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1.
J Surg Oncol ; 2024 Apr 21.
Article in English | MEDLINE | ID: mdl-38643486

ABSTRACT

BACKGROUND AND OBJECTIVES: Given persistent racial disparities in breast cancer outcomes, this study explores racial differences in disease-specific mortality and surgical management among patients with microinvasive ductal carcinoma in situ (DCIS-MI). METHODS: The Surveillance, Epidemiology, and End Results Program was queried for patients aged 18+ years with DCIS-MI between January 1, 2010 and December 31, 2018. The study cohort was divided into non-Hispanic Black (NHB) and non-Hispanic White (NHW) patients. Disease-specific mortality was evaluated using Cox proportional hazards models. RESULTS: A total of 3400 patients were identified, of which 569 (16.7%) were NHB and 2831 (83.3%) were NHW. Compared with NHW patients, NHB patients had more positive lymph nodes (7.6% vs. 3.9% p < 0.001). In addition, NHB women were more likely to undergo axillary lymph node dissection (6.0% vs. 3.8%, p = 0.044) and receive chemotherapy (11.8% vs. 7.2%, p < 0.001). There were no racial differences in breast surgery type (p = 0.168), reconstructive surgery (p = 0.362), or radiation therapy (p = 0.342). Overall, NHB patients had worse disease-specific mortality (adjusted hazard ratio 2.13, 95% confidence interval [CI]: 1.10-4.14) with mortality risks diverging from NHW women after 3 years (6 years rate ratio [RR] 2.12, 95% CI: 1.13-4.34; 9 years RR 2.32, 95% CI: 1.24-4.35). CONCLUSIONS: NHB women with DCIS-MI present with higher nodal disease burden and experience worse disease-specific mortality than NHW women.

2.
J Surg Res ; 296: 37-46, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38215675

ABSTRACT

INTRODUCTION: Social determinants of health can play an important role in patient health. Privilege is a right, benefit, advantage, or opportunity that can positively affect all social determinants of health. We sought to assess variations in the prevalence of privilege among patient populations and define the association of privilege on postoperative surgical outcomes. METHODS: Medicare beneficiaries who underwent elective coronary artery bypass grafting, abdominal aortic aneurysm repair, total hip arthroplasty, total knee arthroplasty, colectomy, and lung resection were identified. The Index of Concentration of Extremes (ICE), a validated metric of both social spatial polarization and privilege was calculated and merged with county-level data obtained from the American Community Survey. Textbook outcome (TO) was defined as absence of postoperative complications, extended length of stay, 90-day mortality, and 90-day readmission. Multivariable regression analysis was performed to assess the relationship between ICE and TO. RESULTS: Among 1,885,889 Medicare beneficiaries who met inclusion criteria, 655,980 (34.8%) individuals resided in areas with the highest privilege (i.e., White, high-income homogeneity), whereas 221,314 (11.7%) individuals resided in areas of the lowest privilege (i.e., Black, low-income homogeneity). The overall incidence of TO was 66.2% (n = 1,247,558). On multivariable regression, residence in the most advantaged neighbourhoods was associated with a lower chance of surgical complications (odds ratio [OR] 0.90, 95% confidence interval [CI] 0.88-0.91), a prolonged length of stay (OR 0.81, 95% CI 0.79-82), 90-day readmission (OR 0.94, 95% CI 0.92-0.95), and 90-day mortality (OR 0.71, 95% CI 0.68-0.74) (all P < 0.001). Residence in the most privileged areas was associated with 19% increased odds of achieving TO (OR 1.19, 95% CI 1.18-1.21), as well as a 6% reduction in Medicare expenditures versus individuals in the least privileged counties (OR 0.94, 95% CI 0.94-0.94) (both P < 0.001). CONCLUSIONS: Privilege, based on the ICE joint measure of racial/ethnic and economic spatial concentration, was strongly associated with the likelihood to achieve an "optimal" TO following surgery. As healthcare is a basic human right, privilege should not be associated with disparities in surgical care.


Subject(s)
Medicare , Racial Groups , Aged , Humans , United States/epidemiology , Income , Postoperative Complications/epidemiology , Postoperative Complications/etiology , Poverty
3.
Surgery ; 175(2): 432-440, 2024 02.
Article in English | MEDLINE | ID: mdl-38001013

ABSTRACT

BACKGROUND: We sought to characterize the risk of postoperative complications relative to the surgical approach and overall synchronous colorectal liver metastases tumor burden score. METHODS: Patients with synchronous colorectal liver metastases who underwent curative-intent resection between 2000 and 2020 were identified from an international multi-institutional database. Propensity score matching was employed to control for heterogeneity between the 2 groups. A virtual twins analysis was performed to identify potential subgroups of patients who might benefit more from staged versus simultaneous resection. RESULTS: Among 976 patients who underwent liver resection for synchronous colorectal liver metastases, 589 patients (60.3%) had a staged approach, whereas 387 (39.7%) patients underwent simultaneous resection of the primary tumor and synchronous colorectal liver metastases. After propensity score matching, 295 patients who underwent each surgical approach were analyzed. Overall, the incidence of postoperative complications was 34.1% (n = 201). Among patients with high tumor burden scores, the surgical approach was associated with a higher incidence of postoperative complications; in contrast, among patients with low or medium tumor burden scores, the likelihood of complications did not differ based on the surgical approach. Virtual twins analysis demonstrated that preoperative tumor burden score was important to identify which subgroup of patients benefited most from staged versus simultaneous resection. Simultaneous resection was associated with better outcomes among patients with a tumor burden score <9 and a node-negative right-sided primary tumor; in contrast, staged resection was associated with better outcomes among patients with node-positive left-sided primary tumors and higher tumor burden score. CONCLUSION: Among patients with high tumor burden scores, simultaneous resection of the primary tumor and liver metastases was associated with an increased incidence of postoperative complications.


Subject(s)
Colorectal Neoplasms , Liver Neoplasms , Humans , Colorectal Neoplasms/pathology , Tumor Burden , Hepatectomy/adverse effects , Liver Neoplasms/surgery , Liver Neoplasms/secondary , Postoperative Complications/epidemiology , Postoperative Complications/etiology , Postoperative Complications/surgery , Colectomy/adverse effects , Morbidity , Retrospective Studies
4.
Surgery ; 175(3): 629-636, 2024 Mar.
Article in English | MEDLINE | ID: mdl-37741780

ABSTRACT

BACKGROUND: Case volume has been associated with improved outcomes for patients undergoing treatment for hepatocellular carcinoma, often with higher hospital expenditures. We sought to define the cost-effectiveness of hepatocellular carcinoma treatment at high-volume centers. METHODS: Patients diagnosed with hepatocellular carcinoma from 2013 to 2017 were identified from Medicare Standard Analytic Files. High-volume centers were defined as the top decile of facilities performing hepatectomies in a year. A multivariable generalized linear model with gamma distribution and a restricted mean survival time model were used to estimate costs and survival differences relative to high-volume center status. The incremental cost-effectiveness ratio was used to define the additional cost incurred for a 1-year incremental gain in survival. RESULTS: Among 13,666 patients, 8,467 (62.0%) were treated at high-volume centers. Median expenditure was higher ($19,148, interquartile range $15,280-$29,128) among patients treated at high-volume centers versus low-volume centers ($18,209, interquartile range $14,959-$29,752). Despite similar median length-of-stay (6 days, interquartile range 4-9), a slightly higher proportion of patients were discharged to home from high-volume centers (n = 4,903, 57.9%) versus low-volume centers (n = 2,868, 55.2%) (P = .002). A 0.14-year (95% confidence interval 0.06-0.22) (1 month and 3 weeks) survival benefit was associated with an incremental cost of $1,070 (95% confidence interval $749-$1,392) among patients undergoing surgery at high-volume centers. The incremental cost-effectiveness ratio for treatment at a high-volume center was $7,951 (95% confidence interval $4,236-$21,217) for an additional year of survival, which was below the cost-effective threshold of $21,217. CONCLUSION: Surgical care at high-volume centers offers the potential to deliver cancer care in a more cost-effective and value-based manner.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Humans , Aged , United States/epidemiology , Carcinoma, Hepatocellular/surgery , Medicare , Liver Neoplasms/surgery , Cost-Benefit Analysis , Hospitals, High-Volume
5.
Surgery ; 175(3): 868-876, 2024 Mar.
Article in English | MEDLINE | ID: mdl-37743104

ABSTRACT

BACKGROUND: We sought to characterize the impact access to gastroenterologists/hepatologists has on liver transplantation listing, as well as time on the liver transplantation waitlist and post-transplant outcomes. METHODS: Liver transplantation registrants aged >18 years between January 1, 2004 and December 31, 2019 were identified from the Scientific Registry of Transplant Recipients Standard Analytic Files. The liver transplantation registration ratio was defined as the ratio of liver transplant waitlist registrations in a given county per 1,000 liver-related deaths. RESULTS: A total of 150,679 liver transplantation registrants were included. Access to liver transplantation centers and liver-specific specialty physicians varied markedly throughout the United States. Of note, the liver transplantation registration ratio was lower in counties with poor access to liver-specific care versus counties with adequate access (poor access 137.2, interquartile range 117.8-163.2 vs adequate access 157.6, interquartile range 127.3-192.2, P < .001). Among patients referred for liver transplantation, the cumulative incidence of waitlist mortality and post-transplant graft survival was comparable among patients with poor versus adequate access to liver-specific care (both P > .05). Among liver transplantation recipients living in areas with poor access, after controlling for recipient and donor characteristics, cold ischemic time, and model for end-stage liver disease score, the area deprivation index predicted graft survival (referent, low area deprivation index; medium area deprivation index, hazard ratio 1.52, 95% confidence interval 1.03-12.23; high area deprivation index, 1.45, 95% confidence interval 1.01-12.09, both P < .05). CONCLUSION: Poor access to liver-specific care was associated with a reduction in liver transplantation registration, and individuals residing in counties with high social deprivation had worse graft survival among patients living in counties with poor access to liver-specific care.


Subject(s)
End Stage Liver Disease , Liver Transplantation , Humans , United States/epidemiology , End Stage Liver Disease/surgery , Severity of Illness Index , Living Donors , Retrospective Studies , Waiting Lists
6.
Surgery ; 175(3): 645-653, 2024 Mar.
Article in English | MEDLINE | ID: mdl-37778970

ABSTRACT

BACKGROUND: Although systemic postoperative therapy after surgery for colorectal liver metastases is generally recommended, the benefit of adjuvant chemotherapy has been debated. We used machine learning to develop a decision tree and define which patients may benefit from adjuvant chemotherapy after hepatectomy for colorectal liver metastases. METHODS: Patients who underwent curative-intent resection for colorectal liver metastases between 2000 and 2020 were identified from an international multi-institutional database. An optimal policy tree analysis was used to determine the optimal assignment of the adjuvant chemotherapy to subgroups of patients for overall survival and recurrence-free survival. RESULTS: Among 1,358 patients who underwent curative-intent resection of colorectal liver metastases, 1,032 (76.0%) received adjuvant chemotherapy. After a median follow-up of 28.7 months (interquartile range 13.7-52.0), 5-year overall survival was 67.5%, and 3-year recurrence-free survival was 52.6%, respectively. Adjuvant chemotherapy was associated with better recurrence-free survival (3-year recurrence-free survival: adjuvant chemotherapy, 54.4% vs no adjuvant chemotherapy, 46.8%; P < .001) but no overall survival significant improvement (5-year overall survival: adjuvant chemotherapy, 68.1% vs no adjuvant chemotherapy, 65.7%; P = .15). Patients were randomly allocated into 2 cohorts (training data set, n = 679, testing data set, n = 679). The random forest model demonstrated good performance in predicting counterfactual probabilities of death and recurrence relative to receipt of adjuvant chemotherapy. According to the optimal policy tree, patient demographics, secondary tumor characteristics, and primary tumor characteristics defined the subpopulation that would benefit from adjuvant chemotherapy. CONCLUSION: A novel artificial intelligence methodology based on patient, primary tumor, and treatment characteristics may help clinicians tailor adjuvant chemotherapy recommendations after colorectal liver metastases resection.


Subject(s)
Chemotherapy, Adjuvant , Colorectal Neoplasms , Liver Neoplasms , Humans , Artificial Intelligence , Chemotherapy, Adjuvant/methods , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/pathology , Hepatectomy , Liver Neoplasms/drug therapy , Liver Neoplasms/surgery , Neoplasm Recurrence, Local/prevention & control , Neoplasm Recurrence, Local/etiology , Multicenter Studies as Topic , Databases as Topic
7.
Am J Surg ; 228: 11-19, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37596185

ABSTRACT

BACKGROUND: We sought to determine the association of persistent poverty on patient outcomes relative to US News World Report (USNWR) rankings among individuals undergoing common major surgical procedures. METHODS: Medicare beneficiaries who underwent AAA repair, CABG, colectomy, or lung resection were identified. Multivariable logistic regression was used to evaluate the relationship between care at USNWR hospitals, county-level duration of poverty (never-high poverty (NHP); intermittent high poverty (IHP): persistent-poverty (PP)) and 30-day mortality. RESULTS: Among 916,164 beneficiaries, individuals residing in PP neighborhoods who received surgical care at ranked hospitals had lower risk-adjusted 30-day mortality (5.89% vs 8.89%; p â€‹< â€‹0.001). On multivariable analysis, 30-day mortality was lower at ranked hospitals across all poverty categories with greatest decrease among patients from PP regions (NHP: OR-0.91, 95%CI0.87-0.95; IHP: OR-0.78, 95%CI0.69-0.88; PP: OR-0.69, 95%CI0.57-0.83; p â€‹< â€‹0.001). CONCLUSION: Receipt of surgical care at top-ranked hospitals was associated with improvement in postoperative mortality, especially among patients residing in persistent poverty..


Subject(s)
Hospitals , Medicare , Aged , Humans , United States , Colectomy
8.
Surgery ; 175(3): 899-906, 2024 Mar.
Article in English | MEDLINE | ID: mdl-37863693

ABSTRACT

BACKGROUND: Patients with Acute Care Surgery needs (ie, emergency general surgery diagnosis or trauma admission) are at particularly high risk for nonmedical patient-related factors that can be important drivers of healthcare outcomes. These social determinants of health are typically ascertained at the geographic area level (ie, county or neighborhood) rather than at the individual patient level. Recently, the International Classification of Diseases Tenth Revision, Tenth Edition created codes to capture health hazards related to patient socioeconomic and psychosocial circumstances. We sought to characterize the impact of these social determinants of health-related codes on perioperative outcomes among patients with acute care surgery needs. METHODS: Patients diagnosed between 2017 and 2020 with acute care surgery needs (ie, emergency general surgery diagnosis or a trauma admission) were identified in the California Department of Healthcare Access and information Patient Discharge database. Data on concomitant social determinants of health-related codes (International Classification of Diseases Tenth Revision, Tenth Edition Z55-Z65), which designated health hazards related to socioeconomic and psychosocial (socioeconomic and psychosocial, respectively) circumstances, were obtained. After controlling for patient factors, including age, sex, race, payer type, and admitting hospital, the association of socioeconomic and psychosocial codes with perioperative outcomes and hospital disposition was analyzed. RESULTS: Among 483,280 with an acute care surgery admission (emergency general surgery: n = 289,530, 59.9%; trauma: n = 193,705, 40.1%) mean age was 56.5 years (standard deviation: 21.5) and 271,911 (56.3%) individuals were male. Overall, 16,263 (3.4%) patients had a concomitant socioeconomic and psychosocial diagnosis code. The percentage of patients with a concurrent social determinants of health International Classification of Diseases Tenth Revision, Tenth Edition diagnosis increased throughout the study period from 2.6% in 2017 to 4.4% in 2020. Patients that were male (odds ratio 1.89; 95% confidence interval 1.82, 1.96), insured by Medicaid (odds ratio 5.43; 95% confidence interval 5.15, 5.72) or self-pay (odds ratio 3.04; 95% confidence interval 2.75, 3.36) all had higher odds of having an social determinants of health International Classification of Diseases Tenth Revision, Tenth Edition diagnosis. Black race did not have a significant association with an social determinants of health International Classification of Diseases Tenth Revision, Tenth Edition diagnosis (odds ratio 0.99; 95% confidence interval 0.94, 1.04); however, Hispanic (odds ratio 0.44; 95% confidence interval 0.43, 0.46) and Asian (odds ratio 0.40; 95% confidence interval 0.36, 0.44) race/ethnicity was associated with a lower odds of having an social determinants of health International Classification of Diseases Tenth Revision, Tenth Edition diagnosis. After controlling for competing risk factors on multivariable analyses, the risk-adjusted probability of hospital postoperative death was 3.1% (95% confidence interval 2.8, 3.4) among patients with a social determinants of health diagnosis versus 5.9% (95% confidence interval 5.9, 6.0) (odds ratio 0.48; 95% confidence interval 0.44, 0.54) among patients without a social determinants of health diagnosis. Risk-adjusted complications were 26.7% (95% confidence interval 26.1, 37.3) among patients with a social determinants of health diagnosis compared with 31.9% (95% confidence interval 31.7, 32.0) (odds ratio 0.74; 95% confidence interval 0.71, 0.77) among patients without a social determinants of health diagnosis. CONCLUSION: International Classification of Diseases Tenth Revision, Tenth Edition social determinants of health code use was low, with only 3.4% of patients having documentation of a socioeconomic and psychosocial circumstance. The presence of an International Classification of Diseases Tenth Revision, Tenth Edition social determinants of health code was not associated with greater odds of complications or death; however, it was associated with longer length of stay and higher odds of being discharged to a skilled nursing facility.


Subject(s)
International Classification of Diseases , Social Determinants of Health , United States/epidemiology , Humans , Male , Middle Aged , Female , Acute Care Surgery , Hospitalization , Medicaid
9.
Dis Colon Rectum ; 67(4): 577-586, 2024 Apr 01.
Article in English | MEDLINE | ID: mdl-38100574

ABSTRACT

BACKGROUND: Food insecurity predisposes individuals to suboptimal nutrition, leading to chronic disease and poor outcomes. OBJECTIVE: We sought to assess the impact of county-level food insecurity on colorectal surgical outcomes. DESIGN: Retrospective cohort study. SETTING: Data from the Surveillance, Epidemiology, and End Results-Medicare database was merged with county-level food insecurity obtained from the Feeding America: Mapping the Meal Gap report. Multiple logistic and Cox regression adjusted for patient-level covariates were implemented to assess outcomes. PATIENTS: Medicare beneficiaries diagnosed with colorectal cancer between 2010 and 2015. MAIN OUTCOME MEASURES: Surgical admission type (nonelective and elective admission), any complication, extended length of stay, discharge disposition (discharged to home and nonhome discharge), 90-day readmission, 90-day mortality, and textbook outcome. Textbook outcome was defined as no extended length of stay, postoperative complications, 90-day readmission, and 90-day mortality. RESULTS: Among 72,354 patients with colorectal cancer, 46,296 underwent resection. Within the surgical cohort, 9091 (19.3%) were in low, 27,716 (59.9%) were in moderate, and 9,489 (20.5%) were in high food insecurity counties. High food insecurity patients had greater odds of nonelective surgery (OR: 1.17; 95% CI, 1.09-1.26; p < 0.001), 90-day readmission (OR: 1.11; 95% CI, 1.04-1.19; p = 0.002), extended length of stay (OR: 1.32; 95% CI, 1.21-1.44; p < 0.001), and complications (OR: 1.11; 95% CI, 1.03-1.19; p = 0.002). High food insecurity patients also had decreased odds of home discharge (OR: 0.85; 95% CI, 0.79-0.91; p < 0.001) and textbook outcomes (OR: 0.81; 95% CI, 0.75-0.87; p < 0.001). High food insecurity minority patients had increased odds of complications (OR 1.59; 95% CI, 1.43-1.78) and extended length of stay (OR 1.89; 95% CI, 1.69-2.12) compared with low food insecurity white patients (all, p < 0.001). Notably, high food insecurity minority patients had 31% lower odds of textbook outcomes (OR: 0.69; 95% CI, 0.62-0.76; p < 0.001) compared with low food insecurity White patients ( p < 0.001). LIMITATIONS: This study was limited to Medicare beneficiaries aged 65 years or older; hence, it may not be generalizable to younger populations or those without insurance or with private insurance. CONCLUSIONS: County-level food insecurity was associated with suboptimal outcomes, demonstrating the importance of interventions to mitigate these inequities. See Video Abstract. LA ASOCIACIN DE INSEGURIDAD ALIMENTARIA Y RESULTADOS QUIRRGICOS ENTRE PACIENTES SOMETIDOS A CIRUGA DE CNCER COLORRECTAL: ANTECEDENTES:La inseguridad alimentaria predispone a las personas a una nutrición subóptima, lo que conduce a enfermedades crónicas y malos resultados.OBJETIVO:Intentamos evaluar el impacto de la inseguridad alimentaria a nivel de condado en resultados de la cirugía colorrectal.DISEÑO:Estudio de cohorte retrospectivo.ENTORNO CLINICO:La base de datos SEER-Medicare fusionada con la inseguridad alimentaria a nivel de condado obtenida del informe Feeding America: Mapping the Meal Gap. Para evaluar los resultados se implementaron regresiones logísticas múltiples y de Cox ajustadas según las covariables a nivel de paciente.PACIENTES:Beneficiarios de Medicare diagnosticados con cáncer colorrectal entre 2010 y 2015.PRINCIPALES MEDIDAS DE RESULTADO:Tipo de ingreso quirúrgico (ingreso no electivo y electivo), cualquier complicación, duración prolongada de la estancia hospitalaria, disposición del alta (alta al domicilio y alta no domiciliaria), reingreso a los 90 días, mortalidad a los 90 días y resultado del libro de texto. El resultado de los libros de texto se definió como ausencia de estancia hospitalaria prolongada, complicaciones postoperatorias, reingreso a los 90 días y mortalidad a los 90 días.RESULTADOS:Entre 72.354 pacientes con cáncer colorrectal, 46.296 se sometieron a resección. Dentro de la cohorte quirúrgica, 9.091 (19,3%) tenían inseguridad alimentaria baja, 27.716 (59,9%) eran moderadas y 9.489 (20,5%) tenían inseguridad alimentaria alta. Los pacientes con alta inseguridad alimentaria tuvieron mayores probabilidades de cirugía no electiva (OR: 1,17, IC 95%: 1,09-1,26, p <0,001), reingreso a los 90 días (OR: 1,11, IC95%: 1,04-1,19, p = 0,002), duración prolongada de la estancia hospitalaria (OR: 1,32; IC95%: 1,21-1,44, p < 0,001) y complicaciones (OR: 1,11; IC95%: 1,03-1,19, p = 0,002). Los pacientes con alta inseguridad alimentaria también tuvieron menores probabilidades de ser dados de alta a domicilio (OR: 0,85, IC del 95%: 0,79-0,91, p <0,001) y resultados de los libros de texto (OR: 0,81, IC del 95%: 0,75-0,87, p <0,001). Los pacientes minoritarios con alta inseguridad alimentaria tuvieron mayores probabilidades de complicaciones (OR 1,59, IC 95%, 1,43-1,78) y duración prolongada de la estadía (OR 1,89, IC 95%, 1,69-2,12) en comparación con los individuos blancos con baja inseguridad alimentaria (todos, p < 0,001). En particular, los pacientes minoritarios con alta inseguridad alimentaria tenían un 31% menos de probabilidades de obtener resultados según los libros de texto (OR: 0,69, IC del 95%, 0,62-0,76, p <0,001) en comparación con los pacientes blancos con baja inseguridad alimentaria ( p <0,001).LIMITACIONES:Limitado a beneficiarios de Medicare mayores de 65 años, por lo tanto, puede no ser generalizable a poblaciones más jóvenes o a aquellos sin seguro o con seguro privado.CONCLUSIONES:La inseguridad alimentaria a nivel de condado se asoció con resultados subóptimos, lo que demuestra la importancia de las intervenciones para mitigar estas desigualdades. (Dr. Francisco M. Abarca-Rendon ).


Subject(s)
Colorectal Neoplasms , Medicare , Humans , Aged , United States/epidemiology , Retrospective Studies , Length of Stay , Treatment Outcome , Colorectal Neoplasms/epidemiology , Colorectal Neoplasms/surgery , Food Insecurity , Patient Readmission
11.
HPB (Oxford) ; 25(12): 1484-1493, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37544855

ABSTRACT

BACKGROUND: A preoperative predictive score for hepatocellular carcinoma (HCC) can help stratify patients who undergo resection relative to long-term outcomes and tailor treatment strategies. METHODS: Patients who underwent curative-intent hepatectomy for HCC between 2000 and 2020 were identified from an international multi-institutional database. A risk score (mFIBA) was developed using an Eastern cohort and then validated using a Western cohort. RESULTS: Among 957 patients, 443 and 514 patients were included from the Eastern and Western cohorts, respectively. On multivariable analysis, alpha-feto protein (HR1.97, 95%CI 1.42-2.72), neutrophil-to-lymphocyte ratio (HR1.74, 95%CI 1.28-2.38), albumin-bilirubin grade (HR1.66, 95%CI 1.21-2.28), and imaging tumor burden score (HR1.25, 95%CI 1.12-1.40) were associated with OS. The c-index in the Eastern test and Western validation cohorts were 0.69 and 0.67, respectively. Notably, mFIBA score outperformed previous HCC staging systems. 5-year OS incrementally decreased with an increase in mFIBA. On multivariable Cox regression analysis, the mFIBA score was associated with worse OS (HR1.18, 95%CI 1.13-1.23) and higher risk of recurrence (HR1.16, 95%CI 1.11-1.20). An easy-to-use calculator of the mFIBA score was made available online (https://yutaka-endo.shinyapps.io/mFIBA_score/). DISCUSSION: The online mFIBA calculator may help surgeons with clinical decision-making to individualize perioperative treatment strategies for patients undergoing resection of HCC.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Humans , Carcinoma, Hepatocellular/surgery , Carcinoma, Hepatocellular/pathology , Liver Neoplasms/surgery , Liver Neoplasms/pathology , Tumor Burden , Prognosis , Retrospective Studies , Hepatectomy/adverse effects , Hepatectomy/methods , Inflammation , Biology
12.
J Surg Res ; 292: 30-37, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37572411

ABSTRACT

INTRODUCTION: We sought to evaluate the association of county-level poverty duration and cardiac surgical outcomes. METHODS: Patients who underwent coronary artery bypass graft, surgical aortic valve replacement, and mitral valve repair and replacement between 2016 and 2020 were identified using the Medicare Standard Analytical Files Database. County-level poverty data were acquired from the American Community Survey and US Department of Agriculture (1980-2015). High poverty was defined as ≥19.5% of residents in poverty. Patients were stratified into never-high poverty (NHP), intermittent low poverty, intermittent high poverty, and persistent poverty (PP). A mixed-effect hierarchical generalized linear model and Cox regression models that adjusted for patient-level covariates were used to evaluate outcomes. RESULTS: Among 237,230 patients, 190,659 lived in NHP counties, while 10,273 resided in PP counties. Compared with NHP patients, PP patients were more likely to present at a younger median age (NHP: 75 y versus PP: 74 y), be non-Hispanic Black (5388, 2.9% versus PP: 1030, 10.1%), and live in the south (NHP: 66,012, 34.6% versus PP: 87,815, 76.1%) (all P < 0.001). PP patients also had more nonelective surgical operations (NHP: 58,490, 30.8% versus 3645, 35.6%, P < 0.001). Notably, PP patients had increased odds of 30-d mortality (odds ratio 1.13, 95% confidence interval [CI] 1.02-1.26), 90-d mortality (odds ratio 1.14, 95% CI 1.05-1.24), and risk of long-term mortality (hazard ratio 1.13, 95% CI 1.09-1.19) compared with patients in NHP counties (all P < 0.05). CONCLUSIONS: County-level poverty was associated with a greater risk of short- and long-term mortality among cardiac surgical patients.

13.
Ann Surg ; 278(6): e1250-e1258, 2023 12 01.
Article in English | MEDLINE | ID: mdl-37436887

ABSTRACT

OBJECTIVE: We sought to define the impact of community privilege on variations in travel patterns and access to care at high-volume hospitals for complex surgical procedures. BACKGROUND: With increased emphasis on centralization of high-risk surgery, social determinants of health play a critical role in preventing equitable access to care. Privilege is a right, benefit, advantage, or opportunity that positively impacts all social determinants of health. METHODS: The California Office of State-wide Health Planning Database identified patients who underwent esophagectomy (ES), pneumonectomy (PN), pancreatectomy (PA), or proctectomy (PR) for a malignant diagnosis between 2012 and 2016 and was merged using ZIP codes with the Index of Concentration of Extremes, a validated metric of both spatial polarization and privilege obtained from the American Community Survey. Clustered multivariable regression was performed to assess the probability of undergoing care at a high-volume center, bypassing the nearest and high-volume center, and total real driving time and travel distance. RESULTS: Among 25,070 patients who underwent a complex oncologic operation (ES: n=1216, 4.9%; PN: n=13,247, 52.8%; PD: n=3559, 14.2%; PR: n=7048, 28.1%), 5019 (20.0%) individuals resided in areas with the highest privilege (i.e., White, high-income homogeneity), whereas 4994 (19.9%) individuals resided in areas of the lowest privilege (i.e., Black, low-income homogeneity). Median travel distance was 33.1 miles (interquartile range 14.4-72.2). Roughly, three-quarters of patients (overall: 74.8%, ES: 35.0%; PN: 74.3%; PD: 75.2%; PR: 82.2%) sought surgical care at a high-volume center. On multivariable regression, patients residing in the least advantaged communities were less likely to undergo surgery at a high-volume hospital (overall: odds ratio 0.65, 95% CI 0.52-0.81). Of note, individuals in the least privileged areas had longer travel distances (28.5 miles, 95% CI 21.2-35.8) to reach the destination facility, as well as over 70% greater odds of bypassing a high-volume hospital to undergo surgical care at a low-volume center (odds ratio 1.74, 95% CI 1.29-2.34) versus individuals living in the highest privileged areas. CONCLUSIONS AND RELEVANCE: Privilege had a marked effect on access to complex oncologic surgical care at high-volume centers. These data highlight the need to focus on privilege as a key social determinant of health that influences patient access to and utilization of health care resources.


Subject(s)
Health Services Accessibility , Neoplasms , United States , Humans , Neoplasms/surgery , Hospitals, High-Volume , Poverty , Pancreatectomy , Travel
15.
Ann Surg Oncol ; 30(9): 5365-5373, 2023 Sep.
Article in English | MEDLINE | ID: mdl-37314542

ABSTRACT

INTRODUCTION: Food insecurity (FI) may predispose individuals to suboptimal nutrition, leading to chronic disease and poor health outcomes. We sought to assess the impact of county-level FI on postoperative outcomes among patients undergoing resection of hepatopancreaticobiliary (HPB) cancer. METHODS: Patients who were diagnosed with HPB cancer between 2010 and 2015 were identified from the Surveillance, Epidemiology, and End Results (SEER)-Medicare database. Data on annual county-level FI were obtained from the Feeding America: Mapping the Meal Gap report and were categorized into tertiles. Textbook outcome was defined as no extended length of stay, perioperative complications, 90-day readmission, and 90-day mortality. Multiple logistic regression and Cox regression models were used to assess outcomes and survival relative to FI. RESULTS: Among 49,882 patients (hepatocellular: n = 11,937, 23.9%; intrahepatic cholangiocarcinoma: n = 2111, 4.2%; extrahepatic cholangiocarcinoma: n = 4047, 8.1%; gallbladder: n = 2853, 5.7%; pancreatic: n = 28,934, 58.0%), 6702 (13.4%) patients underwent a surgical resection. Median age was 75 years (interquartile range 69-82), and most patients were male (n = 25,767, 51.7%) and self-identified as White (n = 36,381, 72.9%). Overall, 5291 (10.6%) and 39,664 (79.5%) individuals resided in low or moderate FI counties, respectively, while 4927 (9.8%) patients resided in high FI counties. Achievement of textbook outcome (TO) was 56.3% (n = 6702). After adjusting for competing risk factors, patients residing in high FI counties had lower odds to achieve a TO versus individuals living in low FI counties (odds ratio 0.69, 95% confidence interval [CI] 0.54-0.88, p = 0.003). In addition, patients residing in moderate and high FI counties had a greater risk of mortality at 1- (referent, low, moderate: hazard ratio [HR] 1.09, 95% CI 1.05-1.14; high: HR 1.14, 95% CI 1.08-1.21), 3- (referent, low, moderate: HR 1.09, 95% CI 1.05-1.14; high: HR 1.14, 95% CI 1.08-1.21), and 5- (referent, low, moderate: HR 1.05, 95% CI 1.01-1.09; high: HR 1.07, 95% CI 1.02-1.13) years versus individuals from low FI counties. CONCLUSIONS: FI was associated with adverse perioperative outcomes and long-term survival following resection of an HPB malignancy. Interventions directed towards mitigating nutritional inequities are needed to improve outcomes among vulnerable HPB populations.


Subject(s)
Bile Duct Neoplasms , Cholangiocarcinoma , Humans , Male , Aged , United States/epidemiology , Female , Medicare , Cholangiocarcinoma/surgery , Food Insecurity , Bile Ducts, Intrahepatic/pathology , Bile Duct Neoplasms/surgery
16.
J Gastrointest Surg ; 27(9): 1883-1892, 2023 09.
Article in English | MEDLINE | ID: mdl-37340109

ABSTRACT

BACKGROUND: Access to high-quality cancer care is affected by environmental exposures and structural inequities. This study sought to investigate the association between the environmental quality index (EQI) and achievement of textbook outcomes (TO) among Medicare beneficiaries over the age of 65 who underwent surgical resection for early-stage pancreatic adenocarcinoma (PDAC). METHODS: Patients diagnosed with early-stage PDAC from 2004 to 2015 were identified using the SEER-Medicare database and combined with the US Environmental Protection Agency's EQI data. High EQI category indicated poor environmental quality, whereas low EQI indicated better environmental conditions. RESULTS: A total of 5,310 patients were included, of which 45.0% (n = 2,387) patients achieved TO. Median age was 73 years and more than half were female (n = 2,807, 52.9%), married (n = 3,280, 61.8%), and resided in the Western region of the US (n = 2,712, 51.1%). On multivariable analysis, patients residing in moderate and high EQI counties were less likely to achieve a TO (referent: low EQI; moderate EQI: OR 0.66, 95% CI 0.46-0.95; high EQI: OR 0.65, 95% CI 0.45-0.94; p < 0.05). Increasing age (OR 0.98, 95%CI 0.97-0.99), racial minorities (OR 0.73, 95% CI 0.63-0.85), having a Charlson co-morbidity index > 2 (OR 0.54, 95%CI 0.47-0.61) and stage II disease (OR 0.82, 95%CI 0.71-0.96) were also associated with not achieving a TO (all p < 0.001). CONCLUSION: Older Medicare patients residing in moderate or high EQI counties were less likely to achieve an "optimal" TO after surgery. These results demonstrate that environmental factors may drive post-operative outcomes among patients with PDAC.


Subject(s)
Adenocarcinoma , Pancreatic Neoplasms , Humans , Female , Aged , United States , Male , Adenocarcinoma/surgery , Pancreatic Neoplasms/surgery , Medicare
17.
J Gastrointest Surg ; 27(8): 1611-1620, 2023 08.
Article in English | MEDLINE | ID: mdl-37254021

ABSTRACT

INTRODUCTION: Telemedicine may serve as an important avenue to address disparities in access to cancer care. We sought to define factors associated with telemedicine use among Medicare beneficiaries who underwent hepatopancreatic (HP) surgery, as well as characterize trends in telemedicine usage relative to community vulnerability based on the enactment of the Medicare telemedicine coverage waiver. METHODS: Patients who underwent HP surgery between 2013-2020 were identified from the Medicare Standard Analytic Files (SAF). Telemedicine utilization was assessed pre- versus post- implementation of the Medicare telemedicine coverage waiver; the county-level social vulnerability index (SVI) was obtained from the Center for Disease Control. Interrupted time series analysis with negative binomial and multivariable logistic regression methods were used to assess changes in telemedicine utilization after the implementation of the Medicare telemedicine coverage waiver relative to SVI. RESULTS: Pre-waiver telemedicine visits were scarce among 16,690 patients (0.2%, n = 28), while post-waiver telemedicine adoption was substantial among 3,301 patients (45.8%, n = 1,388). Post-waiver, the median patient age was 70 years (IQR, 66-74) with the majority of patients being age 65-69 (n = 994, 32.8%); 1,599 (52.8%) were female. Most patients self-identified as White (n = 2641, 87.1%), while a minority of patients self-identified as Black (n = 190, 6.3%), Asian (n = 18, 0.6%), Hispanic (n = 35, 1.2%), or Other/unknown (n = 147, 4.9%). On multivariable regression analysis, patients who lived in highly vulnerable counties (referent Low SVI; moderate SVI: OR 1.09, 95% CI 0.86-1.39, p = 0.449; high SVI: OR 0.72, 95% CI 0.55-0.94, p = 0.001) and individuals with advancing age (referent 18-64; 65-69, OR 0.68, 95%CI 0.54-0.86; 70-74, OR 0.56, 95%CI 0.44-0.71; 75-79, OR 0.57, 95%CI 0.44-0.75; 80-84, OR 0.43, 95%CI 0.30-0.61; 85 + , OR 0.25, 95%CI 0.13-0.49) had lower odds of utilizing telemedicine. In contrast, Black patients (referent White; OR 2.26, 95% CI 1.65-3.10) and patients with a higher CCI score > 2 (referent ≤ 2; OR 1.49, 95% CI 1.28-1.71) were more likely to use telemedicine (all p < 0.001). CONCLUSIONS: Medicare beneficiaries residing in counties with extreme vulnerability, as well as elderly individuals, were markedly less likely to use telemedicine services related to HP surgical episodes of care. The lower utilization of telemedicine in areas of high social vulnerability was attributable to concomitant lower rates of internet access in these areas.


Subject(s)
COVID-19 , Telemedicine , United States , Humans , Aged , Female , Male , COVID-19/epidemiology , Medicare , Pandemics , Interrupted Time Series Analysis
18.
Clin Transplant ; 37(9): e15001, 2023 09.
Article in English | MEDLINE | ID: mdl-37126400

ABSTRACT

INTRODUCTION: The reasons for the geographic disparities in liver-related mortality across the US remain ill-defined. We sought to investigate the impact of travel distance to liver transplantation (LT) programs and social vulnerability on county differences in liver-related mortality. METHODS: Data on LT registrants were obtained from the Scientific Registry of Transplant Recipients Standard Analytic Files (SRTR SAFs) between 2004 and 2019. Liver-related mortality data were obtained from the Center for Disease Control and Prevention's Wide-ranging Online Data for Epidemiologic Research (CDC WONDER) platform. Spatial epidemiological clustering of county-level LT registration and liver-related mortality rates was determined using local Moran's I. Comparison analyses assessed social vulnerability index (SVI) and travel distance within various county clusters. RESULTS: Among 151 864 LT waitlist registrants who were diagnosed with liver disease due to hepatitis C virus (HCV) or hepatitis B virus (HBV) (n = 68 479, 45.1%), alcohol (n = 38 328, 25.2%), non-alcoholic steatohepatitis (NASH) (n = 17 485, 11.5%), liver tumors (n = 16 644, 11.0%), and other diseases (n = 10 928, 7.2%), median SVI was 59.3 (IQR, 40.1-83.4). SVI (76.2 vs. 24.3, p < .001) was greater in the highest versus lowest liver-related mortality quartiles. The travel distances to LT centers (143.1 miles vs. 107.2 miles, p < .001) was longer in the lowest versus highest LT registration quartiles. Counties with low LT registration rates and high liver-related mortality rates were associated with long travel distances and high SVI. In contrast, while counties with high LT registration rates and high liver-related mortality rates had comparable SVI, travel distance was relatively shorter. CONCLUSION: Counties with greater SVIs were associated with higher liver-related mortality, with the highest SVI  counties having the highest overall liver-related mortality. Longer travel distances were associated with higher liver-related mortality. These findings highlight the impact of social determinants of health (SDOH) on liver disease outcomes.


Subject(s)
End Stage Liver Disease , Liver Transplantation , Social Vulnerability , Socioeconomic Disparities in Health , End Stage Liver Disease/mortality , End Stage Liver Disease/surgery , Travel , Humans , United States/epidemiology , Social Determinants of Health
19.
Ann Surg Oncol ; 30(7): 3929-3938, 2023 Jul.
Article in English | MEDLINE | ID: mdl-37061648

ABSTRACT

BACKGROUND: Mental illness (MI) and suicidal ideation (SI) often are associated with a diagnosis of cancer. We sought to define the incidence of MI and SI among patients with gastrointestinal cancers, as well as ascertain the predictive factors associated with SI. METHODS: Patients diagnosed between 2004 and 2016 with stomach, liver, pancreatic, and colorectal cancer were identified from the SEER-Medicare database. County-level social vulnerability index (SVI) was extracted from the Centers for Disease Control database. Multivariable logistic regression was used to identify factors associated with SI. RESULTS: Among 382,266 patients, 83,514 (21.9%) individuals had a diagnosis of MI. Only 1410 (0.4%) individuals experienced SI, and 359 (0.1%) committed suicide. Interestingly, SI was least likely among patients with pancreatic cancer (ref: hepatic cancer; odds ratio [OR] 0.67, 95% confidence interval [CI] 0.52-0.86; p = 0.002), as well as individuals with stage III/IV disease (OR 0.59, 95% CI 0.52-067; p < 0.001). In contrast, male (OR 1.34, 95% CI 1.19-1.50), White (OR 1.34, CI 1.13-1.59), and single (OR 2.03, 95% CI 1.81-2.28) patients were at higher odds of SI risk (all p < 0.001). Furthermore, individuals living in relative privilege (low SVI) had markedly higher risk of SI (OR 1.33, 95% CI 1.14-1.54; p < 0.001). Moreover, living in a county with a shortage of mental health professionals was associated with increased odds of developing SI (OR 1.21, 95% CI 1.04-1.40; p = 0.012). CONCLUSIONS: Oncology care teams should incorporate routine mental health and SI screening in the treatment of patients with gastrointestinal cancers, as well as target suicide prevention towards patients at highest risk.


Subject(s)
Gastrointestinal Neoplasms , Suicidal Ideation , Humans , Male , Aged , United States/epidemiology , Medicare , Mental Health , Suicide Prevention , Gastrointestinal Neoplasms/epidemiology , Risk Factors
20.
Ann Surg Oncol ; 30(8): 4826-4835, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37095390

ABSTRACT

BACKGROUND: Structural racism within the U.S. health care system contributes to disparities in oncologic care. This study sought to examine the socioeconomic factors that underlie the impact of racial segregation on hepatopancreaticobiliary (HPB) cancer inequities. METHODS: Both Black and White patients who presented with HPB cancer were identified from the linked Surveillance, Epidemiology, and End Results (SEER)-Medicare database (2005-2015) and 2010 Census data. The Index of Dissimilarity (IoD), a validated measure of segregation, was examined relative to cancer stage at diagnosis, surgical resection, and overall mortality. Principal component analysis and structural equation modeling were used to determine the mediating effect of socioeconomic factors. RESULTS: Among 39,063 patients, 86.4 % (n = 33,749) were White and 13.6 % (n = 5314) were Black. Black patients were more likely to reside in segregated areas than White patients (IoD, 0.62 vs. 0.52; p < 0.05). Black patients in highly segregated areas were less likely to present with early-stage disease (relative risk [RR], 0.89; 95 % confidence interval [CI] 0.82-0.95) or undergo surgery for localized disease (RR, 0.81; 95% CI 0.70-0.91), and had greater mortality hazards (hazard ratio 1.12, 95% CI 1.06-1.17) than White patients in low segregation areas (all p < 0.05). Mediation analysis identified poverty, lack of insurance, education level, crowded living conditions, commute time, and supportive income as contributing to 25 % of the disparities in early-stage presentation. Average income, house price, and income mobility explained 17 % of the disparities in surgical resection. Notably, average income, house price, and income mobility mediated 59 % of the effect that racial segregation had on long-term survival. CONCLUSION: Racial segregation, mediated through underlying socioeconomic factors, accounted for marked disparities in access to surgical care and outcomes for patients with HPB cancer.


Subject(s)
Digestive System Neoplasms , Healthcare Disparities , Neoplasms , Social Determinants of Health , Social Segregation , Systemic Racism , Aged , Humans , Black or African American/statistics & numerical data , Healthcare Disparities/ethnology , Healthcare Disparities/statistics & numerical data , Medicare , Neoplasms/diagnosis , Neoplasms/ethnology , Neoplasms/mortality , Neoplasms/surgery , Socioeconomic Factors , United States/epidemiology , White/statistics & numerical data , Systemic Racism/ethnology , Systemic Racism/statistics & numerical data , Digestive System Neoplasms/diagnosis , Digestive System Neoplasms/ethnology , Digestive System Neoplasms/mortality , Digestive System Neoplasms/surgery , Social Determinants of Health/ethnology , Social Determinants of Health/statistics & numerical data , Health Status Disparities , SEER Program/statistics & numerical data , Outcome Assessment, Health Care/statistics & numerical data , Health Services Accessibility/statistics & numerical data
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