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S S, Mathew A, K M JK, P RN, Sankar A, T R V, George PS. Assessment of spatial variation in lung cancer incidence and air pollutants: spatial regression modeling approach. INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2024:1-15. [PMID: 38851885 DOI: 10.1080/09603123.2024.2362844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 05/27/2024] [Indexed: 06/10/2024]
Abstract
A notable finding is that Kerala's capital Thiruvananthapuram has shown an increasing trend in lung cancer (LC) incidence. Long-term exposure to air pollution is a significant environmental risk factor for LC. This study investigated the spatial association between LC and exposure to air pollutants in Thiruvananthapuram, using Spatial Lag Model (SLM), Spatial Error Model (SEM), and Geographically Weighted Regression (GWR). The results showed that overall LC incidence rate was 111 per 105 males (age >60 years), whereas spatial distribution map revealed that 48% of the area had an incidence rate greater than 150. The results revealed a significant association between PM2.5 and LC. SLM was identified as the best model that predicted 62% variation in LC. GWR model improved model performance and made better local predictions in the southeastern parts of the study area. This study explores the effectiveness of spatial regression techniques for dealing spatial effects and pinpointing high-risk areas.
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Affiliation(s)
- Sruthi S
- Division of Cancer Epidemiology & Biostatistics, Regional Cancer Centre, Thiruvananthapuram, Kerala, India
| | - Aleyamma Mathew
- Division of Cancer Epidemiology & Biostatistics, Regional Cancer Centre, Thiruvananthapuram, Kerala, India
| | - Jagathnath Krishna K M
- Division of Cancer Epidemiology & Biostatistics, Regional Cancer Centre, Thiruvananthapuram, Kerala, India
| | - Remya Nath P
- Division of Cancer Epidemiology & Biostatistics, Regional Cancer Centre, Thiruvananthapuram, Kerala, India
| | - Arun Sankar
- Radiation Oncology, Regional Cancer Centre, Thiruvananthapuram, Kerala, India
| | - Vinod T R
- Geoinformatics Division, Centre for Environment and Development, Thiruvananthapuram, Kerala, India
| | - Preethi Sara George
- Division of Cancer Epidemiology & Biostatistics, Regional Cancer Centre, Thiruvananthapuram, Kerala, India
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Liu D, Linet MS, Albert PS, Landgren AM, Kitahara CM, Iwan A, Clerkin C, Kohler B, Alexander BH, Penberthy L. Ascertainment of Incident Cancer by US Population-Based Cancer Registries Versus Self-Reports and Death Certificates in a Nationwide Cohort Study, the US Radiologic Technologists Study. Am J Epidemiol 2022; 191:2075-2083. [PMID: 35872590 PMCID: PMC10144614 DOI: 10.1093/aje/kwac121] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 03/23/2022] [Accepted: 07/06/2022] [Indexed: 02/01/2023] Open
Abstract
Follow-up of US cohort members for incident cancer is time-consuming, is costly, and often results in underascertainment when the traditional methods of self-reporting and/or medical record validation are used. We conducted one of the first large-scale investigations to assess the feasibility, methods, and benefits of linking participants in the US Radiologic Technologists (USRT) Study (n = 146,022) with the majority of US state or regional cancer registries. Follow-up of this cohort has relied primarily on questionnaires (mailed approximately every 10 years) and linkage with the National Death Index. We compared the level of agreement and completeness of questionnaire/death-certificate-based information with that of registry-based (43 registries) incident cancer follow-up in the USRT cohort. Using registry-identified first primary cancers from 1999-2012 as the gold standard, the overall sensitivity was 46.5% for self-reports only and 63.0% for both self-reports and death certificates. Among the 37.0% false-negative reports, 27.8% were due to dropout, while 9.2% were due to misreporting. The USRT cancer reporting patterns differed by cancer type. Our study indicates that linkage to state cancer registries would greatly improve completeness and accuracy of cancer follow-up in comparison with questionnaire self-reporting. These findings support ongoing development of a national US virtual pooled registry with which to streamline cohort linkages.
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Affiliation(s)
- Danping Liu
- Correspondence to Dr. Danping Liu, Biostatistics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Drive, Room 7E630, Rockville, MD 20850 (e-mail: )
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Raza SA, Jawed I, Zoorob RJ, Salemi JL. Completeness of Cancer Case Ascertainment in International Cancer Registries: Exploring the Issue of Gender Disparities. Front Oncol 2020; 10:1148. [PMID: 32766152 PMCID: PMC7378680 DOI: 10.3389/fonc.2020.01148] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Accepted: 06/08/2020] [Indexed: 11/13/2022] Open
Affiliation(s)
- Syed Ahsan Raza
- Department of Family and Community Medicine, Baylor College of Medicine, Houston, TX, United States.,Department of Medicine, Section of Epidemiology and Population Sciences, Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, United States
| | - Irfan Jawed
- Houston Cancer Treatment Centers, Houston, TX, United States
| | - Roger Jamil Zoorob
- Department of Family and Community Medicine, Baylor College of Medicine, Houston, TX, United States
| | - Jason Lee Salemi
- Department of Family and Community Medicine, Baylor College of Medicine, Houston, TX, United States.,College of Public Health, Morsani College of Medicine, University of South Florida, Tampa, FL, United States
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Smith RD, Mallath MK. History of the Growing Burden of Cancer in India: From Antiquity to the 21st Century. J Glob Oncol 2020; 5:1-15. [PMID: 31373840 PMCID: PMC7010436 DOI: 10.1200/jgo.19.00048] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
This review traces the growing burden of cancer in India from antiquity. We searched PubMed, Internet Archive, the British Library, and several other sources for information on cancer in Indian history. Paleopathology studies from Indus Valley Civilization sites do not reveal any malignancy. Cancer-like diseases and remedies are mentioned in the ancient Ayurveda and Siddha manuscripts from India. Cancer was rarely mentioned in the medieval literature from India. Cancer case reports from India began in the 17th century. Between 1860 and 1910, several audits and cancer case series were published by Indian Medical Service doctors across India. The landmark study by Nath and Grewal used autopsy, pathology, and clinical data between 1917 and 1932 from various medical college hospitals across India to confirm that cancer was a common cause of death in middle-aged and elderly Indians. India’s cancer burden was apparently low as a result of the short life expectancy of the natives in those times. In 1946, a national committee on health reforms recommended the creation of sufficient facilities to diagnose and manage the increasing cancer burden in all Indian states. Trends from the Mumbai population-based cancer registry revealed a four-fold increase in patients with cancer from 1964 to 2012. Depending on the epidemiologic transition level, wide interstate variation in cancer burden is found in India. We conclude that cancer has been recognized in India since antiquity. India’s current burden of a million incident cancers is the result of an epidemiologic transition, improved cancer diagnostics, and improved cancer data capture. The increase in cancer in India with wide interstate variations offers useful insights and important lessons for developing countries in managing their increasing cancer burdens.
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Masood A, Masood K, Hussain M, Ali W, Riaz M, Alauddin Z, Ahmad M, Masood M, Shahid A. Thirty Years Cancer Incidence Data for Lahore, Pakistan: Trends and Patterns 1984-2014. Asian Pac J Cancer Prev 2018; 19:709-717. [PMID: 29580045 PMCID: PMC5980846 DOI: 10.22034/apjcp.2018.19.3.709] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/17/2017] [Indexed: 12/02/2022] Open
Abstract
This research was conducted to generate trends and patterns of most common male and female cancers from 1984-2014 for the city population of Lahore Pakistan. Cancer incidence data gathered for different organs were processed through cleaning, integration, transformation, reduction and mining for ultimate representation. Risk of cancer appeared to be continuously increasing among both males and females. Overall, lymphomas and breast cancer are the most common neoplasm in males and females, respectively, in Lahore with almost the highest rates in the Asian Pacific region. The incidence of head and neck, brain, and lung cancers, as well as leukemia have rapidly increased among males, whereas, ovarian, cervix, head and neck and lymphomas have become more common among females. The present communication should be helpful for adequate strategic planning, identification of risk factors and taking appropriate prevention and control measures at the national level.
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Affiliation(s)
- Andleeb Masood
- Cancer Incidence Statistical Analysis Group, Department of Physics, Government College University, Lahore, Pakistan
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Development of a field-friendly automated dietary assessment tool and nutrient database for India. Br J Nutr 2014; 111:160-71. [PMID: 23796477 DOI: 10.1017/s0007114513001864] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Studies of diet and disease risk in India and among other Asian-Indian populations are hindered by the need for a comprehensive dietary assessment tool to capture data on the wide variety of food and nutrient intakes across different regions and ethnic groups. The nutritional component of the India Health Study, a multicentre pilot cohort study, included 3908 men and women, aged 35-69 years, residing in three regions of India (New Delhi in the north, Mumbai in the west and Trivandrum in the south). We developed a computer-based, interviewer-administered dietary assessment software known as the 'NINA-DISH (New Interactive Nutrition Assistant - Diet in India Study of Health)', which consisted of four sections: (1) a diet history questionnaire with defined questions on frequency and portion size; (2) an open-ended section for each mealtime; (3) a food-preparer questionnaire; (4) a 24 h dietary recall. Using the preferred meal-based approach, frequency of intake and portion size were recorded and linked to a nutrient database that we developed and modified from a set of existing international databases containing data on Indian foods and recipes. The NINA-DISH software was designed to be easily adaptable and was well accepted by the interviewers and participants in the field. A predominant three-meal eating pattern emerged; however, patterns in the number of foods reported and the primary contributors to macro- and micronutrient intakes differed by region and demographic factors. The newly developed NINA-DISH software provides a much-needed tool for measuring diet and nutrient profiles across the diverse populations of India with the potential for application in other South Asian populations living throughout the world.
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Moore MA. Overview of Cancer Registration Research in the Asian Pacific from 2008-2013. Asian Pac J Cancer Prev 2013; 14:4461-84. [DOI: 10.7314/apjcp.2013.14.8.4461] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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Sinha R, Daniel CR, Devasenapathy N, Shetty H, Yurgalevitch S, Ferrucci LM, George PS, Morrissey KG, Ramakrishnan L, Graubard BI, Kapur K, Reddy KS, McAdams MJ, Rastogi T, Chatterjee N, Gupta PC, Wacholder S, Prabhakaran D, Mathew AA. Multi-center feasibility study evaluating recruitment, variability in risk factors and biomarkers for a diet and cancer cohort in India. BMC Public Health 2011; 11:405. [PMID: 21619649 PMCID: PMC3128020 DOI: 10.1186/1471-2458-11-405] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2011] [Accepted: 05/27/2011] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND India's population exhibits diverse dietary habits and chronic disease patterns. Nutritional epidemiologic studies in India are primarily of cross-sectional or case-control design and subject to biases, including differential recall of past diet. The aim of this feasibility study was to evaluate whether a diet-focused cohort study of cancer could be established in India, providing insight into potentially unique diet and lifestyle exposures. METHODS Field staff contacted 7,064 households within three regions of India (New Delhi, Mumbai, and Trivandrum) and found 4,671 eligible adults aged 35-69 years. Participants completed interviewer-administered questionnaires (demographic, diet history, physical activity, medical/reproductive history, tobacco/alcohol use, and occupational history), and staff collected biological samples (blood, urine, and toenail clippings), anthropometric measurements (weight, standing and sitting height; waist, hip, and thigh circumference; triceps, sub-scapula and supra-patella skin fold), and blood pressure measurements. RESULTS Eighty-eight percent of eligible subjects completed all questionnaires and 67% provided biological samples. Unique protein sources by region were fish in Trivandrum, dairy in New Delhi, and pulses (legumes) in Mumbai. Consumption of meat, alcohol, fast food, and soft drinks was scarce in all three regions. A large percentage of the participants were centrally obese and had elevated blood glucose levels. New Delhi participants were also the least physically active and had elevated lipids levels, suggesting a high prevalence of metabolic syndrome. CONCLUSIONS A high percentage of participants complied with study procedures including biological sample collection. Epidemiologic expertise and sufficient infrastructure exists at these three sites in India to successfully carry out a modest sized population-based study; however, we identified some potential problems in conducting a cohort study, such as limited number of facilities to handle biological samples.
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Affiliation(s)
- Rashmi Sinha
- National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Rockville, MD, USA
| | - Carrie R Daniel
- National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Rockville, MD, USA
| | | | - Hemali Shetty
- Sekhsaria Institute for Public Health, Navi Mumbai, India
| | | | - Leah M Ferrucci
- National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Rockville, MD, USA
| | | | | | | | - Barry I Graubard
- National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Rockville, MD, USA
| | | | | | | | | | - Nilanjan Chatterjee
- National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Rockville, MD, USA
| | | | - Sholom Wacholder
- National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Rockville, MD, USA
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