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Menezes TP, Prates MO, Assunção R, De Castro MSM. Latent Archetypes of the Spatial Patterns of Cancer. Stat Med 2024. [PMID: 39362794 DOI: 10.1002/sim.10232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 08/02/2024] [Accepted: 09/13/2024] [Indexed: 10/05/2024]
Abstract
The cancer atlas edited by several countries is the main resource for the analysis of the geographic variation of cancer risk. Correlating the observed spatial patterns with known or hypothesized risk factors is time-consuming work for epidemiologists who need to deal with each cancer separately, breaking down the patterns according to sex and race. The recent literature has proposed to study more than one cancer simultaneously looking for common spatial risk factors. However, this previous work has two constraints: they consider only a very small (2-4) number of cancers previously known to share risk factors. In this article, we propose an exploratory method to search for latent spatial risk factors of a large number of supposedly unrelated cancers. The method is based on the singular value decomposition and nonnegative matrix factorization, it is computationally efficient, scaling easily with the number of regions and cancers. We carried out a simulation study to evaluate the method's performance and apply it to cancer atlas from the USA, England, France, Australia, Spain, and Brazil. We conclude that with very few latent maps, which can represent a reduction of up to 90% of atlas maps, most of the spatial variability is conserved. By concentrating on the epidemiological analysis of these few latent maps a substantial amount of work is saved and, at the same time, high-level explanations affecting many cancers simultaneously can be reached.
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Affiliation(s)
| | | | - Renato Assunção
- ESRI Inc., Redlands, California, USA
- Departamento de Ciência da Computação, UFMG, Belo Horizonte, Minas Gerais, Brazil
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Poiseuil M, Molinié F, Dabakuyo-Yonli TS, Laville I, Fauvernier M, Remontet L, Amadeo B, Coureau G. Impact of organized and opportunistic screening on excess mortality and on social inequalities in breast cancer survival. Int J Cancer 2024. [PMID: 39243398 DOI: 10.1002/ijc.35173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 07/22/2024] [Accepted: 07/26/2024] [Indexed: 09/09/2024]
Abstract
In most developed countries, both organized screening (OrgS) and opportunistic screening (OppS) coexist. The literature has extensively covered the impact of organized screening on women's survival after breast cancer. However, the impact of opportunistic screening has been less frequently described due to the challenge of identifying the target population. The aim of this study was to describe the net survival and excess mortality hazard (EMH) in each screening group (OrgS, OppS, or No screening) and to determine whether there is an identical social gradient in each groups. Three data sources (cancer registry, screening coordination centers, and National Health Data System [NHDS]) were used to identify the three screening groups. The European Deprivation Index (EDI) defined the level of deprivation. We modeled excess breast cancer mortality hazard and net survival using penalized flexible models. We observed a higher EMH for "No screening" women compared with the other two groups, regardless of level of deprivation and age at diagnosis. A social gradient appeared for each group at different follow-up times and particularly between 2 and 3 years of follow-up for "OrgS" and "OppS" women. Net survival was higher for "OrgS" women than "OppS" women, especially for the oldest women, and regardless of the deprivation level. This study provides new evidence of the impact of OrgS on net survival and excess mortality hazard after breast cancer, compared with opportunistic screening or no screening, and tends to show that OrgS attenuates the social gradient effect.
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Affiliation(s)
- Marie Poiseuil
- Université Bordeaux, Gironde General Cancer Registry, Bordeaux, France
- Inserm, Bordeaux Population Health, Research Center U1219, Team EPICENE, Bordeaux, France
| | - Florence Molinié
- Loire-Atlantique/Vendée Cancer Registry, Nantes, France
- CERPOP, Université de Toulouse, Toulouse, France
- FRANCIM Network of French Cancer Registries, Toulouse, France
| | - Tienhan Sandrine Dabakuyo-Yonli
- FRANCIM Network of French Cancer Registries, Toulouse, France
- Breast and Gynaecologic Cancer Registry of Côte d'Or, Georges Francois Leclerc Comprehensive Cancer Centre, INSERM U1231, 1 rue Professeur Marion, Dijon, France
- Epidemiology and Quality of Life Research Unit, INSERM U1231, Dijon, France
| | - Isabelle Laville
- Centre Régional de Coordination des Dépistages des Cancers-Nouvelle Aquitaine, site Gironde, Mérignac, France
| | - Mathieu Fauvernier
- Hospices Civils de Lyon, Pôle Santé Publique, Service de Biostatistique-Bioinformatique, Lyon, France
- Biometrics and Evolutionary Biology Laboratory, Biostatistics and Health team, Lyon University, Lyon 1 University, CNRS, UMR 5558, Villeurbanne, France
| | - Laurent Remontet
- Hospices Civils de Lyon, Pôle Santé Publique, Service de Biostatistique-Bioinformatique, Lyon, France
- Biometrics and Evolutionary Biology Laboratory, Biostatistics and Health team, Lyon University, Lyon 1 University, CNRS, UMR 5558, Villeurbanne, France
| | - Brice Amadeo
- Université Bordeaux, Gironde General Cancer Registry, Bordeaux, France
- Inserm, Bordeaux Population Health, Research Center U1219, Team EPICENE, Bordeaux, France
- FRANCIM Network of French Cancer Registries, Toulouse, France
| | - Gaëlle Coureau
- Université Bordeaux, Gironde General Cancer Registry, Bordeaux, France
- Inserm, Bordeaux Population Health, Research Center U1219, Team EPICENE, Bordeaux, France
- FRANCIM Network of French Cancer Registries, Toulouse, France
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Castle PE. Looking Back, Moving Forward: Challenges and Opportunities for Global Cervical Cancer Prevention and Control. Viruses 2024; 16:1357. [PMID: 39339834 PMCID: PMC11435674 DOI: 10.3390/v16091357] [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: 08/05/2024] [Revised: 08/21/2024] [Accepted: 08/22/2024] [Indexed: 09/30/2024] Open
Abstract
Despite the introduction of Pap testing for screening to prevent cervical cancer in the mid-20th century, cervical cancer remains a common cause of cancer-related mortality and morbidity globally. This is primarily due to differences in access to screening and care between low-income and high-income resource settings, resulting in cervical cancer being one of the cancers with the greatest health disparity. The discovery of human papillomavirus (HPV) as the near-obligate viral cause of cervical cancer can revolutionize how it can be prevented: HPV vaccination against infection for prophylaxis and HPV testing-based screening for the detection and treatment of cervical pre-cancers for interception. As a result of this progress, the World Health Organization has championed the elimination of cervical cancer as a global health problem. However, unless research, investments, and actions are taken to ensure equitable global access to these highly effective preventive interventions, there is a real threat to exacerbating the current health inequities in cervical cancer. In this review, the progress to date and the challenges and opportunities for fulfilling the potential of HPV-targeted prevention for global cervical cancer control are discussed.
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Affiliation(s)
- Philip E Castle
- Divisions of Cancer Prevention and Cancer Epidemiology and Genetics, US National Cancer Institute, National Institutes of Health, 9609 Medical Center Dr., Room 5E410, Rockville, MD 20850, USA
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Jeong SM, Jung KW, Park J, Lee HJ, Shin DW, Suh M. Disparities in Overall Survival Rates for Cancers across Income Levels in the Republic of Korea. Cancers (Basel) 2024; 16:2923. [PMID: 39199693 PMCID: PMC11352955 DOI: 10.3390/cancers16162923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Revised: 08/16/2024] [Accepted: 08/20/2024] [Indexed: 09/01/2024] Open
Abstract
BACKGROUND The overall survival rates among cancer patients have been improving. However, the increase in survival is not uniform across socioeconomic status. Thus, we investigated income disparities in the 5-year survival rate (5YSR) in cancer patients and the temporal trends. METHODS This study used a national cancer cohort from 2002 to 2018 that was established by linking the Korea Central Cancer Registry and the National Health Insurance Service (NHIS) claim database to calculate the cancer survival rate by income level in the Republic of Korea. Survival data were available from 2002 onward, and the analysis was based on the actuarial method. We compared the survival of the earliest available 5-year period of 2002-2006 and the latest available 5-year period of 2014-2018, observing until 31 December 2021. Income level was classified into six categories: Medical Aid beneficiaries and five NHIS subtypes according to insurance premium. The slope index of inequality (SII) and relative index of inequality were used to measure absolute and relative differences in 5YSR by income, respectively. RESULTS The 5YSR between the 2002-2006 and 2014-2018 periods for all cancers improved. A significant improvement in 5-year survival rates (5YSR) over the study period was observed in lung, liver, and stomach cancer. The SII of survival rates for lung (17.5, 95% confidence interval (CI) 7.0-28.1), liver (15.1, 95% CI 10.9-19.2), stomach (13.9, 95% CI 3.2-24.7), colorectal (11.4, 95% CI 0.9-22.0), and prostate (10.7, 95% CI 2.5-18.8) cancer was significantly higher, implying higher survival rates as income levels increased. The SII for lung, liver, and stomach cancer increased, while that of thyroid, breast, cervical, prostate, and colorectal cancer decreased over the study period. CONCLUSIONS Although substantial improvement in the 5YSR was observed across cancer types and income levels from 2002 to 2018, this increase was not uniformly distributed across income levels. Our study revealed persistent income disparities in the survival of cancer patients, particularly for lung and liver cancer.
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Affiliation(s)
- Su-Min Jeong
- Department of Medicine, Seoul National University College of Medicine, Seoul 03080, Republic of Korea;
- Department of Family Medicine, Seoul National University Hospital, Seoul 03080, Republic of Korea
| | - Kyu-Won Jung
- National Cancer Control Institute, National Cancer Center, Goyang 10408, Republic of Korea; (K.-W.J.); (J.P.); (H.J.L.)
| | - Juwon Park
- National Cancer Control Institute, National Cancer Center, Goyang 10408, Republic of Korea; (K.-W.J.); (J.P.); (H.J.L.)
| | - Hyeon Ji Lee
- National Cancer Control Institute, National Cancer Center, Goyang 10408, Republic of Korea; (K.-W.J.); (J.P.); (H.J.L.)
| | - Dong Wook Shin
- Department of Clinical Research Design and Evaluation, Samsung Advanced Institute for Health Science and Technology, Sungkyunkwan University School of Medicine, Seoul 06351, Republic of Korea
- Department of Family Medicine, Samsung Medical Center, Seoul 06351, Republic of Korea
- Supportive Care Center, Samsung Medical Center, Seoul 06351, Republic of Korea
| | - Mina Suh
- National Cancer Control Institute, National Cancer Center, Goyang 10408, Republic of Korea; (K.-W.J.); (J.P.); (H.J.L.)
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Aggarwal A, Simcock R, Price P, Rachet B, Lyratzopoulos G, Walker K, Spencer K, Roques T, Sullivan R. NHS cancer services and systems-ten pressure points a UK cancer control plan needs to address. Lancet Oncol 2024; 25:e363-e373. [PMID: 38991599 DOI: 10.1016/s1470-2045(24)00345-0] [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: 05/30/2024] [Revised: 06/12/2024] [Accepted: 06/13/2024] [Indexed: 07/13/2024]
Abstract
In this Policy Review we discuss ten key pressure points in the NHS in the delivery of cancer care services that need to be urgently addressed by a comprehensive national cancer control plan. These pressure points cover areas such as increasing workforce capacity and its productivity, delivering effective cancer survivorship services, addressing variation in quality, fixing the reimbursement system for cancer care, and balancing of the cancer research agenda. These areas have been selected based on their relative importance to ensuring sustainable cancer services, persistence as key issues in the NHS, and their impact on delivering better and more equitable and affordable patient outcomes. Many of these pressure points are not acknowledged explicitly in any current discourse. The evidence we provide points to their impact on the ability to deliver world class cancer care, but also to their amenability to affordable solutions if given the relevant prioritisation and investment. The current narrative needs to move away from a technocentric approach to improving care, to one focused on understanding the complexity of cancer services and the wider health system to drive improvements in survival, quality of life, and experience for patients.
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Affiliation(s)
- Ajay Aggarwal
- Department of Health Services Research and Policy, London School of Hygiene and Tropical Medicine, London, UK; Department of Oncology, Guy's & St Thomas' NHS Trust, London, UK.
| | - Richard Simcock
- Department of Oncology, University Hospitals Sussex NHS Trust, Brighton, UK
| | - Pat Price
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - Bernard Rachet
- Department of Health Services Research and Policy, London School of Hygiene and Tropical Medicine, London, UK
| | | | - Kate Walker
- Department of Health Services Research and Policy, London School of Hygiene and Tropical Medicine, London, UK
| | - Katie Spencer
- Leeds Institute of Health Sciences, University of Leeds, Leeds, UK; Department of Oncology, Leeds Teaching Hospitals NHS Trust, Leeds
| | - Tom Roques
- Department of Oncology, Norfolk and Norwich NHS Foundation Trust, Norwich, UK
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Rashid T, Bennett JE, Muller DC, Cross AJ, Pearson-Stuttard J, Asaria P, Daby HI, Fecht D, Davies B, Ezzati M. Mortality from leading cancers in districts of England from 2002 to 2019: a population-based, spatiotemporal study. Lancet Oncol 2024; 25:86-98. [PMID: 38096890 PMCID: PMC7615518 DOI: 10.1016/s1470-2045(23)00530-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 09/28/2023] [Accepted: 10/10/2023] [Indexed: 01/07/2024]
Abstract
BACKGROUND Cancers are the leading cause of death in England. We aimed to estimate trends in mortality from leading cancers from 2002 to 2019 for the 314 districts in England. METHODS We did a high-resolution spatiotemporal analysis of vital registration data from the UK Office for National Statistics using data on all deaths from the ten leading cancers in England from 2002 to 2019. We used a Bayesian hierarchical model to obtain robust estimates of age-specific and cause-specific death rates. We used life table methods to calculate the primary outcome, the unconditional probability of dying between birth and age 80 years by sex, cancer cause of death, local district, and year. We reported Spearman rank correlations between the probability of dying from a cancer and district-level poverty in 2019. FINDINGS In 2019, the probability of dying from a cancer before age 80 years ranged from 0·10 (95% credible interval [CrI] 0·10-0·11) to 0·17 (0·16-0·18) for women and from 0·12 (0·12-0·13) to 0·22 (0·21-0·23) for men. Variation in the probability of dying was largest for lung cancer among women, being 3·7 times (95% CrI 3·2-4·4) higher in the district with the highest probability than in the district with the lowest probability; and for stomach cancer for men, being 3·2 times (2·6-4·1) higher in the district with the highest probability than in the one with the lowest probability. The variation in the probability of dying was smallest across districts for lymphoma and multiple myeloma (95% CrI 1·2 times [1·1-1·4] higher in the district with the highest probability than the lowest probability for women and 1·2 times [1·0-1·4] for men), and leukaemia (1·1 times [1·0-1·4] for women and 1·2 times [1·0-1·5] for men). The Spearman rank correlation between probability of dying from a cancer and district poverty was 0·74 (95% CrI 0·72-0·76) for women and 0·79 (0·78-0·81) for men. From 2002 to 2019, the overall probability of dying from a cancer declined in all districts: the reductions ranged from 6·6% (95% CrI 0·3-13·1) to 30·1% (25·6-34·5) for women and from 12·8% (7·1-18·8) to 36·7% (32·2-41·2) for men. However, there were increases in mortality for liver cancer among men, lung cancer and corpus uteri cancer among women, and pancreatic cancer in both sexes in some or all districts with posterior probability greater than 0·80. INTERPRETATION Cancers with modifiable risk factors and potential for screening for precancerous lesions had heterogeneous trends and the greatest geographical inequality. To reduce these inequalities, factors affecting both incidence and survival need to be addressed at the local level. FUNDING Wellcome Trust, Imperial College London, UK Medical Research Council, and the National Institute of Health Research.
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Affiliation(s)
- Theo Rashid
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK; MRC Centre for Environment and Health, Imperial College London, London, UK
| | - James E Bennett
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK; MRC Centre for Environment and Health, Imperial College London, London, UK
| | - David C Muller
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK; MRC Centre for Environment and Health, Imperial College London, London, UK
| | - Amanda J Cross
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK; Department of Surgery and Cancer, Imperial College London, London, UK
| | - Jonathan Pearson-Stuttard
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK; MRC Centre for Environment and Health, Imperial College London, London, UK; Health Analytics, Lane Clark and Peacock, London, UK
| | - Perviz Asaria
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK; MRC Centre for Environment and Health, Imperial College London, London, UK; Department of Cardiology, Imperial College NHS Trust, London, UK
| | - Hima Iyathooray Daby
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK; MRC Centre for Environment and Health, Imperial College London, London, UK; UK Small Area Health Statistics Unit, Imperial College London, London, UK
| | - Daniela Fecht
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK; MRC Centre for Environment and Health, Imperial College London, London, UK; UK Small Area Health Statistics Unit, Imperial College London, London, UK
| | - Bethan Davies
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK; MRC Centre for Environment and Health, Imperial College London, London, UK; UK Small Area Health Statistics Unit, Imperial College London, London, UK
| | - Majid Ezzati
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK; MRC Centre for Environment and Health, Imperial College London, London, UK; Abdul Latif Jameel Institute for Disease and Emergency Analytics, Imperial College London, London, UK; Regional Institute for Population Studies, University of Ghana, Accra, Ghana.
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Aggarwal A, Choudhury A, Fearnhead N, Kearns P, Kirby A, Lawler M, Quinlan S, Palmieri C, Roques T, Simcock R, Walter FM, Price P, Sullivan R. The future of cancer care in the UK-time for a radical and sustainable National Cancer Plan. Lancet Oncol 2024; 25:e6-e17. [PMID: 37977167 DOI: 10.1016/s1470-2045(23)00511-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 09/25/2023] [Accepted: 09/26/2023] [Indexed: 11/19/2023]
Abstract
Cancer affects one in two people in the UK and the incidence is set to increase. The UK National Health Service is facing major workforce deficits and cancer services have struggled to recover after the COVID-19 pandemic, with waiting times for cancer care becoming the worst on record. There are severe and widening disparities across the country and survival rates remain unacceptably poor for many cancers. This is at a time when cancer care has become increasingly complex, specialised, and expensive. The current crisis has deep historic roots, and to be reversed, the scale of the challenge must be acknowledged and a fundamental reset is required. The loss of a dedicated National Cancer Control Plan in England and Wales, poor operationalisation of plans elsewhere in the UK, and the closure of the National Cancer Research Institute have all added to a sense of strategic misdirection. The UK finds itself at a crossroads, where the political decisions of governments, the cancer community, and research funders will determine whether we can, together, achieve equitable, affordable, and high-quality cancer care for patients that is commensurate with our wealth, and position our outcomes among the best in the world. In this Policy Review, we describe the challenges and opportunities that are needed to develop radical, yet sustainable plans, which are comprehensive, evidence-based, integrated, patient-outcome focused, and deliver value for money.
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Affiliation(s)
- Ajay Aggarwal
- Department of Health Services Research & Policy, London School of Hygiene and Tropical Medicine, London, UK
| | - Ananya Choudhury
- Department of Clinical Oncology and Division of Cancer Sciences, The Christie NHS Foundation Trust, Manchester, UK
| | - Nicola Fearnhead
- Department of Colorectal Surgery, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Pam Kearns
- Institute of Cancer and Genomic Sciences NIHR Birmingham Biomedical Research Centre, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Anna Kirby
- Department of Radiotherapy, Royal Marsden Hospital, London, UK
| | - Mark Lawler
- Patrick G Johnston Centre for Cancer Research, Queens University Belfast Belfast, UK
| | | | - Carlo Palmieri
- The Clatterbridge Cancer Centre NHS Foundation Trust, & Department of Molecular and Clinical Cancer Medicine, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK
| | - Tom Roques
- Royal College of Radiologists & Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich, UK
| | - Richard Simcock
- University Hospitals Sussex NHS Foundation Trust, Brighton, UK
| | - Fiona M Walter
- Wolfson Institute of Population Health, Faculty of Medicine & Dentistry, Queen Mary University of London, London, UK
| | - Pat Price
- Department of Surgery and Cancer, Imperial College London, London, UK.
| | - Richard Sullivan
- Institute of Cancer Policy, Centre for Cancer, Society & Public Health, King's College London, London, UK
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Ling S, Luque Fernandez MA, Quaresma M, Belot A, Rachet B. Inequalities in treatment among patients with colon and rectal cancer: a multistate survival model using data from England national cancer registry 2012-2016. Br J Cancer 2024; 130:88-98. [PMID: 37741899 PMCID: PMC10781675 DOI: 10.1038/s41416-023-02440-6] [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: 04/06/2023] [Revised: 09/07/2023] [Accepted: 09/13/2023] [Indexed: 09/25/2023] Open
Abstract
BACKGROUND Individual and tumour factors only explain part of observed inequalities in colorectal cancer survival in England. This study aims to investigate inequalities in treatment in patients with colorectal cancer. METHODS All patients diagnosed with colorectal cancer in England between 2012 and 2016 were followed up from the date of diagnosis (state 1), to treatment (state 2), death (state 3) or censored at 1 year after the diagnosis. A multistate approach with flexible parametric model was used to investigate the effect of income deprivation on the probability of remaining alive and treated in colorectal cancer. RESULTS Compared to the least deprived quintile, the most deprived with stage I-IV colorectal cancer had a lower probability of being alive and treated at all the time during follow-up, and a higher probability of being untreated and of dying. The probability differences (most vs. least deprived) of being alive and treated at 6 months ranged between -2.4% (95% CI: -4.3, -1.1) and -7.4% (-9.4, -5.3) for colon; between -2.0% (-3.5, -0.4) and -6.2% (-8.9, -3.5) for rectal cancer. CONCLUSION Persistent inequalities in treatment were observed in patients with colorectal cancer at every stage, due to delayed access to treatment and premature death.
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Affiliation(s)
- Suping Ling
- Inequalities in Cancer Outcome Network (ICON) group, Department of Non-communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, Keppel Street, WC1E 7HT, London, United Kingdom.
| | - Miguel-Angel Luque Fernandez
- Inequalities in Cancer Outcome Network (ICON) group, Department of Non-communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, Keppel Street, WC1E 7HT, London, United Kingdom
| | - Manuela Quaresma
- Inequalities in Cancer Outcome Network (ICON) group, Department of Non-communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, Keppel Street, WC1E 7HT, London, United Kingdom
| | - Aurelien Belot
- Inequalities in Cancer Outcome Network (ICON) group, Department of Non-communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, Keppel Street, WC1E 7HT, London, United Kingdom
| | - Bernard Rachet
- Inequalities in Cancer Outcome Network (ICON) group, Department of Non-communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, Keppel Street, WC1E 7HT, London, United Kingdom
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9
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Ilic I, Ilic M. International patterns and trends in the brain cancer incidence and mortality: An observational study based on the global burden of disease. Heliyon 2023; 9:e18222. [PMID: 37519769 PMCID: PMC10372320 DOI: 10.1016/j.heliyon.2023.e18222] [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: 01/10/2023] [Revised: 07/09/2023] [Accepted: 07/12/2023] [Indexed: 08/01/2023] Open
Abstract
Background Brain cancer is a serious issue in the global burden of diseases. This observational research aimed to assess trends of the brain cancer incidence and mortality in the world in the period 1990-2019. Methods Brain cancer incidence and mortality data were retrieved from the Global Burden of Disease 2019 study database. The joinpoint regression analysis was done to assess the brain cancer indicence and mortality trends: the average annual percent change (AAPC) along with its 95% confidence interval (95% CI) was calculated. Results In both sexes, the highest age-standardized rates of incidence and mortality were found in high-income regions (Europe and America), while the lowest were observed in the African Region. A significant rise in brain cancer incidence rates both in males and females was observed in all regions, with one exception of a significantly decreased trend only among males in the South-East Asia Region. Among countries with increased trends in incidence and mortality from brain cancer, Cuba experienced the most marked increase in both incidence (AAPC = +5.7% in males and AAPC = +5.4% in females) and mortality rates (AAPC = +5.5% in males and AAPC = +5.1% in females). Among countries that experienced a decline in brain cancer incidence and mortality, Hungary and Greenland showed the most marked decline in both sexes (equally by -1.0%). Conclusion Brain cancer shows increasing global incidence rates in both sexes and represents a priority for prevention and further research.
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Affiliation(s)
- Irena Ilic
- Faculty of Medicine, University of Belgrade, Serbia
| | - Milena Ilic
- Department of Epidemiology, Faculty of Medical Sciences, University of Kragujevac, Serbia
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10
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Seoud M, Jaafar I, Hamadeh R, Ammar W, Atallah D, El-Kak F. Feasibility of implementing cytology-based cervical cancer screening national program in Lebanon: A pilot study. Int J Gynaecol Obstet 2023; 161:86-92. [PMID: 36183305 DOI: 10.1002/ijgo.14489] [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: 01/12/2022] [Revised: 09/05/2022] [Accepted: 09/26/2022] [Indexed: 11/11/2022]
Abstract
OBJECTIVE To review our national cervical cancer screening program using existing Ministry of Public Health primary healthcare centers (PHCs) and report the impact of women's knowledge, attitude, behavior, and practices on screening uptake and outcome. METHODS A cross-sectional study on cervical cancer screening offered to sexually active Lebanese women aged 21 years and above visiting PHCs. Exclusions were history of complete hysterectomy, gynecologic cancers, and current pregnancy. Data were collected through a questionnaire and conventional cervical smear performed by trained healthcare providers and sent to one centralized cytopathology laboratory. RESULTS Of 12 273 eligible women, 1.7% had an abnormal cervical smear test including 161 atypical squamous cells (ASC) of undetermined significance, 6 atypical glandular cells of undetermined significance, 16 low-grade squamous intraepithelial lesion (SIL), 17 ASC-cannot rule out high-grade SIL, 11 high-grade SIL, and one invasive carcinoma. Knowledge and attitudes significantly affected participation in screening; women lacking awareness had rarely undergone a cervical smear. CONCLUSION In Lebanon, cytology-based cervical cancer screening is feasible within the PHCs. Positive screen incidence was low. Despite previous campaigns, a low level of knowledge persists, and affects women's com with the screening guidelines. Advocacy and awareness activities by key healthcare providers may help to improve participation.
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Affiliation(s)
- Muhieddine Seoud
- Department of Obstetrics and Gynecology, American University of Beirut Medical Center, Beirut, Lebanon.,Sheikh Shakhbout Medical City-Mayo Clinic, Abu Dhabi, United Arab Emirates
| | - Iman Jaafar
- Epidemiology Department, Cancer Center, Scientific Institute of Public Health, Brussels, Belgium
| | | | | | - David Atallah
- Department of Obstetrics and Gynecology, Hotel Dieu de France, Beirut, Lebanon
| | - Faysal El-Kak
- Department of Obstetrics and Gynecology, American University of Beirut Medical Center, Beirut, Lebanon
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11
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Odani S, Tabuchi T, Nakaya T, Morishima T, Nakata K, Kuwabara Y, Saito MK, Ma C, Miyashiro I. Socioeconomic disparities in cancer survival: Relation to stage at diagnosis, treatment, and centralization of patients to accredited hospitals, 2005-2014, Japan. Cancer Med 2023; 12:6077-6091. [PMID: 36229942 PMCID: PMC10028172 DOI: 10.1002/cam4.5332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 09/09/2022] [Accepted: 09/25/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Cancer survival varies by socioeconomic status in Japan. We examined the extent to which survival disparities are explained by factors relevant to cancer control measures (promoting early-stage detection, standardizing treatment, and centralizing patients to government-accredited cancer hospitals [ACHs]). METHODS From the Osaka Cancer Registry, patients diagnosed with solid malignant tumors during 2005-2014 and aged 15-84 years (N = 376,077) were classified into quartiles using the Area Deprivation Index (ADI). Trends in inequalities were assessed for potentially associated factors: early-stage detection, treatment modality, and utilization of ACH (for first contact/diagnosis/treatment). 3-year all-cause survival was computed by the ADI quartile. Multivariable Cox regression models were used to assess survival disparities and their trends through a series of adjustment for the potentially associated factors. RESULTS During 2005-2014, the most deprived ADI quartile had lower rates than the least deprived quartile for early-stage detection (42.6% vs. 48.7%); receipt of surgery (58.1% vs. 64.1%); and utilization of ACH (83.5% vs. 88.4%). While rate differences decreased for receipt of surgery and utilization of ACH (Annual Percent Change = -3.2 and - 11.9, respectively) over time, it remained unchanged for early-stage detection. During 2012-2014, the most deprived ADI quartile had lower 3-year survival than the least deprived (59.0% vs. 69.4%) and higher mortality (Hazard Ratio [HR] = 1.32, adjusted for case-mix): this attenuated with additional adjustment for stage at diagnosis (HR = 1.23); treatment modality (HR = 1.20); and utilization of ACH (HR = 1.19) CONCLUSIONS: Despite improvements in equalizing access to quality cancer care during 2005-2014, survival disparities remained. Interventions to reduce inequalities in early-stage detection could ameliorate such gaps.
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Affiliation(s)
- Satomi Odani
- Cancer Control Center, Osaka International Cancer Institute, Osaka, Japan
- Department of Oncology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Takahiro Tabuchi
- Cancer Control Center, Osaka International Cancer Institute, Osaka, Japan
| | - Tomoki Nakaya
- Graduate School of Environmental Studies, Tohoku University, Sendai, Japan
| | | | - Kayo Nakata
- Cancer Control Center, Osaka International Cancer Institute, Osaka, Japan
| | - Yoshihiro Kuwabara
- Cancer Control Center, Osaka International Cancer Institute, Osaka, Japan
| | | | - Chaochen Ma
- Cancer Control Center, Osaka International Cancer Institute, Osaka, Japan
| | - Isao Miyashiro
- Cancer Control Center, Osaka International Cancer Institute, Osaka, Japan
- Department of Oncology, Osaka University Graduate School of Medicine, Suita, Japan
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12
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Sullivan R, Aggarwal A. Proposal to scrap England's long term plan for cancer. BMJ 2023; 380:326. [PMID: 36792136 DOI: 10.1136/bmj.p326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
Affiliation(s)
- Richard Sullivan
- Institute of Cancer Policy, Global Oncology Group, King's College London, UK
| | - Ajay Aggarwal
- Department of Health Services Research and Policy, London School of Hygiene and Tropical Medicine, London, UK
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13
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Delapierre B, Troussard X, Damaj G, Dejardin O, Tron L. Role of social status and social environment on net survival in patients with chronic lymphocytic leukemia: A high-resolution population-based study. Cancer Epidemiol 2023; 82:102292. [PMID: 36410088 DOI: 10.1016/j.canep.2022.102292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 11/02/2022] [Accepted: 11/05/2022] [Indexed: 11/19/2022]
Abstract
BACKGROUND The prognostic roles of social status and social environment in chronic lymphocytic leukemia have been highlighted in some solid tumors but remain unclear in hematological malignancies. The objective of this study was to evaluate the influence of individual social status (with socioprofessional category, SPC) and social environment (with European deprivation index, EDI) on net survival in a high-resolution population with CLL. METHODS We included CLL patients from the Regional Register of Hematological Malignancies in Normandy belonging to the French Network of Cancer Registries (Francim). The SPC variable was divided into 5 categories: farmers, craftsmen, higher employment, intermediate employment, and workers/employees. Net survival was used to estimate the excess of mortality in CLL independent of other possible causes of death using French life tables. Net survival was estimated with a nonparametric method (Pohar-Perme) and with a flexible excess mortality hazard model. Missing data were handled with multiple imputation. RESULTS A total of 780 patients were included. The median follow-up was 7.9 years. The crude survival at 10 years was 50%, and the net survival at 10 years was 80%. In multivariate analysis, a higher age (EHR: 1.04 [1.01-1.07]), being a craftsman (EHRcraftsmen/higher.employment: 4.15 [0.86-20.15]), being a worker or an employee (EHRworkers.employees/higher.employment: 3.57 [1.19-10.7]), having a Binet staging of B or C (EHR: 3.43 [1.84-6.42]) and having a lymphocyte count > 15 G/L (EHR: 3.80 [2.17-6.65]) were statistically associated with a higher risk of excess mortality. EDI was not associated with excess mortality (EHR: 0.97 [0.90-1.04]). CONCLUSION Socioprofessional category was a prognostic factor for an excess of mortality in CLL. Craftsmen and workers/employees shared a worse prognosis than workers with higher employment. The social environment was not a prognostic factor. Further work should be performed to explore causal epidemiologic or biological factors and other hematological malignancies.
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Affiliation(s)
- B Delapierre
- Department of Hematology, Institut d'hématologie de Basse-Normandie, University Hospital, Normandy University, School of Medicine, Caen, France; Department of Research, University Hospital, Caen, France; ANTICIPE U1086 Inserm-University of Caen, Centre François Baclesse, Caen, France.
| | - X Troussard
- Department of Research, University Hospital, Caen, France; Laboratory of Hematology, University Hospital, Caen, France; Registre Régional des Hémopathies malignes de Basse-Normandie, University Hospital of Caen, Caen, France
| | - G Damaj
- Department of Hematology, Institut d'hématologie de Basse-Normandie, University Hospital, Normandy University, School of Medicine, Caen, France; Department of Research, University Hospital, Caen, France
| | - O Dejardin
- Department of Research, University Hospital, Caen, France; ANTICIPE U1086 Inserm-University of Caen, Centre François Baclesse, Caen, France
| | - L Tron
- ANTICIPE U1086 Inserm-University of Caen, Centre François Baclesse, Caen, France
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14
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Tron L, Remontet L, Fauvernier M, Rachet B, Belot A, Launay L, Merville O, Molinié F, Dejardin O, Launoy G. Is the Social Gradient in Net Survival Observed in France the Result of Inequalities in Cancer-Specific Mortality or Inequalities in General Mortality? Cancers (Basel) 2023; 15:659. [PMID: 36765616 PMCID: PMC9913401 DOI: 10.3390/cancers15030659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 01/11/2023] [Accepted: 01/17/2023] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND In cancer net survival analyses, if life tables (LT) are not stratified based on socio-demographic characteristics, then the social gradient in mortality in the general population is ignored. Consequently, the social gradient estimated on cancer-related excess mortality might be inaccurate. We aimed to evaluate whether the social gradient in cancer net survival observed in France could be attributable to inaccurate LT. METHODS Deprivation-specific LT were simulated, applying the social gradient in the background mortality due to external sources to the original French LT. Cancer registries' data from a previous French study were re-analyzed using the simulated LT. Deprivation was assessed according to the European Deprivation Index (EDI). Net survival was estimated by the Pohar-Perme method and flexible excess mortality hazard models by using multidimensional penalized splines. RESULTS A reduction in net survival among patients living in the most-deprived areas was attenuated with simulated LT, but trends in the social gradient remained, except for prostate cancer, for which the social gradient reversed. Flexible modelling additionally showed a loss of effect of EDI upon the excess mortality hazard of esophagus, bladder and kidney cancers in men and bladder cancer in women using simulated LT. CONCLUSIONS For most cancers the results were similar using simulated LT. However, inconsistent results, particularly for prostate cancer, highlight the need for deprivation-specific LT in order to produce accurate results.
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Affiliation(s)
- Laure Tron
- ANTICIPE U1086 INSERM-UCN, Equipe Labellisée Ligue Contre le Cancer, Centre François Baclesse, Normandie Université UNICAEN, 14000 Caen, France
| | - Laurent Remontet
- Service de Biostatistique—Bioinformatique, Pôle Santé Publique, Hospices Civils de Lyon, 69000 Lyon, France
- University of Lyon, 69000 Lyon, France
- University of Lyon 1, 69100 Villeurbanne, France
- Équipe Biostatistique-Santé, Laboratoire de Biométrie et Biologie Évolutive, CNRS, UMR 5558, 69100 Villeurbanne, France
| | - Mathieu Fauvernier
- Service de Biostatistique—Bioinformatique, Pôle Santé Publique, Hospices Civils de Lyon, 69000 Lyon, France
- University of Lyon, 69000 Lyon, France
- University of Lyon 1, 69100 Villeurbanne, France
- Équipe Biostatistique-Santé, Laboratoire de Biométrie et Biologie Évolutive, CNRS, UMR 5558, 69100 Villeurbanne, France
| | - Bernard Rachet
- Inequalities in Cancer Outcomes Network, Department of Non-Communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
| | - Aurélien Belot
- Inequalities in Cancer Outcomes Network, Department of Non-Communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
| | - Ludivine Launay
- ANTICIPE U1086 INSERM-UCN, Equipe Labellisée Ligue Contre le Cancer, Centre François Baclesse, Normandie Université UNICAEN, 14000 Caen, France
| | - Ophélie Merville
- ANTICIPE U1086 INSERM-UCN, Equipe Labellisée Ligue Contre le Cancer, Centre François Baclesse, Normandie Université UNICAEN, 14000 Caen, France
| | - Florence Molinié
- French Network of Cancer Registries (FRANCIM), 31000 Toulouse, France
- Loire-Atlantique-Vendée Cancer Registry, 44000 Nantes, France
- Centre d’Epidémiologie et de Recherche en santé des POPulations (CERPOP) UMR1295, Université de Toulouse Paul Sabatier, Inserm, 31000 Toulouse, France
| | - Olivier Dejardin
- ANTICIPE U1086 INSERM-UCN, Equipe Labellisée Ligue Contre le Cancer, Centre François Baclesse, Normandie Université UNICAEN, 14000 Caen, France
- Research Department, Caen University Hospital Centre, 14000 Caen, France
| | - Francim Group
- French Network of Cancer Registries (FRANCIM), 31000 Toulouse, France
| | - Guy Launoy
- ANTICIPE U1086 INSERM-UCN, Equipe Labellisée Ligue Contre le Cancer, Centre François Baclesse, Normandie Université UNICAEN, 14000 Caen, France
- French Network of Cancer Registries (FRANCIM), 31000 Toulouse, France
- Research Department, Caen University Hospital Centre, 14000 Caen, France
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15
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Giannakou K, Lamnisos D. Small-Area Geographic and Socioeconomic Inequalities in Colorectal Cancer in Cyprus. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 20:341. [PMID: 36612661 PMCID: PMC9819875 DOI: 10.3390/ijerph20010341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 12/15/2022] [Indexed: 06/17/2023]
Abstract
Colorectal cancer (CRC) is one of the leading causes of death and morbidity worldwide. To date, the relationship between regional deprivation and CRC incidence or mortality has not been studied in the population of Cyprus. The objective of this study was to analyse the geographical variation of CRC incidence and mortality and its possible association with socioeconomic inequalities in Cyprus for the time period of 2000-2015. This is a small-area ecological study in Cyprus, with census tracts as units of spatial analysis. The incidence date, sex, age, postcode, primary site, death date in case of death, or last contact date of all alive CRC cases from 2000-2015 were obtained from the Cyprus Ministry of Health's Health Monitoring Unit. Indirect standardisation was used to calculate the sex and age Standardise Incidence Ratios (SIRs) and Standardised Mortality Ratios (SMRs) of CRC while the smoothed values of SIRs, SMRs, and Mortality to Incidence ratio (M/I ratio) were estimated using the univariate Bayesian Poisson log-linear spatial model. To evaluate the association of CRC incidence and mortality rate with socioeconomic deprivation, we included the national socioeconomic deprivation index as a covariate variable entering in the model either as a continuous variable or as a categorical variable representing quartiles of areas with increasing levels of socioeconomic deprivation. The results showed that there are geographical areas having 15% higher SIR and SMR, with most of those areas located on the east coast of the island. We found higher M/I ratio values in the rural, remote, and less dense areas of the island, while lower rates were observed in the metropolitan areas. We also discovered an inverted U-shape pattern in CRC incidence and mortality with higher rates in the areas classified in the second quartile (Q2-areas) of the socioeconomic deprivation index and lower rates in rural, remote, and less dense areas (Q4-areas). These findings provide useful information at local and national levels and inform decisions about resource allocation to geographically targeted prevention and control plans to increase CRC screening and management.
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Nolte E, Morris M, Landon S, McKee M, Seguin M, Butler J, Lawler M. Exploring the link between cancer policies and cancer survival: a comparison of International Cancer Benchmarking Partnership countries. Lancet Oncol 2022; 23:e502-e514. [PMID: 36328024 DOI: 10.1016/s1470-2045(22)00450-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 06/30/2022] [Accepted: 07/07/2022] [Indexed: 11/06/2022]
Abstract
Cancer policy differences might help to explain international variation in cancer survival, but empirical evidence is scarce. We reviewed cancer policies in 20 International Cancer Benchmarking Partnership jurisdictions in seven countries and did exploratory analyses linking an index of cancer policy consistency over time, with monitoring and implementation mechanisms, to survival from seven cancers in a subset of ten jurisdictions from 1995 to 2014. All ten jurisdictions had structures in place to oversee or deliver cancer control policies and had published at least one major cancer plan. Few cancer plans had explicit budgets for implementation or mandated external evaluation. Cancer policy consistency was positively correlated with improvements in survival over time for six of the seven cancer sites. Jurisdictions that scored the highest on policy consistency had large improvements in survival for most sites. Our analysis provides an important first step to systematically capture and evaluate what are inherently complex policy processes. The findings can help guide policy makers seeking approaches and frameworks to improve cancer services and, ultimately, cancer outcomes.
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Affiliation(s)
- Ellen Nolte
- Department of Health Services Research and Policy, Faculty of Public Health and Policy, London School of Hygiene & Tropical Medicine, London, UK.
| | - Melanie Morris
- Department of Health Services Research and Policy, Faculty of Public Health and Policy, London School of Hygiene & Tropical Medicine, London, UK
| | - Susan Landon
- Department of Health Services Research and Policy, Faculty of Public Health and Policy, London School of Hygiene & Tropical Medicine, London, UK
| | - Martin McKee
- Department of Health Services Research and Policy, Faculty of Public Health and Policy, London School of Hygiene & Tropical Medicine, London, UK
| | - Maureen Seguin
- Department of Health Services Research and Policy, Faculty of Public Health and Policy, London School of Hygiene & Tropical Medicine, London, UK
| | - John Butler
- The Royal Marsden Hospital, London, UK; Cancer Research UK, London, UK
| | - Mark Lawler
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, UK
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17
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Holdroyd I, Vodden A, Srinivasan A, Kuhn I, Bambra C, Ford JA. Systematic review of the effectiveness of the health inequalities strategy in England between 1999 and 2010. BMJ Open 2022; 12:e063137. [PMID: 36134765 PMCID: PMC9472114 DOI: 10.1136/bmjopen-2022-063137] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 08/12/2022] [Indexed: 01/08/2023] Open
Abstract
OBJECTIVES The purpose of this systematic review is to explore the effectiveness of the National Health Inequality Strategy, which was conducted in England between 1999 and 2010. DESIGN Three databases (Ovid Medline, Embase and PsycINFO) and grey literature were searched for articles published that reported on changes in inequalities in health outcomes in England over the implementation period. Articles published between January 1999 and November 2021 were included. Title and abstracts were screened according to an eligibility criteria. Data were extracted from eligible studies, and risk of bias was assessed using the Risk of Bias in Non-randomized Studies of Interventions tool. RESULTS The search strategy identified 10 311 unique studies, which were screened. 42 were reviewed in full text and 11 were included in the final review. Six studies contained data on inequalities of life expectancy or mortality, four on disease-specific mortality, three on infant mortality and three on morbidities. Early government reports suggested that inequalities in life expectancy and infant mortality had increased. However, later publications using more accurate data and more appropriate measures found that absolute and relative inequalities had decreased throughout the strategy period for both measures. Three of four studies found a narrowing of inequalities in all-cause mortality. Absolute inequalities in mortality due to cancer and cardiovascular disease decreased, but relative inequalities increased. There was a lack of change, or widening of inequalities in mental health, self-reported health, health-related quality of life and long-term conditions. CONCLUSIONS With respect to its aims, the strategy was broadly successful. Policymakers should take courage that progress on health inequalities is achievable with long-term, multiagency, cross-government action. TRIAL REGISTRATION NUMBER This study was registered in PROSPERO (CRD42021285770).
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Affiliation(s)
- Ian Holdroyd
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Alice Vodden
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
- University College London Hospitals NHS Foundation Trust, London, UK
| | - Akash Srinivasan
- Imperial College London Faculty of Medicine, South Kensington Campus, London, UK
| | - Isla Kuhn
- Medical Library, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Clare Bambra
- Newcastle University Population Health Sciences Institute, Newcastle upon Tyne, UK
| | - John Alexander Ford
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
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18
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Cooke S, Nelson D, Green H, McPeake K, Gussy M, Kane R. Rapid systematic review on developing web-based interventions to support people affected by cancer. BMJ Open 2022; 12:e062026. [PMID: 36691118 PMCID: PMC9454073 DOI: 10.1136/bmjopen-2022-062026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 07/21/2022] [Indexed: 01/28/2023] Open
Abstract
OBJECTIVE To systematically identify and explore the existing evidence to inform the development of web-based interventions to support people affected by cancer (PABC). DESIGN A rapid review design was employed in accordance with the guidance produced by the Cochrane Rapid Reviews Methods Group and reported using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses checklist. A rapid review was chosen due to the need for a timely evidence synthesis to underpin the subsequent development of a digital resource (Shared Lives: Cancer) as part of an ongoing funded project. METHODS AND OUTCOMES Keyword searches were performed in MEDLINE to identify peer-reviewed literature that reported primary data on the development of web-based interventions designed to support PABC. The review included peer-reviewed studies published in English with no limits set on publication date or geography. Key outcomes included any primary data that reported on the design, usability, feasibility, acceptability, functionality and user experience of web-based resource development. RESULTS Ten studies were identified that met the pre-specified eligibility criteria. All studies employed an iterative, co-design approach underpinned by either quantitative, qualitative or mixed methods. The findings were grouped into the following overarching themes: (1) exploring current evidence, guidelines and theory, (2) identifying user needs and preferences and (3) evaluating the usability, feasibility and acceptability of resources. Resources should be informed by the experiences of a wide range of end-users taking into consideration current guidelines and theory early in the design process. Resource design and content should be developed around the user's needs and preferences and evaluated through usability, feasibility or acceptability testing using quantitative, qualitative or mixed methods. CONCLUSION The findings of this rapid review provide novel methodological insights into the approaches used to design web-based interventions to support PABC. Our findings have the potential to inform and guide researchers when considering the development of future digital health resources. TRIAL REGISTRATION NUMBER The review protocol was registered on the Open Science Framework (https://osf.io/ucvsz).
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Affiliation(s)
- Samuel Cooke
- School of Health and Social Care, University of Lincoln, Lincoln, UK
| | - David Nelson
- Lincoln International Institute for Rural Health, University of Lincoln, Lincoln, UK
- Macmillan Cancer Support, London, UK
| | - Heidi Green
- School of Health and Social Care, University of Lincoln, Lincoln, UK
| | - Kathie McPeake
- Macmillan Cancer Support, London, UK
- NHS Lincolnshire Clinical Commissioning Group, Lincoln, UK
| | - Mark Gussy
- Lincoln International Institute for Rural Health, University of Lincoln, Lincoln, UK
| | - Ros Kane
- School of Health and Social Care, University of Lincoln, Lincoln, UK
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Mako M, Gurney J, Goza M, Ruka M, Scott N, Thompson G, Sarfati D. Te Aho o Te Kahu: weaving equity into national-level cancer control. Lancet Oncol 2022; 23:e427-e434. [PMID: 36055311 DOI: 10.1016/s1470-2045(22)00279-0] [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: 02/09/2022] [Revised: 04/14/2022] [Accepted: 04/20/2022] [Indexed: 11/21/2022]
Abstract
The purpose of this manuscript was to consider how mainstream health organisations can develop structures, processes, and functions to address inequity, using the New Zealand Cancer Control Agency (Te Aho o Te Kahu) as an example. In New Zealand (Aotearoa), as in other countries, inequities in cancer incidence and outcomes exist between population groups, including for indigenous populations. Despite much discussion regarding the need to address racial inequities, often the proposed solutions are at operational or programmatic levels, and disadvantaged communities are unable to have much of a say in the system design and service delivery of these solutions. The establishment of a dedicated cancer control agency has created a unique opportunity to centralise principles and approaches to achieving equity within the core functions of the agency, and enabled a new method of approaching cancer control with the aim of achieving equity for the most disadvantaged populations. Using a framework based on the founding agreement between New Zealand's Indigenous Māori people and the British Government (Te Tiriti o Waitangi), we consider how health system organisations can develop structures, processes, and functions to achieve equity, and summarise how this new agency has been shaped to achieve these objectives for Māori people in particular, including the innovative and equity-first approach to organisational structure and focus. Within this framework, we highlight the key equity-focused work programmes, initiatives, and other actions taken since the inception of the agency. Finally, we discuss the ongoing equity-related challenges the agency faces, as well as the current and future opportunities for achieving equity in health outcomes.
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Affiliation(s)
- Michelle Mako
- Te Aho o Te Kahu Cancer Control Agency, Wellington, New Zealand
| | - Jason Gurney
- Te Aho o Te Kahu Cancer Control Agency, Wellington, New Zealand; Department of Public Health, University of Otago, Wellington, New Zealand; National Māori Cancer Leadership Network (Hei Āhuru Mōwa), Hamilton, New Zealand.
| | - Moahia Goza
- National Māori Cancer Leadership Network (Hei Āhuru Mōwa), Hamilton, New Zealand
| | - Myra Ruka
- National Māori Cancer Leadership Network (Hei Āhuru Mōwa), Hamilton, New Zealand; Waikato District Health Board, Hamilton, New Zealand
| | - Nina Scott
- National Māori Cancer Leadership Network (Hei Āhuru Mōwa), Hamilton, New Zealand; Waikato District Health Board, Hamilton, New Zealand
| | - Gary Thompson
- National Māori Cancer Leadership Network (Hei Āhuru Mōwa), Hamilton, New Zealand
| | - Diana Sarfati
- Te Aho o Te Kahu Cancer Control Agency, Wellington, New Zealand
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20
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Baade PD, Fowler H, Kou K, Dunn J, Chambers SK, Pyke C, Aitken JF. A prognostic survival model for women diagnosed with invasive breast cancer in Queensland, Australia. Breast Cancer Res Treat 2022; 195:191-200. [PMID: 35896851 PMCID: PMC9374611 DOI: 10.1007/s10549-022-06682-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Accepted: 07/06/2022] [Indexed: 12/24/2022]
Abstract
PURPOSE Prognostic models can help inform patients on the future course of their cancer and assist the decision making of clinicians and patients in respect to management and treatment of the cancer. In contrast to previous studies considering survival following treatment, this study aimed to develop a prognostic model to quantify breast cancer-specific survival at the time of diagnosis. METHODS A large (n = 3323), population-based prospective cohort of women were diagnosed with invasive breast cancer in Queensland, Australia between 2010 and 2013, and followed up to December 2018. Data were collected through a validated semi-structured telephone interview and a self-administered questionnaire, along with data linkage to the Queensland Cancer Register and additional extraction from medical records. Flexible parametric survival models, with multiple imputation to deal with missing data, were used. RESULTS Key factors identified as being predictive of poorer survival included more advanced stage at diagnosis, higher tumour grade, "triple negative" breast cancers, and being symptom-detected rather than screen detected. The Harrell's C-statistic for the final predictive model was 0.84 (95% CI 0.82, 0.87), while the area under the ROC curve for 5-year mortality was 0.87. The final model explained about 36% of the variation in survival, with stage at diagnosis alone explaining 26% of the variation. CONCLUSIONS In addition to confirming the prognostic importance of stage, grade and clinical subtype, these results highlighted the independent survival benefit of breast cancers diagnosed through screening, although lead and length time bias should be considered. Understanding what additional factors contribute to the substantial unexplained variation in survival outcomes remains an important objective.
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Affiliation(s)
- Peter D Baade
- Cancer Council Queensland, Brisbane, Australia.
- School of Mathematical Sciences, Queensland University of Technology, Brisbane, Australia.
- Menzies Health Institute Queensland, Griffith University, Gold Coast, Australia.
| | | | - Kou Kou
- Cancer Council Queensland, Brisbane, Australia
| | - Jeff Dunn
- Prostate Cancer Foundation of Australia, Sydney, Australia
| | - Suzanne K Chambers
- Faculty of Health Sciences, Australian Catholic University, Sydney, Australia
| | - Chris Pyke
- Mater Hospitals South Brisbane, Brisbane, Australia
| | - Joanne F Aitken
- Cancer Council Queensland, Brisbane, Australia
- School of Public Health and Social Work, Queensland University of Technology, Brisbane, Australia
- School of Public Health, The University of Queensland, Brisbane, Australia
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21
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Woods LM, Belot A, Atherton IM, Ellis-Brookes L, Baker M, Ingleby FC. Are deprivation-specific cancer survival patterns similar according to individual-based and area-based measures? A cohort study of patients diagnosed with five malignancies in England and Wales, 2008-2016. BMJ Open 2022; 12:e058411. [PMID: 35688589 PMCID: PMC9189835 DOI: 10.1136/bmjopen-2021-058411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 05/13/2022] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE To investigate if measured inequalities in cancer survival differ when using individual-based ('person') compared with area-based ('place') measures of deprivation for three socioeconomic dimensions: income, deprivation and occupation. DESIGN Cohort study. SETTING Data from the Office for National Statistics Longitudinal Study of England and Wales, UK, linked to the National Cancer Registration Database. PARTICIPANTS Patients diagnosed with cancers of the colorectum, breast, prostate, bladder or with non-Hodgkin's lymphoma during the period 2008-2016. PRIMARY AND SECONDARY OUTCOME MEASURES Differentials in net survival between groups defined by individual wage, occupation and education compared with those obtained from corresponding area-level metrics using the English and Welsh Indices of Multiple Deprivation. RESULTS Survival was negatively associated with area-based deprivation irrespective of the type analysed, although a trend from least to most deprived was not always observed. Socioeconomic differences were present according to individually-measured socioeconomic groups although there was an absence of a consistent 'gradient' in survival. The magnitude of differentials was similar for area-based and individually-derived measures of deprivation, which was unexpected. CONCLUSION These unique data suggest that the socioeconomic influence of 'person' is different to that of 'place' with respect to cancer outcomes. This has implications for health policy aimed at reducing inequalities. Further research could consider the separate and additional influence of area-based deprivation over individual-level characteristics (contextual effects) as well as investigate the geographic, socioeconomic and healthcare-related characteristics of areas with poor outcomes in order to inform policy intervention.
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Affiliation(s)
- Laura M Woods
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
| | - Aurélien Belot
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
| | - Iain M Atherton
- School of Health and Social Care, Edinburgh Napier University, Edinburgh, UK
| | - Lucy Ellis-Brookes
- National Cancer Registration and Analysis Service, Public Health England, London, UK
| | - Matthew Baker
- National Cancer Research Institute Consumer Forum, London, UK
| | - Fiona C Ingleby
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
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22
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Exarchakou A, Kipourou DK, Belot A, Rachet B. Socio-economic inequalities in cancer survival: how do they translate into Number of Life-Years Lost? Br J Cancer 2022; 126:1490-1498. [PMID: 35149855 PMCID: PMC9090931 DOI: 10.1038/s41416-022-01720-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 01/15/2022] [Accepted: 01/26/2022] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND We aimed to investigate the impact of socio-economic inequalities in cancer survival in England on the Number of Life-Years Lost (NLYL) due to cancer. METHODS We analysed 1.2 million patients diagnosed with one of the 23 most common cancers (92.3% of all incident cancers in England) between 2010 and 2014. Socio-economic deprivation of patients was based on the income domain of the English Index of Deprivation. We estimated the NLYL due to cancer within 3 years since diagnosis for each cancer and stratified by sex, age and deprivation, using a non-parametric approach. The relative survival framework enables us to disentangle death from cancer and death from other causes without the information on the cause of death. RESULTS The largest socio-economic inequalities were seen mostly in adults <45 years with poor-prognosis cancers. In this age group, the most deprived patients with lung, pancreatic and oesophageal cancer lost up to 6 additional months within 3 years since diagnosis than the least deprived. For most moderate/good prognosis cancers, the socio-economic inequalities widened with age. CONCLUSIONS More deprived patients and particularly the young with more lethal cancers, lose systematically more life-years than the less deprived. To reduce these inequalities, cancer policies should systematically encompass the inequities component.
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Affiliation(s)
- Aimilia Exarchakou
- Inequalities in Cancer Outcomes Network (ICON), Department of Non-Communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK.
| | - Dimitra-Kleio Kipourou
- Inequalities in Cancer Outcomes Network (ICON), Department of Non-Communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK
| | - Aurélien Belot
- Inequalities in Cancer Outcomes Network (ICON), Department of Non-Communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK
| | - Bernard Rachet
- Inequalities in Cancer Outcomes Network (ICON), Department of Non-Communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, UK
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23
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Battisti NML, Welch CA, Sweeting M, de Belder M, Deanfield J, Weston C, Peake MD, Adlam D, Ring A. Prevalence of Cardiovascular Disease in Patients With Potentially Curable Malignancies. JACC CardioOncol 2022; 4:238-253. [PMID: 35818547 PMCID: PMC9270631 DOI: 10.1016/j.jaccao.2022.03.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 03/08/2022] [Accepted: 03/10/2022] [Indexed: 11/13/2022] Open
Abstract
Background Although a common challenge for patients and clinicians, there is little population-level evidence on the prevalence of cardiovascular disease (CVD) in individuals diagnosed with potentially curable cancer. Objectives We investigated CVD rates in patients with common potentially curable malignancies and evaluated the associations between patient and disease characteristics and CVD prevalence. Methods The study included cancer registry patients diagnosed in England with stage I to III breast cancer, stage I to III colon or rectal cancer, stage I to III prostate cancer, stage I to IIIA non-small-cell lung cancer, stage I to IV diffuse large B-cell lymphoma, and stage I to IV Hodgkin lymphoma from 2013 to 2018. Linked hospital records and national CVD databases were used to identify CVD. The rates of CVD were investigated according to tumor type, and associations between patient and disease characteristics and CVD prevalence were determined. Results Among the 634,240 patients included, 102,834 (16.2%) had prior CVD. Men, older patients, and those living in deprived areas had higher CVD rates. Prevalence was highest for non-small-cell lung cancer (36.1%) and lowest for breast cancer (7.7%). After adjustment for age, sex, the income domain of the Index of Multiple Deprivation, and Charlson comorbidity index, CVD remained higher in other tumor types compared to breast cancer patients. Conclusions There is a significant overlap between cancer and CVD burden. It is essential to consider CVD when evaluating national and international treatment patterns and cancer outcomes.
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24
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Eletti A, Marra G, Quaresma M, Radice R, Rubio FJ. A unifying framework for flexible excess hazard modelling with applications in cancer epidemiology. J R Stat Soc Ser C Appl Stat 2022. [DOI: 10.1111/rssc.12566] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Affiliation(s)
- Alessia Eletti
- Department of Statistical ScienceUniversity College London LondonUK
| | - Giampiero Marra
- Department of Statistical ScienceUniversity College London LondonUK
| | - Manuela Quaresma
- Department of Non‐Communicable Disease EpidemiologyLondon School of Hygiene & Tropical Medicine LondonUK
| | - Rosalba Radice
- Faculty of Actuarial Science and InsuranceBayes Business SchoolCity, University of London LondonUK
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25
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Demmen J, Hartshorne-Evans N, Semino E, Sankaranarayanan R. Language matters: representations of 'heart failure' in English discourse-a large-scale linguistic study. Open Heart 2022; 9:e001988. [PMID: 35760521 PMCID: PMC9157359 DOI: 10.1136/openhrt-2022-001988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 04/12/2022] [Indexed: 11/03/2022] Open
Abstract
AIMS Heart failure (HF) has a lower public profile compared with other serious health conditions, notably cancer. This discourse analysis study investigates the extent to which HF is discussed in general contemporary English, UK parliamentary debates and the ways in which HF is framed in discussions, when compared with two other serious health conditions, cancer and dementia. METHODS The Oxford English Corpus (OEC) of 21st century English-language texts (2 billion words) and the UK Hansard Reports of parliamentary debates from 1945 to early 2021 were used to investigate the relative frequencies, contexts and use of the terms 'heart failure', 'cancer' and 'dementia'. RESULTS In the OEC, the term 'heart failure' occurs 4.26 times per million words (pmw), 'dementia' occurs 3.68 times pmw and 'cancer' occurs 81.96 times pmw. Cancer is talked about 19 times more often than HF and 22 times more often than dementia. These are disproportionately high in relation to actual incidence: annual cancer incidence is 1.8 times that of the other conditions; annual cancer mortality is two times that caused by coronary heart disease (including HF) or dementia.'Heart failure' is used much less than 'cancer' in UK parliamentary debates (House of Commons and House of Lords) between 1945 and early 2021, and less than 'dementia' from 1990 onwards. Moreover, HF is even mentioned much less than pot-holes in UK roads and pavements. In 2018, for example, 'pot-hole/s' were mentioned over 10 times pmw, 37 times more often than 'heart failure', mentioned 0.28 times pmw. Discussions of HF are comparatively technical and formulaic, lacking survivor narratives that occur in discussions of cancer. CONCLUSIONS HF is underdiscussed in contemporary English compared with cancer and dementia and underdiscussed in UK parliamentary debates, even compared with the less-obviously life-threatening topic of pot-holes in roads and pavements.
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Affiliation(s)
- Jane Demmen
- Department of Linguistics and English Language, Lancaster University, Lancaster, UK
| | | | - Elena Semino
- Department of Linguistics and English Language, Lancaster University, Lancaster, UK
| | - Rajiv Sankaranarayanan
- Department of Cardiology, Liverpool University Hospitals NHS Foundation Trust, Liverpool, UK
- National Institute for Health Research, London, UK
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26
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Alessy SA, Davies E, Rawlinson J, Baker M, Lüchtenborg M. Clinical nurse specialists and survival in patients with cancer: the UK National Cancer Experience Survey. BMJ Support Palliat Care 2022:bmjspcare-2021-003445. [PMID: 35450864 DOI: 10.1136/bmjspcare-2021-003445] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 04/03/2022] [Indexed: 11/04/2022]
Abstract
OBJECTIVE To examine whether having a better care experience with a clinical nurse specialist (CNS) is associated with better overall survival of patients with cancer in England. METHODS We identified 99 371 patients with colorectal, lung, breast and prostate cancer who reported their care experience with CNS from the National Cancer Patient Experience Survey (2010-2014) and English cancer registration linked dataset. We categorised patients' experiences into three groups (excellent, non-excellent and no CNS name was given), across three aspects of CNS care: the ease of contacting their CNS, feeling that a CNS had listened to them and the degree to which explanations given by a CNS were understandable. We used univariable and multivariable Cox proportional hazards regression analyses to estimate HRs with 95% CIs by patient experience for each cancer adjusting for patients' sociodemographic and disease stage at diagnosis. RESULTS Among the three compared groups, patients who reported not being given a CNS name had the lowest survival. In the adjusted Cox regression analysis, the results show that among those who reported not being given a CNS name, the highest risk of death was in those with colorectal, breast and prostate cancers only (colorectal HR: 1.40; 95% CI: 1.32 to 1.84; breast HR: 1.34; 95% CI: 1.25 to 1.44; prostate HR: 1.09; 95% CI: 0.99 to 1.13). However, this association seemed reversed among patients with lung cancer, although attenuated when accounting for potential confounders. CONCLUSION These findings provide new evidence of the vital contribution CNS may make to cancer survival and suggest CNS input and support should be available to all patients after the diagnosis.
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Affiliation(s)
- Saleh A Alessy
- Public Health Department, College of Health Sciences, Saudi Electronic University, Riyadh, Saudi Arabia
- Centre for Cancer, Society & Public Health, Comprehensive Cancer Centre, King's College London, London, UK
| | - Elizabeth Davies
- Centre for Cancer, Society & Public Health, Comprehensive Cancer Centre, King's College London, London, UK
| | | | - Matthew Baker
- Consumer Forum, National Cancer Research Institute, London, UK
| | - Margreet Lüchtenborg
- Centre for Cancer, Society & Public Health, Comprehensive Cancer Centre, King's College London, London, UK
- National Cancer Registration and Analysis Service, NHS Digital, Leeds, UK
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27
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Corry J, Ng WT, Ma SJ, Singh AK, de Graeff P, Oosting SF. Disadvantaged Subgroups Within the Global Head and Neck Cancer Population: How Can We Optimize Care? Am Soc Clin Oncol Educ Book 2022; 42:1-10. [PMID: 35439036 DOI: 10.1200/edbk_359482] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Within the global head and neck cancer population, there are subgroups of patients with poorer cancer outcomes independent from tumor characteristics. In this article, we review three such groups. The first group comprises patients with nasopharyngeal cancer in low- and middle-income countries where access to high-volume, well-resourced radiotherapy centers is limited. We discuss a recent study that is aiming to improve outcomes through the instigation of a comprehensive radiotherapy quality assurance program. The second group comprises patients with low socioeconomic status in a high-income country who experience substantial financial toxicity, defined as financial hardship for patients due to health care costs. We review causes and consequences of financial toxicity and discuss how it can be mitigated. The third group comprises older patients who may poorly tolerate and not benefit from intensive standard-of-care treatment. We discuss the role of geriatric assessment, particularly in relation to the use of chemotherapy. Through better recognition and understanding of disadvantaged groups within the global head and neck cancer population, we will be better placed to instigate the necessary changes to improve outcomes and quality of life for patients with head and neck cancer.
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Affiliation(s)
- June Corry
- Division Radiation Oncology, GenesisCare Radiation OncologySt Vincent's Hospital, Melbourne, Australia.,Department of MedicineThe University of Melbourne, Parkville, Australia
| | - Wai Tong Ng
- Department of Clinical Oncology, Li Ka Shing Faculty of MedicineThe University of Hong Kong, Hong Kong, China.,Clinical Oncology CentreThe University of Hong Kong-Shenzhen Hospital, Shenzhen, China
| | - Sung Jun Ma
- Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY
| | - Anurag K Singh
- Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY
| | - Pauline de Graeff
- University Center for Geriatric MedicineUniversity Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Sjoukje F Oosting
- Department of Medical OncologyUniversity Medical Center Groningen, University of Groningen, Groningen, The Netherlands
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28
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Majano SB, Lyratzopoulos G, Rachet B, de Wit NJ, Renzi C. Do presenting symptoms, use of pre-diagnostic endoscopy and risk of emergency cancer diagnosis vary by comorbidity burden and type in patients with colorectal cancer? Br J Cancer 2022; 126:652-663. [PMID: 34741134 PMCID: PMC8569047 DOI: 10.1038/s41416-021-01603-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 09/06/2021] [Accepted: 10/13/2021] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Cancer patients often have pre-existing comorbidities, which can influence timeliness of cancer diagnosis. We examined symptoms, investigations and emergency presentation (EP) risk among colorectal cancer (CRC) patients by comorbidity status. METHODS Using linked cancer registration, primary care and hospital records of 4836 CRC patients (2011-2015), and multivariate quantile and logistic regression, we examined variations in specialist investigations, diagnostic intervals and EP risk. RESULTS Among colon cancer patients, 46% had at least one pre-existing hospital-recorded comorbidity, most frequently cardiovascular disease (CVD, 18%). Comorbid versus non-comorbid cancer patients more frequently had records of anaemia (43% vs 38%), less frequently rectal bleeding/change in bowel habit (20% vs 27%), and longer intervals from symptom-to-first relevant test (median 136 vs 74 days). Comorbid patients were less likely investigated with colonoscopy/sigmoidoscopy, independently of symptoms (adjusted OR = 0.7[0.6, 0.9] for Charlson comorbidity score 1-2 and OR = 0.5 [0.4-0.7] for score 3+ versus 0. EP risk increased with comorbidity score 0, 1, 2, 3+: 23%, 35%, 33%, 47%; adjusted OR = 1.8 [1.4, 2.2]; 1.7 [1.3, 2.3]; 3.0 [2.3, 4.0]) and for patients with CVD (adjusted OR = 2.0 [1.5, 2.5]). CONCLUSIONS Comorbid individuals with as-yet-undiagnosed CRC often present with general rather than localising symptoms and are less likely promptly investigated with colonoscopy/sigmoidoscopy. Comorbidity is a risk factor for diagnostic delay and has potential, additionally to symptoms, as risk-stratifier for prioritising patients needing prompt assessment to reduce EP.
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Affiliation(s)
- Sara Benitez Majano
- Inequalities in Cancer Outcomes Network (ICON) Group, Department of Non-communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, Keppel St, Bloomsbury, London, WC1E 7HT, UK
| | - Georgios Lyratzopoulos
- Epidemiology of Cancer Healthcare & Outcomes (ECHO) Research Group, Department of Behavioural Science and Health, Institute of Epidemiology & Health Care, University College London, London, WC1E 7HB, UK
| | - Bernard Rachet
- Inequalities in Cancer Outcomes Network (ICON) Group, Department of Non-communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, Keppel St, Bloomsbury, London, WC1E 7HT, UK
| | - Niek J de Wit
- University Medical Center, Utrecht University, Julius Center for Health Sciences and Primary Care, PO Box 85500, 3508 GA, Utrecht, The Netherlands
| | - Cristina Renzi
- Epidemiology of Cancer Healthcare & Outcomes (ECHO) Research Group, Department of Behavioural Science and Health, Institute of Epidemiology & Health Care, University College London, London, WC1E 7HB, UK.
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29
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Quaresma M, Carpenter JR, Turculet A, Rachet B. Variation in colon cancer survival for patients living and receiving care in London, 2006-2013: does where you live matter? J Epidemiol Community Health 2022; 76:196-205. [PMID: 34400515 PMCID: PMC8762004 DOI: 10.1136/jech-2021-217043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Accepted: 07/22/2021] [Indexed: 11/06/2022]
Abstract
BACKGROUND Marked geographical disparities in survival from colon cancer have been consistently described in England. Similar patterns have been observed within London, almost mimicking a microcosm of the country's survival patterns. This evidence has suggested that the area of residence plays an important role in the survival from cancer. METHODS We analysed the survival from colon cancer of patients diagnosed in 2006-2013, in a pre-pandemic period, living in London at their diagnosis and received care in a London hospital. We examined the patterns of patient pathways between the area of residence and the hospital of care using flow maps, and we investigated whether geographical variations in survival from colon cancer are associated with the hospital of care. To estimate survival, we applied a Bayesian excess hazard model which accounts for the hierarchical structure of the data. RESULTS Geographical disparities in colon cancer survival disappeared once controlled for hospitals, and the disparities seemed to be augmented between hospitals. However, close examination of patient pathways revealed that the poorer survival observed in some hospitals was mostly associated with higher proportions of emergency diagnosis, while their performance was generally as expected for patients diagnosed through non-emergency routes. DISCUSSION This study highlights the need to better coordinate primary and secondary care sectors in some areas of London to improve timely access to specialised clinicians and diagnostic tests. This challenge remains crucially relevant after the recent successive regroupings of Clinical Commissioning Groups (which grouped struggling areas together) and the observed exacerbation of disparities during the COVID-19 pandemic.
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Affiliation(s)
- Manuela Quaresma
- Non-Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
| | - James R Carpenter
- Medical Statistics, London School of Hygiene & Tropical Medicine, London, UK
- London Hub for Trials Methodology Research, MRC Clinical Trials Unit at UCL, London, UK
| | - Adrian Turculet
- Non-Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
| | - Bernard Rachet
- Non-Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
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30
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Franklyn J, Lomax J, Labib P, Baker A, Hosking J, Moran B, Smolarek S. Colorectal cancer outcomes determined by mode of presentation: analysis of population data in England between 2010 and 2014. Tech Coloproctol 2022; 26:363-372. [PMID: 35084620 DOI: 10.1007/s10151-022-02574-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Accepted: 01/13/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND The purpose of this study was to investigate associations between mode of presentation; categorized as emergency, suspected cancer outpatient referral pathway (2-week wait or 2WW pathway), non-cancer suspected outpatient referral (non-2-week wait pathway) or following screening, and stage of diagnosis and survival in patients with colorectal cancer in England. METHODS This was a retrospective cohort observational study of patients diagnosed with colorectal cancer between January 2010 and December 2014 in England using data from Public Health England collated from regional cancer registries. RESULTS The most common route to diagnosis among 167,501 patients diagnosed with colorectal cancer was via the non-cancer suspect (non-2WW) outpatient referral pathway (35.1%) followed by the suspected cancer (2WW) referral pathway (31.6%), emergency presentation (22.8%) and most infrequently following screening (10.6%) (p < 0.01). Screening confers the greatest likelihood of early-stage diagnosis (61.6%) compared to other modes of presentation. The 5-year overall survival was 81.8%, 53.3%, 53.0% and 27.6% in those diagnosed via screening, 2WW, non-2WW pathway and emergency presentation, respectively. Patients from most deprived regions were more likely to be diagnosed following emergency presentation (27.7 vs 19.7%, p < 0.01) and less likely via screening (8.1 vs 12%, p < 0.01). CONCLUSIONS Asymptomatic individuals diagnosed following screening have earlier stage cancers and better survival, the opposite was observed in those diagnosed following emergency presentation. Patients referred via the 2WW pathway do not have better survival outcomes when compared to those referred via the non-2WW pathway. In addition, this study has identified socio-economic groups that need to be targeted with public health campaigns to improve screening uptake.
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Affiliation(s)
- J Franklyn
- Basingstoke and North Hampshire Hospitals NHS Trust, Aldermaston Road, Basingstok, RG249NA, UK. .,University Hospital Plymouth NHS Trust, Plymouth, UK.
| | - J Lomax
- University of Plymouth, Plymouth, UK
| | - P Labib
- University Hospital Plymouth NHS Trust, Plymouth, UK
| | - A Baker
- University of Plymouth, Plymouth, UK
| | - J Hosking
- Medical Statistics, University of Plymouth, Plymouth, UK
| | - B Moran
- Basingstoke and North Hampshire Hospitals NHS Trust, Aldermaston Road, Basingstok, RG249NA, UK.,Peritoneal Malignancy Institute Basingstoke, Basingstoke and North Hampshire Hospitals, Basingstok, UK
| | - S Smolarek
- University Hospital Plymouth NHS Trust, Plymouth, UK
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31
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Ingleby FC, Woods LM, Atherton IM, Baker M, Elliss-Brookes L, Belot A. An investigation of cancer survival inequalities associated with individual-level socio-economic status, area-level deprivation, and contextual effects, in a cancer patient cohort in England and Wales. BMC Public Health 2022; 22:90. [PMID: 35027042 PMCID: PMC8759193 DOI: 10.1186/s12889-022-12525-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Accepted: 01/06/2022] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND People living in more deprived areas of high-income countries have lower cancer survival than those in less deprived areas. However, associations between individual-level socio-economic circumstances and cancer survival are relatively poorly understood. Moreover, few studies have addressed contextual effects, where associations between individual-level socio-economic status and cancer survival vary depending on area-based deprivation. METHODS Using 9276 individual-level observations from a longitudinal study in England and Wales, we examined the association with cancer survival of area-level deprivation and individual-level occupation, education, and income, for colorectal, prostate and breast cancer patients aged 20-99 at diagnosis. With flexible parametric excess hazard models, we estimated excess mortality across individual-level and area-level socio-economic variables and investigated contextual effects. RESULTS For colorectal cancers, we found evidence of an association between education and cancer survival in men with Excess Hazard Ratio (EHR) = 0.80, 95% Confidence Interval (CI) = 0.60;1.08 comparing "degree-level qualification and higher" to "no qualification" and EHR = 0.74 [0.56;0.97] comparing "apprenticeships and vocational qualification" to "no qualification", adjusted on occupation and income; and between occupation and cancer survival for women with EHR = 0.77 [0.54;1.10] comparing "managerial/professional occupations" to "manual/technical," and EHR = 0.81 [0.63;1.06] comparing "intermediate" to "manual/technical", adjusted on education and income. For breast cancer in women, we found evidence of an association with income (EHR = 0.52 [0.29;0.95] for the highest income quintile compared to the lowest, adjusted on education and occupation), while for prostate cancer, all three individual-level socio-economic variables were associated to some extent with cancer survival. We found contextual effects of area-level deprivation on survival inequalities between occupation types for breast and prostate cancers, suggesting wider individual-level inequalities in more deprived areas compared to least deprived areas. Individual-level income inequalities for breast cancer were more evident than an area-level differential, suggesting that area-level deprivation might not be the most effective measure of inequality for this cancer. For colorectal cancer in both sexes, we found evidence suggesting area- and individual-level inequalities, but no evidence of contextual effects. CONCLUSIONS Findings highlight that both individual and contextual effects contribute to inequalities in cancer outcomes. These insights provide potential avenues for more effective policy and practice.
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Affiliation(s)
- Fiona C Ingleby
- Department of Non-Communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK.
| | - Laura M Woods
- Department of Non-Communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
| | - Iain M Atherton
- School of Health & Social Care, Edinburgh Napier University, Edinburgh, UK
| | - Matthew Baker
- National Cancer Research Institute Consumer Forum, London, UK
| | - Lucy Elliss-Brookes
- National Cancer Registration and Analysis Service, Public Health England, London, UK
| | - Aurélien Belot
- Department of Non-Communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK
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32
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Rutherford MJ, Andersson TML, Myklebust TÅ, Møller B, Lambert PC. Non-parametric estimation of reference adjusted, standardised probabilities of all-cause death and death due to cancer for population group comparisons. BMC Med Res Methodol 2022; 22:2. [PMID: 34991487 PMCID: PMC8740504 DOI: 10.1186/s12874-021-01465-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Accepted: 11/08/2021] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Ensuring fair comparisons of cancer survival statistics across population groups requires careful consideration of differential competing mortality due to other causes, and adjusting for imbalances over groups in other prognostic covariates (e.g. age). This has typically been achieved using comparisons of age-standardised net survival, with age standardisation addressing covariate imbalance, and the net estimates removing differences in competing mortality from other causes. However, these estimates lack ease of interpretability. In this paper, we motivate an alternative non-parametric approach that uses a common rate of other cause mortality across groups to give reference-adjusted estimates of the all-cause and cause-specific crude probability of death in contrast to solely reporting net survival estimates. METHODS We develop the methodology for a non-parametric equivalent of standardised and reference adjusted crude probabilities of death, building on the estimation of non-parametric crude probabilities of death. We illustrate the approach using regional comparisons of survival following a diagnosis of rectal cancer for men in England. We standardise to the covariate distribution and other cause mortality of England as a whole to offer comparability, but with close approximation to the observed all-cause region-specific mortality. RESULTS The approach gives comparable estimates to observed crude probabilities of death, but allows direct comparison across population groups with different covariate profiles and competing mortality patterns. In our illustrative example, we show that regional variations in survival following a diagnosis of rectal cancer persist even after accounting for the variation in deprivation, age at diagnosis and other cause mortality. CONCLUSIONS The methodological approach of using standardised and reference adjusted metrics offers an appealing approach for future cancer survival comparison studies and routinely published cancer statistics. Our non-parametric estimation approach through the use of weighting offers the ability to estimate comparable survival estimates without the need for statistical modelling.
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Affiliation(s)
- Mark J Rutherford
- Department of Health Sciences, University of Leicester, Leicester, UK.
| | | | - Tor Åge Myklebust
- Department of Registration, Cancer Registry of Norway, Oslo, Norway
- Department of Research and Innovation, Møre and Romsdal Hospital Trust, Ålesund, Norway
| | - Bjørn Møller
- Department of Registration, Cancer Registry of Norway, Oslo, Norway
| | - Paul C Lambert
- Department of Health Sciences, University of Leicester, Leicester, UK
- Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
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Bright CJ, Gildea C, Lai J, Elliss-Brookes L, Lyratzopoulos G. Does geodemographic segmentation explain differences in route of cancer diagnosis above and beyond person-level sociodemographic variables? J Public Health (Oxf) 2021; 43:797-805. [PMID: 32785586 PMCID: PMC8677448 DOI: 10.1093/pubmed/fdaa111] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Revised: 05/19/2020] [Accepted: 06/22/2020] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Emergency diagnosis of cancer is associated with poorer short-term survival and may reflect delayed help-seeking. Optimal targeting of interventions to raise awareness of cancer symptoms is therefore needed. METHODS We examined the risk of emergency presentation of lung and colorectal cancer (diagnosed in 2016 in England). By cancer site, we used logistic regression (outcome emergency/non-emergency presentation) adjusting for patient-level variables (age, sex, deprivation and ethnicity) with/without adjustment for geodemographic segmentation (Mosaic) group. RESULTS Analysis included 36 194 and 32 984 patients with lung and colorectal cancer. Greater levels of deprivation were strongly associated with greater odds of emergency presentation, even after adjustment for Mosaic group, which nonetheless attenuated associations (odds ratio [OR] most/least deprived group = 1.67 adjusted [model excluding Mosaic], 1.28 adjusted [model including Mosaic], P < 0.001 for both, for colorectal; respective OR values of 1.42 and 1.18 for lung, P < 0.001 for both). Similar findings were observed for increasing age. There was large variation in risk of emergency presentation between Mosaic groups (crude OR for highest/lowest risk group = 2.30, adjusted OR = 1.89, for colorectal; respective values of 1.59 and1.66 for lung). CONCLUSION Variation in risk of emergency presentation in cancer patients can be explained by geodemography, additional to deprivation group and age. The findings support proof of concept for public health interventions targeting all the examined attributes, including geodemography.
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Affiliation(s)
- C J Bright
- National Cancer Registration and Analysis Service (NCRAS), Public Health England, Wellington House, London SE1 8UG, UK
| | - C Gildea
- National Cancer Registration and Analysis Service (NCRAS), Public Health England, Wellington House, London SE1 8UG, UK
| | - J Lai
- National Cancer Registration and Analysis Service (NCRAS), Public Health England, Wellington House, London SE1 8UG, UK
| | - L Elliss-Brookes
- National Cancer Registration and Analysis Service (NCRAS), Public Health England, Wellington House, London SE1 8UG, UK
| | - G Lyratzopoulos
- National Cancer Registration and Analysis Service (NCRAS), Public Health England, Wellington House, London SE1 8UG, UK
- Epidemiology of Cancer Healthcare and Outcomes (ECHO) Group, Department of Behavioural Science and Health, Institute of Epidemiology & Health Care (IEHC), University College London, 1-19 Torrington Place, London WC1E 7HB, UK
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Kajiwara Saito M, Quaresma M, Fowler H, Benitez Majano S, Rachet B. Socioeconomic gaps over time in colorectal cancer survival in England: flexible parametric survival analysis. J Epidemiol Community Health 2021; 75:1155-1164. [PMID: 34049927 PMCID: PMC8588290 DOI: 10.1136/jech-2021-216754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Accepted: 05/15/2021] [Indexed: 11/17/2022]
Abstract
BACKGROUND Despite persistent reports of socioeconomic inequalities in colorectal cancer survival in England, the magnitude of survival differences has not been fully evaluated. METHODS Patients diagnosed with colon cancer (n=68 169) and rectal cancer (n=38 267) in England (diagnosed between January 2010 and March 2013) were analysed as a retrospective cohort study using the National Cancer Registry data linked with other population-based healthcare records. The flexible parametric model incorporating time-varying covariates was used to assess the difference in excess hazard of death and in net survival between the most affluent and the most deprived groups over time. RESULTS Survival analyses showed a clear pattern by deprivation. Hazard ratio of death was consistently higher in the most deprived group than the least deprived for both colon and rectal cancer, ranging from 1.08 to 1.17 depending on the model. On the net survival scale, the socioeconomic gap between the most and the least deprived groups reached approximately -4% at the maximum (-3.7%, 95% CI -1.6 to -5.7% in men, -3.6%, 95% CI -1.6 to -5.7% in women) in stages III for colon and approximately -2% (-2.3%, 95% CI -0.2 to -4.5% in men, -2.3%, 95% CI -0.2 to -4.3% in women) in stage II for rectal cancer at 3 years from diagnosis, after controlling for age, emergency presentation, receipt of resection and comorbidities. The gap was smaller in other stages and sites. For both cancers, patients with emergency presentation persistently had a higher excess hazard of death than those without emergency presentation. CONCLUSION Survival disparities were profound particularly among patients in the stages, which benefit from appropriate and timely treatment. For the patients with emergency presentation, excess hazard of death remained high throughout three years from the diagnosis. Public health measures should be taken to reduce access inequalities to improve survival disparities.
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Affiliation(s)
- Mari Kajiwara Saito
- Inequalities in Cancer Outcomes Network, Department of Non-Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
- Department of Gastroenterology, IMS Tokyo Katsushika General Hospital, Tokyo, Japan
| | - Manuela Quaresma
- Inequalities in Cancer Outcomes Network, Department of Non-Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
| | - Helen Fowler
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
| | - Sara Benitez Majano
- Inequalities in Cancer Outcomes Network, Department of Non-Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
| | - Bernard Rachet
- Inequalities in Cancer Outcomes Network, Department of Non-Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK
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Smith MJ, Njagi EN, Belot A, Leyrat C, Bonaventure A, Benitez Majano S, Rachet B, Luque Fernandez MA. Association between multimorbidity and socioeconomic deprivation on short-term mortality among patients with diffuse large B-cell or follicular lymphoma in England: a nationwide cohort study. BMJ Open 2021; 11:e049087. [PMID: 34848510 PMCID: PMC8634234 DOI: 10.1136/bmjopen-2021-049087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Accepted: 10/21/2021] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVES We aimed to assess the association between multimorbidity and deprivation on short-term mortality among patients with diffuse large B-cell (DLBCL) and follicular lymphoma (FL) in England. SETTING The association of multimorbidity and socioeconomic deprivation on survival among patients diagnosed with DLBCL and FL in England between 2005 and 2013. We linked the English population-based cancer registry with electronic health records databases and estimated adjusted mortality rate ratios by multimorbidity and deprivation status. Using flexible hazard-based regression models, we computed DLBCL and FL standardised mortality risk by deprivation and multimorbidity at 1 year. RESULTS Overall, 41 422 patients aged 45-99 years were diagnosed with DLBCL or FL in England during 2005-2015. Most deprived patients with FL with multimorbidities had three times higher hazard of 1-year mortality (HR: 3.3, CI 2.48 to 4.28, p<0.001) than least deprived patients without comorbidity; among DLBCL, there was approximately twice the hazard (HR: 1.9, CI 1.70 to 2.07, p<0.001). CONCLUSIONS Multimorbidity, deprivation and their combination are strong and independent predictors of an increased short-term mortality risk among patients with DLBCL and FL in England. Public health measures targeting the reduction of multimorbidity among most deprived patients with DLBCL and FL are needed to reduce the short-term mortality gap.
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Affiliation(s)
- Matthew James Smith
- Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Edmund Njeru Njagi
- Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Aurelien Belot
- Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Clémence Leyrat
- Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
- Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, UK
| | - Audrey Bonaventure
- Epidemiology of Childhood and Adolescent Cancers Team, University of Paris, Paris, France
| | - Sara Benitez Majano
- Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Bernard Rachet
- Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Miguel Angel Luque Fernandez
- Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
- Noncommunicable Disease and Cancer Epidemiology Group, Instituto de Investigación Biosanitaria de Granada, Granada, Spain
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Smith MJ, Belot A, Quartagno M, Luque Fernandez MA, Bonaventure A, Gachau S, Benitez Majano S, Rachet B, Njagi EN. Excess Mortality by Multimorbidity, Socioeconomic, and Healthcare Factors, amongst Patients Diagnosed with Diffuse Large B-Cell or Follicular Lymphoma in England. Cancers (Basel) 2021; 13:5805. [PMID: 34830964 PMCID: PMC8616469 DOI: 10.3390/cancers13225805] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Revised: 11/10/2021] [Accepted: 11/16/2021] [Indexed: 12/22/2022] Open
Abstract
(1) Background: Socioeconomic inequalities of survival in patients with lymphoma persist, which may be explained by patients' comorbidities. We aimed to assess the association between comorbidities and the survival of patients diagnosed with diffuse large B-cell (DLBCL) or follicular lymphoma (FL) in England accounting for other socio-demographic characteristics. (2) Methods: Population-based cancer registry data were linked to Hospital Episode Statistics. We used a flexible multilevel excess hazard model to estimate excess mortality and net survival by patient's comorbidity status, adjusted for sociodemographic, economic, and healthcare factors, and accounting for the patient's area of residence. We used the latent normal joint modelling multiple imputation approach for missing data. (3) Results: Overall, 15,516 and 29,898 patients were diagnosed with FL and DLBCL in England between 2005 and 2013, respectively. Amongst DLBCL and FL patients, respectively, those in the most deprived areas showed 1.22 (95% confidence interval (CI): 1.18-1.27) and 1.45 (95% CI: 1.30-1.62) times higher excess mortality hazard compared to those in the least deprived areas, adjusted for comorbidity status, age at diagnosis, sex, ethnicity, and route to diagnosis. (4) Conclusions: Deprivation is consistently associated with poorer survival among patients diagnosed with DLBCL or FL, after adjusting for co/multimorbidities. Comorbidities and multimorbidities need to be considered when planning public health interventions targeting haematological malignancies in England.
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Affiliation(s)
- Matthew James Smith
- Inequalities in Cancer Outcomes Network, Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK; (A.B.); (M.A.L.F.); (S.B.M.); (B.R.); (E.N.N.)
| | - Aurélien Belot
- Inequalities in Cancer Outcomes Network, Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK; (A.B.); (M.A.L.F.); (S.B.M.); (B.R.); (E.N.N.)
| | - Matteo Quartagno
- MRC Clinical Trials Unit, Institute of Clinical Trials and Methodology, University College London, London WC1V 6LJ, UK;
| | - Miguel Angel Luque Fernandez
- Inequalities in Cancer Outcomes Network, Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK; (A.B.); (M.A.L.F.); (S.B.M.); (B.R.); (E.N.N.)
- Noncommunicable Disease and Cancer Epidemiology Group, Instituto de Investigación Biosanitaria de Granada, Ibs.GRANADA, Andalusian School of Public Health, 18012 Granada, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBER of Epidemiology and Public Health, CIBERESP), 28029 Madrid, Spain
| | - Audrey Bonaventure
- Epidemiology of Childhood and Adolescent Cancers Team, Research Centre in Epidemiology and Biostatistics (CRESS), Inserm UMR 1153, Université de Paris, 94801 Villejuif, France;
| | - Susan Gachau
- School of Mathematics, University of Nairobi, Nairobi 30197-00100, Kenya;
| | - Sara Benitez Majano
- Inequalities in Cancer Outcomes Network, Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK; (A.B.); (M.A.L.F.); (S.B.M.); (B.R.); (E.N.N.)
| | - Bernard Rachet
- Inequalities in Cancer Outcomes Network, Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK; (A.B.); (M.A.L.F.); (S.B.M.); (B.R.); (E.N.N.)
| | - Edmund Njeru Njagi
- Inequalities in Cancer Outcomes Network, Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK; (A.B.); (M.A.L.F.); (S.B.M.); (B.R.); (E.N.N.)
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Smith MJ, Fernandez MAL, Belot A, Quartagno M, Bonaventure A, Majano SB, Rachet B, Njagi EN. Investigating the inequalities in route to diagnosis amongst patients with diffuse large B-cell or follicular lymphoma in England. Br J Cancer 2021; 125:1299-1307. [PMID: 34389805 PMCID: PMC8548410 DOI: 10.1038/s41416-021-01523-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 06/23/2021] [Accepted: 08/03/2021] [Indexed: 12/22/2022] Open
Abstract
INTRODUCTION Diagnostic delay is associated with lower chances of cancer survival. Underlying comorbidities are known to affect the timely diagnosis of cancer. Diffuse large B-cell (DLBCL) and follicular lymphomas (FL) are primarily diagnosed amongst older patients, who are more likely to have comorbidities. Characteristics of clinical commissioning groups (CCG) are also known to impact diagnostic delay. We assess the association between comorbidities and diagnostic delay amongst patients with DLBCL or FL in England during 2005-2013. METHODS Multivariable generalised linear mixed-effect models were used to assess the main association. Empirical Bayes estimates of the random effects were used to explore between-cluster variation. The latent normal joint modelling multiple imputation approach was used to account for partially observed variables. RESULTS We included 30,078 and 15,551 patients diagnosed with DLBCL or FL, respectively. Amongst patients from the same CCG, having multimorbidity was strongly associated with the emergency route to diagnosis (DLBCL: odds ratio 1.56, CI 1.40-1.73; FL: odds ratio 1.80, CI 1.45-2.23). Amongst DLBCL patients, the diagnostic delay was possibly correlated with CCGs that had higher population densities. CONCLUSIONS Underlying comorbidity is associated with diagnostic delay amongst patients with DLBCL or FL. Results suggest a possible correlation between CCGs with higher population densities and diagnostic delay of aggressive lymphomas.
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Affiliation(s)
- Matthew J Smith
- Inequalities in Cancer Outcomes Network, Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK.
| | - Miguel Angel Luque Fernandez
- Inequalities in Cancer Outcomes Network, Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
- Noncommunicable Disease and Cancer Epidemiology Group, Instituto de Investigación Biosanitaria de Granada, Ibs.GRANADA, Andalusian School of Public Health, Granada, Spain
| | - Aurélien Belot
- Inequalities in Cancer Outcomes Network, Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Matteo Quartagno
- MRC Clinical Trials Unit, Institute of Clinical Trials and Methodology, University College London, London, UK
| | - Audrey Bonaventure
- CRESS, Université de Paris, INSERM, UMR 1153, Epidemiology of Childhood and Adolescent Cancers Team, Villejuif, France
| | - Sara Benitez Majano
- Inequalities in Cancer Outcomes Network, Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Bernard Rachet
- Inequalities in Cancer Outcomes Network, Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Edmund Njeru Njagi
- Inequalities in Cancer Outcomes Network, Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
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Moriarty Y, Lau M, Sewell B, Trubey R, Quinn-Scoggins H, Owen S, Padgett L, Kolovou V, Hepburn J, Buckle P, Playle R, Townson J, Robling M, Gilbert S, Dimitropoulou P, Edwards A, Mitchell C, Matthews M, Smits S, Wood F, Neal RD, Brain K. Randomised controlled trial and economic evaluation of a targeted cancer awareness intervention for adults living in deprived areas of the UK. Br J Cancer 2021; 125:1100-1110. [PMID: 34453114 PMCID: PMC8391006 DOI: 10.1038/s41416-021-01524-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 07/06/2021] [Accepted: 08/11/2021] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Cancer outcomes are poor in socioeconomically deprived communities, with low symptom awareness contributing to prolonged help-seeking and advanced disease. Targeted cancer awareness interventions require evaluation. METHODS This is a randomised controlled trial involving adults aged 40+ years recruited in community and healthcare settings in deprived areas of South Yorkshire and South-East Wales. INTERVENTION personalised behavioural advice facilitated by a trained lay advisor. CONTROL usual care. Follow-up at two weeks and six months post-randomisation. PRIMARY OUTCOME total cancer symptom recognition score two weeks post-randomisation. RESULTS Two hundred and thirty-four participants were randomised. The difference in total symptom recognition at two weeks [adjusted mean difference (AMD) 0.6, 95% CI: -0.03, 1.17, p = 0.06] was not statistically significant. Intervention participants reported increased symptom recognition (AMD 0.8, 95% CI: 0.18, 1.37, p = 0.01) and earlier intended presentation (AMD -2.0, 95% CI: -3.02, -0.91, p < 0.001) at six months. "Lesser known" symptom recognition was higher in the intervention arm (2 weeks AMD 0.5, 95% CI: 0.03, 0.97 and six months AMD 0.7, 95% CI: 0.16, 1.17). Implementation cost per participant was £91.34, with no significant between-group differences in healthcare resource use post-intervention. CONCLUSIONS Improved symptom recognition and earlier anticipated presentation occurred at longer-term follow-up. The ABACus Health Check is a viable low-cost intervention to increase cancer awareness in socioeconomically deprived communities. CLINICAL TRIAL REGISTRATION ISRCTN16872545.
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Affiliation(s)
- Yvonne Moriarty
- Centre for Trials Research, Cardiff University, Cardiff, UK.
| | - Mandy Lau
- Centre for Trials Research, Cardiff University, Cardiff, UK
| | - Bernadette Sewell
- Swansea Centre for Health Economics, College of Human and Health Sciences, Swansea University, Swansea, UK
| | - Rob Trubey
- Centre for Trials Research, Cardiff University, Cardiff, UK
| | - Harriet Quinn-Scoggins
- PRIME Centre Wales, Division of Population Medicine, School of Medicine, Cardiff University, Cardiff, UK
| | | | - Louise Padgett
- Department of Health Sciences, University of York, York, UK
| | - Vasiliki Kolovou
- School of Sport & Health Sciences, Cardiff Metropolitan University, Cardiff, UK
| | - Julie Hepburn
- Public Involvement Community, Health and Care Research Wales Support Centre, Cardiff, UK
| | | | - Rebecca Playle
- Centre for Trials Research, Cardiff University, Cardiff, UK
| | - Julia Townson
- Centre for Trials Research, Cardiff University, Cardiff, UK
| | | | | | | | - Adrian Edwards
- PRIME Centre Wales, Division of Population Medicine, School of Medicine, Cardiff University, Cardiff, UK
| | - Caroline Mitchell
- Academic Unit of Primary Medical Care, University of Sheffield, Northern General Hospital, Sheffield, UK
| | | | - Stephanie Smits
- PRIME Centre Wales, Division of Population Medicine, School of Medicine, Cardiff University, Cardiff, UK
| | - Fiona Wood
- PRIME Centre Wales, Division of Population Medicine, School of Medicine, Cardiff University, Cardiff, UK
| | - Richard D Neal
- Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Kate Brain
- PRIME Centre Wales, Division of Population Medicine, School of Medicine, Cardiff University, Cardiff, UK
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Snee M, Cheeseman S, Thompson M, Riaz M, Sopwith W, Lacoin L, Chaib C, Daumont MJ, Penrod JR, Hall G. Treatment patterns and survival outcomes for patients with non-small cell lung cancer in the UK in the preimmunology era: a REAL-Oncology database analysis from the I-O Optimise initiative. BMJ Open 2021; 11:e046396. [PMID: 34526333 PMCID: PMC8444261 DOI: 10.1136/bmjopen-2020-046396] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 07/15/2021] [Indexed: 12/25/2022] Open
Abstract
OBJECTIVES To report characteristics, treatment and overall survival (OS) trends, by stage and pathology, of patients diagnosed with non-small cell lung cancer (NSCLC) at Leeds Teaching Hospital NHS Trust in 2007-2018. DESIGN Retrospective cohort study based on electronic medical records. SETTING Large NHS university hospital in Leeds. PARTICIPANTS 3739 adult patients diagnosed with incident NSCLC from January 2007 to August 2017, followed up until March 2018. MAIN OUTCOME MEASURES Patient characteristics at diagnosis, treatment patterns and OS. RESULTS 34.3% of patients with NSCLC were clinically diagnosed (without pathological confirmation). Among patients with known pathology, 45.2% had non-squamous cell carcinoma (NSQ) and 33.3% had squamous cell carcinoma (SQ). The proportion of patients diagnosed at stage I increased (16.4%-27.7% in 2010-2017); those diagnosed at stage IV decreased (57.0%-39.1%). Surgery was the most common initial treatment for patients with pathologically confirmed stage I NSCLC. Use of radiotherapy alone increased over time in patients with clinically diagnosed stage I NSCLC (39.1%-60.3%); chemoradiation increased in patients with stage IIIA NSQ (21.6%-33.3%) and SQ (24.2%-31.9%). Initial treatment with systemic anticancer therapy (SACT) increased in patients with stages IIIB-IV NSQ (49.0%-67.5%); the proportion of untreated patients decreased (30.6%-15.0%). Median OS improved for patients diagnosed with stage I NSQ and SQ and stage IIIA NSQ over time. Median OS for patients with stages IIIB-IV NSQ and SQ remained stable, <10% patients were alive 3 years after diagnosis. Median OS for clinically diagnosed stages IIIB-IV patients was 1.2 months in both periods. CONCLUSIONS OS for stage I and IIIA patients improved over time, likely due to increased use of stereotactic ablative radiation, surgery (stage I) and chemoradiation (stage IIIA). Conversely, OS outcomes remained poor for stage IIIB-IV patients despite increasing use of SACT for NSQ. Many patients with advanced-stage disease remained untreated.
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Affiliation(s)
- Michael Snee
- Leeds Cancer Centre, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Sue Cheeseman
- REAL Oncology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | | | - Majid Riaz
- REAL Oncology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Will Sopwith
- REAL Oncology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | | | - Carlos Chaib
- Research & Development Medical Affairs, Bristol Myers Squibb, Madrid, Spain
| | - Melinda J Daumont
- Worldwide Health Economics & Outcomes Research, Bristol Myers Squibb, Braine-l'Alleud, Belgium
| | - John R Penrod
- Worldwide Health Economics & Outcomes Research, Bristol Myers Squibb, Princeton, New Jersey, USA
| | - Geoff Hall
- Leeds Cancer Centre, Leeds Teaching Hospitals NHS Trust, Leeds, UK
- Leeds Institute for Data Analytics, University of Leeds, Leeds, UK
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Poiseuil M, Tron L, Woronoff AS, Trétarre B, Dabakuyo-Yonli TS, Fauvernier M, Roche L, Dejardin O, Molinié F, Launoy G. How do age and social environment affect the dynamics of death hazard and survival in patients with breast or gynecological cancer in France? Int J Cancer 2021; 150:253-262. [PMID: 34520579 DOI: 10.1002/ijc.33803] [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: 03/02/2021] [Revised: 07/22/2021] [Accepted: 08/04/2021] [Indexed: 11/07/2022]
Abstract
Several studies have investigated the association between net survival (NS) and social inequalities in people with cancer, highlighting a varying influence of deprivation depending on the type of cancer studied. However, few of these studies have accounted for the effect of social inequalities over the follow-up period, and/or according to the age of the patients. Thus, using recent and more relevant statistical models, we investigated the effect of social environment on NS in women with breast or gynecological cancer in France. The data were derived from population-based cancer registries, and women diagnosed with breast or gynecological cancer between 2006 and 2009 were included. We used the European deprivation index (EDI), an aggregated index, to define the social environment of the women included. Multidimensional penalized splines were used to model excess mortality hazard. We observed a significant effect of the EDI on NS in women with breast cancer throughout the follow-up period, and especially at 1.5 years of follow-up in women with cervical cancer. Regarding corpus uteri and ovarian cancer patients, the effect of deprivation on NS was less pronounced. These results highlight the impact of social environment on NS in women with breast or gynecological cancer in France thanks to a relevant statistical approach, and identify the follow-up periods during which the social environment may have a particular influence. These findings could help investigate targeted actions for each cancer type, particularly in the most deprived areas, at the time of diagnosis and during follow-up.
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Affiliation(s)
- Marie Poiseuil
- Univ. Bordeaux, Gironde General Cancer Registry, Bordeaux, France.,Inserm, Bordeaux Population Health, Research Center U1219, Team EPICENE, Bordeaux, France
| | - Laure Tron
- 'ANTICIPE' U1086 INSERM-UCN, Normandie Université UNICAEN, Centre François Baclesse, Caen, France
| | - Anne-Sophie Woronoff
- Doubs Cancer Registry, Besançon University Hospital, Besançon, France.,Research Unit EA3181, University of Burgundy Franche-Comté, Besançon, France.,French Network of Cancer Registries (FRANCIM), Toulouse, France
| | - Brigitte Trétarre
- French Network of Cancer Registries (FRANCIM), Toulouse, France.,Hérault Cancer Registry, Montpellier, France
| | - Tienhan Sandrine Dabakuyo-Yonli
- French Network of Cancer Registries (FRANCIM), Toulouse, France.,Breast and Gynecologic Cancer Registry of Côte d'Or, Georges Francois Leclerc Comprehensive Cancer Centre, Dijon, France.,Epidemiology and Quality of Life Research Unit, INSERM U1231, Dijon, France
| | - Mathieu Fauvernier
- Hospices Civils de Lyon, Pôle Santé Publique, Service de Biostatistique - Bioinformatique, Lyon, France.,Lyon University, Lyon 1 University, CNRS, UMR 5558, Biometrics and Evolutionary Biology Laboratory, Biostatistics and Health Team, Villeurbanne, France
| | - Laurent Roche
- Hospices Civils de Lyon, Pôle Santé Publique, Service de Biostatistique - Bioinformatique, Lyon, France.,Lyon University, Lyon 1 University, CNRS, UMR 5558, Biometrics and Evolutionary Biology Laboratory, Biostatistics and Health Team, Villeurbanne, France
| | - Olivier Dejardin
- 'ANTICIPE' U1086 INSERM-UCN, Normandie Université UNICAEN, Centre François Baclesse, Caen, France.,Research Department, Caen University Hospital Centre, Caen, France
| | - Florence Molinié
- French Network of Cancer Registries (FRANCIM), Toulouse, France.,Loire-Atlantique/Vendée Cancer Registry, Nantes, France.,SIRIC-ILIAD, INCA-DGOS-Inserm_12558, CHU Nantes, Nantes, France
| | - Guy Launoy
- 'ANTICIPE' U1086 INSERM-UCN, Normandie Université UNICAEN, Centre François Baclesse, Caen, France.,French Network of Cancer Registries (FRANCIM), Toulouse, France.,Research Department, Caen University Hospital Centre, Caen, France
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Zheng Y, Zhang X, Lu J, Liu S, Qian Y. Association between socioeconomic status and survival in patients with hepatocellular carcinoma. Cancer Med 2021; 10:7347-7359. [PMID: 34414679 PMCID: PMC8525159 DOI: 10.1002/cam4.4223] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 07/02/2021] [Accepted: 08/08/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The effect of socioeconomic status (SES) on hepatocellular carcinoma (HCC) is still unclear, and there is no nomogram integrated SES and clinicopathological factors to predict the prognosis of HCC. This research aims to confirm the effects of SES on predicting patients' survival and to establish a nomogram to predict the prognosis of HCC. METHODS The data of HCC patients were collected from the Surveillance, Epidemiology, and Final Results (SEER) database from 2011 to 2015. SES (age at diagnosis, race and sex, median family income, education level, insurance status, marital status, residence, cost of living index, poverty rate) and clinicopathological factors were included in univariate and multivariate Cox regression analysis. Nomograms for predicting 1-, 3-, and 5-year cancer-specific survival (CSS) and overall survival (OS) were established and evaluated by the concordance index (C-index), the receiver operating characteristic curve (ROC), the calibration plot, the integrated discrimination improvement (IDI), and the net reclassification improvement (NRI). RESULTS A total of 33,670 diagnosed HCC patients were involved, and nomograms consisting of 19 variables were established. The C-indexes of the nomograms are higher than TNM staging system, which predicts the CSS (0.789 vs. 0.692, p < 0.01) and OS (0.777 vs. 0.675, p < 0.01). The ROC curve, calibration diagram, IDI, and NRI showed the improved prognostic value in 1-, 3-, and 5-year survival rates. CONCLUSION SES plays an important role in the prognosis of HCC patients. Therefore, policymakers can make more precise and socially approved policies to improve HCC patients' CSS and OS.
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Affiliation(s)
- Yongshun Zheng
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Xun Zhang
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Jinsen Lu
- Department of Orthopedics, Affiliated Anhui Provincial Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Shuchen Liu
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Yeben Qian
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China
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Socioeconomic disparities in cancer incidence and mortality in England and the impact of age-at-diagnosis on cancer mortality. PLoS One 2021; 16:e0253854. [PMID: 34260594 PMCID: PMC8279298 DOI: 10.1371/journal.pone.0253854] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Accepted: 06/15/2021] [Indexed: 11/19/2022] Open
Abstract
Background We identify socioeconomic disparities by region in cancer morbidity and mortality in England for all-cancer and type-specific cancers, and use incidence data to quantify the impact of cancer diagnosis delays on cancer deaths between 2001–2016. Methods and findings We obtain population cancer morbidity and mortality rates at various age, year, gender, deprivation, and region levels based on a Bayesian approach. A significant increase in type-specific cancer deaths, which can also vary among regions, is shown as a result of delay in cancer diagnoses. Our analysis suggests increase of 7.75% (7.42% to 8.25%) in female lung cancer mortality in London, as an impact of 12-month delay in cancer diagnosis, and a 3.39% (3.29% to 3.48%) increase in male lung cancer mortality across all regions. The same delay can cause a 23.56% (23.09% to 24.30%) increase in male bowel cancer mortality. Furthermore, for all-cancer mortality, the highest increase in deprivation gap happened in the East Midlands, from 199 (186 to 212) in 2001, to 239 (224 to 252) in 2016 for males, and from 114 (107 to 121) to 163 (155 to 171) for females. Also, for female lung cancer, the deprivation gap has widened with the highest change in the North West, e.g. for incidence from 180 (172 to 188) to 272 (261 to 282), whereas it has narrowed for prostate cancer incidence with the biggest reduction in the South West from 165 (139 to 190) in 2001 to 95 (72 to 117) in 2016. Conclusions The analysis reveals considerable disparities in all-cancer and some type-specific cancers with respect to socioeconomic status. Furthermore, a significant increase in cancer deaths is shown as a result of delays in cancer diagnoses which can be linked to concerns about the effect of delay in cancer screening and diagnosis during the COVID-19 pandemic. Public health interventions at regional and deprivation level can contribute to prevention of cancer deaths.
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Ward T, Medina-Lara A, Mujica-Mota RE, Spencer AE. Accounting for Heterogeneity in Resource Allocation Decisions: Methods and Practice in UK Cancer Technology Appraisals. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2021; 24:995-1008. [PMID: 34243843 DOI: 10.1016/j.jval.2020.12.022] [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: 07/08/2020] [Revised: 11/05/2020] [Accepted: 12/15/2020] [Indexed: 06/13/2023]
Abstract
OBJECTIVES The availability of novel, more efficacious and expensive cancer therapies is increasing, resulting in significant treatment effect heterogeneity and complicated treatment and disease pathways. The aim of this study is to review the extent to which UK cancer technology appraisals (TAs) consider the impact of patient and treatment effect heterogeneity. METHODS A systematic search of National Institute for Health and Care Excellence TAs of colorectal, lung and ovarian cancer was undertaken for the period up to April 2020. For each TA, the pivotal clinical studies and economic evaluations were reviewed for considerations of patient and treatment effect heterogeneity. The study critically reviews the use of subgroup analysis and real-world translation in economic evaluations, alongside specific attributes of the economic modeling framework. RESULTS The search identified 49 TAs including 49 economic models. In total, 804 subgroup analyses were reported across 69 clinical studies. The most common stratification factors were age, gender, and Eastern Cooperative Oncology Group performance score, with 15% (119 of 804) of analyses demonstrating significantly different clinical outcomes to the main population; economic subgroup analyses were undertaken in only 17 TAs. All economic models were cohort-level with the majority described as partitioned survival models (39) or Markov/semi-Markov models. The impact of real-world heterogeneity on disease progression estimates was only explored in 2 models. CONCLUSION The ability of current modeling approaches to capture patient and treatment effect heterogeneity is constrained by their limited flexibility and simplistic nature. This study highlights a need for the use of more sophisticated modeling methods that enable greater consideration of real-world heterogeneity.
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Affiliation(s)
- Thomas Ward
- Health Economics Group, College of Medicine and Health, University of Exeter.
| | | | - Ruben E Mujica-Mota
- Health Economics Group, College of Medicine and Health, University of Exeter; Academic Unit of Health Economics, School of Medicine, University of Leeds
| | - Anne E Spencer
- Health Economics Group, College of Medicine and Health, University of Exeter
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Yin J, Dawood S, Cohen R, Meyers J, Zalcberg J, Yoshino T, Seymour M, Maughan T, Saltz L, Van Cutsem E, Venook A, Schmoll HJ, Goldberg R, Hoff P, Hecht JR, Hurwitz H, Punt C, Diaz Rubio E, Koopman M, Cremolini C, Heinemann V, Tournigard C, Bokemeyer C, Fuchs C, Tebbutt N, Souglakos J, Doulliard JY, Kabbinavar F, Chibaudel B, de Gramont A, Shi Q, Grothey A, Adams R. Impact of geography on prognostic outcomes of 21,509 patients with metastatic colorectal cancer enrolled in clinical trials: an ARCAD database analysis. Ther Adv Med Oncol 2021; 13:17588359211020547. [PMID: 34262614 PMCID: PMC8252342 DOI: 10.1177/17588359211020547] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 05/05/2021] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Benchmarking international cancer survival differences is necessary to evaluate and improve healthcare systems. Our aim was to assess the potential regional differences in outcomes among patients with metastatic colorectal cancer (mCRC) participating in international randomized clinical trials (RCTs). DESIGN Countries were grouped into 11 regions according to the World Health Organization and the EUROCARE model. Meta-analyses based on individual patient data were used to synthesize data across studies and regions and to conduct comparisons for outcomes in a two-stage random-effects model after adjusting for age, sex, performance status, and time period. We used mCRC patients enrolled in the first-line RCTs from the ARCAD database, which provided enrolling country information. There were 21,509 patients in 27 RCTs included across the 11 regions. RESULTS Main outcomes were overall survival (OS) and progression-free survival (PFS). Compared with other regions, patients from the United Kingdom (UK) and Ireland were proportionaly over-represented, older, with higher performance status, more frequently male, and more commonly not treated with biological therapies. Cohorts from central Europe and the United States (USA) had significantly longer OS compared with those from UK and Ireland (p = 0.0034 and p < 0.001, respectively), with median difference of 3-4 months. The survival deficits in the UK and Ireland cohorts were, at most, 15% at 1 year. No evidence of a regional disparity was observed for PFS. Among those treated without biological therapies, patients from the UK and Ireland had shorter OS than central Europe patients (p < 0.001). CONCLUSIONS Significant international disparities in the OS of cohorts of mCRC patients enrolled in RCTs were found. Survival of mCRC patients included in RCTs was consistently lower in the UK and Ireland regions than in central Europe, southern Europe, and the USA, potentially attributed to greater overall population representation, delayed diagnosis, and reduced availability of therapies.
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Affiliation(s)
- Jun Yin
- Department of Health Sciences Research, Mayo Clinic, 200 First Street, SW Rochester, MN 55905, USA
| | - Shaheenah Dawood
- Mediclinic City Hospital: North Wing, Dubai Health Care City, Dubai UAE
| | - Romain Cohen
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - Jeff Meyers
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - John Zalcberg
- School of Public Health and Preventative Medicine, Monash University, Melbourne, Australia
| | - Takayuki Yoshino
- Department of Gastrointestinal Oncology, National Cancer Center Hospital East, Chiba, Japan
| | | | - Tim Maughan
- CRUK/MRC Oxford Institute for Radiation Oncology, Oxford, UK
| | - Leonard Saltz
- Memory Sloan Kettering Cancer Center, New York, NY, USA
| | - Eric Van Cutsem
- Digestive Oncology, University Hospitals Gasthuisberg Leuven and KU Leuven, Leuven, Belgium
| | - Alan Venook
- Department of Medicine, The University of California San Francisco, San Francisco, CA, USA
| | | | - Richard Goldberg
- Department of Oncology, West Virginia University, Morgantown, WV, USA
| | - Paulo Hoff
- Centro de Oncologia de Brasilia do Sirio Libanes: Unidade Lago Sul, Siro Libanes, Brazil
| | - J. Randolph Hecht
- Ronald Reagan UCLA Medical Center, UCLS Medical Center, Santa Monica, CA, USA
| | | | - Cornelis Punt
- Department of Medical Oncology, University of Amsterdam, Amsterdam, The Netherlands
| | | | - Miriam Koopman
- Department of Medical Oncology, University Medical Center Utrecht, University of Utrecht, Utrecht, The Netherlands
| | - Chiara Cremolini
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Volker Heinemann
- Department of Medical Oncology and Comprehensive Cancer Center, University of Munich, Munich, Germany
| | | | - Carsten Bokemeyer
- Department of Oncology, Hematology and Bone Marrow Transplantation with Section of Pneumology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | | | - Niall Tebbutt
- Sydney Medical School, University of Sydney, Sydney, Australia
| | | | | | | | - Benoist Chibaudel
- Department of Medical Oncology, Franco-British Institute, Levallois-Perret, France
| | - Aimery de Gramont
- Department of Medical Oncology, Franco-British Institute, Levallois-Perret, France
| | - Qian Shi
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | | | - Richard Adams
- Cardiff University and Velindre Cancer Center, Cardiff, UK
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Taylor CJ, Lay-Flurrie SL, Ordóñez-Mena JM, Goyder CR, Jones NR, Roalfe AK, Hobbs FR. Natriuretic peptide level at heart failure diagnosis and risk of hospitalisation and death in England 2004-2018. Heart 2021; 108:543-549. [PMID: 34183432 PMCID: PMC8921592 DOI: 10.1136/heartjnl-2021-319196] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Accepted: 05/19/2021] [Indexed: 12/23/2022] Open
Abstract
Objective Heart failure (HF) is a malignant condition requiring urgent treatment. Guidelines recommend natriuretic peptide (NP) testing in primary care to prioritise referral for specialist diagnostic assessment. We aimed to assess association of baseline NP with hospitalisation and mortality in people with newly diagnosed HF. Methods Population-based cohort study of 40 007 patients in the Clinical Practice Research Datalink in England with a new HF diagnosis (48% men, mean age 78.5 years). We used linked primary and secondary care data between 1 January 2004 and 31 December 2018 to report one-year hospitalisation and 1-year, 5-year and 10-year mortality by NP level. Results 22 085 (55%) participants were hospitalised in the year following diagnosis. Adjusted odds of HF-related hospitalisation in those with a high NP (NT-proBNP >2000 pg/mL) were twofold greater (OR 2.26 95% CI 1.98 to 2.59) than a moderate NP (NT-proBNP 400–2000 pg/mL). All-cause mortality rates in the high NP group were 27%, 62% and 82% at 1, 5 and 10 years, compared with 19%, 50% and 77%, respectively, in the moderate NP group and, in a competing risks model, risk of HF-related death was 50% higher at each timepoint. Median time between NP test and HF diagnosis was 101 days (IQR 19–581). Conclusions High baseline NP is associated with increased HF-related hospitalisation and poor survival. While healthcare systems remain under pressure from the impact of COVID-19, research to test novel strategies to prevent hospitalisation and improve outcomes—such as a mandatory two-week HF diagnosis pathway—is urgently needed.
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Affiliation(s)
- Clare J Taylor
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Sarah L Lay-Flurrie
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - José M Ordóñez-Mena
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Clare R Goyder
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Nicholas R Jones
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Andrea K Roalfe
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Fd Richard Hobbs
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
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Malhotra A, Rachet B, Bonaventure A, Pereira SP, Woods LM. Can we screen for pancreatic cancer? Identifying a sub-population of patients at high risk of subsequent diagnosis using machine learning techniques applied to primary care data. PLoS One 2021; 16:e0251876. [PMID: 34077433 PMCID: PMC8171946 DOI: 10.1371/journal.pone.0251876] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 05/04/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Pancreatic cancer (PC) represents a substantial public health burden. Pancreatic cancer patients have very low survival due to the difficulty of identifying cancers early when the tumour is localised to the site of origin and treatable. Recent progress has been made in identifying biomarkers for PC in the blood and urine, but these cannot be used for population-based screening as this would be prohibitively expensive and potentially harmful. METHODS We conducted a case-control study using prospectively-collected electronic health records from primary care individually-linked to cancer registrations. Our cases were comprised of 1,139 patients, aged 15-99 years, diagnosed with pancreatic cancer between January 1, 2005 and June 30, 2009. Each case was age-, sex- and diagnosis time-matched to four non-pancreatic (cancer patient) controls. Disease and prescription codes for the 24 months prior to diagnosis were used to identify 57 individual symptoms. Using a machine learning approach, we trained a logistic regression model on 75% of the data to predict patients who later developed PC and tested the model's performance on the remaining 25%. RESULTS We were able to identify 41.3% of patients < = 60 years at 'high risk' of developing pancreatic cancer up to 20 months prior to diagnosis with 72.5% sensitivity, 59% specificity and, 66% AUC. 43.2% of patients >60 years were similarly identified at 17 months, with 65% sensitivity, 57% specificity and, 61% AUC. We estimate that combining our algorithm with currently available biomarker tests could result in 30 older and 400 younger patients per cancer being identified as 'potential patients', and the earlier diagnosis of around 60% of tumours. CONCLUSION After further work this approach could be applied in the primary care setting and has the potential to be used alongside a non-invasive biomarker test to increase earlier diagnosis. This would result in a greater number of patients surviving this devastating disease.
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Affiliation(s)
- Ananya Malhotra
- Faculty of Epidemiology and Population Health, Department of Non-Communicable Disease Epidemiology, Inequalities in Cancer Outcomes Network, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Bernard Rachet
- Faculty of Epidemiology and Population Health, Department of Non-Communicable Disease Epidemiology, Inequalities in Cancer Outcomes Network, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Audrey Bonaventure
- Epidemiology of Childhood and Adolescent Cancers Team, CRESS, Université de Paris-INSERM, Villejuif, France
| | - Stephen P. Pereira
- UCL Institute for Liver and Digestive Health, University College London, London, United Kingdom
| | - Laura M. Woods
- Faculty of Epidemiology and Population Health, Department of Non-Communicable Disease Epidemiology, Inequalities in Cancer Outcomes Network, London School of Hygiene & Tropical Medicine, London, United Kingdom
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Lawler M, Oliver K, Gijssels S, Aapro M, Abolina A, Albreht T, Erdem S, Geissler J, Jassem J, Karjalainen S, La Vecchia C, Lievens Y, Meunier F, Morrissey M, Naredi P, Oberst S, Poortmans P, Price R, Sullivan R, Velikova G, Vrdoljak E, Wilking N, Yared W, Selby P. The European Code of Cancer Practice. J Cancer Policy 2021; 28:100282. [DOI: 10.1016/j.jcpo.2021.100282] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 03/19/2021] [Accepted: 03/31/2021] [Indexed: 12/11/2022]
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Condon L, Curejova J, Leeanne Morgan D, Fenlon D. Cancer diagnosis, treatment and care: A qualitative study of the experiences and health service use of Roma, Gypsies and Travellers. Eur J Cancer Care (Engl) 2021; 30:e13439. [PMID: 33955101 DOI: 10.1111/ecc.13439] [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: 07/01/2020] [Revised: 02/04/2021] [Accepted: 02/25/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Early diagnosis and treatment are key to reducing deaths from cancer, but people from Black and Minority Ethnic (BME) groups are more likely to encounter delays in entering the cancer care system. Roma, Gypsies and Travellers are ethnic minorities who experience extreme health inequalities. OBJECTIVE To explore the experiences of cancer diagnosis, treatment and care among people who self-identify as Roma or Gypsies and Travellers. METHODS A participatory qualitative approach was taken. Peer researchers conducted semi-structured interviews (n = 37) and one focus group (n = 4) with community members in Wales and England, UK. RESULTS Cancer fatalism is declining, but Roma, Gypsies and Travellers experience barriers to cancer healthcare at service user, service provider and organisational levels. Communication was problematic for all groups, and Roma participants reported lack of access to interpreters within primary care. Clear communication and trusting relationships with health professionals are highly valued and most frequently found in tertiary care. CONCLUSION This study suggests that Roma, Gypsies and Travellers are motivated to access health care for cancer diagnosis and treatment, but barriers experienced in primary care can prevent or delay access to diagnostic and treatment services. Organisational changes, plus increased cultural competence among health professionals, have the potential to reduce inequalities in early detection of cancer.
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Affiliation(s)
- Louise Condon
- College of Human and Health Sciences, Swansea University, Wales, UK
| | | | | | - Deborah Fenlon
- College of Human and Health Sciences, Swansea University, Wales, UK
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Laake JP, Vulkan D, Quaife SL, Hamilton WT, Martins T, Waller J, Parmar D, Sasieni P, Duffy SW. Targeted encouragement of GP consultations for possible cancer symptoms: a randomised controlled trial. Br J Gen Pract 2021; 71:e339-e346. [PMID: 33875418 PMCID: PMC8087296 DOI: 10.3399/bjgp20x713489] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Accepted: 10/05/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND For some common cancers, survival is lower in the UK than in comparable high-income countries. AIM To assess the effectiveness of a targeted postal intervention (to promote awareness of cancer symptoms and earlier help seeking) on patient consultation rates. DESIGN AND SETTING A two-arm randomised controlled trial was carried out on patients aged 50-84 years registered at 23 general practices in rural and urban areas of Greater London, Greater Manchester, and the North East of England. METHOD Patients who had not had a consultation at their general practice in the previous 12 months and had at least two other risk factors for late presentation with cancer were randomised to intervention and control arms. The intervention consisted of a posted letter and leaflet. Primary outcome was the number of consultations at the practice with patients randomised to each arm in the 6 months subsequent to posting the intervention. All patients with outcome data were included in the intention-to-treat analyses. RESULTS In total, 1513 patients were individually randomised to the intervention (n = 783) and control (n = 730) arms between Nov 2016 - May 2017; outcome data were available for 749 and 705 patients, respectively, with a statistically significantly higher rate of consultation in the intervention arm compared with the control arm: 436 versus 335 consultations (relative risk 1.40, 95% confidence interval = 1.11 to 1.77, P = 0.004). There was, however, no difference in the numbers of patients consulting. CONCLUSION Targeted interventions of this nature can change behaviour; there is a need to develop interventions that can be more effective at engaging patients with primary care. This study demonstrates that targeted interventions promoting both awareness of possible cancer symptoms and earlier health seeking, can change behaviour. There is a need to develop and test interventions that can be more effective at engaging the most at-risk patients.
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Affiliation(s)
- Jean-Pierre Laake
- Centre for Cancer Prevention, Wolfson Institute of Preventive Medicine, Queen Mary University of London, London; medical student, Warwick Medical School, University of Warwick, Coventry
| | - Daniel Vulkan
- Centre for Cancer Prevention, Wolfson Institute of Preventive Medicine, Queen Mary University of London, London
| | - Samantha L Quaife
- Centre for Cancer Prevention, Wolfson Institute of Preventive Medicine, Queen Mary University of London, London; senior research fellow, Research Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, University College London, London
| | | | | | - Jo Waller
- Research Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, University College London, London; reader in cancer behavioural science, School of Cancer & Pharmaceutical Sciences, King's College London, London
| | - Dharmishta Parmar
- Centre for Cancer Prevention, Wolfson Institute of Preventive Medicine, Queen Mary University of London, London
| | | | - Stephen W Duffy
- Centre for Cancer Prevention, Wolfson Institute of Preventive Medicine, Queen Mary University of London, London
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Woods LM, Rachet B, Morris M, Bhaskaran K, Coleman MP. Are socio-economic inequalities in breast cancer survival explained by peri-diagnostic factors? BMC Cancer 2021; 21:485. [PMID: 33933034 PMCID: PMC8088027 DOI: 10.1186/s12885-021-08087-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Accepted: 03/23/2021] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Patients living in more deprived localities have lower cancer survival in England, but the role of individual health status at diagnosis and the utilisation of primary health care in explaining these differentials has not been widely considered. We set out to evaluate whether pre-existing individual health status at diagnosis and primary care consultation history (peri-diagnostic factors) could explain socio-economic differentials in survival amongst women diagnosed with breast cancer. METHODS We conducted a retrospective cohort study of women aged 15-99 years diagnosed in England using linked routine data. Ecologically-derived measures of income deprivation were combined with individually-linked data from the English National Cancer Registry, Clinical Practice Research Datalink (CPRD) and Hospital Episodes Statistics (HES) databases. Smoking status, alcohol consumption, BMI, comorbidity, and consultation histories were derived for all patients. Time to breast surgery was derived for women diagnosed after 2005. We estimated net survival and modelled the excess hazard ratio of breast cancer death using flexible parametric models. We accounted for missing data using multiple imputation. RESULTS Net survival was lower amongst more deprived women, with a single unit increase in deprivation quintile inferring a 4.4% (95% CI 1.4-8.8) increase in excess mortality. Peri-diagnostic co-variables varied by deprivation but did not explain the differentials in multivariable analyses. CONCLUSIONS These data show that socio-economic inequalities in survival cannot be explained by consultation history or by pre-existing individual health status, as measured in primary care. Differentials in the effectiveness of treatment, beyond those measuring the inclusion of breast surgery and the timing of surgery, should be considered as part of the wider effort to reduce inequalities in premature mortality.
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Affiliation(s)
- Laura M Woods
- Department of Non-Communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, Keppel St, London, WC1E 7HT, UK.
| | - Bernard Rachet
- Department of Non-Communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, Keppel St, London, WC1E 7HT, UK
| | - Melanie Morris
- Department of Health Services Research and Policy, Faculty of Public Health and Policy London School of Hygiene & Tropical Medicine, 15-17 Tavistock Place, London, WC1H 9SH, UK
| | - Krishnan Bhaskaran
- Department of Non-Communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, Keppel St, London, WC1E 7HT, UK
| | - Michel P Coleman
- Department of Non-Communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, Keppel St, London, WC1E 7HT, UK
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