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Pedersen DC, Bjerregaard LG, Dybkær K, Jacobsen RK, Longmore DK, Burgner D, Baker JL, Aarestrup J. Associations between hospitalized infections in the first 24 months of life and risk of cancer in early-mid adulthood. Cancer Epidemiol 2025; 97:102835. [PMID: 40334334 DOI: 10.1016/j.canep.2025.102835] [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: 02/17/2025] [Revised: 04/30/2025] [Accepted: 05/03/2025] [Indexed: 05/09/2025]
Abstract
BACKGROUND It is increasingly recognized that early life factors play a role in the rising prevalence of cancer in young adult life. Acute childhood infections may protect against development of cancer, but evidence is limited. We investigated whether infection-related hospital contacts during the first 24 months of life were associated with the risk of cancer in early-mid adult life in a large population-based Danish cohort. METHODS We included 68,538 individuals (33,569; 49.0 % women) born 1977-1996 from the Copenhagen School Health Records Register. Using individual-level linkage to national registries, we obtained information on infection-related hospital contacts between birth and 24 months and early-onset cancer (diagnosed 15-45 years). Hazard ratios (HR) and 95 % confidence intervals (CI) were estimated using Cox regressions adjusted for maternal education. RESULTS From birth to 24 months of life, 14,718 individuals (21.5 %) had at least one infection-related hospital contact. During follow-up, 788 individuals were diagnosed with cancer. Compared to individuals who did not have an infection-related hospital contact, those who had a least one had a lower risk of early-mid adulthood cancer (HR=0.82, 95 % CI: 0.68-0.98). We found limited evidence of a dose-response inverse effect of infection-related hospital contacts on cancer risk. CONCLUSION Infection-related hospital contacts during the first 24 months of life was associated with a reduced risk of cancer in early-mid adult life. Replication in other populations is warranted and mechanistic studies are needed to understand the biological mechanisms underlying these epidemiological observations.
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Affiliation(s)
- Dorthe C Pedersen
- Center for Clinical Research and Prevention, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Lise G Bjerregaard
- Center for Clinical Research and Prevention, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Karen Dybkær
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark; Department of Hematology, Clinical Cancer Research Center, Aalborg University Hospital, Aalborg, Denmark
| | - Rikke K Jacobsen
- Center for Clinical Research and Prevention, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Danielle K Longmore
- Infection, Immunity & Global Health Theme, Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, Victoria, Australia; Department of Paediatrics, The University of Melbourne, Parkville, Victoria, Australia
| | - David Burgner
- Infection, Immunity & Global Health Theme, Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, Victoria, Australia; Department of Paediatrics, The University of Melbourne, Parkville, Victoria, Australia
| | - Jennifer L Baker
- Center for Clinical Research and Prevention, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Julie Aarestrup
- Center for Clinical Research and Prevention, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark.
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He Q, Sun M, Sun N, Han Q, Shen Y, Li L. Polysocial risk score, lifestyle, genetic factors and risk of incident lung cancer. Public Health 2025; 242:50-57. [PMID: 40024208 DOI: 10.1016/j.puhe.2025.02.024] [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: 10/28/2024] [Revised: 01/24/2025] [Accepted: 02/17/2025] [Indexed: 03/04/2025]
Abstract
OBJECTIVES Lung cancer (LC) is the most frequently diagnosed cancer globally; however, the role of social risk factors in its development is not well understood. While previous studies have identified various lifestyle and genetic factors contributing to LC, the interplay between these elements and broader social determinants of health is still unclear. In this study, we aimed to construct a polysocial risk score (PsRS) that captures the multifaceted nature of social environment risk exposure and its relationship with incident LC, and to explore whether the effect of PsRS is influenced by lifestyle behaviours and heritable risk. STUDY DESIGN Cohort study. METHODS In the UK Biobank cohort, 349,553 participants without previous a cancer diagnosis were recruited. For PsRS construction, 12 social determinants of health were calculated across three domains consistently associated with incident LC. Cox models were used to estimate the association between PsRS and incident LC. Healthy lifestyle and LC genetic risk scores were constructed to evaluate whether lifestyle behaviours and genetic susceptibility modified the effect of PsRS on LC incidence. Mediation analysis was used to estimate whether a healthy lifestyle mediates the effect of PsRS' on LC incidence. RESULTS Compared with participants with low PsRS (≤3), the fully adjusted hazard ratio (HR) (95 % CI) for high PsRS (≥7) in developing LC was 2.75 (2.43-3.12). We observed an additive interaction between PsRS and lifestyle. The proportion of mediation effect of lifestyle in the association between PsRS and LC was 6.41 % (95 % CI: 5.74-7.08 %). Individuals with high PsRS and genetic risk had a 4.63-fold higher risk of incident LC. CONCLUSION A high PsRS is associated with a higher risk of LC, and lifestyle influences this association. High heritable susceptibility and unfavourable social vulnerability may synergistically contribute to higher LC incidence.
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Affiliation(s)
- Qida He
- Department of Infectious Diseases and Public Health, City University of Hong Kong, Hong Kong SAR, 999077, China; Department of Epidemiology and Biostatistics, School of Public Health, Medical College of Soochow University, 199 Renai Road, Suzhou City, Jiangsu Province, China
| | - Mengtong Sun
- Department of Data Science, City University of Hong Kong, Hong Kong SAR, 999077, China; Department of Epidemiology and Biostatistics, School of Public Health, Medical College of Soochow University, 199 Renai Road, Suzhou City, Jiangsu Province, China
| | - Na Sun
- Department of Health Statistics, School of Public Health, Shandong Second Medical University, Weifang, Shandong, 261053, China
| | - Qiang Han
- Department of Epidemiology and Biostatistics, School of Public Health, Medical College of Soochow University, 199 Renai Road, Suzhou City, Jiangsu Province, China
| | - Yueping Shen
- Department of Epidemiology and Biostatistics, School of Public Health, Medical College of Soochow University, 199 Renai Road, Suzhou City, Jiangsu Province, China.
| | - Linyan Li
- Department of Infectious Diseases and Public Health, City University of Hong Kong, Hong Kong SAR, 999077, China; Department of Data Science, City University of Hong Kong, Hong Kong SAR, 999077, China.
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3
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Wang X, Zhang S, Zhao Y, Meng S, Wang J, Wu Z, Ni J. Individual and joint associations of socioeconomic inequalities and unhealthy lifestyle with incident gastric cancer: A prospective cohort study. Public Health 2025; 243:105730. [PMID: 40286771 DOI: 10.1016/j.puhe.2025.105730] [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: 11/28/2024] [Revised: 03/29/2025] [Accepted: 04/10/2025] [Indexed: 04/29/2025]
Abstract
OBJECTIVES Gastric cancer (GC) remains a significant public health challenge, with accumulating evidence indicating an association between socioeconomic status (SES) and GC risk. This study aimed to examine the independent and synergistic effects of SES and lifestyle on GC incidence within a large prospective cohort. STUDY DESIGN Prospective cohort study. METHODS Data were analysed from 349,908 UK Biobank participants using latent class analysis to determine SES (household income, education, employment). Lifestyle was assessed based on smoking status, alcohol consumption, physical activity, body mass index and diet. Multivariable Cox regression tested associations between SES, lifestyle and GC, with mediation and interaction analyses used to explore their relationships. RESULTS SES was significantly associated with GC risk (hazard ratio [HR] = 1.35, 95 % confidence interval [CI], 1.20-1.52). An unhealthy lifestyle was also linked to increased GC risk (HR = 1.48, 95 % CI, 1.30-1.68). Individuals with low SES and an unhealthy lifestyle had a 195 % higher risk of GC compared to those with high SES and a healthy lifestyle (HR = 2.95, 95 % CI, 2.11-4.11). Mediation analysis indicated that 5.26 % of the SES-GC risk association was mediated by lifestyle factors. No significant interaction between SES and lifestyle was observed. CONCLUSIONS Low SES was related to an increased risk of GC, some of which may be mediated by unhealthy lifestyle. Public health initiatives should focus on addressing socioeconomic disparities and improving lifestyle factors to reduce GC incidence.
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Affiliation(s)
- Xiang Wang
- Department of Epidemiology and Biostatistics, Center for Big Data and Population Health of IHM, School of Public Health, Anhui Medical University, Hefei, China; Chaohu Hospital of Anhui Medical University, Hefei, China; Department of Clinical Medicine, The Second School of Clinical Medicine, Anhui Medical University, Hefei, China
| | - Shangxin Zhang
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Yuqiang Zhao
- Department of Epidemiology and Biostatistics, Center for Big Data and Population Health of IHM, School of Public Health, Anhui Medical University, Hefei, China; Chaohu Hospital of Anhui Medical University, Hefei, China
| | - Shiyin Meng
- Department of Epidemiology and Biostatistics, Center for Big Data and Population Health of IHM, School of Public Health, Anhui Medical University, Hefei, China; Chaohu Hospital of Anhui Medical University, Hefei, China
| | - Jing Wang
- Department of Epidemiology and Biostatistics, Center for Big Data and Population Health of IHM, School of Public Health, Anhui Medical University, Hefei, China; Chaohu Hospital of Anhui Medical University, Hefei, China
| | - Zhuoyi Wu
- Department of Epidemiology and Biostatistics, Center for Big Data and Population Health of IHM, School of Public Health, Anhui Medical University, Hefei, China; Chaohu Hospital of Anhui Medical University, Hefei, China
| | - Jing Ni
- Department of Epidemiology and Biostatistics, Center for Big Data and Population Health of IHM, School of Public Health, Anhui Medical University, Hefei, China; Chaohu Hospital of Anhui Medical University, Hefei, China.
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Zhang J, Ma X, Liu Z, Wang H, Lu B, Wang Z. Exploring the Impact of Neuroticism on Lung Cancer Risk: Insights From Mediated Mendelian Randomization. Brain Behav 2025; 15:e70482. [PMID: 40259690 PMCID: PMC12012258 DOI: 10.1002/brb3.70482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2025] [Revised: 03/18/2025] [Accepted: 03/25/2025] [Indexed: 04/23/2025] Open
Abstract
OBJECTIVE This study aimed to explore the potential association between neuroticism and lung cancer. METHODS We conducted analyses on publicly accessible aggregated data from genome-wide association studies (GWAS) that included individuals of European descent. The objective was to identify single nucleotide polymorphisms (SNPs) significantly associated with neuroticism and utilize them as instrumental variables in a two-sample Mendelian randomization framework to evaluate the gender-specific causal link between neuroticism and lung cancer risk. We applied four statistical methods: Inverse variance weighting (IVW), weighted median, MR-Egger regression, and weighted mode. Our analysis also considered the mediating effect of educational attainment on this relationship. RESULTS We selected 67 SNPs associated with neuroticism at genome-wide significance levels from GWAS datasets. Our primary findings using IVW suggest a notable increase in lung cancer risk associated with neuroticism across the general population (odds ratio [OR] = 1.175; 95% confidence interval [CI] 1.020-1.354, p = 0.026). Gender-specific analysis revealed that neuroticism posed a slight but significant risk increase in men (OR = 1.006; 95% CI 1.000-1.012, p = 0.045) and women (OR = 1.005; 95% CI 1.002-1.009, p = 0.002), with findings corroborated by the additional statistical methods. Further, evidence from both observational and Mendelian randomization analyses suggests that genetically predicted neuroticism is causally associated with a modestly increased risk of incident lung cancer, with ∼17% of this effect mediated by educational attainment. CONCLUSIONS The results from this Mendelian randomization study provide robust evidence supporting a potential association between neuroticism and an increased risk of lung cancer. This association appears more pronounced in men than women. Additionally, educational level serves as a mediator in the nexus between these conditions, suggesting that interventions aimed at increasing educational attainment might mitigate some of the risk neuroticism poses for developing lung cancer.
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Affiliation(s)
- Jie Zhang
- Department of OncologyThe Second Affiliated Hospital of Nanjing Medical UniversityNanjingChina
| | - Xiao Ma
- Department of OncologyThe Second Affiliated Hospital of Nanjing Medical UniversityNanjingChina
| | - Zhiyu Liu
- Department of OncologyThe Second Affiliated Hospital of Nanjing Medical UniversityNanjingChina
| | - He Wang
- Department of OncologySir Run Run HospitalNanjing Medical UniversityNanjingChina
| | - Binbin Lu
- Department of OncologyThe Second Affiliated Hospital of Nanjing Medical UniversityNanjingChina
| | - Zhaoxia Wang
- Department of OncologyThe Second Affiliated Hospital of Nanjing Medical UniversityNanjingChina
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Saha S, Sultana S, Rahmat R, Akther T, Nessa A, Jahan M. Patterns of Different Cervical Cytokine Expression in High-Risk Human Papillomavirus-Infected Patients With Cervical Cancer and Its Precancerous Lesions. Clin Med Insights Oncol 2025; 19:11795549251316767. [PMID: 40144778 PMCID: PMC11938483 DOI: 10.1177/11795549251316767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Accepted: 01/14/2025] [Indexed: 03/28/2025] Open
Abstract
Background Cervical cancer is the second most common cancer in Bangladesh and is primarily caused by persistent high-risk human papillomavirus (HR-HPV) infection. Several risk factors, including immunological, genetic, environmental, and viral factors, may contribute to the development of cervical cancer. Moreover, a disruption in an otherwise delicate balance between immune response and cytokine production may lead to diseased states. Henceforth, this study aimed to determine and compare selected cytokines, including interleukin-6 (IL-6), interleukin-1 beta (IL-1β), tumor necrosis factor-alpha (TNF-α), interferon-gamma (INF-γ), interleukin-10 (IL-10), GM-CSF, interleukin-8 (IL-8), and MCP-1 among HR-HPV-infected patients with cervical cancer, precancer individuals, and healthy participants to test the propensity of these cytokines to serve as predictive biomarkers for the detection of cervical cancer during its early stages. Methods A cross-sectional study was conducted on female patients visiting two referral hospitals in Bangladesh from September to November 2022. Among them, 80 women were enrolled in the study as patients with cervical cancer and precancerous lesions along with HPV DNA-negative healthy individuals. The selected cytokines in the cervical swab were estimated by flow cytometry. Result Cervical cancer and precancer were primarily detected in patients aged above 40 years (73.3% and 46.7% of the patients in the respective groups). Other significant risk factors, including poor educational, socioeconomic status and nutritional conditions, age of first coitus, multiparity, and tobacco and betel nut consumption, were found significant for the development of cervical cancer and precancer (P < .05). The levels of IL-6, IL-1β, IL-10, IL-8, and MCP-1 were substantially elevated in patients with cancer than in patients with precancer and healthy individuals (P < .001). Moreover, the levels of IL-6, IL-1β, IL-10, and IL-8 were also significantly increased in patients with precancer than in healthy individuals (P < .05). Conclusions Thus, IL-6, IL-1β, IL-10, IL-8, and MCP-1 can be used as potential biomarkers for diagnostic and prognostic purposes in HPV-induced cervical cancer and precancer.
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Affiliation(s)
- Shamoli Saha
- Department of Virology, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Sharmin Sultana
- Department of Virology, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Raad Rahmat
- MTLS Program, Karolinska Institute, Stockholm, Sweden
| | - Tahmina Akther
- Department of Virology, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Ashrafun Nessa
- Department of Gynecological Oncology, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Munira Jahan
- Department of Virology, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
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Wang L, Yang W. Higher prevalence of long COVID observed in cancer survivors: Insights from a US nationwide survey. Ann Epidemiol 2025; 103:30-39. [PMID: 39947498 DOI: 10.1016/j.annepidem.2025.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Revised: 01/31/2025] [Accepted: 02/10/2025] [Indexed: 02/18/2025]
Abstract
BACKGROUND Cancer and cancer treatments can weaken the body's immune system, making cancer patients particularly vulnerable to COVID-19. While evidence suggests that cancer patients may be at increased risk for severe outcomes after COVID-19 infection, there is a lack of population-based studies comparing long COVID prevalence between cancer survivors and non-cancer individuals. METHODS We utilized data from the 2022 Behavioral Risk Factor Surveillance System (BRFSS), analyzing a sample of 120,658 U.S. adults who had tested positive for COVID-19. Long COVID was defined as the presence of COVID-19 symptoms lasting three months or longer. The weighted prevalence of long COVID was compared between cancer survivors and non-cancer individuals. Crude and adjusted odds ratios (ORs) with 95 % confidence intervals (CIs) were calculated. Multiple imputation was employed to address missing data on COVID-19 vaccination. RESULTS Among 17,362 cancer survivors who tested positive for COVID-19, 4009 reported having long COVID (weighted prevalence = 24.0 %), compared to a weighted prevalence of 21.6 % in non-cancer individuals (p < 0.001). After controlling for covariates and accounting for the complex sampling design, the adjusted OR was 1.17 (95 % CI = 1.06-1.30, p = 0.002). In participants under 45 years old, cancer survivors had a notably higher prevalence of long COVID compared to non-cancer individuals (32.1 % vs. 21.3 %, p < 0.001), with an adjusted OR of 1.33 (95 % CI = 1.07-1.66, p = 0.012). In participants aged 45 and above, the prevalence difference was not significant (22.7 % vs. 21.9 %, p = 0.324), with an adjusted OR of 1.14 (95 % CI = 1.02-1.27, p = 0.024). Regarding the association of COVID-19 vaccination with long COVID, four or more doses were linked to a significant reduced odds of long COVID among cancer survivors (adjusted OR=0.55, 95 %CI = 0.34-0.88, p = 0.013). CONCLUSIONS Cancer survivors are observed to have higher odds of developing long COVID, particularly younger survivors. The association of COVID-19 vaccination with long COVID varies between cancer survivors and non-cancer individuals, with cancer survivors requiring more doses to achieve significant reduction in the odds of long COVID.
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Affiliation(s)
- Lingchen Wang
- School of Public Health, University of Nevada, Reno, NV, USA.
| | - Wei Yang
- School of Public Health, University of Nevada, Reno, NV, USA
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Westermann R, Cordtz RL, Duch K, Mellemkjaer L, Hetland ML, Magnussen B, Dreyer L. Cancer risk with tocilizumab/sarilumab, abatacept and rituximab treatment in patients with rheumatoid arthritis: a Danish cohort study. Rheumatology (Oxford) 2025; 64:1019-1028. [PMID: 38452297 DOI: 10.1093/rheumatology/keae140] [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: 11/08/2023] [Revised: 01/09/2024] [Accepted: 02/07/2024] [Indexed: 03/09/2024] Open
Abstract
OBJECTIVES To investigate cancer risk in RA patients treated with tocilizumab/sarilumab, abatacept or rituximab compared with those who received TNF inhibitors (TNFi) and compared with biological DMARDs (bDMARD)-naïve RA patients. METHODS Nationwide registry-based cohort study of RA patients who initiated bDMARD treatment with tocilizumab/sarilumab, abatacept, rituximab, and TNFi, as well as bDMARD-naive patients who initiated their second type of conventional synthetic DMARD. Patients were identified in the Danish Rheumatology Quality Register (DANBIO) and followed for cancer from 2006 to 2020. Patients could contribute multiple treatments, with person years, deaths and cancers allocated to each treatment group in a 'latest type of treatment' manner. Inverse probability of treatment weighting and weighted cause-specific Cox models were used to calculate hazard ratios (HRs) for cancer in each tocilizumab/sarilumab, abatacept and rituximab group compared with TNFi-treated and bDMARD-naïve groups, respectively. RESULTS In total, 21 982 treatment initiations, 96 475 person years and 1423 cancers were identified. There were no statistically significant increased HRs for overall cancer in tocilizumab/sarilumab, abatacept or rituximab treatment groups (HRs ranged from 0.7 to 1.1). More than 5 years of abatacept exposure showed a non-significantly increased HR compared with TNFi (HR 1.41, 95% CI 0.74-2.71). For haematological cancers, rituximab treatment showed non-significantly reduced HRs: vs TNFi-treated (HR 0.09; 95% CI 0.00-2.06) and bDMARD-naïve (HR 0.13; 95% CI 0.00-1.89). CONCLUSION Treatment with tocilizumab/sarilumab, abatacept or rituximab in RA patients was not associated with increased risks of cancer compared with TNFi-treated and with bDMARD-naïve RA patients in a real-world setting.
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Affiliation(s)
- Rasmus Westermann
- Center of Rheumatic Research Aalborg (CERRA), Department of Rheumatology, Aalborg University Hospital, Aalborg University, Aalborg, Denmark
- Clinical Cancer Research Unit, Aalborg University Hospital, Aalborg, Denmark
| | - René Lindholm Cordtz
- Center of Rheumatic Research Aalborg (CERRA), Department of Rheumatology, Aalborg University Hospital, Aalborg University, Aalborg, Denmark
| | - Kirsten Duch
- Center of Rheumatic Research Aalborg (CERRA), Department of Rheumatology, Aalborg University Hospital, Aalborg University, Aalborg, Denmark
- Research Data and Biostatistics, Aalborg University Hospital, Aalborg, Denmark
| | | | - Merete Lund Hetland
- The DANBIO Registry, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup, Denmark
- Department of Clinical Medicine, University of Copenhagen Faculty of Health and Medical Sciences, Copenhagen, Denmark
- Copenhagen Center for Arthritis Research (COPECARE), Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup, Denmark
| | - Bergur Magnussen
- Center of Rheumatic Research Aalborg (CERRA), Department of Rheumatology, Aalborg University Hospital, Aalborg University, Aalborg, Denmark
| | - Lene Dreyer
- Center of Rheumatic Research Aalborg (CERRA), Department of Rheumatology, Aalborg University Hospital, Aalborg University, Aalborg, Denmark
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Xiao X, Yi X, Soe NN, Latt PM, Lin L, Chen X, Song H, Sun B, Zhao H, Xu X. A web-based tool for cancer risk prediction for middle-aged and elderly adults using machine learning algorithms and self-reported questions. Ann Epidemiol 2025; 101:27-35. [PMID: 39675593 DOI: 10.1016/j.annepidem.2024.12.003] [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: 09/18/2024] [Revised: 11/28/2024] [Accepted: 12/06/2024] [Indexed: 12/17/2024]
Abstract
BACKGROUND From a global perspective, China is one of the countries with higher incidence and mortality rates for cancer. OBJECTIVE Our objective is to create an online cancer risk prediction tool for middle-aged and elderly Chinese adults by leveraging machine learning algorithms and self-reported data. METHOD Drawing from a cohort of 19,798 participants aged 45 and above from the China Health and Retirement Longitudinal Study (2011 - 2018), we employed nine machine learning algorithms (LR: Logistic Regression, Adaboost: Adaptive Boosting, SVM: Support Vector Machine, RF: Random Forest, GNB: Gaussian Naive Bayes, GBM: Gradient Boosting Machine, LGBM: Light Gradient Boosting Machine, XGBoost: eXtreme Gradient Boosting, KNN: K - Nearest Neighbors), which are mainly used for classification and regression tasks, to construct predictive models for various cancers. Utilizing non-invasive self-reported predictors encompassing demographic, educational, marital, lifestyle, health history, and other factors, we focused on predicting "Cancer or Malignant Tumour" outcomes. The types of cancers that can be predicted mainly include lung cancer, breast cancer, cervical cancer, colorectal cancer, gastric cancer, esophageal cancer, and other rare cancers. RESULTS The developed tool, MyCancerRisk, demonstrated significant performance, with the Random Forest algorithm achieving an AUC of 0.75 and ACC of 0.99 using self-reported variables. Key predictors identified include age, self-rated health, sleep patterns, household heating sources, childhood health status, living conditions, and smoking habits. CONCLUSION MyCancerRisk aims to serve as a preventative screening tool, encouraging individuals to undergo testing and adopt healthier behaviours to mitigate the public health impact of cancer. Our study also sheds light on unconventional predictors, such as housing conditions, offering valuable insights for refining cancer prediction models.
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Affiliation(s)
- Xingjian Xiao
- School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Xiaohan Yi
- School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Nyi Nyi Soe
- School of Translational Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, VIC, Australia; Artificial Intelligence and Modelling in Epidemiology Program, Melbourne Sexual Health Centre, Alfred Health, Carlton, VIC, Australia
| | - Phyu Mon Latt
- School of Translational Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, VIC, Australia; Artificial Intelligence and Modelling in Epidemiology Program, Melbourne Sexual Health Centre, Alfred Health, Carlton, VIC, Australia
| | - Luotao Lin
- Nutrition and Dietetics Program, Department of Individual, Family, and Community Education, University of New Mexico, Albuquerque, NM, United States
| | - Xuefen Chen
- School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Hualing Song
- School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Bo Sun
- Endoscopy Center, Longhua hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Hailei Zhao
- School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
| | - Xianglong Xu
- School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China; School of Translational Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, VIC, Australia; Artificial Intelligence and Modelling in Epidemiology Program, Melbourne Sexual Health Centre, Alfred Health, Carlton, VIC, Australia; Bijie Institute of Shanghai University of Traditional Chinese Medicine, Bijie, China; Doctoral Workstation, Bijie District Center for Disease Control and Prevention, Bijie, China.
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Simpson J, Albani V, Kingston A, Bambra C. Closing the life expectancy gap: An ecological study of the factors associated with smaller regional health inequalities in post-reunification Germany. Soc Sci Med 2024; 362:117436. [PMID: 39442260 DOI: 10.1016/j.socscimed.2024.117436] [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: 06/13/2024] [Revised: 10/17/2024] [Accepted: 10/18/2024] [Indexed: 10/25/2024]
Abstract
Regional health inequalities are rising globally. The case of German reunification offers a unique opportunity to explore how such inequalities can be reduced, or even eliminated: following reunification, a long-standing life expectancy gap between East and West Germany was closed for women and markedly reduced for men in less than 15 years. We used data from official national statistics covering the period 1994-2020 for 15 regions in East and West Germany. Using fixed-effects models with an interaction term for regions in the East, we investigated whether within-region changes in key hypothesised factors (social security expenditure, healthcare improvements, changes in alcohol consumption, and life satisfaction), have had differential impacts on life expectancy at birth and at 65 years. Our results show that increases in social security benefits in the East following reunification has been the most important factor for lowering inequalities between the two parts of Germany: for every 10% increase in social security benefits, life expectancy at birth increased by an additional 1.05 [0.68; 1.41] months for males and by 0.57 [0.18; 0.97] months for females in East relative to West Germany. We find the protective effect of social security benefits also for women at 65 years (additional 0.38 [0.06; 0.70] months) but not for men. Our findings suggest that increasing social security expenditure could be an effective policy tool for reducing health inequalities across regions with different levels of economic development. This provides additional support for the materialist hypothesis and the political economy theory of the root causes of health inequalities.
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Affiliation(s)
- Julija Simpson
- Population Health Sciences Institute, Newcastle University, Ridley 1 Building, Newcastle upon Tyne NE1 4LP, UK.
| | - Viviana Albani
- Population Health Sciences Institute, Newcastle University, Ridley 1 Building, Newcastle upon Tyne NE1 4LP, UK.
| | - Andrew Kingston
- Population Health Sciences Institute, Newcastle University, Biogerontology Building, Campus for Ageing and Vitality, Newcastle upon Tyne, NE4 5PL, UK.
| | - Clare Bambra
- Population Health Sciences Institute, Newcastle University, Ridley 1 Building, Newcastle upon Tyne NE1 4LP, UK.
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Zhou S, Liang Z, Li Q, Tian W, Song S, Wang Z, Huang J, Ren M, Liu G, Xu M, Zheng ZJ. Individual and area-level socioeconomic status, Life's Simple 7, and comorbid cardiovascular disease and cancer: a prospective analysis of the UK Biobank cohort. Public Health 2024; 234:178-186. [PMID: 39024928 DOI: 10.1016/j.puhe.2024.06.028] [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: 03/24/2024] [Revised: 06/05/2024] [Accepted: 06/19/2024] [Indexed: 07/20/2024]
Abstract
OBJECTIVES We aimed to investigate the associations of individual and area-level socioeconomic status (SES) with incident cardiovascular diseases (CVD) alone, cancer alone, and comorbid CVD and cancer, and the mediation role of cardiovascular health score in these associations. STUDY DESIGN This was a population-based prospective cohort study. METHODS We used data from the UK Biobank, a population-based prospective cohort study. Latent class analysis was used to create an individual-level SES index based on three indicators (household income, education level, and employment status), and the Townsend Index was defined as the area-level socioeconomic status. We used the American Heart Association's (AHA) Life's Simple 7 (smoking, body weight, physical activity, diet, blood pressure, blood glucose, and total cholesterol) to calculate the cardiovascular health score. We used Cox proportional hazard regression models to estimate the hazard ratio (HR) and 95% confidence interval (CI) adjusted for demographic, environmental, and genetic factors. RESULTS Compared with high SES, the HRs in participants with low individual and area-level SES were 1.33 (95% confidence interval [CI] 1.29 to 1.38) and 1.24 (95% CI 1.20 to 1.29) for incident CVD, 0.96 (95% CI 0.93 to 0.99) and 0.95 (95%CI 0.92 to 0.98) for incident cancer, 1.32 (95%CI 1.24 to 1.40) and 1.15 (95%CI 1.08 to 1.22) for incident comorbid CVD and cancer, respectively. Additionally, the mediation proportion of CVD score for individual and area-level SES was 47.93% and 48.87% for incident CVD, 44.83% and 59.93% for incident comorbid CVD and cancer. The interactions between individual-level SES and CVD scores were significant on incident CVD, and comorbid CVD and cancer, and the protective associations were stronger in participants with high individual-level SES. CONCLUSIONS Life's Simple 7 significantly mediated the associations between SES and comorbid CVD and cancer, while almost half of the associations remained unclear.
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Affiliation(s)
- S Zhou
- Department of Global Health, Peking University School of Public Health, 38 Xue Yuan Road, Haidian District, Beijing, China; Institute for Global Health and Development, Peking University, Beijing, China
| | - Z Liang
- Department of Global Health, Peking University School of Public Health, 38 Xue Yuan Road, Haidian District, Beijing, China; Institute for Global Health and Development, Peking University, Beijing, China
| | - Q Li
- Institute of Social Development, Chinese Academy of Macroeconomic Research, Beijing, China
| | - W Tian
- Department of Global Statistics, Eli Lilly and Company, Branchburg, New Jersey, USA
| | - S Song
- Department of Health Policy & Management, College of Public Health, University of Georgia, Athens, GA, USA
| | - Z Wang
- Department of Family Medicine, McGill University, Montreal, QC, Canada
| | - J Huang
- School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, Guangdong, China
| | - M Ren
- Department of Global Health, Peking University School of Public Health, 38 Xue Yuan Road, Haidian District, Beijing, China
| | - G Liu
- Institute for Global Health and Development, Peking University, Beijing, China
| | - M Xu
- Department of Global Health, Peking University School of Public Health, 38 Xue Yuan Road, Haidian District, Beijing, China; Institute for Global Health and Development, Peking University, Beijing, China.
| | - Z-J Zheng
- Department of Global Health, Peking University School of Public Health, 38 Xue Yuan Road, Haidian District, Beijing, China; Institute for Global Health and Development, Peking University, Beijing, China.
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11
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Nhim V, Bencomo-Alvarez AE, Alvarado L, Kilcoyne M, Gonzalez-Henry MA, Olivas IM, Keivan M, Gaur S, Mulla ZD, Dwivedi AK, Gadad SS, Eiring AM. Racial/ethnic differences in the clinical presentation and survival of breast cancer by subtype. Front Oncol 2024; 14:1443399. [PMID: 39220652 PMCID: PMC11361935 DOI: 10.3389/fonc.2024.1443399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Accepted: 07/22/2024] [Indexed: 09/04/2024] Open
Abstract
Background Breast cancer (BC) affects racial and ethnic groups differently, leading to disparities in clinical presentation and outcomes. It is unclear how Hispanic ethnicity affects BC outcomes based on geographic location and proximity to the United States (U.S.)/Mexico border. We hypothesized that the impact of race/ethnicity on BC outcomes depends on geographic location and country of origin within each BC subtype. Methods We analyzed BC data from the Texas Cancer Registry by race/ethnicity/birthplace according to BC subtype (luminal A/luminal B/human epidermal growth factor receptor 2 [HER2]/triple-negative breast cancer[TNBC]). Other covariates included age, geographic location (U.S., Mexico), residency (border, non-border), treatments, and comorbidities. Crude and adjusted effects of race/ethnicity and birthplace on overall survival (OS) were analyzed using Cox regression methods. Results Our analysis of 76,310 patient records with specific BC subtypes revealed that Hispanic and non-Hispanic Black (NHB) patients were diagnosed at a younger age compared with non-Hispanic White (NHW) patients for all BC subtypes. For the 19,748 BC patients with complete data on race/ethnicity/birthplace/residency, Hispanic patients had a higher mortality risk in the Luminal A subtype, regardless of birthplace, whereas U.S.-born Hispanics had a higher risk of death in the TNBC subtype. In contrast, NHB patients had a higher mortality risk in the Luminal A and HER2 subtypes. Residence along the U.S./Mexico border had little impact on OS, with better outcomes in Luminal A patients and worse outcomes in Luminal B patients aged 60-74 years. Conclusion Race/ethnicity, geographic birth location, and residency were significant predictors of survival in BC. Migration, acculturation, and reduced healthcare access may contribute to outcome differences.
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Affiliation(s)
- Vutha Nhim
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center El Paso, El Paso, TX, United States
- University of Arkansas for Medical Sciences, Washington Regional Medical Center, Fayetteville, AR, United States
| | - Alfonso E. Bencomo-Alvarez
- Center of Emphasis in Cancer, Department of Molecular and Translational Medicine, Texas Tech University Health Sciences Center El Paso, El Paso, TX, United States
- St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Luis Alvarado
- Biostatistics and Epidemiology Consulting Lab, Office of Research, Texas Tech University Health Sciences Center El Paso, El Paso, TX, United States
| | - Michelle Kilcoyne
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center El Paso, El Paso, TX, United States
- Baylor College of Medicine, Houston, TX, United States
| | - Mayra A. Gonzalez-Henry
- Center of Emphasis in Cancer, Department of Molecular and Translational Medicine, Texas Tech University Health Sciences Center El Paso, El Paso, TX, United States
| | - Idaly M. Olivas
- Center of Emphasis in Cancer, Department of Molecular and Translational Medicine, Texas Tech University Health Sciences Center El Paso, El Paso, TX, United States
| | - Mehrshad Keivan
- Burrell College of Osteopathic Medicine, Las Cruces, NM, United States
| | - Sumit Gaur
- Department of Internal Medicine, Texas Tech University Health Sciences Center El Paso, El Paso, TX, United States
| | - Zuber D. Mulla
- Department of Obstetrics and Gynecology, Texas Tech University Health Sciences Center El Paso, El Paso, TX, United States
- Office of Faculty Development, Texas Tech University Health Sciences Center El Paso, El Paso, TX, United States
- Julia Jones Matthews School of Population and Public Health, Texas Tech University Health Sciences Center, Abilene, TX, United States
| | - Alok K. Dwivedi
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center El Paso, El Paso, TX, United States
- Biostatistics and Epidemiology Consulting Lab, Office of Research, Texas Tech University Health Sciences Center El Paso, El Paso, TX, United States
| | - Shrikanth S. Gadad
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center El Paso, El Paso, TX, United States
- Center of Emphasis in Cancer, Department of Molecular and Translational Medicine, Texas Tech University Health Sciences Center El Paso, El Paso, TX, United States
| | - Anna M. Eiring
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center El Paso, El Paso, TX, United States
- Center of Emphasis in Cancer, Department of Molecular and Translational Medicine, Texas Tech University Health Sciences Center El Paso, El Paso, TX, United States
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12
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Peduzzi G, Felici A, Pellungrini R, Giorgolo F, Farinella R, Gentiluomo M, Spinelli A, Capurso G, Monreale A, Canzian F, Calderisi M, Campa D. Analysis of exposome and genetic variability suggests stress as a major contributor for development of pancreatic ductal adenocarcinoma. Dig Liver Dis 2024; 56:1054-1063. [PMID: 37985251 DOI: 10.1016/j.dld.2023.10.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 10/05/2023] [Accepted: 10/18/2023] [Indexed: 11/22/2023]
Abstract
BACKGROUND The current knowledge on pancreatic ductal adenocarcinoma (PDAC) risk factors is limited and no study has comprehensively tested the exposome in combination with the genetic variability in relation to the disease susceptibility. AIM The aim of this study was to analyze the exposome and its interaction with known genetic susceptibility loci, in relation to PDAC risk. METHODS A case-control study nested in UK Biobank cohort was conducted on 816 PDAC cases and 302,645 controls. A total of 347 exposure variables, and a polygenic risk score (PRS) were analyzed through logistic regression. Gene-environment interaction analyses were conducted. RESULTS A total of 52 associations under the Bonferroni corrected threshold of p < 1.46 × 10-4 were observed. Known risk factors such as smoking, pancreatitis, diabetes, PRS, heavy alcohol drinking and overweight were replicated in this study. As for novel associations, a clear indication for length and intensity of mobile phone use and the stress-related factors and stressful events with increase of PDAC risk was observed. Although the PRS was associated with PDAC risk (P = 2.09 × 10-9), statistically significant gene-exposome interactions were not identified. CONCLUSION In conclusion, our results suggest that a stressful lifestyle and sedentary behaviors may play a major role in PDAC susceptibility independently from the genetic background.
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Affiliation(s)
- Giulia Peduzzi
- Department of Biology, University of Pisa, Via Luca Ghini, 13, 56126 Pisa, Italy
| | - Alessio Felici
- Department of Biology, University of Pisa, Via Luca Ghini, 13, 56126 Pisa, Italy
| | - Roberto Pellungrini
- Classe di scienze, Scuola Normale Superiore, Piazza dei Cavalieri, 7, 56126 Pisa, Italy
| | | | - Riccardo Farinella
- Department of Biology, University of Pisa, Via Luca Ghini, 13, 56126 Pisa, Italy
| | - Manuel Gentiluomo
- Department of Biology, University of Pisa, Via Luca Ghini, 13, 56126 Pisa, Italy
| | | | - Gabriele Capurso
- Pancreato-Biliary Endoscopy and Endosonography Division, Pancreas Translational & Clinical Research Center, IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan, Italy
| | - Anna Monreale
- Department of Computer Science, University of Pisa, Largo Bruno Pontecorvo 3, 56127 Pisa, Italy
| | - Federico Canzian
- Genomic Epidemiology Group, German Cancer Research Center, (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | | | - Daniele Campa
- Department of Biology, University of Pisa, Via Luca Ghini, 13, 56126 Pisa, Italy.
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13
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Liu X, Zhang X, Ruan G, Zheng X, Chen Y, Zhang X, Liu T, Ge Y, Shi H. Relationship between educational level and survival of patients with cancer: A multicentre cohort study. Cancer Med 2024; 13:e7141. [PMID: 38545856 PMCID: PMC10974719 DOI: 10.1002/cam4.7141] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Revised: 03/13/2024] [Accepted: 03/17/2024] [Indexed: 04/17/2024] Open
Abstract
BACKGROUND Although socioeconomic factors are important determinants of population mortality, the effect of educational level on the survival of patients with cancer in China is unclear. This study aimed to assess whether educational level is associated with the prognosis of patients with cancer and to explore the mediators of this association. METHODS This multicentre cohort study included 18,251 patients diagnosed with cancer between May 2013 and December 2018. The main parameters measured were overall survival (OS) and all-cause mortality. The relationship between educational level and all-cause mortality was assessed using multifactor-corrected Cox survival analysis. Logistic regression was used to analyze the association between educational level and patient-generated subjective global assessment (PG-SGA). RESULTS The mean age of the 18,251 participants (men, 9939 [54.4%]) was 57.37 ± 11.66 years. Multifactorial survival analysis showed that patients survived longer with increasing education (university and above vs. elementary school and below; p = p = <0.001, HR = 0.84, 95% CI: 0.77-0.92), and the differences were statistically significant in different subgroups. The potential impact factors included sex, age, TNM stage, and PG-SGA score. Logistic regression showed a significant negative association between educational level and the modifiable factor PG-SGA (secondary vs. primary and below; p = 0.004, HR = 0.90, 95% CI: 0.83-0.97; university and above vs. primary and below; p < 0.001, HR = 0.79, 95% CI: 0.71-0.88). CONCLUSIONS Educational level was a significant prognostic factor for patients with cancer, independent of other known prognostic factors. This association was further improved by modifying the nutritional status.
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Affiliation(s)
- Xiao‐Yue Liu
- Department of Gastrointestinal SurgeryBeijing Shijitan Hospital, Capital Medical UniversityBeijingChina
- Department of Clinical NutritionBeijing Shijitan Hospital, Capital Medical UniversityBeijingChina
- National Clinical Research Center for Geriatric DiseasesXuanwu Hospital, Capital Medical UniversityBeijingChina
| | - Xi Zhang
- Department of Gastrointestinal SurgeryBeijing Shijitan Hospital, Capital Medical UniversityBeijingChina
- Department of Clinical NutritionBeijing Shijitan Hospital, Capital Medical UniversityBeijingChina
- National Clinical Research Center for Geriatric DiseasesXuanwu Hospital, Capital Medical UniversityBeijingChina
| | - Guo‐Tian Ruan
- Department of Gastrointestinal SurgeryBeijing Shijitan Hospital, Capital Medical UniversityBeijingChina
- Department of Clinical NutritionBeijing Shijitan Hospital, Capital Medical UniversityBeijingChina
- National Clinical Research Center for Geriatric DiseasesXuanwu Hospital, Capital Medical UniversityBeijingChina
| | - Xin Zheng
- Department of Gastrointestinal SurgeryBeijing Shijitan Hospital, Capital Medical UniversityBeijingChina
- Department of Clinical NutritionBeijing Shijitan Hospital, Capital Medical UniversityBeijingChina
- National Clinical Research Center for Geriatric DiseasesXuanwu Hospital, Capital Medical UniversityBeijingChina
| | - Yue Chen
- Department of Gastrointestinal SurgeryBeijing Shijitan Hospital, Capital Medical UniversityBeijingChina
- Department of Clinical NutritionBeijing Shijitan Hospital, Capital Medical UniversityBeijingChina
- National Clinical Research Center for Geriatric DiseasesXuanwu Hospital, Capital Medical UniversityBeijingChina
| | - Xiao‐Wei Zhang
- Department of Gastrointestinal SurgeryBeijing Shijitan Hospital, Capital Medical UniversityBeijingChina
- Department of Clinical NutritionBeijing Shijitan Hospital, Capital Medical UniversityBeijingChina
- National Clinical Research Center for Geriatric DiseasesXuanwu Hospital, Capital Medical UniversityBeijingChina
| | - Tong Liu
- Department of Gastrointestinal SurgeryBeijing Shijitan Hospital, Capital Medical UniversityBeijingChina
- Department of Clinical NutritionBeijing Shijitan Hospital, Capital Medical UniversityBeijingChina
- National Clinical Research Center for Geriatric DiseasesXuanwu Hospital, Capital Medical UniversityBeijingChina
| | - Yi‐Zhong Ge
- Department of Gastrointestinal SurgeryBeijing Shijitan Hospital, Capital Medical UniversityBeijingChina
- Department of Clinical NutritionBeijing Shijitan Hospital, Capital Medical UniversityBeijingChina
- National Clinical Research Center for Geriatric DiseasesXuanwu Hospital, Capital Medical UniversityBeijingChina
| | - Han‐Ping Shi
- Department of Gastrointestinal SurgeryBeijing Shijitan Hospital, Capital Medical UniversityBeijingChina
- Department of Clinical NutritionBeijing Shijitan Hospital, Capital Medical UniversityBeijingChina
- National Clinical Research Center for Geriatric DiseasesXuanwu Hospital, Capital Medical UniversityBeijingChina
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14
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Sofianidi A, Karadimou A, Charpidou A, Syrigos KN. The Gap of Health Inequalities Amongst Lung Cancer Patients of Different Socioeconomic Status: A Brief Reference to the Greek Reality. Cancers (Basel) 2024; 16:906. [PMID: 38473268 DOI: 10.3390/cancers16050906] [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: 01/22/2024] [Revised: 02/12/2024] [Accepted: 02/22/2024] [Indexed: 03/14/2024] Open
Abstract
Lung cancer treatment and patient care are constantly improving, but it remains doubtful whether this applies equally to all socioeconomic groups. It is nowadays well established that there are socioeconomic inequalities regarding lung cancer incidence, screening, effective treatment, overall survival, and prognosis. One of the key contributing factors to low socioeconomic status is low education. Low educational level is correlated with several factors, such as smoking habits, bad lifestyle behaviors, lower paid and unhealthier occupations, polluted neighborhoods, and genetic-familial risk, that lead to increased lung cancer incidence. The disparities regarding lung cancer care are further enhanced by stigma. On this basis and inspired by the gap in health equality among the Greek population, the Greek Society of Lung Cancer initiated a campaign, "MIND THE GAP", to help increase awareness and minimize the gap associated with lung cancer, both in Greece and across Europe. The aim of this review is to explore the gap of health inequalities regarding lung cancer incidence and prognosis between patients of different SES and its root of causality. Key pivotal actions towards bridging this gap are reviewed as well.
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Affiliation(s)
- Amalia Sofianidi
- Oncology Unit, Third Department of Internal Medicine, Sotiria General Hospital for Chest Diseases, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Alexandra Karadimou
- Oncology Unit, Third Department of Internal Medicine, Sotiria General Hospital for Chest Diseases, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Andriani Charpidou
- Oncology Unit, Third Department of Internal Medicine, Sotiria General Hospital for Chest Diseases, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Konstantinos N Syrigos
- Oncology Unit, Third Department of Internal Medicine, Sotiria General Hospital for Chest Diseases, National and Kapodistrian University of Athens, 11527 Athens, Greece
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15
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Gharacheh L, Amini-Rarani M, Torabipour A, Karimi S. A Scoping Review of Possible Solutions for Decreasing Socioeconomic Inequalities in Type 2 Diabetes Mellitus. Int J Prev Med 2024; 15:5. [PMID: 38487697 PMCID: PMC10935579 DOI: 10.4103/ijpvm.ijpvm_374_22] [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: 11/12/2022] [Accepted: 05/17/2023] [Indexed: 03/17/2024] Open
Abstract
Background As socioeconomic inequalities are key factors in access and utilization of type 2 diabetes (T2D) services, the purpose of this scoping review was to identify solutions for decreasing socioeconomic inequalities in T2D. Methods A scoping review of scientific articles from 2000 and later was conducted using PubMed, Web of Science (WOS), Scopus, Embase, and ProQuest databases. Using the Arksey and O'Malley framework for scoping review, articles were extracted, meticulously read, and thematically analyzed. Results A total of 7204 articles were identified from the reviewed databases. After removing duplicate and nonrelevant articles, 117 articles were finally included and analyzed. A number of solutions and passways were extracted from the final articles. Solutions for decreasing socioeconomic inequalities in T2D were categorized into 12 main solutions and 63 passways. Conclusions Applying identified solutions in diabetes policies and interventions would be recommended for decreasing socioeconomic inequalities in T2D. Also, the passways could be addressed as entry points to help better implementation of diabetic policies.
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Affiliation(s)
- Laleh Gharacheh
- Student Research Committee, School of Management and Medical Information Sciences, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mostafa Amini-Rarani
- Social Determinants of Health Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Amin Torabipour
- Social Determinants of Health Research Center, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Saeed Karimi
- Health Management and Economics Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
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16
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Al-Rammahy A, Fadum EA, Nilssen Y, Larsen IK, Hem E, Bringedal BH. Educational disparities in cancer incidence, stage, and survival in Oslo. RESEARCH IN HEALTH SERVICES & REGIONS 2024; 3:1. [PMID: 39177868 PMCID: PMC11281764 DOI: 10.1007/s43999-024-00037-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 01/03/2024] [Indexed: 08/24/2024]
Abstract
OBJECTIVES This study aimed to examine disparities in cancer incidence, stage at diagnosis, and survival rates across districts with differences in education levels in Oslo, Norway. METHODS Aggregated data from the Cancer Registry of Norway in the period 2013-2021 were used to describe the distribution of cancer incidence and survival across Oslo's 15 administrative districts, subsequently grouped into three areas based on the population's level of education. Age-standardised incidence rates and five-year relative survival were calculated for colon, rectal, lung, melanoma, breast, and prostate cancer. The stage at the time of diagnosis was categorised as localised, regional, distant, and unknown for all cancer types except breast cancer, which was categorised into stage I-IV and unknown. RESULTS Mid- and high-education areas had higher incidences of breast, melanoma, and prostate cancer, while the low-education area had higher incidence rates for lung cancer. The low-education area had a higher proportion diagnosed at a distant stage than the other groups for all cancer types studied, except breast cancer. The mid- and high-education areas had higher five-year relative survival rates overall. CONCLUSIONS Incidence, stage at diagnosis, and survival varied between education areas. The variation indicates disparities in healthcare access, quality of care, and health behaviours. Addressing these disparities can help improve overall health outcomes and promote health equity.
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Affiliation(s)
- Afaf Al-Rammahy
- Department of Behavioural Medicine, Institute of Basic Medical Sciences, Faculty of Medicine, University of Oslo, Oslo, Norway.
- Institute for Studies of the Medical Profession, PO Box 1152, NO-0107, Sentrum, Oslo, Norway.
| | - Elin Anita Fadum
- Institute for Studies of the Medical Profession, PO Box 1152, NO-0107, Sentrum, Oslo, Norway
- The Norwegian Armed Forces Joint Medical Services, Institute for Military Epidemiology, Sessvollmoen, Norway
| | - Yngvar Nilssen
- Department of Registration, Cancer Registry of Norway, Oslo, Norway
| | | | - Erlend Hem
- Department of Behavioural Medicine, Institute of Basic Medical Sciences, Faculty of Medicine, University of Oslo, Oslo, Norway
- Institute for Studies of the Medical Profession, PO Box 1152, NO-0107, Sentrum, Oslo, Norway
| | - Berit Horn Bringedal
- Institute for Studies of the Medical Profession, PO Box 1152, NO-0107, Sentrum, Oslo, Norway
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17
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Westermann R, Cordtz RL, Duch K, Mellemkjaer L, Hetland ML, Burden AM, Dreyer L. Cancer risk in patients with rheumatoid arthritis treated with janus kinase inhibitors: a nationwide Danish register-based cohort study. Rheumatology (Oxford) 2024; 63:93-102. [PMID: 37052534 DOI: 10.1093/rheumatology/kead163] [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: 01/12/2023] [Revised: 03/01/2023] [Accepted: 03/24/2023] [Indexed: 04/14/2023] Open
Abstract
OBJECTIVES We aimed to investigate the risk of first primary cancer in patients with RA treated with janus kinase inhibitors (JAKi) compared with those who received biologic DMARDs (bDMARDs) in a real-world setting. METHODS We performed an observational cohort study using the nationwide registers in Denmark. Patients with RA aged 18+ years, without a previous cancer diagnosis, and who initiated treatment with JAKi or bDMARDs from 1 January 2017 to 31 December 2020 were followed for any cancer (except non-melanoma skin cancer). We applied inverse probability of treatment weighting (IPTW) to account for covariate differences between treatment groups. IPTW-generated weights were used with cause-specific Cox (CSC) models to calculate hazard ratios (HRs) for cancer incidence in JAKi-treated compared with bDMARD-treated patients with RA. RESULTS We identified 875 and 4247 RA patients treated with JAKi and bDMARDs, respectively. The JAKi group contributed 1315 person years (PYRS) and 19 cancers, the bDMARD group contributed 8597 PYRS and 111 cancers, with corresponding crude incidence rates per 1000 PYRS of 14.4 and 12.9. Comparing the two groups using weighted CSC models, a HR of 1.41 (95% CI 0.76, 2.37, 95% CIs) was seen for JAKi- vs bDMARD-treated patients with RA. CONCLUSION JAKi treatment in real-world patients with RA was not associated with a statistically significant increased risk of first primary cancer compared with those who received bDMARDs. However, several numerically increased risk estimates were detected, and a clinically important excess risk of cancer among JAKi recipients cannot be dismissed.
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Affiliation(s)
- Rasmus Westermann
- Center of Rheumatic Research Aalborg (CERRA), Department of Rheumatology, Aalborg University Hospital, Aalborg University, Denmark
- Clinical Cancer Research Unit, Aalborg University Hospital, Aalborg, Denmark
| | - René Lindholm Cordtz
- Center of Rheumatic Research Aalborg (CERRA), Department of Rheumatology, Aalborg University Hospital, Aalborg University, Denmark
| | - Kirsten Duch
- Center of Rheumatic Research Aalborg (CERRA), Department of Rheumatology, Aalborg University Hospital, Aalborg University, Denmark
- Unit of Clinical Biostatistics, Aalborg University Hospital, Denmark
| | - Lene Mellemkjaer
- Danish Cancer Society Research Center (DCRC), Copenhagen, Denmark
| | - Merete Lund Hetland
- The DANBIO Registry, Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup, Denmark
- Department of Clinical Medicine, University of Copenhagen Faculty of Health and Medical Sciences, Copenhagen, Denmark
- Copenhagen Center for Arthritis Research (COPECARE), Center for Rheumatology and Spine Diseases, Centre of Head and Orthopedics, Rigshospitalet, Glostrup, Denmark
| | - Andrea Michelle Burden
- Pharmacoepidemiology Group, Institute of Pharmaceutical Sciences, Department of Chemistry and Applied Biosciences, ETH Zurich, Zurich, Switzerland
| | - Lene Dreyer
- Center of Rheumatic Research Aalborg (CERRA), Department of Rheumatology, Aalborg University Hospital, Aalborg University, Denmark
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18
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Hodge JM, Patel AV, Islami F, Jemal A, Hiatt RA. Educational Attainment and Cancer Incidence in a Large Nationwide Prospective Cohort. Cancer Epidemiol Biomarkers Prev 2023; 32:1747-1755. [PMID: 37801000 DOI: 10.1158/1055-9965.epi-23-0290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 08/14/2023] [Accepted: 10/04/2023] [Indexed: 10/07/2023] Open
Abstract
BACKGROUND Educational attainment is a social determinant of health and frequently used as an indicator of socioeconomic status. Educational attainment is a predictor of cancer mortality, but associations with site-specific cancer incidence are variable. The aim of this study was to evaluate the association of educational attainment and site-specific cancer incidence adjusting for known risk factors in a large prospective cohort. METHODS Men and women enrolled in the American Cancer Society's Cancer Prevention Study-II Nutrition Cohort who were cancer free at baseline were included in this study (n = 148,965). Between 1992 and 2017, 22,810 men and 17,556 women were diagnosed with incident cancer. Cox proportional hazards regression models were used to estimate age- and multivariable-adjusted risk and 95% confidence intervals of total and site-specific cancer incidence in persons with lower versus higher educational attainment. RESULTS Educational attainment was inversely associated with age-adjusted cancer incidence among men but not women. For specific cancer sites, the multivariable-adjusted risk of cancer in the least versus most educated individuals remained significant for colon, rectum, and lung cancer among men and lung and breast cancer among women. CONCLUSIONS Educational attainment is associated with overall and site-specific cancer risk though adjusting for cancer risk factors attenuates the association for most cancer sites. IMPACT This study provides further evidence that educational attainment is an important social determinant of cancer but that its effects are driven by associated behavioral risk factors suggesting that targeting interventions toward those with lower educational attainment is an important policy consideration.
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Affiliation(s)
- James M Hodge
- Department of Population Science, American Cancer Society, Atlanta, Georgia
| | - Alpa V Patel
- Department of Population Science, American Cancer Society, Atlanta, Georgia
| | - Farhad Islami
- Department of Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Ahmedin Jemal
- Department of Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia
| | - Robert A Hiatt
- Department of Epidemiology and Biostatistics and Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, California
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19
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Nagata M, Tome A, White K, Wilkens LR, Park SY, Le Marchand L, Haiman C, Hernandez BY. No Association of Trichomonas vaginalis Seropositivity with Advanced Prostate Cancer Risk in the Multiethnic Cohort: A Nested Case-Control Study. Cancers (Basel) 2023; 15:5194. [PMID: 37958367 PMCID: PMC10648031 DOI: 10.3390/cancers15215194] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 10/20/2023] [Accepted: 10/25/2023] [Indexed: 11/15/2023] Open
Abstract
The potential involvement of a sexually transmitted agent has been suggested to contribute to the high number of prostate cancers in the United States and worldwide. We investigated the relationship of Trichomonas vaginalis seropositivity with prostate cancer risk in a nested case-control study within the Multiethnic Cohort in Hawaii and California using blood samples collected prior to cancer diagnoses. Incident cases of advanced prostate cancer (intermediate- to high-grade based on Gleason score ≥ 7 and/or disease spread outside the prostate) were matched to controls by age, ethnicity, and the date of blood collection. T. vaginalis serostatus was measured using an ELISA detecting IgG antibodies against a recombinant T. vaginalis α-actinin protein. Seropositivity to T. vaginalis was observed in 35 of 470 (7.4%) cases and 26 of 470 (5.5%) controls (unadjusted OR = 1.47, 95% CI 0.82-2.64; adjusted OR = 1.31, 95% CI 0.67-2.53). The association was similarly not significant when cases were confined to extraprostatic tumors having regional or distant spread (n = 121) regardless of grade (unadjusted OR = 1.37, 95% CI 0.63-3.01; adjusted OR = 1.20, 95% CI 0.46-3.11). The association of T. vaginalis with prostate cancer risk did not vary by aspirin use. Our findings do not support a role for T. vaginalis in the etiology of advanced prostate cancer.
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Affiliation(s)
- Michelle Nagata
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813, USA; (A.T.); (K.W.); (L.R.W.); (S.-Y.P.); (L.L.M.); (B.Y.H.)
| | - Anne Tome
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813, USA; (A.T.); (K.W.); (L.R.W.); (S.-Y.P.); (L.L.M.); (B.Y.H.)
| | - Kami White
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813, USA; (A.T.); (K.W.); (L.R.W.); (S.-Y.P.); (L.L.M.); (B.Y.H.)
| | - Lynne R. Wilkens
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813, USA; (A.T.); (K.W.); (L.R.W.); (S.-Y.P.); (L.L.M.); (B.Y.H.)
| | - Song-Yi Park
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813, USA; (A.T.); (K.W.); (L.R.W.); (S.-Y.P.); (L.L.M.); (B.Y.H.)
| | - Loïc Le Marchand
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813, USA; (A.T.); (K.W.); (L.R.W.); (S.-Y.P.); (L.L.M.); (B.Y.H.)
| | - Christopher Haiman
- Center for Genetic Epidemiology, Keck School of Medicine, University of Southern California, 1975 Zonal Ave., Los Angeles, CA 90033, USA;
| | - Brenda Y. Hernandez
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI 96813, USA; (A.T.); (K.W.); (L.R.W.); (S.-Y.P.); (L.L.M.); (B.Y.H.)
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20
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Taillie LS, Bercholz M, Prestemon CE, Higgins ICA, Grummon AH, Hall MG, Jaacks LM. Impact of taxes and warning labels on red meat purchases among US consumers: A randomized controlled trial. PLoS Med 2023; 20:e1004284. [PMID: 37721952 PMCID: PMC10545115 DOI: 10.1371/journal.pmed.1004284] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 10/02/2023] [Accepted: 08/22/2023] [Indexed: 09/20/2023] Open
Abstract
BACKGROUND Policies to reduce red meat intake are important for mitigating climate change and improving public health. We tested the impact of taxes and warning labels on red meat purchases in the United States. The main study question was, will taxes and warning labels reduce red meat purchases? METHODS AND FINDINGS We recruited 3,518 US adults to participate in a shopping task in a naturalistic online grocery store from October 18, 2021 to October 28, 2021. Participants were randomized to one of 4 conditions: control (no tax or warning labels, n = 887), warning labels (health and environmental warning labels appeared next to products containing red meat, n = 891), tax (products containing red meat were subject to a 30% price increase, n = 874), or combined warning labels + tax (n = 866). We used fractional probit and Poisson regression models to assess the co-primary outcomes, percent, and count of red meat purchases, and linear regression to assess the secondary outcomes of nutrients purchased. Most participants identified as women, consumed red meat 2 or more times per week, and reported doing all of their household's grocery shopping. The warning, tax, and combined conditions led to lower percent of red meat-containing items purchased, with 39% (95% confidence interval (CI) [38%, 40%]) of control participants' purchases containing red meat, compared to 36% (95% CI [35%, 37%], p = 0.001) of warning participants, 34% (95% CI [33%, 35%], p < 0.001) of tax participants, and 31% (95% CI [30%, 32%], p < 0.001) of combined participants. A similar pattern was observed for count of red meat items. Compared to the control, the combined condition reduced calories purchased (-312.0 kcals, 95% CI [-590.3 kcals, -33.6 kcals], p = 0.027), while the tax (-10.4 g, 95% CI [-18.2 g, -2.5 g], p = 0.01) and combined (-12.8 g, 95% CI [-20.7 g, -4.9 g], p = 0.001) conditions reduced saturated fat purchases; no condition affected sodium purchases. Warning labels decreased the perceived healthfulness and environmental sustainability of red meat, while taxes increased perceived cost. The main limitations were that the study differed in sociodemographic characteristics from the US population, and only about 30% to 40% of the US population shops for groceries online. CONCLUSIONS Warning labels and taxes reduced red meat purchases in a naturalistic online grocery store. Trial Registration: http://www.clinicaltrials.gov/ NCT04716010.
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Affiliation(s)
- Lindsey Smith Taillie
- Carolina Population Center, University of North Carolina, Chapel Hill, North Carolina, United States of America
- Department of Nutrition, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Maxime Bercholz
- Carolina Population Center, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Carmen E. Prestemon
- Carolina Population Center, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Isabella C. A. Higgins
- Carolina Population Center, University of North Carolina, Chapel Hill, North Carolina, United States of America
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Anna H. Grummon
- Department of Pediatrics, Stanford University School of Medicine, Palo Alto, California, United States of America
| | - Marissa G. Hall
- Carolina Population Center, University of North Carolina, Chapel Hill, North Carolina, United States of America
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, United States of America
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Lindsay M. Jaacks
- Global Academy of Agriculture and Food Systems, University of Edinburgh, Midlothian, United Kingdom
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21
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Tran CL, Choi KS, Kim S, Oh J. Individual and joint effect of socioeconomic status and lifestyle factors on cancer in Korea. Cancer Med 2023; 12:17389-17402. [PMID: 37489083 PMCID: PMC10501257 DOI: 10.1002/cam4.6359] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 06/15/2023] [Accepted: 07/09/2023] [Indexed: 07/26/2023] Open
Abstract
BACKGROUND There is limited evidence on the individual and joint effect of socioeconomic status (SES) and unhealthy lifestyle on cancer. Therefore, this study aimed to examine the effects of these factors on cancer incidence and mortality. METHODS In this population-based cohort study, income was used as the proxy of SES. A combined unhealthy lifestyle score was obtained using data on smoking, alcohol consumption, physical activity, and body mass index. Hazard ratios were estimated using a Cox proportional hazards model. RESULTS The study included data on 8,353,169 participants (median follow-up period, 17 years). Although the association between low income and cancer incidence varied depending on cancer type, low income consistently increased the risk of cancer-related death with a social gradient. Unhealthy behaviors increased the risk of cancer incidence and mortality, except for thyroid and breast cancer in women and prostate cancer in men. Compared with the wealthiest and healthiest individuals, the poorest and unhealthiest men and women showed 2.1-fold (2.05-2.14) and 1.36-fold (1.31-1.41) higher risk of cancer-related death, respectively. The joint effect was most robust for lung, liver, head, and neck cancers in men and liver and cervical cancers in women; further, the effect was stronger with cancer-specific mortality than with incidence. CONCLUSION In conclusion, income and combined healthy lifestyle behaviors have individual and joint effects on cancer incidence and mortality. The effect varies by cancer type and sex.
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Affiliation(s)
- Chi Lan Tran
- Graduate School of Cancer Science and PolicyNational Cancer CenterGoyangSouth Korea
| | - Kui Son Choi
- Graduate School of Cancer Science and PolicyNational Cancer CenterGoyangSouth Korea
- National Cancer Control InstituteNational Cancer CenterGoyangSouth Korea
| | - Sun‐Young Kim
- Graduate School of Cancer Science and PolicyNational Cancer CenterGoyangSouth Korea
| | - Jin‐Kyoung Oh
- Graduate School of Cancer Science and PolicyNational Cancer CenterGoyangSouth Korea
- Division of Cancer PreventionNational Cancer CenterGoyangSouth Korea
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22
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Hu M, Jiang C, Meng R, Luo Y, Wang Y, Huang M, Li F, Ma H. Effect of air pollution on the prevalence of breast and cervical cancer in China: a panel data regression analysis. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:82031-82044. [PMID: 37318726 DOI: 10.1007/s11356-023-28068-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 05/30/2023] [Indexed: 06/16/2023]
Abstract
The association between the prevalence of breast and cervical cancer in Chinese women and air pollution is obscure. The study aims to analyze the correlation between air pollution and the prevalence of breast and cervical cancer, and whether the gross domestic product (GDP) has a modifying effect on the impact of air pollution on the prevalence of breast and cervical cancer. Extracting panel data from 31 provinces and cities between 2006 and 2020, we evaluated the association between breast and cervical cancer prevalence and pollutant emissions from 2006 to 2015 with two-way fixed-effect models. We also analyzed the interaction between GDP and pollutant emissions and further check the robustness of the moderating effect results using group regression from 2016 to 2020. Cluster robust standard errors were used to correct for the heteroskedasticity and autocorrelation. The coefficients of models show that the coefficients of logarithmic soot and dust emissions are estimated to be significantly positive, and the coefficients of their square terms are significantly negative. The robust results suggest that the relationship between soot and dust emissions and breast or cervical cancer prevalence is non-linear, from 2006 to 2015. In the analysis of particulate matter (PM) data in 2016-2020, the PM-GDP interaction term was also significantly negative, indicating that GDP growth weakened the effect of PM on the prevalence of breast cancer and cervical cancer. In provinces with higher GDP, the indirect effect of PM emissions concerning breast cancer is -0.396 while in provinces with lower GDP, it is about -0.215. The corresponding coefficient concerning cervical cancer is about -0.209 in provinces with higher GDP but not significant in provinces with lower GDP. Our results suggest that there is an inverted U-shaped relationship between the prevalence of breast cancer and cervical cancer and air pollutants from 2006 to 2015. GDP growth has a significant negative moderating effect on the impact of air pollutants on the prevalence of breast cancer and cervical cancer. PM emissions have a higher effect on the prevalence of breast and cervical cancer in provinces with higher GDP and a lower impact in provinces with lower GDP.
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Affiliation(s)
- Meiyu Hu
- Department of Public Health, Hangzhou Normal University, Yuhangtang Road, Yuhang District, 311121, Hangzhou, Zhejiang Province, China
| | - Chen Jiang
- Department of Public Health, Hangzhou Normal University, Yuhangtang Road, Yuhang District, 311121, Hangzhou, Zhejiang Province, China
| | - Runtang Meng
- Department of Public Health, Hangzhou Normal University, Yuhangtang Road, Yuhang District, 311121, Hangzhou, Zhejiang Province, China
| | - Yingxian Luo
- Department of Public Health, Hangzhou Normal University, Yuhangtang Road, Yuhang District, 311121, Hangzhou, Zhejiang Province, China
| | - Yaxin Wang
- Department of Public Health, Hangzhou Normal University, Yuhangtang Road, Yuhang District, 311121, Hangzhou, Zhejiang Province, China
| | - Mengyi Huang
- Department of Public Health, Hangzhou Normal University, Yuhangtang Road, Yuhang District, 311121, Hangzhou, Zhejiang Province, China
| | - Fudong Li
- Department of Public Health Surveillance & Advisory, Zhejiang Provincial Center for Disease Control and Prevention, Xincheng Road, Binjiang District, 310051, Hangzhou, Zhejiang, China
| | - Haiyan Ma
- Department of Public Health, Hangzhou Normal University, Yuhangtang Road, Yuhang District, 311121, Hangzhou, Zhejiang Province, China.
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23
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Sollozo-Dupont I, Lara-Ameca VJ, Cruz-Castillo D, Villaseñor-Navarro Y. Relationship between Health Inequalities and Breast Cancer Survival in Mexican Women. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:5329. [PMID: 37047945 PMCID: PMC10094649 DOI: 10.3390/ijerph20075329] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 03/01/2023] [Accepted: 03/28/2023] [Indexed: 06/19/2023]
Abstract
OBJECTIVE We aimed to analyze the relationship between the survival of patients with breast cancer and health inequalities. METHODS A retrospective cohort study of women with stage III breast cancer according to public healthcare was conducted. Groups were stratified according to the course of treatment and the presence of chronic disease other than cancer. Survival functions were estimated by using the Kaplan-Meier estimator, while the Cox proportional hazards model was employed for prognostic assessment. RESULTS The study was performed on 964 breast cancer patients. One hundred and seventy-six patients (18.23%) died during the follow-up period and 788 (81.77%) were alive at the end of the follow-up period. Education, marital status, personal history of prior biopsies, and socioeconomic status (SES) were found to be linked with survival. However, only SES exceeded the baseline risk of mortality when the treatment cycle was interrupted (full treatment: unadjusted 4.683, p = 0.001; adjusted 4.888 p = 0.001, partial treatment: unadjusted 1.973, p = 0.012; adjusted 4.185, p = 0.001). The same effect was observed when stratifying by the presence of chronic disease other than cancer (with chronic disease adjusted HR = 4.948, p = 0.001; unadjusted HR = 3.303, p = 0.001; without chronic disease adjusted HR = 4.850, p = 0.001; unadjusted HR = 5.121, p = 0.001). CONCLUSION Since lower SES was linked with a worse prognosis, strategies to promote preventive medicine, particularly breast cancer screening programs and prompt diagnosis, are needed.
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24
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Jiang R, Wang X, Sun Z, Wu S, Chen S, Cai H. Association of education level with the risk of female breast cancer: a prospective cohort study. BMC Womens Health 2023; 23:91. [PMID: 36882777 PMCID: PMC9993575 DOI: 10.1186/s12905-023-02245-y] [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: 08/03/2022] [Accepted: 02/24/2023] [Indexed: 03/09/2023] Open
Abstract
BACKGROUND Breast cancer is a serious threat to female health, and its incidence varies with education level (EL). In the present study, the association between EL and the risk of developing female breast cancer was investigated. METHODS From May 2006 to December 2007, 20,400 observation subjects in Kailuan Cohort received questionnaires and were subjected to clinical examinations for data collection on baseline population characteristics, height, weight, lifestyle and past disease history. Then, these participants were followed up with from the date of recruitment to December 31, 2019. Cox proportional risk regression models were used to analyse the association between EL and the risk of developing female breast cancer. RESULTS The cumulative follow-up period of 20,129 observation subjects that meet the inclusion criteria of this study was 254,386.72 person-years, and the median follow-up time was 12.96 years. During the follow-up period, 279 cases of breast cancer were diagnosed. In comparison with the low EL group, the risk of developing breast cancer was significantly higher in the medium (hazard ratio [HR] (95% confidence interval [CI]) = 2.23 (1.12-4.64)] and high [HRs (95% CI) = 2.52 (1.12-5.70)] EL group. CONCLUSION An increased risk of breast cancer was associated with a higher EL, and some certain factors, such as alcohol use and hormone therapy, may play a mediating role.
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Affiliation(s)
- Runxue Jiang
- Department of Oncology Surgery, Tangshan People's Hospital, Tangshan, 063000, China
| | - Xia Wang
- Department of Gynaecology, Tangshan Hongci Hospital, Tangshan, 063000, China
| | - Zhiguo Sun
- Department of Oncology Surgery, Tangshan People's Hospital, Tangshan, 063000, China
| | - Shouling Wu
- Health Department of Kailuan(Group), Tangshan, 063000, China
| | - Shuohua Chen
- Health Department of Kailuan(Group), Tangshan, 063000, China
| | - Haifeng Cai
- Department of Oncology Surgery, Tangshan People's Hospital, Tangshan, 063000, China.
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25
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Kitlinski M, Giwercman A, Elenkov A. Paternity through use of assisted reproduction technology in male adult and childhood cancer survivors: a nationwide register study. Hum Reprod 2023; 38:973-981. [PMID: 36773319 DOI: 10.1093/humrep/dead026] [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: 10/13/2022] [Revised: 01/15/2023] [Indexed: 02/13/2023] Open
Abstract
STUDY QUESTION How does a history of cancer affect the likelihood of using assisted reproduction in order to achieve paternity? SUMMARY ANSWER As compared to men with no history of cancer, use of assisted reproduction to achieve paternity was more frequent in fathers with a history of cancer, mainly those with testicular, prostate, and hematological and lymphatic malignancies. WHAT IS KNOWN ALREADY Although it is well known that different types of cancer and their treatment may have a negative impact on fertility, there is a lack of data regarding the use of IVF and ICSI among male cancer survivors. STUDY DESIGN, SIZE, DURATION In this population-based nation-wide study using the Swedish Medical Birth Register, we identified all men who fathered their first-born child in Sweden between 1994 and 2014. Using personal identification numbers, anonymized data from the Swedish National Quality of Assisted Reproduction Register, Swedish Cancer Register, Swedish Multi-generation Register, and Swedish Education Register were linked with the Swedish Medical Birth Register. PARTICIPANTS/MATERIALS, SETTING, METHODS During the study period, a total of 1 181 488 men fathering their first-born child were identified. Of these, 26 901 fathers had a cancer diagnosis. Fathers diagnosed with cancer with <12 months from offspring conception, or with a cancer diagnosis after offspring conception, were excluded (n = 21 529). The remaining fathers who had a history of cancer (n = 5372) were divided into three groups based on age at cancer diagnosis (<15, ≥15 and <24, or ≥24 years). For subgroup analyses, they were also grouped according to the cancer location using ICD-7 codes. The fathers with no cancer diagnosis (n = 1 154 587), were included as controls. In total, 1 159 959 men were included. Associations between IVF/ICSI use and history of cancer were evaluated using logistic regression models, unadjusted and adjusted for paternal education, fathers age at childbirth, and year of conception, yielding crude and adjusted odds ratio (aOR), respectively, with a 95% CI. MAIN RESULTS AND THE ROLE OF CHANCE As compared to controls, childhood cancer survivors were only more likely to achieve paternity through ICSI (aOR 3.52, 95% CI 2.52-4.93; P < 0.001) but not through IVF treatment (aOR 1.02, 95% CI 0.61-1.70; P = 0.955). Similarly, teenage and young adult cancer survivors were more likely to father through ICSI treatment (aOR 6.84, 95% CI 5.64-8.30; P < 0.001) but not using IVF (aOR 1.27, 95% CI 0.90-1.80; P = 0.17). However, adult cancer survivors were more likely to conceive through either ICSI (aOR 5.52, 95% CI 4.86-6.27; P < 0.001) or IVF treatment (aOR 1.32, 95% CI 1.09-1.60; P = 0.004). In subgroup analyses, childhood survivors of testicular cancer (aOR 5.15, 95% CI 1.20-22.0; P = 0.027), soft tissue and bone cancers (aOR 4.70, 2.13-10.4; P < 0.001), hematological and lymphatic cancers (aOR 4.49, 95% CI 2.72-7.40; P < 0.001), or central nervous system (CNS) and eye cancers (aOR 2.64, 95% CI 1.23-5.67; P = 0.012), were at an increased likelihood of fathering through ICSI. Teenage and young adult survivors of testicular cancer (aOR 15.4, 95% CI 11.5-20.7; P < 0.001), hematological and lymphatic cancers (aOR 9.84, 95% CI 6.93-14.0; P < 0.001), or soft tissue and bone cancers (aOR 6.83, 95% CI 3.53-13.2; P < 0.001) were more likely to father through ICSI treatment. Adult survivors of prostate cancer (aOR 15.7, 95% CI 6.70-36.9; P < 0.001), testicular cancer (aOR 9.54, 95% CI 7.81-11.7; P < 0.001), hematological and lymphatic cancers (aOR 11.3, 95% CI 8.63-14.9; P < 0.001), digestive, respiratory, and urogenital tract cancers (aOR 2.62, 95% CI 1.75-3.92; P < 0.001), CNS and eye cancers (aOR 2.74, 95% CI 1.48-5.08; P = 0.001), or skin cancer (aOR 1.68, 95% CI 1.08-2.62; P = 0.022) were more likely to father through ICSI treatment. Only teenage and young adult survivors of hematological and lymphatic cancers (aOR 1.98, 95% CI 1.10-3.56; P = 0.022) and adult survivors of testicular cancer (aOR 1.88, 95% CI 1.37-2.58; P < 0.001) were significantly more likely to achieve fatherhood using IVF treatment. LIMITATIONS, REASONS FOR CAUTION Information on men failing to father children was not available, and thus our results cannot estimate the risk of infertility in men with a history of cancer. WIDER IMPLICATIONS OF THE FINDINGS Use of ART, in particular ICSI, was significantly more frequent in fathers with malignancies of the male reproductive tract or hematological and lymphatic systems. Our findings highlight which groups of male cancer survivors would benefit from access to fertility care, thereby improving future fertility treatment policies. STUDY FUNDING/COMPETING INTEREST(S) The study received funding from the Swedish Cancer Society, Swedish Childhood Cancer Society, and the Swedish Government Fund for Clinical Research. There are no competing interest. TRIAL REGISTRATION NUMBER N/A.
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Affiliation(s)
- Michael Kitlinski
- Faculty of Medicine, Medical University of Gdańsk, Gdańsk, Poland.,Department of Translational Medicine, Clinical Research Centre, Lund University, Malmö, Sweden
| | - Aleksander Giwercman
- Department of Translational Medicine, Clinical Research Centre, Lund University, Malmö, Sweden.,Reproductive Medicine Centre, Skåne University Hospital, Malmö, Sweden
| | - Angel Elenkov
- Department of Translational Medicine, Clinical Research Centre, Lund University, Malmö, Sweden.,Reproductive Medicine Centre, Skåne University Hospital, Malmö, Sweden
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26
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Adsersen M, Thygesen LC, Neergaard MA, Sjøgren P, Mondrup L, Nissen JS, Clausen LM, Groenvold M. Higher Admittance to Specialized Palliative Care for Patients with High Education and Income: A Nationwide Register-Based Study. J Palliat Med 2023; 26:57-66. [PMID: 36130182 DOI: 10.1089/jpm.2022.0087] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Background: While associations between socioeconomic position, that is, income and education and admittance to specialized palliative care (SPC) have been investigated previously, no prior national studies have examined admittance to all types of SPC, that is, hospital-based palliative care team/units and hospice. Aim: To investigate whether cancer patients' education and income were associated with admittance to SPC (hospital-based palliative care team/unit, hospice). Design: Data sources were several nationwide registers. The association between SPC and education and income, respectively, was investigated using logistic regression analyses. Setting/Participants: Patients dying from cancer in Denmark 2010-12 (n = 41,741). Results: In the study population, 45% had lower secondary school, and 6% had an academic education. Patients with an academic education were more often admitted to SPC than those having lower secondary school (odds ratio [OR] = 1.69; 95% confidence interval [CI]: 1.51-1.89). Patients in the highest income quartile (Q4) were more often admitted than those in the lowest income quartile (Q1) (OR = 1.46; 95% CI: 1.37-1.56). This association was stronger for hospice (OR = 1.67 (95% CI: 1.54-1.81)) than for admittance to hospital-based palliative care team/unit (OR = 1.23 (95% CI: 1.14-1.31)). Compared with patients who had lower secondary school and the lowest income, the OR of admittance to SPC among the most affluent academics was 1.96 (95% CI: 1.71-2.25). Conclusion: This nationwide study indicates that admittance to SPC was clearly associated with education and income. We believe that the associations indicate inequity. Initiatives to improve access for patients with low education or income should be established.
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Affiliation(s)
- Mathilde Adsersen
- Research Unit, Department of Palliative Medicine, Bispebjerg Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Lau Caspar Thygesen
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | | | - Per Sjøgren
- Section of Palliative Medicine, Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Lise Mondrup
- The Palliative Team Esbjerg, Sydvestjysk Hospital, Esbjerg, Denmark
| | | | | | - Mogens Groenvold
- Research Unit, Department of Palliative Medicine, Bispebjerg Hospital, University of Copenhagen, Copenhagen, Denmark.,Department of Public Health, University of Copenhagen, Copenhagen, Denmark
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27
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Tweel M, Johnston GM, Hajizadeh M. Trends in Socioeconomic Inequalities in Breast Cancer Incidence Among Women in Canada. Cancer Control 2023; 30:10732748231197580. [PMID: 37608582 PMCID: PMC10467209 DOI: 10.1177/10732748231197580] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 07/24/2023] [Accepted: 08/08/2023] [Indexed: 08/24/2023] Open
Abstract
INTRODUCTION Breast cancer is the most common cancer among females in Canada. This study examines trends in socioeconomic inequalities in the incidence of breast cancer in Canada over time from 1992 to 2010. METHODS A census division level dataset was constructed using the Canadian Cancer Registry, Canadian Census of the Population and National Household Survey. A summary measure of the Concentration index (C), which captures inequality across socioeconomic groups, was used to measure income and education inequalities in breast cancer incidence over the 19-year period. RESULTS The crude breast cancer incidence increased in Canada between 1992 and 2010. Age-standardized C values indicated no income or education inequalities in breast cancer incidence in the years from 1992 to 2004. However, the incidence was significantly concentrated among females in high income and highly educated neighbourhoods almost half the time in the 6 most recent years (2005-2010). The trend analysis indicated an increase in breast cancer incidence among females living in high income and highly educated neighbourhoods. CONCLUSION Breast cancer incidence in Canada was associated with increased socioeconomic status in some more recent years. Our study findings provide previously unavailable empirical evidence to inform discussions on socioeconomic inequalities in breast incidence.
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Affiliation(s)
- Madeline Tweel
- Faculty of Medicine, Dalhousie University, Halifax, Canada
| | - Grace M. Johnston
- School of Health Administration, Dalhousie University, Halifax, Canada
| | - Mohammad Hajizadeh
- School of Health Administration, Dalhousie University, Halifax, Canada
- Beatrice Hunter Cancer Research Institute, Halifax, Canada
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KURU H, JOKELAINEN J, TASANEN K, HUILAJA L. Risk of Non-cutaneous Cancers in Individuals with Basal Cell Carcinoma: A Population-based Cohort Study. Acta Derm Venereol 2022; 102:adv00826. [PMID: 36448850 PMCID: PMC9811299 DOI: 10.2340/actadv.v102.4451] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
Evidence of the association between a personal history of basal cell carcinoma and the risk of non-cutaneous malignancies is conflicting. The aim of this study was to retrospectively clarify the risk of non-cutaneous cancers in individuals with basal cell carcinoma using nationwide Finnish registry data for 96,304 patients and 394,503 randomly selected population controls. In this study, individuals with basal cell carcinoma have an increased risk of other cancers (odds ratio (OR) 1.38; 95% confidence interval (95% CI) 1.36-1.40). The risk was most prominent for lip cancer (OR 5.29; 95% CI 4.50-6.21), mycosis fungoides (OR 3.13; 95% CI 2.31-4.23) and soft tissue cancers (OR 2.77; 95% CI 2.43-3.16). In age-adjusted model, men had higher risk of cancers overall compared with women (p < 0.05). In conclusion, the study found increased overall cancer risk among patients with basal cell carcinoma compared with randomly selected population controls.
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Affiliation(s)
- Hanna KURU
- Department of Dermatology, University Hospital of Oulu,Medical Research Center, PEDEGO Research Group, University of Oulu
| | - Jari JOKELAINEN
- Northern Finland Birth Cohorts, Arctic Biobank, Infrastructure for Population Studies, Faculty of Medicine, University of Oulu,Unit of General Practice, Oulu University Hospital, Oulu, Finland
| | - Kaisa TASANEN
- Department of Dermatology, University Hospital of Oulu,Medical Research Center, PEDEGO Research Group, University of Oulu
| | - Laura HUILAJA
- Department of Dermatology, University Hospital of Oulu,Medical Research Center, PEDEGO Research Group, University of Oulu
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Deng P, Fu Y, Chen M, Si L. Factors associated with health care utilization and catastrophic health expenditure among cancer patients in China: Evidence from the China health and retirement longitudinal study. Front Public Health 2022; 10:943271. [PMID: 36438282 PMCID: PMC9684646 DOI: 10.3389/fpubh.2022.943271] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 10/26/2022] [Indexed: 11/11/2022] Open
Abstract
Background Cancer, the leading cause of mortality in China, is a significant burden on patients, their families, the medical system, and society at large. However, there is minimal data on health service utilization and catastrophic health expenditure (CHE) among cancer patients in China. The objective of this study was to identify factors associated with health care utilization and CHE in Chinese cancer patients. Methods The 2018 wave of a nationally representative dataset, the China Health and Retirement Longitudinal Study, was used in our study. Of 18,968 respondents recruited for the analysis, 388 were clinically diagnosed with cancer. CHE was defined as household health expenditure that exceeded 40% of non-food household expenses. A binary logistic regression model was used to identify the risks of cancer exposure among all participants, along with the likelihood of CHE in households with cancer patients at the 40% threshold. A negative binomial regression model was used to identify determinants of health service utilization among cancer patients. Results Contracting a family physician (incidence rate ratio IRR: 2.38, 1.18-4.77), Urban Employee Basic Medical Insurance (IRR: 4.02, 1.91-8.46, compared to the uninsured), Urban and Rural Resident Basic Medical Insurance (IRR: 3.08, 1.46-6.49, compared to the uninsured), and higher per-capita household consumption were positively associated with inpatient service utilization. Patients with a college education and above reported a greater number of outpatient visits (IRR: 5.78, 2.56-13.02) but fewer inpatient hospital days (IRR: 0.37, 0.20-0.67). Being diagnosed with a non-cancer chronic non-communicable disease was associated with an increased number of outpatient visits (IRR: 1.20, 1.10-1.31). Of the 388 participants, 50.1% of households had CHE, which was negatively correlated with a larger household size (odds ratio OR: 0.52, 0.32-0.86) and lower socioeconomic status [for quintile 5 (lowest group) OR: 0.32, 0.14-0.72]. Conclusions The socioeconomic characteristics of cancer patients had a considerable impact on their healthcare utilization. Individualized and targeted strategies for cancer management should be implemented to identify high-risk populations and trace the utilization of care among Chinese cancer patients. Strategic purchasing models in cancer care and social health insurance with expanded benefits packages for cancer patients are crucial to tackling the cancer burden in China.
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Affiliation(s)
- Penghong Deng
- School of Health Policy and Management, Nanjing Medical University, Nanjing, China
| | - Yu Fu
- School of Health Policy and Management, Nanjing Medical University, Nanjing, China
| | - Mingsheng Chen
- School of Health Policy and Management, Nanjing Medical University, Nanjing, China,Center for Global Health, Nanjing Medical University, Nanjing, China,*Correspondence: Mingsheng Chen
| | - Lei Si
- School of Health Sciences, Western Sydney University, Campbelltown, NSW, Australia,The George Institute for Global Health, University of New South Wales, Kensington, NSW, Australia
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30
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DeLouize AM, Eick G, Karam SD, Snodgrass JJ. Current and future applications of biomarkers in samples collected through minimally invasive methods for cancer medicine and population-based research. Am J Hum Biol 2022; 34:e23665. [PMID: 34374148 PMCID: PMC9894104 DOI: 10.1002/ajhb.23665] [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: 03/24/2021] [Revised: 07/27/2021] [Accepted: 07/28/2021] [Indexed: 02/04/2023] Open
Abstract
Despite advances in cancer medicine and research, invasive and potentially risky procedures such as biopsies, venous blood tests, imaging, colonoscopy, and pap smear tests are still primarily used for screening, staging, and assessing response to therapy. The development and interdisciplinary use of biomarkers from urine, feces, saliva, scent, and capillary blood collected with minimally invasive methods represents a potential opportunity for integration with biomarker analysis for cancers, both in clinical practice (e.g., in screening, treatment, and disease monitoring, and improved quality of life for patients) and population-based research (e.g., in epidemiology/public health, studies of social and environmental determinants, and evolutionary medicine). In this article, we review the scientific rationale, benefits, challenges, and potential opportunities for measuring cancer-related biomarkers in samples collected through minimally invasive methods.
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Affiliation(s)
| | - Geeta Eick
- Department of Anthropology, University of Oregon, Eugene, Oregon, USA
| | - Sana D. Karam
- Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - J. Josh Snodgrass
- Department of Anthropology, University of Oregon, Eugene, Oregon, USA
- Center for Global Health, University of Oregon, Eugene, Oregon, USA
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31
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Barnett BS, Ziegler K, Doblin R, Carlo AD. Is psychedelic use associated with cancer?: Interrogating a half-century-old claim using contemporary population-level data. J Psychopharmacol 2022; 36:1118-1128. [PMID: 35971893 DOI: 10.1177/02698811221117536] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
BACKGROUND In 1967, concerns about the carcinogenic potential of psychedelics arose after a study reported chromosomal damage in human leukocytes following in vitro lysergic acid (LSD) exposure. Worries were further heightened by subsequent reports of leukemia and other cancers in LSD users. Additional investigations of psychedelics' effects on chromosomes were published over the next decade, with the majority suggesting these concerns were unfounded. However, the relationship between psychedelics and cancer has been explored only minimally from an epidemiological perspective. AIMS To determine whether associations exist between psychedelic use and either lifetime cancer or hematologic cancer diagnoses. METHODS We analyzed data from adult participants in the 2015-2019 administrations of the National Survey on Drug Use and Health for associations between lifetime use of psychedelics and lifetime diagnosis of either any cancer or hematologic cancer. RESULTS We identified no associations between lifetime psychedelic use and either lifetime cancer diagnosis or hematologic cancer diagnosis. Sub-analyses of lifetime lysergamide, phenethylamine, and tryptamine use also revealed no associations with lifetime cancer or hematologic cancer diagnosis. CONCLUSIONS While laboratory studies and case reports from the 1960s and 1970s generated concerns about psychedelics' carcinogenic potential, this analysis of recent epidemiological data does not support an association between psychedelic use and development of cancer in general or hematologic cancer. Important study limitations to consider include a lack of information about psychedelic dosage, number of lifetime psychedelic exposures, and the temporal relationship between psychedelic use and cancer diagnosis.
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Affiliation(s)
- Brian S Barnett
- Department of Psychiatry and Psychology, Center for Behavioral Health, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA.,Cleveland Clinic Lerner College of Medicine at Case Western Reserve University, EC-10 Cleveland Clinic, Cleveland, OH, USA
| | - Kathleen Ziegler
- Department of Psychiatry and Psychology, Center for Behavioral Health, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Rick Doblin
- Multidisciplinary Association for Psychedelic Studies, Santa Cruz, CA, USA
| | - Andrew D Carlo
- Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,Meadows Mental Health Policy Institute, Dallas, TX, USA
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32
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Botteri E, Hoff G, Randel KR, Holme Ø, de Lange T, Bernklev T, Aas E, Berthelsen M, Natvig E, Kirkøen B, Knudsen MD, Kværner AS, Schult AL, Ursin G, Jørgensen A, Berstad P. Characteristics of nonparticipants in a randomised colorectal cancer screening trial comparing sigmoidoscopy and faecal immunochemical testing. Int J Cancer 2022; 151:361-371. [PMID: 35411554 PMCID: PMC9324830 DOI: 10.1002/ijc.34025] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 03/23/2022] [Accepted: 04/01/2022] [Indexed: 11/11/2022]
Abstract
Public health systems should guarantee universal access to health care services, including cancer screening. We assessed whether certain population subgroups were underrepresented among participants in colorectal cancer screening with sigmoidoscopy and faecal immunochemical testing (FIT). Between 2012 and 2019, about 140 000 individuals aged 50 to 74 years were randomly invited to once-only sigmoidoscopy or first round of FIT screening. Our study included 46 919 individuals invited to sigmoidoscopy and 70 019 to FIT between 2012 and 2017. We used logistic regression models to evaluate if demographic and socioeconomic factors and use of certain drugs were associated with participation. Twenty-four thousand one hundred and fifty-nine (51.5%) individuals attended sigmoidoscopy and 40 931 (58.5%) FIT screening. Male gender, young age, low education and income, being retired or unemployed, living alone, being an immigrant, long driving time to screening centre, and use of antidiabetic and psychotropic drugs were associated with low participation in both screening groups. Many of these factors also predicted low acceptance of colonoscopy after positive FIT. While male gender, young age and living alone were more strongly associated with nonparticipation in FIT than sigmoidoscopy, low education and income, being retired or immigrant and long driving time were more strongly associated with nonparticipation in sigmoidoscopy than FIT. In conclusion, participation was lower in sigmoidoscopy than FIT. Predictors of nonparticipation were similar between arms. However, low socioeconomic status, being an immigrant and long driving time affected participation more in sigmoidoscopy screening, suggesting that FIT may guarantee more equal access to screening services than sigmoidoscopy.
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Affiliation(s)
- Edoardo Botteri
- Section for Colorectal Cancer ScreeningCancer Registry of NorwayOsloNorway
- Department of ResearchCancer Registry of NorwayOsloNorway
| | - Geir Hoff
- Section for Colorectal Cancer ScreeningCancer Registry of NorwayOsloNorway
- Department of Research and DevelopmentTelemark Hospital TrustSkienNorway
- Institute of Clinical MedicineUniversity of OsloOsloNorway
| | - Kristin R. Randel
- Section for Colorectal Cancer ScreeningCancer Registry of NorwayOsloNorway
| | - Øyvind Holme
- Department of MedicineSørlandet HospitalKristiansandNorway
- Institute for Health and SocietyUniversity of OsloOsloNorway
| | - Thomas de Lange
- Department of MedicineSahlgrenska University Hospital‐MölndalRegion Västra GötalandSweden
- Department of Molecular and Clinical Medicine, Sahlgrenska AcademyUniversity of GothenburgSweden
- Department of Medical ResearchBærum HospitalGjettumNorway
| | - Tomm Bernklev
- Faculty of MedicineUniversity of OsloOsloNorway
- Department of Research and InnovationVestfold HospitalTønsbergNorway
| | - Eline Aas
- Department of Health Management and Health EconomicsInstitute of Health and Society, University of OsloOsloNorway
- Norwegian Institute of Public HealthOsloNorway
| | - Mona Berthelsen
- Section for Colorectal Cancer ScreeningCancer Registry of NorwayOsloNorway
| | - Erik Natvig
- Section for Colorectal Cancer ScreeningCancer Registry of NorwayOsloNorway
| | - Benedicte Kirkøen
- Section for Colorectal Cancer ScreeningCancer Registry of NorwayOsloNorway
- Regional Center for Child and Adolescent Mental Health (RBUP)OsloNorway
| | - Markus D. Knudsen
- Section for Colorectal Cancer ScreeningCancer Registry of NorwayOsloNorway
- Department of Transplantation Medicine, Division of Surgery, Inflammatory Diseases and Transplantation, Norwegian PSC Research CenterOslo University HospitalOsloNorway
- Department of EpidemiologyHarvard T.H. Chan School of Public HealthBostonMassachusettsUSA
| | - Ane S. Kværner
- Section for Colorectal Cancer ScreeningCancer Registry of NorwayOsloNorway
| | - Anna L. Schult
- Section for Colorectal Cancer ScreeningCancer Registry of NorwayOsloNorway
- Institute of Clinical MedicineUniversity of OsloOsloNorway
- Department of Medical ResearchBærum HospitalGjettumNorway
| | - Giske Ursin
- Cancer Registry of NorwayOsloNorway
- Department of NutritionInstitute of Basic Medical Sciences, University of OsloOsloNorway
- Department of Preventive MedicineUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
| | - Anita Jørgensen
- Section for Colorectal Cancer ScreeningCancer Registry of NorwayOsloNorway
| | - Paula Berstad
- Section for Colorectal Cancer ScreeningCancer Registry of NorwayOsloNorway
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Liu T, Zhang Q, Song C, Siyin ST, Chen S, Zhang Q, Song M, Cao L, Shi H. C‐Reactive
Protein Trajectories and the Risk of All Cancer Types: A Prospective Cohort Study. Int J Cancer 2022; 151:297-307. [PMID: 35368093 PMCID: PMC9325055 DOI: 10.1002/ijc.34012] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 03/21/2022] [Accepted: 03/28/2022] [Indexed: 11/17/2022]
Abstract
A single CRP measurement is insufficient to examine the association of long‐term patterns of CRP concentration with cancer risk. We prospectively examined the relationship between CRP trajectory patterns and new‐onset cancers among 52 276 participants. Latent mixture modeling was used to identify CRP trajectories. Cox proportional hazards regression models were used to evaluate the association between CRP trajectory patterns and the risk of overall and specific‐site cancer. Four CRP trajectories patterns were identified: low‐stable pattern (n = 43 258), moderate‐increasing pattern (n = 2591), increasing‐decreasing pattern (n = 2068) and elevated‐decreasing pattern (n = 4359). Relative to the low‐stable pattern, the moderate‐increasing trajectory pattern was associated with an elevated risk of overall, lung, breast, leukemia, bladder, stomach, colorectal, liver, gallbladder or extrahepatic bile duct cancer and leukemia. Participants in the increasing‐decreasing trajectory pattern were associated with an elevated risk of overall, lung, breast, bladder, pancreatic and liver cancer. The increasing‐decreasing trajectory pattern was also associated with decreased risk of colorectal cancer in the multivariate analyses. Elevated‐decreasing trajectory pattern was associated with increased risk of leukemia and decreased risk of esophageal and colorectal cancer. CRP trajectories play an important role in the occurrence of cancers, especially in the lung, breast, bladder, stomach, colorectal, liver, gallbladder and extrahepatic bile duct cancer and leukemia.
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Affiliation(s)
- Tong Liu
- Department of Gastrointestinal Surgery/Clinical Nutrition Capital Medical University Affiliated Beijing Shijitan Hospital Beijing China
- Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition Beijing China
- Key Laboratory of Cancer FSMP for State Market Regulation Beijing China
| | - Qingsong Zhang
- Department of General Surgery Kailuan General Hospital Tangshan China
| | - Chunhua Song
- Department of Epidemiology and Statistics, College of Public Health Zhengzhou University Zhengzhou Henan China
| | - Sarah Tan Siyin
- Department of General Surgery, Beijing Children's Hospital National Center for Children's Health Beijing China
| | - Shuohua Chen
- Department of Cardiology Kailuan General Hospital Tangshan China
| | - Qi Zhang
- Department of Gastrointestinal Surgery/Clinical Nutrition Capital Medical University Affiliated Beijing Shijitan Hospital Beijing China
- Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition Beijing China
- Key Laboratory of Cancer FSMP for State Market Regulation Beijing China
| | - Mengmeng Song
- Department of Gastrointestinal Surgery/Clinical Nutrition Capital Medical University Affiliated Beijing Shijitan Hospital Beijing China
- Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition Beijing China
- Key Laboratory of Cancer FSMP for State Market Regulation Beijing China
| | - Liying Cao
- Department of Hepatological Surgery Kailuan General Hospital Tangshan China
| | - Hanping Shi
- Department of Gastrointestinal Surgery/Clinical Nutrition Capital Medical University Affiliated Beijing Shijitan Hospital Beijing China
- Beijing International Science and Technology Cooperation Base for Cancer Metabolism and Nutrition Beijing China
- Key Laboratory of Cancer FSMP for State Market Regulation Beijing China
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Pizzato M, Martinsen JI, Heikkinen S, Vignat J, Lynge E, Sparén P, La Vecchia C, Pukkala E, Vaccarella S. Socioeconomic status and risk of lung cancer by histological subtype in the Nordic countries. Cancer Med 2022; 11:1850-1859. [PMID: 35166068 PMCID: PMC9041078 DOI: 10.1002/cam4.4548] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 12/10/2021] [Accepted: 12/10/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND While the excess in lung cancer risk among lower socioeconomic status individuals has been widely described, the magnitude of this association across lung cancer subtypes, as well as histotype-related long-term incidence trends, are inconclusively reported. AIMS We explored the variation in the incidence of the three main lung cancer histotypes (i.e. squamous cell carcinoma, small cell carcinoma and adenocarcinoma) by socioeconomic status (SES, i.e. upper and lower white collar, upper and lower blue collar, and farming/forestry/fishing) in the adult population of four Nordic countries (i.e. Sweden, Norway, Finland and Denmark). MATERIALS & METHODS We have used data from the Nordic Occupational Cancer Study (NOCCA), computing age-standardized incidence rates per 100,000 person-years truncated at ages 50-69 years, by sex, histotype, country and SES, for the period 1971-2005. We estimated relative risks and the corresponding 95% confidence intervals through Poisson regression models, including terms for SES, age, sex and country, as indicated. RESULTS A clear socioeconomic gradient, with a progressive increase in lung cancer risk as SES level decreases, was observed in all subtypes and in both sexes. Favourable lung cancer incidence trends were seen among men for squamous cell and small cell carcinomas, although for adenocarcinomas rates were increasing everywhere except for Finland. Among women, upward temporal trends were seen in all SES groups and for all subtypes, although rates increased to a greater extent for low, compared to high, SES, especially in Denmark and Norway. Farmers showed comparatively lower risks compared to other SES categories. DISCUSSION This prospective cohort study shows that substantial socioeconomic inequalities in the incidence of the most important lung cancer histotypes exist in the Nordic Countries, and that these inequalities are on the rise, especially among women. CONCLUSION Smoking habits are likely to largely explain the observed social gradient for lung cancer histotypes in both sexes.
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Affiliation(s)
- Margherita Pizzato
- Department of Clinical Sciences and Community HealthUniversità degli Studi di MilanoMilanItaly
| | | | | | - Jerome Vignat
- International Agency for Research on CancerLyonFrance
| | - Elsebeth Lynge
- Nykøbing Falster HospitalUniversity of CopenhagenDenmark
| | - Pär Sparén
- Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholm
| | - Carlo La Vecchia
- Department of Clinical Sciences and Community HealthUniversità degli Studi di MilanoMilanItaly
| | - Eero Pukkala
- Finnish Cancer RegistryInstitute for Statistical and Epidemiological Cancer ResearchHelsinkiFinland
- Faculty of Social Sciences, Tampere UniversityTampereFinland
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Goulabchand R, Malafaye N, Jacot W, Witkowski Durand Viel P, Morel J, Lukas C, Rozier P, Lamure S, Noel D, Molinari N, Mura T, Guilpain P. Cancer incidence in primary Sjögren's syndrome: Data from the French hospitalization database. Autoimmun Rev 2021; 20:102987. [PMID: 34718160 DOI: 10.1016/j.autrev.2021.102987] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 07/22/2021] [Indexed: 02/07/2023]
Abstract
The relationship between cancer and primary Sjögren's syndrome (pSS) is uncertain. While the increased risk of hematological malignancies is well-known, data on the comparative incidence of solid neoplasms is conflicting. This study aimed to explore the associations between cancer and pSS. This nationwide population-based retrospective study from the French health insurance database (PMSI) evaluated patients hospitalized with new-onset pSS from 2011 to 2018 against age- and sex-matched hospitalized controls (1:10). The incidence of hematological malignancies and solid neoplasms was compared between the two groups. Mortality and multiple cancer incidence were also evaluated. Adjusted Hazard Ratios (aHR) calculations included confounding factors, such as low socioeconomic status. Among 25,661 hospitalized patients with pSS versus 252,543 matched patients (median follow-up of 3.96 years), we observed a higher incidence rate of lymphomas (aHR, 1.97 [95% CI, 1.59-2.43]), Waldenström macroglobulinemia (aHR, 10.8 [6.5-18.0]), and leukemia (aHR, 1.61 [1.1-2.4]). Thyroid cancer incidence was higher (aHR, 1.7 [1.1-2.8]), whereas bladder and breast cancer incidences were lower (aHR, 0.58 [0.37-0.89] and 0.60 [0.49-0.74], respectively). pSS patients with breast cancer exhibited a lower mortality rate. A limitation was that the database only encompasses hospitalized patients, and immunological and histological details are not listed. We confirmed the increased risk of hematological malignancies and thyroid cancers among patients with pSS. The lower risk of breast cancer suggests a role of hormonal factors and raises questions of the concept of immune surveillance within breast tissue. Epidemiological and translational studies are required to elucidate the relationships between pSS and cancer.
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Affiliation(s)
- Radjiv Goulabchand
- Internal Medicine Department, CHU Nîmes, Univ Montpellier, Nîmes, France; University of Montpellier, Montpellier, France; IRMB, University of Montpellier, INSERM, Montpellier, France
| | - Nicolas Malafaye
- Department of Medical Information, University Hospital of Montpellier, Montpellier, France
| | - William Jacot
- University of Montpellier, Montpellier, France; Montpellier Cancer Institute (ICM) Val d'Aurelle, 208 Avenue des Apothicaires, Parc Euromédecine, CEDEX 5, 34298 Montpellier, France
| | - Philine Witkowski Durand Viel
- University of Montpellier, Montpellier, France; Department of Internal Medicine and Multi-Organic Diseases, Local Referral Center for Systemic and Autoimmune Diseases, St Eloi Hospital, 80 Avenue Augustin Fliche, 34295 Montpellier, France
| | - Jacques Morel
- University of Montpellier, Montpellier, France; Department of Rheumatology, Montpellier University Hospital, 371 avenue du Doyen Gaston Giraud, 34295, Montpellier, France; PhyMedExp, University of Montpellier, INSERM U1046, CNRS UMR 9214, Montpellier, France
| | - Cédric Lukas
- University of Montpellier, Montpellier, France; Department of Rheumatology, Montpellier University Hospital, 371 avenue du Doyen Gaston Giraud, 34295, Montpellier, France
| | - Pauline Rozier
- University of Montpellier, Montpellier, France; IRMB, University of Montpellier, INSERM, Montpellier, France
| | - Sylvain Lamure
- University of Montpellier, Montpellier, France; Department of Clinical Hematology, CHU Montpellier, UMR-CNRS 5535, Institut de Génétique Moléculaire de Montpellier, Montpellier, France
| | - Danièle Noel
- IRMB, University of Montpellier, INSERM, Montpellier, France
| | - Nicolas Molinari
- University of Montpellier, Montpellier, France; Department of Medical Information, University Hospital of Montpellier, Montpellier, France; IDESP, INSERM, Montpellier University, Montpellier University Hospital, Montpellier, France
| | - Thibault Mura
- University of Montpellier, Montpellier, France; Department of Biostatistics, Clinical Epidemiology, Public Health, and Innovation in Methodology, CHU Nîmes, University Montpellier, Nîmes, France
| | - Philippe Guilpain
- University of Montpellier, Montpellier, France; IRMB, University of Montpellier, INSERM, Montpellier, France; Department of Internal Medicine and Multi-Organic Diseases, Local Referral Center for Systemic and Autoimmune Diseases, St Eloi Hospital, 80 Avenue Augustin Fliche, 34295 Montpellier, France.
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Malhotra C, Malhotra R, Bundoc F, Teo I, Ozdemir S, Chan N, Finkelstein E. Trajectories of Suffering in the Last Year of Life Among Patients With a Solid Metastatic Cancer. J Natl Compr Canc Netw 2021; 19:1264-1271. [PMID: 34492633 DOI: 10.6004/jnccn.2021.7014] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Accepted: 01/23/2021] [Indexed: 01/21/2023]
Abstract
BACKGROUND Reducing suffering at the end of life is important. Doing so requires a comprehensive understanding of the course of suffering for patients with cancer during their last year of life. This study describes trajectories of psychological, spiritual, physical, and functional suffering in the last year of life among patients with a solid metastatic cancer. PATIENTS AND METHODS We conducted a prospective cohort study of 600 patients with a solid metastatic cancer between July 2016 and December 2019 in Singapore. We assessed patients' psychological, spiritual, physical, and functional suffering every 3 months until death. Data from the last year of life of 345 decedents were analyzed. We used group-based multitrajectory modeling to delineate trajectories of suffering during the last year of a patient's life. RESULTS We identified 5 trajectories representing suffering: (1) persistently low (47% of the sample); (2) slowly increasing (14%); (3) predominantly spiritual (21%); (4) rapidly increasing (12%); and (5) persistently high (6%). Compared with patients with primary or less education, those with secondary (high school) (odds ratio [OR], 3.49; 95% CI, 1.05-11.59) education were more likely to have rapidly increasing versus persistently low suffering. In multivariable models adjusting for potential confounders, compared with patients with persistently low suffering, those with rapidly increasing suffering had more hospital admissions (β=0.24; 95% CI, 0.00-0.47) and hospital days (β=0.40; 95% CI, 0.04-0.75) during the last year of life. Those with persistently high suffering had more hospital days (β=0.70; 95% CI, 0.23-1.17). CONCLUSIONS The course of suffering during the last year of life among patients with cancer is variable and related to patients' hospitalizations. Understanding this variation can facilitate clinical decisions to minimize suffering and reduce healthcare costs at the end of life.
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Affiliation(s)
- Chetna Malhotra
- 1Lien Centre for Palliative Care.,2Program in Health Services and Systems Research, and
| | - Rahul Malhotra
- 2Program in Health Services and Systems Research, and.,3Centre for Ageing Research and Education, Duke-NUS Medical School
| | | | - Irene Teo
- 1Lien Centre for Palliative Care.,4National Cancer Centre Singapore; and
| | - Semra Ozdemir
- 1Lien Centre for Palliative Care.,2Program in Health Services and Systems Research, and
| | - Noreen Chan
- 5Division of Palliative Care, National University Cancer Institute, Singapore
| | - Eric Finkelstein
- 1Lien Centre for Palliative Care.,2Program in Health Services and Systems Research, and
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