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Katayama ES, Stecko H, Woldesenbet S, Khalil M, Munir MM, Endo Y, Tsilimigras D, Pawlik TM. The Role of Delirium on Short- and Long-Term Postoperative Outcomes Following Major Gastrointestinal Surgery for Cancer. Ann Surg Oncol 2024; 31:5232-5239. [PMID: 38683304 DOI: 10.1245/s10434-024-15358-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 04/09/2024] [Indexed: 05/01/2024]
Abstract
INTRODUCTION The growing burden of an aging population has raised concerns about demands on healthcare systems and resources, particularly in the context of surgical and cancer care. Delirium can affect treatment outcomes and patient recovery. We sought to determine the prevalence of postoperative delirium among patients undergoing digestive tract surgery for malignant indications and to analyze the role of delirium on surgical outcomes. METHODS Medicare claims data were queried to identify patients diagnosed with esophageal, gastric, hepatobiliary, pancreatic, and colorectal cancers between 2018 and 2021. Postoperative delirium, occurring within 30 days of operation, was identified via International Classification of Diseases, 10th edition codes. Clinical outcomes of interested included "ideal" textbook outcome (TO), characterized as the absence of complications, an extended hospital stay, readmission within 90 days, or mortality within 90 days. Discharge disposition, intensive care unit (ICU) utilization, and expenditures also were examined. RESULTS Among 115,654 cancer patients (esophageal: n = 1854, 1.6%; gastric: n = 4690, 4.1%; hepatobiliary: n = 6873, 5.9%; pancreatic: n = 8912, 7.7%; colorectal: n = 93,325, 90.7%), 2831 (2.4%) were diagnosed with delirium within 30 days after surgery. On multivariable analysis, patients with delirium were less likely to achieve TO (OR 0.27 [95% CI 0.25-0.30]). In particular, patients who experienced delirium had higher odds of complications (OR 3.00 [2.76-3.25]), prolonged length of stay (OR 3.46 [3.18-3.76]), 90-day readmission (OR 1.96 [1.81-2.12]), and 90-day mortality (OR 2.78 [2.51-3.08]). Furthermore, patients with delirium had higher ICU utilization (OR 2.85 [2.62-3.11]). Upon discharge, patients with delirium had a decreased likelihood of being sent home (OR 0.40 [0.36-0.46]) and instead were more likely to be transferred to a skilled nursing facility (OR 2.17 [1.94-2.44]). Due to increased utilization of hospital resources, patients with delirium incurred in-hospital expenditures that were 55.4% higher (no delirium: $16,284 vs. delirium: $28,742) and 90-day expenditures that were 100.7% higher (no delirium: $2564 vs. delirium: $8226) (both p < 0.001). Notably, 3-year postoperative survival was adversely affected by delirium (no delirium: 55.5% vs. delirium: 37.3%), even after adjusting risk for confounding factors (HR 1.79 [1.70-1.90]; p < 0.001). CONCLUSIONS Postoperative delirium occurred in one in 50 patients undergoing surgical resection of a digestive tract cancer. Delirium was linked to a reduced likelihood of achieving an optimal postoperative outcome, increased ICU utilization, higher expenditures, and a worse long-term prognosis. Initiatives to prevent delirium are vital to improve postoperative outcomes among cancer surgery patients.
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Affiliation(s)
- Erryk S Katayama
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Hunter Stecko
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Selamawit Woldesenbet
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Mujtaba Khalil
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Muhammad Musaab Munir
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Yutaka Endo
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Diamantis Tsilimigras
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Timothy M Pawlik
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA.
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Yang J, Endo Y, Munir MM, Woldesenbet S, Altaf A, Limkemann A, Schenk A, Washburn K, Pawlik TM. Waitlist Time, Age, and Social Vulnerability: Impact on the Survival Benefit of Deceased Donor Kidney Transplantation Versus Long-term Dialysis Among Patients With End-stage Renal Disease. Transplantation 2024:00007890-990000000-00807. [PMID: 38995240 DOI: 10.1097/tp.0000000000005125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/13/2024]
Abstract
BACKGROUND We sought to define the survival benefit of kidney transplantation versus long-term dialysis relative to waitlist time on dialysis, social vulnerability, and age among end-stage renal transplant candidates. METHODS End-stage renal disease patients who were candidates for their first deceased donor kidney transplantation between 2008 and 2020 were identified using the US Renal Data System. Survival probabilities for patient survival were compared using the restricted mean survival times (RMSTs) across different age and social vulnerability index (SVI) ranges. RESULTS Among 149 923 patients, 68 795 (45.9%) patients underwent a kidney transplant and 81 128 (54.1%) remained on dialysis. After propensity-score matching (n = 58 035 in each cohort), the 5-y RMST difference between kidney transplant and dialysis demonstrated an increasing trend in mean life-years gained within 5 y of follow-up relative to advancing age (<30 y: 0.40 y, 95% confidence interval, 0.36-0.44 y versus >70 y: 0.75 y, 95% confidence interval, 0.70-0.80 y). Conversely, disparities in 5-y RMSTs remained consistent relative to social vulnerability (median 5-y RMST difference: 0.62 y comparing low versus high SVI). When considering waitlist duration, stratified analyses demonstrated increasing trends across different age groups with the largest RMST differences observed among older patients aged ≥70 y. Notably, longer waitlist durations (>3 y) yielded more pronounced RMST differences compared with shorter durations (<1 y). CONCLUSIONS These data underscore the survival benefit associated with kidney transplantation over long-term dialysis across various age and SVI ranges. Transplantation demonstrated a greater advantage among older patients who had a longer waitlist duration.
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Affiliation(s)
- Jason Yang
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH
| | - Yutaka Endo
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH
| | - Muhammad Musaab Munir
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH
| | - Selamawit Woldesenbet
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH
| | - Abdulla Altaf
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH
| | - Ashley Limkemann
- Department of Surgery, Division of Transplantation, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH
| | - Austin Schenk
- Department of Surgery, Division of Transplantation, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH
| | - Kenneth Washburn
- Department of Surgery, Division of Transplantation, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH
| | - Timothy M Pawlik
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH
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Algu K, Wales J, Anderson M, Omilabu M, Briggs T, Kurahashi AM. Naming racism as a root cause of inequities in palliative care research: a scoping review. BMC Palliat Care 2024; 23:143. [PMID: 38858646 PMCID: PMC11163751 DOI: 10.1186/s12904-024-01465-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 05/22/2024] [Indexed: 06/12/2024] Open
Abstract
BACKGROUND Racial and ethnic inequities in palliative care are well-established. The way researchers design and interpret studies investigating race- and ethnicity-based disparities has future implications on the interventions aimed to reduce these inequities. If racism is not discussed when contextualizing findings, it is less likely to be addressed and inequities will persist. OBJECTIVE To summarize the characteristics of 12 years of academic literature that investigates race- or ethnicity-based disparities in palliative care access, outcomes and experiences, and determine the extent to which racism is discussed when interpreting findings. METHODS Following Arksey & O'Malley's methodology for scoping reviews, we searched bibliographic databases for primary, peer reviewed studies globally, in all languages, that collected race or ethnicity variables in a palliative care context (January 1, 2011 to October 17, 2023). We recorded study characteristics and categorized citations based on their research focus-whether race or ethnicity were examined as a major focus (analyzed as a primary independent variable or population of interest) or minor focus (analyzed as a secondary variable) of the research purpose, and the interpretation of findings-whether authors directly or indirectly discussed racism when contextualizing the study results. RESULTS We identified 3000 citations and included 181 in our review. Of these, most were from the United States (88.95%) and examined race or ethnicity as a major focus (71.27%). When interpreting findings, authors directly named racism in 7.18% of publications. They were more likely to use words closely associated with racism (20.44%) or describe systemic or individual factors (41.44%). Racism was directly named in 33.33% of articles published since 2021 versus 3.92% in the 10 years prior, suggesting it is becoming more common. CONCLUSION While the focus on race and ethnicity in palliative care research is increasing, there is room for improvement when acknowledging systemic factors - including racism - during data analysis. Researchers must be purposeful when investigating race and ethnicity, and identify how racism shapes palliative care access, outcomes and experiences of racially and ethnically minoritized patients.
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Affiliation(s)
- Kavita Algu
- Temmy Latner Centre for Palliative Care, 60 Murray Street, 4th Floor, Box 13, Toronto, ON, M5T3L9, Canada.
| | - Joshua Wales
- Temmy Latner Centre for Palliative Care, 60 Murray Street, 4th Floor, Box 13, Toronto, ON, M5T3L9, Canada
| | - Michael Anderson
- Waakebiness-Bryce Institute for Indigenous Health, Dalla Lana School of Public Health, University of Toronto, 155 College Street, 6th floor, Toronto, ON, M5T 3M7, Canada
| | - Mariam Omilabu
- Temmy Latner Centre for Palliative Care, 60 Murray Street, 4th Floor, Box 13, Toronto, ON, M5T3L9, Canada
| | - Thandi Briggs
- Home and Community Care Support Services Toronto Central, 250 Dundas St. W, Toronto, ON, M5T 2Z5, Canada
| | - Allison M Kurahashi
- Temmy Latner Centre for Palliative Care, 60 Murray Street, 4th Floor, Box 13, Toronto, ON, M5T3L9, Canada
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Fei-Zhang DJ, Park AC, Chelius DC, Smith SS, Samant S, Patel UA, Sheyn AM, Rastatter JC. Influence of Social Vulnerability in Treatment and Prognosis of Squamous Cell Carcinoma of the Tongue. Otolaryngol Head Neck Surg 2024; 170:1338-1348. [PMID: 38353303 DOI: 10.1002/ohn.675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 11/20/2023] [Accepted: 12/23/2023] [Indexed: 04/30/2024]
Abstract
OBJECTIVE To investigate the association of social determinants of health (SDoH) in squamous cell carcinoma of the tongue in the United States and to evaluate the real-world contribution of specific disparities. STUDY DESIGN Retrospective cohort study. SETTING United States. METHODS The Centers for Disease Control and Prevention-Social Vulnerability Index (SVI) and National Cancer Institute-Surveillance, Epidemiology, and End Results Program database were used to study 62,103 adult tongue squamous cell carcinoma patients from 1975 to 2017. Regression analysis assessed trends in months of follow-up and survival across social vulnerability and 4 subcategories of social vulnerability. RESULTS As overall SVI score increases (increased social vulnerability), there is a significant decrease in the average length of follow-up (22.95% decrease from 63.99 to 49.31 months; P < .001) across patients from the lowest and highest social vulnerability groups. As overall SVI score increases, there is a significant decrease in the average months of survival (28.00% decrease from 49.20 to 35.43 months; P < .001). There is also a significantly greater odds ratio (OR = 1.05; P < .001) of advanced cancer staging upon presentation at higher SVI scores. Patients with higher SVI scores have a lower OR (0.93; P < .001) of receiving surgery as their primary treatment when compared to patients with lower SVI scores. Patients with higher SVI scores also have a significantly greater OR (OR = 1.05; P < .001) of receiving chemotherapy as their primary treatment when compared to patients with lower SVI scores. CONCLUSION Increased social vulnerability is shown to have a detrimental impact on the treatment and prognosis of patients with squamous cell carcinoma of the tongue.
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Affiliation(s)
- David J Fei-Zhang
- Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Asher C Park
- Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Daniel C Chelius
- Department of Otolaryngology-Head and Neck Surgery, Pediatric Thyroid Tumor Program and Pediatric Head and Neck Tumor Program, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas, USA
| | - Stephanie S Smith
- Department of Otolaryngology-Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Sandeep Samant
- Department of Otolaryngology-Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Urjeet A Patel
- Department of Otolaryngology-Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Anthony M Sheyn
- Department of Pediatric Otolaryngology, Le Bonheur Children's Hospital, Memphis, Tennessee, USA
- Department of Otolaryngology-Head and Neck Surgery, University of Tennessee Health Science Center, Memphis, Tennessee, USA
- Department of Pediatric Otolaryngology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Jeffrey C Rastatter
- Department of Otolaryngology-Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Division of Pediatric Otolaryngology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
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Lima HA, Mavani P, Munir MM, Endo Y, Woldesenbet S, Khan MMM, Rawicz-Pruszyński K, Waqar U, Katayama E, Resende V, Khalil M, Pawlik TM. Medicaid expansion and palliative care for advanced-stage liver cancer. J Gastrointest Surg 2024; 28:434-441. [PMID: 38583893 DOI: 10.1016/j.gassur.2024.01.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 01/12/2024] [Accepted: 01/27/2024] [Indexed: 04/09/2024]
Abstract
BACKGROUND Medicaid expansion (ME) has contributed to transforming the United States healthcare system. However, its effect on palliative care of primary liver cancers remains unknown. This study aimed to evaluate the association between ME and the receipt of palliative treatment in advanced-stage liver cancer. METHODS Patients diagnosed with stage IV hepatocellular carcinoma or intrahepatic cholangiocarcinoma were identified from the National Cancer Database and divided into pre-expansion (2010-2013) and postexpansion (2015-2019) cohorts. Logistic regression identified predictors of palliative treatment. Difference-in-difference (DID) analysis assessed changes in palliative care use between patients living in ME states and patients living in non-ME states. RESULTS Among 12,516 patients, 4582 (36.6%) were diagnosed before expansion, and 7934 (63.6%) were diagnosed after expansion. Overall, rates of palliative treatment increased after ME (18.1% [pre-expansion] vs 22.3% [postexpansion]; P < .001) and are more pronounced among ME states. Before expansion, only cancer type and education attainment were associated with the receipt of palliative treatment. Conversely, after expansion, race, insurance, location, cancer type, and ME status (odds ratio [OR], 1.23; 95% CI, 1.06-1.44; P = .018) were all associated with palliative care. Interestingly, the odds were higher if treatment involved receipt of pain management (OR, 2.05; 95% CI, 1.23-2.43; P = .006). Adjusted DID analysis confirmed increased rates of palliative treatment among patients living in ME states relative to non-ME states (DID, 4.4%; 95% CI, 1.2-7.7; P = .008); however, racial disparities persist (White, 5.6; 95% CI, 1.4-9.8; P = .009; minority, 2.6; 95% CI, -2.5 to 7.6; P = .333). CONCLUSION The implementation of ME contributed to increased rates of palliative treatment for patients residing in ME states after expansion. However, racial disparities persist even after ME, resulting in inequitable access to palliative care.
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Affiliation(s)
- Henrique A Lima
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States; Department of Surgery, Federal University of Minas Gerais School of Medicine, Belo Horizonte, Brazil
| | - Parit Mavani
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States
| | - Muhammad Musaab Munir
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States
| | - Yutaka Endo
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States
| | - Selamawit Woldesenbet
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States
| | - Muhammad Muntazir Mehdi Khan
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States
| | - Karol Rawicz-Pruszyński
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States; Department of Surgical Oncology, Medical University of Lublin, Lublin, Poland
| | - Usama Waqar
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States; Medical College, Aga Khan University, Karachi, Pakistan
| | - Erryk Katayama
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States
| | - Vivian Resende
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States; Department of Surgery, Federal University of Minas Gerais School of Medicine, Belo Horizonte, Brazil
| | - Mujtaba Khalil
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States
| | - Timothy M Pawlik
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, United States.
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Dyas AR, Carmichael H, Bronsert MR, Stuart CM, Garofalo DM, Henderson WG, Colborn KL, Schulick RD, Meguid RA, Velopulos CG. Social vulnerability is associated with higher risk-adjusted rates of postoperative complications in a broad surgical population. Am J Surg 2024; 229:26-33. [PMID: 37775458 DOI: 10.1016/j.amjsurg.2023.09.028] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 09/08/2023] [Accepted: 09/22/2023] [Indexed: 10/01/2023]
Abstract
OBJECTIVE The purpose of this study was to determine if an association between Social Vulnerability Index (SVI) and risk-adjusted complications exists in a broad spectrum of surgical patients. SUMMARY BACKGROUND DATA Growing evidence supports the impact of social circumstances on surgical outcomes. SVI is a neighborhood-based measure accounting for sociodemographic factors putting communities at risk. METHODS This was a multi-hospital, retrospective cohort study including a sample of patients within one healthcare system (2012-2017). Patient addresses were geocoded to determine census tract of residence and estimate SVI. Patients were grouped into low SVI (score<75) and high SVI (score≥75) cohorts. Perioperative variables and postoperative outcomes were tracked and compared using local ACS-NSQIP data. Multivariable logistic regression was performed to generate risk-adjusted odds ratios of postoperative complications in the high SVI cohort. RESULTS Overall, 31,224 patients from five hospitals were included. Patients with high SVI were more likely to be racial minorities, have 12/18 medical comorbidities, have high ASA class, be functionally dependent, be treated at academic hospitals, and undergo emergency operations (all p < 0.05). Patients with high SVI had significantly higher rates of 30-day mortality, overall morbidity, respiratory, cardiac and infectious complications, urinary tract infections, postoperative bleeding, non-home discharge, and unplanned readmissions (all p < 0.05). After risk-adjustment, only the associations between high SVI and mortality and unplanned readmission became non-significant. CONCLUSIONS High SVI was associated with multiple adverse outcomes even after risk adjustment for preoperative clinical factors. Targeted preventative interventions to mitigate risk of these specific complications should be considered in this high-risk population.
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Affiliation(s)
- Adam R Dyas
- Department of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA
| | - Heather Carmichael
- Department of Surgery, University of Colorado School of Medicine, Aurora, CO, USA
| | - Michael R Bronsert
- Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA
| | - Christina M Stuart
- Department of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA.
| | - Denise M Garofalo
- Department of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA
| | - William G Henderson
- Department of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA
| | - Kathryn L Colborn
- Adult and Child Center for Health Outcomes Research and Delivery Science, University of Colorado School of Medicine, Aurora, CO, USA; Department of Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Richard D Schulick
- Department of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA
| | - Robert A Meguid
- Department of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA
| | - Catherine G Velopulos
- Department of Surgery, University of Colorado School of Medicine, Aurora, CO, USA; Surgical Outcomes and Applied Research, University of Colorado School of Medicine, Aurora, CO, USA
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Ledenko M, Antwi SO, Patel T. Geospatial analysis of cyanobacterial exposure and liver cancer in the contiguous United States. Hepatology 2024; 79:575-588. [PMID: 37607728 DOI: 10.1097/hep.0000000000000573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 08/09/2023] [Indexed: 08/24/2023]
Abstract
BACKGROUND AND AIMS Cyanobacteria are commonly found in water bodies and their production of hepatotoxins can contribute to liver damage. However, the population health effects of cyanobacteria exposure (CE) are unknown. Our objectives were to determine the effect of chronic exposure to cyanobacteria through proximity to water bodies with high cyanobacteria counts on the incidence and mortality of liver cancers, as well as to identify location-based risk factors. APPROACH AND RESULTS Across the contiguous United States, regions with high cyanobacteria counts in water bodies were identified using satellite remote sensing data. The data were geospatially mapped to county boundaries, and disease mortality and incidence rates were analyzed. Distinctive spatial clusters of CE and mortality related to liver diseases or cancer were identified. There was a highly significant spatial association between CE, liver disease, and liver cancer but not between CE and all cancers. Hot spots of CE and mortality were identified along the Gulf of Mexico, eastern Texas, Louisiana, and Florida, and cold spots across the Appalachians. The social vulnerability index was identified as a major location-based determinant by logistic regression, with counties in the fourth or fifth quintiles having the highest prevalence of hot spots of CE and mortality from liver cancer. CONCLUSIONS These findings emphasize the importance of environmental exposure to cyanobacteria as a location-based determinant of mortality from liver cancer. Public health initiatives addressing CE may be considered to reduce mortality, particularly in areas of high social vulnerability.
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Affiliation(s)
- Matthew Ledenko
- Department of Transplantation, Division of Gastroenterology and Hepatology, Mayo Clinic, Jacksonville, Florida, USA
| | - Samuel O Antwi
- Department of Quantitative Health Sciences, Mayo Clinic, Jacksonville, Florida, USA
| | - Tushar Patel
- Department of Transplantation, Division of Gastroenterology and Hepatology, Mayo Clinic, Jacksonville, Florida, USA
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Allgood KL, Whittington B, Xie Y, Hirschtick JL, Ro A, Orellana RC, Fleischer NL. Social vulnerability and new mobility disability among adults with polymerase chain reaction (PCR)-confirmed SARS-CoV-2: Michigan COVID-19 Recovery Surveillance Study. Prev Med 2023; 177:107719. [PMID: 37788721 DOI: 10.1016/j.ypmed.2023.107719] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 09/22/2023] [Accepted: 09/29/2023] [Indexed: 10/05/2023]
Abstract
OBJECTIVE Understanding the relationship between social factors and persistent COVID-19 health outcomes, such as onset of a disability after a SARS-CoV-2 (the virus that causes COVID-19) infection, is an increasingly important public health issue. The purpose of this paper is to examine associations between social vulnerability and new onset of a mobility disability post-COVID-19 diagnosis. METHODS We used data from the Michigan COVID-19 Recovery Surveillance Study, a population-based probability survey of adults with PCR-confirmed SARS-CoV-2 infection in Michigan between January 2020-May 2022 (n = 4295). We used the Minority Health Social Vulnerability Index (MHSVI), with high county-level social vulnerability defined at or above the 75th percentile. Mobility disability was defined as new difficulty walking or climbing stairs. We regressed mobility disability on the overall MHSVI, as well as sub-themes of the index (socioeconomic status, household composition/disability, minority and language, housing type, healthcare access, and medical vulnerability), using multivariable logistic regression, adjusting for age, race, sex, education, employment, and income. RESULTS Living in a county with high (vs. low) social vulnerability was associated with 1.38 times higher odds (95% confidence interval [CI]:1.18-1.61) of reporting a new mobility disability after a COVID-19 diagnosis after adjustment. Similar results were observed for the socioeconomic status and household composition/disability sub-themes. In contrast, residents of highly racially diverse counties had lower odds (odds ratio 0.74, 95% CI: 0.61, 0.89) of reporting a new mobility disability compared to low diversity counties. CONCLUSIONS Mitigating the effects of social vulnerabilities requires additional resources and attention to support affected individuals.
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Affiliation(s)
- Kristi L Allgood
- University of Michigan School of Public Health, Department of Epidemiology, Center for Social Epidemiology and Population Health. 1415 Washington Heights, 2649A, SPH Tower, Ann Arbor, MI 48109, USA; Texas A&M University School of Public Health, Department of Epidemiology & Biostatistics, USA.
| | - Blair Whittington
- University of Michigan School of Public Health, Department of Epidemiology, Center for Social Epidemiology and Population Health. 1415 Washington Heights, 2649A, SPH Tower, Ann Arbor, MI 48109, USA
| | - Yanmei Xie
- University of Michigan School of Public Health, Department of Epidemiology, Center for Social Epidemiology and Population Health. 1415 Washington Heights, 2649A, SPH Tower, Ann Arbor, MI 48109, USA
| | - Jana L Hirschtick
- University of Michigan School of Public Health, Department of Epidemiology, Center for Social Epidemiology and Population Health. 1415 Washington Heights, 2649A, SPH Tower, Ann Arbor, MI 48109, USA
| | - Annie Ro
- University of California - Irvine, Department of Health, Society, & Behavior. UCI Health Sciences Complex, 856 Health Sciences Quad, Suite 3600, Irvine, CA 92617, USA
| | - Robert C Orellana
- CDC Foundation, 600 Peachtree St NE #1000, Atlanta, GA 30308, USA; Bureau of Infectious Disease Prevention, Michigan Department of Health and Human Services, 333 S Grand Ave, P.O. Box 30195, Lansing, MI 48933, USA
| | - Nancy L Fleischer
- University of Michigan School of Public Health, Department of Epidemiology, Center for Social Epidemiology and Population Health. 1415 Washington Heights, 2649A, SPH Tower, Ann Arbor, MI 48109, USA
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Heitner R, Rogers M, Chambers B, Pinotti R, Silvers A, Meier DE, Bowman B, Johnson KS. The Experience of Black Patients With Serious Illness in the United States: A Scoping Review. J Pain Symptom Manage 2023; 66:e501-e511. [PMID: 37442530 DOI: 10.1016/j.jpainsymman.2023.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 06/29/2023] [Accepted: 07/05/2023] [Indexed: 07/15/2023]
Abstract
CONTEXT Black patients experience health disparities in access and quality of care. OBJECTIVE To identify and characterize the literature on the experiences of Black patients with serious illness across multiple domains - physical, spiritual, emotional, cultural, and healthcare utilization. METHODS We conducted a scoping review of US literature from the last ten years using the PRISMA-ScR framework. PubMed was used to conduct a comprehensive search, followed by recursive citation searches in Scopus. Two reviewers screened the resulting citations to determine eligibility for inclusion and extracted data, including study methods and sample populations. The included articles were categorized by topic and then further organized using the Social-Ecological Model. RESULTS From an initial review of 433 articles, a final sample of 160 were included in the scoping review. The majority of articles used quantitative research methods and were published in the last four years. Articles were categorized into 20 topics, ranging from Access to Hospice and Utilization (42 articles) to Community Outreach and Services (three articles). Three-quarters (76.3%) of the included studies provided evidence that racial disparities exist in serious illness care, while less than one-quarter examined causes of disparities. The most common Model levels were the Health Care System (102 articles) and Individual (71 articles) levels. CONCLUSION More articles focused on establishing evidence of disparities between Black and White patients than on understanding their root causes. Further investigation is warranted to understand how factors at the patient, provider, health system, and society levels interact to remediate disparities.
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Affiliation(s)
- Rachael Heitner
- Brookdale Department of Geriatrics and Palliative Medicine (R.H., M.R., B.C., A.S., D.E.M., B.B.), Center to Advance Palliative Care, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
| | - Maggie Rogers
- Brookdale Department of Geriatrics and Palliative Medicine (R.H., M.R., B.C., A.S., D.E.M., B.B.), Center to Advance Palliative Care, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Brittany Chambers
- Brookdale Department of Geriatrics and Palliative Medicine (R.H., M.R., B.C., A.S., D.E.M., B.B.), Center to Advance Palliative Care, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Rachel Pinotti
- Gustave L. and Janet W. Levy Library (R.P.), Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Allison Silvers
- Brookdale Department of Geriatrics and Palliative Medicine (R.H., M.R., B.C., A.S., D.E.M., B.B.), Center to Advance Palliative Care, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Diane E Meier
- Brookdale Department of Geriatrics and Palliative Medicine (R.H., M.R., B.C., A.S., D.E.M., B.B.), Center to Advance Palliative Care, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Brynn Bowman
- Brookdale Department of Geriatrics and Palliative Medicine (R.H., M.R., B.C., A.S., D.E.M., B.B.), Center to Advance Palliative Care, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Kimberly S Johnson
- Department of Medicine, Division of Geriatrics (K.S.J.), Duke University School of Medicine, Durham, NC, USA, Geriatrics Research Education and Clinical Center, Veteran Affairs Health System, Durham, North Carolina, USA
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10
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Sharma RK, Patel S, Ye W, Rohde SL. Association of social vulnerability on survival, treatment, and presentation in oral cavity cancer. Head Neck 2023; 45:2185-2197. [PMID: 37415555 DOI: 10.1002/hed.27447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 06/14/2023] [Accepted: 06/22/2023] [Indexed: 07/08/2023] Open
Abstract
OBJECTIVE This study utilized a population database to investigate how social environments are associated with outcomes including stage at diagnosis, multimodal treatment, and disease-specific survival for oral cavity squamous cell carcinomas. METHODS Retrospective analysis of adults with oral cavity squamous cell carcinoma between 2007 and 2016 from the Surveillance, Epidemiology, End Results (SEER) registry was performed. The CDC's social vulnerability index (SVI) was used to characterize social vulnerability at the county level. Predictors of disease-specific survival, stage at diagnosis, and use of multimodal therapy were identified using Cox regression and logistic regression. RESULTS Our analysis included 17 043 patients. On adjusted models, patients in the highest SVI quartile (most social vulnerability) exhibited worse disease-specific survival compared to the lowest quartile (HR 1.24, 95% CI 1.12-1.37, p < 0.001), and were more likely to be diagnosed at later stages (OR 1.24, 95% CI 1.11-1.38, p < 0.001) and less likely to receive multimodal therapy (OR 0.84, 95% CI 0.77-0.99, p = 0.037). CONCLUSION High social vulnerability was associated with worse disease-specific survival and disease presentation in oral cavity cancer patients.
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Affiliation(s)
- Rahul K Sharma
- Department of Otolaryngology - Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Siddharth Patel
- Department of Otolaryngology - Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Meharry Medical College, Nashville, Tennessee, USA
| | - Wenda Ye
- Department of Otolaryngology - Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Sarah L Rohde
- Department of Otolaryngology - Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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11
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Tran T, Rousseau MA, Farris DP, Bauer C, Nelson KC, Doan HQ. The social vulnerability index as a risk stratification tool for health disparity research in cancer patients: a scoping review. Cancer Causes Control 2023; 34:407-420. [PMID: 37027053 PMCID: PMC10080510 DOI: 10.1007/s10552-023-01683-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 03/06/2023] [Indexed: 04/08/2023]
Abstract
PURPOSE The social vulnerability index (SVI), developed by the Centers for Disease Control and Prevention, is a novel composite measure encompassing multiple variables that correspond to key social determinants of health. The objective of this review was to investigate innovative applications of the SVI to oncology research and to employ the framework of the cancer care continuum to elucidate further research opportunities. METHODS A systematic search for relevant articles was performed in five databases from inception to 13 May 2022. Included studies applied the SVI to analyze outcomes in cancer patients. Study characteristics, patent populations, data sources, and outcomes were extracted from each article. This review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. RESULTS In total, 31 studies were included. Along the cancer care continuum, five applied the SVI to examine geographic disparities in potentially cancer-causing exposures; seven in cancer diagnosis; fourteen in cancer treatment; nine in treatment recovery; one in survivorship care; and two in end-of-life care. Fifteen examined disparities in mortality. CONCLUSION In highlighting place-based disparities in patient outcomes, the SVI represents a promising tool for future oncology research. As a reliable geocoded dataset, the SVI may inform the development and implementation of targeted interventions to prevent cancer morbidity and mortality at the neighborhood level.
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Affiliation(s)
- Tiffaney Tran
- Department of Dermatology, Division of Internal Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Morgan A Rousseau
- The University of Texas Health Science Center at Houston John P. and Kathrine G. McGovern Medical School, Houston, TX, USA
| | - David P Farris
- Research Medical Library, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Cici Bauer
- Department of Biostatistics and Data Science, The University of Texas Health Science Center at Houston School of Public Health, Houston, TX, USA
| | - Kelly C Nelson
- Department of Dermatology, Division of Internal Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Hung Q Doan
- Department of Dermatology, Division of Internal Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA.
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12
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Moazzam Z, Lima HA, Endo Y, Alaimo L, Ejaz A, Dillhoff M, Cloyd J, Pawlik TM. The implications of fragmented practice in hepatopancreatic surgery. Surgery 2023; 173:1391-1397. [PMID: 36907781 DOI: 10.1016/j.surg.2023.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Revised: 01/09/2023] [Accepted: 02/06/2023] [Indexed: 03/12/2023]
Abstract
BACKGROUND Familiarity with the surgical work environment has been demonstrated to improve outcomes. We sought to investigate the impact of the rate of fragmented practice on textbook outcomes, a validated composite outcome representing an "optimal" postoperative course. METHODS Patients who underwent a hepatic or pancreatic surgical procedure between 2013 and 2017 were identified from the Medicare Standard Analytic Files. The rate of fragmented practice was defined as the surgeon's volume over the study period relative to the number of facilities practiced at. The association between the rate of fragmented practice and textbook outcomes was assessed using multivariable logistic regression. RESULTS A total of 37,599 patients were included (pancreatic: n = 23,701, 63.0%; hepatic: n = 13,898, 37.0%). After controlling for relevant characteristics, patients who underwent surgery by surgeons in higher rate of fragmented practice categories had lower odds of achieving a textbook outcome (reference: low rate of fragmented practice; intermediate rate of fragmented practice: odds ratio = 0.88 [95% confidence interval 0.84-0.93]; high rate of fragmented practice: odds ratio = 0.58 [95% confidence interval 0.54-0.61]) (both P < .001). Of note, the adverse effect of a high rate of fragmented practice on the achievement of textbook outcomes remained substantial, regardless of the county-level social vulnerability index [high rate of fragmented practice; low social vulnerability index: odds ratio = 0.58 (95% confidence interval 0.52-0.66); intermediate social vulnerability index: odds ratio = 0.56 (95% confidence interval 0.52-0.61); high social vulnerability index: odds ratio = 0.60 (95% confidence interval 0.54-0.68)] (all P < .001). Patients in intermediate and high social vulnerability index counties had 19% and 37% greater odds of undergoing surgery by a high rate of fragmented practice surgeon (reference: low social vulnerability index; intermediate social vulnerability index: odds ratio = 1.19 [95% confidence interval 1.12-1.26]; high social vulnerability index: odds ratio = 1.37 [95% confidence interval 1.28-1.46]). CONCLUSION Owing to the impact of the rate of fragmented practice on postoperative outcomes, decreasing fragmentation of care may be an important target for quality initiatives and a means to alleviate social disparities in surgical care.
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Affiliation(s)
- Zorays Moazzam
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH. https://twitter.com/ZoraysM
| | - Henrique A Lima
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH. https://twitter.com/HLimaSurg
| | - Yutaka Endo
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH. https://twitter.com/YutakaEndoSurg
| | - Laura Alaimo
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH. https://twitter.com/LauraAlaimo5
| | - Aslam Ejaz
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH. https://twitter.com/AEjaz85
| | - Mary Dillhoff
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH. https://twitter.com/mary_dillhoff
| | - Jordan Cloyd
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH. https://twitter.com/jcloydmd
| | - Timothy M Pawlik
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH.
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13
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Pham R, Gorodeski EZ, Al-Kindi S. SOCIAL VULNERABILITY AND LOCATION OF DEATH IN HEART FAILURE IN THE UNITED STATES. Curr Probl Cardiol 2023; 48:101689. [PMID: 36906162 DOI: 10.1016/j.cpcardiol.2023.101689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 03/02/2023] [Indexed: 03/12/2023]
Abstract
BACKGROUND Majority of patients with heart failure (HF) die in either nursing homes or inpatient facilities. Social vulnerability captures multiple domains of socioeconomic position and has been linked with higher HF mortality. We sought to investigate the trends in location of death in patients with HF and its association with social vulnerability. METHODS We utilized the multiple cause of death files from the US (1999-2021) to identify decedents with HF as the underlying cause of death and linked them with county-level social vulnerability index (SVI) available from CDC/ATSDR database. RESULTS Approximately 1.7 million HF deaths were examined across 3003 US counties. Most patients (63%) died in a nursing home or inpatient facility, followed by home (28%), and only 4% died in hospice. Death at home had a positive correlation with higher SVI with Pearson's r = 0.26 (p<0.001) as well as deaths in an inpatient facility r = 0.33 (p<0.001). Death in a nursing home correlated negatively with SVI with r = -0.46 (p<0.001). There was no association between hospice utilization and SVI. Locations of death varied by geographic residence. More patients died at home during the COVID-19 pandemic (OR 1.39, p<0.001). CONCLUSIONS Social vulnerability was associated with location of death in patients with HF in the US. These associations varied by geographic location. Future studies should focus on social determinants of health and end-of-life care in HF.
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Affiliation(s)
- Richard Pham
- Harrington Heart and Vascular Institute, University Hospitals, Cleveland, Ohio, US; School of Medicine, Case Western Reserve University, Cleveland, Ohio, US.
| | - Eiran Z Gorodeski
- Harrington Heart and Vascular Institute, University Hospitals, Cleveland, Ohio, US; School of Medicine, Case Western Reserve University, Cleveland, Ohio, US.
| | - Sadeer Al-Kindi
- Harrington Heart and Vascular Institute, University Hospitals, Cleveland, Ohio, US; School of Medicine, Case Western Reserve University, Cleveland, Ohio, US.
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Vedire Y, Rana N, Groman A, Siromoni B, Yendamuri S, Mukherjee S. Geographical Disparities in Esophageal Cancer Incidence and Mortality in the United States. Healthcare (Basel) 2023; 11:healthcare11050685. [PMID: 36900690 PMCID: PMC10001323 DOI: 10.3390/healthcare11050685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Revised: 02/01/2023] [Accepted: 02/22/2023] [Indexed: 03/02/2023] Open
Abstract
BACKGROUND Our previous research on neuroendocrine and gastric cancers has shown that patients living in rural areas have worse outcomes than urban patients. This study aimed to investigate the geographic and sociodemographic disparities in esophageal cancer patients. METHODS We conducted a retrospective study on esophageal cancer patients between 1975 and 2016 using the Surveillance, Epidemiology, and End Results database. Both univariate and multivariable analyses were performed to evaluate overall survival (OS) and disease-specific survival (DSS) between patients residing in rural (RA) and urban (MA) areas. Further, we used the National Cancer Database to understand differences in various quality of care metrics based on residence. RESULTS N = 49,421 (RA [12%]; MA [88%]). The incidence and mortality rates were consistently higher during the study period in RA. Patients living in RA were more commonly males (p < 0.001), Caucasian (p < 0.001), and had adenocarcinoma (p < 0.001). Multivariable analysis showed that RA had worse OS (HR = 1.08; p < 0.01) and DSS (HR = 1.07; p < 0.01). Quality of care was similar, except RA patients were more likely to be treated at a community hospital (p < 0.001). CONCLUSIONS Our study identified geographic disparities in esophageal cancer incidence and outcomes despite the similar quality of care. Future research is needed to understand and attenuate such disparities.
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Affiliation(s)
- Yeshwanth Vedire
- Department of Thoracic Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Navpreet Rana
- Department of Medicine, University at Buffalo School of Medicine, Buffalo, NY 14263, USA
| | - Adrienne Groman
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Beas Siromoni
- School of Health Sciences, University of South Dakota, Vermillion, SD 57069, USA
| | - Sai Yendamuri
- Department of Thoracic Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Sarbajit Mukherjee
- Department of Medicine, University at Buffalo School of Medicine, Buffalo, NY 14263, USA
- Department of Hematology and Oncology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
- Correspondence: ; Tel.: +1-716-845-1300; Fax: +1-716-845-8935
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15
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Campbell JI, Tabatneck M, Sun M, He W, Musinguzi N, Hedt-Gauthier B, Lamb GS, Domond K, Goldmann D, Sabharwal V, Sandora TJ, Haberer JE. Multicenter Analysis of Attrition from the Pediatric Tuberculosis Infection Care Cascade in Boston. J Pediatr 2023; 253:181-188.e5. [PMID: 36181869 DOI: 10.1016/j.jpeds.2022.09.038] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 08/12/2022] [Accepted: 09/23/2022] [Indexed: 01/29/2023]
Abstract
OBJECTIVE To characterize losses from the pediatric tuberculosis (TB) infection care cascade to identify ways to improve TB infection care delivery. STUDY DESIGN We conducted a retrospective cohort study of children (age <18 years) screened for TB within 2 Boston-area health systems between January 2017 and May 2019. Patients who received a tuberculin skin test (TST) and/or an interferon gamma release assay (IGRA) were included. RESULTS We included 13 353 tests among 11 622 patients; 93.9% of the tests were completed. Of 199 patients with positive tests for whom TB infection evaluation was clinically appropriate, 59.3% completed treatment or were recommended to not start treatment. Age 12-17 years (vs < 5 years; aOR 1.59; 95% CI, 1.32-1.92), non-English/non-Spanish language preference (vs English; aOR, 1.34; 95% CI, 1.02-1.76), and receipt of an IGRA (vs TST, aOR, 30.82; 95% CI, 21.92-43.34) were associated with increased odds of testing completion. Odds of testing completion decreased as census tract social vulnerability index quartile increased (ie, social vulnerability worsened; most vulnerable quartile vs least vulnerable quartile, aOR, 0.77; 95% CI, 0.60-0.99). Odds of completing treatment after starting treatment were higher in females (vs males; aOR, 2.35; 95% CI, 1.14-4.85) and were lower in patients starting treatment in a primary care clinic (vs TB/infectious diseases clinic; aOR, 0.44; 95% CI, 0.27-0.71). CONCLUSIONS Among children with a high proportion of negative TB infection tests, completion of testing was high, but completion of evaluation and treatment was moderate. Transitions toward IGRA testing will improve testing completion; interventions addressing social determinants of health are important to improve treatment completion.
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Affiliation(s)
- Jeffrey I Campbell
- Division of Infectious Diseases, Boston Children's Hospital, Boston, MA.
| | - Mary Tabatneck
- Department of Pediatrics, Boston Children's Hospital, Boston, MA
| | - Mingwei Sun
- Center for Research Information Technology, Boston Children's Hospital, Boston, MA
| | - Wei He
- Center for Research Information Science and Computing, Massachusetts General Hospital, Boston, MA
| | - Nicholas Musinguzi
- Global Health Collaborative, Mbarara University of Science and Technology, Mbarara, Uganda
| | | | - Gabriella S Lamb
- Division of Infectious Diseases, Boston Children's Hospital, Boston, MA
| | - Kezia Domond
- Center for Global Health, Massachusetts General Hospital, Boston, MA
| | - Don Goldmann
- Division of Infectious Diseases, Boston Children's Hospital, Boston, MA
| | - Vishakha Sabharwal
- Division of Pediatric Infectious Diseases, Boston Medical Center, Boston, MA
| | - Thomas J Sandora
- Division of Infectious Diseases, Boston Children's Hospital, Boston, MA
| | - Jessica E Haberer
- Center for Global Health, Massachusetts General Hospital, Boston, MA
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16
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Robbins LS, Szychowski JM, Nassel A, Arora G, Armour EK, Walker Z, Rajapreyar IN, Kraus A, Wingate M, Tita AT, Sinkey RG. Geographic disparities in peripartum cardiomyopathy outcomes. Am J Obstet Gynecol MFM 2023; 5:100788. [PMID: 36309247 DOI: 10.1016/j.ajogmf.2022.100788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 09/26/2022] [Accepted: 10/20/2022] [Indexed: 11/07/2022]
Abstract
BACKGROUND Cardiomyopathy causes more than a third of late postpartum pregnancy-related deaths in the United States, and racial disparities in outcomes among pregnant individuals with cardiomyopathy exist. Underlying community factors may contribute to disparities in peripartum cardiomyopathy outcomes. OBJECTIVE This study aimed to identify the geographic distribution of and disparities in peripartum cardiomyopathy outcomes, hypothesizing that patients living in communities with higher social vulnerability may have worse outcomes. STUDY DESIGN This was a retrospective cohort study of patients with peripartum cardiomyopathy per the National Heart, Lung, and Blood Institute definition from January 2000 to November 2017 at a single center, excluding those with a post office box address as a post office box address may not reflect the census tract in which a patient resides. Severe peripartum cardiomyopathy (vs less severe peripartum cardiomyopathy) was defined as ejection fraction <30%, death, intensive care unit admission, left ventricular assist device or implantable cardioverter defibrillator placement, or transplant. The US census tract for the patient's address was linked to the Centers for Disease Control and Prevention Social Vulnerability Index, a 0 to 1 scale of a community's vulnerability to external stresses on health, with higher values indicating greater vulnerability. The Social Vulnerability Index includes social factors divided into socioeconomic, household composition, minority status, and housing type and transportation themes. The Social Vulnerability Index and Social Vulnerability Index components were compared among patients by peripartum cardiomyopathy severity. RESULTS Of 95 patients in the original cohort, 5 were excluded because of the use of a post office box address. Of the remaining 90 patients, 56 met severe peripartum cardiomyopathy criteria. At baseline, individuals with and without severe peripartum cardiomyopathy had similar ages, marital status, payor type, tobacco use, gestational age at delivery, and mode of delivery; however, individuals with severe peripartum cardiomyopathy were more likely to be Black (vs White) (59% vs 29%; P<.007) and less likely to recover ejection fraction (EF) to ≥55% by 12 months (36% vs 62%; P=.02) than individuals with less severe peripartum cardiomyopathy. Patients with severe peripartum cardiomyopathy were more likely to live in areas with a higher Social Vulnerability Index (0.51 vs 0.31; P=.002) and with more residents who were unemployed, impoverished, without a high school diploma, in single-parent households, of minority status, without a vehicle, and in institutionalized group quarters than patients with less severe peripartum cardiomyopathy. The median income was lower in communities of individuals with severe peripartum cardiomyopathy than in communities of individuals with less severe peripartum cardiomyopathy. CONCLUSION Patients with severe peripartum cardiomyopathy outcomes were more likely to live in communities with greater social vulnerability than patients with less severe peripartum cardiomyopathy outcomes. To reduce disparities and maternal mortality rates, resources may need to be directed to socially vulnerable communities.
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Affiliation(s)
- Lindsay S Robbins
- Department of Obstetrics and Gynecology, Eastern Virginia Medical School, Norfolk, VA (Dr Robbins); Center for Maternal and Child Health Equity and Advocacy, Eastern Virginia Medical School Norfolk, VA (Dr Robbins)
| | - Jeff M Szychowski
- Center for Women's Reproductive Health, University of Alabama at Birmingham, Birmingham, AL (Drs Szychowski, Tita, and Sinkey); Department of Biostatistics, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (Dr Szychowski)
| | - Ariann Nassel
- Department of Health Policy and Organization, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (Ms Nassel and Dr Wingate)
| | - Gazal Arora
- Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL (Mses Arora and Kraus)
| | - Emily K Armour
- Department of Obstetrics and Gynecology, University of Oklahoma, Norman, OK (Dr Armour)
| | - Zachary Walker
- Department of Obstetrics and Gynecology, Brigham and Women's Hospital, Boston, MA (Dr Walker)
| | - Indranee N Rajapreyar
- Department of Medicine, Division of Cardiology, Thomas Jefferson University, Philadelphia, PA (Dr Rajapreyar)
| | - Abigayle Kraus
- Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL (Mses Arora and Kraus)
| | - Martha Wingate
- Department of Health Policy and Organization, School of Public Health, University of Alabama at Birmingham, Birmingham, AL (Ms Nassel and Dr Wingate)
| | - Alan T Tita
- Center for Women's Reproductive Health, University of Alabama at Birmingham, Birmingham, AL (Drs Szychowski, Tita, and Sinkey); Department of Obstetrics and Gynecology, University of Alabama at Birmingham, Birmingham, AL (Drs Tita and Sinkey)
| | - Rachel G Sinkey
- Center for Women's Reproductive Health, University of Alabama at Birmingham, Birmingham, AL (Drs Szychowski, Tita, and Sinkey); Department of Obstetrics and Gynecology, University of Alabama at Birmingham, Birmingham, AL (Drs Tita and Sinkey).
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Grant SJ, Jansen M, Kuo TM, Rubinstein SM, Wildes TM, Tuchman SA, Muss HB, Lichtman EI, Charlot M. Cross-Sectional Analysis of Clinical Trial Availability and North Carolina Neighborhood Social Vulnerability. JCO Oncol Pract 2023; 19:e248-e262. [PMID: 36473128 PMCID: PMC9970296 DOI: 10.1200/op.22.00325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 09/01/2022] [Accepted: 09/21/2022] [Indexed: 12/12/2022] Open
Abstract
PURPOSE Residents of communities facing social vulnerability (eg, poverty) have limited access to clinical trials, leaving them susceptible to experiencing poor health outcomes. We examined the association between North Carolina county-level social vulnerability and available multiple myeloma (MM) trials. METHODS Using a novel data linkage between ClinicalTrials.gov, the 2019 American Community Survey, and the Centers for Disease Control and Prevention's Social Vulnerability Index, we investigated at the county level (1) availability of MM trial sites and (2) the relationship between Social Vulnerability Index and MM trial site availability using logistic regression. RESULTS Between 2002 and 2021, 229 trials were registered across 462 nonunique trial sites in 34 counties. Nearly 50% of trial sites were in academic medical centers, 80% (n = 372) of all trials were industry-sponsored, 60% (n = 274) were early-phase, and 50% (n = 232) were for patients with relapsed or refractory MM. Counties with low as opposed to high poverty rates had six times greater odds of having ≥ 1 MM trial sites (odds ratio [OR], 5.60; 95% CI, 1.85 to 19.64; P = .004). Counties with the lowest percentage of Black Indigenous Persons of Color and non-native English speakers had 77% lower odds (OR, 0.23; 95% CI, 0.07 to 0.69; P = .011) of having ≥ 1 trial sites. The effect remained significant after accounting for the presence of five academic medical centers (n = 95; OR, 0.18; 95% CI, 0.05 to 0.6; P = .008) and adjustment for metropolitan, suburban, or rural status (OR, 0.25; 95% CI, 0.07 to 0.81; P = .025). CONCLUSION Counties with the lowest poverty rates had more MM trial sites, whereas those with the lowest percentage of Black Indigenous Persons of Color populations had fewer MM trial sites. Multilevel efforts are needed to improve the availability and access to trials for socially vulnerable populations.
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Affiliation(s)
- Shakira J. Grant
- Division of Hematology, Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Matthew Jansen
- University Libraries, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Tzy-Mey Kuo
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Samuel M. Rubinstein
- Division of Hematology, Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Tanya M. Wildes
- Division of Hematology and Oncology, Department of Medicine, University of Nebraska Medical Center, Omaha, NE
| | - Sascha A. Tuchman
- Division of Hematology, Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Hyman B. Muss
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC
- Division of Medical Oncology, Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Eben I. Lichtman
- Division of Hematology, Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Marjory Charlot
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC
- Division of Medical Oncology, Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC
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State-Level Social Vulnerability Index and Healthcare Access: The Behavioral Risk Factor Surveillance System Survey. Am J Prev Med 2022; 63:403-409. [PMID: 35504796 DOI: 10.1016/j.amepre.2022.03.008] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 03/07/2022] [Accepted: 03/09/2022] [Indexed: 11/20/2022]
Abstract
INTRODUCTION Access to health care is affected by social determinants of health. The social vulnerability index encompasses multiple social determinants of health simultaneously and may therefore be associated with healthcare access. METHODS Cross-sectional data were used from the 2016‒2019 Behavioral Risk Factor Surveillance System, a nationally representative U.S. telephone-based survey of adults aged ≥18 years. State-level social vulnerability index was derived using county-level social vulnerability index estimates from the Centers for Disease Control and Prevention Agency for Toxic Substances and Disease Registry. Analyses were performed in October 2021. Social vulnerability index was ranked according to percentiles, which were divided into tertiles: Tertile 1 (0.10-0.32), Tertile 2 (0.33-0.53), and Tertile 3 (0.54-0.90). RESULTS In multivariable-adjusted models comparing U.S. states in Tertile 3 with those in Tertile 1 of social vulnerability index, there was a higher prevalence of absence of healthcare coverage (OR=1.39 [95% CI=1.22, 1.58]), absence of primary care provider (OR=1.34 [95% CI=1.22, 1.48]), >1-year duration since last routine checkup (OR=1.18 [95% CI=1.10, 1.27]), inability to see a doctor because of cost (OR=1.38 [95% CI=1.23, 1.54]), and the composite variable of any difficulty in accessing healthcare (OR=1.15 [95% CI=1.08, 1.22]). CONCLUSIONS State-level social vulnerability is associated with several measures related to healthcare access. These results can help to identify targeted interventions to improve access to health care in U.S. states with high social vulnerability index burden.
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The Geographic Context of Racial Disparities in Aggressive Endometrial Cancer Subtypes: Integrating Social and Environmental Aspects to Discern Biological Outcomes. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19148613. [PMID: 35886465 PMCID: PMC9320863 DOI: 10.3390/ijerph19148613] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/04/2022] [Revised: 07/12/2022] [Accepted: 07/13/2022] [Indexed: 01/07/2023]
Abstract
The number of Endometrial Carcinoma (EC) diagnoses is projected to increase substantially in coming decades. Although most ECs have a favorable prognosis, the aggressive, non-endometrioid subtypes are disproportionately concentrated in Black women and spread rapidly, making treatment difficult and resulting in poor outcomes. Therefore, this study offers an exploratory spatial epidemiological investigation of EC patients within a U.S.-based health system's institutional cancer registry (n = 1748) to search for and study geographic patterns. Clinical, demographic, and geographic characteristics were compared by histotype using chi-square tests for categorical and t-tests for continuous variables. Multivariable logistic regression evaluated the impact of risks on these histotypes. Cox proportional hazard models measured risks in overall and cancer-specific death. Cluster detection indicated that patients with the EC non-endometrioid histotypes exhibit geographic clustering in their home address, such that congregate buildings can be identified for targeted outreach. Furthermore, living in a high social vulnerability area was independently associated with non-endometrioid histotypes, as continuous and categorical variables. This study provides a methodological framework for early, geographically targeted intervention; social vulnerability associations require further investigation. We have begun to fill the knowledge gap of geography in gynecologic cancers, and geographic clustering of aggressive tumors may enable targeted intervention to improve prognoses.
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Chuang E, Yu S, Georgia A, Nymeyer J, Williams J. A Decade of Studying Drivers of Disparities in End-of-Life Care for Black Americans: Using the NIMHD Framework for Health Disparities Research to Map the Path Ahead. J Pain Symptom Manage 2022; 64:e43-e52. [PMID: 35381316 PMCID: PMC9189009 DOI: 10.1016/j.jpainsymman.2022.03.017] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 03/02/2022] [Accepted: 03/24/2022] [Indexed: 11/24/2022]
Abstract
OBJECTIVE The purpose of this paper is to provide a review of the existing literature on racial disparities in quality of palliative and end-of-life care and to demonstrate gaps in the exploration of underlying mechanisms that produce these disparities. BACKGROUND Countless studies over several decades have revealed that our healthcare system in the United States consistently produces poorer quality end-of-life care for Black compared with White patients. Effective interventions to reduce these disparities are sparse and hindered by a limited understanding of the root causes of these disparities. METHODS We searched PubMed, CINAHL and PsychInfo for research manuscripts that tested hypotheses about causal mechanisms for disparities in end-of-life care for Black patients. These studies were categorized by domains outlined in the National Institute of Minority Health and Health Disparities (NIMHD) framework, which are biological, behavioral, physical/built environment, sociocultural and health care systems domains. Within these domains, studies were further categorized as focusing on the individual, interpersonal, community or societal level of influence. RESULTS The majority of the studies focused on the Healthcare System and Sociocultural domains. Within the Health Care System domain, studies were evenly distributed among the individual, interpersonal, and community level of influence, but less attention was paid to the societal level of influence. In the Sociocultural domain, most studies focused on the individual level of influence. Those focusing on the individual level of influence tended to be of poorer quality. CONCLUSIONS The sociocultural environment, physical/built environment, behavioral and biological domains remain understudied areas of potential causal mechanisms for racial disparities in end-of-life care. In the Healthcare System domain, social influences including healthcare policy and law are understudied. In the sociocultural domain, the majority of the studies still focused on the individual level of influence, missing key areas of research in interpersonal discrimination and local and societal structural discrimination. Studies that focus on individual factors should be better screened to ensure that they are of high quality and avoid stigmatizing Black communities.
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Affiliation(s)
- Elizabeth Chuang
- Department of Family and Social Medicine (E.C.), Albert Einstein College of Medicine, Bronx, New York, USA.
| | - Sandra Yu
- Columbia Mailman School of Public Health (S.Y.), New York, NY, USA
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Greenberg AL, Lin JA, Colley A, Finlayson E, Bongiovanni T, Wick EC. Characteristics and Procedures Among Adults Discharged to Hospice After Gastrointestinal Tract Surgery in California. JAMA Netw Open 2022; 5:e2220379. [PMID: 35793086 PMCID: PMC9260472 DOI: 10.1001/jamanetworkopen.2022.20379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
IMPORTANCE Hospice care is associated with improved quality of life and goal-concordant care. Limited data suggest that provision of hospice services after surgery is suboptimal; however, literature in this domain is in its nascency, leaving gaps in our understanding of patients who enroll in hospice after surgery. OBJECTIVE To characterize the transition to hospice after gastrointestinal tract surgery and identify areas that warrant further attention and intervention. DESIGN, SETTING, AND PARTICIPANTS This retrospective cohort study included patients discharged to hospice after a surgical hospitalization for a digestive disorder in California-licensed hospitals between January 1, 2015, and December 31, 2019. Data were analyzed from August 1 to November 30, 2021. EXPOSURES Patient age, race and ethnicity, principal language, payer, and Distressed Community Index (DCI). MAIN OUTCOMES AND MEASURES Admission type and most common diagnoses and procedures for surgical hospitalizations that resulted in discharge to hospice, annual hospitalization trend for 3 years preceding hospice enrollment, and most common diagnoses for patients who were readmitted after hospice enrollment were summarized. Age, race and ethnicity, principal language, payer, and DCI were compared between patients who were readmitted after hospice enrollment and those who were not. RESULTS Of 2688 patients with surgical hospitalizations resulting in discharge to hospice (mean [SD] age, 73.2 [14.7] years; 1459 women [54.3%]), 2389 (88.9%) had urgent or emergent discharges. The most common diagnoses were cancer (primary and metastatic; 1541 [57.3%]) and bowel obstruction (563 [20.9%]). The most common procedures were bowel resection, fecal diversion, inferior vena cava filter, gastric bypass, and paracentesis. In the 3 years preceding hospice enrollment, this cohort had a mean (SD) of 2.21 (2.77) hospitalizations per patient (1537 of 5953 surgical [25.8%]). Of these, 3594 of 5953 total (60.4%) and 840 of 1537 surgical (54.7%) hospitalizations were within 1 year of hospice enrollment. Three hundred and sixty-eight patients (13.7%) were readmitted after hospice enrollment, with infection being the most common readmission diagnosis. Readmitted patients were more likely to be younger (mean [SD] age, 69.7 [16.4] vs 73.8 [14.3] years; P < .001), to speak a principal language other than English (62 of 368 [16.8%] vs 292 of 2320 [12.6%]; P = .02), to be insured through Medicaid (70 of 368 [19.0%] vs 223 of 2320 [9.6%]; P < .001), and to be from a community with higher DCI (198 of 360 [55.0%] vs 1117 of 2269 [49.2%]; P = .04) and were less likely to be White (195 of 368 [53.0%] vs 1479 of 2320 [63.8%]; P < .001). CONCLUSIONS AND RELEVANCE These findings suggest multiple opportunities for advance care planning in this surgical cohort, with a particular focus on emergent care. Further study is needed to understand the reasons for rehospitalization after hospice discharge and identify ways to improve communication and decision-making support for patients who choose to enroll in hospice care. Given the frequent antecedent interactions with the health care system among this population, longitudinal and tailored approaches may be beneficial to promote equitable end-of-life care; however, further research is needed to clarify barriers and understand differing patient needs.
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Affiliation(s)
| | - Joseph A. Lin
- Department of Surgery, University of California, San Francisco
| | - Alexis Colley
- Department of Surgery, University of California, San Francisco
| | - Emily Finlayson
- Department of Surgery, University of California, San Francisco
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22
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Does Adding a Measure of Social Vulnerability to a Surgical Risk Calculator Improve Its Performance? J Am Coll Surg 2022; 234:1137-1146. [PMID: 35703812 DOI: 10.1097/xcs.0000000000000187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
BACKGROUND Emerging literature suggests that measures of social vulnerability should be incorporated into surgical risk calculators. The Social Vulnerability Index (SVI) is a measure designed by the CDC that encompasses 15 socioeconomic and demographic variables at the census tract level. We examined whether adding the SVI into a parsimonious surgical risk calculator would improve model performance. STUDY DESIGN The eight-variable Surgical Risk Preoperative Assessment System (SURPAS), developed using the entire American College of Surgeons (ACS) NSQIP database, was applied to local ACS-NSQIP data from 2012 to 2018 to predict 12 postoperative outcomes. Patient addresses were geocoded and used to estimate the SVI, which was then added to the model as a ninth predictor variable. Brier scores and c-indices were compared for the models with and without the SVI. RESULTS The analysis included 31,222 patients from five hospitals. Brier scores were identical for eight outcomes and improved by only one to two points in the fourth decimal place for four outcomes with addition of the SVI. Similarly, c-indices were not significantly different (p values ranged from 0.15 to 0.96). Of note, the SVI was associated with most of the eight SURPAS predictor variables, suggesting that SURPAS may already indirectly capture this important risk factor. CONCLUSION The eight-variable SURPAS prediction model was not significantly improved by adding the SVI, showing that this parsimonious tool functions well without including a measure of social vulnerability.
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Abstract
GOAL The objective of this retrospective, observational study was to assess the mediating effect of medical complexity on the relationship between social vulnerability and four acute care resource use outcomes-number of hospitalizations, emergency department (ED) visits, observation stays, and total visits. Such information may help healthcare managers better anticipate the effects of interventions targeted to the socially vulnerable in their patient population. METHODS Electronic health records of 147,496 adults served by 27 primary care practices in one large health system from 2015 to 2017 were used. Descriptive statistics were applied to characterize patients and the primary care practices included in the study. Causal mediation analyses using a modified Baron and Kenny approach were performed. PRINCIPAL FINDINGS Causal mediation analyses demonstrated that increased social vulnerability was associated with increased medical complexity (incidence rate ratio [IRR] = 1.57) and increased numbers of hospitalizations (IRR = 1.63), ED visits (IRR = 2.14), observation stays (IRR = 1.94), and total visits (IRR = 2.04). Effects remained significant, though attenuated, after adjusting for medical complexity (mediator), demographics, and medications (hospitalizations IRR = 1.44, ED visits IRR = 2.02, observation stays IRR = 1.74, total visits IRR = 1.86). Social vulnerability, given medical complexity, explained between 8% (ED visits) and 26% (hospitalizations) of the variation in outcomes. PRACTICAL APPLICATIONS These findings reinforce the need to modify interventions for medically complex adults to address their social needs and, consequently, reduce costly health services. Health systems seeking to reduce costly care can use these results to estimate savings in the treatment of patients with high social vulnerability-before they get chronic conditions and later as they seek care.
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24
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Penny CL, Tanino SM, Mosca PJ. Racial Disparities in Surgery for Malignant Bowel Obstruction. Ann Surg Oncol 2022; 29:3122-3133. [PMID: 35041096 DOI: 10.1245/s10434-021-11161-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 11/13/2021] [Indexed: 11/18/2022]
Abstract
BACKGROUND Operative management of patients with malignant bowel obstruction (MBO) may provide effective palliation, but is associated with substantial risks. This study aimed to analyze racial and ethnic differences in surgical outcomes for patients with MBO. METHODS This retrospective study, using National Surgical Quality Improvement Program (NSQIP) registry data from 2010 to 2019, compared differences in outcomes by race and ethnicity for 2762 patients undergoing surgery for MBO. Multivariable logistic regression controlled for relevant covariates. RESULTS Black patients (n = 407) had higher rates of preoperative comorbidity and were more likely than White patients (n = 2081) to have major complications (28.5% vs 21.8%; p = 0.0031), overall complications (47.4% vs 40.4%; p = 0.0087), a longer median hospital stay (12 days; interquartile range [IQR, 8-19 days] vs 10 days [IQR, 7-17 days]; p = 0.0007), and unplanned readmission (17.1% vs 12.9%; p = 0.0266). Black patients had a similar mortality rate to that of White patients and were less frequently discharged to home (67.6% vs 73.0%; p = 0.0315). Differences in morbidity between Black patients and White patients persisted after controlling for potentially confounding variables. Hispanic patients had lower mortality than White patients (6.3% vs 13.1%; p = 0.0130) and a longer hospital stay (12 days [IQR, 8-18 days] vs 10 days [IQR, 7-17 days]; p = 0.0313). Outcomes did not differ between Asian patients and White patients. CONCLUSIONS This study demonstrated significant disparities for Black patients undergoing surgery for MBO. Understanding and addressing what drives these differences, including systemic inequalities such as access to care and racial biases, is essential to the achievement of more equitable, higher-quality patient care.
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Affiliation(s)
- Caitlin L Penny
- Duke University School of Medicine, Duke Health, Durham, NC, USA
| | - Sean M Tanino
- Duke University School of Medicine, Duke Health, Durham, NC, USA
| | - Paul J Mosca
- Duke University School of Medicine, Duke Health, Durham, NC, USA. .,Department of Surgery, Duke Health, Durham, NC, USA. .,Duke Network Services, Duke Health, Durham, NC, USA.
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25
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Herrel LA, Zhu Z, Ryan AM, Hollenbeck BK, Miller DC. Intensity of end-of-life care for dual-eligible beneficiaries with cancer and the impact of delivery system affiliation. Cancer 2021; 127:4628-4635. [PMID: 34428311 PMCID: PMC9199351 DOI: 10.1002/cncr.33874] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 07/13/2021] [Accepted: 08/03/2021] [Indexed: 01/07/2023]
Abstract
BACKGROUND Dual-eligible beneficiaries, who qualify for Medicare and Medicaid, are a vulnerable population with much to gain from efforts to improve quality. Integrated delivery networks and cancer centers, with their emphasis on care coordination and communication, may improve quality of care for dual-eligible patients with cancer at the end of life. METHODS This study used Surveillance, Epidemiology, and End Results registry data linked with Medicare claims to evaluate quality for beneficiaries who died of cancer and were diagnosed from 2009 to 2014. High-intensity care was evaluated with 7 end-of-life quality measures according to dual-eligible status with multivariable logistic regression models. Regression-based techniques were used to assess the effect of delivery system affiliation (ie, cancer center or integrated delivery network vs no affiliation). RESULTS Among 100,549 beneficiaries who died during the study interval, 22% were dually eligible. Inferior outcomes were identified for dual-eligible beneficiaries in comparison with nondual beneficiaries across nearly every quality measure assessed, including >1 hospitalization in the last 30 days (12.6% vs 11.3%; P < .001) and a greater proportion of deaths occurring in a hospital setting (30.2% vs 26.2%; P < .001). Receipt of care in an affiliated delivery system was associated with reduced deaths in a hospital setting and increased hospice utilization for dual-eligible beneficiaries. CONCLUSIONS Dual-eligible status is associated with higher intensity care at the end of life. Delivery system affiliation has a modest impact on quality at the end of life, and this suggests that targeted efforts may be needed to optimize quality for this group of vulnerable patients.
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Affiliation(s)
- Lindsey A Herrel
- Department of Urology, University of Michigan, Ann Arbor, Michigan
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan
| | - Ziwei Zhu
- Department of Urology, University of Michigan, Ann Arbor, Michigan
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan
| | - Andrew M Ryan
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan
- School of Public Health, University of Michigan, Ann Arbor, Michigan
| | - Brent K Hollenbeck
- Department of Urology, University of Michigan, Ann Arbor, Michigan
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan
| | - David C Miller
- Department of Urology, University of Michigan, Ann Arbor, Michigan
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan
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Paro A, Dalmacy D, Hyer JM, Tsilimigras DI, Diaz A, Pawlik TM. Impact of Perioperative Thromboembolic Complications on Future Long-term Risk of Venous Thromboembolism among Medicare Beneficiaries Undergoing Complex Gastrointestinal Surgery. J Gastrointest Surg 2021; 25:3064-3073. [PMID: 34282525 DOI: 10.1007/s11605-021-05080-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 06/20/2021] [Indexed: 01/31/2023]
Abstract
BACKGROUND Venous thromboembolism (VTE), including deep venous thrombosis (DVT) and pulmonary embolism (PE), represents a common cause of morbidity and mortality following complex gastrointestinal surgery. Whether perioperative VTE also exposes patients to a higher long-term risk of VTE events remains poorly defined. METHODS The Medicare 100% Standard Analytic Files were used to identify patients undergoing esophageal, hepatic, pancreatic, and colorectal resection between 2013 and 2017. The impact of perioperative VTE, defined as a VTE episode occurring during the index hospitalization or within 30 days of discharge, on the risk of developing subsequent long-term VTE episodes (i.e., more than 30 days following discharge) was examined. RESULTS Among 253,212 patients who underwent complex gastrointestinal surgery, 1.9% (n=4763) developed a VTE episode perioperatively. With a median follow-up period of 553 days (IQR 194-1052), a total of 11,052 patients (4.4%) developed a long-term VTE episode. Of note, patients who developed a DVT perioperatively had a higher risk of experiencing a long-term VTE episode than patients who had no perioperative thromboembolic complications (HR 6.50, 95%CI 6.04-6.98). The increase in risk was more pronounced among patients who had a PE (HR 27.97, 95%CI 25.39-30.80) at the time of surgery. Risk factors for long-term thromboembolic events following complex GI surgery included Black patients (HR 1.20, 95%CI 1.11-1.30), receipt of surgery at a teaching hospital (HR 1.09, 95%CI 1.04-1.13), nonelective surgery (HR 1.19, 95%CI 1.14-1.24), as well as a diagnosis of cancer (HR 1.10, 95%CI 1.05-1.16). The development of a perioperative DVT was associated with an increased long-term risk of VTE in both cancer (HR 5.59, 95%CI 5.29-6.61) and non-cancer patients (HR 6.98, 95%CI 6.37-7.64). Similarly, experiencing a PE at the time of surgery led to a higher long-term risk of VTE in cancer (HR 24.30, 95%CI 21.08-28.02), as well as non-cancer (HR 30.81, 95%CI 27.01-35.15) patients. CONCLUSIONS Patients with a history of perioperative VTE had a higher risk of developing subsequent VTE events within 1-2 years following complex GI surgery. The risk was more pronounced among patients who had perioperative PE rather than DVT. These findings were consistent among both cancer and non-cancer patients.
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Affiliation(s)
- Alessandro Paro
- Department of Surgery, James Cancer Hospital and Solove Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Djhenne Dalmacy
- Department of Surgery, James Cancer Hospital and Solove Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - J Madison Hyer
- Department of Surgery, James Cancer Hospital and Solove Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Diamantis I Tsilimigras
- Department of Surgery, James Cancer Hospital and Solove Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Adrian Diaz
- Department of Surgery, James Cancer Hospital and Solove Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Timothy M Pawlik
- Department of Surgery, James Cancer Hospital and Solove Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, USA. .,Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, OH, 43210, USA.
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McAlarnen LA, Tsaih SW, Aliani R, Simske NM, Hopp EE. Virtual visits among gynecologic oncology patients during the COVID-19 pandemic are accessible across the social vulnerability spectrum. Gynecol Oncol 2021; 162:4-11. [PMID: 33994014 PMCID: PMC8111476 DOI: 10.1016/j.ygyno.2021.04.037] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 04/27/2021] [Indexed: 12/16/2022]
Abstract
OBJECTIVE The COVID-19 pandemic has quickly transformed healthcare systems with expansion of telemedicine. The past year has highlighted risks to immunosuppressed cancer patients and shown the need for health equity among vulnerable groups. In this study, we describe the utilization of virtual visits by patients with gynecologic malignancies and assess their social vulnerability. METHODS Virtual visit data of 270 gynecology oncology patients at a single institution from March 1, 2020 to August 31, 2020 was obtained by querying a cohort discovery tool. Through geocoding, the CDC Social Vulnerability Index (SVI) was utilized to assign social vulnerability indices to each patient and the results were analyzed for trends and statistical significance. RESULTS African American patients were the most vulnerable with a median SVI of 0.71, Asian 0.60, Hispanic 0.41, and Caucasian 0.21. Eighty-seven percent of patients in this study were Caucasian, 8.9% African American, 3.3% Hispanic, and 1.1% Asian, which is comparable to the baseline institutional gynecologic cancer population. The mean census tract SVI variable when comparing patients to all census tracts in the United States was 0.31 (range 0.00 least vulnerable to 0.98 most vulnerable). CONCLUSIONS Virtual visits were utilized by patients of all ages and gynecologic cancer types. African Americans were the most socially vulnerable patients of the cohort. Telemedicine is a useful platform for cancer care across the social vulnerability spectrum during the pandemic and beyond. To ensure continued access, further research and outreach efforts are needed.
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Abbas A, Pawlik TM. ASO Author Reflections: How Does Social Vulnerability Impact Hospice Utilization Among Patients Undergoing Cancer Surgery? Ann Surg Oncol 2020; 28:1927-1928. [PMID: 33037536 DOI: 10.1245/s10434-020-09234-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 09/22/2020] [Indexed: 11/18/2022]
Affiliation(s)
- Alizeh Abbas
- Department of Surgery, Division of Surgical Oncology, The Urban Meyer III and Shelley Meyer Chair for Cancer Research, Wexner Medical Center, James Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA
| | - Timothy M Pawlik
- Department of Surgery, Division of Surgical Oncology, The Urban Meyer III and Shelley Meyer Chair for Cancer Research, Wexner Medical Center, James Comprehensive Cancer Center, The Ohio State University, Columbus, OH, USA.
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