was evaluated using the Joanna Briggs Institute critical appraisal checklist. Utilizing Stata version 14.0, a random-effects model was employed to estimate the pooled standardized mean difference (SMD) along with the respective 95% CIs. The I statistics and Cochrane Q test were utilized to assess heterogeneity, while subgroup analyses were performed to explore its sources. Furthermore, Egger's regression test and funnel plot were employed to assess publication bias among the included studies.
RESULTS
A total of 30 articles, involving 5,964 individuals (2,883 with PE and 3,081 as normotensive pregnant mothers), were included in this study. The overall pooled SMD for PT, APTT, and TT between PE and normotensive pregnant mothers were 0.97 (95% CI: 0.65-1.29, p < 0.001), 1.05 (95% CI: 0.74-1.36, p < 0.001), and 0.30 (95% CI: -0.08-0.69, p = 0.11), respectively. The pooled SMD indicates a significant increase in PT and APTT levels among PE patients compared to normotensive pregnant mothers, while the increase in TT levels among PE patients was not statistically significant.
CONCLUSIONS
The meta-analysis underscores the association between PE and prolonged PT and APTT. This suggests that evaluating coagulation parameters like PT, APTT, and TT in pregnant women could offer easily accessible and cost-effective clinical indicators for assessing PE. However, multicenter longitudinal studies are needed to evaluate their effectiveness across various gestational weeks of pregnancy.
Topics: Humans; Pregnancy; Female; Pre-Eclampsia; Partial Thromboplastin Time; Prothrombin Time; Thrombin Time; Blood Coagulation
PubMed: 38741046
DOI: 10.1186/s12884-024-06543-7 -
Medicine Jul 2023To explore the effect of intraoperative risk management combined with comfort nursing in gynecological laparoscopic surgery. A retrospective analysis of 384 cases of...
To explore the effect of intraoperative risk management combined with comfort nursing in gynecological laparoscopic surgery. A retrospective analysis of 384 cases of laparoscopic surgery subjects admitted from February 2019 to June 2022 in the department of gynecology in our hospital were performed and divided into the control group (n = 192) and observation group (n = 192) according to the difference care that they received. Comfort nursing was taken in the control group, and intraoperative risk management combined with comfort nursing was given in the observation group. The coagulation indexes (activated partial thromboplastin time, prothrombin time, and thrombin time), immune inflammation indexes (monocytes and neutrophils), the incidence of lower limb deep vein thrombosis (DVT) and the satisfaction of nursing care were compared between the 2 groups. After care, activated partial thromboplastin time, prothrombin time, and thrombin time in the observation group were significantly longer than those in the control group, and the counts of monocytes and neutrophils in the observation group were significantly lower than those in the control group (P < .05). The incidence of DVT in the observation group was notablely lower than those in the control group (P = .008). The nursing satisfaction in the observation group was notablely higher than those in the control group (P < .001). Intraoperative risk management combined with comfort nursing intervention can improve the level of coagulation indicators and immune inflammation indicators after gynecological laparoscopic surgery, reduce the incidence of DVT, and improve subject nursing satisfaction.
Topics: Female; Humans; Gynecology; Retrospective Studies; Laparoscopy; Risk Management; Inflammation
PubMed: 37478267
DOI: 10.1097/MD.0000000000034394 -
Scientific Reports Sep 2023Coagulation system activation is commonly observed in tumor patients, including prostate cancer (PCa), with coagulation markers proposed as potential prognostic...
Coagulation system activation is commonly observed in tumor patients, including prostate cancer (PCa), with coagulation markers proposed as potential prognostic indicators for cancer severity. However, the correlation between these markers and clinicopathological features in PCa remains unclear. Thus, this study investigates the association between comprehensive coagulation markers and clinicopathological characteristics in PCa patients. A retrospective evaluation of 162 PCa patients diagnosed and categorized into low-intermediate-risk or high-risk groups based on clinical and pathological features was conducted. Coagulation markers, including fibrinogen (FIB), D-dimer (DD), activated partial thromboplastin time (APTT), prothrombin time (PT), prothrombin activity (PTA), thrombin time (TT), platelet count (PLT), and international normalized ratio (INR), were assessed. Univariate and multivariate logistic regression analyses were performed to determine associations with clinicopathological features. FIB and DD were confirmed as independent factors associated with high-risk PCa. Furthermore, FIB and DD levels showed significant positive correlations with clinical parameters, including PSA levels, ISUP grade, T stage, N stage, and M stage. Our findings suggest that FIB and DD hold promise as independent prognostic biomarkers for risk stratification in PCa. These coagulation markers may aid in assessing PCa severity and guiding personalized treatment strategies.
Topics: Male; Humans; Retrospective Studies; Prostatic Neoplasms; Blood Coagulation; Hemostatics; Fibrinogen
PubMed: 37752191
DOI: 10.1038/s41598-023-43427-w -
American Journal of Obstetrics and... Mar 2024More than 150 million women worldwide use oral contraceptives. Women with inherited thrombophilia and carriers of certain thrombophilia gene variants, such as factor V...
BACKGROUND
More than 150 million women worldwide use oral contraceptives. Women with inherited thrombophilia and carriers of certain thrombophilia gene variants, such as factor V Leiden and the prothrombin, are at an increased risk for venous thromboembolism, especially when combined with oral contraceptive use. Venous thromboembolism is a complex disorder involving many genetic risk factors, and recently, polygenic risk scores have been proposed to capture a significant proportion of the genetic risk of venous thromboembolism.
OBJECTIVE
The aim of this study was to estimate the risk for developing venous thromboembolism when initiating oral contraceptive use (first 2 years) and during continued use among women with a high genetic liability.
STUDY DESIGN
We used a prospective study design in which 244,420 participants from the UK Biobank were followed from birth. The effect of oral contraceptive use during the first 2 years and in the remaining years of oral contraceptive use on the risk of developing venous thromboembolism was estimated using a Cox regression with a time-dependent exposure variable. Women were stratified according to their polygenic risk scores and whether they were carriers of factor V Leiden and/or prothrombin variants.
RESULTS
When genetic risk was not considered, an increased risk for venous thromboembolism was observed during the first 2 years of oral contraceptive use (hazard ratio, 3.09; 95% confidence interval, 3.00-3.20) but not during continued use (hazard ratio, 0.92; 95% confidence interval, 0.80-1.05). However, when genetic risk was considered, women in the highest polygenic risk score category had a more pronounced risk of developing a venous thromboembolism during the first 2 years of oral contraceptive use (hazard ratio, 6.35; 95% confidence interval, 4.98-8.09), and a high risk was also observed among factor V Leiden (hazard ratio, 5.73; 95% confidence interval, 5.31-6.17) and prothrombin variant carriers (hazard ratio, 5.23; 95% confidence interval, 4.67 - 5.87). A high polygenic risk score in combination with being a factor V Leiden and prothrombin variant carrier conferred the highest risk for developing a venous thromboembolism during the first 2 years of oral contraceptive use (hazard ratio, 14.8; 95% confidence interval, 9.28-23.6). Women with a high genetic liability also had an increased risk during continued use but it was less pronounced, and the highest risk was conferred to carriers of both factor V Leiden and the prothrombin variant (hazard ratio, 4.93; 95% confidence interval, 3.16-7.7).
CONCLUSION
Evaluating polygenic risk can identify additional venous thromboembolism risk that is not captured in the commonly investigated genes for inherited thrombophilia. Our results indicate that oral contraceptive use is associated with an increased risk for developing a venous thromboembolism, particularly among women with a high genetic predisposition, and that oral contraceptive use dramatically increases the risk thereof short after initiation of use, which decreases with continued use. This suggests that the polygenic risk score could be used to identify women who are at high risk for developing a venous thromboembolism and advise them on alternative methods of contraception.
Topics: Humans; Female; Venous Thromboembolism; Contraceptives, Oral; Prospective Studies; Prothrombin; UK Biobank; Biological Specimen Banks; Thrombophilia; Risk Factors; Contraception; Factor V
PubMed: 37734636
DOI: 10.1016/j.ajog.2023.09.012 -
Translational Lung Cancer Research Jul 2023There is growing evidence that misdiagnosis contributes to the high mortality rate in lung cancer patients complicated with pulmonary embolism (PE). This current study...
BACKGROUND
There is growing evidence that misdiagnosis contributes to the high mortality rate in lung cancer patients complicated with pulmonary embolism (PE). This current study analyzed predictors of PE in lung cancer patients with lower extremity deep venous thrombosis (DVT) with the aim of personalizing the treatment and management of patients with PE.
METHODS
This retrospective case-control study included lung cancer patients with DVT at the emergency department of Shanghai Chest Hospital from January 2018 to December 2019. Patients were classified as having DVT with or without PE. The following characteristics were examined, including age, gender, smoking, hypertension, surgical trauma, hyperlipidemia, long-term bedridden status, calf swelling, coronary heart disease, chronic pulmonary disease, DVT location, DVT type, prothrombin time (PT), international normalized ratio (INR), activated partial thromboplastin time (APTT), thrombin time (TT), fibrinogen, and D-dimer, and univariate and multivariate analyses were performed.
RESULTS
A total of 90 patients with lung cancer and DVT were analyzed, of whom 60% (54/90) had PE. Those variables independently associated to PE were hypertension [odds ratio (OR): 7.883, 95% confidence interval (CI): 2.038-30.495, P=0.003], long-term bedridden status (OR: 4.166, 95% CI: 1.236-14.044, P=0.021), and D-dimer levels (OR: 2.123, 95% CI: 1.476-3.053, P=0.000) were identified as independent risk factors for PE. The cut-off value of the receiver operating characteristic (ROC) curve for predicting PE by presented scoring system according to the risk factors was 1.5 and the area under the curve (AUC) was 0.84 (P<0.001).
CONCLUSIONS
Hypertension, being bedridden for an extended period, and elevated serum D-dimer levels were independent risk factors of PE in lung cancer patients with lower extremity DVT. Novel strategies for patient management should be developed to decrease the risk of PE.
PubMed: 37577319
DOI: 10.21037/tlcr-23-346 -
European Review For Medical and... Mar 2024This study aimed to determine the effect of tocilizumab use on mortality and the potential side effects in COVID-19 patients.
OBJECTIVE
This study aimed to determine the effect of tocilizumab use on mortality and the potential side effects in COVID-19 patients.
PATIENTS AND METHODS
The intensive care patients were divided into the tocilizumab group and the control group. Hemogram, biochemistry, acute phase reactant values, age, gender, comorbidity, and culture results were recorded on the 0th, 3rd, 7th, and 14th days. Factors affecting mortality between and within the groups and side effects were examined.
RESULTS
32.14% of the patients were female, and 67.85% were male. The tocilizumab group had high alanine aminotransferase and potassium on day 3. On day 7, low levels of platelet, glucose, international normalized ratio, prothrombin time, and active partial thromboplastin time levels were observed. Procalcitonin, C-reactive protein, and fibrinogen levels were low on days 3 and 7. The relationship between the tocilizumab treatment and mortality was statistically not significant, although the APACHE score was low. In the tocilizumab group, the presence of additional disease and reproduction in culture significantly increased mortality.
CONCLUSIONS
Despite the risks of side effects, tocilizumab was used in COVID-19 treatment since it is an interleukin-6 blocker. Although the first publications stated that the treatment could decrease the mortality rate, later meta-analyses did not support these results. Our study also found that using tocilizumab did not make a difference in long-term mortality. We also observed that the known side effects were seen in short-term use.
Topics: Humans; Female; Male; Infant, Newborn; COVID-19; COVID-19 Drug Treatment; APACHE; Acute-Phase Proteins; Antibodies, Monoclonal, Humanized
PubMed: 38497892
DOI: 10.26355/eurrev_202403_35623 -
Journal of Clinical Medicine Sep 2023Knowledge of the natural history and management of hepatic hemangiomas is lacking. The aim of this study was to investigate the natural history of hemangiomas and to...
BACKGROUND
Knowledge of the natural history and management of hepatic hemangiomas is lacking. The aim of this study was to investigate the natural history of hemangiomas and to elucidate the factors that determine tumor growth and optimal management.
METHODS
A total of 211 adult patients were enrolled, with follow-up for more than three years. Follow-up was performed with repeated ultrasonography (US) and laboratory tests for liver function and coagulation factors (platelets, prothrombin time (PT), fibrinogen, thrombin-antithrombin III complex (TAT), D-dimer, and fibrin and fibrinogen degradation products (FDP)).
RESULTS
Tumor size decreased in 38.9% of patients, showed no change in 31.3%, and increased in 29.8%. The incidence of a size increase was very high in patients under 40 years of age and decreased gradually with age, whereas the incidence of a size decrease increased with age and increased markedly over 60 years of age. The incidence of an increase in size decreased gradually with size enlargement, whereas the incidence of a decrease in size increased markedly with tumor size and further increased rapidly when hemangiomas became larger than 60 mm. Values of TAT, D-dimer, FDP, and Mac-2 binding protein glycosylation isomer (M2BPGi) were closely related to the change in size of hemangiomas.
CONCLUSIONS
Hemangiomas in older patients (>60 years of age) and larger tumors (>60 mm in size) had a tendency to decrease in size, resulting from the reduction in coagulation disorders and the progression of liver fibrosis. Therefore, the majority of patients with hemangiomas can be safely managed by clinical observation.
PubMed: 37685768
DOI: 10.3390/jcm12175703 -
Biomedicines Nov 2023Antiphospholipid antibodies (aPLA) are a laboratory criterion for the classification of antiphospholipid syndrome (APS) and are known to cause clinical symptoms such as...
Antiphospholipid antibodies (aPLA) are a laboratory criterion for the classification of antiphospholipid syndrome (APS) and are known to cause clinical symptoms such as vascular thrombosis or obstetric complications. It is suggested that aPLA may be associated with thromboembolism in severe COVID-19 cases. Therefore, we aimed to combine clinical data with laboratory findings of aPLA at four time points (admission, worsening, discharge, and 3-month follow-up) in patients hospitalized with COVID-19 pneumonia. In 111 patients with COVID-19 pneumonia, current and past history of thrombosis and pregnancy complications were recorded. Nine types of aPLA were determined at four time points: anticardiolipin (aCL), anti-β2-glycoprotein I (anti- β2GPI), and antiphosphatidylserine/prothrombin (aPS/PT) of the IgM, IgG, or IgA isotypes. During hospitalization, seven patients died, three of them due to pulmonary artery thromboembolism (none were aPLA positive). Only one of the five who developed pulmonary artery thrombosis was aPLA positive. Out of 9/101 patients with a history of thrombosis, five had arterial thrombosis and none were aPLA positive at admission and follow-up; four had venous thrombosis, and one was aPLA positive at all time points (newly diagnosed APS). Of these 9/101 patients, 55.6% were transiently aPLA positive at discharge only, compared to 26.1% without a history of thrombosis ( = 0.041). Patients with severe forms of COVID-19 and positive aPLA should receive the same dose and anticoagulant medication regimen as those with negative aPLA because those antibodies are mostly transiently positive and not linked to thrombosis and fatal outcomes.
PubMed: 38137338
DOI: 10.3390/biomedicines11123117