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Park YMM, Amick BC, McElfish PA, Brown CC, Schootman M, Narcisse MR, Lee SS, Choi YJ, Han K. Income Dynamics and Risk of Colorectal Cancer in Individuals With Type 2 Diabetes: A Nationwide Population-based Cohort Study. J Epidemiol 2025; 35:30-38. [PMID: 38972733 PMCID: PMC11637811 DOI: 10.2188/jea.je20230310] [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: 11/13/2023] [Accepted: 05/24/2024] [Indexed: 07/09/2024] Open
Abstract
BACKGROUND Individuals with type 2 diabetes mellitus (T2DM) have increased colorectal cancer (CRC) risk, but it is unknown whether income dynamics are associated with CRC risk in these individuals. We examined whether persistent low- or high-income and income changes are associated with CRC risk in non-elderly adults with T2DM. METHODS Using nationally representative data from the Korean Health Insurance Service database, 1,909,492 adults aged 30 to 64 years with T2DM and no history of cancer were included between 2009 and 2012 (median follow-up of 7.8 years). We determined income levels based on health insurance premiums and assessed annual income quartiles for the baseline year and the four preceding years. Hazard ratios (HRs) and 95% confidence intervals (CIs) were estimated after adjusting for sociodemographic factors, CRC risk factors, and diabetes duration and treatment. RESULTS Persistent low income (ie, lowest income quartile) was associated with increased CRC risk (HR5 years vs 0 years 1.11; 95% CI, 1.04-1.18; P for trend = 0.004). Income declines (ie, a decrease ≥25% in income quantile) were also associated with increased CRC risk (HR≥2 vs 0 declines 1.10; 95% CI, 1.05-1.16; P for trend = 0.001). In contrast, persistent high income (ie, highest income quartile) was associated with decreased CRC risk (HR5 years vs 0 years 0.81; 95% CI, 0.73-0.89; P for trend < 0.0001), which was more pronounced for rectal cancer (HR 0.64; 95% CI, 0.53-0.78) and distal colon cancer (HR 0.70; 95% CI, 0.57-0.86). CONCLUSION Our findings underscore the need for increased public policy awareness of the association between income dynamics and CRC risk in adults with T2DM.
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Affiliation(s)
- Yong-Moon Mark Park
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, USA
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Benjamin C. Amick
- Department of Epidemiology, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, USA
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Pearl A. McElfish
- Department of Internal Medicine, College of Medicine, University of Arkansas for Medical Sciences Northwest, Springdale, AR, USA
| | - Clare C. Brown
- Department of Health Policy and Management, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Mario Schootman
- Winthrop P. Rockefeller Cancer Institute, University of Arkansas for Medical Sciences, Little Rock, AR, USA
- Department of Internal Medicine, College of Medicine, University of Arkansas for Medical Sciences Northwest, Springdale, AR, USA
| | - Marie-Rachelle Narcisse
- Department of Internal Medicine, College of Medicine, University of Arkansas for Medical Sciences Northwest, Springdale, AR, USA
- Department of Psychiatry and Human Behavior, Warren Alpert School of Medicine, Brown University, Providence, RI, USA
| | - Seong-Su Lee
- Division of Endocrinology and Metabolism, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Yoon Jin Choi
- Department of Gastroenterology, National Cancer Center, Goyang, South Korea
| | - Kyungdo Han
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, South Korea
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Hamm A, Karayeva E, Oliveira ML, Kahouadji N, Grippo P, Wolf PG, Mutlu E, Tussing-Humphreys L, Kim SJ. Neighborhood homicide rate and odds of colorectal adenoma among adult patients seeking colonoscopy. JNCI Cancer Spectr 2024; 8:pkae110. [PMID: 39471492 PMCID: PMC11643352 DOI: 10.1093/jncics/pkae110] [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: 05/22/2024] [Revised: 09/11/2024] [Accepted: 10/24/2024] [Indexed: 11/01/2024] Open
Abstract
BACKGROUND Chronic exposure to ambient stressors, including neighborhood crime, may have a detrimental impact on the body's stress response system with implications for colorectal carcinogenesis. METHODS We examined associations between the mean neighborhood homicide rates from 2000 and 2018 and diagnosis of colorectal adenoma among patients at the University of Illinois Health and Hospital System in Chicago, Illinois, between 2015 and 2018. RESULTS Of the 5225 patients who underwent colonoscopy and were included in the analytic dataset, 60% had colorectal adenoma. Older age, male sex, and higher body mass index (BMI) were associated with greater odds of colorectal adenoma. The neighborhood homicide rate was associated with identifying as Black and Hispanic and higher BMI. A mediation analysis showed that the neighborhood homicide rate effects on colorectal adenoma were mediated through BMI. CONCLUSIONS The study concluded that older age, male sex, and higher BMI increases the odds of colorectal adenoma, with neighborhood homicide rate indirectly influencing this risk through its association with BMI, particularly among Black and Hispanic individuals.
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Affiliation(s)
- Alyshia Hamm
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago, Chicago, IL 60612, United States
| | - Evgenia Karayeva
- Division of Epidemiology and Biostatistics, School of Public Health, University of Illinois Chicago, Chicago, IL 60612, United States
| | - Manoela Lima Oliveira
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago, Chicago, IL 60612, United States
- Institute for Health and Research Policy, University of Illinois Chicago, Chicago, IL 60608, United States
| | - Nabil Kahouadji
- Department of Mathematics, Northeastern Illinois University, Chicago, IL 60625, United States
| | - Paul Grippo
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Illinois Chicago, Chicago, IL 60612, United States
- University of Illinois Cancer Center, University of Illinois Chicago, Chicago, IL 60612, United States
| | - Patricia G Wolf
- Department of Nutrition Science, Purdue University, West Lafayette, IN 47907, United States
| | - Ece Mutlu
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Illinois Chicago, Chicago, IL 60612, United States
- University of Illinois Cancer Center, University of Illinois Chicago, Chicago, IL 60612, United States
| | - Lisa Tussing-Humphreys
- Department of Kinesiology and Nutrition, College of Applied Health Sciences, University of Illinois Chicago, Chicago, IL 60612, United States
- University of Illinois Cancer Center, University of Illinois Chicago, Chicago, IL 60612, United States
| | - Sage J Kim
- University of Illinois Cancer Center, University of Illinois Chicago, Chicago, IL 60612, United States
- Division of Health Policy and Administration, School of Public Health, University of Illinois Chicago, Chicago, IL 60612, United States
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Jalili F, Hajizadeh M, Mehrabani S, Ghoreishy SM, MacIsaac F. The association between neighborhood socioeconomic status and the risk of incidence and mortality of colorectal cancer: A systematic review and meta-analysis of 1,678,582 participants. Cancer Epidemiol 2024; 91:102598. [PMID: 38878681 DOI: 10.1016/j.canep.2024.102598] [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: 01/27/2024] [Revised: 06/01/2024] [Accepted: 06/05/2024] [Indexed: 07/16/2024]
Abstract
OBJECTIVES We conducted a systematic review and meta-analysis to evaluate the association between neighborhood socioeconomic status (n-SES) and the risk of incidence and mortality in colorectal cancer (CRC). SETTING A comprehensive literature search was performed using PubMed/MEDLINE, ISI Web of Science and Scopus without any limitation until October 11, 2023. Inclusion criteria consisted of observational studies in adult subjects (≥18 years) which provided data on the association between n-SES and CRC-related incidence and mortality. Relative risk (RR) and 95 % confidence interval (CI) were pooled by employing a random-effects model. We employed validated methods to assess study quality and publication bias, utilizing the Newcastle-Ottawa Scale for quality evaluation, subgroup analysis to find possible sources of heterogeneity, Egger's regression asymmetry and Begg's rank correlation tests for bias detection and sensitivity analysis. RESULTS Finally, 24 studies (21 cohorts and 3 cross-sectional studies) from seven different countries with 1678,582 participants were included. The analysis suggested that a significant association between lower n-SES and an increased incidence of CRC (RR=1.11; 95 % CI: 1.08, 1.14; I2=64.4 %; p<0.001; n=46). The analysis also indicated a significant association between lower n-SES and an increased risk of mortality of CRC (RR=1.21; 95 % CI: 1.16, 1.26; I2=76.4 %; p<0.001; n=23). Furthermore, subgroup analysis revealed that there was a significant association between lower n-SES and an increased risk of incidence of CRC in colon location (RR=1.06; 95 % CI: 1.02, 1.10; I2=0.0 %; p=0.001; n=8), but not rectal location. In addition, subgroup analysis for covariates adjustment suggested that body mass index, smoking, physical activity, alcohol intake, or sex adjustment may influence the relationship between n-SES and the risk of incidence and mortality in CRC. CONCLUSION Lower n-SES was found to be a contributing factor to increased incidence and mortality rates associated with CRC, highlighting the substantial negative impacts of lower n-SES on cancer susceptibility and health outcomes.
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Affiliation(s)
- Faramarz Jalili
- School of Health Administration, Faculty of Health, Dalhousie University, Halifax, NS, Canada.
| | - Mohammad Hajizadeh
- School of Health Administration, Faculty of Health, Dalhousie University, Halifax, NS, Canada
| | - Sanaz Mehrabani
- Nutrition and Food Security Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Seyed Mojtaba Ghoreishy
- Department of Nutrition, School of Public Health, Iran University of Medical Sciences, Tehran, Iran; Student Research Committee, School of Public Health, Iran University of Medical Sciences, Tehran, Iran
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Sun X, Chen Z, Cooper GS, Berger NA, Coulton C, Li L. Risk prediction of advanced colorectal neoplasia varies by race and neighbourhood socioeconomic status. Fam Med Community Health 2024; 12:e002892. [PMID: 39574362 PMCID: PMC11141178 DOI: 10.1136/fmch-2024-002892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2024] Open
Abstract
OBJECTIVE Neighbourhood deprivation increases the risk of colorectal neoplasia and contributes to racial disparities observed in this disease. Developing race-specific advanced colorectal neoplasia (ACN) prediction models that include neighbourhood socioeconomic status has the potential to improve the accuracy of prediction. METHODS The study includes 1457 European Americans (EAs) and 936 African Americans (AAs) aged 50-80 years undergoing screening colonoscopy. Race-specific ACN risk prediction models were developed for EAs and AAs, respectively. Area Deprivation Index (ADI), derived from 17 variables of neighbourhood socioeconomic status, was evaluated by adding it to the ACN risk prediction models. Prediction accuracy was evaluated by concordance statistic (C-statistic) for discrimination and Hosmer-Lemeshow goodness-of-fit test for calibration. RESULTS With fewer predictors, the EA-specific and AA-specific prediction models had better prediction accuracy in the corresponding race/ethnic subpopulation than the overall model. Compared with the overall model which had poor calibration (P Calibration=0.053 in the whole population and P Calibration=0.011 in AAs), the EA model had C-statistic of 0.655 (95% CI 0.594 to 0.717) and P Calibration=0.663; and the AA model had C-statistic of 0.637 ((95% CI 0.572 to 0.702) and P Calibration=0.810. ADI was a significant predictor of ACN in EAs (OR=1.24 ((95% CI 1.03 to 1.50), P=0.029), but not in AAs (OR=1.07 ((95% CI 0.89 to 1.28), P=0.487). Adding ADI to the EA-specific ACN prediction model substantially improved ACN calibration accuracy of the prediction across area deprivation groups (P Calibration=0.924 with ADI vs P Calibration=0.140 without ADI) in EAs. CONCLUSIONS Neighbourhood socioeconomic status is an important factor to consider in ACN risk prediction modeling. Moreover, non-race-specific prediction models have poor generalisability. Race-specific prediction models incorporating neighbourhood socioeconomic factors are needed to improve ACN prediction accuracy.
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Affiliation(s)
- Xiangqing Sun
- Department of Family Medicine, University of Virginia, Charlottesville, Virginia, USA
| | - Zhengyi Chen
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA
| | - Gregory S Cooper
- University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Nathan A Berger
- University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
- Case Comprehensive Cancer Center, Cleveland, Ohio, USA
| | - Claudia Coulton
- Jack, Joseph and Morton Mandel School of Applied Social Sciences, Case Western Reserve University, Cleveland, Ohio, USA
| | - Li Li
- Department of Family Medicine, University of Virginia, Charlottesville, Virginia, USA
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Teo SM, Segurado R, Mehegan J, Douglass A, Murrin CM, Cronin M, Kelleher CC, McAuliffe FM, Phillips CM. Sociodemographic factor associations with maternal and placental outcomes: A cluster and partial least squares regression analysis. Placenta 2024; 150:62-71. [PMID: 38593637 DOI: 10.1016/j.placenta.2024.04.001] [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: 10/18/2023] [Revised: 03/19/2024] [Accepted: 04/01/2024] [Indexed: 04/11/2024]
Abstract
INTRODUCTION Maternal social disadvantage adversely affects maternal and offspring health, with limited research on placental outcomes. Therefore, we examined maternal sociodemographic factor associations with placental and birth outcomes in general (Lifeways Cross-Generation Cohort) and at-risk (PEARS Study of mothers with overweight or obesity) populations of pregnant women. METHODS TwoStep cluster analysis profiled Lifeways mothers (n = 250) based on their age, parity, marital status, household income, private healthcare insurance, homeowner status, and education. Differences in placental and birth outcomes (untrimmed placental weight (PW), birthweight (BW) and BW:PW ratio) between clusters were assessed using one-way ANOVA and chi-square tests. Partial least squares regression analysed individual effects of sociodemographic factors on placental and birth outcomes in Lifeways and PEARS mothers (n = 461). RESULTS Clusters were classified as "Married Homeowners" (n = 140, 56 %), "Highest Income" (n = 58, 23.2 %) and "Renters" (n = 52, 20.8 %) in the Lifeways Cohort. Renters were younger, more likely to smoke, have a means-tested medical card and more pro-inflammatory diets compared to other clusters (p < 0.01). Compared to Married Homeowners, renters' offspring had lower BW (-259.26 g, p < 0.01), shorter birth length (-1.31 cm, p < 0.01) and smaller head circumference (-0.59 cm, p = 0.02). PLS regression analyses identified nulliparity as having the greatest negative effect on PW (Lifeways and PEARS) while being a homeowner had the greatest positive effect on PW (Lifeways). CONCLUSION Certain combinations of sociodemographic factors (particularly homeownership) were associated with less favourable lifestyle factors, and with birth, but not placental outcomes. When explored individually, parity contributed to the prediction of placental and birth outcomes in both cohorts of pregnant women.
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Affiliation(s)
- Shevaun M Teo
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin 4, Ireland.
| | - Ricardo Segurado
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin 4, Ireland.
| | - John Mehegan
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin 4, Ireland.
| | - Alexander Douglass
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin 4, Ireland.
| | - Celine M Murrin
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin 4, Ireland.
| | - Martina Cronin
- National Maternity Hospital, Holles Street, Dublin, Ireland.
| | - Cecily C Kelleher
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin 4, Ireland.
| | - Fionnuala M McAuliffe
- UCD Perinatal Research Centre, School of Medicine, National Maternity Hospital, University College Dublin, Dublin, Ireland.
| | - Catherine M Phillips
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin 4, Ireland.
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Pichardo CM, Ezeani A, Pichardo MS, Agurs‐Collins T, Powell‐Wiley TM, Ryan B, Minas TZ, Bailey‐Whyte M, Tang W, Dorsey TH, Wooten W, Loffredo CA, Ambs S. Association of neighborhood gentrification with prostate cancer and immune markers in African American and European American men. Cancer Med 2024; 13:e6828. [PMID: 38151903 PMCID: PMC10807554 DOI: 10.1002/cam4.6828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 10/11/2023] [Accepted: 10/24/2023] [Indexed: 12/29/2023] Open
Abstract
BACKGROUND Prior studies showed that neighborhood deprivation increases the risk of lethal prostate cancer. However, the role of neighborhood gentrification in prostate cancer development and outcome remains poorly understood. We examined the relationships of gentrification with prostate cancer and serum proteome-defined inflammation and immune function in a diverse cohort. METHODS The case-control study included 769 cases [405 African American (AA), 364 European American (EA) men] and 1023 controls (479 AA and 544 EA), with 219 all-cause and 59 prostate cancer-specific deaths among cases. Geocodes were linked to a neighborhood gentrification index (NGI) derived from US Census data. Cox and logistic regression, and MANOVA, were used to determine associations between NGI, as continuous or quintiles (Q), and outcomes. RESULTS Adjusting for individual socioeconomic status (SES), continuous NGI was positively associated with prostate cancer among all men (odds ratio [OR] 1.07, 95% confidence interval [CI] 1.01-1.14). AA and low-income men experienced the highest odds of prostate cancer when residing in tracts with moderate gentrification, whereas EA men experienced reduced odds of regional/metastatic cancer with increased gentrification in SES-adjusted analyses. Continuous NGI also associated with mortality among men presenting with localized disease and low-income men in SES-adjusted Cox regression analyses. NGI was not associated with serum proteome-defined chemotaxis, inflammation, and tumor immunity suppression. CONCLUSIONS Findings show that neighborhood gentrification associates with prostate cancer and mortality in this diverse population albeit associations were heterogenous within subgroups. The observations suggest that changing neighborhood socioeconomic environments may affect prostate cancer risk and outcome, likely through multifactorial mechanisms.
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Affiliation(s)
| | - Adaora Ezeani
- Division of Cancer Control and Population Sciences, NCINIHRockvilleMarylandUSA
| | - Margaret S. Pichardo
- Department of Surgery, Hospital of the University of PennsylvaniaPenn MedicinePhiladelphiaPennsylvaniaUSA
| | - Tanya Agurs‐Collins
- Division of Cancer Control and Population Sciences, NCINIHRockvilleMarylandUSA
| | - Tiffany M. Powell‐Wiley
- Social Determinants of Obesity and Cardiovascular Risk Laboratory, Cardiovascular Branch, Division of Intramural Research, National Heart, Lung, and Blood Institute (NHLBI)National Institutes of HealthBethesdaMarylandUSA
- Intramural Research Program, National Institute on Minority Health and Health Disparities (NIMHD)National Institutes of HealthBethesdaMarylandUSA
| | - Brid Ryan
- Laboratory of Human Carcinogenesis, National Cancer Institute (NCI)National Institutes of Health (NIH)BethesdaMarylandUSA
| | - Tsion Zewdu Minas
- Laboratory of Human Carcinogenesis, National Cancer Institute (NCI)National Institutes of Health (NIH)BethesdaMarylandUSA
| | - Maeve Bailey‐Whyte
- Laboratory of Human Carcinogenesis, National Cancer Institute (NCI)National Institutes of Health (NIH)BethesdaMarylandUSA
- School of MedicineUniversity of LimerickLimerickIreland
| | - Wei Tang
- Laboratory of Human Carcinogenesis, National Cancer Institute (NCI)National Institutes of Health (NIH)BethesdaMarylandUSA
- Data Science & Artificial Intelligence, R&DAstraZenecaGaithersburgMarylandUSA
| | - Tiffany H. Dorsey
- Laboratory of Human Carcinogenesis, National Cancer Institute (NCI)National Institutes of Health (NIH)BethesdaMarylandUSA
| | - William Wooten
- University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center Biostatistics Shared ServiceBaltimoreMarylandUSA
| | - Christopher A. Loffredo
- Cancer Prevention and Control Program, Lombardi Comprehensive Cancer CenterGeorgetown University Medical CenterWashingtonDistrict of ColumbiaUSA
| | - Stefan Ambs
- Laboratory of Human Carcinogenesis, National Cancer Institute (NCI)National Institutes of Health (NIH)BethesdaMarylandUSA
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Gomes V, Wiese D, Stroup A, Henry KA. Ethnic enclaves and colon cancer stage at diagnosis among New Jersey Hispanics. Soc Sci Med 2023; 328:115977. [PMID: 37301107 DOI: 10.1016/j.socscimed.2023.115977] [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: 11/17/2022] [Revised: 05/08/2023] [Accepted: 05/18/2023] [Indexed: 06/12/2023]
Abstract
Ethnic enclaves are neighborhoods with high concentrations of individuals of the same ethnic origin. Researchers have hypothesized that residence in ethnic enclaves may contribute to cancer outcomes through detrimental or protective pathways. A limitation of previous work, however, is their cross-sectional approach whereby an individual's residence at the time of diagnosis was used to capture residence in an ethnic enclave at a single point in time. This study addresses this limitation by adopting a longitudinal approach to investigating the association between the duration of residence in an ethnic enclave and the colon cancer (CC) stage at diagnosis. Colon cancer incidence cases diagnosed between 2006 and 2014, for Hispanics aged 18 years and older from the New Jersey State Cancer Registry (NJSCR) were linked to residential histories obtained from a commercial database LexisNexis, Inc. We examined associations between residence in an enclave and stage at diagnosis using binary and multinomial logistic regression, adjusted for age, sex, primary payer, and marital status. Among the 1076 Hispanics diagnosed with invasive colon cancer in New Jersey from 2006 to 2014, 48.4% lived in a Hispanic enclave at the time of diagnosis. Over the ten years preceding CC diagnosis, 32.6% lived in an enclave for the entire period. We found that Hispanics living in an ethnic enclave at diagnosis had significantly lower odds of distant-stage CC than Hispanics not living in an enclave at the time of diagnosis. Additionally, we found a significant association between living in an enclave for an extended period (e.g., over ten years) and lower odds of being diagnosed with distant stage CC. Integrating residential histories opens research possibilities to examine how minorities' residential mobility and residence in enclaves affect cancer diagnosis over time.
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Affiliation(s)
- Veronica Gomes
- Temple University, Department of Geography, Philadelphia, PA, USA
| | - Daniel Wiese
- Department of Surveillance and Health Equity Science, American Cancer Society, Atlanta, GA, USA
| | - Antoinette Stroup
- New Jersey State Cancer Registry, Trenton, NJ, USA; Rutgers Cancer Institute of New Jersey, Rutgers University School of Public Health, New Brunswick, NJ, USA
| | - Kevin A Henry
- Temple University, Department of Geography, Philadelphia, PA, USA; Division of Cancer Prevention and Control, Fox Chase Cancer Center, Philadelphia, PA, USA.
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Bonner S, Ibrahim AM, Kunnath N, Dimick JB, Nathan H. Neighborhood Deprivation, Hospital Quality, and Mortality After Cancer Surgery. Ann Surg 2023; 277:73-78. [PMID: 36120854 PMCID: PMC9974548 DOI: 10.1097/sla.0000000000005712] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To evaluate if receipt of complex cancer surgery at high-quality hospitals is associated with a reduction in disparities between individuals living in the most and least deprived neighborhoods. BACKGROUND The association between social risk factors and worse surgical outcomes for patients undergoing high-risk cancer operations is well documented. To what extent neighborhood socioeconomic deprivation as an isolated social risk factor known to be associated with worse outcomes can be mitigated by hospital quality is less known. METHODS Using 100% Medicare fee-for-service claims, we analyzed data on 212,962 Medicare beneficiaries more than age 65 undergoing liver resection, rectal resection, lung resection, esophagectomy, and pancreaticoduodenectomy for cancer between 2014 and 2018. Clinical risk-adjusted 30-day postoperative mortality rates were used to stratify hospitals into quintiles of quality. Beneficiaries were stratified into quintiles based on census tract Area Deprivation Index. The association of hospital quality and neighborhood deprivation with 30-day mortality was assessed using logistic regression. RESULTS There were 212,962 patients in the cohort including 109,419 (51.4%) men with a mean (SD) age of 73.8 (5.9) years old. At low-quality hospitals, patients living in the most deprived areas had significantly higher risk-adjusted mortality than those from the least deprived areas for all procedures; esophagectomy: 22.3% versus 20.7%; P <0.003, liver resection 19.3% versus 16.4%; P <0.001, pancreatic resection 15.9% versus 12.9%; P <0.001, lung resection 8.3% versus 7.8%; P <0.001, rectal resection 8.8% versus 8.1%; P <0.001. Surgery at a high-quality hospitals was associated with no significant differences in mortality between individuals living in the most compared with least deprived neighborhoods for esophagectomy, rectal resection, liver resection, and pancreatectomy. For example, the adjusted odds of mortality between individuals living in the most deprived compared with least deprived neighborhoods following esophagectomy at low-quality hospitals (odds ratio=1.22, 95% CI: 1.14-1.31, P <0.001) was higher than at high-quality hospitals (odds ratio=0.98, 95% CI: 0.94-1.02, P =0.03). CONCLUSION AND RELEVANCE Receipt of complex cancer surgery at a high-quality hospital was associated with no significant differences in mortality between individuals living in the most deprived neighborhoods compared with least deprived. Initiatives to increase access referrals to high-quality hospitals for patients from high deprivation levels may improve outcomes and contribute to mitigating disparities.
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Affiliation(s)
- Sidra Bonner
- Department of Surgery, University of Michigan, Ann Arbor, MI
- Center for Health Outcomes and Policy, University of Michigan, Ann Arbor, MI
- National Clinician Scholars Program, University of Michigan, Ann Arbor, MI
| | - Andrew M. Ibrahim
- Department of Surgery, University of Michigan, Ann Arbor, MI
- Center for Health Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Nick Kunnath
- Center for Health Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Justin B. Dimick
- Department of Surgery, University of Michigan, Ann Arbor, MI
- Center for Health Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Hari Nathan
- Department of Surgery, University of Michigan, Ann Arbor, MI
- Center for Health Outcomes and Policy, University of Michigan, Ann Arbor, MI
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Xiao Q, Myott E, Schlundt DG, Stancil W. Association of Neighborhood Economic Trajectories With Changes in Weight Status Among Black and White Adults in the Southeastern US. JAMA Netw Open 2022; 5:e2230697. [PMID: 36074463 PMCID: PMC9459659 DOI: 10.1001/jamanetworkopen.2022.30697] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
IMPORTANCE Neighborhood environment is an important factor associated with population disparities in obesity. However, few studies have examined whether and in what ways long-term trajectories of neighborhood conditions may be associated with weight outcomes. Moreover, there is a lack of research focusing on multidimensional and nuanced measures that make distinctions between multiple types of neighborhood change (eg, gentrification vs overall growth). OBJECTIVE To examine the association between long-term neighborhood economic trajectories and changes in weight status among Black and White adults residing in predominantly low-income communities in the southeastern US. DESIGN, SETTING, AND PARTICIPANTS This study was a longitudinal analysis of participants in the Southern Community Cohort Study. Five types of neighborhood economic trajectories (stability, growth, displacement, abandonment, and poverty concentration) were measured using data from the US Census and the American Community Survey from 2000 to 2016. Data were analyzed from December 12, 2021, to July 16, 2022. A total of 33 621 Black and White adults in the southeastern US were included in the analytic sample. EXPOSURE Neighborhood economic trajectory. MAIN OUTCOMES AND MEASURES Substantial weight gain and substantial weight loss (ie, gaining or losing ≥10% of baseline weight) between baseline (March 2002 to September 2009) and follow-up (November 2008 to January 2013) periods were assessed using self-reported information. RESULTS Among 33 621 participants, the mean (SD) age was 53.4 (8.8) years; 22 116 participants (65.8%) were women, 21 782 (64.8%) were Black, and 11 839 (35.2%) were White. Compared with residents in neighborhoods with stable trajectories, those in neighborhoods with growth trajectories that did not displace original residents were less likely to experience substantial weight gain (odds ratio [OR], 0.75; 95% CI, 0.58-0.97), whereas those in neighborhoods with poverty concentration trajectories were more likely to experience substantial weight gain (OR, 1.08; 95% CI, 1.00-1.17). These patterns appeared stronger among Black participants (eg, substantial weight gain in poverty concentration group: OR, 1.10 [95% CI, 1.00-1.22]; in growth group: OR, 0.76 [95% CI, 0.56-1.02]) compared with White participants (eg, substantial weight gain in poverty concentration group: OR, 1.03 [95% CI, 0.90-1.18]; in growth group: OR, 0.84 [95% CI, 0.52-1.36]). Differences in patterns were also observed among men (eg, substantial weight gain in poverty concentration group: OR, 1.02 [95% CI, 0.88-1.17]; in growth group: OR, 0.58 [95% CI, 0.35-0.96]) compared with women (eg, substantial weight gain in poverty concentration group: OR, 1.12 [95% CI, 1.02-1.23]; in growth group: OR, 0.83 [95% CI, 0.62-1.12]). However, none of the interaction terms between Black vs White participants and men vs women were statistically significant. Neighborhood trajectory was not associated with substantial weight loss (poverty concentration group: OR, 1.00 [95% CI, 0.93-1.09]; abandonment group: OR, 1.01 [95% CI, 0.84-1.15]; displacement group: OR, 1.04 [95% CI, 0.83-1.23]; growth group: OR, 0.88 [95% CI, 0.69-1.12]). CONCLUSIONS AND RELEVANCE In this cohort study, neighborhood economic trajectories were associated with weight gain. These findings highlight the importance of using more nuanced and multidimensional measures of neighborhood change in public health research.
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Affiliation(s)
- Qian Xiao
- Department of Epidemiology, Human Genetics, and Environmental Sciences, University of Texas Health Science Center at Houston School of Public Health, Houston
| | - Eric Myott
- Institute on Metropolitan Opportunity, University of Minnesota, Minneapolis
| | - David G. Schlundt
- Department of Psychology, Vanderbilt University, Nashville, Tennessee
| | - William Stancil
- Institute on Metropolitan Opportunity, University of Minnesota, Minneapolis
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Khodayari Moez E, Maximova K, Sim S, Senthilselvan A, Pabayo R. Developing a Socioeconomic Status Index for Chronic Disease Prevention Research in Canada. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:7800. [PMID: 35805461 PMCID: PMC9265839 DOI: 10.3390/ijerph19137800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 06/22/2022] [Accepted: 06/23/2022] [Indexed: 01/27/2023]
Abstract
Capturing socioeconomic inequalities in relation to chronic disease is challenging since socioeconomic status (SES) encompasses many aspects. We constructed a comprehensive individual-level SES index based on a broad set of social and demographic indicators (gender, education, income adequacy, occupational prestige, employment status) and examined its relationship with smoking, a leading chronic disease risk factor. Analyses were based on baseline data from 17,371 participants of Alberta’s Tomorrow Project (ATP), a prospective cohort of adults aged 35−69 years with no prior personal history of cancer. To construct the SES index, we used principal component analysis (PCA) and to illustrate its utility, we examined the association with smoking intensity and smoking history using multiple regression models, adjusted for age and gender. Two components were retained from PCA, which explained 61% of the variation. The SES index was best aligned with educational attainment and occupational prestige, and to a lesser extent, with income adequacy. In the multiple regression analysis, the SES index was negatively associated with smoking intensity (p < 0.001). Study findings highlight the potential of using individual-level SES indices constructed from a broad set of social and demographic indicators in epidemiological research.
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Affiliation(s)
- Elham Khodayari Moez
- School of Public Health, University of Alberta, 3-300 ECHA, 11405 87 Avenue, Edmonton, AB T6G 1C9, Canada; (E.K.M.); (S.S.); (A.S.); (R.P.)
| | - Katerina Maximova
- MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, 209 Victoria St, Toronto, ON M5B 1T8, Canada
- Dalla Lana School of Public Health, University of Toronto, 155 College St Room 500, Toronto, ON M5T 3M7, Canada
| | - Shannon Sim
- School of Public Health, University of Alberta, 3-300 ECHA, 11405 87 Avenue, Edmonton, AB T6G 1C9, Canada; (E.K.M.); (S.S.); (A.S.); (R.P.)
| | - Ambikaipakan Senthilselvan
- School of Public Health, University of Alberta, 3-300 ECHA, 11405 87 Avenue, Edmonton, AB T6G 1C9, Canada; (E.K.M.); (S.S.); (A.S.); (R.P.)
| | - Roman Pabayo
- School of Public Health, University of Alberta, 3-300 ECHA, 11405 87 Avenue, Edmonton, AB T6G 1C9, Canada; (E.K.M.); (S.S.); (A.S.); (R.P.)
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11
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Candipan J, Riley AR, Easley JA. While Some Things Change, Do Others Stay the Same? The Heterogeneity of Neighborhood Health Returns to Gentrification. HOUSING POLICY DEBATE 2022; 33:129-163. [PMID: 39130778 PMCID: PMC11315458 DOI: 10.1080/10511482.2022.2076715] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Revised: 03/13/2022] [Accepted: 05/06/2022] [Indexed: 08/13/2024]
Abstract
Gentrification is associated with decreases in neighborhood poverty and crime, increases in amenities and services, among other benefits-all identified as structural determinants of health. However, gentrification is also associated with population-level replacement of the existing community, or threats thereof. Combining census data from the ten largest MSAs in the U.S. with tract-level estimates from the CDC-PLACES Project from 2013-14 to 2017-18, we explore how the changing socioeconomic conditions in gentrifying neighborhoods correlate with changes in neighborhood health. We find significant differences between gentrifying and non-gentrifying neighborhoods in their associations with neighborhood health. The sociodemographic changes occurring in gentrifying neighborhoods generally correspond with simultaneous decreases in aggregate health risk behaviors and negative health outcomes. However, these changes are heterogeneous and complex. Whether and how neighborhood health changes alongside other components of neighborhood change depends on whether gentrification occurs in majority Black, Hispanic, or White neighborhoods. Our findings provide preliminary evidence that the changes accompanying gentrification extend to neighborhood health, but the direction of influence varies by neighborhood composition, type of sociodemographic change, specific health outcome, and spatial spillover. We discuss theoretical implications for future work addressing the mechanisms driving changes in neighborhood health, and potential approaches that differentiate policy responses.
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12
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Syed Soffian SS, Mohammed Nawi A, Hod R, Abdul Manaf MR, Chan HK, Abu Hassan MR. Disparities in Recommendations for Colorectal Cancer Screening Among Average-Risk Individuals: An Ecobiosocial Approach. Risk Manag Healthc Policy 2022; 15:1025-1043. [PMID: 35599752 PMCID: PMC9115807 DOI: 10.2147/rmhp.s359450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 05/01/2022] [Indexed: 12/09/2022] Open
Abstract
Regardless of the high global burden of colorectal cancer (CRC), the uptake of CRC screening varies across countries. This systematic review aimed to provide a picture of the disparities in recommendations for CRC screening in average-risk individuals using an ecobiosocial approach. It was reported according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. The literature search was conducted through Scopus, Web of Science, PubMed, and EBSCOHost. Full-text guidelines which were published between 2011 and 2021, along with guidelines which provided recommendations on CRC screening in average-risk individuals, were included in the review. However, guidelines focusing only on a single screening modality were excluded. Fourteen guidelines fulfilling the eligibility criteria were retained for the final review and analysis. Quality assessment of each guideline was performed using the AGREE II instrument. Disparities in guidelines identified in this review were classified into ecological (screening modalities and strategies), biological (recommended age, gender and ethnicities), and social (smoking history, socioeconomic status, and behavior) factors. In general, unstandardized practices in CRC screening for average-risk individuals are likely attributable to the inconsistent and non-specific recommendations in the literature. This review calls on stakeholders and policymakers to review the existing colorectal cancer screening practices and pursue standardization.
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Affiliation(s)
| | - Azmawati Mohammed Nawi
- Department of Community Health, Faculty of Medicine, Universiti Kebangsaan Malaysia, Kuala Lumpur, 56000, Malaysia
| | - Rozita Hod
- Department of Community Health, Faculty of Medicine, Universiti Kebangsaan Malaysia, Kuala Lumpur, 56000, Malaysia
| | - Mohd Rizal Abdul Manaf
- Department of Community Health, Faculty of Medicine, Universiti Kebangsaan Malaysia, Kuala Lumpur, 56000, Malaysia
| | - Huan-Keat Chan
- Clinical Research Center, Sultanah Bahiyah Hospital, Alor Setar, 05400, Kedah, Malaysia
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Sorice KA, Fang CY, Wiese D, Ortiz A, Chen Y, Henry KA, Lynch SM. Systematic review of neighborhood socioeconomic indices studied across the cancer control continuum. Cancer Med 2022; 11:2125-2144. [PMID: 35166051 PMCID: PMC9119356 DOI: 10.1002/cam4.4601] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Revised: 12/03/2021] [Accepted: 12/28/2021] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND There is extensive interest in understanding how neighborhood socioeconomic status (nSES) may affect cancer incidence or survival. However, variability regarding items included and approaches used to form a composite nSES index presents challenges in summarizing overall associations with cancer. Given recent calls for standardized measures of neighborhood sociodemographic effects in cancer disparity research, the objective of this systematic review was to identify and compare existing nSES indices studied across the cancer continuum (incidence, screening, diagnosis, treatment, survival/mortality) and summarize associations by race/ethnicity and cancer site to inform future cancer disparity studies. METHODS Using PRISMA guidelines, peer-reviewed articles published between 2010 and 2019 containing keywords related to nSES and cancer were identified in PubMed. RESULTS Twenty-four nSES indices were identified from 75 studies. In general, findings indicated a significant association between nSES and cancer outcomes (n = 64/75 studies; 85.33%), with 42/64 (65.63%) adjusting for highly-correlated individual SES factors (e.g., education). However, the direction of association differed by cancer site, race/ethnicity, and nSES index. CONCLUSIONS This review highlights several methodologic and conceptual issues surrounding nSES measurement and potential associations with cancer disparities. Recommendations pertaining to the selection of nSES measures are provided, which may help inform disparity-related disease processes and improve the identification of vulnerable populations in need of intervention.
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Affiliation(s)
- Kristen A. Sorice
- Cancer Prevention and ControlFox Chase Cancer CenterPhiladelphiaPAUSA
| | - Carolyn Y. Fang
- Cancer Prevention and ControlFox Chase Cancer CenterPhiladelphiaPAUSA
| | - Daniel Wiese
- Geography and Urban StudiesTemple UniversityPhiladelphiaPAUSA
| | - Angel Ortiz
- Cancer Prevention and ControlFox Chase Cancer CenterPhiladelphiaPAUSA
| | - Yuku Chen
- Cancer Prevention and ControlFox Chase Cancer CenterPhiladelphiaPAUSA
| | - Kevin A. Henry
- Geography and Urban StudiesTemple UniversityPhiladelphiaPAUSA
| | - Shannon M. Lynch
- Cancer Prevention and ControlFox Chase Cancer CenterPhiladelphiaPAUSA
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14
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Wiese D, Lynch SM, Stroup AM, Maiti A, Harris G, Vucetic S, Henry KA. Examining socio-spatial mobility patterns among colon cancer patients after diagnosis. SSM Popul Health 2022; 17:101023. [PMID: 35097183 PMCID: PMC8783098 DOI: 10.1016/j.ssmph.2022.101023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 12/23/2021] [Accepted: 01/04/2022] [Indexed: 11/06/2022] Open
Abstract
Given the growing number of cancer survivors, it is important to better understand socio-spatial mobility patterns of cancer patients after diagnosis that could have public health implications regarding post-diagnostic access to care for treatment and follow-up surveillance. In this exploratory study, residential histories from LexisNexis were linked to New Jersey colon cancer cases diagnosed from 2006 to 2011 to examine differences in socio-spatial mobility patterns after diagnosis by stage at cancer diagnosis, sex, and race/ethnicity. For the colon cancer cases, we summarized and compared the number of residences and changes in the residential census tract and neighborhood poverty after the diagnosis. We found only minor changes in neighborhood poverty among the cases during the follow-up period after diagnosis. During the follow-up period of up to 10 years after diagnosis, 67% of the patients did not move to a different residential census tract, and 10.8% moved from New Jersey to another state. Cases that moved to a different census tract changed after diagnosis were generally less wealthy than non-movers, but the destination of relocation varied by race/ethnicity and socioeconomic status. We also found a significant association between residential mobility and stage at diagnosis, whereby patients diagnosed with colon cancer at an early stage were more likely to be movers. This study contributes to understanding of the socio-spatial mobility patterns in colon cancer patients and may help to inform cancer research by summarizing the extent to which colon cancer patients move after diagnosis. Post-diagnosis socio-spatial mobility is relatively low among colon cancer patients. Post-diagnosis, ∼67% of all colon cancer patients in NJ did not change residence. Movers spent more time living in high-poverty neighborhoods than non-movers. Approximately 10% of all patients left New Jersey for other states. Geographic destinations vary by race/ethnicity and socioeconomic status.
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15
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Trajectories of middle-aged and elderly people's chronic diseases Disability Adjusted Life Years (DALYs): cohort, socio-economic status and gender disparities. Int J Equity Health 2021; 20:179. [PMID: 34344369 PMCID: PMC8335861 DOI: 10.1186/s12939-021-01517-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 07/17/2021] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND The accelerated aging trend brought great chronic diseases burdens. Disabled Adjusted Life Years (DALYs) is a novel way to measure the chronic diseases burden. This study aimed to explore the cohort, socioeconomic status (SES), and gender disparities of the DALYs trajectories. METHODS A total of 15,062 participants (55,740 observations) comes from China Health and Retirement Longitudinal Study (CHARLS) from 2011 to 2018. Mixed growth curve model was adopted to predict the DALYS trajectories in 45-90 years old people influenced by different birth cohorts and SES. RESULTS We find significant cohort, SES (resident place, education level and income) disparities differences in the chronic diseases DALYs. For individuals of earlier cohort, DALYs are developed in a late age but grow fast with age but reversed for most recent cohorts. Living in urban, having higher SES level will decrease the growth rate with age, but converges for most recent cohorts. Meanwhile, DALYs disparities of resident place and education level show gender differentials that those for female are narrowed across cohort but for male are not. CONCLUSIONS The cohort effects on chronic diseases DALYs are accumulated with China's unique social, and political settings. There are large inequalities in early experiences, SES and DALYs. Efforts of reducing these inequalities must focus on the lower SES individuals and those living in rural areas, which greatly benefit individuals from recent cohorts.
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Decker KM, Lambert P, Bravo J, Demers A, Singh H. Time Trends in Colorectal Cancer Incidence Rates by Income and Age at Diagnosis in Canada From 1992 to 2016. JAMA Netw Open 2021; 4:e2117556. [PMID: 34279645 PMCID: PMC8290311 DOI: 10.1001/jamanetworkopen.2021.17556] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
IMPORTANCE Colorectal cancer (CRC) incidence rates among individuals younger than 50 years have been increasing in many countries, including Canada. Whether changes in CRC incidence rates over time are uniform across income and age groups remains unknown. OBJECTIVE To examine time trends in CRC incidence rates in Canada by area-level average household income by age group from 1992 to 2016. DESIGN, SETTING, AND PARTICIPANTS A population-based, retrospective cohort study was conducted including individuals aged 20 years or older diagnosed with CRC in Canada (excluding Québec) from 1992 to 2016. Data analysis was performed from February 27 to September 28, 2020. EXPOSURES Average household income was determined by linking an individual's postal code at diagnosis from the Canadian Cancer Registry to Canadian Census data. Average household income was then categorized into quintiles from Q1, the lowest income group, to Q5, the highest income group. MAIN OUTCOMES AND MEASURES Canadian Cancer Registry data were used to determine CRC incidence rates from 1992 to 2016. RESULTS There were 340 790 cases of CRC diagnosed from 1992 to 2016; 11 790 cases (3.5%) were diagnosed in individuals aged 20 to 44 years. Colorectal cancer incidence rates for individuals aged 20 to 44 years increased for all income quintiles, with higher incidence rates in the lower income quintiles. The ratio between the maximum and minimum CRC incidence rates was highest among the 20- to 29-year age group from 1992 to 1996 (ratio, 2.67; 95% CI, 1.47-4.83) and 2012 to 2016 (ratio, 2.00; 95% CI, 1.29-3.10). For individuals aged 45 to 49 years, CRC incidence rates increased only for individuals in the lower income quintiles (eg, incidence in Q1, 1992-1996 vs 2012-2016: 4.54 per 100 000 [95% CI, 4.05-5.03] vs 5.37 per 100 000 [95% CI, 4.91-5.83]), with higher incidence rates in the high income quintiles (eg, incidence rate for Q5 in 1992-1996: 5.92 per 100 000 [95% CI, 5.36-6.48]). For those aged 50 to 54 years, CRC incidence rates were stable for all income quintiles, with less variability between income quintiles. For individuals aged 55 to 74 years, CRC incidence rates were stable or decreased for all income quintiles (eg, incidence rate for age 55-59 years in Q5, 1992-1992 vs 2012-2016: 17.97 per 100 000 [95% CI, 16.76-19.18] vs 14.56 per 100 000 [95% CI, 13.80-15.32]), and there was less variability in the rates by income quintile, particularly from 2012 to 2016. After age 75 years, CRC incidence rates were stable or decreased (eg, incidence rate for age 75-79 years, 1992-1996 vs 2012-2016: 66.43 per 100 000 [65.00-67.87] vs 57.34 per 100 000 [56.24-58.45]), were highest for the lower income quintiles, and variability between income quintiles increased relative to younger age groups. CONCLUSIONS AND RELEVANCE In this cohort study, trends in CRC incidence rates in Canada differed by age group and income quintile. These results suggest that, although population-based screening can reduce income disparities, targeted interventions and further research are needed to address the increasing CRC incidence rate among younger individuals in Canada, particularly in the lower income quintiles.
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Affiliation(s)
- Kathleen M. Decker
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
- CancerCare Manitoba Research Institute, CancerCare Manitoba, Winnipeg, Manitoba, Canada
- Department of Epidemiology and Cancer Registry, CancerCare Manitoba, Winnipeg, Manitoba, Canada
| | - Pascal Lambert
- CancerCare Manitoba Research Institute, CancerCare Manitoba, Winnipeg, Manitoba, Canada
- Department of Epidemiology and Cancer Registry, CancerCare Manitoba, Winnipeg, Manitoba, Canada
| | - Jen Bravo
- Department of Epidemiology and Cancer Registry, CancerCare Manitoba, Winnipeg, Manitoba, Canada
| | - Alain Demers
- Public Health Agency of Canada, Ottawa, Ontario, Canada
| | - Harminder Singh
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
- CancerCare Manitoba Research Institute, CancerCare Manitoba, Winnipeg, Manitoba, Canada
- Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
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Socioeconomic Disparities in Colon Cancer Survival: Revisiting Neighborhood Poverty Using Residential Histories. Epidemiology 2021; 31:728-735. [PMID: 32459665 DOI: 10.1097/ede.0000000000001216] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Residential histories linked to cancer registry data provide new opportunities to examine cancer outcomes by neighborhood socioeconomic status (SES). We examined differences in regional stage colon cancer survival estimates comparing models using a single neighborhood SES at diagnosis to models using neighborhood SES from residential histories. METHODS We linked regional stage colon cancers from the New Jersey State Cancer Registry diagnosed from 2006 to 2011 to LexisNexis administrative data to obtain residential histories. We defined neighborhood SES as census tract poverty based on location at diagnosis and across the follow-up period through 31 December 2016 based on residential histories (average, time-weighted average, time-varying). Using Cox proportional hazards regression, we estimated associations between colon cancer and census tract poverty measurements (continuous and categorical), adjusted for age, sex, race/ethnicity, regional substage, and mover status. RESULTS Sixty-five percent of the sample was nonmovers (one census tract); 35% (movers) changed tract at least once. Cases from tracts with >20% poverty changed residential tracts more often (42%) than cases from tracts with <5% poverty (32%). Hazard ratios (HRs) were generally similar in strength and direction across census tract poverty measurements. In time-varying models, cases in the highest poverty category (>20%) had a 30% higher risk of regional stage colon cancer death than cases in the lowest category (<5%) (95% confidence interval [CI] = 1.04, 1.63). CONCLUSION Residential changes after regional stage colon cancer diagnosis may be associated with a higher risk of colon cancer death among cases in high-poverty areas. This has important implications for postdiagnostic access to care for treatment and follow-up surveillance. See video abstract: http://links.lww.com/EDE/B705.
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Montiel Ishino FA, Odame EA, Villalobos K, Liu X, Salmeron B, Mamudu H, Williams F. A National Study of Colorectal Cancer Survivorship Disparities: A Latent Class Analysis Using SEER (Surveillance, Epidemiology, and End Results) Registries. Front Public Health 2021; 9:628022. [PMID: 33718323 PMCID: PMC7946972 DOI: 10.3389/fpubh.2021.628022] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 01/27/2021] [Indexed: 01/05/2023] Open
Abstract
Introduction: Long-standing disparities in colorectal cancer (CRC) outcomes and survival between Whites and Blacks have been observed. A person-centered approach using latent class analysis (LCA) is a novel methodology to assess and address CRC health disparities. LCA can overcome statistical challenges from subgroup analyses that would normally impede variable-centered analyses like regression. Aim was to identify risk profiles and differences in malignant CRC survivorship outcomes. Methods: We conducted an LCA on the Surveillance, Epidemiology, and End Results data from 1975 to 2016 for adults ≥18 (N = 525,245). Sociodemographics used were age, sex/gender, marital status, race, and ethnicity (Hispanic/Latinos) and stage at diagnosis. To select the best fitting model, we employed a comparative approach comparing sample-size adjusted BIC and entropy; which indicates a good separation of classes. Results: A four-class solution with an entropy of 0.72 was identified as: lowest survivorship, medium-low, medium-high, and highest survivorship. The lowest survivorship class (26% of sample) with a mean survival rate of 53 months had the highest conditional probabilities of being 76-85 years-old at diagnosis, female, widowed, and non-Hispanic White, with a high likelihood with localized staging. The highest survivorship class (53% of sample) with a mean survival rate of 92 months had the highest likelihood of being married, male with localized staging, and a high likelihood of being non-Hispanic White. Conclusion: The use of a person-centered measure with population-based cancer registries data can help better detect cancer risk subgroups that may otherwise be overlooked.
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Affiliation(s)
- Francisco A. Montiel Ishino
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, Bethesda, MD, United States
| | - Emmanuel A. Odame
- Department of Environmental Health Sciences, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Kevin Villalobos
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, Bethesda, MD, United States
| | - Xiaohui Liu
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, Bethesda, MD, United States
| | - Bonita Salmeron
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, Bethesda, MD, United States
| | - Hadii Mamudu
- Department of Health Services Management and Policy, College of Public Health, East Tennessee State University, Johnson City, TN, United States
| | - Faustine Williams
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, Bethesda, MD, United States
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Hu JM, Lee CC, Lin TC, Chung CH, Chen CY, Chang PK, Hsiao CW, Sun CA, Tzeng NS, Chien WC. Risk of Colorectal Cancer in Patients With Attention-Deficit Hyperactivity Disorder: A Nationwide, Population-Based Cohort Study. Front Psychiatry 2021; 12:537137. [PMID: 33613335 PMCID: PMC7892783 DOI: 10.3389/fpsyt.2021.537137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2020] [Accepted: 01/11/2021] [Indexed: 11/23/2022] Open
Abstract
Background: The association between attention-deficit hypersensitivity disorder (ADHD) and the risk of developing colorectal cancer (CRC) is, as yet, to be investigated, and thus, we have conducted this nationwide, cohort study to examine the association in patients from Taiwan. Methods: In this study, 798 individuals with newly diagnosed ADHD and 2,394 (1:3) age-, gender-, and index year- matched controls without ADHD were enrolled, between 2000 and 2013, from the Longitudinal Health Insurance Database, a subset of the National Health Insurance Research Database in Taiwan. The cumulative incidence of CRC was assessed in each cohort by the Kaplan-Meier method. The multivariate Cox proportional hazards model was used to estimate the crude, and the adjusted hazards ratios (HRs) with 95% confidence intervals (CIs), was conducted to estimate the association between ADHD and CRC. Results: The Kaplan-Meier analysis revealed that the cumulative incidence of CRC was significantly higher in patients with ADHD than in those without it (log rank test, p < 0.001). After adjustments for age, gender, comorbidities, and other covariates, the ADHD group was associated with an increased risk of CRC in comparison to the non-ADHD group (adjusted HR = 3.458, 95% CI = 1.640-7.293, p < 0.001). In addition, the usage of methylphenidate was not associated with the risk of developing CRC in patients with ADHD. Conclusion: This retrospective cohort study depicts the evidence that ADHD was associated with the increased risk of CRC. Further studies are needed to confirm the association and the underlying mechanisms.
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Affiliation(s)
- Je-Ming Hu
- Division of Colorectal Surgery, Department of surgery, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan.,Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei, Taiwan.,Medical Informatics Office, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Chia-Cheng Lee
- Division of Colorectal Surgery, Department of surgery, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan.,Medical Informatics Office, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan.,Artificial Intelligence Center, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Tzu-Chiao Lin
- Division of Colorectal Surgery, Department of surgery, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan
| | - Chi-Hsiang Chung
- School of Public Health, National Defense Medical Center, Taipei, Taiwan.,Department of Medical Research, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan.,Taiwanese Injury Prevention and Safety Promotion Association, Taipei, Taiwan
| | - Chao-Yang Chen
- Division of Colorectal Surgery, Department of surgery, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan
| | - Pi-Kai Chang
- Division of Colorectal Surgery, Department of surgery, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan
| | - Cheng-Wen Hsiao
- Division of Colorectal Surgery, Department of surgery, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan
| | - Chien-An Sun
- Big Data Research Center, College of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan.,Department of Public Health, College of Medicine, Fu-Jen Catholic University, New Taipei City, Taiwan
| | - Nian-Sheng Tzeng
- Department of Psychiatry, Tri-Service General Hospital, School of Medicine, National Defense Medical Center, Taipei, Taiwan.,Student Counseling Center, National Defense Medical Center, Taipei, Taiwan
| | - Wu-Chien Chien
- School of Public Health, National Defense Medical Center, Taipei, Taiwan.,Department of Medical Research, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan.,Taiwanese Injury Prevention and Safety Promotion Association, Taipei, Taiwan.,Graduate Institute of Life Sciences, National Defense Medical Center, Taipei, Taiwan
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20
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Wiese D, Stroup AM, Maiti A, Harris G, Lynch SM, Vucetic S, Henry KA. Residential Mobility and Geospatial Disparities in Colon Cancer Survival. Cancer Epidemiol Biomarkers Prev 2020; 29:2119-2125. [PMID: 32759382 DOI: 10.1158/1055-9965.epi-20-0772] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 06/24/2020] [Accepted: 07/29/2020] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Identifying geospatial cancer survival disparities is critical to focus interventions and prioritize efforts with limited resources. Incorporating residential mobility into spatial models may result in different geographic patterns of survival compared with the standard approach using a single location based on the patient's residence at the time of diagnosis. METHODS Data on 3,949 regional-stage colon cancer cases diagnosed from 2006 to 2011 and followed until December 31, 2016, were obtained from the New Jersey State Cancer Registry. Geographic disparity based on the spatial variance and effect sizes from a Bayesian spatial model using residence at diagnosis was compared with a time-varying spatial model using residential histories [adjusted for sex, gender, substage, race/ethnicity, and census tract (CT) poverty]. Geographic estimates of risk of colon cancer death were mapped. RESULTS Most patients (65%) remained at the same residence, 22% changed CT, and 12% moved out of state. The time-varying model produced a wider range of adjusted risk of colon cancer death (0.85-1.20 vs. 0.94-1.11) and resulted in greater geographic disparity statewide after adjustment (25.5% vs. 14.2%) compared with the model with only the residence at diagnosis. CONCLUSIONS Including residential mobility may allow for more precise estimates of spatial risk of death. Results based on the traditional approach using only residence at diagnosis were not substantially different for regional stage colon cancer in New Jersey. IMPACT Including residential histories opens up new avenues of inquiry to better understand the complex relationships between people and places, and the effect of residential mobility on cancer outcomes.See related commentary by Williams, p. 2107.
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Affiliation(s)
- Daniel Wiese
- Department of Geography and Urban Studies, Temple University, Philadelphia, Pennsylvania.
| | - Antoinette M Stroup
- New Jersey Department of Health, New Jersey State Cancer Registry, Trenton, New Jersey.,Rutgers Cancer Institute of New Jersey and Rutgers School of Public Health, Rutgers University, New Brunswick, New Jersey
| | - Aniruddha Maiti
- Department of Computer and Information Sciences, Temple University, Philadelphia, Pennsylvania
| | - Gerald Harris
- New Jersey Department of Health, New Jersey State Cancer Registry, Trenton, New Jersey
| | - Shannon M Lynch
- Division of Cancer Prevention and Control, Fox Chase Cancer Center, Philadelphia, Pennsylvania
| | - Slobodan Vucetic
- Department of Computer and Information Sciences, Temple University, Philadelphia, Pennsylvania
| | - Kevin A Henry
- Department of Geography and Urban Studies, Temple University, Philadelphia, Pennsylvania.,Division of Cancer Prevention and Control, Fox Chase Cancer Center, Philadelphia, Pennsylvania
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21
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Oh DL, Santiago-Rodríguez EJ, Canchola AJ, Ellis L, Tao L, Gomez SL. Changes in Colorectal Cancer 5-Year Survival Disparities in California, 1997-2014. Cancer Epidemiol Biomarkers Prev 2020; 29:1154-1161. [PMID: 32371552 DOI: 10.1158/1055-9965.epi-19-1544] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Revised: 02/10/2020] [Accepted: 03/27/2020] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Colorectal cancer incidence and mortality have declined with increased screening and scientific advances in treatment. However, improvement in colorectal cancer outcomes has not been equal for all groups and disparities have persisted over time. METHODS Data from the California Cancer Registry were used to estimate changes in 5-year colorectal cancer-specific survival over three diagnostic time periods: 1997-2002, 2003-2008, and 2009-2014. Analyses included all patients in California with colorectal cancer as a first primary malignancy. Multivariable Cox proportional hazard regression models were used to evaluate the effect of race/ethnicity, insurance status, and neighborhood socioeconomic status (nSES) on 5-year colorectal cancer-specific survival. RESULTS On the basis of a population-based sample of 197,060 colorectal cancer cases, racial/ethnic survival disparities decreased over time among non-Hispanic Blacks (NHB) compared with non-Hispanic Whites (NHW), after adjusting for demographic, clinical, and treatment characteristics. For cases diagnosed 1997-2002, colorectal cancer-specific hazard rates were higher for NHB [HR, 1.12; 95% confidence interval (CI), 1.06-1.19] and lower for Asians/Pacific Islanders (HR, 0.92; 95% CI, 0.87-0.96) and Hispanics (HR, 0.94; 95% CI, 0.90-0.99) compared with NHW. In 2009-2014, colorectal cancer-specific HR for NHB was not significantly different to the rate observed for NHW (HR, 1.03; 95% CI, 0.97-1.10). There were no changes in disparities in nSES, but increasing disparities by health insurance status. CONCLUSIONS We found a decrease in survival disparities over time by race/ethnicity, but a persistence of disparities by neighborhood socioeconomic status and health insurance status. IMPACT Further investigation into the drivers for these disparities can help direct policy and practice toward health equity for all groups.
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Affiliation(s)
- Debora L Oh
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California. .,Greater Bay Area Cancer Registry, University of California, San Francisco, San Francisco, California
| | - Eduardo J Santiago-Rodríguez
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California
| | - Alison J Canchola
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California.,Greater Bay Area Cancer Registry, University of California, San Francisco, San Francisco, California
| | - Libby Ellis
- London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Li Tao
- Greater Bay Area Cancer Registry, University of California, San Francisco, San Francisco, California
| | - Scarlett L Gomez
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California.,Greater Bay Area Cancer Registry, University of California, San Francisco, San Francisco, California
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22
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Shvetsov YB, Shariff-Marco S, Yang J, Conroy SM, Canchola AJ, Albright CL, Park SY, Monroe KR, Le Marchand L, Gomez SL, Wilkens LR, Cheng I. Association of change in the neighborhood obesogenic environment with colorectal cancer risk: The Multiethnic Cohort Study. SSM Popul Health 2020; 10:100532. [PMID: 31909167 PMCID: PMC6940713 DOI: 10.1016/j.ssmph.2019.100532] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2019] [Revised: 12/11/2019] [Accepted: 12/19/2019] [Indexed: 12/13/2022] Open
Abstract
Background Neighborhood environment has been associated with health behaviors. Despite the evidence of the influence of neighborhood social and physical factors on cancer risk, no research has evaluated whether changes in the neighborhood obesogenic environment, either by physical moves to different neighborhoods or experiencing neighborhood redevelopment or neglect, affect cancer risk. Methods The association of change in neighborhood environment attributes (socioeconomic status, population density, restaurant and retail food environments, numbers of recreational facilities and businesses, commute patterns, traffic density, and street connectivity) with colorectal cancer (CRC) risk was examined among 95,472 Los Angeles, CA, Multiethnic Cohort participants, including 2295 invasive CRC cases diagnosed between 1993 and 2010 using Cox proportional hazards regression, adjusting for age, race/ethnicity, other risk factors including BMI and physical activity, and baseline levels of neighborhood attributes. Stratified analyses were conducted by racial/ethnic group and moving status. Results 40% of participants moved (changed physical residence) during follow-up. Across all races/ethnicities, upward change in population density was statistically significantly associated with higher CRC risk among male and female non-movers (HR: 1.35 and 1.41, respectively). The same association was also observed separately among female African American and Japanese American non-movers, male Latino non-movers, female African American and male White movers. Downward change in population density was significantly related to higher CRC risk among female non-movers (HR: 1.33). Downward change in traffic density was associated with lower CRC risk among male non-movers but with higher CRC risk among female movers (HR: 0.66 and 1.43, respectively). Downward changes in street connectivity or the number of recreational facilities were associated with higher CRC risk (HR: 1.34 and 1.54, respectively). Upward change in the number of recreational facilities was associated with lower CRC risk among female non-movers (HR: 0.70). Changes in the other neighborhood attributes did not exhibit significant associations with CRC risk within more than one racial/ethnic group. Conclusion Changes over time in neighborhood attributes have an effect on the risk of colorectal cancer, which is separate from the baseline levels of the same attributes and individual-level risk factors, and differs between sexes, movers and non-movers and across racial/ethnic groups. A person's neighborhood environment can change due to physical moves or neighborhood redevelopment. Association of change in neighborhood environment with colorectal cancer risk was examined. The California part of the Multiethnic Cohort was used for the analysis. Upward change in population density was associated with higher colorectal cancer risk among non-movers.
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Affiliation(s)
| | - Salma Shariff-Marco
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - Juan Yang
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - Shannon M Conroy
- Department of Public Health Sciences, School of Medicine, University of California, Davis, Davis, CA, USA
| | - Alison J Canchola
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - Cheryl L Albright
- University of Hawaii Cancer Center, Honolulu, HI, USA.,University of Hawaii at Manoa, School of Nursing and Dental Hygiene, Honolulu, HI, USA
| | - Song-Yi Park
- University of Hawaii Cancer Center, Honolulu, HI, USA
| | | | | | - Scarlett Lin Gomez
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | | | - Iona Cheng
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
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