Increasing physical activity among older adults with gynecologic cancers: a qualitative study.

PURPOSE: The purpose of this study was to gain an understanding of older gynecologic cancer patients' preferences and opinions related to physical activity during chemotherapy, including interventions to promote physical activity. METHODS: Gynecologic cancer patients 60 years or older receiving chemotherapy at a single institution within the last 12 months completed questionnaires and a semi-structured interview asking about their preferences for physical activity interventions aimed at promoting physical activity while receiving treatment. RESULTS: Among the 30 gynecologic cancer patients surveyed and interviewed, a majority agreed with the potential usefulness of a physical activity intervention during chemotherapy (67%) and most reported they would be willing to use an activity tracker during chemotherapy (73%). They expressed a preference for an aerobic activity intervention such as walking, indicated a desire for education from their clinical team on the effects physical activity can have on treatment symptoms, and stated a need for an intervention that could be accessed from anywhere and anytime. Additionally, they emphasized a need for an intervention that considered their treatment symptoms as these were a significant barrier to physical activity while on chemotherapy. CONCLUSION: In this study of older gynecologic cancer patients receiving chemotherapy, most were open to participating in a virtually accessible and symptom-tailored physical activity intervention to promote physical activity during chemotherapy.

Low serum creatinine levels are associated with major post-operative complications in patients undergoing surgery with gynecologic oncologists.

OBJECTIVE: Serum creatinine is a byproduct of muscle metabolism, and low creatinine is postulated to be associated with diminished muscle mass. This study examined the association between low pre-operative serum creatinine and post-operative outcomes. METHODS: This retrospective cohort study utilized the 2014-2021 National Surgical Quality Improvement Program to identify patients undergoing surgery with gynecologic oncologists. Patients with missing pre-operative creatinine, end-stage renal disease, sepsis, septic shock, dialysis, or pregnancy were excluded. Pre-operative creatinine was categorized into markedly low (≤0.44 mg/dL), mildly low (0.45-0.64 mg/dL), normal (0.65-0.84 mg/dL), and four categories of elevated levels (0.85-1.04, 1.05-1.24, 1.25-1.44, and ≥1.45 mg/dL). Outcomes included major (≥Grade 3) 30-day complications, categorized into any complications, wound, cardiovascular and pulmonary, renal, infectious, and thromboembolic complications. Also examined were 30-day readmissions, reoperations, and mortality. Logistic regressions assessed the association between creatinine and complications, with stratification by albumin and sensitivity analysis with propensity score matching. RESULTS: Among 84 786 patients, 0.8% had markedly low, 19.6% mildly low, and 50.2% normal creatinine; the remainder had elevated creatinine. As creatinine decreased, the risks of major complications increased in a dose-dependent manner on univariable and multivariable analyses. A total of 9.6% (n=63) markedly low patients experienced major complications, second to creatinine ≥1.45 mg/dL (9.9%, n=141). On multivariable models, both markedly and mildly low creatinine were associated with higher odds of major complications (OR 1.715, 95% CI 1.299 to 2.264 and OR 1.093, 95% CI 1.001 to 1.193) and infections (OR 1.575, 95% CI 1.118 to 2.218 and OR 1.165, 95% CI 1.048 to 1.296) versus normal. Markedly low creatinine had similar ORs to creatinine ≥1.45 mg/dL and was further associated with higher odds of cardiovascular and pulmonary complications (OR 2.301, 95% CI 1.300 to 4.071), readmissions (OR 1.403, 95% CI 1.045 to 1.884), and mortality (OR 2.718, 95% CI 1.050 to 7.031). After albumin stratification, associations persisted for markedly low creatinine. Propensity-weighted analyses demonstrated congruent findings. CONCLUSIONS: Low creatinine levels are associated with major post-operative complications in gynecologic oncology in a dose-dependent manner. Low creatinine can offer useful information for pre-operative risk stratification, surgical counseling, and peri-operative management.

The activity advantage: Objective measurement of preoperative activity is associated with postoperative recovery and outcomes in patients undergoing surgery with gynecologic oncologists.

OBJECTIVE: To examine the association between objectively-measured preoperative physical activity with postoperative outcomes and recovery milestones in patients undergoing gynecologic oncology surgeries. METHODS: Prospective cohort study of patients undergoing surgery with gynecologic oncologists who wore wearable actigraphy rings before and after surgery from 03/2021-11/2023. Exposures encompassed preoperative activity intensity (moderate- and vigorous-intensity metabolic equivalent of task-minutes [MAVI MET-mins] over seven days) and level (average daily steps over seven days). Intensity was categorized as <500, 500-1000, and >1000 MAVI MET-mins; level categorized as <8000 and ≥8000 steps/day. Primary outcome was 30-day complications. Secondary outcomes included reaching postoperative goal (≥70% of recommended preoperative intensity and level thresholds) and return to baseline (≥70% of individual preoperative intensity and level). RESULTS: Among 96 enrolled, 87 met inclusion criteria, which constituted 39% (n = 34) with <500 MET-mins and 56.3% (n = 49) with <8000 steps preoperatively. Those with <500 MET-mins and <8000 steps had higher ECOG scores (p = 0.042 & 0.037) and BMI (p = 0.049 & 0.002) vs those with higher activity; all other perioperative characteristics were similar between groups. Overall, 29.9% experienced a 30-day complication, 29.9% reached postoperative goal, and 64.4% returned to baseline. On multivariable models, higher activity was associated with lower odds of complications: 500-1000 MET-mins (OR = 0.26,95%CI = 0.07-0.92) and >1000 MET-mins (OR = 0.25,95%CI = 0.07-0.94) vs <500 MET-mins; ≥8000 steps (OR = 0.25,95%CI = 0.08-0.73) vs <8000 steps. Higher preoperative activity was associated fewer days to reach postoperative goal. CONCLUSION: Patients with high preoperative activity are associated with fewer postoperative complications and faster attainment of recovery milestones. Physical activity may be considered a modifiable risk factor for adverse postoperative outcomes.

In the patient's shoes: The impact of hospital proximity and volume on stage I endometrial cancer care patterns and outcomes.

OBJECTIVE: To compare the impact of travel burden and hospital volume on care patterns and outcomes in stage I endometrial cancer. METHODS: This retrospective cohort study identified patients from the National Cancer Database with stage I epithelial endometrial carcinoma who underwent hysterectomy between 2012 and 2020. Patients were categorized into: lowest quartiles of travel distance and hospital surgical volume for endometrial cancer (Local) and highest quartiles of distance and volume (Travel). Primary outcome was overall survival. Secondary outcomes were surgery route, lymph node (LN) assessment method, length of stay (LOS), 30-day readmission, and 30- and 90-day mortality. Results were stratified by tumor recurrence risk. Outcomes were compared using propensity-score matching. Propensity-adjusted survival was evaluated using Kaplan-Meier curves and compared using log-rank tests. Cox models estimated hazard ratios for death. Sensitivity analysis using modified Poisson regressions was performed. RESULTS: Among 36,514 patients, 51.4% were Local and 48.6% Travel. The two cohorts differed significantly in demographics and clinicopathologic characteristics. Upon propensity-score matching (p < 0.05 for all), more Travel patients underwent minimally invasive surgery (88.1%vs79.1%) with fewer conversions to laparotomy (2.0%vs2.6%), more sentinel (20.5%vs11.3%) and fewer traditional LN assessments (58.1vs61.7%) versus Local. Travel patients had longer intervals to surgery (≥30 days:56.7%vs50.1%) but shorter LOS (<2 days:76.9%vs59.8%), fewer readmissions (1.9%vs2.7%%), and comparable 30- and 90-day mortality. OS and HR for death remained comparable between the matched groups. CONCLUSIONS: Compared to surgery in nearby low-volume hospitals, patients with stage I epithelial endometrial cancer who travelled longer distances to high-volume centers experienced more favorable short-term outcomes and care patterns with comparable long-term survival.

Shifting trends and sicker patients: Reassessing hysterectomy performed for benign indications by gynecologic oncologists.

OBJECTIVE: To assess trends and differences in patient characteristics, complications, and distributions of hysterectomy for benign indications by benign gynecologists (BG) and gynecologic oncologists (GO). METHODS: This retrospective cohort study identified patients undergoing hysterectomy for benign indications using the National Surgical Quality Improvement Program data from 2014 to 2021. Exclusions were made for gynecologic or disseminated cancers, ascites, non-gynecologic surgeons, and cesarean hysterectomies. Primary outcome was major (≥Grade 3) 30-day complications, categorized into any complications, wound, cardiovascular and pulmonary, renal, infectious, andthromboembolic complications. Thirty-day readmissions, reoperations, and mortality were also analyzed. Propensity score matching was performed in a 1:1 match of GO to BG patients and was compared. Linear regressions assessed trends. RESULTS: Among 198,767 patients, 18% (n = 37,707) underwent hysterectomy for benign indications with GO. GO patients exhibited more risk factors for complications and differed significantly from BG patients in comorbidities and perioperative characteristics. Overall, GO patients had higher major complication rates (3.1% vs 2.2%, p < 0.001) and for several other composite complications. After matching, compared to BG, GO-performed hysterectomies had similar rates of major complications (3.0% vs 3.0%, p = 0.55) and no differences in other composite complications, except fewer reoperations (1.2 % vs 1.5%, p < 0.01) and wound complications (0.4% vs 0.5%, p = 0.02) in GO patients. Over the eight years, the percentage of GO-performed hysterectomy (ß = 0.41, R2 = 0.71,p < 0.01) increased significantly whereas BG-performed surgeries decreased by the same magnitude. BG had a significant decrease in frail patients (ß = -0.47, R2 = 0.90, p < 0.01), but GO did not (ß = -0.36, R2 = 0.38, p = 0.10). CONCLUSIONS: GO are performing more hysterectomies for benign indications on higher-risk patients. However, on a matched cohort, risks of major complications were similar between GO and BG.

Large Publication Gap for Gynecologic Cancers in High-Impact Factor Journals.

OBJECTIVE: To analyze research publication trends in high-impact factor journals, comparing gynecologic cancers with other cancers from 2000 to 2018. METHODS: Abstracts from the 55 journals with the highest impact factors, as measured by Clarivate, from 2000 to 2018 were extracted from PubMed. We developed an algorithm to search the title of the abstract to determine whether the abstract was about cancer and to identify the cancer type. The algorithm was validated against the gold standard of human review in 1,143 abstracts. Article proportion was compared with site-specific incidence, mortality, and lethality from the National Cancer Institute's Surveillance, Epidemiology and End Results database using scatterplots and nonparametric Wilcoxon signed-rank test. RESULTS: We identified 128,377 articles; 31,045 (24.1%) were about cancer and 1,189 (3.8%) were about gynecologic cancers. Gynecologic cancers (ovarian, cervical, and uterine) were all poorly represented in high-impact factor journals compared with their incidence, mortality, and lethality. Ovarian, uterine, and cervical cancers ranked in the bottom half of Article-to-Lethality scores ( P <.01 for all comparisons). Analyses of the trends for gynecologic cancers over the past 18 years showed no change over time in Article-to-Lethality scores. Comparison of rankings by lethality with rankings by funding indicates relative underfunding of the gynecologic cancers. CONCLUSION: Research publications in high-impact factor journals by cancer site are not proportionate with individual cancer burden on society. Gynecologic cancers are significantly underrepresented in research publications relative to their disease burden, indicating a disparity that persists over the past 18 years. Relative underfunding of gynecologic cancers likely contributes to this publication gap.

Characterization of pre-operative anemia in patients undergoing surgery by a gynecologic oncologist and association with post-operative complications.

OBJECTIVE: Anemia is prevalent in patients with gynecologic cancers and is associated with increased peri-operative morbidity. We aimed to characterize risk factors for pre-operative anemia and describe outcomes among patients undergoing surgery by a gynecologic oncologist to identify potential areas for impactful intervention. METHODS: We analyzed major surgical cases performed by a gynecologic oncologist in the National Surgical Quality Improvement Program (NSQIP) database from 2014 to 2019. Anemia was defined as hematocrit <36%. Demographic characteristics and peri-operative variables for patients with and without anemia were compared using bivariable tests. Odds of peri-operative complications in patients stratified by pre-operative anemia were calculated using logistic regression models. RESULTS: Among 60 017 patients undergoing surgery by a gynecologic oncologist, 23.1% had pre-operative anemia. Women with ovarian cancer had the highest rate of pre-operative anemia at 39.7%. Patients with advanced-stage cancer had a higher risk of anemia than early-stage disease (42.0% vs 16.3%, p≤0.001). In a logistic regression model adjusting for potential demographic, cancer-related, and surgical confounders, patients with pre-operative anemia had increased odds of infectious complications (odds ratio (OR) 1.16, 95% CI 1.07 to 1.26), thromboembolic complications (OR 1.39, 95% CI 1.15 to 1.68), and blood transfusion (OR 5.78, 95% CI 5.34 to 6.26). CONCLUSIONS: There is a high rate of anemia in patients undergoing surgery by a gynecologic oncologist, particularly those with ovarian cancer and/or advanced malignancy. Pre-operative anemia is associated with increased odds of peri-operative complications. Interventions designed to screen for and treat anemia in this population have the potential for significant impact on surgical outcomes.

Postoperative complications in women with ovarian cancer stratified by cytoreductive surgery outcome.

OBJECTIVE: To compare 30-day postoperative complications for patients with advanced ovarian cancer who underwent resection to no gross residual disease versus optimal and suboptimal cytoreduction. METHODS: A retrospective cohort study of women drawn from the National Surgical Quality Improvement Program who underwent cytoreductive surgery for advanced ovarian cancer between 2014 and 2019 was performed. Exposure of interest was extent of surgical resection defined as no gross residual disease; residual disease <1 cm (optimal); and residual disease >1 cm (suboptimal). Primary outcome was postoperative complication. Associations were examined with bivariable tests and multivariable logistic regression. RESULTS: A total of 2248 women underwent cytoreductive surgery; 68.4% (n = 1538) underwent resection to no gross residual disease, 22.4% (n = 504) had an optimal, and 9.2% (n = 206) had a suboptimal cytoreduction. Optimal cytoreduction patients had the highest rates of any postoperative complication (35.5%, p < 0.001). They also had the longest operative times and procedures that were most surgically complex (203 min, 43.6 relative value units, both p < 0.05). However, patients who underwent optimal cytoreduction did not have increased odds of major complications (adjusted odds ratio: 1.20, 95% confidence interval: 0.91-1.58). CONCLUSION: Patients who underwent optimal cytoreduction had more postoperative complications, required the most operating room time, and represented more complex surgeries compared with suboptimal cytoreduction or resection to no gross residual disease.

Gynecologic oncology tumor board: the central role of the radiologist.

This manuscript is a collaborative, multi-institutional effort by members of the Society of Abdominal Radiology Uterine and Ovarian Cancer Disease Focus Panel and the European Society of Urogenital Radiology Women Pelvic Imaging working group. The manuscript reviews the key role radiologists play at tumor board and highlights key imaging findings that guide management decisions in patients with the most common gynecologic malignancies including ovarian cancer, cervical cancer, and endometrial cancer.

Timing and duration of bevacizumab treatment and survival in patients with recurrent ovarian, fallopian tube, and peritoneal cancer: a multi-institution study.

Bevacizumab has demonstrated significant benefit in recurrent ovarian, fallopian tube and peritoneal cancer (OC), but its optimal position within the sequence of systemic therapies remains controversial. Since rebound progression after bevacizumab has been observed in other cancers, and because bevacizumab is incorporated in several regimens used in the recurrent setting, the duration of treatment may impact survival. We sought to identify whether earlier bevacizumab exposure is associated with prolonged bevacizumab therapy and survival by conducting a multi-institution retrospective study of recurrent OC patients treated with bevacizumab from 2004-2014. Multivariate logistic regression identified factors associated with receiving more than six bevacizumab cycles. Overall survival by duration and ordinal sequence of bevacizumab therapy were evaluated using logrank testing and Cox regression. In total, 318 patients were identified. 89.1% had stage III or IV disease; 36% had primary platinum resistance; 40.5% received two or fewer prior chemotherapy regimens. Multivariate logistic regression demonstrated that primary platinum sensitivity (Odds Ratio (OR) 2.34, p = 0.001) or initiating bevacizumab at the first or second recurrence (OR 2.73, p < 0.001) were independently associated with receiving more than six cycles of bevacizumab. Receiving more cycles of bevacizumab was associated with improved overall survival whether measured from time of diagnosis (logrank p < 0.001), bevacizumab initiation (logrank p < 0.001), or bevacizumab discontinuation (logrank p = 0.017). Waiting one additional recurrence to initiate bevacizumab resulted in a 27% increased hazard of death (Hazard Ratio (HR) 1.27, p < 0.001) by multivariate analysis. In conclusion, patients with primary platinum sensitive disease who received fewer prior lines of chemotherapy were able to receive more cycles of bevacizumab, which was associated with improved overall survival. Survival worsened when bevacizumab was initiated later in the ordinal sequence of therapies.

Use of topic modeling to assess research trends in the journal Gynecologic Oncology.

STUDY OBJECTIVE: There is scant research identifying thematic trends within medical research. This work may provide insight into how a given field values certain topics. We assessed the feasibility of using a machine learning approach to determine the most common research themes published in Gynecologic Oncology over a thirty-year period and to subsequently evaluate how interest in these topics changed over time. METHODS: We retrieved the abstracts of all original research published in Gynecologic Oncology from 1990 to 2020 using PubMed. Abstract text was processed through a natural language processing algorithm and clustered into topical themes using latent Dirichlet allocation (LDA) prior to manual labeling. Topics were investigated for temporal trends. RESULTS: We retrieved 12,586 original research articles, of which 11,217 were evaluable for subsequent analysis. Twenty-three research topics were selected at the completion of topic modeling. The topics of basic science genetics, epidemiologic methods, and chemotherapy experienced the greatest increase over the time period, while postoperative outcomes, reproductive age cancer management, and cervical dysplasia experienced the greatest decline. Interest in basic science research remained relatively constant. Topics were additionally reviewed for words indicative of either surgical or medical therapy. Both surgical and medical topics saw increasing interest, with surgical topics experiencing a greater increase and representing a higher proportion of published topics. CONCLUSIONS: Topic modeling, a type of unsupervised machine learning, was successfully used to identify trends in research themes. The application of this technique provided insight into how the field of gynecologic oncology values the components of its scope of practice and therefore how it may choose to allocate grant funding, disseminate research, and participate in the public discourse.

Enrollment of Racial and Ethnic Minoritized Groups in Gynecologic Oncology Clinical Trials: A Review of the Scope of the Problem, Contributing Factors, and Strategies to Improve Inclusion.

Racial inequities are well-documented across the gynecologic oncology care continuum, including the representation of racial and ethnic minoritized groups (REMGs) in gynecologic oncology clinical trials. We specifically reviewed the scope of REMG disparities, contributing factors, and strategies to improve inclusion. We found systematic and progressively worsening under-enrollment of REMGs, particularly of Black and Latinx populations. In addition, race/ethnicity data reporting is poor, yet a prerequisite for accountability to recruitment goals. Trial participation barriers are multifactorial, and successful remediation likely requires multi-level strategies. More rigorous, transparent data on trial participants and effectiveness studies on REMG recruitment strategies are needed to improve enrollment.

Feasibility and Prediction of Adverse Events in a Postoperative Monitoring Program of Patient-Reported Outcomes and a Wearable Device Among Gynecologic Oncology Patients.

PURPOSE: The objective of this study was to test the feasibility of implementing a postoperative monitoring program for women with gynecologic cancers composed of patient-reported outcomes (PROs) and a wearable activity monitor. METHODS: We prospectively enrolled patients undergoing gynecologic cancer surgery to this single-arm study. Enrolled patients completed PROs (Patient-Reported Outcomes Measurement Information System physical function, sleep disturbance, anxiety, fatigue, and pain intensity) at baseline and one-week intervals for 4 weeks. They also wore a wearable accelerometer device that measured steps, heart rate, and intensity of physical activity. The primary outcome was feasibility. The secondary outcome was prediction of unscheduled contacts with the health care system on a given postoperative day. RESULTS: We enrolled 34 women. Three patients were unevaluable. The mean age was 58 years. The mean body mass index was 31 kg/m2; 17 patients were White (54.8%), 12 patients were Black (38.7%), and two patients (6.5%) were Asian. The overall wear time was 83.8%, and patients responded to 80.4% of the PRO instruments. Twenty-two patients (71%) had an unscheduled contact with the health care system postoperatively (median 1.5, 0.0-8.0). The day of an unscheduled health care utilization event was predicted with acceptable discrimination (area under the receiver operating characteristic curve 0.75; 95% CI, 0.67 to 0.81). PROs of fatigue and physical function were most predictive followed by wearable device outputs of lightly active minutes and average daily heart rate. CONCLUSION: Implementation of a postoperative monitoring program of patient-reported outcomes and a wearable device was feasible. The specific day of an unscheduled contact with the health care system was predicted with acceptable discrimination.

Sleep and gynecological cancer outcomes: opportunities to improve quality of life and survival.

Sleep is important for immune function, metabolic function and physical repair. Sleep is more commonly disrupted in women compared with men and is disrupted by surgery, chemotherapy, and cancer itself, making gynecological oncology patients at higher risk of insomnia and sleep disruption. Insomnia and sleep disruption are linked to increased pain, poorer quality of life, depression, and anxiety which can all negatively affect patient outcomes. A number of environmental, behavioral, and pharmacological interventions have been investigated to improve patient sleep and aid in the recovery process. It is vital to understand and address patient sleep quality in order to give patients the highest quality care and improve outcomes.

Survival and Surgical Approach among Women with Advanced Ovarian Cancer Treated with Neoadjuvant Chemotherapy.

STUDY OBJECTIVE: To evaluate the effect of surgical approach on overall survival (OS) for women with advanced, epithelial ovarian cancer (EOC) after neoadjuvant chemotherapy (NACT) and determine the sociodemographic and clinical factors associated with surgical approach. DESIGN: The primary exposure was surgical approach to interval cytoreduction, minimally invasive versus open, and was evaluated by intention to treat. Primary outcome was OS. Associations were examined using Chi-squared tests, Wilcoxon rank sum tests, and multivariate logistic regression. Survival analysis was performed with Kaplan-Meier methods and Cox proportional hazards. SETTING: The National Cander Database was used to identify eligible patients. PATIENTS: Women diagnosed with stage IIIC/IV EOC from 2010-2016. INTERVENTIONS: Patients were included if they were treated with NACT within 90 days of diagnosis before interval cytoreductive surgery (CRS). MEASUREMENTS AND MAIN RESULTS: A total of 8085 women were identified; 6713 (83%) underwent open interval CRS, and 1372 (17%) underwent minimally invasive interval CRS. The proportion undergoing minimally invasive CRS after NACT increased from 2% in 2010 to 11% in 2016, a nearly 6-fold increase. There was no difference in OS between women who underwent minimally invasive and open interval CRS (median OS 36.5 vs 35.2 months, HR 0.94, 95% CI, 0.86-1.04). After adjusting for demographic and clinical variables, including age, race, ethnicity, income, and Charlson/Deyo score, no difference in OS was observed (HR 0.95, 95% CI, 0.86-1.04). Women of older age (OR 1.35, 95% CI, 1.05-1.74) and Hispanic ethnicity (OR 1.46, 95% CI, 1.14-1.88) had increased odds of receiving minimally invasive CRS after NACT, whereas low income (<$38000/year) women had decreased odds (OR 0.76, 95% CI, 0.60-0.97, p = .03). Length of stay differed for patients undergoing minimally invasive versus open interval CRS (3 vs 5 days, p <.01), but there was no difference in need for postoperative readmission. CONCLUSIONS: Minimally invasive CRS has similar survival outcomes to open CRS among women with EOC who have undergone NACT.

Association between cystoscopy at the time of hysterectomy performed by a gynecologic oncologist and delayed urinary tract injury.

OBJECTIVE: Guidance regarding the use of cystoscopy at the time of hysterectomy is lacking in gynecologic oncology. We compare the rate of delayed urinary tract injury in women who underwent cystoscopy at the time of hysterectomy performed by a gynecologic oncologist for benign or malignant indication with those who did not. METHODS: This was a retrospective cohort study of patients who had a hysterectomy performed by a gynecologic oncologist recorded in the National Surgical Quality Improvement Program between January 2014 and December 2017. The primary outcome was delayed urinary tract injury in the 30-day post-operative period. Secondary outcomes were operative time and urinary tract infection rate. The exposure of interest was cystoscopy at the time of hysterectomy and bivariable tests were used to examine associations. RESULTS: We identified 33 355 women who underwent hysterectomy for benign (41%; n=13 621) or malignant (59%; n=19 734) indications performed by a gynecologic oncologist. Surgical approach was open (39%; n=12 974), laparoscopic or robotic-assisted laparoscopic (55%; n=18 272), and vaginal or vaginally-assisted (6%; n=2109). Overall, 12% of women (n=3873) underwent cystoscopy at the time of surgery; cystoscopy was more commonly performed in laparoscopic (15%; n=2829) and vaginal (12%; n=243) approaches than with open hysterectomy (6%; n=801) (p<0.001). There was no difference in the rate of delayed urinary tract injury in patients who underwent cystoscopy at the time of surgery compared with those who did not (0.4% vs 0.3%, p=0.32). However, patients who underwent cystoscopy were more likely to be diagnosed with a urinary tract infection (3% vs 2%, RR 1.3, 95% CI 1.1 to 1.6). In cases where cystoscopy was performed, median operative time was increased by 9 min (137 vs 128 min, p<0.001). CONCLUSION: Cystoscopy at the time of hysterectomy performed by a gynecologic oncologist does not result in a lower rate of delayed urinary tract injury compared with no cystoscopy.

Reimbursement for Female-Specific Compared With Male-Specific Procedures Over Time.

OBJECTIVE: To evaluate whether per-procedure work relative value units (RVUs) have changed over time and to compare time-based compensation for female-specific procedures compared with male-specific procedures. METHODS: Using the National Surgical Quality Improvement Program files for 2015-2018, we compared operative time and RVUs for 12 pairs of sex-specific procedures. Procedures were matched to be anatomically and technically similar. Procedure-assigned RVUs in 2015 were compared with 1997. Procedure compensation was determined using median dollars per RVU provided in SullivanCotter's 2018 Physician Compensation and Productivity Survey. This was compared with specialty-specific McGraw-Hill per-RVU data from 1994. Statistical analysis was performed with chi-square and Kruskal-Wallis tests. RESULTS: A total of 12,120 patients underwent 6,217 male-specific procedures and 5,903 female-specific procedures. Male-specific procedures had a median (interquartile range) RVU of 25.2 (21.4-25.2), compared with 7.5 (7.5-23.4) for female-specific procedures (P<.001). Male-specific procedures were 79 minutes longer (median [interquartile range] 136 minutes [98-186] vs 57 minutes [25-125], P<.001). Female-specific procedures were reimbursed at a higher hourly rate (10.6 RVU/hour [7.2-16.2] vs 9.7 RVU/hour [7.4-12.8], P<.001). However, male-specific procedures were better reimbursed ($599/h [$457-790] vs $555/h [$377-843], P<.001). Overall, per-procedure RVUs for male-specific surgeries have increased 13%, whereas, for female-specific surgeries, per-procedure RVUs have increased 26%. Reimbursement per RVU for male-specific procedures has decreased 8% ($67.30 to $61.65), whereas for female-specific procedures it has increased 14% ($44.50 to $52.02). CONCLUSION: Increases in RVUs and specialty-specific compensation have resulted in more equitable reimbursement for female-specific procedures. However, even with these changes, there is a lower relative value of work, driven by specialty-specific compensation rates, for procedures performed for women-only compared with equivalent men-only procedures.

Natural language processing with machine learning to predict outcomes after ovarian cancer surgery.

OBJECTIVE: To determine if natural language processing (NLP) with machine learning of unstructured full text documents (a preoperative CT scan) improves the ability to predict postoperative complication and hospital readmission among women with ovarian cancer undergoing surgery when compared with discrete data predictors alone. METHODS: Medical records from two institutions were queried to identify women with ovarian cancer and available preoperative CT scan reports who underwent debulking surgery. Machine learning methods using both discrete data predictors (age, comorbidities, preoperative laboratory values) and natural language processing of full text reports (preoperative CT scans) were used to predict postoperative complication and hospital readmission within 30 days of surgery. Discrimination was measured using the area under the receiver operating characteristic curve (AUC). RESULTS: We identified 291 women who underwent debulking surgery for ovarian cancer. Mean age was 59, mean preoperative CA125 value was 610 U/ml and albumin was 3.9 g/dl. There were 25 patients (8.6%) who were readmitted and 45 patients (15.5%) who developed postoperative complications within 30 days. Using discrete features alone, we were able to predict postoperative readmission with an AUC of 0.56 (0.54-0.58, 95% CI); this improved to 0.70 (0.68-0.73, 95% CI) (p < 0.001) with the addition of NLP of preoperative CT scans. CONCLUSIONS: Natural language processing with machine learning improved the ability to predict postoperative complication and hospital readmission among women with ovarian cancer undergoing surgery.