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Shridhar K, Krishnatreya M, Kumar R, Kondal D, Bhattacharyya M, Kalita B, Snehil P, Singh AK, Kataki AC, Ghosh A, D Prabhakaran, Prabhakaran P, Dhillon PK. Household cooking fuel and gallbladder cancer risk: a multi-centre case-control study in India. Cancer Causes Control 2024; 35:281-292. [PMID: 37733135 DOI: 10.1007/s10552-023-01787-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 08/27/2023] [Indexed: 09/22/2023]
Abstract
PURPOSE Gallbladder cancers (GBC), unique to certain geographical regions, are lethal digestive tract cancers, disproportionately affecting women, with limited information on risk factors. METHODS We evaluated the association between household cooking fuel and GBC risk in a hospital-based case-control study conducted in the North-East and East Indian states of Assam and Bihar. We explored the potential mediation by diet, fire-vents, 'daily exposure duration' and parity (among women). We recruited biopsy-confirmed GBC (n = 214) men and women aged 30-69 years between 2019 and 2021, and controls frequency-matched by age, sex and region (n = 166). Information about cooking fuel, lifestyle, personal and family history, female reproductive factors, socio-demographics, and anthropometrics was collected. We tested associations using multivariable logistic regression analyses. RESULTS All participants (73.4% women) were categorised based on predominant cooking fuel use. Group-1: LPG (Liquefied Petroleum Gas) users in the previous 20 years and above without concurrent biomass use (26.15%); Group-2: LPG users in the previous 20 years and above with concurrent secondary biomass use (15.9%); Group-3: Biomass users for ≥ 20 years (57.95%). Compared to group-1, accounting for confounders, GBC risk was higher in group-2 [OR: 2.02; 95% CI: 1.00-4.07] and group-3 [OR: 2.01; 95% CI: 1.08-3.73] (p-trend:0.020). These associations strengthened among women that attenuated with high daily consumption of fruits-vegetables but not with fire-vents, 'daily exposure duration' or parity. CONCLUSION Biomass burning was associated with a high-risk for GBC and should be considered as a modifiable risk factor for GBC. Clean cooking fuel can potentially mitigate, and a healthy diet can partially reduce the risk among women.
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Affiliation(s)
- Krithiga Shridhar
- Centre for Chronic Disease Control, C1/52, 2nd Floor, Safdarjung Development Area, New Delhi, 110016, India.
- Public Health Foundation of India, Plot No 47, Sector 44, Institutional Area, Gurugram, 122002, Haryana, India.
| | - Manigreeva Krishnatreya
- Dr. Bhubaneshwar Borooah Cancer Institute, AK Azad Road, Gopinath Nagar Road, Bishnu Rabha Nagar, Guwahati, 781016, Assam, India
| | - Ranjit Kumar
- Mahavir Cancer Sansthan and Research Centre, Phulwarisharif, Patna, 801505, Bihar, India
- Central University of Himachal Pradesh, Dharamshala, Kangra, 176215, Himachal Pradesh, India
| | - Dimple Kondal
- Centre for Chronic Disease Control, C1/52, 2nd Floor, Safdarjung Development Area, New Delhi, 110016, India
| | - Mouchumee Bhattacharyya
- Dr. Bhubaneshwar Borooah Cancer Institute, AK Azad Road, Gopinath Nagar Road, Bishnu Rabha Nagar, Guwahati, 781016, Assam, India
| | - Banti Kalita
- Public Health Foundation of India, Plot No 47, Sector 44, Institutional Area, Gurugram, 122002, Haryana, India
| | - Prakriti Snehil
- Public Health Foundation of India, Plot No 47, Sector 44, Institutional Area, Gurugram, 122002, Haryana, India
| | - Amulya K Singh
- Akshat Seva Sadan, Yarpur, Gardanibagh, Patna, 800001, Bihar, India
| | - Amal Chandra Kataki
- Dr. Bhubaneshwar Borooah Cancer Institute, AK Azad Road, Gopinath Nagar Road, Bishnu Rabha Nagar, Guwahati, 781016, Assam, India
| | - Ashok Ghosh
- Mahavir Cancer Sansthan and Research Centre, Phulwarisharif, Patna, 801505, Bihar, India
| | - D Prabhakaran
- Centre for Chronic Disease Control, C1/52, 2nd Floor, Safdarjung Development Area, New Delhi, 110016, India
- Public Health Foundation of India, Plot No 47, Sector 44, Institutional Area, Gurugram, 122002, Haryana, India
- London School of Hygiene and Tropical Medicine, Bloomsbury, London, UK
| | - Poornima Prabhakaran
- Centre for Chronic Disease Control, C1/52, 2nd Floor, Safdarjung Development Area, New Delhi, 110016, India
- Public Health Foundation of India, Plot No 47, Sector 44, Institutional Area, Gurugram, 122002, Haryana, India
| | - Preet K Dhillon
- Centre for Chronic Disease Control, C1/52, 2nd Floor, Safdarjung Development Area, New Delhi, 110016, India
- Genentech Roche, San Francisco Bay Area, CA, 94080, USA
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Shridhar K, Krishnatreya M, Sarkar S, Kumar R, Kondal D, Kuriakose S, Rs V, Singh AK, Kataki AC, Ghosh A, Mukherjee A, Prabhakaran D, Mondal D, Prabhakaran P, Dhillon PK. Chronic Exposure to Drinking Water Arsenic and Gallbladder Cancer Risk: Preliminary Evidence from Endemic Regions of India. Cancer Epidemiol Biomarkers Prev 2023; 32:406-414. [PMID: 36622765 DOI: 10.1158/1055-9965.epi-22-0926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 11/16/2022] [Accepted: 01/04/2023] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Evidence linking arsenic in drinking water to digestive tract cancers is limited. We evaluated the association between arsenic levels in groundwater and gallbladder cancer risk in a case-control study (2019-2021) of long-term residents (≥10years) in two arsenic-impacted and high gallbladder cancer risk states of India-Assam and Bihar. METHODS We recruited men and women aged 30 to 69 years from hospitals (73.4% women), with newly diagnosed, biopsy-confirmed gallbladder cancer (N = 214) and unrelated controls frequency-matched for 5-year age, sex, and state (N = 166). Long-term residential history, lifestyle factors, family history, socio-demographics, and physical measurements were collected. Average-weighted arsenic concentration (AwAC) was extrapolated from district-level groundwater monitoring data (2017-2018) and residential history. We evaluated gallbladder cancer risk for tertiles of AwAC (μg/L) in multivariable logistic regression models adjusted for important confounders [Range: 0-448.39; median (interquartile range), T1-0.45 (0.0-1.19); T2-3.75 (2.83-7.38); T3-17.6 (12.34-20.54)]. RESULTS We observed a dose-response increase in gallbladder cancer risk based on AwAC tertiles [OR = 2.00 (95% confidence interval, 1.05-3.79) and 2.43 (1.30-4.54); Ptrend = 0.007]. Participants in the highest AwAC tertile consumed more tubewell water (67.7% vs. 27.9%) and reported more sediments (37.9% vs. 18.7%) with unsatisfactory color, odor, and taste (49.2% vs. 25.0%) than those in the lowest tertile. CONCLUSIONS These findings suggest chronic arsenic exposure in drinking water at low-moderate levels may be a potential risk factor for gallbladder cancer. IMPACT Risk factors for gallbladder cancer, a lethal digestive tract cancer, are not fully understood. Data from arsenic-endemic regions of India, with a high incidence of gallbladder cancer, may offer unique insights. Tackling 'arsenic pollution' may help reduce the burden of several health outcomes.
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Affiliation(s)
- Krithiga Shridhar
- Centre for Environmental Health & Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurugram, India.,Centre for Chronic Disease Control, New Delhi, India
| | | | | | - Ranjit Kumar
- Mahavir Cancer Sansthan and Research Centre, Patna, Bihar, India.,Central University of Himachal Pradesh, Dharamshala, Himachal Pradesh, India
| | - Dimple Kondal
- Centre for Chronic Disease Control, New Delhi, India
| | | | - Vinutha Rs
- Centre for Chronic Disease Control, New Delhi, India
| | | | | | - Ashok Ghosh
- Mahavir Cancer Sansthan and Research Centre, Patna, Bihar, India
| | | | - D Prabhakaran
- Centre for Environmental Health & Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurugram, India.,Centre for Chronic Disease Control, New Delhi, India.,London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Debapriya Mondal
- London School of Hygiene and Tropical Medicine, London, United Kingdom.,St. Georges University of London, London, United Kingdom
| | - Poornima Prabhakaran
- Centre for Environmental Health & Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurugram, India.,Centre for Chronic Disease Control, New Delhi, India
| | - Preet K Dhillon
- Centre for Chronic Disease Control, New Delhi, India.,Genentech Roche, South San Francisco, California
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Aggarwal A, Rama R, Dhillon PK, Deepa M, Kondal D, Kaushik N, Bumb D, Mehrotra R, Kohler BA, Mohan V, Gillespie TW, Patel AV, Rajaraman S, Prabhakaran D, Ward KC, Goodman M. Linking population-based cohorts with cancer registries in LMIC: a case study and lessons learnt in India. BMJ Open 2023; 13:e068644. [PMID: 36878651 PMCID: PMC9990691 DOI: 10.1136/bmjopen-2022-068644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/08/2023] Open
Abstract
OBJECTIVES In resource-constrained settings, cancer epidemiology research typically relies on self-reported diagnoses. To test a more systematic alternative approach, we assessed the feasibility of linking a cohort with a cancer registry. SETTING Data linkage was performed between a population-based cohort in Chennai, India, with a local population-based cancer registry. PARTICIPANTS Data set of Centre for Cardiometabolic Risk Reduction in South-Asia (CARRS) cohort participants (N=11 772) from Chennai was linked with the cancer registry data set for the period 1982-2015 (N=140 986). METHODS AND OUTCOME MEASURES Match*Pro, a probabilistic record linkage software, was used for computerised linkages followed by manual review of high scoring records. The variables used for linkage included participant name, gender, age, address, Postal Index Number and father's and spouse's name. Registry records between 2010 and 2015 and between 1982 and 2015, respectively, represented incident and all (both incident and prevalent) cases. The extent of agreement between self-reports and registry-based ascertainment was expressed as the proportion of cases found in both data sets among cases identified independently in each source. RESULTS There were 52 self-reported cancer cases among 11 772 cohort participants, but 5 cases were misreported. Of the remaining 47 eligible self-reported cases (incident and prevalent), 37 (79%) were confirmed by registry linkage. Among 29 self-reported incident cancers, 25 (86%) were found in the registry. Registry linkage also identified 24 previously not reported cancers; 12 of those were incident cases. The likelihood of linkage was higher in more recent years (2014-2015). CONCLUSIONS Although linkage variables in this study had limited discriminatory power in the absence of a unique identifier, an appreciable proportion of self-reported cases were confirmed in the registry via linkages. More importantly, the linkages also identified many previously unreported cases. These findings offer new insights that can inform future cancer surveillance and research in low-income and middle-income countries.
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Affiliation(s)
- Aastha Aggarwal
- The Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurugram, Haryana, India
- Centre for Chronic Disease Control, Dwarka, Delhi, India
| | | | - Preet K Dhillon
- The Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurugram, Haryana, India
- Centre for Chronic Disease Control, Dwarka, Delhi, India
- Genentech Inc, South San Francisco, California, USA
| | - Mohan Deepa
- Madras Diabetes Research Foundation (ICMR Center for Advanced Research on Diabetes), Chennai, Tamil Nadu, India
| | - Dimple Kondal
- Centre for Chronic Disease Control, Dwarka, Delhi, India
| | - Naveen Kaushik
- Centre for Chronic Disease Control, Dwarka, Delhi, India
| | - Dipika Bumb
- Ramaiah International Centre for Public Health Innovations, Bengaluru, Karnataka, India
| | - Ravi Mehrotra
- Centre for Health, Innovation and Policy, Noida, Uttar Pradesh, India
- Department of Epidemiology, Rollins School of Public Health, Atlanta, Georgia, USA
| | - Betsy A Kohler
- North American Association of Central Cancer Registries, Springfield, Illinois, USA
| | - Viswanathan Mohan
- Madras Diabetes Research Foundation (ICMR Center for Advanced Research on Diabetes), Chennai, Tamil Nadu, India
- Dr. Mohan's Diabetes Specialities Centre (IDF Centre of Excellence in Diabetes Care), Gopalapuram, Chennai, Tamil Nadu, India
| | - Theresa W Gillespie
- Department of Hematology & Medical Oncology, Emory University School of Medicine, Atlanta, Georgia, USA
- Emory University Winship Cancer Institute, Atlanta, Georgia, USA
| | - Alpa V Patel
- Department of Population Science, American Cancer Society, Atlanta, Georgia, USA
| | | | - Dorairaj Prabhakaran
- The Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurugram, Haryana, India
- Centre for Chronic Disease Control, Dwarka, Delhi, India
| | - Kevin C Ward
- Department of Epidemiology, Rollins School of Public Health, Atlanta, Georgia, USA
- Emory University Winship Cancer Institute, Atlanta, Georgia, USA
- Centre for Cancer Statistics, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Michael Goodman
- Department of Epidemiology, Rollins School of Public Health, Atlanta, Georgia, USA
- Emory University Winship Cancer Institute, Atlanta, Georgia, USA
- Centre for Cancer Statistics, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
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Kuriakose S, Krishnamurthy A, Vinutha RS, Ramshankar V, Sekhar S, Walia GK, Gupta R, Aggarwal A, Singh R, Rajan S, Kondal D, Grover S, Prabhakaran D, Dhillon PK, Shridhar K, Goodman M. Time intervals and patient-level factors in oral cancer diagnostic pathways: An application of the WHO framework in India. Cancer Epidemiol 2022; 81:102283. [PMID: 36335850 DOI: 10.1016/j.canep.2022.102283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 10/21/2022] [Accepted: 10/23/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Oral cancer, a leading cancer-site in India, is often detected at advanced stages. We evaluated the time intervals from first symptom to help-seeking and diagnosis among oral cancer patients. METHODOLOGY In this cross-sectional study, we recruited 226 consecutive oral cancer patients (mean age ( ± SD) 51.9 years ( ± 10.9); 81.9% men; 70.3% advanced stage) registered for diagnosis and treatment, between 2019 and 2021 at a cancer care centre in South India. We used WHO framework and previously standardized tools to record time intervals (appraisal, help-seeking and diagnostic) and baseline characteristics. We utilized multivariable logistic regression models to test the associations between 'prolonged (i.e., over 1 month) time intervals') and patient-level factors to estimate odds ratios (ORs) with 95% confidence intervals (CIs). RESULTS Over a half of patients presented with prolonged appraisal (60%) and help-seeking intervals (57%), and a third (34%) reported prolonged diagnostic interval. Patients with no formal education, no routine healthcare visits, no self-reported risk factors, and those who did not perceive initial symptoms to be serious were 2-4 times more likely to have prolonged appraisal and help-seeking than the rest. High travel costs and self-decision for visiting healthcare facility prolonged help-seeking. Diagnostic interval was prolonged only among women OR= 2.7 (95% CI: 1.2-6.1)) and in patients whose first doctor's opinion was 'nothing to worry' OR (=7.3 (95% CI: 2.6-20.5)). 'Correct knowledge of cancer' shortened appraisal and help-seeking intervals and 'incorrect knowledge and negative beliefs' prolonged diagnostic interval. CONCLUSION Our findings highlight that interventions targeting sociocultural and economic determinants, symptom awareness, sensitizing persons at risk (especially women) and primary care providers might reduce overall time to diagnosis. Further, patients without any known risk factors for oral cancer might be at-risk for prolonged appraisal interval. These might help inform 'pull' strategies for cancer control in India and similar settings.
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Affiliation(s)
- Steena Kuriakose
- Centre for Chronic Disease Control, C-1/52, 2ND FL, Safdarjung Development Area, Delhi 110016, India.
| | | | - R S Vinutha
- Public Health Foundation of India, Plot 47, Sector 44, Institutional Area, Gurgaon, Haryana 122002, India.
| | - Vijayalakshmi Ramshankar
- Department of Preventive Oncology and Molecular Testing Laboratory, Cancer Institute WIA, Adyar, Chennai 600020, India.
| | | | - Gagandeep Kaur Walia
- Public Health Foundation of India, Plot 47, Sector 44, Institutional Area, Gurgaon, Haryana 122002, India.
| | - Ruby Gupta
- Centre for Chronic Disease Control, C-1/52, 2ND FL, Safdarjung Development Area, Delhi 110016, India; Public Health Foundation of India, Plot 47, Sector 44, Institutional Area, Gurgaon, Haryana 122002, India.
| | - Aastha Aggarwal
- Public Health Foundation of India, Plot 47, Sector 44, Institutional Area, Gurgaon, Haryana 122002, India.
| | - Ranjana Singh
- Public Health Foundation of India, Plot 47, Sector 44, Institutional Area, Gurgaon, Haryana 122002, India.
| | - Sheril Rajan
- Centre for Chronic Disease Control, C-1/52, 2ND FL, Safdarjung Development Area, Delhi 110016, India.
| | - Dimple Kondal
- Centre for Chronic Disease Control, C-1/52, 2ND FL, Safdarjung Development Area, Delhi 110016, India; Public Health Foundation of India, Plot 47, Sector 44, Institutional Area, Gurgaon, Haryana 122002, India.
| | - Surbhi Grover
- Hospital of the University of Pennsylvania, Department of Radiation Oncology, 3400 Civic Center Blvd., Philadelphia, PA 19104, United States.
| | - D Prabhakaran
- Centre for Chronic Disease Control, C-1/52, 2ND FL, Safdarjung Development Area, Delhi 110016, India; Public Health Foundation of India, Plot 47, Sector 44, Institutional Area, Gurgaon, Haryana 122002, India.
| | - Preet K Dhillon
- Centre for Chronic Disease Control, C-1/52, 2ND FL, Safdarjung Development Area, Delhi 110016, India; Department of Real World Data, PD Data Sciences, Genentech Inc., South San Francisco, CA, USA.
| | - Krithiga Shridhar
- Centre for Chronic Disease Control, C-1/52, 2ND FL, Safdarjung Development Area, Delhi 110016, India; Public Health Foundation of India, Plot 47, Sector 44, Institutional Area, Gurgaon, Haryana 122002, India.
| | - Michael Goodman
- Rollins School of Public Health, Emory University, 1518 Clifton Rd, Atlanta, GA 30322, United States.
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Heo S, Son JY, Lim CC, Fong KC, Choi HM, Hernandez-Ramirez RU, Nyhan K, Dhillon PK, Kapoor S, Prabhakaran D, Spiegelman D, Bell ML. Effect modification by sex for associations of fine particulate matter (PM 2.5) with cardiovascular mortality, hospitalization, and emergency room visits: systematic review and meta-analysis. Environ Res Lett 2022; 17:053006. [PMID: 35662857 PMCID: PMC9162078 DOI: 10.1088/1748-9326/ac6cfb] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Particulate matter with aerodynamic diameter no larger than 2.5 μm (PM2.5) has been linked to cardiovascular diseases (CVDs) but evidence for vulnerability by sex remains unclear. We performed systematic review and meta-analysis to synthesize the state of scientific evidence on whether cardiovascular risks from PM2.5 differ for men compared to women. The databases Pubmed, Scopus, Embase, and GreenFILE were searched for studies published Jan. 1995 to Feb. 2020. Observational studies conducting subgroup analysis by sex for impacts of short-term or long-term exposure to PM2.5 on target CVDs were included. Data were independently extracted in duplicate and pooled with random-effects meta-regression. Risk ratios (RRs) for long-term exposure and percent changes in outcomes for short-term exposure were calculated per 10 μg/m3 PM2.5 increase. Quality of evidence of risk differences by sex was rated following Grading of Recommendations Assessment, Development and Evaluation (GRADE). A total of 12,502 articles were screened, with 61 meeting inclusion criteria. An additional 32 studies were added from citation chaining. RRs of all CVD mortality for long-term PM2.5 for men and women were the same (1.14; 95% CI: 1.09, 1.22) indicating no statistically different risks. Men and women did not have statistically different risks of daily CVD mortality, hospitalizations from all CVD, ischemic heart disease, cardiac arrest, acute myocardial infarction, and heart failure from short-term PM2.5 exposure (difference in % change in risk per 10 μg/m3 PM2.5: 0.04 (95% CI, -0.42 to 0.51); -0.05 (-0.47 to 0.38); 0.17 (-0.90, 1.24); 1.42 (-1.06, 3.97); 1.33 (-0.05, 2.73); and -0.48 (-1.94, 1.01), respectively). Analysis using GRADE found low or very low quality of evidence for sex differences for PM2.5-CVD risks. In conclusion, this meta-analysis and quality of evidence assessment of current observational studies found very limited evidence of the effect modification by sex for effects of PM2.5 on CVD outcomes in adults, which can inform clinical approaches and policies.
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Affiliation(s)
- Seulkee Heo
- School of the Environment, Yale University, New Haven, CT, United States of America
| | - Ji-Young Son
- School of the Environment, Yale University, New Haven, CT, United States of America
| | - Chris C Lim
- School of the Environment, Yale University, New Haven, CT, United States of America
- Community, Environment & Policy Department, Mel & Enid Zuckerman College of Public Health, The University of Arizona, Tucson, AZ, United States of America
| | - Kelvin C Fong
- School of the Environment, Yale University, New Haven, CT, United States of America
| | - Hayon Michelle Choi
- School of the Environment, Yale University, New Haven, CT, United States of America
| | - Raul U Hernandez-Ramirez
- Center for Methods in Implementation and Prevention Science, Yale School of Public Health, Yale University, New Haven, CT, United States of America
| | - Kate Nyhan
- Harvey Cushing / John Hay Whitney Medical Library, Yale School of Public Health, Yale University, New Haven, CT, United States of America
- Environmental Health Sciences, Yale School of Public Health, Yale University, New Haven, CT, United States of America
| | | | | | - Dorairaj Prabhakaran
- Public Health Foundation of India, New Delhi, India
- Centre for Chronic Disease Control, New Delhi, India
| | - Donna Spiegelman
- Department of Biostatistics, Yale School of Public Health, Yale University, New Haven, CT, United States of America
| | - Michelle L Bell
- School of the Environment, Yale University, New Haven, CT, United States of America
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Dhillon PK, Lambert P, Sanglier T, Knott A, Restuccia E, de Haas SL, Lambertini C. Abstract P3-13-04: Clinical features and genetic alterations in patients (pts) with HER2-positive breast cancer (BC) and central nervous system (CNS) metastases (mets) in the real world. Cancer Res 2022. [DOI: 10.1158/1538-7445.sabcs21-p3-13-04] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Pts with HER2-positive metastatic BC (mBC) often develop CNS mets, which is associated with poor prognosis and negative impact on quality of life. Resistance to anti-HER2 treatment can lead to disease progression; furthermore, many therapies do not cross the blood-brain barrier, leading to an unmet need for effective CNS mets treatment. In this real world study, we explored the molecular profile and clinical features of pts with CNS and non-CNS mets to better understand tumor biology in these populations. Methods: This retrospective, cross-sectional, observational study evaluated pts with CNS mets or non-CNS mets at the time of HER2-positive mBC diagnosis using the Flatiron Health-Foundation Medicine Clinico-Genomic Database (FH-FMI CGDB). The database comprised de-identified data from ~280 US cancer clinics (~800 sites of care), and included pts with FMI comprehensive genomic profiling assays covering >300 cancer-related genes. Descriptive analyses were conducted for baseline demographic, clinical, and biomarker characteristics, as well as genetic alterations including single nucleotide variants (SNVs), copy number alterations (CNAs), and rearrangements. T-tests were used to compare continuous variables, chi-squared tests for categorical variables, and non-parametric tests for non-normal distributions. Results: Of 8204 pts with BC in the CGDB, 6111 females 18+ yrs were diagnosed with mBC on or after 1-1-2011, of whom 919 had HER2-positive mBC, and 314 had an FMI assay up to 120 days after mBC diagnosis. This study population included 45 pts with CNS mets and 269 pts with non-CNS mets (Table). FMI data were derived from the primary tumor (29% from breast) or a metastatic lesion (19%, 12%, and 4% from liver, lymph nodes, and brain, respectively). Pts with CNS vs non-CNS mets were significantly younger at initial and at mBC diagnosis (p=0.04). At mBC diagnosis, a higher percentage of pts with CNS vs non-CNS mets had ≥3 sites of mets (p=0.01) and mets sites in adrenal glands (p=0.01), while there was a trend toward lower rates of lung and liver mets (not significant [NS]). Pts with CNS mets were more likely to be hormone receptor-negative vs pts with non-CNS mets (NS). Missing data for HER2 results by IHC or FISH, tumor grade, and histology limited the interpretation of any observed differences. Pts with CNS vs non-CNS mets were more likely to have SNVs in TP53 (82% vs 64%, p=0.03) and CNAs in ERBB2 (60% vs 43%, p<0.05). The most common mutations in pts with CNS mets were TP53 (82%) and PIK3CA (29%), followed by ERBB2, BRCA1, ESR1, CDH1, MLL2, and ATRX (<9% each). The most common CNAs in pts with CNS mets were ERBB2 (60%) and MYC (20%), followed by CCND1, FGF19, FGF3, FGF4, and CCNE1 (13% each). Rearrangements were rare and no clear differences were observed between pts with CNS and non-CNS mets. Conclusions: Despite its small sample size, our analysis is one of the largest real world genomic studies in HER2-positive pts with CNS mets to date. Pts with CNS mets at mBC diagnosis showed potential distinguishing clinical and genetic features, including younger age, a higher proportion with adrenal gland mets and ≥3 sites of mets, and a higher prevalence of SNVs in TP53 and CNAs in ERBB2. Cautious interpretation is needed due to the small sample, unique pt population, and heterogeneity in tissue location. Further analyses can help elucidate the biology of CNS mets in these pts with a high unmet need.
Table. Demographic, clinical, and genetic characteristics of the study populationVariableCNS mets (n=45)Non-CNS mets (n=269)Total (N=314)p-valueMedian age at mBC diagnosis, years (interquartile range [IQR])55 (47-62)60 (51-68)59 (49-68)0.04Median age at early BC diagnosis, years (IQR)51 (43-60)55 (48-64)55 (46-64)0.04<45 years14 (31)54 (20)68 (22)45-64 years24 (53)148 (55)172 (55)≥65 years7 (16)67 (25)74 (24)Race, n (%)White23 (51)174 (65)197 (63)0.09Black/Asian4 (9)31 (12)35 (11)Other10 (22)43 (16)53 (17)Missing8 (18)21 (8)29 (9)Group stage at initial diagnosis, n (%)aI<4 (<9)25 (9)26 (8)0.12II22 (49)88 (33)110 (35)III11 (24)76 (28)87 (28)IV6 (13)59 (22)65 (21)Missing5 (11)21 (8)26 (8)Number of metastatic sites, n (%)111 (24)110 (41)121 (39)0.01213 (29)90 (34)103 (33)≥321 (47)69 (26)90 (29)SNVs (selected a priori), n (%)bTP5337 (82)173 (64)210 (67)0.03PIK3CA13 (29)97 (36)110 (35)0.45ERBB2<4 (<9)21 (8)24 (8)1ESR1<4 (<9)7 (3)10 (3)1PTEN<4 (<9)12 (4)14 (4)1CNAs (most common in all pts), n (%)bERBB227 (60)115 (43)142 (45)0.047MYC9 (20)61 (23)70 (22)0.84FGF196 (13)45 (17)51 (16)0.72aGroup stage is documented at the time of initial diagnosis in the pt health record or determined based on T, N, and M stage based on AJCC version at the time of the patient’s diagnosis, and does not include staging collected after systemic/radiation therapy, progression, and/or neoadjuvant treatment, if any.bp-values were not adjusted for multiple comparisons. Data not shown: additional univariate analyses of 129 genes on SNVs, CNAs and rearrangements yielded the following genes with the highest prevalence in pts with CNS mets: TP53 (82%), PIK3CA (29%), ERBB2 (<9%), CDH1 (<9%), ESR1 (<9%), BRCA1 (<9%), MLL2 (<9%), ATRX (<9%), and GATA3 (<9%) for SNVs; ERBB2 (60%), MYC (20%), CCND1 (13%), FGF19 (13%), FGF3 (13%), FGF4 (13%), and CCNE1 (13%) for CNAs; and CDK12 (<9%) and NF1 (<9%) for rearrangements.
Citation Format: Preet K. Dhillon, Peter Lambert, Thibaut Sanglier, Adam Knott, Eleonora Restuccia, Sanne L. de Haas, Chiara Lambertini. Clinical features and genetic alterations in patients (pts) with HER2-positive breast cancer (BC) and central nervous system (CNS) metastases (mets) in the real world [abstract]. In: Proceedings of the 2021 San Antonio Breast Cancer Symposium; 2021 Dec 7-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2022;82(4 Suppl):Abstract nr P3-13-04.
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Affiliation(s)
| | | | | | - Adam Knott
- F. Hoffmann-La Roche Ltd., Basel, Switzerland
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Shridhar K, Aggarwal A, Rawal I, Gupta R, Masih S, Mehrotra R, Gillespie TW, Dhillon PK, Michaud DS, Prabhakaran D, Goodman M. Feasibility of investigating the association between bacterial pathogens and oral leukoplakia in low and middle income countries: A population-based pilot study in India. PLoS One 2021; 16:e0251017. [PMID: 33914825 PMCID: PMC8084244 DOI: 10.1371/journal.pone.0251017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 04/17/2021] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Certain oral bacterial pathogens may play a role in oral carcinogenesis. We assessed the feasibility of conducting a population-based study in India to examine the distributions and levels of Porphyromonas gingivalis, Fusobacterium nucleatum and Prevotella intermedia in relation to oral leukoplakia (a potentially malignant disorder) and other participant characteristics. METHODS This exploratory case-control study was nested within a large urban Indian cohort and the data included 22 men and women with oral leukoplakia (cases) and 69 leukoplakia-free controls. Each participant provided a salivary rinse sample, and a subset of 34 participants (9 cases; 25 controls) also provided a gingival swab sample from keratinized gingival surface for quantitative polymerase chain reaction (qPCR). RESULTS Neither the distribution nor the levels of pathogens were associated with oral leukoplakia; however, individual pathogen levels were more strongly correlated with each other in cases compared to controls. Among controls, the median level of total pathogens was the highest (7.55×104 copies/ng DNA) among persons of low socioeconomic status. Salivary rinse provided better DNA concentration than gingival swab for qPCR analysis (mean concentration: 1.8 ng/μl vs. 0.2 ng/μl). CONCLUSIONS This study confirms the feasibility of population studies evaluating oral microbiome in low-resource settings and identifies promising leads for future research.
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Affiliation(s)
- Krithiga Shridhar
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurugram, India
- Centre for Chronic Disease Control, New Delhi, India
- * E-mail:
| | - Aastha Aggarwal
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurugram, India
- Centre for Chronic Disease Control, New Delhi, India
| | - Ishita Rawal
- Centre for Chronic Disease Control, New Delhi, India
| | - Ruby Gupta
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurugram, India
- Centre for Chronic Disease Control, New Delhi, India
| | - Shet Masih
- Molecular Diagnostics Research Laboratory, Chandigarh, India
| | - Ravi Mehrotra
- India Cancer Research Consortium, Indian Council of Medical Research, New Delhi, India
- Emory University Rollins School of Public Health, Atlanta, Georgia, United States of America
| | - Theresa W. Gillespie
- Division of Surgical Oncology, Department of Surgery, Winship Cancer Institute, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Preet K. Dhillon
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurugram, India
- Centre for Chronic Disease Control, New Delhi, India
- Genentech Roche, California, United States of America
| | - Dominique S. Michaud
- Department of Public Health & Community Medicine, Tufts University School of Medicine, Boston, MA, United States of America
| | - Dorairaj Prabhakaran
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurugram, India
- Centre for Chronic Disease Control, New Delhi, India
- Emory University Rollins School of Public Health, Atlanta, Georgia, United States of America
- London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Michael Goodman
- Emory University Rollins School of Public Health, Atlanta, Georgia, United States of America
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Dhillon PK, Flores C, Sanglier T, Antao V, Tesarowski D, Fung A, Incerti D, Restuccia E, Luhn P. Abstract PS10-20: Neoadjuvant (neoadj) and adjuvant (adj) treatment patterns in HER2-positive early breast cancer (EBC): Analysis of US real-world oncology data. Cancer Res 2021. [DOI: 10.1158/1538-7445.sabcs20-ps10-20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
OBJECTIVES
Over the last decade, new treatment options have transformed the standard of care for patients (pts) with HER2-positive EBC and the treatment landscape continues to evolve. The primary objectives of our study were (1) to describe and compare the demographic and clinical characteristics of pts with HER2-positive EBC who received neoadj or adj treatment, (2) to describe the common neoadj and adj regimens according to hormone receptor (HR) status, and (3) to describe trends in neoadj treatment use from 2011 to 2019 in a US real-world setting.
METHODS
Unstructured and structured electronic health record-derived data were analyzed from the US Flatiron Health de-identified database (2011-2020), a longitudinal database of >2.4 million pts with cancer in >280 clinics, largely from community-based practices. Eligible pts had HER2-positive EBC (diagnosis: Jan 1, 2011-Jul 31, 2019; follow-up: until Feb 29, 2020). Systemic or oral anti-neoplastic treatments with initiation either prior to (neoadj) or within 6 months (adj) of the first primary surgery date were included. Adj treatment also required at least 6 months of follow-up and was captured for up to 1 year after initiation of adj therapy.
RESULTS
Pts with HER2-positive EBC treated in the neoadj setting, versus those in the adj setting alone, were more likely to be younger, pre-menopausal, have HR-negative disease, clinical stage II or III stage disease (refer to footnote in Table 1), have received treatment at an academic center, and were ~2 times as likely to have bilateral mastectomies (Table 1). Conversely, race/ethnicity as well as tumor grade, histology and laterality did not differ by neoadj versus adj treatment. The most common therapies are presented in Table 1. There was an upward trend in the annual percentage of pts diagnosed with HER2-positive EBC who initiated neoadj treatment starting in 2011 (<20% of pts) and peaking in 2017 (~50% of pts). Most pts (78%) who received neoadj therapy were treated with a taxane-based chemotherapy regimen and a dual blockade of HER2 with trastuzumab plus pertuzumab (HP). A minority of neoadj pts (11%) received an anthracycline-based regimen plus HER2-targeted therapy. As expected, most pts received HER2-targeted therapy alone with HP post-surgery. The most common chemotherapy for adj-only pts included a taxane-based regimen combined with H (+/- P). Hormonal therapy was mostly administered post-surgery (adj-continuation: 61%; adj-only: 78%) with low use in the neoadj setting (9%). When evaluating pts by HR status, pts with HR-positive EBC more commonly received hormonal and ‘other’ therapy; adj-only pts with HR-negative disease more commonly received HER2-targeted therapies with taxanes (83% v 54%), irrespective of the additional use of platinum-based chemotherapy (64% v 38%) or anthracyclines (15% v 8%).
CONCLUSIONS
Neoadj therapy use has increased, which is in line with changes in the standard anti-HER2 therapies that have occurred since 2013. Despite considerable variation, neoadj pts are mostly treated with dual HER2 blockade and chemotherapy, with a preference for taxane-based regimens.
Table 1. Summary of key demographics and clinical characteristicsCharacteristic*Neoadj (n = 394)Adj (n = 696)Age at diagnosis, mean (IQR)55 (46, 64)61 (51, 69)Race / ethnicity- Non-Hispanic white237 (60)433 (62)- Other134 (34)218 (31)- Unknown23 (6)45 (7)Menopausal status- Postmenopausal219 (56)495 (71)ECOG PS- 0203 (52)277 (40)- 152 (13)86 (12)- 2+7 (2)13 (2)- Unknown132 (34)320 (46)Combined clinical stage†- Clinical stage I30 (8)364 (52)- Clinical stage II167 (42)216 (31)- Clinical stage III104 (26)57 (8)- Unknown93 (24)59 (9)Type of surgery- Lumpectomy155 (41)435 (63)- Mastectomy225 (59)261 (37)- Unknown14 (4)0Year of Diagnosis- 2011-1245 (11)180 (26)- 2013-14109 (28)209 (30)- 2015-1698 (25)170 (24)- 2017-19142 (36)137 (20)Practice type (EHR format)- Community348 (88)659 (95)- Academic46 (12)37 (5)ER-positive and/or PR-positive280 (71)557 (80)Most common treatment regimens, n (%)‡Pts with HER2-positive EBC, with available treatment dataNeoadjn = 280- TCH / TCHP43 (15) / 176 (63)- ACT + H/HP§14 (5) / 18 (6)- Any hormonal therapy25 (9)Adj continuationn = 266- H / HP only171 (64) / 38 (14)- Any hormonal therapy163 (61)- T (H / HP) + other¶35 (13)Adj-onlyn = 642- Any hormonal therapy500 (78)- TCH / TCHP223 (35) / 43 (7)- T (H / HP) + other¶106 (17)*P <0.05 (t-test) when comparing pts in the neoadj and adj treatment groups for the clinical characteristics listed (with the exception of race / ethnicity where no major differences were noted). †Clinical stage prior to the start of systemic treatment, which is close to the time of diagnosis for neoadj pts and after the time of surgery for adj pts. ‡‘Other’ therapies accounted for 5% of regimens. §The majority of anthracycline use was a TCH / HP regimen. ¶‘Other’ treatments include CD20 monoclonal antibody, CDK 4/6 inhibitors, antimetabolites (e.g., gemcitabine) and clinical trial study drugs (not specifically listed/known). A, anthracycline; adj, adjuvant; C, a platinum-based compound; ECOG PS, Eastern Cooperative Oncology Group Performance Status; EHR, electronic health record; ER, estrogen receptor; H, trastuzumab; IQR, interquartile range; neoadj, neoadjuvant; P, pertuzumab; PR, progesterone receptor; pts, patients, T, taxane.
Citation Format: Preet K. Dhillon, Carlos Flores, Thibaut Sanglier, Vincent Antao, David Tesarowski, Anita Fung, Devin Incerti, Eleonora Restuccia, Patricia Luhn. Neoadjuvant (neoadj) and adjuvant (adj) treatment patterns in HER2-positive early breast cancer (EBC): Analysis of US real-world oncology data [abstract]. In: Proceedings of the 2020 San Antonio Breast Cancer Virtual Symposium; 2020 Dec 8-11; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2021;81(4 Suppl):Abstract nr PS10-20.
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Affiliation(s)
| | | | | | | | | | - Anita Fung
- 1Genentech, Inc., South San Francisco, CA
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Drakaki A, Dhillon PK, Wakelee H, Chui SY, Shim J, Kent M, Degaonkar V, Hoang T, McNally V, Luhn P, Gutzmer R. Association of baseline systemic corticosteroid use with overall survival and time to next treatment in patients receiving immune checkpoint inhibitor therapy in real-world US oncology practice for advanced non-small cell lung cancer, melanoma, or urothelial carcinoma. Oncoimmunology 2020; 9:1824645. [PMID: 33101774 PMCID: PMC7553559 DOI: 10.1080/2162402x.2020.1824645] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Immune checkpoint inhibitors (CPIs) have expanded treatment options for patients with solid tumors. Systemic corticosteroids (CSs) have an indispensable role in cancer care, but CS-related immunosuppression may counteract the CPI-driven antitumor immune response. This retrospective study investigated the association between baseline CS use (bCS; ≤14 days before, ≤30 days after CPI initiation) and clinical outcomes in patients with advanced non-small cell lung cancer (aNSCLC), melanoma (aMel), or urothelial carcinoma (aUC). We analyzed data from the Flatiron Health electronic health record-derived de-identified database for adults diagnosed with aNSCLC, aMel, or aUC between January 2011 and June 2017 who received ≥1 CPI monotherapy in any treatment line. Associations of bCS use with overall survival (OS) and time to next treatment (TTNT) were estimated using multivariable Cox proportional hazards models adjusting for demographic and clinical characteristics (i.e., ECOG performance status, site of metastases). In total, 2,213 patients were diagnosed with aNSCLC (n = 862), aMel (n = 742), or aUC (n = 609) and received ≥1 CPI administration. Most patients (67%-95%) received CSs, many during the baseline period (19%-30%). Patients with bCS use had shorter median OS than those with no bCS use for aNSCLC (6.6 vs 10.6 months; P= .00018), aMel (16.4 vs 21.5; P= .095), and aUC (4.1 vs 7.7; P= .0012). bCS use was associated with shorter OS (not significant for aMel) and TTNT in adjusted multivariable analyses, and clinical outcomes were not explained by prior CS use or other measured confounders. These findings suggest a potential association between bCS use and decreased CPI effectiveness, warranting further investigation.
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Affiliation(s)
- Alexandra Drakaki
- Division of Hematology/Oncology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Preet K Dhillon
- Personalized Healthcare, Product Developmen, Genentech, Inc, South San Francisco, CA, USA
| | - Heather Wakelee
- Thoracic Oncology, Stanford Medical School, Stanford, CA, USA
| | - Stephen Y Chui
- Product Development Oncology, Genentech, Inc, South San Francisco, CA, USA
| | - Jinjoo Shim
- Personalized Healthcare, Product Development, F. Hoffmann-La Roche Ltd, Basel, Switzerland
| | - Matthew Kent
- Real World Evidence Solutions, Genesis Research, Hoboken, NJ, USA
| | - Viraj Degaonkar
- Product Development Oncology, Genentech, Inc, South San Francisco, CA, USA
| | - Tien Hoang
- Product Development Oncology, Genentech, Inc, South San Francisco, CA, USA
| | - Virginia McNally
- Clinical Development, Roche Products Ltd, Welwyn Garden City, UK
| | - Patricia Luhn
- Personalized Healthcare, Product Developmen, Genentech, Inc, South San Francisco, CA, USA
| | - Ralf Gutzmer
- Clinic for Dermatology, Allergology und Venerology, Hannover Medical School, Hannover, Germany
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Dhillon PK, Hallowell BD, Agrawal S, Ghosh A, Yadav A, Van Dyne E, Senkomago V, Patel SA, Saraf D, Hariprasad R, Dumka N, Mehrotra R, Saraiya M. Is India's public health care system prepared for cervical cancer screening?: Evaluating facility readiness from the fourth round of the District Level Household and Facility Survey (DLHS-4). Prev Med 2020; 138:106147. [PMID: 32473272 PMCID: PMC7783584 DOI: 10.1016/j.ypmed.2020.106147] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Revised: 04/27/2020] [Accepted: 05/22/2020] [Indexed: 11/25/2022]
Abstract
India's cervical cancer screening program was launched in 2016. We evaluated baseline facility readiness using nationally representative data from the 2012-13 District Level Household and Facility Survey on 4 tiers of the public health care system - 18,367 sub-health centres (SHCs), 8540 primary health centres (PHCs), 4810 community health centres and 1540 district/sub-divisional hospitals. To evaluate facility readiness we used the Improving Data for Decision Making in Global Cervical Cancer Programmes toolkit on six domains - potential staffing, infrastructure, equipment and supplies, infection prevention, medicines and laboratory testing, and data management. Composite scores were created by summing responses within domains, standardizing scores across domains at each facility level, and averaging across districts/states. Overall, readiness scores were low for cervical cancer screening. At SHCs, the lowest scores were observed in 'infrastructure' (0.55) and 'infection prevention' (0.44), while PHCs had low 'potential staffing' scores (0.50) due to limited manpower to diagnose and treat (cryotherapy) potential cases. Scores were higher for tiers conducting diagnostic work-up and treatment/referral. The highest scores were in 'potential staffing' except for PHCs, while the lowest scores were in 'infection & prevention' and 'medicines and laboratory'. Goa and Maharashtra were consistently among the top 5 ranking states for readiness. Substantial heterogeneity in facility readiness for cervical cancer screening spans states and tiers of India's public healthcare system. Infrastructure and staffing are large barriers to screening at PHCs, which are crucial for referral of high-risk patients. Our results suggest focus areas in cervical cancer screening at the district level for policy makers.
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Affiliation(s)
| | - Benjamin D Hallowell
- Division of Cancer Prevention and Control, Center for Disease Control and Prevention, Atlanta, GA, USA
| | | | - Arpita Ghosh
- Public Health Foundation of India, New Delhi, India; The George Institute for Global Health, New Delhi, India; The University of New South Wales, Sydney, Australia
| | | | - Elizabeth Van Dyne
- Division of Cancer Prevention and Control, Center for Disease Control and Prevention, Atlanta, GA, USA
| | - Virginia Senkomago
- Division of Cancer Prevention and Control, Center for Disease Control and Prevention, Atlanta, GA, USA
| | | | - Deepika Saraf
- Indian Council of Medical Research, New Delhi, India
| | - Roopa Hariprasad
- National Institute of Cancer Prevention and Research, Noida, Uttar Pradesh, India
| | - Neha Dumka
- National Health Systems Resource Centre, New Delhi, India
| | | | - Mona Saraiya
- Division of Cancer Prevention and Control, Center for Disease Control and Prevention, Atlanta, GA, USA.
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Drakaki A, Dhillon PK, Wakelee H, Chui SY, Shim J, Kent M, Degaonkar V, Hoang T, McNally V, Luhn P, Gutzmer R. Abstract 5388: Association of baseline systemic corticosteroid use with time to next treatment in patients with advanced melanoma, non-small cell lung cancer or urothelial cancer receiving cancer immunotherapy in US clinical practice. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-5388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Corticosteroids (CS) are often prescribed with cancer treatment to alleviate symptoms, treat comorbidities and manage treatment-related adverse events. The immunosuppressive properties of CS may decrease the effectiveness of cancer immunotherapy (CIT), and the effect may vary by tumor site. This study explored the association of baseline CS (bCS) use with time to next treatment (TTNT) in CIT-treated patients with advanced melanoma (aMel), advanced non-small cell lung cancer (aNSCLC) or advanced urothelial cancer (aUC).
Methods: The Flatiron Health electronic health record-derived de-identified database was used to select patients diagnosed with aMel, aNSCLC or aUC between January 1, 2011, and June 30, 2017, who received CIT alone in any treatment line and were followed through March 30, 2018. bCS included intramuscular or intravenous administrations or oral orders ≤ 14 days before and ≤ 30 days after the CIT start date. TTNT is a measure of intermediate outcomes, such as cancer progression, in real-world data sources. A TTNT event was defined as initiation of a new line of non-maintenance treatment or death within 60 days of the last CIT treatment during the index line of therapy. Other patients were censored at the latter of either their last CIT administration or last recorded visit. The association of bCS with TTNT was estimated using multivariable Cox proportional hazards models adjusting for key baseline characteristics, including prior CS use.
Results: Most patients were white men aged 66 to 72 years; median follow-up across tumor types was 3.9 to 5.5 months. One-fifth to one-third (19%-30%) of patients received bCS. More than half of patients (58%-61%) received a new treatment line during the study period, the milestone for measuring TTNT. Patients receiving bCS were more likely to have stage IV disease at diagnosis, brain or liver metastases (aNSCLC, aUC) and poorer ECOG performance status (aUC) at baseline. After adjusting for these and other important potential confounders, including prior CS use, bCS use was associated with shorter TTNT compared with no bCS use in multivariable models (aMel HR, 1.28 [95% CI: 1.03, 1.58]; aNSCLC HR, 1.40 [1.16, 1.70]; aUC HR, 1.36 [1.06, 1.82]).
Conclusions: After adjustments for measured confounders, patients receiving bCS had a shorter TTNT than those who did not receive bCS, suggesting a shorter treatment duration that may limit the potential long-term benefits of CIT use. TTNT is commonly used as a proxy for disease progression in real-world data sources; however, treatment changes could be due to reasons other than progression. Further studies are needed to confirm these observations.
Keywords/Indexing: Lung cancer: non-small cell; Melanoma/skin cancers
[A.D. and P.K.D. contributed equally to this work.]
Citation Format: Alexandra Drakaki, Preet K. Dhillon, Heather Wakelee, Stephen Y. Chui, Jinjoo Shim, Matthew Kent, Viraj Degaonkar, Tien Hoang, Virginia McNally, Patricia Luhn, Ralf Gutzmer. Association of baseline systemic corticosteroid use with time to next treatment in patients with advanced melanoma, non-small cell lung cancer or urothelial cancer receiving cancer immunotherapy in US clinical practice [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 5388.
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Affiliation(s)
| | | | | | | | - Jinjoo Shim
- 4F. Hoffmann-La Roche, Ltd., Basel, Switzerland
| | | | | | - Tien Hoang
- 2Genentech, Inc., South San Francisco, CA
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Drakaki A, Pantuck A, Mhatre SK, Dhillon PK, Davarpanah N, Degaonkar V, Surinach A, Chamie K, Grivas P. "Real-world" outcomes and prognostic indicators among patients with high-risk muscle-invasive urothelial carcinoma. Urol Oncol 2020; 39:76.e15-76.e22. [PMID: 32778476 DOI: 10.1016/j.urolonc.2020.07.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 06/25/2020] [Accepted: 07/08/2020] [Indexed: 11/19/2022]
Abstract
INTRODUCTION There is no current standard of care for patients with high-risk muscle-invasive urothelial carcinoma (MIUC) after neoadjuvant chemotherapy and surgical resection or for those who cannot receive or decline cisplatin-based perioperative chemotherapy. Understanding current, real-world treatment patterns may help inform decisions from clinical, research, and population health management perspectives. We examined real-world treatment patterns, survival outcomes, and prognostic factors among Medicare beneficiaries with high-risk MIUC who did not receive adjuvant treatment after surgical resection. METHODS We identified patients with high-risk MIUC in the linked Surveillance, Epidemiology, and End Results (SEER)-Medicare database who underwent surgical resection (radical cystectomy and/or radical nephroureterectomy). Eligible patients had indicators of high-risk MIUC and surgical resection between 2001 and 2013. Demographic and clinical characteristics, including comorbidities, American Joint Commission on Cancer (AJCC) stage, tumor stage/grade and nodal status, and distribution of neoadjuvant treatment by the year of surgical resection were evaluated. Overall survival (OS) and disease-free survival (DFS) were assessed for the full cohort and by subgroups using Kaplan-Meier survival analysis. Adjusted Cox proportional hazards models were used to evaluate patient demographics and clinical characteristics associated with OS and DFS. RESULTS A total of 665 patients were included in the analysis, with a mean age of 75.5 years; most were men (61%) and had AJCC stage IIIA disease (69%). Neoadjuvant treatment increased over the entire study period, both overall (from 12% to 46%) and cisplatin based (from 5% to 38%). Median OS for the entire cohort was 23.1 months (95% confidence interval: 18, 27); median DFS was 13.5 months (95% confidence interval: 11.3, 16.8). AJCC stage IIIB/IVA was the most significant predictor of poor prognosis for both OS and DFS, followed by non-white race and comorbidity burden. CONCLUSION The prognosis for high-risk patients with MIUC remains poor, with significant risk of mortality within 2 years of radical cystectomy despite increasing use of neoadjuvant treatment. Unmet treatment needs persist for this difficult-to-treat patient population despite the increasing use of cisplatin-based neoadjuvant chemotherapy.
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Affiliation(s)
| | - Allan Pantuck
- University of California Los Angeles, Los Angeles, CA
| | | | | | | | | | | | - Karim Chamie
- University of California Los Angeles, Los Angeles, CA
| | - Petros Grivas
- University of Washington, Seattle Cancer Care Alliance, Fred Hutchinson Cancer Research Center, Seattle, WA
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Shridhar K, Kapoor R, Goodman M, Kondal D, Narang K, Singh P, Thakur JS, Dhillon PK. Lung and gallbladder cancer survival in north India: an ambidirectional feasibility cohort study using telephone interviews. Journal of Global Health Reports 2020. [DOI: 10.29392/001c.13074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Affiliation(s)
| | - Rakesh Kapoor
- Postgraduate Institute of Medical Education and Research Chandigarh, India
| | - Michael Goodman
- Emory University Rollins School of Public Health, Atlanta, Georgia, USA
| | - Dimple Kondal
- Public Health Foundation of India, Gurugram, Haryana, India
| | - Kavita Narang
- Postgraduate Institute of Medical Education and Research Chandigarh, India
| | - Preeti Singh
- Public Health Foundation of India, Gurugram, Haryana, India
| | - Jarnail S Thakur
- Postgraduate Institute of Medical Education and Research Chandigarh, India
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Walia GK, Mandal S, Jaganathan S, Jaacks LM, Sieber NL, Dhillon PK, Krishna B, Magsumbol MS, Madhipatla KK, Kondal D, Cash RA, Reddy KS, Schwartz J, Prabhakaran D. Leveraging Existing Cohorts to Study Health Effects of Air Pollution on Cardiometabolic Disorders: India Global Environmental and Occupational Health Hub. Environ Health Insights 2020; 14:1178630220915688. [PMID: 32341651 PMCID: PMC7171984 DOI: 10.1177/1178630220915688] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Accepted: 03/06/2020] [Indexed: 06/11/2023]
Abstract
Air pollution is a growing public health concern in developing countries and poses a huge epidemiological burden. Despite the growing awareness of ill effects of air pollution, the evidence linking air pollution and health effects is sparse. This requires environmental exposure scientist and public health researchers to work more cohesively to generate evidence on health impacts of air pollution in developing countries for policy advocacy. In the Global Environmental and Occupational Health (GEOHealth) Program, we aim to build exposure assessment model to estimate ambient air pollution exposure at a very fine resolution which can be linked with health outcomes leveraging well-phenotyped cohorts which have information on geolocation of households of study participants. We aim to address how air pollution interacts with meteorological and weather parameters and other aspects of the urban environment, occupational classification, and socioeconomic status, to affect cardiometabolic risk factors and disease outcomes. This will help us generate evidence for cardiovascular health impacts of ambient air pollution in India needed for necessary policy advocacy. The other exploratory aims are to explore mediatory role of the epigenetic mechanisms (DNA methylation) and vitamin D exposure in determining the association between air pollution exposure and cardiovascular health outcomes. Other components of the GEOHealth program include building capacity and strengthening the skills of public health researchers in India through variety of training programs and international collaborations. This will help generate research capacity to address environmental and occupational health research questions in India. The expertise that we bring together in GEOHealth hub are public health, clinical epidemiology, environmental exposure science, statistical modeling, and policy advocacy.
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Affiliation(s)
| | | | | | - Lindsay M Jaacks
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Nancy L Sieber
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | | | - Bhargav Krishna
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | | | | | - Dimple Kondal
- Centre for Chronic Disease Control (CCDC), New Delhi, India
| | - Richard A Cash
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | | | - Joel Schwartz
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - D Prabhakaran
- Public Health Foundation of India, New Delhi, India
- Centre for Chronic Disease Control (CCDC), New Delhi, India
- Department of Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
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Orlich MJ, Chiu THT, Dhillon PK, Key TJ, Fraser GE, Shridhar K, Agrawal S, Kinra S. Vegetarian Epidemiology: Review and Discussion of Findings from Geographically Diverse Cohorts. Adv Nutr 2019; 10:S284-S295. [PMID: 31728496 PMCID: PMC6855947 DOI: 10.1093/advances/nmy109] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Revised: 10/26/2018] [Accepted: 11/07/2018] [Indexed: 01/08/2023] Open
Abstract
Epidemiologic cohort studies enrolling a large percentage of vegetarians have been highly informative regarding the nutritional adequacy and possible health effects of vegetarian diets. The 2 largest such cohorts are the European Prospective Investigation into Cancer and Nutrition-Oxford (EPIC-Oxford) and the Adventist Health Study-2 (AHS-2). These cohorts are described and their findings discussed, including a discussion of where findings appear to diverge. Although such studies from North America and the United Kingdom have been important, the large majority of the world's vegetarians live in other regions, particularly in Asia. Findings from recent cohort studies of vegetarians in East and South Asia are reviewed, particularly the Tzu Chi Health Study and Indian Migration Study. Important considerations for the study of the health of vegetarians in Asia are discussed. Vegetarian diets vary substantially, as may associated health outcomes. Cohort studies remain an important tool to better characterize the health of vegetarian populations around the globe.
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Affiliation(s)
- Michael J Orlich
- Schools of Medicine and Public Health, Loma Linda University, Loma Linda, CA,Address correspondence to MJO (e-mail: )
| | - Tina H T Chiu
- Department of Nutrition Therapy, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan,College of Medicine, Tzu Chi University, Hualien, Taiwan
| | - Preet K Dhillon
- Centre for Chronic Conditions and Injuries (CCCI), Public Health Foundation of India, Gurugram, India
| | - Timothy J Key
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Gary E Fraser
- Schools of Medicine and Public Health, Loma Linda University, Loma Linda, CA
| | - Krithiga Shridhar
- Centre for Chronic Conditions and Injuries (CCCI), Public Health Foundation of India, Gurugram, India
| | - Sutapa Agrawal
- Centre for Chronic Conditions and Injuries (CCCI), Public Health Foundation of India, Gurugram, India
| | - Sanjay Kinra
- London School of Hygiene and Tropical Medicine, London, United Kingdom
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Jaganathan S, Jaacks LM, Magsumbol M, Walia GK, Sieber NL, Shivasankar R, Dhillon PK, Hameed SS, Schwartz J, Prabhakaran D. Association of Long-Term Exposure to Fine Particulate Matter and Cardio-Metabolic Diseases in Low- and Middle-Income Countries: A Systematic Review. Int J Environ Res Public Health 2019; 16:E2541. [PMID: 31315297 PMCID: PMC6679147 DOI: 10.3390/ijerph16142541] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Revised: 06/05/2019] [Accepted: 06/06/2019] [Indexed: 11/24/2022]
Abstract
: Background: Numerous epidemiological studies indicated high levels of particulate matter less than2.5 μm diameter (PM2.5) as a major cardiovascular risk factor. Most of the studies have been conducted in high-income countries (HICs), where average levels of PM2.5 are far less compared to low- and middle- income countries (LMICs), and their socio-economic profile, disease burden, and PM speciation/composition are very different. We systematically reviewed the association of long-term exposure to PM2.5 and cardio-metabolic diseases (CMDs) in LMICs. METHODS Multiple databases were searched for English articles with date limits until March 2018. We included studies investigating the association of long-term exposure to PM2.5 (defined as an annual average/average measure for 3 more days of PM2.5 exposure) and CMDs, such as hospital admissions, prevalence, and deaths due to CMDs, conducted in LMICs as defined by World Bank. We excluded studies which employed exposure proxy measures, studies among specific occupational groups, and specific episodes of air pollution. RESULTS A total of 5567 unique articles were identified, of which only 17 articles were included for final review, and these studies were from Brazil, Bulgaria, China, India, and Mexico. Outcome assessed were hypertension, type 2 diabetes mellitus and insulin resistance, and cardiovascular disease (CVD)-related emergency room visits/admissions, death, and mortality. Largely a positive association between exposure to PM2.5 and CMDs was found, and CVD mortality with effect estimates ranging from 0.24% to 6.11% increased per 10 μg/m3 in PM2.5. CVD-related hospitalizations and emergency room visits increased by 0.3% to 19.6%. Risk factors like hypertension had an odds ratio of 1.14, and type 2 diabetes mellitus had an odds ratio ranging from 1.14-1.32. Diversity of exposure assessment and health outcomes limited the ability to perform a meta-analysis. CONCLUSION Limited evidence on the association of long-term exposure to PM2.5 and CMDs in the LMICs context warrants cohort studies to establish the association.
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Affiliation(s)
| | - Lindsay M. Jaacks
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | | | | | - Nancy L. Sieber
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | | | | | | | - Joel Schwartz
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA
| | - Dorairaj Prabhakaran
- Centre for Chronic Disease Control, New Delhi 110016, India
- Public Health Foundation of India, Gurgaon 122002, India
- London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
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17
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Mathur P, Mehrotra R, Fitzmaurice C, Dhillon PK, Nandakumar A, Dandona L. Cancer trends and burden in India - Authors' response. Lancet Oncol 2019; 19:e664. [PMID: 30507424 DOI: 10.1016/s1470-2045(18)30857-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Accepted: 11/13/2018] [Indexed: 01/08/2023]
Affiliation(s)
- Prashant Mathur
- National Centre for Disease Informatics and Research, Indian Council of Medical Research, Bengaluru, India
| | - Ravi Mehrotra
- National Institute of Cancer Prevention and Research, Indian Council of Medical Research, Noida, India
| | - Christina Fitzmaurice
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA
| | - Preet K Dhillon
- Public Health Foundation of India, Gurugram 122002, National Capital Region, India
| | - A Nandakumar
- National Centre for Disease Informatics and Research, Indian Council of Medical Research, Bengaluru, India
| | - Lalit Dandona
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USA; Public Health Foundation of India, Gurugram 122002, National Capital Region, India.
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18
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Shridhar K, Kinra S, Gupta R, Khandelwal S, D P, Cox SE, Dhillon PK. Serum Calcium Concentrations, Chronic Inflammation and Glucose Metabolism: A Cross-Sectional Analysis in the Andhra Pradesh Children and Parents Study (APCaPS). Curr Dev Nutr 2019; 3:nzy085. [PMID: 30891537 PMCID: PMC6416530 DOI: 10.1093/cdn/nzy085] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Revised: 08/06/2018] [Accepted: 10/23/2018] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Evidence suggests a role for elevated serum calcium in dysregulated glucose metabolism, linked through low-level chronic inflammation. OBJECTIVES We investigated the association of elevated serum calcium concentrations (corrected for albumin) with markers of dysregulated glucose metabolism and type II diabetes and tested if these associations were accounted for by chronic inflammation in a rural Indian population. METHODS A cross-sectional analysis of participants aged 40-84 y from the Andhra Pradesh Children and Parents Study (APCaPS; n = 2699, 52.2% women) was conducted. Comprehensive information on household, sociodemographic, and lifestyle factors; medical and family history; physical measurements; blood measurements including fasting plasma glucose (FPG), fasting insulin (FI), serum calcium, albumin, phosphorous, vitamin D (in a subset), and creatinine were analyzed. Additionally, in a random sample of healthy participants (n = 1000), inflammatory biomarkers (interleukins 6 and 18, soluble intercellular adhesion molecule 1, adiponectin, and high-sensitivity C-reactive protein) were measured and an inflammatory score (IScore) calculated. RESULTS After adjustments for sociodemographics, lifestyle factors, and anthropometry the highest calcium quartile (Q4 compared with Q1) was associated with FI (β = 1.4 µU/ml; 95% CI: 1.2, 1.5 µU/ml; P-trend < 0.001), the homeostasis model assessment for insulin resistance (HOMA-IR) (β = 1.4; 95% CI: 1.2, 1.5; P-trend < 0.001), and was modestly associated with FPG (β = 2.1 mg/dL; 95% CI: -0.9, 5.2 mg/dL; P-trend = 0.058) and prevalent type II diabetes (OR = 1.6; 95% CI: 1.0, 2.6; P-trend= 0.020). In the healthy subgroup, the association of the highest calcium quartile was similar for FI and HOMA-IR. Additional adjustment with IScore did not alter the associations. Further, in a subset, all these associations were independent of endogenous regulators of calcium metabolism (serum vitamin D, phosphorus, and creatinine). Independently, after accounting for potential confounders, the highest IScore quartile (Q4 compared with Q1) was positively associated with FPG, FI, HOMA-IR, and prevalent prediabetes, and also with serum calcium concentrations in men. CONCLUSIONS Elevated serum calcium was positively associated with markers of dysregulated glucose metabolism and prevalent type II diabetes in a rural Indian population. Chronic inflammation did not mediate this association but was independently associated with markers of dysregulated glucose metabolism. Inflammation might be responsible for elevated serum calcium concentrations in men.
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Affiliation(s)
- Krithiga Shridhar
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India
| | - Sanjay Kinra
- London School of Hygiene and Tropical Medicine, London, UK
| | - Ruby Gupta
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India
| | | | - Prabhakaran D
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India
- London School of Hygiene and Tropical Medicine, London, UK
- Centre for Chronic Disease Control, Haryana, India
| | - Sharon E Cox
- London School of Hygiene and Tropical Medicine, London, UK
- School of Tropical Medicine and Global Health, Nagasaki University, Nagasaki, Japan
| | - Preet K Dhillon
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India
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Van Dyne EA, Hallowell BD, Saraiya M, Senkomago V, Patel SA, Agrawal S, Ghosh A, Saraf D, Mehrotra R, Dhillon PK. Establishing Baseline Cervical Cancer Screening Coverage — India, 2015–2016. MMWR Morb Mortal Wkly Rep 2019; 68:14-19. [DOI: 10.15585/mmwr.mm6801a4] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
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Dhillon PK, Patel S, Gillespie T, Ghosh A, Saraf D, Mehrotra R, Hariprasad R, Yadav A, Agrawal S. Integrating Breast Cancer Evaluation With a Cervical Cancer Toolkit for Low-Resource Settings. J Glob Oncol 2018. [DOI: 10.1200/jgo.18.10140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Purpose To address high breast cancer (BC) mortality globally and especially in low- and middle-income countries (LMICs), resource-stratified screening and treatment guidelines have been provided by global expert groups. How these guidelines are implemented and aligned with facility readiness in low-resource settings is less well understood. We propose to modify, apply, and evaluate a cervical cancer toolkit designed to evaluate facility readiness in LMICs as an implementation science tool for the treatment of BC. Methods We will draw upon an existing toolkit for cervical cancer, the Improving Data for Decision Making in Global Cervical Cancer Programs (IDCCP) developed by the Centers for Disease Control and Prevention, WHO, and the George W. Bush Institute. The IDCCP includes 13 domains—for example, services, staffing, infrastructure, procurement and supply chain, equipment and supplies, referral pathways, etc—by which to assess facility readiness, and information on six categories is available in India’s District Level Household and Facility Level Survey (2012 to 2013). We applied the IDCCP toolkit for cervical cancer screening in India using District Level Household and Facility Level Survey data and propose to extend this work to include BC screening evaluation per Indian government guidelines—clinical breast exam followed by ultrasound, with or without mammography, followed by biopsy as needed across the four tiers of India’s public health care system. As a test of construct validation, we will correlate facility readiness for BC screening at the district level with self-reported BC examination data at the district level using the National Family Health Survey-4 (2015 to 2016). Results Composite scores that summarize the six categories for cervical cancer yield wide variation in facility readiness across 30 states and union territories, with a trend toward higher scores for higher levels of the public health care system. Some consistencies emerge for higher-performing states, such as Maharashtra and Goa. We will conduct similar analyses for BC screening after modifying the tool kit for BC. Conclusion The modified toolkit for either BC alone or in combination with cervical cancer can be considered an implementation science tool to by which assess facility readiness of health centers in LMICs and for understanding gaps in the implementation of government guidelines. AUTHORS' DISCLOSURES OF POTENTIAL CONFLICTS OF INTEREST The following represents disclosure information provided by authors of this manuscript. All relationships are considered compensated. Relationships are self-held unless noted. I = Immediate Family Member, Inst = My Institution. Relationships may not relate to the subject matter of this manuscript. For more information about ASCO's conflict of interest policy, please refer to www.asco.org/rwc or ascopubs.org/jco/site/ifc . No COIs from the authors.
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Affiliation(s)
- Preet K. Dhillon
- Preet K. Dhillon, Awdhesh Yadav, and Sutapa Agrawal, Public Health Foundation of India; Arpita Ghosh, George Institute for Global Health; Deepika Saraf, Indian Council of Medical Research, New Delhi; Ravi Mehrotra and Roopa Hariprasad, National Institute of Cancer Prevention and Research, Noida, India; and Shivani Patel and Theresa Gillespie, Emory University, Atlanta, GA
| | - Shivani Patel
- Preet K. Dhillon, Awdhesh Yadav, and Sutapa Agrawal, Public Health Foundation of India; Arpita Ghosh, George Institute for Global Health; Deepika Saraf, Indian Council of Medical Research, New Delhi; Ravi Mehrotra and Roopa Hariprasad, National Institute of Cancer Prevention and Research, Noida, India; and Shivani Patel and Theresa Gillespie, Emory University, Atlanta, GA
| | - Theresa Gillespie
- Preet K. Dhillon, Awdhesh Yadav, and Sutapa Agrawal, Public Health Foundation of India; Arpita Ghosh, George Institute for Global Health; Deepika Saraf, Indian Council of Medical Research, New Delhi; Ravi Mehrotra and Roopa Hariprasad, National Institute of Cancer Prevention and Research, Noida, India; and Shivani Patel and Theresa Gillespie, Emory University, Atlanta, GA
| | - Arpita Ghosh
- Preet K. Dhillon, Awdhesh Yadav, and Sutapa Agrawal, Public Health Foundation of India; Arpita Ghosh, George Institute for Global Health; Deepika Saraf, Indian Council of Medical Research, New Delhi; Ravi Mehrotra and Roopa Hariprasad, National Institute of Cancer Prevention and Research, Noida, India; and Shivani Patel and Theresa Gillespie, Emory University, Atlanta, GA
| | - Deepika Saraf
- Preet K. Dhillon, Awdhesh Yadav, and Sutapa Agrawal, Public Health Foundation of India; Arpita Ghosh, George Institute for Global Health; Deepika Saraf, Indian Council of Medical Research, New Delhi; Ravi Mehrotra and Roopa Hariprasad, National Institute of Cancer Prevention and Research, Noida, India; and Shivani Patel and Theresa Gillespie, Emory University, Atlanta, GA
| | - Ravi Mehrotra
- Preet K. Dhillon, Awdhesh Yadav, and Sutapa Agrawal, Public Health Foundation of India; Arpita Ghosh, George Institute for Global Health; Deepika Saraf, Indian Council of Medical Research, New Delhi; Ravi Mehrotra and Roopa Hariprasad, National Institute of Cancer Prevention and Research, Noida, India; and Shivani Patel and Theresa Gillespie, Emory University, Atlanta, GA
| | - Roopa Hariprasad
- Preet K. Dhillon, Awdhesh Yadav, and Sutapa Agrawal, Public Health Foundation of India; Arpita Ghosh, George Institute for Global Health; Deepika Saraf, Indian Council of Medical Research, New Delhi; Ravi Mehrotra and Roopa Hariprasad, National Institute of Cancer Prevention and Research, Noida, India; and Shivani Patel and Theresa Gillespie, Emory University, Atlanta, GA
| | - Awdhesh Yadav
- Preet K. Dhillon, Awdhesh Yadav, and Sutapa Agrawal, Public Health Foundation of India; Arpita Ghosh, George Institute for Global Health; Deepika Saraf, Indian Council of Medical Research, New Delhi; Ravi Mehrotra and Roopa Hariprasad, National Institute of Cancer Prevention and Research, Noida, India; and Shivani Patel and Theresa Gillespie, Emory University, Atlanta, GA
| | - Sutapa Agrawal
- Preet K. Dhillon, Awdhesh Yadav, and Sutapa Agrawal, Public Health Foundation of India; Arpita Ghosh, George Institute for Global Health; Deepika Saraf, Indian Council of Medical Research, New Delhi; Ravi Mehrotra and Roopa Hariprasad, National Institute of Cancer Prevention and Research, Noida, India; and Shivani Patel and Theresa Gillespie, Emory University, Atlanta, GA
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Shridhar K, Satija A, Dhillon PK, Agrawal S, Gupta R, Bowen L, Kinra S, Bharathi AV, Prabhakaran D, Srinath Reddy K, Ebrahim S. Association between empirically derived dietary patterns with blood lipids, fasting blood glucose and blood pressure in adults - the India migration study. Nutr J 2018; 17:15. [PMID: 29422041 PMCID: PMC5806276 DOI: 10.1186/s12937-018-0327-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Accepted: 01/19/2018] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Dietary patterns (DPs) in India are heterogenous. To date, data on association of indigenous DPs in India with risk factors of nutrition-related noncommunicable diseases (cardiovascular disease and diabetes), leading causes of premature death and disability, are limited. We aimed to evaluate the associations of empirically-derived DPs with blood lipids, fasting glucose and blood pressure levels in an adult Indian population recruited across four geographical regions of India. METHODS We used cross-sectional data from the Indian Migration Study (2005-2007). Study participants included urban migrants, their rural siblings and urban residents and their urban siblings from Lucknow, Nagpur, Hyderabad and Bangalore (n = 7067, mean age 40.8 yrs). Information on diet (validated interviewer-administered, 184-item semi-quantitative food frequency questionnaire), tobacco consumption, alcohol intake, physical activity, medical history, as well as anthropometric measurements were collected. Fasting-blood samples were collected for estimation of blood lipids and glucose. Principal component analysis (PCA) was used to identify major DPs based on eigenvalue> 1 and component interpretability. Robust standard error multivariable linear regression models were used to investigate the association of DPs (tertiles) with total cholesterol (TC), low density lipoprotein-cholesterol (LDL-C), high density lipoprotein-cholesterol (HDL-C), triglycerides, fasting-blood glucose (FBG), systolic and diastolic blood pressure (SBP and DBP) levels. RESULTS Three major DPs were identified: 'cereal-savoury' (cooked grains, rice/rice-based dishes, snacks, condiments, soups, nuts), 'fruit-vegetable-sweets-snacks' (Western cereals, vegetables, fruit, fruit juices, cooked milk products, snacks, sugars, sweets) and 'animal food' (red meat, poultry, fish/seafood, eggs) patterns. High intake of the 'animal food' pattern was positively associated with levels of TC (β = 0.10 mmol/L; 95% CI: 0.02, 0.17 mmol/L; p-trend = 0.013); LDL-C (β = 0.07 mmol/L; 95% CI: 0.004, 0.14 mmol/L; p-trend = 0.041); HDL-C (β = 0.02 mmol/L; 95% CI: 0.004, 0.04 mmol/L; p-trend = 0.016), FBG: (β = 0.09 mmol/L; 95% CI: 0.01, 0.16 mmol/L; p-trend = 0.021) SBP (β = 1.2 mm/Hg; 95% CI: 0.1, 2.3 mm/Hg; p-trend = 0.032); DBP: (β = 0.9 mm/Hg; 95% CI: 0.2, 1.5 mm/Hg; p-trend = 0.013). The 'cereal-savoury' and 'fruit-vegetable-sweets-snacks' patterns showed no association with any parameter except for a positive association with diastolic blood pressure for high intake of 'fruits-vegetables-sweets-snacks' pattern. CONCLUSION Our results indicate positive associations of the 'animal food' pattern with cardio-metabolic risk factors in India. Further longitudinal assessments of dietary patterns in India are required to validate the findings.
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Affiliation(s)
- Krithiga Shridhar
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India
| | - Ambika Satija
- Harvard T. H. Chan School of Public Health, Boston, USA
| | - Preet K Dhillon
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India.
| | - Sutapa Agrawal
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India
| | - Ruby Gupta
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India
| | - Liza Bowen
- London School of Hygiene and Tropical Medicine, London, UK
| | - Sanjay Kinra
- London School of Hygiene and Tropical Medicine, London, UK
| | | | - D Prabhakaran
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India.,London School of Hygiene and Tropical Medicine, London, UK.,Centre for Chronic Disease Control, Gurgaon, Haryana, India
| | | | - Shah Ebrahim
- London School of Hygiene and Tropical Medicine, London, UK
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Shridhar K, Aggarwal A, Walia GK, Gulati S, Geetha AV, Prabhakaran D, Dhillon PK, Rajaraman P. Single nucleotide polymorphisms as markers of genetic susceptibility for oral potentially malignant disorders risk: Review of evidence to date. Oral Oncol 2018; 61:146-51. [PMID: 27688118 PMCID: PMC5046699 DOI: 10.1016/j.oraloncology.2016.08.005] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2016] [Revised: 07/28/2016] [Accepted: 08/18/2016] [Indexed: 12/11/2022]
Abstract
We reviewed single nucleotide polymorphisms for oral pre-cancer susceptibility. All of them were pathway based candidate gene association studies. The current level of evidence is very limited. Integrated characterization of germline/somatic alterations in oral cancer & pre-cancer is needed.
Background Oral cancers are preceded by oral potentially malignant disorders (OPMD). Understanding genetic susceptibility for OPMD risk could provide an opportunity for risk assessment of oral cancer through early disease course. We conducted a review of single nucleotide polymorphism (SNP) studies for OPMD risk. Methods We identified all relevant studies examining associations of SNPs with OPMD (leukoplakia, erythroplakia and oral sub-mucous fibrosis) conducted world-wide between January, 2000 and February, 2016 using a combined keyword search on PubMed. Of these, 47 studies that presented results as odds ratios and 95% CI were considered for full review. Results The majority of eligible studies that explored candidate gene associations for OPMD were small (N < 200 cases), limiting their scope to provide strong inference for any SNP identified to date in any population. Commonly studied SNPs were genes of carcinogen metabolism (n = 18 studies), DNA repair (n = 11 studies), cell cycle control (n = 8 studies), extra-cellular matrix alteration (n = 8 studies) and immune-inflammatory (n = 6 studies) pathways. Based on significant associations as reported by two or more studies, suggestive markers included SNPs in GSTM1 (null), CCND1 (G870A), MMP3 (-1171; promotor region), TNFα (-308; rs800629), XPD (codon 751) and Gemin3 (rs197412) as well as in p53 (codon 72) in Indian populations. However, an equal or greater number of studies reported null or mixed associations for SNPs in GSTM1 (null), p53 (codon 72), XPD (codon 751), XRCC (rs25487 C/T), GSTT1 (null) and CYP1A1m1 (MspI site). Conclusion Candidate gene association studies have not yielded consistent data on risk loci for OPMD. High-throughput genotyping approaches for OPMD, with concurrent efforts for oral cancer, could prove useful in identifying robust risk-loci to help understand early disease course susceptibility for oral cancer.
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Affiliation(s)
- Krithiga Shridhar
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Haryana, India.
| | - Aastha Aggarwal
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Haryana, India.
| | - Gagandeep Kaur Walia
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Haryana, India.
| | - Smriti Gulati
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Haryana, India.
| | - A V Geetha
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Haryana, India.
| | - D Prabhakaran
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Haryana, India; Centre for Chronic Disease Control, Haryana, India; London School of Hygiene and Tropical Medicine, London, United Kingdom.
| | - Preet K Dhillon
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Haryana, India.
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Bhan N, Millett C, Subramanian SV, Dias A, Alam D, Williams J, Dhillon PK. Socioeconomic patterning of chronic conditions and behavioral risk factors in rural South Asia: a multi-site cross-sectional study. Int J Public Health 2017; 62:1019-1028. [PMID: 28756464 DOI: 10.1007/s00038-017-1019-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2016] [Revised: 07/06/2017] [Accepted: 07/10/2017] [Indexed: 10/19/2022] Open
Abstract
OBJECTIVES Our aim was to examine relationships between markers of socioeconomic status and chronic disease risks in rural South Asia to understand the etiology of chronic diseases in the region and identify high-risk populations. METHODS We examined data from 2271 adults in Chennai, Goa and Matlab sites of the Chronic Disease Risk Factor study in South Asia. We report age-sex adjusted odds ratios for risk factors (tobacco, alcohol, fruit-vegetable use and physical activity) and common chronic conditions (hypertension, diabetes, overweight, depression, impaired lung and vision) by education, occupation and wealth. RESULTS Respondents with greater wealth and in non-manual professions were more likely to be overweight [OR = 2.48 (95% CI 1.8,3.38)] and have diabetes [OR = 1.88 (95% CI 1.02,3.5)]. Wealth and education were associated with higher fruit and vegetable [OR = 1.89 (95% CI 1.48,2.4)] consumption but lower physical activity [OR = 0.52 (95% CI 0.39,0.69)]. Non-manual workers reported lower tobacco and alcohol use, while wealthier respondents reported better vision and lung function. CONCLUSIONS Ongoing monitoring of inequalities in chronic disease risks is needed for planning and evaluating interventions to address the growing burden of chronic conditions.
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Affiliation(s)
- Nandita Bhan
- Public Health Foundation of India, Gurgaon, India.
| | - Christopher Millett
- Public Health Foundation of India, Gurgaon, India.,School of Public Health, Imperial College London, London, UK
| | - S V Subramanian
- Department of Social & Behavioral Sciences, Harvard TH Chan School of Public Health, Harvard University, Boston, USA
| | - Amit Dias
- Department of Preventive Medicine, Goa Medical College and Sangath, Goa, India
| | - Dewan Alam
- School of Kinesiology & Health Sciences, York University, Toronto, Canada
| | | | - Preet K Dhillon
- Centre for Control of Chronic Conditions, Public Health Foundation of India, Gurgaon, India
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Grover S, Gudi S, Gandhi AK, Puri PM, Olson AC, Rodin D, Balogun O, Dhillon PK, Sharma DN, Rath GK, Shrivastava SK, Viswanathan AN, Mahantshetty U. Radiation Oncology in India: Challenges and Opportunities. Semin Radiat Oncol 2016; 27:158-163. [PMID: 28325242 DOI: 10.1016/j.semradonc.2016.11.007] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Rising cancer incidence and mortality in India emphasize the need to address the increasing burden of this disease and the stark inequities in access to radiotherapy and other essential medical treatments. State-of-the-art technology is available within the private sector and a few hospitals in the public sector, but 75% of patients in the public sector in India do not have access to timely radiotherapy. This inequity in access to radiotherapy in the public sector is amplified in rural areas, where most of India׳s population lives. A long-term government commitment to machine purchase and human resource development in the public sector is needed to improve access. A number of innovative initiatives to improve cancer treatment and access have emerged that could support such an investment. These include local production of equipment, twinning programs between institutions in high- and low-income countries to exchange knowledge and expertise, and nongovernmental and state-sponsored schemes to sponsor and support patients in their cancer journey. Strengthening of cancer registries and regulatory bodies with authority to enforce minimum standards is also required to improve care. The more uniform and frequent availability of high-quality radiotherapy can improve cancer outcomes and may be regarded as a marker of a comprehensive and equitable system of health care delivery.
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Affiliation(s)
- Surbhi Grover
- Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA.
| | | | - Ajeet Kumar Gandhi
- Department of Radiation Oncology, Dr Ram Manohar Lohia Institute of Medical Sciences, Lucknow, India
| | - Priya M Puri
- Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA
| | - Adam C Olson
- Department of Radiation Oncology, Duke University Medical Center, Durham, NC; Hubert Yeargan Center for Global Health, Duke University, Durham, NC
| | - Danielle Rodin
- Department of Radiation Oncology, University of Toronto, Toronto, Ontario, Canada
| | - Onyi Balogun
- Department of Radiation Oncology, Weill Cornell Medical College, NY
| | - Preet K Dhillon
- Public Health Foundation of India, National Capital Region, India
| | | | | | | | - Akila N Viswanathan
- Johns Hopkins Radiation Oncology and Molecular Radiation Sciences, Baltimore, MD
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Dey S, Sharma S, Mishra A, Krishnan S, Govil J, Dhillon PK. Breast Cancer Awareness and Prevention Behavior Among Women of Delhi, India: Identifying Barriers to Early Detection. Breast Cancer (Auckl) 2016; 10:147-156. [PMID: 27789957 PMCID: PMC5074580 DOI: 10.4137/bcbcr.s40358] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/09/2016] [Revised: 07/19/2016] [Accepted: 07/21/2016] [Indexed: 01/14/2023]
Abstract
BACKGROUND Globally, breast cancer (BC) has become the leading cause of mortality in women. Awareness and early detection can curb the growing burden of BC and are the first step in the battle against BC. The aim of this qualitative study was to explore the awareness and perceived barriers concerning the early detection of BC. METHODS A total of 20 focus group discussions (FGDs) were conducted during May 2013–March 2014. Pre-existing themes were used to conduct FGDs; each FGD group consisted of an average of ~10 women (aged ≥18–70 years) who came to participate in a BC awareness workshop. All FGDs were audio taped and transcribed verbatim. The transcripts were inductively analyzed using ATLAS.ti. Based on emerged codes and categories, thematic analysis was done, and theory was developed using the grounded theory approach. RESULTS Data were analyzed in three major themes: i) knowledge and perception about BC; ii) barriers faced by women in the early presentation of BC; and iii) healthcare-seeking behavior. The findings revealed that shyness, fear, and posteriority were the major behavioral barriers in the early presentation of BC. Erroneously, pain was considered as an initial symptom of BC by most women. Financial constraint was also mentioned as a cause for delay in accessing treatment. Social stigma that breast problems reflect bad character of women also contributed in hiding BC symptoms. CONCLUSIONS Lack of BC awareness was prevalent, especially in low socioeconomic class. Women’s ambivalence in prioritizing their own health and social and behavioral hurdles should be addressed by BC awareness campaigns appropriately suited for various levels of social class.
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Affiliation(s)
- Subhojit Dey
- Associate Professor, Indian Institute of Public Health-Delhi, Public Health Foundation of India, Gurgaon, Haryana, India
| | - Surabhi Sharma
- Senior Research Assistant, Indian Institute of Public Health-Delhi, Public Health Foundation of India, Gurgaon, Haryana, India
| | - Arti Mishra
- Program Coordinator, State Health Resource Centre, Raipur, Chattisgarh, India
| | - Suneeta Krishnan
- Country Director, Research Triangle Institute Global Pvt. Limited, Shakarpur, New Delhi, India
| | - Jyotsna Govil
- Honorary Secretary, Indian Cancer Society, Siri Fort, New Delhi, India
| | - Preet K Dhillon
- Epidemiologist, Senior Scientific Officer, Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India
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Lim SS, Allen K, Bhutta ZA, Dandona L, Forouzanfar MH, Fullman N, Gething PW, Goldberg EM, Hay SI, Holmberg M, Kinfu Y, Kutz MJ, Larson HJ, Liang X, Lopez AD, Lozano R, McNellan CR, Mokdad AH, Mooney MD, Naghavi M, Olsen HE, Pigott DM, Salomon JA, Vos T, Wang H, Abajobir AA, Abate KH, Abbafati C, Abbas KM, Abd-Allah F, Abdulle AM, Abraham B, Abubakar I, Abu-Raddad LJ, Abu-Rmeileh NME, Abyu GY, Achoki T, Adebiyi AO, Adedeji IA, Afanvi KA, Afshin A, Agarwal A, Agrawal A, Kiadaliri AA, Ahmadieh H, Ahmed KY, Akanda AS, Akinyemi RO, Akinyemiju TF, Akseer N, Al-Aly Z, Alam K, Alam U, Alasfoor D, AlBuhairan FS, Aldhahri SF, Aldridge RW, Alemu ZA, Ali R, Alkerwi A, Alkhateeb MAB, Alla F, Allebeck P, Allen C, Al-Raddadi R, Alsharif U, Altirkawi KA, Martin EA, Alvis-Guzman N, Amare AT, Amberbir A, Amegah AK, Amini H, Ammar W, Amrock SM, Andersen HH, Anderson BO, Anderson GM, Antonio CAT, Anwari P, Ärnlöv J, Artaman A, Asayesh H, Asghar RJ, Atique S, Avokpaho EFGA, Awasthi A, Quintanilla BPA, Azzopardi P, Bacha U, Badawi A, Balakrishnan K, Banerjee A, Barac A, Barber R, Barker-Collo SL, Bärnighausen T, Barrero LH, Barrientos-Gutierrez T, Basu S, Bayou TA, Bazargan-Hejazi S, Beardsley J, Bedi N, Beghi E, Béjot Y, Bell ML, Bello AK, Bennett DA, Bensenor IM, Benzian H, Berhane A, Bernabé E, Bernal OA, Betsu BD, Beyene AS, Bhala N, Bhatt S, Biadgilign S, Bienhoff KA, Bikbov B, Binagwaho A, Bisanzio D, Bjertness E, Blore J, Bourne RRA, Brainin M, Brauer M, Brazinova A, Breitborde NJK, Broday DM, Brugha TS, Buchbinder R, Butt ZA, Cahill LE, Campos-Nonato IR, Campuzano JC, Carabin H, Cárdenas R, Carrero JJ, Carter A, Casey D, Caso V, Castañeda-Orjuela CA, Rivas JC, Catalá-López F, Cavalleri F, Cecílio P, Chang HY, Chang JC, Charlson FJ, Che X, Chen AZ, Chiang PPC, Chibalabala M, Chisumpa VH, Choi JYJ, Chowdhury R, Christensen H, Ciobanu LG, Cirillo M, Coates MM, Coggeshall M, Cohen AJ, Cooke GS, Cooper C, Cooper LT, Cowie BC, Crump JA, Damtew SA, Dandona R, Dargan PI, Neves JD, Davis AC, Davletov K, de Castro EF, De Leo D, Degenhardt L, Del Gobbo LC, Deribe K, Derrett S, Des Jarlais DC, Deshpande A, deVeber GA, Dey S, Dharmaratne SD, Dhillon PK, Ding EL, Dorsey ER, Doyle KE, Driscoll TR, Duan L, Dubey M, Duncan BB, Ebrahimi H, Endries AY, Ermakov SP, Erskine HE, Eshrati B, Esteghamati A, Fahimi S, Farid TA, Farinha CSES, Faro A, Farvid MS, Farzadfar F, Feigin VL, Felicio MM, Fereshtehnejad SM, Fernandes JG, Fernandes JC, Ferrari AJ, Fischer F, Fitchett JRA, Fitzmaurice C, Foigt N, Foreman K, Fowkes FGR, Franca EB, Franklin RC, Fraser M, Friedman J, Frostad J, Fürst T, Gabbe B, Garcia-Basteiro AL, Gebre T, Gebrehiwot TT, Gebremedhin AT, Gebru AA, Gessner BD, Gillum RF, Ginawi IAM, Giref AZ, Giroud M, Gishu MD, Giussani G, Godwin W, Gona P, Goodridge A, Gopalani SV, Gotay CC, Goto A, Gouda HN, Graetz N, Greenwell KF, Griswold M, Gugnani H, Guo Y, Gupta R, Gupta R, Gupta V, Gutiérrez RA, Gyawali B, Haagsma JA, Haakenstad A, Hafezi-Nejad N, Haile D, Hailu GB, Halasa YA, Hamadeh RR, Hamidi S, Hammami M, Hankey GJ, Harb HL, Haro JM, Hassanvand MS, Havmoeller R, Heredia-Pi IB, Hoek HW, Horino M, Horita N, Hosgood HD, Hoy DG, Htet AS, Hu G, Huang H, Iburg KM, Idrisov BT, Inoue M, Islami F, Jacobs TA, Jacobsen KH, Jahanmehr N, Jakovljevic MB, James P, Jansen HAFM, Javanbakht M, Jayaraman SP, Jayatilleke AU, Jee SH, Jeemon P, Jha V, Jiang Y, Jibat T, Jin Y, Jonas JB, Kabir Z, Kalkonde Y, Kamal R, Kan H, Kandel A, Karch A, Karema CK, Karimkhani C, Karunapema P, Kasaeian A, Kassebaum NJ, Kaul A, Kawakami N, Kayibanda JF, Keiyoro PN, Kemmer L, Kemp AH, Kengne AP, Keren A, Kesavachandran CN, Khader YS, Khan AR, Khan EA, Khan G, Khang YH, Khoja TAM, Khosravi A, Khubchandani J, Kieling C, Kim CI, Kim D, Kim S, Kim YJ, Kimokoti RW, Kissoon N, Kivipelto M, Knibbs LD, Kokubo Y, Kolte D, Kosen S, Kotsakis GA, Koul PA, Koyanagi A, Kravchenko M, Krueger H, Defo BK, Kuchenbecker RS, Kuipers EJ, Kulikoff XR, Kulkarni VS, Kumar GA, Kwan GF, Kyu HH, Lal A, Lal DK, Lalloo R, Lam H, Lan Q, Langan SM, Larsson A, Laryea DO, Latif AA, Leasher JL, Leigh J, Leinsalu M, Leung J, Leung R, Levi M, Li Y, Li Y, Lind M, Linn S, Lipshultz SE, Liu PY, Liu S, Liu Y, Lloyd BK, Lo LT, Logroscino G, Lotufo PA, Lucas RM, Lunevicius R, El Razek MMA, Magis-Rodriguez C, Mahdavi M, Majdan M, Majeed A, Malekzadeh R, Malta DC, Mapoma CC, Margolis DJ, Martin RV, Martinez-Raga J, Masiye F, Mason-Jones AJ, Massano J, Matzopoulos R, Mayosi BM, McGrath JJ, McKee M, Meaney PA, Mehari A, Mekonnen AB, Melaku YA, Memiah P, Memish ZA, Mendoza W, Mensink GBM, Meretoja A, Meretoja TJ, Mesfin YM, Mhimbira FA, Micha R, Miller TR, Mills EJ, Mirarefin M, Misganaw A, Mitchell PB, Mock CN, Mohammadi A, Mohammed S, Monasta L, de la Cruz Monis J, Hernandez JCM, Montico M, Moradi-Lakeh M, Morawska L, Mori R, Mueller UO, Murdoch ME, Murimira B, Murray J, Murthy GVS, Murthy S, Musa KI, Nachega JB, Nagel G, Naidoo KS, Naldi L, Nangia V, Neal B, Nejjari C, Newton CR, Newton JN, Ngalesoni FN, Nguhiu P, Nguyen G, Le Nguyen Q, Nisar MI, Pete PMN, Nolte S, Nomura M, Norheim OF, Norrving B, Obermeyer CM, Ogbo FA, Oh IH, Oladimeji O, Olivares PR, Olusanya BO, Olusanya JO, Opio JN, Oren E, Ortiz A, Osborne RH, Ota E, Owolabi MO, PA M, Park EK, Park HY, Parry CD, Parsaeian M, Patel T, Patel V, Caicedo AJP, Patil ST, Patten SB, Patton GC, Paudel D, Pedro JM, Pereira DM, Perico N, Pesudovs K, Petzold M, Phillips MR, Piel FB, Pillay JD, Pinho C, Pishgar F, Polinder S, Poulton RG, Pourmalek F, Qorbani M, Rabiee RHS, Radfar A, Rahimi-Movaghar V, Rahman M, Rahman MHU, Rahman SU, Rai RK, Rajsic S, Raju M, Ram U, Rana SM, Ranabhat CL, Ranganathan K, Rao PC, Refaat AH, Reitsma MB, Remuzzi G, Resnikoff S, Ribeiro AL, Blancas MJR, Roba HS, Roberts B, Rodriguez A, Rojas-Rueda D, Ronfani L, Roshandel G, Roth GA, Rothenbacher D, Roy A, Roy N, Sackey BB, Sagar R, Saleh MM, Sanabria JR, Santos JV, Santomauro DF, Santos IS, Sarmiento-Suarez R, Sartorius B, Satpathy M, Savic M, Sawhney M, Sawyer SM, Schmidhuber J, Schmidt MI, Schneider IJC, Schutte AE, Schwebel DC, Seedat S, Sepanlou SG, Servan-Mori EE, Shackelford K, Shaheen A, Shaikh MA, Levy TS, Sharma R, She J, Sheikhbahaei S, Shen J, Sheth KN, Shey M, Shi P, Shibuya K, Shigematsu M, Shin MJ, Shiri R, Shishani K, Shiue I, Sigfusdottir ID, Silpakit N, Silva DAS, Silverberg JI, Simard EP, Sindi S, Singh A, Singh GM, Singh JA, Singh OP, Singh PK, Skirbekk V, Sligar A, Soneji S, Søreide K, Sorensen RJD, Soriano JB, Soshnikov S, Sposato LA, Sreeramareddy CT, Stahl HC, Stanaway JD, Stathopoulou V, Steckling N, Steel N, Stein DJ, Steiner C, Stöckl H, Stranges S, Strong M, Sun J, Sunguya BF, Sur P, Swaminathan S, Sykes BL, Szoeke CEI, Tabarés-Seisdedos R, Tabb KM, Talongwa RT, Tarawneh MR, Tavakkoli M, Taye B, Taylor HR, Tedla BA, Tefera W, Tegegne TK, Tekle DY, Shifa GT, Terkawi AS, Tessema GA, Thakur JS, Thomson AJ, Thorne-Lyman AL, Thrift AG, Thurston GD, Tillmann T, Tobe-Gai R, Tonelli M, Topor-Madry R, Topouzis F, Tran BX, Truelsen T, Dimbuene ZT, Tura AK, Tuzcu EM, Tyrovolas S, Ukwaja KN, Undurraga EA, Uneke CJ, Uthman OA, van Donkelaar A, Varakin YY, Vasankari T, Vasconcelos AMN, Veerman JL, Venketasubramanian N, Verma RK, Violante FS, Vlassov VV, Volkow P, Vollset SE, Wagner GR, Wallin MT, Wang L, Wanga V, Watkins DA, Weichenthal S, Weiderpass E, Weintraub RG, Weiss DJ, Werdecker A, Westerman R, Whiteford HA, Wilkinson JD, Wiysonge CS, Wolfe CDA, Wolfe I, Won S, Woolf AD, Workie SB, Wubshet M, Xu G, Yadav AK, Yakob B, Yalew AZ, Yan LL, Yano Y, Yaseri M, Ye P, Yip P, Yonemoto N, Yoon SJ, Younis MZ, Yu C, Zaidi Z, El Sayed Zaki M, Zambrana-Torrelio C, Zapata T, Zegeye EA, Zhao Y, Zhou M, Zodpey S, Zonies D, Murray CJL. Measuring the health-related Sustainable Development Goals in 188 countries: a baseline analysis from the Global Burden of Disease Study 2015. Lancet 2016; 388:1813-1850. [PMID: 27665228 PMCID: PMC5055583 DOI: 10.1016/s0140-6736(16)31467-2] [Citation(s) in RCA: 250] [Impact Index Per Article: 31.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2016] [Revised: 08/13/2016] [Accepted: 08/16/2016] [Indexed: 02/05/2023]
Abstract
BACKGROUND In September, 2015, the UN General Assembly established the Sustainable Development Goals (SDGs). The SDGs specify 17 universal goals, 169 targets, and 230 indicators leading up to 2030. We provide an analysis of 33 health-related SDG indicators based on the Global Burden of Diseases, Injuries, and Risk Factors Study 2015 (GBD 2015). METHODS We applied statistical methods to systematically compiled data to estimate the performance of 33 health-related SDG indicators for 188 countries from 1990 to 2015. We rescaled each indicator on a scale from 0 (worst observed value between 1990 and 2015) to 100 (best observed). Indices representing all 33 health-related SDG indicators (health-related SDG index), health-related SDG indicators included in the Millennium Development Goals (MDG index), and health-related indicators not included in the MDGs (non-MDG index) were computed as the geometric mean of the rescaled indicators by SDG target. We used spline regressions to examine the relations between the Socio-demographic Index (SDI, a summary measure based on average income per person, educational attainment, and total fertility rate) and each of the health-related SDG indicators and indices. FINDINGS In 2015, the median health-related SDG index was 59·3 (95% uncertainty interval 56·8-61·8) and varied widely by country, ranging from 85·5 (84·2-86·5) in Iceland to 20·4 (15·4-24·9) in Central African Republic. SDI was a good predictor of the health-related SDG index (r2=0·88) and the MDG index (r2=0·92), whereas the non-MDG index had a weaker relation with SDI (r2=0·79). Between 2000 and 2015, the health-related SDG index improved by a median of 7·9 (IQR 5·0-10·4), and gains on the MDG index (a median change of 10·0 [6·7-13·1]) exceeded that of the non-MDG index (a median change of 5·5 [2·1-8·9]). Since 2000, pronounced progress occurred for indicators such as met need with modern contraception, under-5 mortality, and neonatal mortality, as well as the indicator for universal health coverage tracer interventions. Moderate improvements were found for indicators such as HIV and tuberculosis incidence, minimal changes for hepatitis B incidence took place, and childhood overweight considerably worsened. INTERPRETATION GBD provides an independent, comparable avenue for monitoring progress towards the health-related SDGs. Our analysis not only highlights the importance of income, education, and fertility as drivers of health improvement but also emphasises that investments in these areas alone will not be sufficient. Although considerable progress on the health-related MDG indicators has been made, these gains will need to be sustained and, in many cases, accelerated to achieve the ambitious SDG targets. The minimal improvement in or worsening of health-related indicators beyond the MDGs highlight the need for additional resources to effectively address the expanded scope of the health-related SDGs. FUNDING Bill & Melinda Gates Foundation.
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Forouzanfar MH, Afshin A, Alexander LT, Anderson HR, Bhutta ZA, Biryukov S, Brauer M, Burnett R, Cercy K, Charlson FJ, Cohen AJ, Dandona L, Estep K, Ferrari AJ, Frostad JJ, Fullman N, Gething PW, Godwin WW, Griswold M, Hay SI, Kinfu Y, Kyu HH, Larson HJ, Liang X, Lim SS, Liu PY, Lopez AD, Lozano R, Marczak L, Mensah GA, Mokdad AH, Moradi-Lakeh M, Naghavi M, Neal B, Reitsma MB, Roth GA, Salomon JA, Sur PJ, Vos T, Wagner JA, Wang H, Zhao Y, Zhou M, Aasvang GM, Abajobir AA, Abate KH, Abbafati C, Abbas KM, Abd-Allah F, Abdulle AM, Abera SF, Abraham B, Abu-Raddad LJ, Abyu GY, Adebiyi AO, Adedeji IA, Ademi Z, Adou AK, Adsuar JC, Agardh EE, Agarwal A, Agrawal A, Kiadaliri AA, Ajala ON, Akinyemiju TF, Al-Aly Z, Alam K, Alam NKM, Aldhahri SF, Aldridge RW, Alemu ZA, Ali R, Alkerwi A, Alla F, Allebeck P, Alsharif U, Altirkawi KA, Martin EA, Alvis-Guzman N, Amare AT, Amberbir A, Amegah AK, Amini H, Ammar W, Amrock SM, Andersen HH, Anderson BO, Antonio CAT, Anwari P, Ärnlöv J, Artaman A, Asayesh H, Asghar RJ, Assadi R, Atique S, Avokpaho EFGA, Awasthi A, Quintanilla BPA, Azzopardi P, Bacha U, Badawi A, Bahit MC, Balakrishnan K, Barac A, Barber RM, Barker-Collo SL, Bärnighausen T, Barquera S, Barregard L, Barrero LH, Basu S, Batis C, Bazargan-Hejazi S, Beardsley J, Bedi N, Beghi E, Bell B, Bell ML, Bello AK, Bennett DA, Bensenor IM, Berhane A, Bernabé E, Betsu BD, Beyene AS, Bhala N, Bhansali A, Bhatt S, Biadgilign S, Bikbov B, Bisanzio D, Bjertness E, Blore JD, Borschmann R, Boufous S, Bourne RRA, Brainin M, Brazinova A, Breitborde NJK, Brenner H, Broday DM, Brugha TS, Brunekreef B, Butt ZA, Cahill LE, Calabria B, Campos-Nonato IR, Cárdenas R, Carpenter DO, Carrero JJ, Casey DC, Castañeda-Orjuela CA, Rivas JC, Castro RE, Catalá-López F, Chang JC, Chiang PPC, Chibalabala M, Chimed-Ochir O, Chisumpa VH, Chitheer AA, Choi JYJ, Christensen H, Christopher DJ, Ciobanu LG, Coates MM, Colquhoun SM, Manzano AGC, Cooper LT, Cooperrider K, Cornaby L, Cortinovis M, Crump JA, Cuevas-Nasu L, Damasceno A, Dandona R, Darby SC, Dargan PI, das Neves J, Davis AC, Davletov K, de Castro EF, De la Cruz-Góngora V, De Leo D, Degenhardt L, Del Gobbo LC, del Pozo-Cruz B, Dellavalle RP, Deribew A, Jarlais DCD, Dharmaratne SD, Dhillon PK, Diaz-Torné C, Dicker D, Ding EL, Dorsey ER, Doyle KE, Driscoll TR, Duan L, Dubey M, Duncan BB, Elyazar I, Endries AY, Ermakov SP, Erskine HE, Eshrati B, Esteghamati A, Fahimi S, Faraon EJA, Farid TA, Farinha CSES, Faro A, Farvid MS, Farzadfar F, Feigin VL, Fereshtehnejad SM, Fernandes JG, Fischer F, Fitchett JRA, Fleming T, Foigt N, Foreman K, Fowkes FGR, Franklin RC, Fürst T, Futran ND, Gakidou E, Garcia-Basteiro AL, Gebrehiwot TT, Gebremedhin AT, Geleijnse JM, Gessner BD, Giref AZ, Giroud M, Gishu MD, Giussani G, Goenka S, Gomez-Cabrera MC, Gomez-Dantes H, Gona P, Goodridge A, Gopalani SV, Gotay CC, Goto A, Gouda HN, Gugnani HC, Guillemin F, Guo Y, Gupta R, Gupta R, Gutiérrez RA, Haagsma JA, Hafezi-Nejad N, Haile D, Hailu GB, Halasa YA, Hamadeh RR, Hamidi S, Handal AJ, Hankey GJ, Hao Y, Harb HL, Harikrishnan S, Haro JM, Hassanvand MS, Hassen TA, Havmoeller R, Heredia-Pi IB, Hernández-Llanes NF, Heydarpour P, Hoek HW, Hoffman HJ, Horino M, Horita N, Hosgood HD, Hoy DG, Hsairi M, Htet AS, Hu G, Huang JJ, Husseini A, Hutchings SJ, Huybrechts I, Iburg KM, Idrisov BT, Ileanu BV, Inoue M, Jacobs TA, Jacobsen KH, Jahanmehr N, Jakovljevic MB, Jansen HAFM, Jassal SK, Javanbakht M, Jayaraman SP, Jayatilleke AU, Jee SH, Jeemon P, Jha V, Jiang Y, Jibat T, Jin Y, Johnson CO, Jonas JB, Kabir Z, Kalkonde Y, Kamal R, Kan H, Karch A, Karema CK, Karimkhani C, Kasaeian A, Kaul A, Kawakami N, Kazi DS, Keiyoro PN, Kemmer L, Kemp AH, Kengne AP, Keren A, Kesavachandran CN, Khader YS, Khan AR, Khan EA, Khan G, Khang YH, Khatibzadeh S, Khera S, Khoja TAM, Khubchandani J, Kieling C, Kim CI, Kim D, Kimokoti RW, Kissoon N, Kivipelto M, Knibbs LD, Kokubo Y, Kopec JA, Koul PA, Koyanagi A, Kravchenko M, Kromhout H, Krueger H, Ku T, Defo BK, Kuchenbecker RS, Bicer BK, Kuipers EJ, Kumar GA, Kwan GF, Lal DK, Lalloo R, Lallukka T, Lan Q, Larsson A, Latif AA, Lawrynowicz AEB, Leasher JL, Leigh J, Leung J, Levi M, Li X, Li Y, Liang J, Liu S, Lloyd BK, Logroscino G, Lotufo PA, Lunevicius R, MacIntyre M, Mahdavi M, Majdan M, Majeed A, Malekzadeh R, Malta DC, Manamo WAA, Mapoma CC, Marcenes W, Martin RV, Martinez-Raga J, Masiye F, Matsushita K, Matzopoulos R, Mayosi BM, McGrath JJ, McKee M, Meaney PA, Medina C, Mehari A, Mejia-Rodriguez F, Mekonnen AB, Melaku YA, Memish ZA, Mendoza W, Mensink GBM, Meretoja A, Meretoja TJ, Mesfin YM, Mhimbira FA, Millear A, Miller TR, Mills EJ, Mirarefin M, Misganaw A, Mock CN, Mohammadi A, Mohammed S, Mola GLD, Monasta L, Hernandez JCM, Montico M, Morawska L, Mori R, Mozaffarian D, Mueller UO, Mullany E, Mumford JE, Murthy GVS, Nachega JB, Naheed A, Nangia V, Nassiri N, Newton JN, Ng M, Nguyen QL, Nisar MI, Pete PMN, Norheim OF, Norman RE, Norrving B, Nyakarahuka L, Obermeyer CM, Ogbo FA, Oh IH, Oladimeji O, Olivares PR, Olsen H, Olusanya BO, Olusanya JO, Opio JN, Oren E, Orozco R, Ortiz A, Ota E, PA M, Pana A, Park EK, Parry CD, Parsaeian M, Patel T, Caicedo AJP, Patil ST, Patten SB, Patton GC, Pearce N, Pereira DM, Perico N, Pesudovs K, Petzold M, Phillips MR, Piel FB, Pillay JD, Plass D, Polinder S, Pond CD, Pope CA, Pope D, Popova S, Poulton RG, Pourmalek F, Prasad NM, Qorbani M, Rabiee RHS, Radfar A, Rafay A, Rahimi-Movaghar V, Rahman M, Rahman MHU, Rahman SU, Rai RK, Rajsic S, Raju M, Ram U, Rana SM, Ranganathan K, Rao P, García CAR, Refaat AH, Rehm CD, Rehm J, Reinig N, Remuzzi G, Resnikoff S, Ribeiro AL, Rivera JA, Roba HS, Rodriguez A, Rodriguez-Ramirez S, Rojas-Rueda D, Roman Y, Ronfani L, Roshandel G, Rothenbacher D, Roy A, Saleh MM, Sanabria JR, Sanchez-Riera L, Sanchez-Niño MD, Sánchez-Pimienta TG, Sandar L, Santomauro DF, Santos IS, Sarmiento-Suarez R, Sartorius B, Satpathy M, Savic M, Sawhney M, Schmidhuber J, Schmidt MI, Schneider IJC, Schöttker B, Schutte AE, Schwebel DC, Scott JG, Seedat S, Sepanlou SG, Servan-Mori EE, Shaddick G, Shaheen A, Shahraz S, Shaikh MA, Levy TS, Sharma R, She J, Sheikhbahaei S, Shen J, Sheth KN, Shi P, Shibuya K, Shigematsu M, Shin MJ, Shiri R, Shishani K, Shiue I, Shrime MG, Sigfusdottir ID, Silva DAS, Silveira DGA, Silverberg JI, Simard EP, Sindi S, Singh A, Singh JA, Singh PK, Slepak EL, Soljak M, Soneji S, Sorensen RJD, Sposato LA, Sreeramareddy CT, Stathopoulou V, Steckling N, Steel N, Stein DJ, Stein MB, Stöckl H, Stranges S, Stroumpoulis K, Sunguya BF, Swaminathan S, Sykes BL, Szoeke CEI, Tabarés-Seisdedos R, Takahashi K, Talongwa RT, Tandon N, Tanne D, Tavakkoli M, Taye BW, Taylor HR, Tedla BA, Tefera WM, Tegegne TK, Tekle DY, Terkawi AS, Thakur JS, Thomas BA, Thomas ML, Thomson AJ, Thorne-Lyman AL, Thrift AG, Thurston GD, Tillmann T, Tobe-Gai R, Tobollik M, Topor-Madry R, Topouzis F, Towbin JA, Tran BX, Dimbuene ZT, Tsilimparis N, Tura AK, Tuzcu EM, Tyrovolas S, Ukwaja KN, Undurraga EA, Uneke CJ, Uthman OA, van Donkelaar A, van Os J, Varakin YY, Vasankari T, Veerman JL, Venketasubramanian N, Violante FS, Vollset SE, Wagner GR, Waller SG, Wang JL, Wang L, Wang Y, Weichenthal S, Weiderpass E, Weintraub RG, Werdecker A, Westerman R, Whiteford HA, Wijeratne T, Wiysonge CS, Wolfe CDA, Won S, Woolf AD, Wubshet M, Xavier D, Xu G, Yadav AK, Yakob B, Yalew AZ, Yano Y, Yaseri M, Ye P, Yip P, Yonemoto N, Yoon SJ, Younis MZ, Yu C, Zaidi Z, Zaki MES, Zhu J, Zipkin B, Zodpey S, Zuhlke LJ, Murray CJL. Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990-2015: a systematic analysis for the Global Burden of Disease Study 2015. Lancet 2016; 388:1659-1724. [PMID: 27733284 PMCID: PMC5388856 DOI: 10.1016/s0140-6736(16)31679-8] [Citation(s) in RCA: 2646] [Impact Index Per Article: 330.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2016] [Revised: 08/13/2016] [Accepted: 08/19/2016] [Indexed: 12/30/2022]
Abstract
BACKGROUND The Global Burden of Diseases, Injuries, and Risk Factors Study 2015 provides an up-to-date synthesis of the evidence for risk factor exposure and the attributable burden of disease. By providing national and subnational assessments spanning the past 25 years, this study can inform debates on the importance of addressing risks in context. METHODS We used the comparative risk assessment framework developed for previous iterations of the Global Burden of Disease Study to estimate attributable deaths, disability-adjusted life-years (DALYs), and trends in exposure by age group, sex, year, and geography for 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks from 1990 to 2015. This study included 388 risk-outcome pairs that met World Cancer Research Fund-defined criteria for convincing or probable evidence. We extracted relative risk and exposure estimates from randomised controlled trials, cohorts, pooled cohorts, household surveys, census data, satellite data, and other sources. We used statistical models to pool data, adjust for bias, and incorporate covariates. We developed a metric that allows comparisons of exposure across risk factors-the summary exposure value. Using the counterfactual scenario of theoretical minimum risk level, we estimated the portion of deaths and DALYs that could be attributed to a given risk. We decomposed trends in attributable burden into contributions from population growth, population age structure, risk exposure, and risk-deleted cause-specific DALY rates. We characterised risk exposure in relation to a Socio-demographic Index (SDI). FINDINGS Between 1990 and 2015, global exposure to unsafe sanitation, household air pollution, childhood underweight, childhood stunting, and smoking each decreased by more than 25%. Global exposure for several occupational risks, high body-mass index (BMI), and drug use increased by more than 25% over the same period. All risks jointly evaluated in 2015 accounted for 57·8% (95% CI 56·6-58·8) of global deaths and 41·2% (39·8-42·8) of DALYs. In 2015, the ten largest contributors to global DALYs among Level 3 risks were high systolic blood pressure (211·8 million [192·7 million to 231·1 million] global DALYs), smoking (148·6 million [134·2 million to 163·1 million]), high fasting plasma glucose (143·1 million [125·1 million to 163·5 million]), high BMI (120·1 million [83·8 million to 158·4 million]), childhood undernutrition (113·3 million [103·9 million to 123·4 million]), ambient particulate matter (103·1 million [90·8 million to 115·1 million]), high total cholesterol (88·7 million [74·6 million to 105·7 million]), household air pollution (85·6 million [66·7 million to 106·1 million]), alcohol use (85·0 million [77·2 million to 93·0 million]), and diets high in sodium (83·0 million [49·3 million to 127·5 million]). From 1990 to 2015, attributable DALYs declined for micronutrient deficiencies, childhood undernutrition, unsafe sanitation and water, and household air pollution; reductions in risk-deleted DALY rates rather than reductions in exposure drove these declines. Rising exposure contributed to notable increases in attributable DALYs from high BMI, high fasting plasma glucose, occupational carcinogens, and drug use. Environmental risks and childhood undernutrition declined steadily with SDI; low physical activity, high BMI, and high fasting plasma glucose increased with SDI. In 119 countries, metabolic risks, such as high BMI and fasting plasma glucose, contributed the most attributable DALYs in 2015. Regionally, smoking still ranked among the leading five risk factors for attributable DALYs in 109 countries; childhood underweight and unsafe sex remained primary drivers of early death and disability in much of sub-Saharan Africa. INTERPRETATION Declines in some key environmental risks have contributed to declines in critical infectious diseases. Some risks appear to be invariant to SDI. Increasing risks, including high BMI, high fasting plasma glucose, drug use, and some occupational exposures, contribute to rising burden from some conditions, but also provide opportunities for intervention. Some highly preventable risks, such as smoking, remain major causes of attributable DALYs, even as exposure is declining. Public policy makers need to pay attention to the risks that are increasingly major contributors to global burden. FUNDING Bill & Melinda Gates Foundation.
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Wang H, Naghavi M, Allen C, Barber RM, Bhutta ZA, Carter A, Casey DC, Charlson FJ, Chen AZ, Coates MM, Coggeshall M, Dandona L, Dicker DJ, Erskine HE, Ferrari AJ, Fitzmaurice C, Foreman K, Forouzanfar MH, Fraser MS, Fullman N, Gething PW, Goldberg EM, Graetz N, Haagsma JA, Hay SI, Huynh C, Johnson CO, Kassebaum NJ, Kinfu Y, Kulikoff XR, Kutz M, Kyu HH, Larson HJ, Leung J, Liang X, Lim SS, Lind M, Lozano R, Marquez N, Mensah GA, Mikesell J, Mokdad AH, Mooney MD, Nguyen G, Nsoesie E, Pigott DM, Pinho C, Roth GA, Salomon JA, Sandar L, Silpakit N, Sligar A, Sorensen RJD, Stanaway J, Steiner C, Teeple S, Thomas BA, Troeger C, VanderZanden A, Vollset SE, Wanga V, Whiteford HA, Wolock T, Zoeckler L, Abate KH, Abbafati C, Abbas KM, Abd-Allah F, Abera SF, Abreu DMX, Abu-Raddad LJ, Abyu GY, Achoki T, Adelekan AL, Ademi Z, Adou AK, Adsuar JC, Afanvi KA, Afshin A, Agardh EE, Agarwal A, Agrawal A, Kiadaliri AA, Ajala ON, Akanda AS, Akinyemi RO, Akinyemiju TF, Akseer N, Lami FHA, Alabed S, Al-Aly Z, Alam K, Alam NKM, Alasfoor D, Aldhahri SF, Aldridge RW, Alegretti MA, Aleman AV, Alemu ZA, Alexander LT, Alhabib S, Ali R, Alkerwi A, Alla F, Allebeck P, Al-Raddadi R, Alsharif U, Altirkawi KA, Martin EA, Alvis-Guzman N, Amare AT, Amegah AK, Ameh EA, Amini H, Ammar W, Amrock SM, Andersen HH, Anderson BO, Anderson GM, Antonio CAT, Aregay AF, Ärnlöv J, Arsenijevic VSA, Artaman A, Asayesh H, Asghar RJ, Atique S, Avokpaho EFGA, Awasthi A, Azzopardi P, Bacha U, Badawi A, Bahit MC, Balakrishnan K, Banerjee A, Barac A, Barker-Collo SL, Bärnighausen T, Barregard L, Barrero LH, Basu A, Basu S, Bayou YT, Bazargan-Hejazi S, Beardsley J, Bedi N, Beghi E, Belay HA, Bell B, Bell ML, Bello AK, Bennett DA, Bensenor IM, Berhane A, Bernabé E, Betsu BD, Beyene AS, Bhala N, Bhalla A, Biadgilign S, Bikbov B, Abdulhak AAB, Biroscak BJ, Biryukov S, Bjertness E, Blore JD, Blosser CD, Bohensky MA, Borschmann R, Bose D, Bourne RRA, Brainin M, Brayne CEG, Brazinova A, Breitborde NJK, Brenner H, Brewer JD, Brown A, Brown J, Brugha TS, Buckle GC, Butt ZA, Calabria B, Campos-Nonato IR, Campuzano JC, Carapetis JR, Cárdenas R, Carpenter DO, Carrero JJ, Castañeda-Orjuela CA, Rivas JC, Catalá-López F, Cavalleri F, Cercy K, Cerda J, Chen W, Chew A, Chiang PPC, Chibalabala M, Chibueze CE, Chimed-Ochir O, Chisumpa VH, Choi JYJ, Chowdhury R, Christensen H, Christopher DJ, Ciobanu LG, Cirillo M, Cohen AJ, Colistro V, Colomar M, Colquhoun SM, Cooper C, Cooper LT, Cortinovis M, Cowie BC, Crump JA, Damsere-Derry J, Danawi H, Dandona R, Daoud F, Darby SC, Dargan PI, das Neves J, Davey G, Davis AC, Davitoiu DV, de Castro EF, de Jager P, Leo DD, Degenhardt L, Dellavalle RP, Deribe K, Deribew A, Dharmaratne SD, Dhillon PK, Diaz-Torné C, Ding EL, dos Santos KPB, Dossou E, Driscoll TR, Duan L, Dubey M, Duncan BB, Ellenbogen RG, Ellingsen CL, Elyazar I, Endries AY, Ermakov SP, Eshrati B, Esteghamati A, Estep K, Faghmous IDA, Fahimi S, Faraon EJA, Farid TA, Farinha CSES, Faro A, Farvid MS, Farzadfar F, Feigin VL, Fereshtehnejad SM, Fernandes JG, Fernandes JC, Fischer F, Fitchett JRA, Flaxman A, Foigt N, Fowkes FGR, Franca EB, Franklin RC, Friedman J, Frostad J, Fürst T, Futran ND, Gall SL, Gambashidze K, Gamkrelidze A, Ganguly P, Gankpé FG, Gebre T, Gebrehiwot TT, Gebremedhin AT, Gebru AA, Geleijnse JM, Gessner BD, Ghoshal AG, Gibney KB, Gillum RF, Gilmour S, Giref AZ, Giroud M, Gishu MD, Giussani G, Glaser E, Godwin WW, Gomez-Dantes H, Gona P, Goodridge A, Gopalani SV, Gosselin RA, Gotay CC, Goto A, Gouda HN, Greaves F, Gugnani HC, Gupta R, Gupta R, Gupta V, Gutiérrez RA, Hafezi-Nejad N, Haile D, Hailu AD, Hailu GB, Halasa YA, Hamadeh RR, Hamidi S, Hancock J, Handal AJ, Hankey GJ, Hao Y, Harb HL, Harikrishnan S, Haro JM, Havmoeller R, Heckbert SR, Heredia-Pi IB, Heydarpour P, Hilderink HBM, Hoek HW, Hogg RS, Horino M, Horita N, Hosgood HD, Hotez PJ, Hoy DG, Hsairi M, Htet AS, Htike MMT, Hu G, Huang C, Huang H, Huiart L, Husseini A, Huybrechts I, Huynh G, Iburg KM, Innos K, Inoue M, Iyer VJ, Jacobs TA, Jacobsen KH, Jahanmehr N, Jakovljevic MB, James P, Javanbakht M, Jayaraman SP, Jayatilleke AU, Jeemon P, Jensen PN, Jha V, Jiang G, Jiang Y, Jibat T, Jimenez-Corona A, Jonas JB, Joshi TK, Kabir Z, Kamal R, Kan H, Kant S, Karch A, Karema CK, Karimkhani C, Karletsos D, Karthikeyan G, Kasaeian A, Katibeh M, Kaul A, Kawakami N, Kayibanda JF, Keiyoro PN, Kemmer L, Kemp AH, Kengne AP, Keren A, Kereselidze M, Kesavachandran CN, Khader YS, Khalil IA, Khan AR, Khan EA, Khang YH, Khera S, Khoja TAM, Kieling C, Kim D, Kim YJ, Kissela BM, Kissoon N, Knibbs LD, Knudsen AK, Kokubo Y, Kolte D, Kopec JA, Kosen S, Koul PA, Koyanagi A, Krog NH, Defo BK, Bicer BK, Kudom AA, Kuipers EJ, Kulkarni VS, Kumar GA, Kwan GF, Lal A, Lal DK, Lalloo R, Lallukka T, Lam H, Lam JO, Langan SM, Lansingh VC, Larsson A, Laryea DO, Latif AA, Lawrynowicz AEB, Leigh J, Levi M, Li Y, Lindsay MP, Lipshultz SE, Liu PY, Liu S, Liu Y, Lo LT, Logroscino G, Lotufo PA, Lucas RM, Lunevicius R, Lyons RA, Ma S, Machado VMP, Mackay MT, MacLachlan JH, Razek HMAE, Magdy M, Razek AE, Majdan M, Majeed A, Malekzadeh R, Manamo WAA, Mandisarisa J, Mangalam S, Mapoma CC, Marcenes W, Margolis DJ, Martin GR, Martinez-Raga J, Marzan MB, Masiye F, Mason-Jones AJ, Massano J, Matzopoulos R, Mayosi BM, McGarvey ST, McGrath JJ, McKee M, McMahon BJ, Meaney PA, Mehari A, Mehndiratta MM, Mejia-Rodriguez F, Mekonnen AB, Melaku YA, Memiah P, Memish ZA, Mendoza W, Meretoja A, Meretoja TJ, Mhimbira FA, Micha R, Millear A, Miller TR, Mirarefin M, Misganaw A, Mock CN, Mohammad KA, Mohammadi A, Mohammed S, Mohan V, Mola GLD, Monasta L, Hernandez JCM, Montero P, Montico M, Montine TJ, Moradi-Lakeh M, Morawska L, Morgan K, Mori R, Mozaffarian D, Mueller UO, Murthy GVS, Murthy S, Musa KI, Nachega JB, Nagel G, Naidoo KS, Naik N, Naldi L, Nangia V, Nash D, Nejjari C, Neupane S, Newton CR, Newton JN, Ng M, Ngalesoni FN, de Dieu Ngirabega J, Nguyen QL, Nisar MI, Pete PMN, Nomura M, Norheim OF, Norman PE, Norrving B, Nyakarahuka L, Ogbo FA, Ohkubo T, Ojelabi FA, Olivares PR, Olusanya BO, Olusanya JO, Opio JN, Oren E, Ortiz A, Osman M, Ota E, Ozdemir R, PA M, Pain A, Pandian JD, Pant PR, Papachristou C, Park EK, Park JH, Parry CD, Parsaeian M, Caicedo AJP, Patten SB, Patton GC, Paul VK, Pearce N, Pedro JM, Stokic LP, Pereira DM, Perico N, Pesudovs K, Petzold M, Phillips MR, Piel FB, Pillay JD, Plass D, Platts-Mills JA, Polinder S, Pope CA, Popova S, Poulton RG, Pourmalek F, Prabhakaran D, Qorbani M, Quame-Amaglo J, Quistberg DA, Rafay A, Rahimi K, Rahimi-Movaghar V, Rahman M, Rahman MHU, Rahman SU, Rai RK, Rajavi Z, Rajsic S, Raju M, Rakovac I, Rana SM, Ranabhat CL, Rangaswamy T, Rao P, Rao SR, Refaat AH, Rehm J, Reitsma MB, Remuzzi G, Resnikoff S, Ribeiro AL, Ricci S, Blancas MJR, Roberts B, Roca A, Rojas-Rueda D, Ronfani L, Roshandel G, Rothenbacher D, Roy A, Roy NK, Ruhago GM, Sagar R, Saha S, Sahathevan R, Saleh MM, Sanabria JR, Sanchez-Niño MD, Sanchez-Riera L, Santos IS, Sarmiento-Suarez R, Sartorius B, Satpathy M, Savic M, Sawhney M, Schaub MP, Schmidt MI, Schneider IJC, Schöttker B, Schutte AE, Schwebel DC, Seedat S, Sepanlou SG, Servan-Mori EE, Shackelford KA, Shaddick G, Shaheen A, Shahraz S, Shaikh MA, Shakh-Nazarova M, Sharma R, She J, Sheikhbahaei S, Shen J, Shen Z, Shepard DS, Sheth KN, Shetty BP, Shi P, Shibuya K, Shin MJ, Shiri R, Shiue I, Shrime MG, Sigfusdottir ID, Silberberg DH, Silva DAS, Silveira DGA, Silverberg JI, Simard EP, Singh A, Singh GM, Singh JA, Singh OP, Singh PK, Singh V, Soneji S, Søreide K, Soriano JB, Sposato LA, Sreeramareddy CT, Stathopoulou V, Stein DJ, Stein MB, Stranges S, Stroumpoulis K, Sunguya BF, Sur P, Swaminathan S, Sykes BL, Szoeke CEI, Tabarés-Seisdedos R, Tabb KM, Takahashi K, Takala JS, Talongwa RT, Tandon N, Tavakkoli M, Taye B, Taylor HR, Ao BJT, Tedla BA, Tefera WM, Have MT, Terkawi AS, Tesfay FH, Tessema GA, Thomson AJ, Thorne-Lyman AL, Thrift AG, Thurston GD, Tillmann T, Tirschwell DL, Tonelli M, Topor-Madry R, Topouzis F, Towbin JA, Traebert J, Tran BX, Truelsen T, Trujillo U, Tura AK, Tuzcu EM, Uchendu US, Ukwaja KN, Undurraga EA, Uthman OA, Dingenen RV, van Donkelaar A, Vasankari T, Vasconcelos AMN, Venketasubramanian N, Vidavalur R, Vijayakumar L, Villalpando S, Violante FS, Vlassov VV, Wagner JA, Wagner GR, Wallin MT, Wang L, Watkins DA, Weichenthal S, Weiderpass E, Weintraub RG, Werdecker A, Westerman R, White RA, Wijeratne T, Wilkinson JD, Williams HC, Wiysonge CS, Woldeyohannes SM, Wolfe CDA, Won S, Wong JQ, Woolf AD, Xavier D, Xiao Q, Xu G, Yakob B, Yalew AZ, Yan LL, Yano Y, Yaseri M, Ye P, Yebyo HG, Yip P, Yirsaw BD, Yonemoto N, Yonga G, Younis MZ, Yu S, Zaidi Z, Zaki MES, Zannad F, Zavala DE, Zeeb H, Zeleke BM, Zhang H, Zodpey S, Zonies D, Zuhlke LJ, Vos T, Lopez AD, Murray CJL. Global, regional, and national life expectancy, all-cause mortality, and cause-specific mortality for 249 causes of death, 1980-2015: a systematic analysis for the Global Burden of Disease Study 2015. Lancet 2016; 388:1459-1544. [PMID: 27733281 PMCID: PMC5388903 DOI: 10.1016/s0140-6736(16)31012-1] [Citation(s) in RCA: 4031] [Impact Index Per Article: 503.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND Improving survival and extending the longevity of life for all populations requires timely, robust evidence on local mortality levels and trends. The Global Burden of Disease 2015 Study (GBD 2015) provides a comprehensive assessment of all-cause and cause-specific mortality for 249 causes in 195 countries and territories from 1980 to 2015. These results informed an in-depth investigation of observed and expected mortality patterns based on sociodemographic measures. METHODS We estimated all-cause mortality by age, sex, geography, and year using an improved analytical approach originally developed for GBD 2013 and GBD 2010. Improvements included refinements to the estimation of child and adult mortality and corresponding uncertainty, parameter selection for under-5 mortality synthesis by spatiotemporal Gaussian process regression, and sibling history data processing. We also expanded the database of vital registration, survey, and census data to 14 294 geography-year datapoints. For GBD 2015, eight causes, including Ebola virus disease, were added to the previous GBD cause list for mortality. We used six modelling approaches to assess cause-specific mortality, with the Cause of Death Ensemble Model (CODEm) generating estimates for most causes. We used a series of novel analyses to systematically quantify the drivers of trends in mortality across geographies. First, we assessed observed and expected levels and trends of cause-specific mortality as they relate to the Socio-demographic Index (SDI), a summary indicator derived from measures of income per capita, educational attainment, and fertility. Second, we examined factors affecting total mortality patterns through a series of counterfactual scenarios, testing the magnitude by which population growth, population age structures, and epidemiological changes contributed to shifts in mortality. Finally, we attributed changes in life expectancy to changes in cause of death. We documented each step of the GBD 2015 estimation processes, as well as data sources, in accordance with Guidelines for Accurate and Transparent Health Estimates Reporting (GATHER). FINDINGS Globally, life expectancy from birth increased from 61·7 years (95% uncertainty interval 61·4-61·9) in 1980 to 71·8 years (71·5-72·2) in 2015. Several countries in sub-Saharan Africa had very large gains in life expectancy from 2005 to 2015, rebounding from an era of exceedingly high loss of life due to HIV/AIDS. At the same time, many geographies saw life expectancy stagnate or decline, particularly for men and in countries with rising mortality from war or interpersonal violence. From 2005 to 2015, male life expectancy in Syria dropped by 11·3 years (3·7-17·4), to 62·6 years (56·5-70·2). Total deaths increased by 4·1% (2·6-5·6) from 2005 to 2015, rising to 55·8 million (54·9 million to 56·6 million) in 2015, but age-standardised death rates fell by 17·0% (15·8-18·1) during this time, underscoring changes in population growth and shifts in global age structures. The result was similar for non-communicable diseases (NCDs), with total deaths from these causes increasing by 14·1% (12·6-16·0) to 39·8 million (39·2 million to 40·5 million) in 2015, whereas age-standardised rates decreased by 13·1% (11·9-14·3). Globally, this mortality pattern emerged for several NCDs, including several types of cancer, ischaemic heart disease, cirrhosis, and Alzheimer's disease and other dementias. By contrast, both total deaths and age-standardised death rates due to communicable, maternal, neonatal, and nutritional conditions significantly declined from 2005 to 2015, gains largely attributable to decreases in mortality rates due to HIV/AIDS (42·1%, 39·1-44·6), malaria (43·1%, 34·7-51·8), neonatal preterm birth complications (29·8%, 24·8-34·9), and maternal disorders (29·1%, 19·3-37·1). Progress was slower for several causes, such as lower respiratory infections and nutritional deficiencies, whereas deaths increased for others, including dengue and drug use disorders. Age-standardised death rates due to injuries significantly declined from 2005 to 2015, yet interpersonal violence and war claimed increasingly more lives in some regions, particularly in the Middle East. In 2015, rotaviral enteritis (rotavirus) was the leading cause of under-5 deaths due to diarrhoea (146 000 deaths, 118 000-183 000) and pneumococcal pneumonia was the leading cause of under-5 deaths due to lower respiratory infections (393 000 deaths, 228 000-532 000), although pathogen-specific mortality varied by region. Globally, the effects of population growth, ageing, and changes in age-standardised death rates substantially differed by cause. Our analyses on the expected associations between cause-specific mortality and SDI show the regular shifts in cause of death composition and population age structure with rising SDI. Country patterns of premature mortality (measured as years of life lost [YLLs]) and how they differ from the level expected on the basis of SDI alone revealed distinct but highly heterogeneous patterns by region and country or territory. Ischaemic heart disease, stroke, and diabetes were among the leading causes of YLLs in most regions, but in many cases, intraregional results sharply diverged for ratios of observed and expected YLLs based on SDI. Communicable, maternal, neonatal, and nutritional diseases caused the most YLLs throughout sub-Saharan Africa, with observed YLLs far exceeding expected YLLs for countries in which malaria or HIV/AIDS remained the leading causes of early death. INTERPRETATION At the global scale, age-specific mortality has steadily improved over the past 35 years; this pattern of general progress continued in the past decade. Progress has been faster in most countries than expected on the basis of development measured by the SDI. Against this background of progress, some countries have seen falls in life expectancy, and age-standardised death rates for some causes are increasing. Despite progress in reducing age-standardised death rates, population growth and ageing mean that the number of deaths from most non-communicable causes are increasing in most countries, putting increased demands on health systems. FUNDING Bill & Melinda Gates Foundation.
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Kassebaum NJ, Arora M, Barber RM, Bhutta ZA, Brown J, Carter A, Casey DC, Charlson FJ, Coates MM, Coggeshall M, Cornaby L, Dandona L, Dicker DJ, Erskine HE, Ferrari AJ, Fitzmaurice C, Foreman K, Forouzanfar MH, Fullman N, Gething PW, Goldberg EM, Graetz N, Haagsma JA, Hay SI, Johnson CO, Kemmer L, Khalil IA, Kinfu Y, Kutz MJ, Kyu HH, Leung J, Liang X, Lim SS, Lozano R, Mensah GA, Mikesell J, Mokdad AH, Mooney MD, Naghavi M, Nguyen G, Nsoesie E, Pigott DM, Pinho C, Rankin Z, Reinig N, Salomon JA, Sandar L, Smith A, Sorensen RJD, Stanaway J, Steiner C, Teeple S, Troeger C, Truelsen T, VanderZanden A, Wagner JA, Wanga V, Whiteford HA, Zhou M, Zoeckler L, Abajobir AA, Abate KH, Abbafati C, Abbas KM, Abd-Allah F, Abraham B, Abubakar I, Abu-Raddad LJ, Abu-Rmeileh NME, Achoki T, Ackerman IN, Adebiyi AO, Adedeji IA, Adsuar JC, Afanvi KA, Afshin A, Agardh EE, Agarwal A, Agarwal SK, Ahmed MB, Kiadaliri AA, Ahmadieh H, Akseer N, Al-Aly Z, Alam K, Alam NKM, Aldhahri SF, Alegretti MA, Aleman AV, Alemu ZA, Alexander LT, Ali R, Alkerwi A, Alla F, Allebeck P, Allen C, Alsharif U, Altirkawi KA, Martin EA, Alvis-Guzman N, Amare AT, Amberbir A, Amegah AK, Amini H, Ammar W, Amrock SM, Anderson GM, Anderson BO, Antonio CAT, Anwari P, Ärnlöv J, Arsenijevic VSA, Artaman A, Asayesh H, Asghar RJ, Avokpaho EFGA, Awasthi A, Quintanilla BPA, Azzopardi P, Bacha U, Badawi A, Balakrishnan K, Banerjee A, Barac A, Barker-Collo SL, Bärnighausen T, Barregard L, Barrero LH, Basu S, Bayou TA, Beardsley J, Bedi N, Beghi E, Bell B, Bell ML, Benjet C, Bennett DA, Bensenor IM, Berhane A, Bernabé E, Betsu BD, Beyene AS, Bhala N, Bhansali A, Bhatt S, Biadgilign S, Bienhoff K, Bikbov B, Abdulhak AAB, Biryukov S, Bisanzio D, Bjertness E, Blore JD, Borschmann R, Boufous S, Bourne RRA, Brainin M, Brazinova A, Breitborde NJK, Brugha TS, Buchbinder R, Buckle GC, Butt ZA, Calabria B, Campos-Nonato IR, Campuzano JC, Carabin H, Carapetis JR, Cárdenas R, Carrero JJ, Castañeda-Orjuela CA, Rivas JC, Catalá-López F, Cavalleri F, Chang JC, Chiang PPC, Chibalabala M, Chibueze CE, Chisumpa VH, Choi JYJ, Choudhury L, Christensen H, Ciobanu LG, Colistro V, Colomar M, Colquhoun SM, Cortinovis M, Crump JA, Damasceno A, Dandona R, Dargan PI, das Neves J, Davey G, Davis AC, Leo DD, Degenhardt L, Gobbo LCD, Derrett S, Jarlais DCD, deVeber GA, Dharmaratne SD, Dhillon PK, Ding EL, Doyle KE, Driscoll TR, Duan L, Dubey M, Duncan BB, Ebrahimi H, Ellenbogen RG, Elyazar I, Endries AY, Ermakov SP, Eshrati B, Esteghamati A, Estep K, Fahimi S, Farid TA, Farinha CSES, Faro A, Farvid MS, Farzadfar F, Feigin VL, Fereshtehnejad SM, Fernandes JG, Fernandes JC, Fischer F, Fitchett JRA, Foigt N, Fowkes FGR, Franklin RC, Friedman J, Frostad J, Fürst T, Futran ND, Gabbe B, Gankpé FG, Garcia-Basteiro AL, Gebrehiwot TT, Gebremedhin AT, Geleijnse JM, Gibney KB, Gillum RF, Ginawi IAM, Giref AZ, Giroud M, Gishu MD, Giussani G, Godwin WW, Gomez-Dantes H, Gona P, Goodridge A, Gopalani SV, Gotay CC, Goto A, Gouda HN, Gugnani H, Guo Y, Gupta R, Gupta R, Gupta V, Gutiérrez RA, Hafezi-Nejad N, Haile D, Hailu AD, Hailu GB, Halasa YA, Hamadeh RR, Hamidi S, Hammami M, Handal AJ, Hankey GJ, Harb HL, Harikrishnan S, Haro JM, Hassanvand MS, Hassen TA, Havmoeller R, Hay RJ, Hedayati MT, Heredia-Pi IB, Heydarpour P, Hoek HW, Hoffman DJ, Horino M, Horita N, Hosgood HD, Hoy DG, Hsairi M, Huang H, Huang JJ, Iburg KM, Idrisov BT, Innos K, Inoue M, Jacobsen KH, Jauregui A, Jayatilleke AU, Jeemon P, Jha V, Jiang G, Jiang Y, Jibat T, Jimenez-Corona A, Jin Y, Jonas JB, Kabir Z, Kajungu DK, Kalkonde Y, Kamal R, Kan H, Kandel A, Karch A, Karema CK, Karimkhani C, Kasaeian A, Katibeh M, Kaul A, Kawakami N, Kazi DS, Keiyoro PN, Kemp AH, Kengne AP, Keren A, Kesavachandran CN, Khader YS, Khan AR, Khan EA, Khang YH, Khoja TAM, Khubchandani J, Kieling C, Kim CI, Kim D, Kim YJ, Kissoon N, Kivipelto M, Knibbs LD, Knudsen AK, Kokubo Y, Kolte D, Kopec JA, Koul PA, Koyanagi A, Defo BK, Kuchenbecker RS, Bicer BK, Kuipers EJ, Kumar GA, Kwan GF, Lalloo R, Lallukka T, Larsson A, Latif AA, Lavados PM, Lawrynowicz AEB, Leasher JL, Leigh J, Leung R, Li Y, Li Y, Lipshultz SE, Liu PY, Liu Y, Lloyd BK, Logroscino G, Looker KJ, Lotufo PA, Lucas RM, Lunevicius R, Lyons RA, Razek HMAE, Mahdavi M, Majdan M, Majeed A, Malekzadeh R, Malta DC, Marcenes W, Martinez-Raga J, Masiye F, Mason-Jones AJ, Matzopoulos R, Mayosi BM, McGrath JJ, McKee M, Meaney PA, Mehari A, Melaku YA, Memiah P, Memish ZA, Mendoza W, Meretoja A, Meretoja TJ, Mesfin YM, Mhimbira FA, Millear A, Miller TR, Mills EJ, Mirarefin M, Mirrakhimov EM, Mitchell PB, Mock CN, Mohammad KA, Mohammadi A, Mohammed S, Monasta L, Hernandez JCM, Montico M, Moradi-Lakeh M, Mori R, Mueller UO, Mumford JE, Murdoch ME, Murthy GVS, Nachega JB, Naheed A, Naldi L, Nangia V, Newton JN, Ng M, Ngalesoni FN, Nguyen QL, Nisar MI, Pete PMN, Nolla JM, Norheim OF, Norman RE, Norrving B, Obermeyer CM, Ogbo FA, Oh IH, Oladimeji O, Olivares PR, Olusanya BO, Olusanya JO, Oren E, Ortiz A, Ota E, Oyekale AS, PA M, Park EK, Parsaeian M, Patten SB, Patton GC, Pedro JM, Pereira DM, Perico N, Pesudovs K, Petzold M, Phillips MR, Piel FB, Pillay JD, Pishgar F, Plass D, Polinder S, Popova S, Poulton RG, Pourmalek F, Prasad NM, Qorbani M, Rabiee RHS, Radfar A, Rafay A, Rahimi K, Rahimi-Movaghar V, Rahman M, Rahman MHU, Rahman SU, Rai D, Rai RK, Rajsic S, Raju M, Ram U, Ranganathan K, Refaat AH, Reitsma MB, Remuzzi G, Resnikoff S, Reynolds A, Ribeiro AL, Ricci S, Roba HS, Rojas-Rueda D, Ronfani L, Roshandel G, Roth GA, Roy A, Sackey BB, Sagar R, Sanabria JR, Sanchez-Niño MD, Santos IS, Santos JV, Sarmiento-Suarez R, Sartorius B, Satpathy M, Savic M, Sawhney M, Schmidt MI, Schneider IJC, Schutte AE, Schwebel DC, Seedat S, Sepanlou SG, Servan-Mori EE, Shahraz S, Shaikh MA, Sharma R, She J, Sheikhbahaei S, Shen J, Sheth KN, Shibuya K, Shigematsu M, Shin MJ, Shiri R, Sigfusdottir ID, Silva DAS, Silverberg JI, Simard EP, Singh A, Singh JA, Singh PK, Skirbekk V, Skogen JC, Soljak M, Søreide K, Sorensen RJD, Sreeramareddy CT, Stathopoulou V, Steel N, Stein DJ, Stein MB, Steiner TJ, Stovner LJ, Stranges S, Stroumpoulis K, Sunguya BF, Sur PJ, Swaminathan S, Sykes BL, Szoeke CEI, Tabarés-Seisdedos R, Tandon N, Tanne D, Tavakkoli M, Taye B, Taylor HR, Ao BJT, Tegegne TK, Tekle DY, Terkawi AS, Tessema GA, Thakur JS, Thomson AJ, Thorne-Lyman AL, Thrift AG, Thurston GD, Tobe-Gai R, Tonelli M, Topor-Madry R, Topouzis F, Tran BX, Truelsen T, Dimbuene ZT, Tsilimbaris M, Tura AK, Tuzcu EM, Tyrovolas S, Ukwaja KN, Undurraga EA, Uneke CJ, Uthman OA, van Gool CH, van Os J, Vasankari T, Vasconcelos AMN, Venketasubramanian N, Violante FS, Vlassov VV, Vollset SE, Wagner GR, Wallin MT, Wang L, Weichenthal S, Weiderpass E, Weintraub RG, Werdecker A, Westerman R, Wijeratne T, Wilkinson JD, Williams HC, Wiysonge CS, Woldeyohannes SM, Wolfe CDA, Won S, Xu G, Yadav AK, Yakob B, Yan LL, Yano Y, Yaseri M, Ye P, Yip P, Yonemoto N, Yoon SJ, Younis MZ, Yu C, Zaidi Z, Zaki MES, Zeeb H, Zodpey S, Zonies D, Zuhlke LJ, Vos T, Lopez AD, Murray CJL. Global, regional, and national disability-adjusted life-years (DALYs) for 315 diseases and injuries and healthy life expectancy (HALE), 1990-2015: a systematic analysis for the Global Burden of Disease Study 2015. Lancet 2016; 388:1603-1658. [PMID: 27733283 PMCID: PMC5388857 DOI: 10.1016/s0140-6736(16)31460-x] [Citation(s) in RCA: 1387] [Impact Index Per Article: 173.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Revised: 08/11/2016] [Accepted: 08/16/2016] [Indexed: 12/30/2022]
Abstract
BACKGROUND Healthy life expectancy (HALE) and disability-adjusted life-years (DALYs) provide summary measures of health across geographies and time that can inform assessments of epidemiological patterns and health system performance, help to prioritise investments in research and development, and monitor progress toward the Sustainable Development Goals (SDGs). We aimed to provide updated HALE and DALYs for geographies worldwide and evaluate how disease burden changes with development. METHODS We used results from the Global Burden of Diseases, Injuries, and Risk Factors Study 2015 (GBD 2015) for all-cause mortality, cause-specific mortality, and non-fatal disease burden to derive HALE and DALYs by sex for 195 countries and territories from 1990 to 2015. We calculated DALYs by summing years of life lost (YLLs) and years of life lived with disability (YLDs) for each geography, age group, sex, and year. We estimated HALE using the Sullivan method, which draws from age-specific death rates and YLDs per capita. We then assessed how observed levels of DALYs and HALE differed from expected trends calculated with the Socio-demographic Index (SDI), a composite indicator constructed from measures of income per capita, average years of schooling, and total fertility rate. FINDINGS Total global DALYs remained largely unchanged from 1990 to 2015, with decreases in communicable, neonatal, maternal, and nutritional (Group 1) disease DALYs offset by increased DALYs due to non-communicable diseases (NCDs). Much of this epidemiological transition was caused by changes in population growth and ageing, but it was accelerated by widespread improvements in SDI that also correlated strongly with the increasing importance of NCDs. Both total DALYs and age-standardised DALY rates due to most Group 1 causes significantly decreased by 2015, and although total burden climbed for the majority of NCDs, age-standardised DALY rates due to NCDs declined. Nonetheless, age-standardised DALY rates due to several high-burden NCDs (including osteoarthritis, drug use disorders, depression, diabetes, congenital birth defects, and skin, oral, and sense organ diseases) either increased or remained unchanged, leading to increases in their relative ranking in many geographies. From 2005 to 2015, HALE at birth increased by an average of 2·9 years (95% uncertainty interval 2·9-3·0) for men and 3·5 years (3·4-3·7) for women, while HALE at age 65 years improved by 0·85 years (0·78-0·92) and 1·2 years (1·1-1·3), respectively. Rising SDI was associated with consistently higher HALE and a somewhat smaller proportion of life spent with functional health loss; however, rising SDI was related to increases in total disability. Many countries and territories in central America and eastern sub-Saharan Africa had increasingly lower rates of disease burden than expected given their SDI. At the same time, a subset of geographies recorded a growing gap between observed and expected levels of DALYs, a trend driven mainly by rising burden due to war, interpersonal violence, and various NCDs. INTERPRETATION Health is improving globally, but this means more populations are spending more time with functional health loss, an absolute expansion of morbidity. The proportion of life spent in ill health decreases somewhat with increasing SDI, a relative compression of morbidity, which supports continued efforts to elevate personal income, improve education, and limit fertility. Our analysis of DALYs and HALE and their relationship to SDI represents a robust framework on which to benchmark geography-specific health performance and SDG progress. Country-specific drivers of disease burden, particularly for causes with higher-than-expected DALYs, should inform financial and research investments, prevention efforts, health policies, and health system improvement initiatives for all countries along the development continuum. FUNDING Bill & Melinda Gates Foundation.
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Shridhar K, Walia GK, Aggarwal A, Gulati S, Geetha AV, Prabhakaran D, Dhillon PK, Rajaraman P. Corrigendum to “DNA methylation markers for oral pre-cancer progression: A critical review” [Oral Oncology 53 (2015) 1–9]. Oral Oncol 2016; 60:e1. [PMID: 27450869 PMCID: PMC5000583 DOI: 10.1016/j.oraloncology.2016.07.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Affiliation(s)
- Krithiga Shridhar
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India.
| | - Gagandeep Kaur Walia
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India
| | - Aastha Aggarwal
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India
| | - Smriti Gulati
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India
| | - A V Geetha
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India
| | - Dorairaj Prabhakaran
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India; Centre for Chronic Disease Control, Gurgaon, Haryana, India; London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Preet K Dhillon
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India
| | - Preetha Rajaraman
- Center for Global Health, National Cancer Institute, NIH, DHHS, Bethesda, Maryland, USA
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Shridhar K, Millett C, Laverty AA, Alam D, Dias A, Williams J, Dhillon PK. Prevalence and correlates of achieving recommended physical activity levels among children living in rural South Asia-A multi-centre study. BMC Public Health 2016; 16:690. [PMID: 27485010 PMCID: PMC4970267 DOI: 10.1186/s12889-016-3353-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2016] [Accepted: 07/22/2016] [Indexed: 01/27/2023] Open
Abstract
Background We report the prevalence of recommended physical activity levels (RPALs) and examine the correlates of achieving RPALs in rural South Asian children and analyse its association with anthropometric outcomes. Methods This analysis on rural South Asian children aged 5–14 years (n = 564) is a part of the Chronic Disease Risk Factor study conducted at three sites in India (Chennai n = 146; Goa n = 218) and Bangladesh (Matlab; n = 200). Data on socio-demographic and lifestyle factors (physical activity (PA); diet) were collected using an interviewer-administered questionnaires, along with objective anthropometric measurements. Multivariate logistic regression models were used to examine whether RPALs (active travel to school (yes/no); leisure-time PA ≥ 1 h/day; sedentary-activity ≤ 2 h/day) were associated with socio-demographic factors, diet and other forms of PA. Multivariate linear regression models were used to investigate associations between RPALs and anthropometrics (BMI- and waist z-scores). Results The majority of children (71.8 %) belonged to households where a parent had at least a secondary education. Two-thirds (66.7 %) actively travelled to school; 74.6 % reported ≥1 h/day of leisure-time PA and 55.7 % had ≤2 h/day of sedentary-activity; 25.2 % of children reported RPALs in all three dimensions. Older (10–14 years, OR = 2.0; 95 % CI: 1.3, 3.0) and female (OR = 1.7; 95 % CI: 1.1, 2.5) children were more likely to travel actively to school. Leisure-time PA ≥ 1 h/day was more common among boys (OR = 2.5; 95 % CI: 1.5, 4.0), children in Matlab, Bangladesh (OR = 3.0; 95 % CI: 1.6, 5.5), and those with higher processed-food consumption (OR = 2.3; 95 % CI: 1.2, 4.1). Sedentary activity ≤ 2 h/day was associated with younger children (5–9 years, OR = 1.6; 95 % CI: 1.1, 2.4), children of Goa (OR = 3.5; 95 % CI: 2.1, 6.1) and Chennai (OR = 2.5; 95 % CI: 1.5, 4.3) and low household education (OR = 2.1; 95 % CI: 1.1, 4.1). In multivariate analyses, sedentary activity ≤ 2 h/day was associated with lower BMI-z-scores (β = −0.3; 95 % CI: −0.5, −0.08) and lower waist-z-scores (β = −1.1; 95 % CI: −2.2, −0.07). Conclusion Only one quarter of children in these rural areas achieved RPAL in active travel, leisure and sedentary activity. Improved understanding of RPAL in rural South Asian children is important due to rapid socio-economic transition.
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Affiliation(s)
- Krithiga Shridhar
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, 4th Floor, Plot.No.47, Sector 44, Gurgaon, 122002, Haryana, India.
| | - Christopher Millett
- Department of Primary Care and Public Health, Imperial College, Reynolds Building, Charing Cross Campus, London, UK
| | - Anthony A Laverty
- Department of Primary Care and Public Health, Imperial College, Reynolds Building, Charing Cross Campus, London, UK
| | - Dewan Alam
- Centre for Global Health Research, Li KaShing Knowledge Institute, St. Michael's Hospital, Toronto, Canada
| | - Amit Dias
- Goa Medical College, Sangath, Bardez, Goa, India
| | | | - Preet K Dhillon
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, 4th Floor, Plot.No.47, Sector 44, Gurgaon, 122002, Haryana, India
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Abstract
BACKGROUND Cancer is a leading cause of death worldwide. A large proportion of cancer deaths are preventable through early detection but there are a range of social, emotional, cultural and financial dimensions that hinder the effectiveness of cancer prevention and treatment efforts. Cancer stigma is one such barrier and is increasingly recognized as an important factor influencing health awareness and promotion, and hence, disease prevention and control. The impact and extent of stigma on the cancer early detection and care continuum is poorly understood in India. OBJECTIVES To evaluate cancer awareness and stigma from multiple stakeholder perspectives in North India, including men and women from the general population, health care professionals and educators, and cancer survivors. MATERIALS AND METHODS A qualitative study was conducted with in-depth interviews (IDIs) and focus group discussions (FGDs) among 39 individuals over a period of 3 months in 2014. Three groups of participants were chosen purposively - 1) men and women who attended cancer screening camps held by the Indian Cancer Society, Delhi; 2) health care providers and 3) cancer survivors. RESULTS Most participants were unaware of what cancers are in general, their causes and ways of prevention. Attitudes of families towards cancer patients were observed to be positive and caring. Nevertheless, stigma and its impact emerged as a cross cutting theme across all groups. Cost of treatment, lack of awarenes and beliefs in alternate medicines were identified as some of the major barriers to seeking care. CONCLUSIONS This study suggests a need for spreading awareness, knowledge about cancers and assessing associated impact among the people. Also Future research is recommended to help eradicate stigma from the society and reduce cancer-related stigma in the Indian context.
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Affiliation(s)
- Adyya Gupta
- South Asia Network for Chronic Disease (SANCD), Public Health Foundation of India, New Delhi, India E-mail :
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Shridhar K, Rajaraman P, Koyande S, Parikh PM, Chaturvedi P, Dhillon PK, Dikshit RP. Trends in mouth cancer incidence in Mumbai, India (1995-2009): An age-period-cohort analysis. Cancer Epidemiol 2016; 42:66-71. [PMID: 27043865 PMCID: PMC4911594 DOI: 10.1016/j.canep.2016.03.007] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2016] [Revised: 03/12/2016] [Accepted: 03/15/2016] [Indexed: 02/03/2023]
Abstract
INTRODUCTION Despite tobacco control and health promotion efforts, the incidence rates of mouth cancer are increasing across most regions in India. Analysing the influence of age, time period and birth cohort on these secular trends can point towards underlying factors and help identify high-risk populations for improved cancer control programmes. METHODS We evaluated secular changes in mouth cancer incidence among men and women aged 25-74 years in Mumbai between 1995 and 2009 by calculating age-specific and age-standardized incidence rates (ASR). We estimated the age-adjusted linear trend for annual percent change (EAPC) using the drift parameter, and conducted an age-period-cohort (APC) analysis to quantify recent time trends and to evaluate the significance of birth cohort and calendar period effects. RESULTS Over the 15-year period, age-standardized incidence rates of mouth cancer in men in Mumbai increased by 2.7% annually (95% CI:1.9 to 3.4), p<0.0001) while rates among women decreased (EAPC=-0.01% (95% CI:-0.02 to -0.002), p=0.03). APC analysis revealed significant non-linear positive period and cohort effects in men, with higher effects among younger men (25-49 years). Non-significant increasing trends were observed in younger women (25-49 years). CONCLUSIONS APC analyses from the Mumbai cancer registry indicate a significant linear increase of mouth cancer incidence from 1995 to 2009 in men, which was driven by younger men aged 25-49 years, and a non-significant upward trend in similarly aged younger women. Health promotion efforts should more effectively target younger cohorts.
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Affiliation(s)
- Krithiga Shridhar
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, 4th Floor, Plot No. 47, Sector 44, Gurgaon 122002, Haryana, India.
| | | | - Shravani Koyande
- Mumbai Cancer Registry, 74, Jerbai Wadia Road, Bhoiwada, Parel, Mumbai 400 012, India.
| | - Purvish M Parikh
- Mumbai Cancer Registry, 74, Jerbai Wadia Road, Bhoiwada, Parel, Mumbai 400 012, India.
| | - Pankaj Chaturvedi
- Head and Neck Surgery, Tata Memorial Hospital, Dr. E Borges Road, Parel, Mumbai 400012, India.
| | - Preet K Dhillon
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, 4th Floor, Plot No. 47, Sector 44, Gurgaon 122002, Haryana, India.
| | - Rajesh P Dikshit
- Centre for Cancer Epidemiology, Tata Memorial Hospital, Dr. E Borges Road, Parel, Mumbai 400 012, India.
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Abstract
BACKGROUND To assess women's awareness from diverse sections of society in Delhi regarding various aspects of breast cancer (BC)--perceptions, signs and symptoms, risk factors, prevention, screening and treatment. MATERIALS AND METHODS Community-level survey was undertaken in association with the Indian Cancer Society (ICS), Delhi during May 2013-March 2014. Women attending BC awareness workshops by ICS were given self-administered questionnaires before the workshop in the local language to assess BC literacy. Information provided by 2017 women was converted into awareness scores (aware=1) for analysis using SPSS. Awareness scores were dichotomized with median score=19 as cut off, create more aware and less aware categories. Bivariate and multivariate analysis provided P-values, odds ratios (ORs) and 95% confidence intervals (CIs). RESULTS Broadly, 53.4% women were aware about various aspects of BC. Notably, 49.1% women believed that BC was incurable and 73.9% women believed pain to be an initial BC symptom. Only 34.9% women performed breast self-examination (BSE) and 6.9% women had undergone clinical breast-examination/mammography. 40.5% women had higher awareness (awareness score>median score of 19), which was associated with education [graduates (OR=2.31; 95%CI=1.78, 3.16), post-graduates (OR=7.06; 95%CI=4.14, 12.05) compared to ≤high school] and socio-economic status (SES) [low-middle (OR=4.20; 95%CI=2.72, 6.49), middle (OR=6.00; 95%CI=3.82, 9.42) and upper (OR=6.97; 95%CI=4.10, 11.84) compared to low SES]. CONCLUSIONS BC awareness of women in Delhi was suboptimal and was associated with low SES and education. Awareness must be drastically increased via community outreach and use of media as a first step in the fight against BC.
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Affiliation(s)
- Subhojit Dey
- Indian Institute of Public Health-Delhi, Gurgaon, India E-mail :
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DiCarlo JM, Gopakumar S, Dhillon PK, Krishnan S. Adoption of Information and Communication Technologies for Early Detection of Breast and Cervical Cancers in Low- and Middle-Income Countries. J Glob Oncol 2016; 2:222-234. [PMID: 28717705 PMCID: PMC5497625 DOI: 10.1200/jgo.2015.002063] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
PURPOSE In response to the growing burden of breast and cervical cancers, low- and middle-income countries (LMICs) are beginning to implement national cancer prevention programs. We reviewed the literature on information and communication technology (ICT) applications in the prevention of breast and cervical cancers in LMICs to examine their potential to enhance cancer prevention efforts. METHODS Ten databases of peer-reviewed and gray literature were searched using an automated strategy for English-language articles on the use of mobile health (mHealth) and telemedicine in breast and cervical cancer prevention (screening and early detection) published between 2005 and 2015. Articles that described the rationale for using these ICTs and/or implementation experiences (successes, challenges, and outcomes) were reviewed. Bibliographies of articles that matched the eligibility criteria were reviewed to identify additional relevant references. RESULTS Of the initial 285 citations identified, eight met the inclusion criteria. Of these, four used primary data, two were overviews of ICT applications, and two were commentaries. Articles described the potential for mHealth and telemedicine to address both demand- and supply-side challenges to cancer prevention, such as awareness, access, and cost, in LMICs. However, there was a dearth of evidence to support these hypotheses. CONCLUSION This review indicates that there are few publications that reflect specifically on the role of mHealth and telemedicine in cancer prevention and even fewer that describe or evaluate interventions. Although articles suggest that mHealth and telemedicine can enhance the implementation and use of cancer prevention interventions, more evidence is needed.
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Affiliation(s)
- Jessica M DiCarlo
- , University of California Berkeley, Berkeley, CA; , Rice University, Houston, TX; , Public Health Foundation of India; and , Research Triangle Institute Global India Private Limited, New Delhi; St John's Research Institute, Bangalore, India
| | - Sricharan Gopakumar
- , University of California Berkeley, Berkeley, CA; , Rice University, Houston, TX; , Public Health Foundation of India; and , Research Triangle Institute Global India Private Limited, New Delhi; St John's Research Institute, Bangalore, India
| | - Preet K Dhillon
- , University of California Berkeley, Berkeley, CA; , Rice University, Houston, TX; , Public Health Foundation of India; and , Research Triangle Institute Global India Private Limited, New Delhi; St John's Research Institute, Bangalore, India
| | - Suneeta Krishnan
- , University of California Berkeley, Berkeley, CA; , Rice University, Houston, TX; , Public Health Foundation of India; and , Research Triangle Institute Global India Private Limited, New Delhi; St John's Research Institute, Bangalore, India
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Dey S, Pahwa P, Mishra A, Govil J, Dhillon PK. Reproductive Tract infections and Premalignant Lesions of Cervix: Evidence from Women Presenting at the Cancer Detection Centre of the Indian Cancer Society, Delhi, 2000-2012. J Obstet Gynaecol India 2016; 66:441-51. [PMID: 27651644 DOI: 10.1007/s13224-015-0819-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2015] [Accepted: 10/29/2015] [Indexed: 10/22/2022] Open
Abstract
OBJECTIVES Burden of cervical cancer (CC) is highest for women in low- and middle-income countries (LMICs). Human papillomavirus (HPV) is implicated as the necessary cause of CC although a number of other factors aid the long process of CC development. One among them is the presence of reproductive tract infections (RTIs). This study investigated the associations between RTIs and CC from India. METHODS This study utilized secondary data from the Cancer Detection Centre of the ICS, Delhi. Data were accessed from MS access database and were analyzed using MS Excel and SPSS 16.0. Multivariate analysis using unconditional logistic regression produced odds ratios (ORs) and 95 % confidence intervals (CIs). RESULTS This study used data from 11,427 women over a period of 2000-2012. Women with RTIs had Candida, Trichomonas vaginalis (TV) or coccoid infections with all having similar prevalence (~4-5 %). 9.4 % of women had premalignant lesions of cervix; ASCUS was most common (7.9 %) followed by LSIL (1.3 %). TV was significantly associated with ASCUS, LSIL and all premalignant lesions of cervix (P < 0.001). Regression discovered an important association of TV with premalignant lesions of cervix (OR 2.79; 95 % CI 2.14, 3.64). CONCLUSIONS Earlier studies have depicted associations between TV and HPV with possible enhancement of HPV virulence due to TV. Lack of awareness and hygiene, and limited access to gynecologists in LMICs lead to frequent and persistent RTIs which aid and abet HPV infection and CC occurrence. These also need to be addressed to reduce CC and RTIs among women in LMICs.
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Affiliation(s)
- Subhojit Dey
- Indian Institute of Public Health, Delhi, Plot 47, Sector 44, Institutional Area, Gurgaon, 122002 Haryana India
| | | | - Arti Mishra
- Indian Institute of Public Health, Delhi, Plot 47, Sector 44, Institutional Area, Gurgaon, 122002 Haryana India
| | | | - Preet K Dhillon
- Centre for Chronic Conditions and Injuries, Plot 47, Sector 44, Gurgaon, Haryana India
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Krishnan S, Sivaram S, Anderson BO, Basu P, Belinson JL, Bhatla N, D'Cruz A, Dhillon PK, Gupta PC, Joshi N, Jhulka PK, Kailash U, Kapambwe S, Katoch VM, Kaur P, Kaur T, Mathur P, Prakash A, Sankaranarayanan R, Selvam JM, Seth T, Shah KV, Shastri S, Siddiqi M, Srivastava A, Trimble E, Rajaraman P, Mehrotra R. Using implementation science to advance cancer prevention in India. Asian Pac J Cancer Prev 2016; 16:3639-44. [PMID: 25987015 DOI: 10.7314/apjcp.2015.16.9.3639] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Oral, cervical and breast cancers, which are either preventable and/or amenable to early detection and treatment, are the leading causes of cancer-related morbidity and mortality in India. In this paper, we describe implementation science research priorities to catalyze the prevention and control of these cancers in India. Research priorities were organized using a framework based on the implementation science literature and the World Health Organization's definition of health systems. They addressed both community-level as well as health systems-level issues. Community-level or "pull" priorities included the need to identify effective strategies to raise public awareness and understanding of cancer prevention, monitor knowledge levels, and address fear and stigma. Health systems-level or "push" and "infrastructure" priorities included dissemination of evidence- based practices, testing of point-of-care technologies for screening and diagnosis, identification of appropriate service delivery and financing models, and assessment of strategies to enhance the health workforce. Given the extent of available evidence, it is critical that cancer prevention and treatment efforts in India are accelerated. Implementation science research can generate critical insights and evidence to inform this acceleration.
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Affiliation(s)
- Suneeta Krishnan
- Women's Global Health Imperative, RTI, San Francisco, USA E-mail :
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Shridhar K, Walia GK, Aggarwal A, Gulati S, Geetha AV, Prabhakaran D, Dhillon PK, Rajaraman P. DNA methylation markers for oral pre-cancer progression: A critical review. Oral Oncol 2015; 53:1-9. [PMID: 26690652 PMCID: PMC4788701 DOI: 10.1016/j.oraloncology.2015.11.012] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2015] [Revised: 11/10/2015] [Accepted: 11/14/2015] [Indexed: 02/07/2023]
Abstract
Although oral cancers are generally preceded by a well-established pre-cancerous stage, there is a lack of well-defined clinical and morphological criteria to detect and signal progression from pre-cancer to malignant tumours. We conducted a critical review to summarize the evidence regarding aberrant DNA methylation patterns as a potential diagnostic biomarker predicting progression. We identified all relevant human studies published in English prior to 30th April 2015 that examined DNA methylation (%) in oral pre-cancer by searching PubMed, Web-of-Science and Embase databases using combined key-searches. Twenty-one studies (18-cross-sectional; 3-longitudinal) were eligible for inclusion in the review, with sample sizes ranging from 4 to 156 affected cases. Eligible studies examined promoter region hyper-methylation of tumour suppressor genes in pathways including cell-cycle-control (n=15), DNA-repair (n=7), cell-cycle-signalling (n=4) and apoptosis (n=3). Hyper-methylated loci reported in three or more studies included p16, p14, MGMT and DAPK. Two longitudinal studies reported greater p16 hyper-methylation in pre-cancerous lesions transformed to malignancy compared to lesions that regressed (57-63.6% versus 8-32.1%; p<0.01). The one study that explored epigenome-wide methylation patterns reported three novel hyper-methylated loci (TRHDE; ZNF454; KCNAB3). The majority of reviewed studies were small, cross-sectional studies with poorly defined control groups and lacking validation. Whilst limitations in sample size and study design preclude definitive conclusions, current evidence suggests a potential utility of DNA methylation patterns as a diagnostic biomarker for oral pre-cancer progression. Robust studies such as large epigenome-wide methylation explorations of oral pre-cancer with longitudinal tracking are needed to validate the currently reported signals and identify new risk-loci and the biological pathways of disease progression.
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Affiliation(s)
- Krithiga Shridhar
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India.
| | - Gagandeep Kaur Walia
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India
| | - Aastha Aggarwal
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India
| | - Smriti Gulati
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India
| | - A V Geetha
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India
| | - Dorairaj Prabhakaran
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India; Centre for Chronic Disease Control, Gurgaon, Haryana, India; London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Preet K Dhillon
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, Haryana, India
| | - Preetha Rajaraman
- Center for Global Health, National Cancer Institute, NIH, DHHS, Bethesda, Maryland, USA
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McKay AJ, Laverty AA, Shridhar K, Alam D, Dias A, Williams J, Millett C, Ebrahim S, Dhillon PK. Associations between active travel and adiposity in rural India and Bangladesh: a cross-sectional study. BMC Public Health 2015; 15:1087. [PMID: 26498367 PMCID: PMC4619428 DOI: 10.1186/s12889-015-2411-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2015] [Accepted: 10/12/2015] [Indexed: 12/13/2022] Open
Abstract
Background Data on use and health benefits of active travel in rural low- and middle- income country settings are sparse. We aimed to examine correlates of active travel, and its association with adiposity, in rural India and Bangladesh. Methods Cross sectional study of 2,122 adults (≥18 years) sampled in 2011–13 from two rural sites in India (Goa and Chennai) and one in Bangladesh (Matlab). Logistic regression was used to examine whether ≥150 min/week of active travel was associated with socio-demographic indices, smoking, oil/butter consumption, and additional physical activity. Adjusting for these same factors, associations between active travel and BMI, waist circumference and waist-to-hip ratio were examined using linear and logistic regression. Results Forty-six percent of the sample achieved recommended levels of physical activity (≥150 min/week) through active travel alone (range: 33.1 % in Matlab to 54.8 % in Goa). This was more frequent among smokers (adjusted odds ratio 1.36, 95 % confidence interval 1.07–1.72; p = 0.011) and those that spent ≥150 min/week in work-based physical activity (OR 1.71, 1.35–2.16; p < 0.001), but less frequent among females than males (OR 0.25, 0.20–0.31; p < 0.001). In fully adjusted analyses, ≥150 min/week of active travel was associated with lower BMI (adjusted coefficient −0.39 kg/m2, −0.77 to −0.02; p = 0.037) and a lower likelihood of high waist circumference (OR 0.77, 0.63–0.96; p = 0.018) and high waist-to-hip ratio (OR 0.72, 0.58–0.89; p = 0.002). Conclusions Use of active travel for ≥150 min/week was associated with being male, smoking, and higher levels of work-based physical activity. It was associated with lower BMI, and lower risk of a high waist circumference or high waist-to-hip ratio. Promotion of active travel is an important component of strategies to address the growing prevalence of overweight in rural low- and middle- income country settings. Electronic supplementary material The online version of this article (doi:10.1186/s12889-015-2411-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Ailsa J McKay
- Department of Primary Care and Public Health, Imperial College London, London, UK.
| | - Anthony A Laverty
- Department of Primary Care and Public Health, Imperial College London, London, UK
| | - Krithiga Shridhar
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, India
| | - Dewan Alam
- Centre for Global Health Research, Li Ka Shing Knowledge Institute, St Michael's Hospital, Toronto, Canada
| | - Amit Dias
- Goa Medical College, Sangath, Goa, India
| | | | - Christopher Millett
- Department of Primary Care and Public Health, Imperial College London, London, UK.,Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, India
| | - Shah Ebrahim
- Department of Non-communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Preet K Dhillon
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, India
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Krishnan S, Dhillon PK, Bhadelia A, Schurmann A, Basu P, Bhatla N, Birur P, Colaco R, Dey S, Grover S, Gupta H, Gupta R, Gupta V, Lewis MA, Mehrotra R, McMikel A, Mukherji A, Naik N, Nyblade L, Pati S, Pillai MR, Rajaraman P, Ramesh C, Rath GK, Reithinger R, Sankaranarayanan R, Selvam J, Shanmugam MS, Shridhar K, Siddiqi M, Squiers L, Subramanian S, Travasso SM, Verma Y, Vijayakumar M, Weiner BJ, Reddy KS, Knaul FM. Report from a symposium on catalyzing primary and secondary prevention of cancer in India. Cancer Causes Control 2015; 26:1671-84. [PMID: 26335262 PMCID: PMC4596898 DOI: 10.1007/s10552-015-0637-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2015] [Accepted: 07/16/2015] [Indexed: 12/25/2022]
Abstract
Purpose Oral, breast, and cervical cancers are amenable to early detection and account for a third of India’s cancer burden. We convened a symposium of diverse stakeholders to identify gaps in evidence, policy, and advocacy for the primary and secondary prevention of these cancers and recommendations to accelerate these efforts.
Methods Indian and global experts from government, academia, private sector (health care, media), donor organizations, and civil society (including cancer survivors and patient advocates) presented and discussed challenges and solutions related to strategic communication and implementation of prevention, early detection, and treatment linkages. Results Innovative approaches to implementing and scaling up primary and secondary prevention were discussed using examples from India and elsewhere in the world. Participants also reflected on existing global guidelines and national cancer prevention policies and experiences. Conclusions Symposium participants proposed implementation-focused research, advocacy, and policy/program priorities to strengthen primary and secondary prevention efforts in India to address the burden of oral, breast, and cervical cancers and improve survival.
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Affiliation(s)
- Suneeta Krishnan
- Research Triangle Institute Global India Pvt. Ltd, Suite 405, Paharpur Business Center, 21 Nehru Place, New Delhi, 110019, India.
| | - Preet K Dhillon
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Sector 44, Gurgaon, 122002, India.
| | - Afsan Bhadelia
- Harvard Global Equity Initiative, Harvard University, 651 Huntington Avenue, Room 632, Boston, MA, 02115, USA
| | - Anna Schurmann
- Independent Public Health Consultant, 2C Alsa Terraces, 26 Langford Gardens, Bangalore, 560025, India
| | - Partha Basu
- Chittaranjan National Cancer Institute, 37, S. P. Mukherjee Road, Kolkata, 700026, India
| | - Neerja Bhatla
- Department of Obstetrics & Gynaecology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Praveen Birur
- Biocon Foundation, 20th KM Hosur Road, Electronic City, Bangalore, 560100, India
| | - Rajeev Colaco
- RTI International, 701 13th St NW #750, Washington, DC, 20005, USA
| | - Subhojit Dey
- Indian Institute of Public Health-Delhi, Public Health Foundation of India, Plot 47, Sector 44, Gurgaon, 122002, India
| | - Surbhi Grover
- University of Pennsylvania, 3400 Civic Center Blvd, Philadelphia, PA, 19104, USA
| | - Harmala Gupta
- CanSupport, KanakDurgaBastiVikasKendra, Sector 12 R. K. Puram, Near New CGHS Dispensary, New Delhi, 110022, India
| | - Rakesh Gupta
- Rajasthan Cancer Foundation, B-113, 10 B Scheme, Gopalpura Bypass, Jaipur, 302018, India
| | - Vandana Gupta
- V Care Foundation, A102, Om Residency, J W Road, Near Tata Memorial Hospital, Parel (East), Mumbai, 400012, India
| | - Megan A Lewis
- RTI International, 3040 Cornwallis Rd., PO Box 12194, Research Triangle Park, NC, 27709-2194, USA
| | - Ravi Mehrotra
- Institute of Cytology and Preventive Oncology (ICMR), I-7, Sector-39, Noida, 201301, India
| | - Ann McMikel
- American Cancer Society, Inc., 250 Williams Street NW, Atlanta, GA, 30303, USA
| | - Arnab Mukherji
- Center for Public Policy, IIM Bangalore, Bannerghatta Road, Bangalore, 560076, India
| | - Navami Naik
- American Cancer Society, Inc., 250 Williams Street NW, Atlanta, GA, 30303, USA
| | - Laura Nyblade
- RTI International, 701 13th St NW #750, Washington, DC, 20005, USA
| | - Sanghamitra Pati
- Indian Institute of Public Health Bhubaneswar, Public Health Foundation of India, Infocity Road, Patia, Bhubaneswar, 751024, India
| | - M Radhakrishna Pillai
- Rajiv Gandhi Centre for Biotechnology (Government of India, Ministry for Science and Technology), Millennium Avenue, Jagathy, Thiruvananthapuram, 695014, India
| | - Preetha Rajaraman
- Center for Global Health, National Cancer Institute, 9609 Medical Center Drive, Rockville, MD, 20892-9760, USA
| | | | - G K Rath
- All India Institute of Medical Science, Gautam Nagar, Ansari Nagar East, New Delhi, 110029, India
| | | | - Rengaswamy Sankaranarayanan
- International Agency for Research on Cancer (WHO-IARC), 150 Cours Albert Thomas, 69372, Lyon Cedex 08, France
| | - Jerard Selvam
- Tamil Nadu Health Systems Project, 3rd Floor, DMS Annex New Building 259 Anna Salai, Teynampet, Chennai, 600006, India
| | - M S Shanmugam
- Tamil Nadu Health Systems Project, 3rd Floor, DMS Annex New Building 259 Anna Salai, Teynampet, Chennai, 600006, India
| | - Krithiga Shridhar
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Sector 44, Gurgaon, 122002, India
| | - Maqsood Siddiqi
- Cancer Foundation of India, 47/2D, Selimpur Road, Kolkata, 700031, India
| | - Linda Squiers
- RTI International, 701 13th St NW #750, Washington, DC, 20005, USA
| | - Sujha Subramanian
- RTI International, 1440 Main Street, Suite 310, Waltham, MA, 02451-1623, USA
| | - Sandra M Travasso
- St. Johns Research Institute, 100 Feet Road, Koramangala, Bangalore, 560034, India
| | - Yogesh Verma
- S.T.N.M Hospital, NH 31A, Gangtok, Sikkim, 737101, India
| | - M Vijayakumar
- Kidwai Memorial Institute of Oncology, Dr. M.H Marigowda Road, Bangalore, 560029, India
| | - Bryan J Weiner
- Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599-7411, USA
| | - K Srinath Reddy
- Public Health Foundation of India, Delhi NCR, Plot No. 47, Sector 44, Gurgaon, Haryana, 122 003, India
| | - Felicia M Knaul
- Harvard Global Equity Initiative, Harvard University, 651 Huntington Avenue, Room 632, Boston, MA, 02115, USA
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Gupta A, Shridhar K, Dhillon PK. A review of breast cancer awareness among women in India: Cancer literate or awareness deficit? Eur J Cancer 2015; 51:2058-66. [PMID: 26232859 PMCID: PMC4571924 DOI: 10.1016/j.ejca.2015.07.008] [Citation(s) in RCA: 90] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2015] [Revised: 07/07/2015] [Accepted: 07/10/2015] [Indexed: 12/29/2022]
Abstract
Background Breast cancer is the most common female cancer worldwide including India, where advanced stages at diagnosis, and rising incidence and mortality rates, make it essential to understand cancer literacy in women. We conducted a literature review to evaluate the awareness levels of risk factors for breast cancer among Indian women and health professionals. Methods A structured literature search using combined keywords was undertaken on bibliographic databases including MEDLINE, Cochrane Database of Systematic Reviews, Cumulative Index to Nursing and Allied Health (CINAHL) and SCOPUS. Searches were restricted to research published in English language peer-reviewed journals through December, 2014 in India. Results A total of 7066 women aged 15–70 years showed varied levels of awareness on risk factors such as family history (13–58%), reproductive history (1–88%) and obesity (11–51%). Literacy levels on risk factors did not improve over the 8-year period (2005–2013). On average, nurses reported higher, though still varied, awareness levels for risk factors such as family history (40.8–98%), reproductive history (21–90%) and obesity (34–6%). Awareness levels were not consistently higher for the stronger determinants of risk. Conclusion Our review revealed low cancer literacy of breast cancer risk factors among Indian women, irrespective of their socio-economic and educational background. There is an urgent need for nation- and state-wide awareness programmes, engaging multiple stakeholders of society and the health system, to help improve cancer literacy in India.
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Affiliation(s)
- A Gupta
- South Asia Network for Chronic Disease (SANCD), Public Health Foundation of India, 4th Floor, Plot No. 47, Sector 44, Gurgaon 122002, India
| | - K Shridhar
- South Asia Network for Chronic Disease (SANCD), Public Health Foundation of India, 4th Floor, Plot No. 47, Sector 44, Gurgaon 122002, India; Centre for Chronic Conditions & Injuries, Public Health Foundation of India, 4th Floor, Plot No. 47, Sector 44, Gurgaon 122002, India
| | - P K Dhillon
- South Asia Network for Chronic Disease (SANCD), Public Health Foundation of India, 4th Floor, Plot No. 47, Sector 44, Gurgaon 122002, India; Centre for Chronic Conditions & Injuries, Public Health Foundation of India, 4th Floor, Plot No. 47, Sector 44, Gurgaon 122002, India.
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Gupta A, Priya B, Williams J, Sharma M, Gupta R, Jha DK, Ebrahim S, Dhillon PK. Intra-household evaluations of alcohol abuse in men with depression and suicide in women: A cross-sectional community-based study in Chennai, India. BMC Public Health 2015; 15:636. [PMID: 26163294 PMCID: PMC4702375 DOI: 10.1186/s12889-015-1864-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2015] [Accepted: 05/22/2015] [Indexed: 11/12/2022] Open
Abstract
Background Harmful effects of alcohol abuse are well documented for drinkers, and adverse effects are also reported for the physical and emotional well-being of family members, with evidence often originating from either drinkers or their families in clinic-based settings. This study evaluates intra-household associations between alcohol abuse in men, and depression and suicidal attempts in women, in community-based settings of Chennai, India. Methods This community-based cross-sectional study of chronic disease risk factors and outcomes was conducted in n = 259 households and n = 1053 adults (aged 15 years and above) in rural and urban Chennai. The Alcohol Use Disorder Identification Test (AUDIT) score was used to classify alcohol consumption into ‘low-risk', ‘harmful’, ‘hazardous’ and ‘alcohol dependence’ drinking and the Patient Health Questionnaire (PHQ-9) score to classify depression as ‘mild’, ‘moderate’, ‘moderate-severe’ and ‘severe’. Multivariate logistic regression models estimated the association of depression in women with men’s drinking patterns in the same household. Results A significant 2.5-fold increase in any depression (PHQ-9 ≥ 5) was observed in men who were ‘alcohol-dependent’ compared to non-drinkers (OR = 2.53; 95 % CI: 1.26, 5.09). However, there was no association between men’s drinking behavior and depression in women of the same household, although suicidal attempts approached a significant dose–response relationship with increasing hazard-level of men’s drinking (p = 0.08). Conclusion No significant intra-household association was observed between men’s alcohol consumption and women’s depression, though an increasing (non-significant) trend was associated with suicidal attempts. Complex relationships between suicidal attempts and depression in women and male abusive drinking require further exploration, with an emphasis on intra-household mechanisms and pathways.
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Affiliation(s)
- Adyya Gupta
- South Asia Network for Chronic Disease (SANCD), Public Health Foundation of India, National Capital Region, India.
| | | | | | - Mona Sharma
- Centre for Mental Health, Public Health Foundation of India, National Capital Region, India. .,Centre for Chronic Conditions and Injuries, Public Health Foundation of India, National Capital Region, India.
| | - Ruby Gupta
- South Asia Network for Chronic Disease (SANCD), Public Health Foundation of India, National Capital Region, India. .,Centre for Chronic Conditions and Injuries, Public Health Foundation of India, National Capital Region, India.
| | - Dilip Kumar Jha
- South Asia Network for Chronic Disease (SANCD), Public Health Foundation of India, National Capital Region, India. .,Centre for Chronic Conditions and Injuries, Public Health Foundation of India, National Capital Region, India.
| | - Shah Ebrahim
- Department of Non Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK.
| | - Preet K Dhillon
- South Asia Network for Chronic Disease (SANCD), Public Health Foundation of India, National Capital Region, India. .,Centre for Chronic Conditions and Injuries, Public Health Foundation of India, National Capital Region, India.
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Rajaraman P, Anderson BO, Basu P, Belinson JL, Cruz AD, Dhillon PK, Gupta P, Jawahar TS, Joshi N, Kailash U, Kapambwe S, Katoch VM, Krishnan S, Panda D, Sankaranarayanan R, Selvam JM, Shah KV, Shastri S, Shridhar K, Siddiqi M, Sivaram S, Seth T, Srivastava A, Trimble E, Mehrotra R. Recommendations for screening and early detection of common cancers in India. Lancet Oncol 2015; 16:e352-61. [PMID: 26149887 DOI: 10.1016/s1470-2045(15)00078-9] [Citation(s) in RCA: 75] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2014] [Revised: 03/02/2015] [Accepted: 03/02/2015] [Indexed: 12/16/2022]
Abstract
Cancers of the breast, uterine cervix, and lip or oral cavity are three of the most common malignancies in India. Together, they account for about 34% of more than 1 million individuals diagnosed with cancer in India each year. At each of these cancer sites, tumours are detectable at early stages when they are most likely to be cured with standard treatment protocols. Recognising the key role that effective early detection and screening programmes could have in reducing the cancer burden, the Indian Institute for Cytology and Preventive Oncology, in collaboration with the US National Cancer Institute Center for Global Health, held a workshop to summarise feasible options and relevant evidence for screening and early detection of common cancers in India. The evidence-based recommendations provided in this Review are intended to act as a guide for policy makers, clinicians, and public health practitioners who are developing and implementing strategies in cancer control for the three most common cancers in India.
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Affiliation(s)
- Preetha Rajaraman
- Center for Global Health, National Cancer Institute, National Institutes of Health, US Department of Health and Human Services, Bethesda, MD, USA.
| | - Benjamin O Anderson
- Departments of Surgery and Global Health Medicine, University of Washington, Seattle, WA, USA
| | - Partha Basu
- Department of Gynecological Oncology, Chittaranjan National Cancer Institute, Kolkata, India
| | - Jerome L Belinson
- Preventive Oncology International and Department of Surgery, Women's Health Institute, Lerner School of Medicine, Cleveland Clinic, Cleveland, OH, USA
| | - Anil D' Cruz
- Department of Head and Neck Services, Tata Memorial Hospital, Mumbai, India
| | - Preet K Dhillon
- Centre for Control of Chronic Conditions, Public Health Foundation of India, Gurgaon, India
| | - Prakash Gupta
- Healis-Sekhsaria Institute for Public Health, Navi Mumbai, India
| | | | - Niranjan Joshi
- Healthcare Technology Innovation Centre, IIT Madras Research Park, Chennai, India
| | - Uma Kailash
- Institute of Cytology and Preventive Oncology, Noida, India
| | - Sharon Kapambwe
- Africa Centre of Excellence for Women's Cancer Control, Centre for Infectious Disease Research, Lusaka, Zambia
| | | | - Suneeta Krishnan
- Women's Global Health Imperative, Research Triangle Institute International, San Francisco, CA, USA
| | - Dharitri Panda
- Institute of Cytology and Preventive Oncology, Noida, India
| | - R Sankaranarayanan
- Early Detection & Prevention Section and Screening Group, International Agency for Research on Cancer, Lyon, France
| | | | - Keerti V Shah
- Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Surendra Shastri
- Department of Preventive Oncology, Tata Memorial Center, Mumbai, India
| | - Krithiga Shridhar
- Centre for Control of Chronic Conditions, Public Health Foundation of India, Gurgaon, India
| | | | - Sudha Sivaram
- Center for Global Health, National Cancer Institute, National Institutes of Health, US Department of Health and Human Services, Bethesda, MD, USA
| | - Tulika Seth
- All India Institute of Medical Sciences, New Delhi, India
| | | | - Edward Trimble
- Center for Global Health, National Cancer Institute, National Institutes of Health, US Department of Health and Human Services, Bethesda, MD, USA
| | - Ravi Mehrotra
- Institute of Cytology and Preventive Oncology, Noida, India
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Shridhar K, Dey S, Bhan CM, Bumb D, Govil J, Dhillon PK. Cancer detection rates in a population-based, opportunistic screening model, New Delhi, India. Asian Pac J Cancer Prev 2015; 16:1953-8. [PMID: 25773793 DOI: 10.7314/apjcp.2015.16.5.1953] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND In India, cancer accounts for 7.3% of DALY's, 14.3% of mortality with an age-standardized incident rate of 92.4/100,000 in men and 97.4/100,000 in women and yet there are no nationwide screening programs. MATERIALS AND METHODS We calculated age-standardized and age-truncated (30-69 years) detection rates for men and women who attended the Indian Cancer Society detection centre, New Delhi from 2011-12. All participants were registered with socio-demographic, medical, family and risk factors history questionnaires, administered clinical examinations to screen for breast, oral, gynecological and other cancers through a comprehensive physical examination and complete blood count. Patients with an abnormal clinical exam or blood result were referred to collaborating institutes for further investigations and follow-up. RESULTS A total of n=3503 were screened during 2011-12 (47.8% men, 51.6% women and 0.6% children <15 years) with a mean age of 47.8 yrs (±15.1 yrs); 80.5% were aged 30-69 years and 77.1% had at least a secondary education. Tobacco use was reported by 15.8%, alcohol consumption by 11.9% and family history of cancer by 9.9% of participants. Follow-up of suspicious cases yielded 45 incident cancers (51.1% in men, 48.9% in women), consisting of 55.5% head and neck (72.0% oral), 28.9% breast, 6.7% gynecological and 8.9% other cancer sites. The age-standardized detection rate for all cancer sites was 340.8/100,000 men and 329.8/100,000 women. CONCLUSIONS Cancer screening centres are an effective means of attracting high-risk persons in low-resource settings. Opportunistic screening is one feasible pathway to address the rising cancer burden in urban India through early detection.
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Affiliation(s)
- Krithiga Shridhar
- Centre for Chronic Conditions and Injuries, Public Health Foundation of India, Gurgaon, India E-mail :
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Agrawal S, Millett CJ, Dhillon PK, Subramanian SV, Ebrahim S. Type of vegetarian diet, obesity and diabetes in adult Indian population. Nutr J 2014; 13:89. [PMID: 25192735 PMCID: PMC4168165 DOI: 10.1186/1475-2891-13-89] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2014] [Accepted: 08/28/2014] [Indexed: 01/31/2023] Open
Abstract
Background To investigate the prevalence of obesity and diabetes among adult men and women in India consuming different types of vegetarian diets compared with those consuming non-vegetarian diets. Methods We used cross-sectional data of 156,317 adults aged 20–49 years who participated in India’s third National Family Health Survey (2005–06). Association between types of vegetarian diet (vegan, lacto-vegetarian, lacto-ovo vegetarian, pesco-vegetarian, semi-vegetarian and non-vegetarian) and self-reported diabetes status and measured body mass index (BMI) were estimated using multivariable logistic regression adjusting for age, gender, education, household wealth, rural/urban residence, religion, caste, smoking, alcohol use, and television watching. Results Mean BMI was lowest in pesco-vegetarians (20.3 kg/m2) and vegans (20.5 kg/m2) and highest in lacto-ovo vegetarian (21.0 kg/m2) and lacto-vegetarian (21.2 kg/m2) diets. Prevalence of diabetes varied from 0.9% (95% CI: 0.8-1.1) in person consuming lacto-vegetarian, lacto-ovo vegetarian (95% CI:0.6-1.3) and semi-vegetarian (95% CI:0.7-1.1) diets and was highest in those persons consuming a pesco-vegetarian diet (1.4%; 95% CI:1.0-2.0). Consumption of a lacto- (OR:0.67;95% CI:0.58-0.76;p < 0.01), lacto-ovo (OR:0.70; 95% CI:0.51-0.96;p = 0.03) and semi-vegetarian (OR:0.77; 95% CI:0.60-0.98; p = 0.03) diet was associated with a lower likelihood of diabetes than a non-vegetarian diet in the adjusted analyses. Conclusions In this large, nationally representative sample of Indian adults, lacto-, lacto-ovo and semi-vegetarian diets were associated with a lower likelihood of diabetes. These findings may assist in the development of interventions to address the growing burden of overweight/obesity and diabetes in Indian population. However, prospective studies with better measures of dietary intake and clinical measures of diabetes are needed to clarify this relationship.
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Affiliation(s)
- Sutapa Agrawal
- South Asia Network for Chronic Disease, Public Health Foundation of India, Fourth Floor, Plot no 47, Sector 44, Gurgaon (Haryana)-122002, New Delhi, India.
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Sullivan R, Badwe RA, Rath GK, Pramesh CS, Shanta V, Digumarti R, D'Cruz A, Sharma SC, Viswanath L, Shet A, Vijayakumar M, Lewison G, Chandy M, Kulkarni P, Bardia MR, Kumar S, Sarin R, Sebastian P, Dhillon PK, Rajaraman P, Trimble EL, Aggarwal A, Vijaykumar DK, Purushotham AD. Cancer research in India: national priorities, global results. Lancet Oncol 2014; 15:e213-22. [DOI: 10.1016/s1470-2045(14)70109-3] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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Chalkidou K, Marquez P, Dhillon PK, Teerawattananon Y, Anothaisintawee T, Gadelha CAG, Sullivan R. Evidence-informed frameworks for cost-effective cancer care and prevention in low, middle, and high-income countries. Lancet Oncol 2014; 15:e119-31. [PMID: 24534293 DOI: 10.1016/s1470-2045(13)70547-3] [Citation(s) in RCA: 97] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Evidence-informed frameworks for cost-effective cancer prevention and management are essential for delivering equitable outcomes and tackling the growing burden of cancer in all resource settings. Evidence can help address the demand side pressures (ie, pressures exerted by people who need care) faced by economies with high, middle, and low incomes, particularly in the context of transitioning towards (or sustaining) universal health-care coverage. Strong systems, as opposed to technology-based solutions, can drive the development and implementation of evidence-informed frameworks for prevention and management of cancer in an equitable and affordable way. For this to succeed, different stakeholders-including national governments, global donors, the commercial sector, and service delivery institutions-must work together to address the growing burden of cancer across economies of low, middle, and high income.
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Affiliation(s)
| | | | - Preet K Dhillon
- South Asia Network for Chronic Disease, Public Health Foundation of India, New Delhi, India
| | - Yot Teerawattananon
- Health Intervention and Technology Assessment Program (HITAP), Ministry of Public Health, Nonthaburi, Thailand
| | - Thunyarat Anothaisintawee
- Department of Family Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | | | - Richard Sullivan
- Kings Health Partners Cancer Centre and Institute of Cancer Policy, Kings College, London, UK
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Dhillon PK, Jeemon P, Arora NK, Mathur P, Maskey M, Sukirna RD, Prabhakaran D. Authors' response to: Mortality estimates for South East Asia, and INDEPTH mortality surveillance: necessary, but not sufficient. Int J Epidemiol 2013; 42:1200-1. [PMID: 24062303 DOI: 10.1093/ije/dyt031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Preet K Dhillon
- South Asia Network for Chronic Disease, Public Health Foundation of India, New Delhi, India, Centre for Chronic Disease Control, New Delhi, India, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK, Public Health Foundation of India, New Delhi, India, International Clinical Epidemiology Network, New Delhi, India, Division of Non-Communicable Diseases, Indian Council for Medical Research, New Delhi, India, Nepal Public Health Foundation, Kathmandu, Nepal, Department of Epidemiology, Faculty of Public Health, University of Indonesia, Depok, Indonesia and Centre for cArdiometabolic Risk Reduction Strategies (CARRS), Centre of Excellence (COE), New Delhi, India
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Dhillon PK, Kenfield SA, Stampfer MJ, Giovannucci EL, Chan JM. Aspirin use after a prostate cancer diagnosis and cancer survival in a prospective cohort. Cancer Prev Res (Phila) 2012; 5:1223-8. [PMID: 22961777 DOI: 10.1158/1940-6207.capr-12-0171] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Experimental and clinical data suggest that aspirin and other nonsteroidal inflammatory drugs may delay the progression of prostate cancer through inhibition of the COX pathway and its effects on cellular proliferation, apoptosis, and angiogenesis. Epidemiologic data support a reduced risk of prostate cancer incidence with aspirin use, yet no evidence exists about whether aspirin after diagnosis influences progression or survival. We conducted a prospective study of 3,986 participants of the Health Professionals Follow-up Study, with a prostate cancer diagnosis between January 1, 1990, and December 31, 2005. We used Cox proportional hazards regression to evaluate the association between aspirin use after diagnosis and the development of metastases or fatal prostate cancer through January 31, 2008, adjusting for risk factors associated with incidence and mortality in this cohort, prediagnostic aspirin use, Gleason score, tumor-node-metastasis (TNM) stage, and primary treatment. In total, 265 men developed bony or other organ metastases or fatal prostate cancer during the 18 years of follow-up. We observed no association between updated aspirin use after diagnosis and lethal prostate cancer [tablets/week: <2: HR, 1.12; 95% confidence interval (CI), 0.72-1.72; 2-5: HR, 1.05; 95% CI, 0.62-1.80; ≥ 6: HR, 1.08; 95% CI, 0.76-1.54; P(trend) = 0.99]. The results remained unchanged when we examined aspirin use at baseline only (P(trend) = 0.70) or frequency of use (d/wk; P(trend) = 0.35) or limited the outcome to fatal prostate cancer (P(trend) = 0.63). There was no association between aspirin use after a prostate cancer diagnosis and lethal disease in this cohort of prostate cancer survivors.
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Affiliation(s)
- Preet K Dhillon
- Channing Laboratory, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
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Dhillon PK, Jeemon P, Arora NK, Mathur P, Maskey M, Sukirna RD, Prabhakaran D. Status of epidemiology in the WHO South-East Asia region: burden of disease, determinants of health and epidemiological research, workforce and training capacity. Int J Epidemiol 2012; 41:847-60. [PMID: 22617689 PMCID: PMC3396314 DOI: 10.1093/ije/dys046] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/05/2012] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND The South-East Asia region (SEAR) accounts for one-quarter of the world's population, 40% of the global poor and ∼30% of the global disease burden, with a disproportionately large share of tuberculosis (35%), injuries (30%), maternal (33%) and <5-year-old mortality (30%). In this article, we describe the disease burden and status of epidemiological research and capacity in the SEAR to understand, analyse and develop capacity in response to the diverse burdens of diseases in the region. METHODS Data on morbidity, mortality, risk factors, social determinants, research capacity, health education, workforce and systems in the SEAR were obtained using global data on burden of disease, peer-reviewed journals, World Health Organization (WHO) technical and advisory reports, and where available, validated country reports and key informants from the region. RESULTS SEAR countries are afflicted with a triple burden of disease-infectious diseases, non-communicable diseases and injuries. Of the seven WHO regions, SEAR countries account for the highest proportion of global mortality (26%) and due to relatively younger ages at death, the second highest percentage of total years of life lost (30%). The SEAR exceeds the global average annual mortality rate for all three broad cause groupings-communicable, maternal, perinatal and nutritional conditions (334 vs 230 per 100 000); non-communicable diseases (676 vs 573 per 100 000); and injuries (101 vs 78 per 100 000). Poverty, education and other social determinants of health are strongly linked to inequities in health among SEAR countries and within socio-economic subgroups. India, Thailand and Bangladesh produce two-thirds of epidemiology publications in the region. Significant efforts to increase health workforce capacity, research and training have been undertaken in the region, yet considerable heterogeneity in resources and capacity remains. CONCLUSIONS Health systems, statistics and surveillance programmes must respond to the demographic, economic and epidemiological transitions that define the current disease burden and risk profile of SEAR populations. Inequities in health must be critically analysed, documented and addressed through multi-sectoral approaches. There is a critical need to improve public health intelligence by building epidemiological capacity in the region.
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Affiliation(s)
- Preet K Dhillon
- South Asia Network for Chronic Disease, Public Health Foundation of India, New Delhi, India, Centre for Chronic Disease Control, New Delhi, India, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK, Public Health Foundation of India, New Delhi, India, International Clinical Epidemiology Network, New Delhi, India, Division of Non-Communicable Diseases, Indian Council for Medical Research, New Delhi, India, Nepal Public Health Foundation, Kathmandu, Nepal, Department of Epidemiology, Faculty of Public Health, University of Indonesia, Depok, Indonesia and Centre for cArdiometabolic Risk Reduction Strategies (CARRS), Centre of Excellence (COE), New Delhi, India
| | - Panniyammakal Jeemon
- South Asia Network for Chronic Disease, Public Health Foundation of India, New Delhi, India, Centre for Chronic Disease Control, New Delhi, India, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK, Public Health Foundation of India, New Delhi, India, International Clinical Epidemiology Network, New Delhi, India, Division of Non-Communicable Diseases, Indian Council for Medical Research, New Delhi, India, Nepal Public Health Foundation, Kathmandu, Nepal, Department of Epidemiology, Faculty of Public Health, University of Indonesia, Depok, Indonesia and Centre for cArdiometabolic Risk Reduction Strategies (CARRS), Centre of Excellence (COE), New Delhi, India
| | - Narendra K Arora
- South Asia Network for Chronic Disease, Public Health Foundation of India, New Delhi, India, Centre for Chronic Disease Control, New Delhi, India, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK, Public Health Foundation of India, New Delhi, India, International Clinical Epidemiology Network, New Delhi, India, Division of Non-Communicable Diseases, Indian Council for Medical Research, New Delhi, India, Nepal Public Health Foundation, Kathmandu, Nepal, Department of Epidemiology, Faculty of Public Health, University of Indonesia, Depok, Indonesia and Centre for cArdiometabolic Risk Reduction Strategies (CARRS), Centre of Excellence (COE), New Delhi, India
| | - Prashant Mathur
- South Asia Network for Chronic Disease, Public Health Foundation of India, New Delhi, India, Centre for Chronic Disease Control, New Delhi, India, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK, Public Health Foundation of India, New Delhi, India, International Clinical Epidemiology Network, New Delhi, India, Division of Non-Communicable Diseases, Indian Council for Medical Research, New Delhi, India, Nepal Public Health Foundation, Kathmandu, Nepal, Department of Epidemiology, Faculty of Public Health, University of Indonesia, Depok, Indonesia and Centre for cArdiometabolic Risk Reduction Strategies (CARRS), Centre of Excellence (COE), New Delhi, India
| | - Mahesh Maskey
- South Asia Network for Chronic Disease, Public Health Foundation of India, New Delhi, India, Centre for Chronic Disease Control, New Delhi, India, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK, Public Health Foundation of India, New Delhi, India, International Clinical Epidemiology Network, New Delhi, India, Division of Non-Communicable Diseases, Indian Council for Medical Research, New Delhi, India, Nepal Public Health Foundation, Kathmandu, Nepal, Department of Epidemiology, Faculty of Public Health, University of Indonesia, Depok, Indonesia and Centre for cArdiometabolic Risk Reduction Strategies (CARRS), Centre of Excellence (COE), New Delhi, India
| | - Ratna Djuwita Sukirna
- South Asia Network for Chronic Disease, Public Health Foundation of India, New Delhi, India, Centre for Chronic Disease Control, New Delhi, India, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK, Public Health Foundation of India, New Delhi, India, International Clinical Epidemiology Network, New Delhi, India, Division of Non-Communicable Diseases, Indian Council for Medical Research, New Delhi, India, Nepal Public Health Foundation, Kathmandu, Nepal, Department of Epidemiology, Faculty of Public Health, University of Indonesia, Depok, Indonesia and Centre for cArdiometabolic Risk Reduction Strategies (CARRS), Centre of Excellence (COE), New Delhi, India
| | - Dorairaj Prabhakaran
- South Asia Network for Chronic Disease, Public Health Foundation of India, New Delhi, India, Centre for Chronic Disease Control, New Delhi, India, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK, Public Health Foundation of India, New Delhi, India, International Clinical Epidemiology Network, New Delhi, India, Division of Non-Communicable Diseases, Indian Council for Medical Research, New Delhi, India, Nepal Public Health Foundation, Kathmandu, Nepal, Department of Epidemiology, Faculty of Public Health, University of Indonesia, Depok, Indonesia and Centre for cArdiometabolic Risk Reduction Strategies (CARRS), Centre of Excellence (COE), New Delhi, India
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