Risk Of Deep Venous Thrombosis Research Articles

Relationship Between the Systemic Immune-Inflammation Index and Deep Venous Thrombosis After Spinal Cord Injury: A Cross-Sectional Study.

To explore the relationship between the systemic immune-inflammation index (SII) and deep venous thrombosis (DVT) in patients with spinal cord injury (SCI). This cross-sectional study included data from 382 participants with SCI. The SII was calculated for all participants. Logistic regression, smooth curve fitting, interaction effects were used to substantiate the research objectives. The overall prevalence of DVT was 23.1% (22.4% among males, 25.6% among females). A positive association between SII and the risk for DVT was observed (odds ratio 1.39 [95% CI 1.03-1.87]; P=0.032), independent of confounders. Similar patterns of association were observed in the subgroup analysis (P values for interaction, all >0.05). Further sensitivity analyses provided confidence that the results were reliable and unlikely to be substantially altered by unmeasured confounding factors. Results of the present suggest that higher SII may be associated with DVT in patients with SCI, highlighting a potential link between SII and DVT. These findings underscore the potential of SII as a valuable predictive biomarker for DVT, thus offering a promising avenue for early detection and intervention strategies in patients with SCI.

Predicting Deep Venous Thrombosis Using Artificial Intelligence: A Clinical Data Approach

Deep venous thrombosis is a critical medical condition that occurs when a blood clot forms in a deep vein, usually in the legs, and can lead to life-threatening complications such as pulmonary embolism if not detected early. Hospitalized patients, especially those with immobility or post-surgical recovery, are at higher risk of developing deep venous thrombosis, making early prediction and intervention vital for preventing severe outcomes. In this study, we evaluated the following eight machine learning models to predict deep venous thrombosis risk: logistic regression, random forest, XGBoost, artificial neural networks, k-nearest neighbors, gradient boosting, CatBoost, and LightGBM. These models were rigorously tested using key metrics, including accuracy, precision, recall, F1-score, specificity, and receiver operating characteristic curve, to determine their effectiveness in clinical prediction. Logistic regression emerged as the top-performing model, delivering high accuracy and an outstanding receiver operating characteristic curve score, which reflects its strong ability to distinguish between patients with and without deep venous thrombosis. Most importantly, the model’s high recall underscores its ability to identify nearly all true deep venous thrombosis cases, significantly reducing the risk of false negatives—a critical concern in clinical settings, where delayed or missed diagnoses can result in life-threatening complications. Although models such as random forest and eXtreme Gradient Boosting also demonstrated competitive performances, logistic regression proved the most reliable across all metrics. These results suggest that machine learning models, particularly logistic regression, have great potential for early deep venous thrombosis detection, enabling timely clinical interventions and improved patient outcomes.

Nomogram to Assess the Risk of Deep Venous Thrombosis After Posterior Lumbar Fusion: A Retrospective Study.

Retrospective cohort study. Deep venous thrombosis (DVT) is a common complication following lumbar spine surgery, which can lead to adverse consequences such as venous thromboembolism and pulmonary embolism. This study aimed to investigate whether predictors of DVT can improve clinical interventions. The study included patients who underwent posterior lumbar fusion between 2012 and 2022. In the training cohort, stepwise logistic regression, based on the Akaike information criterion minimum, was used to identify variables for constructing the nomogram. The nomogram was evaluated and validated using calibration curves, Brier scores, receiver operating characteristic (ROC) curves, C-index, decision curve analyses (DCAs), clinical impact curves (CICs), and risk stratification analyses. A total of 9216 patients were enrolled after screening. The nomogram included seven variables: cerebrovascular disease, diabetes, body mass index, age, pedicular screw quantity, D-dimer, and hypertension. Calibration plots demonstrated favorable agreement between predicted and observed probabilities. The C-index indicated satisfactory discriminatory ability of the nomogram (0.772 for the training cohort and 0.792 for the validation cohort). Additionally, the DCA and CIC revealed that the nomogram could provide clinical benefits for patients. This study successfully developed and validated a nomogram that can assess the risk of DVT following posterior lumbar fusion. The nomogram will assist surgeons in making informed clinical decisions.

Activation of Aryl Hydrocarbon Receptor by an Indolic Uremic Toxin Increases the Risk of Deep Venous Thrombosis

Activation of Aryl Hydrocarbon Receptor by an Indolic Uremic Toxin Increases the Risk of Deep Venous Thrombosis

Incidence of deep vein thrombosis and pulmonary embolism in closed foot and ankle fractures treated with conservative versus surgical management: A nationwide analysis

ObjectivesThough there is extensive research on recovery and outcomes of proximal joint fractures, such as hip and knee, there is a paucity of such research in foot and ankle fractures and a lack of uniform data on the incidence of venous thromboembolism (VTE). This is a retrospective cohort study that seeks to investigate the incidence of VTE following surgically versus conservatively treated foot and ankle fractures MethodsThis study included all adult-patient hospitalizations with International Classification of Disease 10th Revision diagnosis codes related to closed foot and ankle fractures as a primary diagnosis in the National Inpatient Sample, an administrative database part of the Healthcare Cost and Utilization Project, for a total of 209,595 cases. Multivariate binary logistic regression was performed to determine the effect of age, gender, past medical history of venous thromboembolism (PMHVTE), Charlson Comorbidity Index, race, surgery, and transfusion of red cell products on the incidence of deep venous thrombosis (DVT) and pulmonary embolism (PE). ResultsOur study found an overall incidence of DVT and PE to be 0.4 % and 0.3 %, respectively, following foot or ankle fracture. Conservative management was found to have an increased relative risk of DVT and PE of 2.02 and 1.15, respectively. This difference persisted on performing inverse probability treatment weighting (IPTW) analysis to account for confounders. PMHVTE and requirement of blood transfusion was associated with an increased odds ratio (OR) of 3.41 and 3.217, respectively. Cases identified as Black and Asian/Pacific Islander also had an increased OR of DVT. ConclusionsThe results of this study demonstrate that surgical management of foot and ankle fractures is associated with a lower relative risk of VTE compared to medical management. PMHVTE and transfusion of red cell products increase the odds of VTE following either form of intervention.

Posttraumatic stress disorder increases thrombosis risk: Evidence from a biobank data set.

Depression and anxiety are linked to deep venous thrombosis (DVT) and posttraumatic disorder (PTSD) increases risk of venous thromboembolism in women. However, the mechanisms underlying this relationship remain unknown. We hypothesized that PTSD would associate with increased DVT risk, that neuroimmune mechanisms would mediate the PTSD-DVT link, and that these associations would be stronger in women. This cohort study included N = 106 427 participants from a large biobank. PTSD and DVT were defined using ICD-10 codes. A subset (N = 1520) underwent imaging, from which we assessed stress-associated neural activity (SNA). High-sensitivity C-reactive protein (hs-CRP) levels and heart rate variability (HRV) were used as indicators of systemic inflammation and autonomic activity, respectively. Linear, logistic, and Cox regressions and mediation analyses were used to test our hypotheses. Of 106 427 participants, 4192 (3.9%) developed DVT. PTSD associated with increased DVT risk (HR [95% CI]: 1.66 [1.34, 2.07], p < .001), and this finding remained significant after adjustment for age, sex, and traditional DVT risk factors. When analyzed separately by sex, PTSD was significantly associated with DVT risk in women but not men. Further, heightened SNA and lower HRV mediated the effect of PTSD on DVT risk. Results suggest that individuals with PTSD are at increased risk for DVT, and that risk is higher in women. This relationship was partially driven by alterations in stress-associated neural activity and autonomic function, suggesting potential targets for preventive therapies. Future studies are needed to investigate whether intervening on PTSD-DVT mechanisms has downstream beneficial effects on DVT, especially among women.

The role of inflammatory proteins in regulating the impact of lipid specifications on deep venous thrombosis: a two sample and mediated Mendelian randomization study.

To investigate the potential mediating role of inflammatory proteins in the association between lipid species and Deep Venous Thrombosis (DVT). A comprehensive analysis was conducted using pooled data from genome-wide association studies (GWAS), incorporating double-sample and reverse Mendelian randomization (MR) techniques, to identify the specific inflammatory proteins that act as intermediaries among 91 screened proteins in relation to deep vein thrombosis (DVT). Furthermore, a two-step MR approach was employed to quantify the proportion of DVT risk attributed to lipid effects mediated by these inflammatory proteins. The MR Analysis revealed that the two inflammatory proteins, as predicted by genetics, served as mediating factors in the impact of five lipids on DVT. No reverse effect of DVT was observed on 179 lipid species and 91 inflammatory proteins. In the case of TAG(58:7) and its influence on DVT, CCL20 played an intermediary role with an estimated proportion of 12.51% (ranging from 12% to 13%). SIRT2 exhibited a masking effect on DVT for PC(17:0/20:4) and PC(18:0/20:4), while CCL20 masked the impact of DVT on PC(14:0/18:2), PC(15:0/18:2), and PC(18:0/20:5). In our study, we identified CCL20 as a crucial mediator in the association between TAG(58:7) and DVT, with a mediating proportion of 12.51% (12%-13%). Further investigations are warranted to explore other potential risk factors acting as mediators.

Early-life body mass index and the risk of six cardiovascular diseases: A Mendelian Randomization study.

Observational studies consistently indicate an association between early-life body mass index (BMI) and several cardiovascular diseases (CVDs). However, the causal relationship remains uncertain. The primary objective of this study was to assess the causal relationship between early-life BMI and six types of CVDs using the Mendelian Randomization (MR) approach. The dataset for this study was derived from large-scale, summary-level Genome-Wide Association Studies. Specifically, the following datasets we used, early-life BMI (n = 61 111, age = 2-10), heart failure (HF) dataset (n = 977 323), atrial fibrillation (AF) dataset (n = 1 030 836), coronary artery disease (CAD) dataset (n = 184 305), peripheral artery disease (PAD) dataset (n = 243 060), deep venous thrombosis (DVT) dataset (n = 1 500 861) and myocardial infarction (MI) dataset (n = 638 000). Multiple MR methods were utilized to evaluate the causal relationship between exposure and outcomes, accompanied by sensitivity analysis. Early-life BMI positively correlates with the risk of developing the six distinct CVDs included in this study. Specifically, elevated BMI during childhood is associated with a 31.9% risk for HF (Odds ratio [OR] = 1.319, 95% CI [1.160 to 1.499], p = 2.33 × 10-5), an 18.3% risk for AF (R = 1.183, 95% CI [1.088 to 1.287], p = 8.22 × 10-5), an 14.8% risk for CAD (OR = 1.148, 95% CI [1.028 to 1.283], p = 1.47 × 10-2), a 40.5% risk for PAD (OR = 1.405, 95% CI [1.233 to 1.600], p = 3.10 × 10-7) and 12.0% risk for MI (OR = 1.120, 95% CI [1.017 to 1.234], p = 2.18 × 10-2). Interestingly, the risk for deep venous thrombosis only increased by 0.5% (OR = 1.005, 95% CI [1.001 to 1.008], p = 2.13 × 10-3). Genetically inferred early-life BMI is significantly associated with six distinct CVDs. This indicates that elevated early-life BMI is a significant risk factor for multiple cardiovascular disorders.

The effect of intraoperative intermittent pneumatic compression on deep venous thrombosis prophylaxis in patients undergoing elective craniotomy.

Postoperative deep venous thrombosis (DVT) is commonly observed in patients undergoing craniotomy and is associated with a high incidence of pulmonary embolism and poor clinical outcomes. Herein, we investigated the prophylactic effect of DVT of intraoperative intermittent pneumatic compression (IPC) in patients undergoing craniotomy. A total of 516 patients who underwent elective craniotomy between December 2021 and December 2022 were enrolled in this study. Patients were randomly assigned to the intervention group (received intraoperative IPC) or control group (without IPC). Lower extremity ultrasound was performed on both legs before and after surgery (1 h, 24 h, and 7 days post-intervention). DVT was defined as the visualization of a thrombus within the vein lumen of the leg. Coagulation and platelet function were measured at the start and end of the craniotomy. A total of 504 patients (251 in the intervention group and 253 in the control group) completed the study. Among these patients, 20.4% (103/504) developed postoperative DVT within the first week after surgery, with 16.7% occurring within 24 h. The incidence of postoperative DVT in the intervention group (9.6%, 24/251) was significantly lower than that in the control group (22.9%, 58/253, p < 0.001). Intraoperative IPC reduced the risk of DVT by 64.6% (0.354, 95% CI, 0.223-0.564, p < 0.001). There was no significant difference in coagulation and platelet function between the two groups (all p > 0.05). DVT may develop within 24 h after the craniotomy. Intraoperative application of IPC reduces the incidence of postoperative DVT.

Associations between deep venous thrombosis and thyroid diseases: a two-sample bidirectional Mendelian randomization study

BackgroundSome previous observational studies have linked deep venous thrombosis (DVT) to thyroid diseases; however, the findings were contradictory. This study aimed to investigate whether some common thyroid diseases can cause DVT using a two-sample Mendelian randomization (MR) approach.MethodsThis two-sample MR study used single nucleotide polymorphisms (SNPs) identified by the FinnGen genome-wide association studies (GWAS) to be highly associated with some common thyroid diseases, including autoimmune hyperthyroidism (962 cases and 172,976 controls), subacute thyroiditis (418 cases and 187,684 controls), hypothyroidism (26,342 cases and 59,827 controls), and malignant neoplasm of the thyroid gland (989 cases and 217,803 controls. These SNPs were used as instruments. Outcome datasets for the GWAS on DVT (6,767 cases and 330,392 controls) were selected from the UK Biobank data, which was obtained from the Integrative Epidemiology Unit (IEU) open GWAS project. The inverse variance weighted (IVW), MR-Egger and weighted median methods were used to estimate the causal association between DVT and thyroid diseases. The Cochran’s Q test was used to quantify the heterogeneity of the instrumental variables (IVs). MR Pleiotropy RESidual Sum and Outlier test (MR-PRESSO) was used to detect horizontal pleiotropy. When the causal relationship was significant, bidirectional MR analysis was performed to determine any reverse causal relationships between exposures and outcomes.ResultsThis MR study illustrated that autoimmune hyperthyroidism slightly increased the risk of DVT according to the IVW [odds ratio (OR) = 1.0009; p = 0.024] and weighted median methods [OR = 1.001; p = 0.028]. According to Cochran’s Q test, there was no evidence of heterogeneity in IVs. Additionally, MR-PRESSO did not detect horizontal pleiotropy (p = 0.972). However, no association was observed between other thyroid diseases and DVT using the IVW, weighted median, and MR-Egger regression methods.ConclusionsThis study revealed that autoimmune hyperthyroidism may cause DVT; however, more evidence and larger sample sizes are required to draw more precise conclusions.

Effects of Obesity on Systemic Complications After Operative Pelvic Ring Fractures.

To determine the effect of obesity on systemic complications after operative pelvic ring injuries. Retrospective cohort study. Single level 1 trauma center. All patients at a level 1 trauma center who underwent operative fixation of a pelvic ring injury from 2015 to 2022 were included. Patients were grouped based on body mass index (BMI) into 4 categories (normal = BMI <25, overweight = BMI 25-30, obese = BMI 30-40, and morbidly obese BMI >40). Systemic complications including acute respiratory distress syndrome, pneumonia, sepsis, deep venous thrombosis (DVT), pulmonary embolism, ileus, acute kidney injury (AKI), myocardial infarction, and mortality were recorded. Patients who developed a complication were compared with those who did not regarding demographic and clinical parameters to determine risk factors for each complication. A total of 1056 patients underwent pelvic ring fixation including 388 normal BMI, 267 overweight, 289 obese, and 112 morbidly obese patients. The average age of all patients was 36.9 years, with a range from 16 to 85 years. Overall, 631 patients (59.8%) were male. The overall complication and mortality rates were 23.2% and 1.4%, respectively. BMI was a significant independent risk factor for all-cause complication with an odds ratio of 1.67 for overweight, 2.30 for obese, and 2.45 for morbidly obese patients. The risk of DVT and AKI was also significantly increased with every weight class above normal with ORs of 5.06 and 3.02, respectively, for morbidly obese patients (BMI >40). This study demonstrated that among patients undergoing pelvic ring fixation, higher BMI was associated with increased risks of overall complication, specifically DVT and AKI. As the prevalence of obesity continues to increase in the population, surgeons should be cognizant that these patients may be at higher risk of certain postoperative complications during the initial trauma admission. Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.

Association between socioeconomic and psychosocial factors with use of interventional and surgical treatments and outcomes in patients with myocardial infarction – Inpatient data of the largest European health care system

BackgroundMyocardial infarction (MI) is an important driver of both morbidity and mortality on a global scale. Elucidating social inequalities may help to identify vulnerable groups as well as treatment imbalances and guide efforts to improve care for MI. MethodsAll hospitalized patient-cases with confirmed MI 2005-2020 in Germany were included in the study and stratified for socioeconomic or psychosocial factors (SPF) and the impact of SPF on treatment usage and adverse in-hospital events was analyzed. ResultsOverall, 4,409,597 hospitalizations of MI patients were included; of these, 17,297 (0.4 %) were coded with SPF. These patients were more often of female sex (49.4 % vs. 36.9 %, P<0.001), older (median 77.0 [IQR: 65.0–84.0] vs. 73.0 [62.0–81.0] years, P<0.001) and revealed an aggravated cardiovascular profile. Although SPF were independently associated with increased usage of cardiac catheterization (OR 1.174 [95 %CI 1.136-1.212]) and percutaneous coronary intervention (OR 1.167 [95 %CI 1.130-1.205]), they were accompanied by higher risk for a prolonged length of in-hospital stay >7 days (OR 1.236 [95 %CI 1.198-1.276]) and >10 days (OR 1.296 [95 %CI 1.254-1.339]). While SPF were associated with increased risk for deep venous thrombosis and/or thrombophlebitis (OR 1.634 [95 %CI 1.427-1.870]), pulmonary embolism (OR 1.337 [95 %CI 1.149-1.555]), and acute renal failure (OR 1.170 [95 %CI 1.105-1.240), these SPF were inversely associated with in-hospital case-fatality (OR 0.461 [95 %CI 0.433-0.490]). ConclusionsThis study demonstrates that SPF in hospitalized MI patients have significant impacts on treatments and outcomes. Fortunately, our data did not revealed an underuse of interventional treatments in MI patients with SPF.

Risk of deep venous thrombosis associated with peripherally inserted central catheter: A retrospective cohort study of 11.588 catheters in Brazil.

Deep Venous Thrombosis (DVT) due to Peripherally Inserted Central Catheter (PICC) is one of the most threatening complications after device insertion. To assess the rate of PICC-associated DVT and analyze the risk factors associated with this event in cancer and critically ill patients. We conducted a descriptive, retrospective cohort study with 11,588 PICCs from December 2014 to December 2019. Patients ≥ 18 years receiving a PICC were included. Pre-and post-puncture variables were collected and a logistic regression was used to identify the independent factors associated with the risk of DVT. The DVT prevalence was 1.8% (n = 213). The median length of PICC use was 15.3 days. The median age was 75 years (18; 107) and 52% were men, 53.5% were critically ill and 29.1% oncological patients. The most common indications for PICC's were intravenous antibiotics (79.1%). Notably, 91.5% of PICC showed a catheter-to-vein ratio of no more than 33%. The tip location method with intracavitary electrocardiogram was used in 43%. Most catheters (67.9%) were electively removed at the end of intravenous therapy. After adjusting for cancer profile ou chemotherapy, regression anaysis revealed that age (OR 1.011; 95% CI 1.002-1.020), previous DVT (OR 1.96; 95% CI 1.12-3.44) and obstruction of the device (OR 1.60; 95% CI 1.05-2.42) were independent factors associated with PICC-associated DVT, whereas the use of an anticoagulant regimen was a protective variable (OR 0.73; 95% CI 0.54-0.99). PICC is a safe and suitable intravenous device for medium and long-term therapy, with low rates of DVT even in a cohort of critically ill and cancer patients.

Abstract 3088: Inferior Vena Cava (IVC) Thrombosis In A Patient With May Thurner Syndrome: A Rare Case Of Thrombotic Iliocaval Obstruction In Octogenarian Population.

Introduction: May Thurner Syndrome is an extrinsic compression of the left common iliac vein by the right common iliac artery against lumbar spine. It is a rare cause of the lower extremity deep venous thrombosis (DVT) in octogenarian population. There is barely any data to document the association of IVC thrombosis with May Thurner Syndrome. Blood stasis in the setting of venous compression can increase the risk for DVT distally but proximal DVT is rare in absence of any other risk factors of thromboembolism. Case Representation: We present a unique case of 86-year-old female who was incidentally diagnosed with IVC thrombosis, left common iliac vein thrombosis, and left sided May Thurner Syndrome that is never documented before in octogenarian population. She had IVC thrombosis extending to the left common iliac vein with extrinsic compression by the right common iliac artery. This case is unique as our patient did not have any risk factor for venous thrombosis other than May Thurner Syndrome. Conclusion: May Thurner Syndrome can increase the risk for DVT proximal propagation and IVC thrombosis. The management of IVC thrombosis and May Thurner Syndrome in octogenarian population needs to account for risk of pulmonary embolism and mortality when avoiding anticoagulation compared to risk of morbidity and mortality from bleeding with anticoagulation. The decision to further manage depends upon clinical features, risk factors and institutional resources.

Incidence of deep venous thrombosis in patients with hemophilia undergoing bilateral simultaneous total knee arthroplasty: a retrospective cohort study

BackgroundHemophilic arthropathy usually affects the knees bilaterally. In order to reduce costs and improve rehabilitation, bilateral simultaneous total knee arthroplasty (TKA) can be performed. However, pharmacological prophylaxis for deep venous thrombosis (DVT) remains controversial in patients with severe hemophilia. The purpose of this study was to establish the incidence of DVT in severe hemophilia A patients undergoing bilateral simultaneous TKA without pharmacological thromboprophylaxis.MethodsConsecutive patients with severe hemophilia A undergoing bilateral simultaneous TKA at a single center between January 2015 and December 2020 were retrospectively reviewed. All patients received a modified coagulation factor substitution regimen. Tranexamic acid (TXA) was used for hemostasis in all patients during surgery. All patients followed a standardized postoperative protocol with routine mechanical thromboprophylaxis, and none received anticoagulation. D-dimer was measured preoperatively, on the day of the operation and on postoperative days 1, 7 and 14. Ultrasound (US) of the lower extremities was performed before (within 3 days of hospitalization) and after surgery (days 3 and 14) to detect asymptomatic DVT. Patients were followed up until 2 years after surgery for the development of symptomatic DVT or pulmonary embolism (PE).Results38 male patients with severe hemophilia A underwent 76 simultaneous TKAs. Mean (± standard deviation) age at the time of operation was 41.7 (± 17.1) years. Overall, 47.3% of patients had D-dimer concentrations above the threshold 10 µg/mL on day 7 and 39.5% on day 14. However, none of the patients had DVT detected on postoperative US, nor developed symptomatic DVT or PE during the 2-year follow-up.ConclusionsThe risk of DVT in patients with severe hemophilia A after bilateral simultaneous TKA is relatively low, and routine pharmacological thromboprophylaxis may not be needed.

327 Sustained Improvement in Compliance With Use of Sequential Compression Devices in a Neurosurgery Patient Population of a Safety-Net Hospital

INTRODUCTION: Sequential Compression Devices (SCDs) are utilized in perioperative patients given increased risks of deep venous thrombosis from mobility reductions and post-operative inflammatory responses. Additionally, mechanical prophylaxis is crucial in patients where chemical prophylaxis is contraindicated. Previous work has found SCD compliance far less than expected. METHODS: Across a 9-month period (August-April), we tracked which neurosurgical patients in stepdown units had SCDs on and properly functioning. When not on or properly functioning, we documented the missing element. Compliance was calculated daily as the percentage of patients who were SCD compliant out of all patients with SCD orders, then averaged over the month, for each month. Most common barriers to compliance were identified. Together with nursing management, we designed and implemented a best practice alert to facilitate nursing education and supply chain management, at month 3. The impact was tracked over the next six months, with a 4-months break from November-February. RESULTS: Compliance averaged 19.7% (n = 95) during August, and 38.4% (n = 131) in September. After implementation of the best practice nursing alert and supply chain upgrades, compliance was 48.8% (n = 150) in October, 41.2% (n = 104) in March, and 45.9% (n = 76) in April. Residual barriers to compliance included patient behavior and equipment issues. Compliance was significantly increased from baseline in August to October (z = 5.042). The significant difference was sustained through March (z = 3.402) and April (z = 3.730). CONCLUSIONS: While initial improvement was attributed to a Hawthorne effect, implementation of the best practice nursing alert likely facilitated the sustained improvement in SCD compliance despite the break in surveillance. SCD compliance nonetheless remained below 50%. Further study is warranted to address the remaining barriers, such as improving patient engagement and minimizing equipment malfunction.

Association of persistent postoperative hyperglycemia with mortality after elective craniotomy.

The influence of persistent postoperative hyperglycemia after craniotomy has not yet been explored. This study aimed to investigate the hypothesis that persistent postoperative hyperglycemia is associated with mortality in patients undergoing an elective craniotomy. This study included adult patients (age ≥ 18 years) undergoing an elective craniotomy between January 2011 and March 2021 at the West China Hospital, Sichuan University. Peak daily blood glucose values measured within the first 7 days after craniotomy were collected. Persistent hyperglycemia was defined by two or more consecutive serum glucose levels of mild, moderate, or severe hyperglycemia. Normoglycemia, mild hyperglycemia, moderate hyperglycemia, and severe hyperglycemia were defined as glucose values of ≤ 6.1 mmol/L, > 6.1 and ≤ 7.8 mmol/L, > 7.8 and ≤ 10.0 mmol/L, and > 10.0 mmol/L, respectively. This study included 14,907 patients undergoing an elective craniotomy. In the multivariable analysis, both moderate (adjusted OR 3.76, 95% CI 2.68-5.27) and severe (adjusted OR 3.82, 95% CI 2.54-5.76) persistent hyperglycemia in patients were associated with higher 30-day mortality compared with normoglycemia. However, this association was not observed in patients with mild hyperglycemia (adjusted OR 1.32, 95% CI 0.93-1.88). Interestingly, this association was observed regardless of whether patients had preoperative hyperglycemia. There was no interaction between moderate or severe hyperglycemia and preexisting diabetes (p for interaction = 0.65). When postoperative peak blood glucose values within the first 7 days after craniotomy were evaluated as a continuous variable, for each 1-mmol/L increase in blood glucose, the adjusted OR of 30-day mortality was 1.17 (95% CI 1.14-1.21). Postoperative blood glucose (area under the curve [AUC] = 0.78) was superior to preoperative blood glucose (AUC = 0.65; p < 0.001) for predicting mortality. Moderate and severe persistent hyperglycemia in patients were associated with an increased risk of deep venous thrombosis (adjusted OR 3.20, 95% CI 2.31-4.42), pneumonia (adjusted OR 2.77, 95% CI 2.40-3.21), myocardial infarction (adjusted OR 4.38, 95% CI 3.41-5.61), and prolonged hospital stays (adjusted OR 1.43, 95% CI 1.29-1.59). In patients undergoing an elective craniotomy, moderate and severe persistent postoperative hyperglycemia were associated with an increased risk of mortality compared with normoglycemia, regardless of preoperative hyperglycemia.

Analysis of High-Risk Factors and Construction of a Nomogram Predictive Model for Deep Venous Thrombosis in Pelvic and Acetabular Fracture Patients Treated Conservatively.

This study aims to develop a predictive nomogram model to assist physicians in making evidence-based decisions and potentially reduce the incidence of deep venous thrombosis (DVT). We conducted a retrospective study, including patients admitted to the hospital from January 2014 to January 2022 with a closed, single pelvic or acetabular fracture. Comprehensive data were collected for each patient, encompassing demographics, injury characteristics, comorbidities, and results from laboratory tests and lower extremity ultrasounds. Potential risk factors were identified by univariate and multivariate logistic regression analyses. The predictive model was constructed and then internally validated. Calibration accuracy was assessed using a calibration slope and the Hosmer-Lemeshow goodness-of-fit test. The discrimination of the nomogram model was evaluated using the C-statistic. Out of 232 individuals who underwent conservative treatment, 57 (24.6%) were classified into the DVT group and 175 (75.4%) into the non-DVT group based on lower extremity ultrasound findings. Predominantly, patients were aged between 41 and 65 in both groups. Body mass index (BMI) comparison showed that 54.29% (95/175) of the non-DVT group fell within the healthy weight range, while 45.61% (26/57) in the DVT group were overweight. Notably, the proportion of obesity in the DVT group was more than double that in the non-DVT group, indicating a higher DVT risk with increasing BMI (P=0.0215). Lower red blood cell (RBC) counts were observed in DVT patients compared to non-DVT ones (P<0.001). A similar pattern emerged for D-dimer, a marker for blood clot formation and dissolution, with significant differences noted (P=0.029). Multivariable analysis identified age, BMI, associated organ injury (AOI), American Society of Anesthesiologists score, hemoglobin (HGB), RBC, and D-dimer as candidate predictors. Significant variables included age (OR, 3.04; 95% CI, 1.76-5.26; P<0.001), BMI (OR, 1.97; 95% CI, 1.22-3.18; P=0.006), AOI (OR, 2.05; 95% CI, 1.07-3.95; P=0.031), and HGB (HR, 0.59; 95% CI, 0.39-0.88; P=0.010). The discrimination was 0.787, with a corrected c-index of 0.753. Calibration plots and the Hosmer-Lemeshow test indicated a good fit (P=0.7729). Decision curve analysis revealed a superior net clinical benefit when the predicted probability threshold ranged from 0.05 to 0.95. We developed a nomogram predictive model, and it could act as a practical tool in clinical workflows to assist physicians in making favorable medical decisions, which potentially reduces the incidence of DVT in those patients with pelvic and acetabular fractures treated conservatively.

Association of adverse cardiovascular events with gabapentin and pregabalin among patients with fibromyalgia.

Fibromyalgia, a chronic pain disorder, impacts approximately 2% of adults in the US. Gabapentin and pregabalin are common treatments to manage fibromyalgia-related pain. Our recent study showed the risk of adverse cardiovascular events increased in diabetic neuropathy patients who were prescribed gabapentin or pregabalin. Here, we investigated whether the prescription of gabapentin or pregabalin has similar cardiovascular risk in patients with fibromyalgia. This retrospective cohort study leveraged electronic health records from 64 US healthcare organizations with 112 million patients. The study population included 105,602 patients first diagnosed with fibromyalgia and followed by a prescription of gabapentin, pregabalin, or other FDA-approved drugs for treating fibromyalgia from 2010 to 2019. Outcomes were deep venous thrombosis (DVT), myocardial infarcts (MI), peripheral vascular disease (PVD), strokes, heart failure, and pulmonary embolism (PE). In propensity-score-matched cohorts, 1-year and 5-year hazard ratios (HRs) were computed with their respective 95% confidence intervals (CIs). Additionally, we conducted sensitivity analyses on the subpopulations without other possible indications. For 5-year follow-up, gabapentin increased the risk of PVD (HR = 1.46, 95% CI = 1.17-1.80), MI (HR = 1.31, 95% CI = 1.03-1.66), heart failure (HR = 1.27, 95% CI = 1.10-1.48), DVT (HR = 1.80, 95% CI = 1.33-2.44), and PE (HR = 2.23, 95% CI = 1.62-3.07). Pregabalin increased the risk of DVT (HR = 1.49, 95% CI = 1.01-2.20), and PE (HR = 2.24, 95% CI = 1.43-3.50). For 1-year follow-up, gabapentin increased the risk of PVD (HR = 1.32, 95% CI = 1.11-1.57), DVT (HR = 1.35, 95% CI = 1.09-1.68), and PE (HR = 1.36, 95% CI = 1.17-1.57). Pregabalin increased the risk of PVD (HR = 1.32, 95% CI = 1.06-1.63) and PE (HR = 1.25, 95% CI = 1.03-1.52). Sensitivity analyses showed similar trends. In fibromyalgia patients, the prescription of gabapentin and pregabalin moderately increased the risk of several adverse cardiovascular events. This risk, together with benefits and other adverse reactions, should be considered when prescribing these medications for fibromyalgia patients.

Application of the Caprini risk model in preventing deep venous thrombosis formation in patients with nephrotic syndrome.

To explore the effectiveness of the Caprini model in preventing Deep venous thrombosis (DVT) in patients with nephrotic syndrome (NS), in order to provide a reference for reducing poor prognosis in patients with NS. A retrospective study was conducted on 150 cases of NS patients treated at Zibo Central Hospital from January 2021 to January 2023. Their clinical data were collected from the medical record management system of the hospital. The patients were divided into two groups: an observation group (75 patients) who received Caprini risk evaluation at admission and designed interventions based on their risk level, and a routine group (75 patients) who received conventional interventions. Clinical data, including the occurrence of DVT, renal function, inflammation, complications and satisfaction with the work of medical staff, were compared between the evaluation and routine groups. The incidence of DVT in the observation group (6.67%) was significantly lower than that in the Routine group (17.33%) (P < 0.05). Three days after surgery, the difference in thigh circumference increased in both groups. However over time, the difference decreased, with the observation group consistently showing lower values (P < 0.05). On the fifth day after surgery, the D-D level was lower, and PT level higher in the observation group compared to the Routine group (both P < 0.05). Before intervention, 24 h urinary protein, BUN, SCr, WBC, Hs-CRP and IL-6 levels were similar between the two groups (all P > 0.05). After intervention, renal function and inflammation improved in both groups, with greater improvement observed in the observation group (P < 0.05). Additionally, the incidence of complications (except DVT) in the observation group (8.00%) was lower than in the Routine group (21.33%) (P < 0.05). Patients in the observation group also reported higher satisfaction with nursing and treatment. The Caprini score is an effective tool for guiding predictive care in NS patients, significantly reducing the risk of DVT. Additionally, implementing risk-based interventions according to the Caprini score enhances renal function, decreases the incidence of complications, and improves patient satisfaction with nursing and treatment.