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Herb J, Dunham L, Stitzenberg K. A Comparison of Area-Level Socioeconomic Status Indices in Colorectal Cancer Care. J Surg Res 2022; 280:304-311. [PMID: 36030606 DOI: 10.1016/j.jss.2022.07.036] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 07/10/2022] [Accepted: 07/28/2022] [Indexed: 11/29/2022]
Abstract
INTRODUCTION There are multiple measures of area socioeconomic status (SES) and there is little evidence on the comparative performance of these measures. We hypothesized adding area SES measures improves model ability to predict guideline concordant care and overall survival compared to models with standard clinical and demographic data alone. MATERIALS AND METHODS We included patients with colorectal cancer from 2006 to 2015 from the North Carolina Cancer Registry merged with insurance claims data. The primary area SES study variables were the Social Deprivation Index, Distressed Communities Index, Area Deprivation Index, and Social Vulnerability Index. We used multivariable logistic modeling and Cox proportional hazards modeling to assess the adjusted association of each indicator, with guideline concordant care and overall survival, respectively. Model performance of the SES measures was compared to a base model using likelihood ratio testing and area under the curve (AUC) assessments to compare SES indicator models with each other. RESULTS We found that the Area Deprivation Index, Social Vulnerability Index and Social Deprivation Index, but not Distressed Communities Index, were significantly associated with receiving guideline concordant care and significantly improved model fit over the base model on likelihood ratio testing. All models had similar AUCs. With respect to overall survival, we found that all indices were independently and significantly associated with survival and had significantly improved model fit over the base model on likelihood ratio testing. AUC analysis again showed all area SES measures had comparable performance for overall survival at 5 y. CONCLUSIONS This analysis demonstrates the importance of including these measures in risk adjustment models. However, of the commonly available measures, no one measure stood out as superior to others.
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Affiliation(s)
- Joshua Herb
- Department of Surgery, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
| | - Lisette Dunham
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Karyn Stitzenberg
- Department of Surgery, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina; Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
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2
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Stamatiou D, Naumann DN, Foss H, Singhal R, Karandikar S. Effects of ethnicity and socioeconomic status on surgical outcomes from inflammatory bowel disease. Int J Colorectal Dis 2022; 37:1367-1374. [PMID: 35554640 DOI: 10.1007/s00384-022-04180-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/01/2022] [Indexed: 02/04/2023]
Abstract
PURPOSE Evidence suggests that ethnicity and socioeconomic status of patients with chronic diseases influence their healthcare outcomes. The aim of this study was to assess the impact of these factors on the surgical outcome of patients with inflammatory bowel disease (IBD) over a 15-year period. METHODS A retrospective observational study investigated IBD patients operated on at an NHS Trust between 2000-2015, with follow-up data until 2020. Logistic regression models were used to determine the relationship between ethnic minority background and Index of Multiple Deprivation (IMD) on outcomes including requirement for intra-abdominal surgery, permanent stoma, re-do surgery and surgical complications, accounting for age, gender, smoking history and biologic treatment. RESULTS There were 1,620 patients (56.7% ulcerative colitis (UC) and 43.3% Crohn's disease (CD)). Median age was 32 years, and 49.6% were female. Patients with an ethnic minority background accounted for 20.6%. Within 5 years of first presentation, 369 patients required intra-abdominal surgery, 95 permanent stomas and 107 re-do surgery. For CD patients, younger age at diagnosis, female patients, those with an ethnic minority background, higher IMD quintile, smoking history and biologic treatment were more likely to have intra-abdominal surgery. Ethnic minority background and higher IMD score were further associated with surgical complications for CD but not UC patients. CONCLUSION Ethnic minority status and socioeconomic deprivation were associated with worse surgical outcomes within our cohort of IBD patients. These findings may stimulate discourse regarding the strategic planning of equitable healthcare services.
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Affiliation(s)
- Dimitrios Stamatiou
- University Hospitals Birmingham NHS Foundation Trust, Colorectal Surgery Unit, Birmingham, UK
| | - David N Naumann
- University Hospitals Birmingham NHS Foundation Trust, Colorectal Surgery Unit, Birmingham, UK.,University of Birmingham, Birmingham, UK
| | - Helen Foss
- University Hospitals Birmingham NHS Foundation Trust, Colorectal Surgery Unit, Birmingham, UK
| | - Rishi Singhal
- Upper GI & Bariatric Surgery Unit, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Sharad Karandikar
- University Hospitals Birmingham NHS Foundation Trust, Colorectal Surgery Unit, Birmingham, UK.
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Pre- and Perioperative Inflammatory Biomarkers in Older Patients Resected for Localized Colorectal Cancer: Associations with Complications and Prognosis. Cancers (Basel) 2021; 14:cancers14010161. [PMID: 35008324 PMCID: PMC8750535 DOI: 10.3390/cancers14010161] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 12/11/2021] [Accepted: 12/24/2021] [Indexed: 02/07/2023] Open
Abstract
Simple Summary Colorectal cancer is the second most common cancer worldwide, and the incidence increases with age. The primary treatment for localized disease is surgical resection. Biomarkers identifying older patients at risk of complications following surgery are desirable to create a more individualized treatment plan. The purpose of this study is to investigate if circulating proteins related to inflammation (CRP, Il-6, and YKL-40) can provide information about the risk of complications and survival in older patients undergoing resection, and, furthermore, to investigate if this relation is different in older patients as compared to younger patients. We investigated 401 patients with localized colorectal cancer and found that older patients (n = 210) had higher levels of preoperative inflammatory biomarkers compared to younger patients (n = 191). High levels were associated with major complications after resection in older, but not in younger, patients. This may be useful in the future to design more personalized treatment plans. Abstract The association between pre- and perioperative inflammatory biomarkers, major complications, and survival rates after resection of colorectal cancer (CRC) in older patients is largely unknown. The aim was to investigate age-dependent differences in these associations. Serum CRP, IL-6, and YKL-40 were measured preoperatively and on the first and second day after resection of CRC (stages I–III) in 210 older (≥70 years) and 191 younger patients (<70 years). The results from the complications was presented as an odds ratio (OR, with a 95% confidence interval (CI)) with logistic regression. Results from the mortality rates were presented as a hazard ratio (HR, with a 95% CI) using Cox proportional hazards regression. The preoperative inflammatory biomarkers were higher in the older vs. the younger patients. The risk of complications was increased in older patients with a high preoperative CRP (OR = 1.25, 95% CI 1.03–1.53), IL-6 (OR = 1.57, 95% CI 1.18–2.08), and YKL-40 (OR = 1.66, 95% CI 1.20–2.28), but not in younger patients. Mortality was higher in younger patients with high preoperative YKL-40 (HR = 1.66, 95% CI 1.06–2.60). This was not found in older patients. Elevated preoperative inflammatory biomarkers among older patients were associated with an increased risk of complications, but not mortality. Preoperative inflammatory biomarkers may be useful in assessing the risk of a complicated surgical course in older patients with CRC.
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Tron L, Fauvernier M, Bouvier AM, Robaszkiewicz M, Bouvier V, Cariou M, Jooste V, Dejardin O, Remontet L, Alves A, Molinié F, Launoy G. Socioeconomic Environment and Survival in Patients with Digestive Cancers: A French Population-Based Study. Cancers (Basel) 2021; 13:cancers13205156. [PMID: 34680305 PMCID: PMC8533795 DOI: 10.3390/cancers13205156] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 10/07/2021] [Accepted: 10/08/2021] [Indexed: 12/16/2022] Open
Abstract
Social inequalities are an important prognostic factor in cancer survival, but little is known regarding digestive cancers specifically. We aimed to provide in-depth analysis of the contextual social disparities in net survival of patients with digestive cancer in France, using population-based data and relevant modeling. Digestive cancers (n = 54,507) diagnosed between 2006-2009, collected through the French network of cancer registries, were included (end of follow-up 30 June 2013). Social environment was assessed by the European Deprivation Index. Multidimensional penalized splines were used to model excess mortality hazard. We found that net survival was significantly worse for individuals living in a more deprived environment as compared to those living in a less deprived one for esophageal, liver, pancreatic, colon and rectal cancers, and for stomach and bile duct cancers among females. Excess mortality hazard was up to 57% higher among females living in the most deprived areas (vs. least deprived) at 1 year of follow-up for bile duct cancer, and up to 21% higher among males living in the most deprived areas (vs. least deprived) regarding colon cancer. To conclude, we provide a better understanding of how the (contextual) social gradient in survival is constructed, offering new perspectives for tackling social inequalities in digestive cancer survival.
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Affiliation(s)
- Laure Tron
- ‘ANTICIPE’ U1086 INSERM-UCN, Normandie University UNICAEN, Centre François Baclesse, 14000 Caen, France; (V.B.); (O.D.); (A.A.); (G.L.)
- Correspondence:
| | - Mathieu Fauvernier
- Service de Biostatistique–Bioinformatique, Pôle Santé Publique, Hospices Civils de Lyon, 69000 Lyon, France; (M.F.); (L.R.)
- Laboratoire de Biométrie et Biologie Évolutive, Équipe Biostatistique-Santé, University of Lyon 1, CNRS, UMR 5558, 69100 Villeurbanne, France
| | - Anne-Marie Bouvier
- Digestive Cancer Registry of Burgundy, Dijon University Hospital, INSERM UMR 1231, University of Burgundy, 21079 Dijon, France; (A.-M.B.); (V.J.)
- French Network of Cancer Registries, 31000 Toulouse, France; (M.R.); (M.C.); (F.M.)
| | - Michel Robaszkiewicz
- French Network of Cancer Registries, 31000 Toulouse, France; (M.R.); (M.C.); (F.M.)
- Digestive Tumors Registry of Finistère, EA SPURBO 7479, CHRU Morvan, 29200 Brest, France
| | - Véronique Bouvier
- ‘ANTICIPE’ U1086 INSERM-UCN, Normandie University UNICAEN, Centre François Baclesse, 14000 Caen, France; (V.B.); (O.D.); (A.A.); (G.L.)
- French Network of Cancer Registries, 31000 Toulouse, France; (M.R.); (M.C.); (F.M.)
- Digestive Cancer Registry of Calvados, Caen University Hospital, ‘ANTICIPE’ U1086 INSERM-UCN, Normandie University UNICAEN, Centre François Baclesse, 14000 Caen, France
| | - Mélanie Cariou
- French Network of Cancer Registries, 31000 Toulouse, France; (M.R.); (M.C.); (F.M.)
- Digestive Tumors Registry of Finistère, EA SPURBO 7479, CHRU Morvan, 29200 Brest, France
| | - Valérie Jooste
- Digestive Cancer Registry of Burgundy, Dijon University Hospital, INSERM UMR 1231, University of Burgundy, 21079 Dijon, France; (A.-M.B.); (V.J.)
- French Network of Cancer Registries, 31000 Toulouse, France; (M.R.); (M.C.); (F.M.)
| | - Olivier Dejardin
- ‘ANTICIPE’ U1086 INSERM-UCN, Normandie University UNICAEN, Centre François Baclesse, 14000 Caen, France; (V.B.); (O.D.); (A.A.); (G.L.)
- Research Department, Caen University Hospital, ‘ANTICIPE’ U1086 INSERM-UCN, Normandie University UNICAEN, Centre François Baclesse, 14000 Caen, France
| | - Laurent Remontet
- Service de Biostatistique–Bioinformatique, Pôle Santé Publique, Hospices Civils de Lyon, 69000 Lyon, France; (M.F.); (L.R.)
- Laboratoire de Biométrie et Biologie Évolutive, Équipe Biostatistique-Santé, University of Lyon 1, CNRS, UMR 5558, 69100 Villeurbanne, France
| | - Arnaud Alves
- ‘ANTICIPE’ U1086 INSERM-UCN, Normandie University UNICAEN, Centre François Baclesse, 14000 Caen, France; (V.B.); (O.D.); (A.A.); (G.L.)
- Research Department, Caen University Hospital, ‘ANTICIPE’ U1086 INSERM-UCN, Normandie University UNICAEN, Centre François Baclesse, 14000 Caen, France
- Department of Digestive Surgery, University Hospital of Caen, 14000 Caen, France
| | | | - Florence Molinié
- French Network of Cancer Registries, 31000 Toulouse, France; (M.R.); (M.C.); (F.M.)
- Loire-Atlantique/Vendée Cancer Registry, 44000 Nantes, France
- CERPOP, Université de Toulouse, Inserm, UPS, 31000 Toulouse, France
| | - Guy Launoy
- ‘ANTICIPE’ U1086 INSERM-UCN, Normandie University UNICAEN, Centre François Baclesse, 14000 Caen, France; (V.B.); (O.D.); (A.A.); (G.L.)
- French Network of Cancer Registries, 31000 Toulouse, France; (M.R.); (M.C.); (F.M.)
- Research Department, Caen University Hospital, ‘ANTICIPE’ U1086 INSERM-UCN, Normandie University UNICAEN, Centre François Baclesse, 14000 Caen, France
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Alves A, Civet A, Laurent A, Parc Y, Penna C, Msika S, Hirsch M, Pocard M. Social deprivation aggravates post-operative morbidity in carcinologic colorectal surgery: Results of the COINCIDE multicenter study. J Visc Surg 2020; 158:211-219. [PMID: 32747307 DOI: 10.1016/j.jviscsurg.2020.07.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
AIM OF THE STUDY Evaluate the impact of social deprivation on morbidity and mortality in surgery for colorectal cancer. METHODS The COINCIDE prospective cohort included nearly 2,000 consecutive patients operated on for colorectal cancer at the Assistance Publique-Hospitals of Paris (AP-HP) from 2008 to 2010. The data on these patients were crossed with the PMSI administrative database. The European Social Deprivation Index (EDI) was calculated for each patient and classified into five quintiles (quintiles 4 and 5 being the most disadvantaged patients). Thirty-day post-operative morbidity was determined according to the Dindo-Clavien classification, with a Had®Hoc re-analysis of each file. Statistical analysis was performed using the proprietary Q-finder® algorithm. RESULTS One thousand two hundred and fifty nine curative colorectal resections were analyzed. Mortality was 2.7% and severe morbidity (Dindo-Clavien≥3) occurred in 16.4%. Mortality was not statistically significantly increased among the most disadvantaged who made up almost two thirds of the population (64.2%). Patients in quintiles 4 and 5 had a statistically significant increase in severe morbidity. The relative risk remained 1.5 even after adjustment for the known risk factors found in the analysis: age>70 years, ASA score, urgency, and laparotomy. CONCLUSIONS The EDI represents an independent risk factor for severe morbidity after carcinologic colorectal resection. This study suggests that the determinants of health are multidimensional and do not depend solely on the quality and performance of the care system. The inclusion of this index in our surgical databases is therefore necessary, as is its use in health policy for the distribution of resources.
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Affiliation(s)
- A Alves
- Service de chirurgie digestive CHU Caen, registre des tumeurs digestive du calvados, Inserm U1086 ANTICIPE, 14000 Caen, France
| | - A Civet
- Quinten-France, 8, rue Vernier, 75017 Paris, France
| | - A Laurent
- AP-HP, groupe hospitalier Henri-Mondor, service de chirurgie digestive et hépatobiliaire, 94000 Créteil, France
| | - Y Parc
- AP-HP, service de chirurgie generale et digestive, hôpital Saint-Antoine, Sorbonne Université, 184 rue du Faubourg Saint-Antoine, 75012 Paris, France
| | - C Penna
- AP-HP, service de chirurgie digestive, hôpital Bicètre, Le Kremlin-Bicètre, France, Université Paris Sud, Orsay, 94270 Le Kremlin-Bicètre, France
| | - S Msika
- AP-HP, service de chirurgie digestive, oeso-gastrique et bariatrique. CHU Bichat, HUPNVS Université Paris Diderot, PRES Sorbonne Paris Cité, 46, rue Henri Huchard, 75018 Paris, France
| | - M Hirsch
- AP-HP, Avenue Victoria, 75004 Paris, France
| | - M Pocard
- AP-HP, service de chirurgie digestive et cancérologique, hôpital Lariboisière, université de Paris, Unité Inserm U1275 CAP Paris-Tech, Carcinose péritoine Paris technologiques, 2, rue Ambroise-Paré, 75010 Paris, France.
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