ABSTRACT

OBJECTIVE: To provide procedure-specific estimates of the risk of symptomatic venous thromboembolism (VTE) and major bleeding, in the absence of thromboprophylaxis, following gynecologic cancer surgery.

DATA SOURCES: We conducted comprehensive searches on Embase, MEDLINE, Web of Science, and Google Scholar for observational studies. We also reviewed reference lists of eligible studies and review articles. We performed separate searches for randomized trials addressing effects of thromboprophylaxis and conducted a web-based survey on thromboprophylaxis practice.

STUDY ELIGIBILITY CRITERIA: Observational studies enrolling ≥50 adult patients undergoing gynecologic cancer surgery procedures reporting absolute incidence for at least one of the following: symptomatic pulmonary embolism, symptomatic deep vein thrombosis, symptomatic VTE, bleeding requiring reintervention (including re-exploration and angioembolization), bleeding leading to transfusion or post-operative hemoglobin <70

STUDY APPRAISAL AND SYNTHESIS METHODS: Two reviewers independently assessed eligibility, performed data extraction, and evaluated risk of bias of eligible articles. We adjusted the reported estimates for thromboprophylaxis and length of follow-up and used the median value from studies to determine cumulative incidence at 4 weeks post-surgery stratified by patient VTE risk factors, and used the GRADE approach to rate evidence certainty.

RESULTS: We included 188 studies (398,167 patients) reporting on 37 gynecologic cancer surgery procedures. The evidence certainty was generally low to very low. Median symptomatic VTE risk (in the absence of prophylaxis) was <1%2.0% in 13 of 37 (35%). The risks of VTE varied from 0.1% in low VTE risk patients undergoing cervical conization to 33.5% in high VTE risk patients undergoing pelvic exenteration. Estimates of bleeding requiring reintervention varied from <0.1%<1%

CONCLUSIONS: VTE reduction with thromboprophylaxis likely outweighs increase in bleeding requiring reintervention in many gynecologic cancer procedures (e.g., open surgery for ovarian cancer and pelvic exenteration). In some procedures (e.g., laparoscopic total hysterectomy without lymphadenectomy), thromboembolism and bleeding risks are similar, and decisions depend on individual risk prediction and values and preferences regarding VTE and bleeding.

PMID:37827272 | DOI:10.1016/j.ajog.2023.10.006

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PubMed articles on: Cancer & VTE/PE

Accuracy of the ACS NSQIP Surgical Risk Calculator for Predicting Postoperative Complications in Gastric Cancer Following Open Gastrectomy

Am Surg. 2023 Oct 12:31348231206581. doi: 10.1177/00031348231206581. Online ahead of print.

ABSTRACT

INTRODUCTION: The prediction of complications before gastric surgery is of utmost importance in shared decision making and proper counseling of the patient in order to minimize postoperative complications. Our aim was to evaluate the predictive validity of American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP) risk calculator in gastric cancer patients who underwent gastrectomy.

METHODS: Preoperative assessment data of 432 patients were retrospectively reviewed and manually entered into the calculator. The accuracy of the calculator was evaluated using Pearson's chi-squared test, C-statistic, Brier score, and Hosmer-Lemeshow test.

RESULTS: The lowest Brier scores were observed in urinary tract infection, renal failure, venous thromboembolism, pneumonia, and cardiac complications. Best results were obtained for predicting sepsis, discharge to rehabilitation facility, and death (low Brier scores, C-statistic >.7, and Hosmer-Lemeshow P > .05).

CONCLUSION: The calculator had a strong performance in predicting sepsis, discharge to the rehabilitation facility, and death. However, it performed poor in predicting the most commonly observed events (any or serious complication and surgical site infection).

PMID:37823864 | DOI:10.1177/00031348231206581

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PubMed articles on: Cancer & VTE/PE

Venous thromboembolism prevention in cancer care: implementation strategies to address underuse

Res Pract Thromb Haemost. 2023 Aug 20;7(7):102173. doi: 10.1016/j.rpth.2023.102173. eCollection 2023 Oct.

ABSTRACT

BACKGROUND: Evidenced-based interventions have been developed to prevent venous thromboembolism (VTE) in ambulatory patients with cancer, including VTE-risk assessment for all patients and targeted primary thromboprophylaxis for high-risk patients. Despite supportive evidence and recommendations, oncologists rarely assess VTE risk or provide primary prophylaxis. Our previous work identified barriers and facilitators to using VTE prevention interventions in oncology practice.

OBJECTIVES: To identify potential strategies that address the identified barriers and leverage facilitators to achieve successful implementation of evidence-based interventions for VTE prevention in oncology practice.

METHODS: We used the Implementation Research Logic Model, an implementation science framework, to map the relationships among barriers and facilitators, feasible and effective implementation strategies, and implementation and clinical outcomes that will be used to evaluate the implementation strategies.

RESULTS: We identified 12 discrete implementation strategies (eg, conducting clinician education and training and staged implementation scale-up) that address barriers and leverage facilitators through their mechanisms of action (eg, increased clinician awareness of evidence and targeting the highest effectiveness). We identified key implementation (eg, penetration, adoption, acceptability, fidelity, appropriateness, and sustainability), system (eg, integration of VTE-risk assessment into clinical workflow), and clinical (eg, lower VTE rates) outcomes targeted by the selected strategies.

CONCLUSION: Using the Implementation Research Logic Model framework and building on our knowledge of barriers and facilitators, we identified implementation strategies and important outcomes to evaluate these strategies. We will use these results to test and measure the strategies to improve the uptake of evidence-based recommendations for VTE prevention in oncology practice.

PMID:37822563 | PMC:PMC10562910 | DOI:10.1016/j.rpth.2023.102173

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PubMed articles on: Cancer & VTE/PE

Tissue factor pathway inhibitor is associated with risk of venous thromboembolism and all-cause mortality in patients with cancer

Haematologica. 2023 Oct 12. doi: 10.3324/haematol.2023.283581. Online ahead of print.

ABSTRACT

Venous thromboembolism (VTE) is a common complication in patients with cancer. Data on the role of natural inhibitors of coagulation for occurrence of cancerassociated VTE are limited, thus, we investigated the association of tissue factor pathway inhibitor (TFPI) with risk of VTE and all-cause mortality in patients with cancer. Total TFPI antigen levels were measured with a commercially available ELISA in patients included in the Vienna Cancer and Thrombosis Study, a prospective observational cohort study with the primary outcome VTE. Competing risk analysis and Cox regression analysis were performed to explore the association of TFPI levels with VTE and all-cause mortality. TFPI was analyzed in 898 patients (median age: 62 years [interquartile range, IQR: 53-68]; 407 [45%] women). Sixtyseven patients developed VTE and 387 died (24-month cumulative risk: 7.5% and 42.1%, respectively). Patients had median TFPI levels at study inclusion of 56.4ng/mL (IQR: 45.7-70.0), with highest levels in tumor types known to have a high risk of VTE (gastroesophageal-, pancreatic and brain-cancer: 62.0ng/mL [IQR: 52.0-75.0]). In multivariable analysis adjusting for age, sex, cancer type and stage, TFPI levels were associated with VTE risk (SHR per doubling: 1.63, 95%CI: 1.03-2.57). When patients with high and intermediate/low VTE risk were analyzed separately, the association remained independently associated in the high risk group only (SHR: 2.63, 95%CI: 1.40-4.94). TFPI levels were independently associated with all-cause mortality (HR: 2.36, 95%CI: 1.85-3.00). In cancer patients increased TFPI levels are associated with VTE risk, specifically in patients with high risk tumor types, and with all-cause mortality.

PMID:37822244 | DOI:10.3324/haematol.2023.283581

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PubMed articles on: Cancer & VTE/PE

Computer image analysis with artificial intelligence: a practical introduction to convolutional neural networks for medical professionals

Postgrad Med J. 2023 Oct 4:qgad095. doi: 10.1093/postmj/qgad095. Online ahead of print.

ABSTRACT

Artificial intelligence tools, particularly convolutional neural networks (CNNs), are transforming healthcare by enhancing predictive, diagnostic, and decision-making capabilities. This review provides an accessible and practical explanation of CNNs for clinicians and highlights their relevance in medical image analysis. CNNs have shown themselves to be exceptionally useful in computer vision, a field that enables machines to 'see' and interpret visual data. Understanding how these models work can help clinicians leverage their full potential, especially as artificial intelligence continues to evolve and integrate into healthcare. CNNs have already demonstrated their efficacy in diverse medical fields, including radiology, histopathology, and medical photography. In radiology, CNNs have been used to automate the assessment of conditions such as pneumonia, pulmonary embolism, and rectal cancer. In histopathology, CNNs have been used to assess and classify colorectal polyps, gastric epithelial tumours, as well as assist in the assessment of multiple malignancies. In medical photography, CNNs have been used to assess retinal diseases and skin conditions, and to detect gastric and colorectal polyps during endoscopic procedures. In surgical laparoscopy, they may provide intraoperative assistance to surgeons, helping interpret surgical anatomy and demonstrate safe dissection zones. The integration of CNNs into medical image analysis promises to enhance diagnostic accuracy, streamline workflow efficiency, and expand access to expert-level image analysis, contributing to the ultimate goal of delivering further improvements in patient and healthcare outcomes.

PMID:37794609 | DOI:10.1093/postmj/qgad095

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PubMed articles on: Cancer & VTE/PE

Impact of venous thromboembolism on the mortality in patients with cancer: a population-based cohort study

Lancet Reg Health Eur. 2023 Sep 28;34:100739. doi: 10.1016/j.lanepe.2023.100739. eCollection 2023 Nov.