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Acuna N, Park SY, Conti DV, Stern MC, Wu AH, Cheng I, Wilkens LR, Shu XO, Setiawan VW. Circulating microRNAs and alcohol consumption in the multiethnic cohort study. Alcohol 2025; 124:105-110. [PMID: 39880058 PMCID: PMC11977456 DOI: 10.1016/j.alcohol.2025.01.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 12/20/2024] [Accepted: 01/26/2025] [Indexed: 01/31/2025]
Abstract
Excessive alcohol consumption is a significant public health concern and contributes to liver diseases and cancer. Modifiable lifestyle factors including alcohol consumption can influence circulating microRNAs (miRNAs), which are increasingly used as biomarkers for early disease detection. Yet limited studies have identified miRNAs associated with alcohol intake, particularly in multiethnic populations. We aimed to assess the association of alcohol consumption and circulating miRNAs in the Multiethnic Cohort Study. Participants (N = 917) had alcohol consumption data collected at baseline and miRNA data collected at follow-up. Negative binomial models were used to assess the association between alcohol consumption (continuous and categorical [nondrinkers: 0 g of ethanol/day; light drinkers: <28 g of ethanol/day for men and <14 g of ethanol/day for women; and heavy drinkers: ≥28 g of ethanol/day for men and ≥14 g of ethanol/day for women]) and miRNAs. Stratified analyses also examined categories by sex, race/ethnicity, smoking status, and body mass index. Overall, there were 52% non-drinkers, 37 % light drinkers, and 11 % were heavy drinkers. We did not detect an association of miRNAs with alcohol intake in continuous models after correcting for multiple comparisons. However, we did find an inverse association for light drinkers [incidence rate ratio (IRR) = 0.59, p = 8.21E-04] and heavy drinkers (IRR = 0.44, p = 1.47E-03) compared to nondrinkers for miR-451a. Additionally, miR-320e (IRR = 0.63, p = 1.61E-03) had an inverse association with alcohol intake for light drinkers compared to nondrinkers. Subgroup analysis also suggested there were differences by subgroups, underscoring that miRNAs used to detect chronic diseases may be subgroup specific. When stratified by case-control status, we found that among controls both light and heavy drinkers were associated with miR-451a. We identified an association for light and heavy drinkers with miR-451a and mir-320e, miRNAs associated with cancers and liver diseases, in comparison to nondrinkers.
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Affiliation(s)
- Nicholas Acuna
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
| | - Song-Yi Park
- Population Sciences in the Pacific Program, University of Hawai'i Cancer Center, Honolulu, HI, USA
| | - David V Conti
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA; Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA; Center for Genetic Epidemiology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Mariana C Stern
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA; Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
| | - Anna H Wu
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA; Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
| | - Iona Cheng
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA; Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, USA
| | - Lynne R Wilkens
- Population Sciences in the Pacific Program, University of Hawai'i Cancer Center, Honolulu, HI, USA
| | - Xiao-Ou Shu
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Veronica Wendy Setiawan
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA; Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA; Center for Genetic Epidemiology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
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Habeshian TS, Park SY, Conti D, Wilkens LR, Marchand LL, Setiawan VW. Inflammatory and insulinemic dietary and lifestyle patterns and incidence of endometrial cancer: the multiethnic cohort. Am J Clin Nutr 2025:S0002-9165(25)00237-0. [PMID: 40288582 DOI: 10.1016/j.ajcnut.2025.04.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Revised: 04/14/2025] [Accepted: 04/21/2025] [Indexed: 04/29/2025] Open
Abstract
BACKGROUND The incidence of endometrial cancer (EC) is increasing, particularly among racial and ethnic minority groups. Obesity is an established EC risk factor, and obesity-related inflammation and hyperinsulinemia may play an important role in EC etiology. OBJECTIVES We examined the association of 5 empirical hypothesis-oriented dietary and lifestyle indices, which assess the inflammatory and insulinemic potentials of diet and lifestyle, with risk of EC in ethnically diverse females. METHODS We included 60,441 female participants from the multiethnic cohort study, a cohort-based in the United States, who were African American, Japanese American, Latino, Native Hawaiian, or White, aged 45-75 y at baseline in 1993-1996. Using a quantitative food frequency questionnaire at baseline, we computed the empirical dietary inflammatory pattern (EDIP), empirical dietary index for hyperinsulinemia (EDIH), empirical lifestyle index for hyperinsulinemia (ELIH), empirical dietary index for insulin resistance (EDIR), and empirical lifestyle index for insulin resistance (ELIR). Multivariable Cox models adjusting for known risk factors for EC were used to calculate hazard ratios (HRs) and 95% confidence intervals (CIs) for the association between each index (using quintiles) and EC risk. RESULTS We identified 1328 incident EC cases with a median follow-up of 25.2 y (IQR = 7.4 y). Females with higher ELIH had an increased risk of EC (HRQ5vsQ1 = 2.58, 95% CI: 2.16, 3.09; Ptrend < 0.01). Similarly, higher ELIR was significantly associated with an increased risk of EC (HRQ5vsQ1 = 2.89, 95% CI: 2.37, 3.53; Ptrend < 0.01). EDIP, EDIH, and EDIR were not associated with EC risk. Increased risk of EC with ELIH (all Ptrend < 0.01) and ELIR (all Ptrend < 0.01) was found in all racial and ethnic groups. CONCLUSIONS In this ethnically diverse cohort, lifestyle patterns with higher insulinemic potential were associated with an increased risk of EC. Lifestyle changes that include more physical activity and achieving a healthy body weight, in addition to reducing insulinemic and diets, may lower EC risk.
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Affiliation(s)
- Talar S Habeshian
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States.
| | - Song-Yi Park
- Cancer Epidemiology, Population Sciences in the Pacific Program, University of Hawai'i Cancer Center, University of Hawai'i, Honolulu, HI, United States
| | - David Conti
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States; Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, United States
| | - Lynne R Wilkens
- Cancer Epidemiology, Population Sciences in the Pacific Program, University of Hawai'i Cancer Center, University of Hawai'i, Honolulu, HI, United States
| | - Loïc Le Marchand
- Cancer Epidemiology, Population Sciences in the Pacific Program, University of Hawai'i Cancer Center, University of Hawai'i, Honolulu, HI, United States
| | - Veronica Wendy Setiawan
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States; Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, United States
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Wang A, Van Blarigan EL, Cheng I, Chan JM, Wan P, Park SY, Xiong W, Hamilton AS, Chen F, Le Marchand L, Wilkens LR, Conti DV, Kenfield SA, Haiman CA. Race and Ethnicity, Lifestyle, Diet, and Survival in Patients With Prostate Cancer. JAMA Netw Open 2025; 8:e2460785. [PMID: 40009382 PMCID: PMC11866029 DOI: 10.1001/jamanetworkopen.2024.60785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2024] [Accepted: 12/14/2024] [Indexed: 02/27/2025] Open
Abstract
Importance Prostate cancer (PCa) remains a leading cause of cancer-related death among men in the US. Objective To evaluate the association of healthy lifestyle and dietary behaviors with survival after a nonmetastatic PCa diagnosis in a multiethnic population. Design, Setting, and Participants This prospective cohort study was conducted among men aged 45 to 75 years enrolled between 1993 and 1996 in the Multiethnic Cohort study. Participants with nonmetastatic PCa completed a questionnaire after diagnosis (2003-2008) and were followed up until death or loss to follow-up. Data were analyzed from January 10, 2023, to May 20, 2024. Exposures Lifestyle and dietary patterns were assessed after diagnosis using 3 PCa behavior scores and 13 dietary indices (4 prioritized scores: the Healthy Eating Index-2015, Healthful Plant-Based Diet Index, Dietary Inflammatory Index, and Empirical Dietary Index for Hyperinsulinemia). Main Outcomes and Measures Cox proportional hazards models were used to evaluate multivariable-adjusted associations of each PCa behavior score with all-cause, cardiovascular disease (CVD), and PCa-specific mortality. Results A total of 2603 men with nonmetastatic PCa (mean [SD] age, 69.6 [7.1] years) were followed up, and 1346 deaths were documented, including 356 (24.6%) from CVD and 197 (14.6%) from PCa. The median (IQR) follow-up was 10.9 (IQR, 6.8-12.7) years from questionnaire return and 14.5 (IQR, 11.8-18.0) years from diagnosis. The 2021 PCa Behavior Score was associated with reduced risks of all-cause (hazard ratio [HR] per point, 0.69; 95% CI, 0.63-0.77) and CVD-related (HR, 0.67; 95% CI, 0.56-0.79) mortality. This score was also associated with a lower risk of PCa-specific mortality among African American men (HR, 0.46; 95% CI, 0.24-0.88) but not in the other racial and ethnic groups. Comparing quintile 5 (highest score) with 1 (lowest score), the Empirical Dietary Index for Hyperinsulinemia was positively associated with all-cause (HR, 1.37; 95% CI, 1.02-1.84) and CVD-related (HR, 1.96; 95% CI, 1.15-3.33) mortality, whereas the Healthful Plant-Based Diet Index was associated with a reduced risk of all-cause (HR, 0.75; 95% CI, 0.58-0.97); findings for CVD-related mortality were not statistically significant (HR, 0.67; 95% CI, 0.44-1.03). No associations were found between lifestyle or dietary patterns and PCa mortality. Conclusions and Relevance In this multiethnic cohort of patients with nonmetastatic PCa, healthier lifestyles were associated with improved overall survival but not with PCa-specific survival. Given the predominance of non-PCa-specific deaths, these findings support the need for health behavior counseling to treat comorbidities in men with PCa.
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Affiliation(s)
- Anqi Wang
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Erin L. Van Blarigan
- Department of Urology, University of California, San Francisco
- Department of Epidemiology and Biostatistics, University of California, San Francisco
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco
| | - Iona Cheng
- Department of Epidemiology and Biostatistics, University of California, San Francisco
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco
| | - June M. Chan
- Department of Urology, University of California, San Francisco
- Department of Epidemiology and Biostatistics, University of California, San Francisco
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco
| | - Peggy Wan
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles
| | - Song-Yi Park
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, Honolulu
| | - Wei Xiong
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles
| | - Ann S. Hamilton
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles
| | - Fei Chen
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles
| | - Loic Le Marchand
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, Honolulu
| | - Lynne R. Wilkens
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, Honolulu
| | - David V. Conti
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles
| | - Stacey A. Kenfield
- Department of Urology, University of California, San Francisco
- Department of Epidemiology and Biostatistics, University of California, San Francisco
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco
| | - Christopher A. Haiman
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles
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Barton JC, Barton JC, Acton RT. Factors related to mean corpuscular volume in HFE p.C282Y homozygotes. EJHAEM 2025; 6:e1063. [PMID: 39866924 PMCID: PMC11756985 DOI: 10.1002/jha2.1063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2024] [Revised: 11/15/2024] [Accepted: 11/22/2024] [Indexed: 01/28/2025]
Abstract
Introduction The aim of this study was to define the relationships between factors other than transferrin saturation (TS) to mean corpuscular volume (MCV) and macrocytosis (MCV > 100 fL) in HFE p.C282Y (rs1800562) homozygotes. Methods We studied white post-screening participants with p.C282Y homozygosity who did not have anemia, report cirrhosis or pregnancy, or use medications that increase MCV. We analyzed relations of MCV and macrocytosis with age, sex, diabetes reports, daily alcohol consumption, swollen or tender 2nd/3rd metacarpophalangeal (MCP) joints, TS, and serum ferritin (SF). Results There were 257 participants (110 men and 147 women). Median alcohol consumption, median TS, median SF, and macrocytosis prevalence were significantly greater in men. Relative risk of macrocytosis in men was 2.81. In men and women, there were significant positive Pearson's correlations of MCV versus age and Spearman's correlations of MCV versus alcohol consumption and TS. Mean MCV and macrocytosis prevalence were significantly greater in participants with than without swollen or tender 2nd/3rd MCP joints. Linear regression on MCV revealed positive associations: age (p < 0.0001), alcohol consumption (p = 0.0007), and TS (p < 0.0001). Logistic regression on macrocytosis revealed an odds ratio for age of 1.04 (95% confidence interval: 1.00, 1.07). Conclusions MCV in HFE p.C282Y homozygotes is positively related to age, daily alcohol consumption, TS, and swollen or tender 2nd/3rd MCP joints.
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Affiliation(s)
- James C. Barton
- Department of MedicineUniversity of Alabama at BirminghamBirminghamAlabamaUSA
- Southern Iron Disorders CenterBirminghamAlabamaUSA
| | | | - Ronald T. Acton
- Southern Iron Disorders CenterBirminghamAlabamaUSA
- Department of MicrobiologyUniversity of Alabama at BirminghamBirminghamAlabamaUSA
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Tembo P, Zhao L, Le Marchand L, Wilkens LR, Park SY, Haiman CA, Wirth MD, Hébert JR. Sleep Duration, Dietary Inflammatory Potential, and Obesity in Relation to Colorectal Cancer Incidence in the Multiethnic Cohort. Nutrients 2025; 17:370. [PMID: 39940229 PMCID: PMC11820058 DOI: 10.3390/nu17030370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2024] [Revised: 01/15/2025] [Accepted: 01/18/2025] [Indexed: 02/14/2025] Open
Abstract
BACKGROUND/OBJECTIVES Colorectal cancer (CRC) is a leading cause of cancer-related morbidity and mortality worldwide. Sleep duration, diet, and obesity have each been identified as modifiable risk factors linked to CRC. However, their joint effect on CRC incidence is underexplored. This study investigated the association between sleep duration and CRC incidence and explored the joint effects of sleep duration, a pro-inflammatory diet, and obesity on CRC incidence in the Multiethnic Cohort (MEC). METHODS This prospective cohort study analyzed 193,027 participants from Hawaii and California enrolled in the MEC between 1993 and 1996. Sleep duration was self-reported and categorized as short (≤6 h), normal (7-8 h), or long (≥9 h). Diet was self-reported via FFQ and inflammatory potential was assessed using the energy-adjusted Dietary Inflammatory Index (E-DII). CRC cases were identified via cancer registries. Cox proportional hazards models estimated the hazard ratios (HRs) for CRC risk. RESULTS After 23.8 years of follow-up, 5825 CRC cases were identified. A pro-inflammatory diet combined with suboptimal sleep increased CRC risk by 12% (short sleep duration, aHR: 1.12; 95% CI: 1.02-1.24) and 22% (long sleep duration, aHR: 1.22, 95% CI: 1.05-1.43). Furthermore, long sleep duration was associated with a 10% increase in CRC risk (aHR: 1.10; 95% CI: 1.01-1.22) compared with normal sleep, while short sleep showed no significant association overall. Obese individuals with short or long sleep had significantly higher CRC risk (short sleep aHR: 1.35; 95% CI: 1.21-1.51; long sleep aHR: 1.36; 95% CI: 1.14-1.64) compared with non-obese individuals with corresponding sleep durations. CONCLUSIONS Long sleep duration and a combination of suboptimal sleep duration and a pro-inflammatory dietary pattern or obesity amplifies the risk.
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Affiliation(s)
- Penias Tembo
- Department of Epidemiology and Biostatistics and Cancer Prevention and Control Program, University of South Carolina, Columbia, SC 29208, USA; (P.T.); (M.D.W.)
| | - Longgang Zhao
- School of Nursing, Yale University, Orange, CT 06477, USA;
| | - Loïc Le Marchand
- Population Sciences in the Pacific Program, University of Hawai’i Cancer Center, University of Hawai’i at Mānoa, Honolulu, HI 96822, USA; (L.L.M.); (L.R.W.); (S.-Y.P.)
| | - Lynne R. Wilkens
- Population Sciences in the Pacific Program, University of Hawai’i Cancer Center, University of Hawai’i at Mānoa, Honolulu, HI 96822, USA; (L.L.M.); (L.R.W.); (S.-Y.P.)
| | - Song-Yi Park
- Population Sciences in the Pacific Program, University of Hawai’i Cancer Center, University of Hawai’i at Mānoa, Honolulu, HI 96822, USA; (L.L.M.); (L.R.W.); (S.-Y.P.)
| | - Christopher A. Haiman
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA 90007, USA;
| | - Michael D. Wirth
- Department of Epidemiology and Biostatistics and Cancer Prevention and Control Program, University of South Carolina, Columbia, SC 29208, USA; (P.T.); (M.D.W.)
- College of Nursing, University of South Carolina, Columbia, SC 29208, USA
| | - James R. Hébert
- Department of Epidemiology and Biostatistics and Cancer Prevention and Control Program, University of South Carolina, Columbia, SC 29208, USA; (P.T.); (M.D.W.)
- Department of Nutrition, Connecting Health Innovations, LLC, Columbia, SC 29201, USA
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Sidahmed E, Freedland SJ, Wang M, Wu K, Albanes D, Barnett M, van den Brandt PA, Cook MB, Giles GG, Giovannucci E, Haiman CA, Larsson SC, Key TJ, Loftfield E, Männistö S, McCullough ML, Milne RL, Neuhouser ML, Platz EA, Perez-Cornago A, Sawada N, Schenk JM, Sinha R, Tsugane S, Visvanathan K, Wang Y, White KK, Willett WC, Wolk A, Ziegler RG, Genkinger JM, Smith-Warner SA. Dietary Fiber Intake and Risk of Advanced and Aggressive Forms of Prostate Cancer: A Pooled Analysis of 15 Prospective Cohort Studies. J Acad Nutr Diet 2025; 125:11-23.e22. [PMID: 38636793 DOI: 10.1016/j.jand.2024.04.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 02/12/2024] [Accepted: 04/08/2024] [Indexed: 04/20/2024]
Abstract
BACKGROUND Evidence of an association between dietary fiber intake and risk of advanced and aggressive forms of prostate cancer (PC) and PC mortality is limited. OBJECTIVE The aim of this study was to examine associations between intakes of dietary fiber overall and by food source and risk of advanced and aggressive forms of PC. DESIGN The study design was a pooled analysis of the primary data from 15 cohorts in 3 continents. Baseline dietary fiber intake was assessed using a validated food frequency questionnaire or diet history in each study. PARTICIPANTS/SETTING There were 842 149 men followed for up to 9 to 22 years between 1985 and 2009 across studies. MAIN OUTCOME MEASURES The primary outcome measures were advanced (stage T4, N1, or M1 or PC mortality), advanced restricted (excluded men with missing stage and those with localized PC who died of PC), and high-grade PC (Gleason score ≥8 or poorly differentiated/undifferentiated) and PC mortality. STATISTICAL ANALYSIS PERFORMED Study-specific multivariable hazard ratios (MVHR) were calculated using Cox proportional hazards regression and pooled using random effects models. RESULTS Intake of dietary fiber overall, from fruits, and from vegetables was not associated with risk of advanced (n = 4863), advanced restricted (n = 2978), or high-grade PC (n = 9673) or PC mortality (n = 3097). Dietary fiber intake from grains was inversely associated with advanced PC (comparing the highest vs lowest quintile, MVHR 0.84; 95% CI 0.76-0.93), advanced restricted PC (MVHR 0.85; 95% CI 0.74-0.97), and PC mortality (MVHR 0.78; 95% CI 0.68-0.89); statistically significant trends were noted for each of these associations (P ≤ .03), and a null association was observed for high-grade PC for the same comparison (MVHR 1.00; 95% CI 0.93-1.07). The comparable results were 1.06 (95% CI 1.01-1.10; P value, test for trend = .002) for localized PC (n = 35,199) and 1.05 (95% CI 0.99-1.11; P value, test for trend = .04) for low/intermediate grade PC (n = 34 366). CONCLUSIONS Weak nonsignificant associations were observed between total dietary fiber intake and risk of advanced forms of PC, high-grade PC, and PC mortality. High dietary fiber intake from grains was associated with a modestly lower risk of advanced forms of PC and PC mortality.
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Affiliation(s)
- Elkhansa Sidahmed
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Stephen J Freedland
- Department of Urology, Cedars-Sinai Medical Center, Los Angeles, California; Urology Section, Durham Veterans Affairs Medical Center, Durham, North Carolina
| | - Molin Wang
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Kana Wu
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts (at time work completed); Vertex Pharmaceuticals, Boston, Massachusetts (current)
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland
| | - Matt Barnett
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Piet A van den Brandt
- Department of Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
| | - Michael B Cook
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Graham G Giles
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia; Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia; Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
| | - Edward Giovannucci
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Christopher A Haiman
- Department of Preventive Medicine, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California
| | - Susanna C Larsson
- Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden; Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Timothy J Key
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Erikka Loftfield
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland
| | - Satu Männistö
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
| | | | - Roger L Milne
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia; Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia; Precision Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
| | - Marian L Neuhouser
- Cancer Prevention Program, Division of Public Health Sciences Fred Hutchinson Cancer Center, Seattle, Washington
| | - Elizabeth A Platz
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | | | - Norie Sawada
- Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo, Japan
| | - Jeannette M Schenk
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Rashmi Sinha
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland
| | - Shoichiro Tsugane
- Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo, Japan
| | - Kala Visvanathan
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Ying Wang
- Department of Population Science, American Cancer Society, Atlanta, Georgia
| | - Kami K White
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
| | - Walter C Willett
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Alicja Wolk
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden; Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Regina G Ziegler
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Department of Health and Human Services, Bethesda, Maryland
| | - Jeanine M Genkinger
- Department of Epidemiology, Mailman School of Public Health and Herbert Irving Comprehensive Cancer Center, Columbia University, New York, New York
| | - Stephanie A Smith-Warner
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts.
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Wang S, Tan D. Investigating Causal Associations of Diet Compositions with the Risk of Lung Cancer. Nutr Cancer 2024; 77:397-404. [PMID: 39703164 DOI: 10.1080/01635581.2024.2443260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Revised: 12/09/2024] [Accepted: 12/11/2024] [Indexed: 12/21/2024]
Abstract
OBJECTIVE This study aimed to investigate the causal relationship between diet compositions and lung cancer (LC) risk. METHODS A two-sample Mendelian randomization (MR) analysis was performed to assess the causal relationship between diet and LC risk, including three LC subtypes. Instrumental variables (IVs) for three diet compositions were selected from genome-wide association studies (GWAS). Summary statistics for LC and its subtypes came from the largest meta-analysis. The inverse-variance weighted (IVW) method was used as the main MR analysis, with sensitivity analyses to ensure result robustness. Then, we conducted an observational study using data from National Health and Nutrition Examination Survey (NHANES) to verify the relationship. RESULTS Our results showed significant evidence that fat intake was correlated with the lower risk of lung adenocarcinoma. There were also suggestive correlations between fat intake and overall LC. However, no significant associations were found between other macronutrients and LC risk. NHANES data further showed that higher polyunsaturated fatty acid (PUFA) intake was linked to better outcomes in LC patients. CONCLUSION PUFA intake may have a protective effect against LC. Adjusting dietary proportions could potentially help in the primary prevention of LC.
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Affiliation(s)
- Song Wang
- Department of Cardiothoracic and Breast Surgery, Beibei Hospital of Chongqing Medical University, Chongqing, China
| | - Deli Tan
- Department of Cardiothoracic and Breast Surgery, Beibei Hospital of Chongqing Medical University, Chongqing, China
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Klapp R, Laxamana JA, Shvetsov YB, Park SY, Kanehara R, Setiawan VW, Danquah I, Le Marchand L, Maskarinec G. The EAT-Lancet Diet Index Is Associated with Lower Obesity and Incidence of Type 2 Diabetes in the Multiethnic Cohort. J Nutr 2024; 154:3407-3415. [PMID: 39019161 PMCID: PMC11600087 DOI: 10.1016/j.tjnut.2024.06.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 06/12/2024] [Accepted: 06/25/2024] [Indexed: 07/19/2024] Open
Abstract
BACKGROUND The EAT-Lancet Commission has developed dietary recommendations, named the EAT-Lancet diet, to promote healthy nutrition and sustainable food production worldwide. OBJECTIVES We developed an adapted score for the EAT-Lancet diet for participants of the Multiethnic Cohort (MEC) Study and its relation with incidence of obesity and type 2 diabetes (T2D). METHODS The MEC includes 5 ethnic groups followed since 1993-1996. Anthropometric characteristics and dietary intake were assessed by questionnaire at cohort entry (Qx1) and 10 y later (Qx3). To create the EAT-Lancet index (range: 0-48 points), a 3-point scoring system for 16 food groups standardized to 2500 kcal/d was applied. T2D cases were identified through repeated self-reports and administrative data. In a prospective design, obesity at Qx3 and T2D incidence were evaluated using Cox regression to estimate hazard ratios (HR) with 95% confidence intervals (95% CI) while adjusting for relevant covariates. RESULTS Among 193,379 MEC participants, the overall mean of the EAT-Lancet index score was 25 ± 4 points and 46,140 new T2D cases were identified. Higher adjusted means were observed in females than males, in participants of Japanese American and Native Hawaiian ancestry, and in those with healthy weight than overweight or obese. Obesity was lower in cohort members with higher EAT-Lancet scores (HR: 0.76; 95% CI: 0.73, 0.79 for tertile 3 compared with 1). Although T2D incidence was 10% lower among participants in the highest (27-42 points) compared with the lowest (9-23 points) EAT-Lancet index tertile (HR: 0.90; 95% CI: 0.88, 0.92), the association was attenuated after BMI adjustment (HR: 0.97; 95% CI: 0.94, 0.99). This inverse association with T2D was restricted to African American and European American participants. CONCLUSIONS These findings support the hypothesis that adherence to the EAT-Lancet diet is related to a lower risk of obesity, which may be partially responsible for the small reduction in T2D incidence.
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Affiliation(s)
- Rebecca Klapp
- Population Sciences in the Pacific, University of Hawaii Cancer Center, Honolulu, HI, United States
| | - Julie Ann Laxamana
- Population Sciences in the Pacific, University of Hawaii Cancer Center, Honolulu, HI, United States
| | - Yurii B Shvetsov
- Population Sciences in the Pacific, University of Hawaii Cancer Center, Honolulu, HI, United States
| | - Song-Yi Park
- Population Sciences in the Pacific, University of Hawaii Cancer Center, Honolulu, HI, United States
| | - Rieko Kanehara
- Division of Epidemiology, National Cancer Center Japan, Tokyo, Japan
| | - Veronica Wendy Setiawan
- Center for Genetic Epidemiology, University of Southern California, Los Angeles, CA, United States
| | - Ina Danquah
- Center for Development Research, University of Bonn, Bonn, Germany
| | - Loïc Le Marchand
- Population Sciences in the Pacific, University of Hawaii Cancer Center, Honolulu, HI, United States
| | - Gertraud Maskarinec
- Population Sciences in the Pacific, University of Hawaii Cancer Center, Honolulu, HI, United States.
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9
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Miller C, Morikawa K, Benny P, Riel J, Fialkowski MK, Qin Y, Khadka V, Lee MJ. Effects of Dietary Quality on Vaginal Microbiome Composition Throughout Pregnancy in a Multi-Ethnic Cohort. Nutrients 2024; 16:3405. [PMID: 39408372 PMCID: PMC11479099 DOI: 10.3390/nu16193405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2024] [Revised: 09/27/2024] [Accepted: 10/01/2024] [Indexed: 10/20/2024] Open
Abstract
Background: Vaginal Lactobacillus predominance is associated with improved vaginal health and reduced pregnancy complications. Little is known about how dietary quality may improve vaginal microbial composition or about dietary interventions that may promote Lactobacillus abundance. To understand the host factors affecting vaginal microbiota during pregnancy in a multi-ethnic cohort in Hawai`i. We hypothesize that better diet quality improves vaginal microbial composition, as represented by Lactobacillus abundance and depletion of anaerobic organisms. Methods: We compared comprehensive diet quality, as measured by the Healthy Eating Index-2015 (HEI-2015), to taxonomic classifications of bacteria present within the vagina. Participants of the four predominant ethnic groups in Hawai'i (Japanese, Filipino, Non-Hispanic White and Native Hawaiian) completed Quantitative Food Frequency Questionnaires (QFFQs) and collected vaginal swabs during each trimester. 16s rRNA amplicon sequencing (V2-V9 regions) was performed on vaginal samples. HEI-2015 scores and macro- and micronutrient intake were compared with the predominant species present using the Mann-Whitney-U test, PERMANOVA, and the Pearson correlation coefficient. A mixed-effects logistics regression model was used to predict the depletion of Lactobacillus species while accounting for confounding demographic factors. Results: Matched, longitudinal data for 40 participants demonstrated three predominant Lactobacillus species: L. crispatus, L. iners, and L. gasseri, with another subset of samples with anaerobic abundance. (Primarily, Atopobium vaginae, Prevotella, and Gardnerella vaginalis.) Non-Hispanic White participants had lower amounts of Lactobacillus iners compared to other racial and ethnic groups. HEI scores correlated with the chao index and observed species number primarily in the first trimester (r = 0.25, p < 0.05). Greater carbohydrate intake was associated with a higher abundance of L. crispatus, while lower carbohydrate intake trended towards more L. iners (0.056) and anaerobic species. Conclusions: Increased carbohydrate consumption and improved diet quality may be associated with beneficial vaginal microbial composition in pregnancy.
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Affiliation(s)
- Corrie Miller
- Department of Obstetrics and Gynecology, John A. Burns School of Medicine, University of Hawai’i, Honolulu, HI 96813, USA; (K.M.); (J.R.)
| | - Kira Morikawa
- Department of Obstetrics and Gynecology, John A. Burns School of Medicine, University of Hawai’i, Honolulu, HI 96813, USA; (K.M.); (J.R.)
| | - Paula Benny
- National University of Singapore, Singapore 119077, Singapore
| | - Jonathan Riel
- Department of Obstetrics and Gynecology, John A. Burns School of Medicine, University of Hawai’i, Honolulu, HI 96813, USA; (K.M.); (J.R.)
| | - Marie K. Fialkowski
- Nutrition Support Shared Resource, University of Hawai’i Cancer Center, Honolulu, HI 96813, USA;
| | - Yujia Qin
- Department of Quantitative Health Sciences, John A. Burns School of Medicine, University of Hawai’i, Honolulu, HI 96813, USA; (Y.Q.); (V.K.)
| | - Vedbar Khadka
- Department of Quantitative Health Sciences, John A. Burns School of Medicine, University of Hawai’i, Honolulu, HI 96813, USA; (Y.Q.); (V.K.)
| | - Men-Jean Lee
- Department of Obstetrics and Gynecology, John A. Burns School of Medicine, University of Hawai’i, Honolulu, HI 96813, USA; (K.M.); (J.R.)
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10
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Abe JV, Legaspi J, Guillermo C, Bogumil D, Setiawan VW, Le Marchand L, Hernandez BY, Wilkens LR, Maskarinec G. Breast, Colorectal, and Prostate Cancer Incidence among Filipino Americans by Generational Status in the Multiethnic Cohort Study. Cancer Epidemiol Biomarkers Prev 2024; 33:1311-1317. [PMID: 39132985 PMCID: PMC11451936 DOI: 10.1158/1055-9965.epi-24-0647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Revised: 07/02/2024] [Accepted: 08/07/2024] [Indexed: 08/13/2024] Open
Abstract
BACKGROUND Filipino Americans constitute 12% and 4% of the respective populations of Hawaii and California, with a large proportion of immigrants experiencing increasing cancer rates. This study investigated the incidence of colorectal, breast, and prostate cancers by generational status in the Multiethnic Cohort. METHODS We analyzed 10,495 Filipino Multiethnic Cohort first-, second-, and third-generation participants, in which 26.8% were of mixed race and ethnicity. Linkage to statewide cancer registries identified 375 breast, 249 colorectal, and 436 prostate cancer incident cases. Cox models were used to calculate HRs and 95% confidence intervals (CI) for the association between generational status and cancer incidence. Models were adjusted for age at cohort entry and cancer-specific covariates that were chosen based on stepwise regression. RESULTS Compared with the first generation, colorectal cancer showed a significantly higher incidence in the second and third generations with respective HRs of 1.43 (95% CI, 1.04, 1.98) and 1.76 (95% CI, 1.29, 2.38). This association was attenuated after adjustment for relevant covariates. Breast cancer incidence was elevated in the third versus first generation (HR = 1.29; 95% CI, 1.01, 1.63) even in the fully adjusted model, whereas little difference was observed for prostate cancer. CONCLUSIONS In this prospective study, we found differences in incidence by generational status, specifically colorectal cancer among men and female breast cancer. IMPACT Understanding behavioral changes due to acculturation is warranted to mitigate cancer risks in migrant populations.
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Affiliation(s)
- Janine V. Abe
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, Honolulu, HI
| | - Justin Legaspi
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, Honolulu, HI
| | - Cherie Guillermo
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, Honolulu, HI
| | - David Bogumil
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Veronica Wendy Setiawan
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Loïc Le Marchand
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, Honolulu, HI
| | - Brenda Y. Hernandez
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, Honolulu, HI
| | - Lynne R. Wilkens
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, Honolulu, HI
| | - Gertraud Maskarinec
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, Honolulu, HI
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11
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Ying AF, Talaei M, Hausenloy DJ, Koh WP. Consumption of different types of meat and the risk of chronic limb-threatening ischemia: the Singapore Chinese Health Study. Nutr J 2024; 23:103. [PMID: 39244535 PMCID: PMC11380768 DOI: 10.1186/s12937-024-00991-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 07/31/2024] [Indexed: 09/09/2024] Open
Abstract
BACKGROUND Although red meat consumption has been associated with risk of atherosclerotic coronary artery disease and stroke, no prospective study has examined this with the risk of chronic limb-threatening ischemia (CLTI). METHODS In a prospective study of 63,257 Chinese in Singapore, who were aged 45-74 years old at recruitment, diet was assessed via a validated semi-quantitative food frequency questionnaire. Incident CLTI cases were ascertained via linkage with nationwide hospital records for lower extremity amputation or angioplasty for peripheral arterial disease. Multivariable Cox models were used to examine associations between quartiles of meat intake and CLTI risk. RESULTS After a mean follow-up of 18.8 years, there were 1069 cases of CLTI. Higher intake of red meat intake was associated with increased risk of CLTI in a stepwise manner. Comparing extreme quartiles of red meat intake, the hazard ratio (HR) for the association with CLTI risk was 1.24 [95% confidence interval (CI) = 1.03-1.49; P-trend = 0.02]. In stratified analysis, red meat intake had a stronger association with CLTI risk among those without diabetes [HR (95% CI) comparing extreme quartiles = 1.41 (1.10-1.80); P-trend = 0.03] than among those with diabetes at baseline [HR (95% CI) comparing extreme quartiles = 1.04 (0.79-1.38); P-trend = 0.05] (P-interaction = 0.03). Otherwise, the associations were not different by sex, BMI, smoking status, hypertension, alcohol consumption, or history of cardiovascular diseases. Using a theoretical model in substitution analysis that substituted three servings per week of red meat with poultry or fish/shellfish, the relative risk of CLTI was reduced by 13-14%. CONCLUSIONS Consumption of red meat was associated with higher CLTI risk in this Asian cohort. Substituting red meat with poultry or fish/shellfish may reduce this risk.
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Affiliation(s)
- Ariel Fangting Ying
- Cardiovascular and Metabolic Disorders Program, Duke-National University of Singapore Medical School, Singapore, Singapore
| | - Mohammad Talaei
- Centre for Preventive Neurology, Wolfson Institute of Population Health, Queen Mary University of London, London, UK
| | - Derek John Hausenloy
- The Hatter Cardiovascular Institute, University College London, London, UK
- National Heart Research Institute Singapore, National Heart Centre, Singapore, Singapore
| | - Woon-Puay Koh
- Healthy Longevity Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, 5 Science Drive 2, Singapore, 117545, Singapore.
- Singapore Institute for Clinical Sciences, Agency for Science Technology and Research (A*STAR), Singapore, Singapore.
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12
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Kanehara R, Park SY, Okada Y, Iwasaki M, Tsugane S, Sawada N, Inoue M, Haiman CA, Wilkens LR, Le Marchand L. Intake of Sugar and Food Sources of Sugar and Colorectal Cancer Risk in the Multiethnic Cohort Study. J Nutr 2024; 154:2481-2492. [PMID: 38795743 PMCID: PMC11375464 DOI: 10.1016/j.tjnut.2024.05.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 05/10/2024] [Accepted: 05/18/2024] [Indexed: 05/28/2024] Open
Abstract
BACKGROUND The influence of sugar intake on the risk of colorectal cancer (CRC) remains controversial, and there is a need to investigate the heterogeneity of effects among racial and ethnic groups. OBJECTIVES To examine the association of intake of simple sugars and their food sources with CRC risk according to race/ethnicity in a multiethnic cohort study. METHODS We analyzed data from 192,651 participants who participated in the Multiethnic Cohort Study comprising African American, Japanese American, Latino, Native Hawaiian, and White older adults living in Hawaii and California with an average follow-up of 19 y. Intakes of total and specific types of sugars and sugary foods were estimated from a quantitative food frequency questionnaire completed by the participants in 1993-1996. We estimated hazard ratios (HRs) and 95% confidence intervals (CIs) for CRC risk according to quintiles (Q) of sugar and food intakes using Cox models adjusted for potential confounders. RESULTS As of December 2017, 4403 incident CRC cases were identified. Among all participants, multivariable-adjusted CRC HRs for Q2, Q3, Q4, and Q5 compared with Q1 for total sugars were 1.03 (95% CI: 0.94, 1.13), 1.05 (95% CI: 0.96, 1.16), 1.12 (95% CI: 1.01, 1.24), and 1.13 (95% CI: 1.01, 1.27), respectively. A similar positive association was observed for total fructose, glucose, fructose, and maltose but not for added sugars and sugary foods. The increased risk appeared to be limited to colon cancer and to be strongest among younger participants (i.e., 45-54 y at baseline); an association with CRC was observed for sugar-sweetened beverages in the latter group. Among racial and ethnic groups, increased risk of CRC was most apparent in Latinos. CONCLUSIONS In this diverse cohort, intakes of total sugar, total fructose, glucose, fructose, and maltose were associated with an increased risk of CRC, and the association was strongest for colon cancer, younger participants, and Latinos.
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Affiliation(s)
- Rieko Kanehara
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, United States; Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo, Japan.
| | - Song-Yi Park
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, United States
| | - Yuito Okada
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, United States
| | - Motoki Iwasaki
- Division of Epidemiology, National Cancer Center Institute for Cancer Control, Tokyo, Japan
| | - Shoichiro Tsugane
- Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo, Japan; International University of Health and Welfare Graduate School of Public Health, Tokyo, Japan
| | - Norie Sawada
- Division of Cohort Research, National Cancer Center Institute for Cancer Control, Tokyo, Japan
| | - Manami Inoue
- National Cancer Center Institute for Cancer Control, Tokyo, Japan
| | - Christopher A Haiman
- Department of Population and Public Health Sciences, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, United States
| | - Lynne R Wilkens
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, United States
| | - Loïc Le Marchand
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, United States
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13
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Acuna N, Shariff-Marco S, Wu AH, Meltzer D, Inamdar P, Lim T, Le Marchand L, Haiman CA, Wilkens LR, Cheng I, Setiawan VW. The Association of Alcohol Outlet Density With Alcohol Intake: The Multiethnic Cohort. J Stud Alcohol Drugs 2024; 85:453-462. [PMID: 38335031 PMCID: PMC11289864 DOI: 10.15288/jsad.23-00138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 01/26/2024] [Indexed: 02/12/2024] Open
Abstract
OBJECTIVE Neighborhood characteristics have been shown to influence lifestyle behaviors. Here we characterized alcohol outlet density in Los Angeles County, CA, and Hawaii and assessed the association of alcohol outlet density with self-reported alcohol intake in the Multiethnic Cohort. METHOD Participants (n = 178,977) had their addresses geocoded at cohort entry (1993-1996) and appended to block group-level alcohol outlet densities (on- and off-premises). Multinomial logistic regression was performed to assess the association between self-reported alcohol intake and on- and off-premise alcohol outlet densities by each state. Stratified analysis was conducted by sex, race, and ethnicity. RESULTS Overall, we did not find associations between alcohol outlet density and self-reported alcohol intake in Los Angeles County, but we found that on-premise alcohol outlets were associated with 59% (odds ratio [OR] = 1.59, 95% CI [1.29, 1.96]) increased odds of consuming more than two drinks per day in Hawaii. Women living in neighborhoods with a high density of on-premise alcohol outlets (Los Angeles County: OR = 1.15, 95% CI [0.95, 1.40]; Hawaii: OR = 2.07, 95% CI [1.43, 3.01]) had an increased odds of more than two drinks per day. CONCLUSIONS This study suggests that neighborhood factors are associated with individual-level behaviors and that multilevel interventions may be needed.
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Affiliation(s)
- Nicholas Acuna
- Department of Population & Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Salma Shariff-Marco
- Department of Epidemiology & Biostatistics, University of California, San Francisco, California
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, California
| | - Anna H. Wu
- Department of Population & Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Dan Meltzer
- Department of Epidemiology & Biostatistics, University of California, San Francisco, California
| | - Pushkar Inamdar
- Department of Epidemiology & Biostatistics, University of California, San Francisco, California
| | - Tiffany Lim
- Center for Genetic Epidemiology, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Loïc Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
| | - Christopher A. Haiman
- Department of Population & Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California
- Center for Genetic Epidemiology, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Lynne R. Wilkens
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
| | - Iona Cheng
- Department of Epidemiology & Biostatistics, University of California, San Francisco, California
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, California
| | - Veronica Wendy Setiawan
- Department of Population & Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, California
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California
- Center for Genetic Epidemiology, Keck School of Medicine, University of Southern California, Los Angeles, California
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14
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Kang M, Wilkens LR, Wirth MD, Shivappa N, Hébert JR, Haiman CA, Le Marchand L, Park SY. Diet Quality and Risk of Bladder Cancer in the Multiethnic Cohort Study. Nutrients 2024; 16:1965. [PMID: 38931318 PMCID: PMC11206544 DOI: 10.3390/nu16121965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 06/05/2024] [Accepted: 06/07/2024] [Indexed: 06/28/2024] Open
Abstract
This study analyzed the overall quality of the diet using predefined indices, including the Healthy Eating Index-2015 (HEI-2015), the Alternative Healthy Eating Index-2010 (AHEI-2010), the alternate Mediterranean Diet (aMED) score, the Dietary Approaches to Stop Hypertension (DASH) score, and the Dietary Inflammatory Index (DII®), to explore their association with the risk of bladder cancer in the Multiethnic Cohort Study. Data were taken from 186,979 African American, Japanese American, Latino, Native Hawaiian, and non-Hispanic White participants aged 45-75 years, with 1152 incident cases of invasive bladder cancer during a mean follow-up period of 19.2 ± 6.6 years. Cox models were used to calculate hazard ratios (HRs) and 95% confidence intervals (CIs) with comprehensive adjustment for smoking. Comparing the highest vs. lowest diet quality score quintile, HRs (95% CIs) in men was 1.08 (0.86-1.36) for HEI-2015, 1.05 (0.84-1.30) for AHEI-2010, 1.01 (0.80-1.27) for aMED, 1.13 (0.90-1.41) for DASH, and 0.96 (0.76-1.21) for DII®, whereas the corresponding HRs for women were 0.75 (0.53-1.07), 0.64 (0.45-0.92), 0.60 (0.40-0.88), 0.66 (0.46-0.95), and 0.63 (0.43-0.90) with all p values for trend <0.05. The inverse association found in women did not vary by smoking status or race and ethnicity. Our findings suggest that adopting high-quality diets may reduce the risk of invasive bladder cancer among women in a multiethnic population.
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Affiliation(s)
- Minji Kang
- Department of Food and Nutrition, Duksung Women’s University, Seoul 01369, Republic of Korea
| | - Lynne R. Wilkens
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA; (L.R.W.); (L.L.M.); (S.-Y.P.)
| | - Michael D. Wirth
- College of Nursing, University of South Carolina, Columbia, SC 29208, USA;
- Department of Epidemiology and Biostatistics, Cancer Prevention and Control Program, Arnold School of Public Health, University of South Carolina, Columbia, SC 29208, USA; (N.S.); (J.R.H.)
| | - Nitin Shivappa
- Department of Epidemiology and Biostatistics, Cancer Prevention and Control Program, Arnold School of Public Health, University of South Carolina, Columbia, SC 29208, USA; (N.S.); (J.R.H.)
- Department of Nutrition, Connecting Health Innovations LLC, Columbia, SC 29201, USA
| | - James R. Hébert
- Department of Epidemiology and Biostatistics, Cancer Prevention and Control Program, Arnold School of Public Health, University of South Carolina, Columbia, SC 29208, USA; (N.S.); (J.R.H.)
- Department of Nutrition, Connecting Health Innovations LLC, Columbia, SC 29201, USA
| | - Christopher A. Haiman
- Department of Population and Public Health Sciences, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90033, USA;
| | - Loïc Le Marchand
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA; (L.R.W.); (L.L.M.); (S.-Y.P.)
| | - Song-Yi Park
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA; (L.R.W.); (L.L.M.); (S.-Y.P.)
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15
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Miller C, Boushey C, Benny P, Ma S, Huang J, Lim E, Lee MJ. Diet quality predicts hypertensive disorders of pregnancy in Asian and Pacific Islander Cohort. Nutr Health 2024; 30:243-252. [PMID: 35754336 PMCID: PMC11482637 DOI: 10.1177/02601060221109668] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background: There is limited data on diet quality during pregnancy and its impact on hypertensive disorders of pregnancy (HDP). Aim: Examine the association with diet quality and development of HDP in an Asian and Pacific Islander Cohort Methods: Pregnant women from the 4 largest ethnic groups in Hawai'i were recruited for participation. Participants completed a food frequency questionnaire during each trimester. Adherence to three diet quality indices (DQIs) were scored-The Healthy Eating Index (HEI), The Alternate Mediterranean Diet score (aMED), and the Dietary approaches to Stop Hypertension (DASH) score. Mean scores were compared among those who did and did not develop HDP. Logistic Regression models were used to examine the association between diet quality and HDP accounting for confounders (age, parity, obesity, ethnicity, gestational weight gain). Results: Among 55 participants with complete follow-up, there was a high incidence of HDP (23%). There was no significant change of DQIs over time. Non-Hispanic White participants had higher DQIs than Filipinas, Japanese, or Native Hawaiians (not statistically significant). Across gestation, participants who did not have HDP had better diet quality than those who did. Logistic regression showed that HEI and DASH indices are predictive of HDP development, with the high DASH diet score having the greatest reduced odds. Every point higher of DASH diet score portended approximately 30% reduced odds of developing HDP. Conclusions: The DASH diet had the strongest association with reduced odds of HDP, but better diet quality in any of the indices was also predictive.
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Affiliation(s)
- Corrie Miller
- Department of Obstetrics, Gynecology and Women's Health, John A Burns School of Medicine, University of Hawai'i, Manoa, Honolulu, HI, USA
| | - Carol Boushey
- Epidemiology Program, University of Hawai'i Cancer Center, Honolulu, HI, USA
| | - Paula Benny
- Department of Obstetrics, Gynecology and Women's Health, John A Burns School of Medicine, University of Hawai'i, Manoa, Honolulu, HI, USA
| | - Shani Ma
- Department of Obstetrics, Gynecology and Women's Health, John A Burns School of Medicine, University of Hawai'i, Manoa, Honolulu, HI, USA
| | - Joyce Huang
- Department of Obstetrics, Gynecology and Women's Health, John A Burns School of Medicine, University of Hawai'i, Manoa, Honolulu, HI, USA
| | - Eunjung Lim
- Department of Quantitative Health Sciences, John A Burns School of Medicine, University of Hawai'i, Manoa, Honolulu, HI, USA
| | - Men-Jean Lee
- Department of Obstetrics, Gynecology and Women's Health, John A Burns School of Medicine, University of Hawai'i, Manoa, Honolulu, HI, USA
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16
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Kim J, Wilkens LR, Haiman CA, Le Marchand L, Park SY. Plant-based dietary patterns and mortality from all causes, cardiovascular disease, and cancer: The Multiethnic Cohort Study. Clin Nutr 2024; 43:1447-1453. [PMID: 38703511 DOI: 10.1016/j.clnu.2024.04.035] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 04/12/2024] [Accepted: 04/25/2024] [Indexed: 05/06/2024]
Abstract
BACKGROUND & AIMS Plant-based dietary patterns have been associated with lower risk of cardiovascular disease (CVD), some cancers, and related mortality in U.S. POPULATIONS However, the quality of plant foods has rarely been considered in the association between plant-based diets and mortality, especially in a population with various racial and ethnic backgrounds. We investigated whether the adherence to plant-based dietary patterns and the healthiness of plant foods are associated with mortality from all causes, CVD, and cancer and evaluated how the association varies by race and ethnicity. METHODS A total of 144,729 African American, Japanese American, Latino, Native Hawaiian, and White men and women who participated in the Multiethnic Cohort Study (1993-2019) were included. Cox models were used to estimate HR and 95% CI of mortality from all causes, CVD, and cancer across quintiles of three plant-based diet scores: overall plant-based diet index (PDI), healthful plant-based diet index (hPDI), and unhealthful plant-based diet index (uPDI). RESULTS Over an average 21 years of follow-up, we identified 65,087 deaths, including 18,663 from CVD and 16,171 from cancer. Comparing the highest versus lowest quintiles, greater scores of PDI and hPDI were associated with a lower risk of all-cause mortality in both men (HR = 0.85, 95% CI: 0.82-0.89 for PDI; HR = 0.88, 95% CI: 0.85-0.91 for hPDI; both P for trend <0.0001) and women (HR = 0.89, 95% CI: 0.86-0.93 for PDI; HR = 0.86, 95% CI: 0.83-0.89 for hPDI; both P for trend <0.0001). An increased risk of all-cause mortality with uPDI was observed only in women (HR = 1.11, 95% CI: 1.07-1.15, P for trend <0.0001; P for heterogeneity by sex = 0.019). A similar trend was shown for CVD mortality with a significant increase in risk with uPDI for both men and women. PDI was associated with a lower risk of cancer mortality in men (HR = 0.86, 95% CI: 0.80-0.92, P for trend <0.0001), while neither hPDI nor uPDI was associated in either sex. Compared with the other racial and ethnic groups within each sex, the association of uPDI with all-cause mortality was stronger in White men (P for heterogeneity by race and ethnicity = 0.009) and weaker in Latino women (P for heterogeneity = 0.002). CONCLUSION A healthy plant-based dietary pattern emphasizing the quality of plant foods was associated with a lower risk of all-cause and CVD mortality in both men and women, although the magnitude of the associations varied across racial and ethnic groups.
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Affiliation(s)
- Jihye Kim
- Department of Genetics and Biotechnology, College of Life Sciences, Kyung Hee University, Yongin, South Korea.
| | - Lynne R Wilkens
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Christopher A Haiman
- Department of Population and Public Health Sciences, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
| | - Loïc Le Marchand
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Song-Yi Park
- Population Sciences in the Pacific Program, University of Hawaii Cancer Center, Honolulu, HI, USA
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Klapp R, Nimptsch K, Pischon T, Wilkens LR, Lim U, Guillermo C, Setiawan VW, Shepherd JA, Le Marchand L, Maskarinec G. The association of a healthy lifestyle index and imaging-based body fat distribution with glycemic status and Type 2 diabetes in the Multi Ethnic Cohort: a cross-sectional analysis. Eur J Clin Nutr 2024; 78:236-242. [PMID: 38097807 PMCID: PMC11323202 DOI: 10.1038/s41430-023-01381-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 11/23/2023] [Accepted: 11/27/2023] [Indexed: 03/13/2024]
Abstract
INTRODUCTION As several behaviors captured by the Lifestyle Risk Factor Index (LSRI) are protective against Type 2 diabetes (T2D) and may affect body fat distribution, we examined its relation with both outcomes. METHODS In a subset of the Multiethnic Cohort, participants from five ethnic groups (60-77 years) were assigned LSRI scores (one point each for consuming <1 (women)/<2 (men) alcoholic drinks/day, ≥1.5 physical activity hours/week, not smoking, and adhering to ≥3/7 dietary recommendations). All participants completed an extensive Quantitative Food Frequency Questionnaire to allow estimation of adherence to intake recommendations for fruits, vegetables, refined and whole grains, fish, processed and non-processed meat. Glycemic/T2D status was classified according to self-reports and fasting glucose. We estimated prevalence odds ratios (POR) of LSRI with glycemic/T2D status and DXA- and MRI-based body fat distribution using logistic regression. RESULTS Of 1713 participants, 43% had normoglycemia, 30% Pre-T2D, 9% Undiagnosed T2D, and 18% T2D. Overall, 39% scored 0-2, 49% 3, and 12% 4 LSRI points. T2D prevalence was 55% (POR 0.45; 95% confidence intervals 0.27, 0.76) lower for 4 vs. 0-2 LSRI points with weaker associations for abnormal glycemic status. Despite the low adherence to dietary recommendations (22%), this was the only component related to lower T2D prevalence. The inverse LSRI-T2D association was only observed among Latinos and Japanese Americans in ethnic-specific models. Visceral fat measures were higher in T2D patients and attenuated the LSRI-T2D association. CONCLUSION These findings support the role of a healthy lifestyle, especially diet, in T2D prevention with differences across ethnicity.
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Affiliation(s)
- Rebecca Klapp
- University of Hawai'i Cancer Center, Honolulu, HI, USA
| | | | - Tobias Pischon
- Max Delbrück Centrum für Molekulare Medizin, Berlin, Germany
| | | | - Unhee Lim
- University of Hawai'i Cancer Center, Honolulu, HI, USA
| | | | | | | | | | - Gertraud Maskarinec
- University of Hawai'i Cancer Center, Honolulu, HI, USA.
- Max Delbrück Centrum für Molekulare Medizin, Berlin, Germany.
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Parker HW, Oaks BM, Buchanan AL, Vadiveloo MK. Modified-Weight Healthy Eating Index-2015 Scores Are More Strongly Associated With Mortality Risk Than Standard Scores. J Acad Nutr Diet 2024; 124:331-345. [PMID: 37777111 PMCID: PMC10922100 DOI: 10.1016/j.jand.2023.09.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 09/20/2023] [Accepted: 09/25/2023] [Indexed: 10/02/2023]
Abstract
BACKGROUND Various diet quality scores are consistently and similarly associated with mortality risk. Emerging evidence suggests that individual diet quality components are differentially associated with mortality risk, but it is unclear whether or not modified weights reflective of relative component differences would strengthen mortality associations. OBJECTIVE This study examined whether Healthy Eating Index 2015 (HEI-2015) scores with modified (vs standard) component weights are differentially associated with mortality risk. DESIGN This was a longitudinal analysis of the National Health and Nutrition Examination Survey III (1988-94) with 23 years of mortality follow-up. The HEI-2015 and modified-weight scores were calculated from one 24-hour recall. The a priori Key Facets HEI was a subset score equivalently weighting fruits, vegetables, whole grains, and seafood and plant proteins. In the least absolute shrinkage and selection operator regression-weighted HEI, components were assigned weights reflecting relative mortality risk associations. PARTICIPANTS/SETTING Analyses included 10,789 US adults (aged 20 years and older) who were not pregnant and without prior diabetes, cancer, cardiovascular disease, or chronic kidney disease diagnoses. MAIN OUTCOME MEASURES All-cause and cardiovascular disease mortality risk were the primary outcomes examined. STATISTICAL ANALYSES PERFORMED Three energy-adjusted HEI scores were assigned to quintiles; covariate-adjusted sex-stratified Cox models with age as the timescale assessed associations between and trends across quintiles of HEI scores and all-cause and cardiovascular disease mortality risk. RESULTS Modified-weight HEI scores were associated with 23% to 38% reduced all-cause mortality risk in the highest vs lowest quintile, whereas comparisons were only significant for women (Key Facets P = 0.02 and least absolute shrinkage and selection operator regression-weighted P = 0.001; for men P = 0.06 on both scores), trends across quintiles of modified-weight scores were significant for men and women. The HEI-2015 was not significantly associated with all-cause mortality risk, and none of the scores were associated with cardiovascular disease mortality risk. CONCLUSIONS Only modified-weight HEI scores were associated with reduced all-cause mortality risk. Findings suggest modified diet quality weighting schemes warrant further examination to determine their replicability.
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Affiliation(s)
- Haley W Parker
- Department of Nutrition, University of Rhode Island, Kingston, Rhode Island
| | - Brietta M Oaks
- Department of Nutrition, University of Rhode Island, Kingston, Rhode Island
| | - Ashley L Buchanan
- Department of Nutrition, University of Rhode Island, Kingston, Rhode Island
| | - Maya K Vadiveloo
- Department of Pharmacy, University of Rhode Island, Kingston, Rhode Island.
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Park SY, Setiawan VW, Crimmins EM, White LR, Wu AH, Cheng I, Darst BF, Haiman CA, Wilkens LR, Le Marchand L, Lim U. Racial and Ethnic Differences in the Population-Attributable Fractions of Alzheimer Disease and Related Dementias. Neurology 2024; 102:e208116. [PMID: 38232335 PMCID: PMC11097758 DOI: 10.1212/wnl.0000000000208116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 11/22/2023] [Indexed: 01/19/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Previous studies estimated that modifiable risk factors explain up to 40% of the dementia cases in the United States and that this population-attributable fraction (PAF) differs by race and ethnicity-estimates of future impact based on the risk factor prevalence in contemporary surveys. The aim of this study was to determine the race-specific and ethnicity-specific PAF of late-onset Alzheimer disease and related dementias (ADRDs) based on the risk factor prevalence and associations observed on the same individuals within a prospective cohort. METHODS Data were from Multiethnic Cohort Study participants (African American, Japanese American, Latino, Native Hawaiian, and White) enrolled in Medicare Fee-for-Service. We estimated the PAF based on the prevalence of risk factors at cohort baseline and their mutually adjusted association with subsequent ADRD incidence. Risk factors included low educational attainment and midlife exposures to low neighborhood socioeconomic status, unmarried status, history of hypertension, stroke, diabetes or heart disease, smoking, physical inactivity, short or long sleep duration, obesity, and low-quality diet, as well as APOE ε4 for a subset. RESULTS Among 91,881 participants (mean age 59.3 at baseline, 55.0% female participants), 16,507 incident ADRD cases were identified from Medicare claims (1999-2016, mean follow-up 9.3 years). The PAF for nongenetic factors combined was similar in men (24.0% [95% CI 21.3-26.6]) and women (22.8% [20.3-25.2]) but varied across Japanese American (14.2% [11.1-17.2]), White (21.9% [19.0-24.7]), African American (27.8% [22.3-33.0]), Native Hawaiian (29.3% [21.0-36.7]), and Latino (33.3% [27.5-38.5]) groups. The combined PAF was attenuated when accounting for competing risk of death, in both men (10.4%) and women (13.9%) and across racial and ethnic groups (4.7%-25.5%). The combined PAF was also different by age at diagnosis and ADRD subtypes, higher for younger (65-74 years: 43.2%) than older (75-84 years: 32.4%; ≥85 years: 11.3%) diagnoses and higher for vascular or unspecified ADRD than for AD or Lewy body dementia. An additional PAF of 11.8% (9.9-13.6) was associated with APOE ε4, which together with nongenetic risk factors accounted for 30.6% (25.8-35.1) of ADRD. DISCUSSION Known risk factors explained about a third of the ADRD cases but with unequal distributions across racial and ethnic groups.
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Affiliation(s)
- Song-Yi Park
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Veronica Wendy Setiawan
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Eileen M Crimmins
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Lon R White
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Anna H Wu
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Iona Cheng
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Burcu F Darst
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Christopher A Haiman
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Lynne R Wilkens
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Loїc Le Marchand
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
| | - Unhee Lim
- From the Population Sciences in the Pacific Program (S.-Y.P., L.R. Wilkens, L.L.M., U.L.), University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu; Department of Population and Public Health Sciences (V.W.S., A.H.W., C.A.H.), Keck School of Medicine and Norris Comprehensive Cancer Center, and Leonard Davis School of Gerontology (E.M.C.), Andrus Gerontology Center, University of Southern California, Los Angeles; Pacific Health Research and Education Institute (L.R. White), Honolulu, HI; Department of Epidemiology and Biostatistics (I.C.), University of California, San Francisco; and Public Health Sciences Division (B.F.D.), Fred Hutchinson Cancer Center, Seattle, WA
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Tsuzaki J, Maskarinec G, Mapa V, Shvetsov YB, Park SY, Monroe KR, Lim U, Le Marchand L, Boushey CJ. Diet Quality and Body Mass Index Over 20 Years in the Multiethnic Cohort. J Acad Nutr Diet 2024; 124:194-204. [PMID: 36758897 PMCID: PMC10404631 DOI: 10.1016/j.jand.2023.02.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 01/15/2023] [Accepted: 02/02/2023] [Indexed: 02/10/2023]
Abstract
BACKGROUND With increasing rates of overweight and obesity and disparities by ethnicity, it is important to understand the role of diet in ameliorating this health problem. OBJECTIVE This study examined the relation of diet quality as measured by the Healthy Eating Index 2015 with body mass index (BMI; calculated as kg/m2) and obesity among participants of the Multiethnic Cohort (MEC) in cross-sectional analyses at 3 time points (T-1, T-2, and T-3) over 20 years. DESIGN In a subset of 1,860 MEC participants, 3 cross-sectional analyses at cohort entry (1993 to 1996, T-1) and follow-ups in 2003 to 2008 (T-2) and 2013 to 2016 (T-3) were performed. PARTICIPANTS/SETTING The cohort consists of African American, Native Hawaiian, Japanese American, Latino, and White adults in Hawaii and California; mean age was 48 years at T-1. MAIN OUTCOME MEASURE BMI and weight status in relation to diet quality were measured. STATISTICAL ANALYSIS Linear and multinomial logistic regressions were applied to analyze the relation of diet quality with BMI and obesity, while adjusting for known confounders. RESULTS Healthy Eating Index 2015 increased by 6.1 and 5.1 units for men and women, respectively, from T-1 to T-3; the respective values for BMI were 1.5 and 2.4. Diet quality was inversely associated with BMI across time: BMI was lower by -0.47, -0.72, and -0.92 units for every 10-point increase in Healthy Eating Index 2015 scores at T-1, T-2, and T-3, respectively (P < .0001 for all). During the 20 years, the association was consistently high among Japanese American participants (-0.79, -0.87, and -1.02) and weakest in African American cohort members (-0.34, -0.37, and -0.40). Higher diet quality was related to lower odds of having obesity at all 3 time points; prevalence odds ratios were 0.72, 0.57, and 0.60. CONCLUSIONS These findings suggest that consuming a high-quality diet is related to lower BMI and rates of overweight and obesity but with the strongest association at an older age. To understand the ethnic differences, investigations of dietary habits and behaviors and/or fat distribution patterns will be needed in the future.
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Affiliation(s)
- Jenna Tsuzaki
- University of Hawaii Cancer Center, Honolulu, Hawaii
| | | | | | | | - Song-Yi Park
- University of Hawaii Cancer Center, Honolulu, Hawaii
| | | | - Unhee Lim
- University of Hawaii Cancer Center, Honolulu, Hawaii
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Merritt MA, Lim U, Lampe JW, Kaenkumchorn T, Boushey CJ, Wilkens LR, Shepherd JA, Ernst T, Le Marchand L. Dietary intake and visceral adiposity in older adults: The Multiethnic Cohort Adiposity Phenotype study. Obes Sci Pract 2024; 10:e734. [PMID: 38259353 PMCID: PMC10802887 DOI: 10.1002/osp4.734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Revised: 12/01/2023] [Accepted: 12/29/2023] [Indexed: 01/24/2024] Open
Abstract
Background There are established links between the accumulation of body fat as visceral adipose tissue (VAT) and the risk of developing obesity-associated metabolic disease. Previous studies have suggested that levels of intake of specific foods and nutrients are associated with VAT accumulation after accounting for total energy intake. Objective This study assessed associations between a priori selected dietary factors on VAT quantified using abdominal magnetic resonance imaging. Methods The cross-sectional Multiethnic Cohort Adiposity Phenotype Study included n = 395 White, n = 274 Black, n = 269 Native Hawaiian, n = 425 Japanese American and n = 358 Latino participants (mean age = 69 years ± 3 SD). Participants were enrolled stratified on sex, race, ethnicity and body mass index. General linear models were used to estimate the mean VAT area (cm2) for participants categorized into quartiles based on their dietary intake of selected foods/nutrients adjusting for age, sex, racial and ethnic groups, the total percentage fat from whole-body dual energy X-ray absorptiometry and total energy. Results There were significant inverse associations with VAT for dietary intake of total vegetables, total fruits (including juice), cereals, whole grains, calcium, copper and dietary fiber (p-trend ≤0.04). Positive trends were observed for VAT for participants who reported higher intake of potatoes, total fat and saturated fatty acids (SFA) (p-trend ≤0.02). Foods/nutrients that met the multiple testing significance threshold were total fruits, whole grains, copper, dietary fiber and SFA intake. Conclusions These results highlight foods and nutrients including SFA, total fruit, whole grains, fiber and copper as potential candidates for future research to inform dietary guidelines for the prevention of chronic disease among older adults.
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Affiliation(s)
- Melissa A. Merritt
- The Daffodil CentreThe University of Sydney, a Joint Venture with Cancer Council NSWSydneyNew South WalesAustralia
- Faculty of Medicine and HealthThe University of SydneySydneyNew South WalesAustralia
- Cancer Epidemiology ProgramUniversity of Hawaii Cancer CenterUniversity of HawaiiHonoluluHawaiiUSA
| | - Unhee Lim
- Cancer Epidemiology ProgramUniversity of Hawaii Cancer CenterUniversity of HawaiiHonoluluHawaiiUSA
| | - Johanna W. Lampe
- Division of Public Health SciencesFred Hutchinson Cancer Research CenterSeattleWashingtonUSA
| | - Tanyaporn Kaenkumchorn
- Division of Pediatric Gastroenterology, Hepatology, and NutritionDepartment of PediatricsSeattle Children's HospitalSeattleWashingtonUSA
| | - Carol J. Boushey
- Cancer Epidemiology ProgramUniversity of Hawaii Cancer CenterUniversity of HawaiiHonoluluHawaiiUSA
| | - Lynne R. Wilkens
- Cancer Epidemiology ProgramUniversity of Hawaii Cancer CenterUniversity of HawaiiHonoluluHawaiiUSA
| | - John A. Shepherd
- Cancer Epidemiology ProgramUniversity of Hawaii Cancer CenterUniversity of HawaiiHonoluluHawaiiUSA
| | - Thomas Ernst
- Department of Diagnostic Radiology and Nuclear MedicineUniversity of MarylandBaltimoreMarylandUSA
| | - Loïc Le Marchand
- Cancer Epidemiology ProgramUniversity of Hawaii Cancer CenterUniversity of HawaiiHonoluluHawaiiUSA
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Maskarinec G, Kristal BS, Wilkens LR, Quintal G, Bogumil D, Setiawan VW, Le Marchand L. Risk Factors for Type 2 Diabetes in the Multiethnic Cohort. Can J Diabetes 2023; 47:627-635.e2. [PMID: 37406880 PMCID: PMC10761589 DOI: 10.1016/j.jcjd.2023.06.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 06/21/2023] [Accepted: 06/23/2023] [Indexed: 07/07/2023]
Abstract
OBJECTIVES In this report, we investigated the association between established risk factors and type 2 diabetes (T2D) across 5 distinct ethnic groups and explored differences according to T2D definition within the Multiethnic Cohort (MEC) Study. METHODS Using the full MEC, with participants in Hawaii and Los Angeles (N=172,230), we applied Cox regression to estimate hazard ratios (HRs) and 95% confidence intervals (CIs). All participants completed questionnaires asking about demographics, anthropometrics, lifestyle factors, and regular diet. T2D status was determined from self-reported diagnosis/medication and Medicare claims. We assessed the associations between well-established risk factors and T2D in the full cohort, after stratification by ethnic group, according to the T2D definition, and in a biorepository subset. Effect modification by ethnicity was evaluated using Wald's tests. RESULTS Overall, 46,500 (27%) participants had an incident T2D diagnosis after a mean follow-up of 17.1±6.9 years. All predictors were significantly associated with T2D: overweight (HR=1.74), obesity (HR=2.90), red meat intake (HR=1.15), short (HR=1.04) and long (HR=1.08) sleep duration, and smoking (HR=1.26) predicted a significantly higher T2D incidence, whereas coffee (HR=0.90) and alcohol (HR=0.78) consumption, physical activity (HR=0.89), and diet quality (HR=0.96) were associated with lower T2D incidence. The strength of these associations was similar across ethnic groups with noteworthy disparities for overweight/obesity, physical activity, alcohol intake, coffee consumption, and diet quality. CONCLUSIONS These findings confirm the importance of known risk factors for T2D across ethnic groups, but small differences were detected that may contribute to disparate incidence rates in some ethnic groups, especially for obesity and physical activity.
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Affiliation(s)
- Gertraud Maskarinec
- Population Sciences in the Pacific, University of Hawaii Cancer Center, Honolulu, Hawaii, United States.
| | - Bruce S Kristal
- Division of Sleep Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, United States
| | - Lynne R Wilkens
- Population Sciences in the Pacific, University of Hawaii Cancer Center, Honolulu, Hawaii, United States
| | - Gino Quintal
- Population Sciences in the Pacific, University of Hawaii Cancer Center, Honolulu, Hawaii, United States
| | - David Bogumil
- Preventive Medicine, University of Southern California, Los Angeles, California, United States
| | - Veronica W Setiawan
- Preventive Medicine, University of Southern California, Los Angeles, California, United States
| | - Loïc Le Marchand
- Population Sciences in the Pacific, University of Hawaii Cancer Center, Honolulu, Hawaii, United States
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Zhai L, Pan H, Cao H, Zhao S, Yao P. Reliability and validity of a semi-quantitative food frequency questionnaire: dietary intake assessment among multi-ethnic populations in Northwest China. JOURNAL OF HEALTH, POPULATION, AND NUTRITION 2023; 42:111. [PMID: 37858218 PMCID: PMC10585915 DOI: 10.1186/s41043-023-00452-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 10/06/2023] [Indexed: 10/21/2023]
Abstract
BACKGROUND Few multi-ethnic dietary culture-sensitive food frequency questionnaires (FFQ) have been developed due to the complexity and diversity of cooking methods and styles. This study aimed to develop and validate a specific FFQ among multi-ethnic groups in Northwest China. METHODS In the reliability study, 139 participants aged 20-65 completed two identical FFQs separated by 3 months. The relative validation of the FFQ was assessed by three 24-h recalls (24HR) employed in the interval of two FFQs, as a reference. Stratified analyses were also conducted by the major ethnic groups (Han nationality or Ethnic minority). RESULTS For reproducibility, the median (range) of Spearman's correlation coefficients (SCC) was 0.71 (0.43-0.84) for nutrients. The intra-class correlation coefficients (ICC) covered a spectrum from 0.39 to 0.78 (median: 0.64). Meanwhile, the weighted kappa values ranged from 0.11 to 0.64. For validity, the median (range) of Pearson's correlation coefficients derived from the energy unadjusted and the adjusted values between FFQ and 24HR were 0.61 (0.12-0.79) and 0.56 (0.12-0.77), respectively. The results of correlation coefficients were similar between the two ethnic groups. Moreover, the Bland-Altman plots likewise demonstrated a satisfactory level of agreement between the two methods. CONCLUSIONS The FFQ showed acceptable reproducibility and moderate relative validity for evaluating dietary intake among multi-ethnic groups in northwest China. It could be a credible nutritional screening tool for forthcoming epidemiological surveys of these populations.
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Affiliation(s)
- Leilei Zhai
- The First Department of Gastroenterology, The First Affiliated Hospital of Xinjiang Medical University, No.393, Xinyi Road, Urumqi, 830011, Xinjiang Uygur Autonomous Region, China
| | - Huiyue Pan
- The First Department of Gastroenterology, The First Affiliated Hospital of Xinjiang Medical University, No.393, Xinyi Road, Urumqi, 830011, Xinjiang Uygur Autonomous Region, China
| | - Hanqi Cao
- The First Department of Gastroenterology, The First Affiliated Hospital of Xinjiang Medical University, No.393, Xinyi Road, Urumqi, 830011, Xinjiang Uygur Autonomous Region, China
| | - Shupeng Zhao
- The First Department of Gastroenterology, The First Affiliated Hospital of Xinjiang Medical University, No.393, Xinyi Road, Urumqi, 830011, Xinjiang Uygur Autonomous Region, China
| | - Ping Yao
- The First Department of Gastroenterology, The First Affiliated Hospital of Xinjiang Medical University, No.393, Xinyi Road, Urumqi, 830011, Xinjiang Uygur Autonomous Region, China.
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Wang A, Wan P, Hebert JR, Le Marchand L, Wilkens LR, Haiman CA. Atopic allergic conditions and prostate cancer risk and survival in the Multiethnic Cohort study. Br J Cancer 2023; 129:974-981. [PMID: 37488447 PMCID: PMC10491765 DOI: 10.1038/s41416-023-02364-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 06/20/2023] [Accepted: 07/05/2023] [Indexed: 07/26/2023] Open
Abstract
BACKGROUND Previous studies investigating relationship between atopic allergic conditions (AACs)-a highly reactive immune state-and prostate cancer (PCa) risk were inconclusive, and few have studied diverse racial/ethnic populations. METHODS We analysed 74,714 men aged ≥45 years at enrollment in Multiethnic Cohort study. Using multivariable Cox regression, we estimated hazard ratios (HRs) and 95% confidence intervals (CIs) for self-reported AAC status on PCa outcomes. RESULTS Through 2017, 8697 incident PCa and 1170 related deaths occurred. Twenty-one percent of men reported a history of AACs. AACs were not associated with incident PCa (HR = 0.98, 95% CI: 0.93-1.03) but were significantly inversely associated with PCa mortality (HR = 0.79, 95% CI: 0.67-0.92). This inverse association was consistently observed across all racial/ethnic groups (HR range: 0.60-0.90). Among men diagnosed with PCa, AACs were inversely associated with PCa-specific death (HR = 0.75, 95% CI: 0.63-0.89). Adjusting for potential confounding effect of PSA screening did not meaningfully change the results. No significant heterogeneity was observed in the effect of AACs on PCa incidence or mortality by Dietary Inflammatory Index. CONCLUSIONS Hyper-allergic conditions were not associated with PCa incidence but were inversely associated with PCa mortality, suggesting a potential role in reducing tumour progression. Further aetiological research is warranted to understand underlying mechanisms.
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Affiliation(s)
- Anqi Wang
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, US
| | - Peggy Wan
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, US
| | - James R Hebert
- Cancer Prevention and Control Program, Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, US
| | - Loic Le Marchand
- Epidemiology Program, Cancer Research Center, University of Hawaii, Honolulu, HI, US
| | - Lynne R Wilkens
- Epidemiology Program, Cancer Research Center, University of Hawaii, Honolulu, HI, US
| | - Christopher A Haiman
- Center for Genetic Epidemiology, Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, US.
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25
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Kang M, Boushey CJ, Shvetsov YB, Setiawan VW, Paik HY, Wilkens LR, Le Marchand L, Park SY. Changes in Diet Quality over 10 Years and Subsequent Mortality from Cardiovascular Disease in the Multiethnic Cohort Study. Nutrients 2023; 15:3482. [PMID: 37571419 PMCID: PMC10421371 DOI: 10.3390/nu15153482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 08/03/2023] [Accepted: 08/05/2023] [Indexed: 08/13/2023] Open
Abstract
This study investigated how diet quality changes over a ten-year period, assessed using the following four diet quality indexes, the Healthy Eating Index-2015 (HEI-2015), Alternative Healthy Eating Index-2010 (AHEI-2010), alternate Mediterranean Diet (aMED), and Dietary Approaches to Stop Hypertension (DASH), were related to mortality from cardiovascular disease (CVD) in the Multiethnic Cohort Study. The analysis included 61,361 participants who completed both the 1993-1996 baseline survey and the 2003-2008 10-year follow-up surveys. Over the mean follow-up period of 13 years after the 10-year survey, 4174 deaths from CVD were identified. Hazard ratios (HRs) and 95% confidence intervals (CIs) were estimated using multivariable Cox models. Increases in diet quality scores were associated with a reduced risk of CVD mortality for all indexes: HRs per one SD increment of 0.94 to 0.99 (HR (95% CI), 0.96 (0.92-1.01) for HEI-2015, 0.96 (0.91-1.01) for AHEI-2010, 0.99 (0.94-1.04) for aMED, and 0.94 (0.89-0.99) for DASH) in men and 0.88 to 0.92 (0.88 (0.84-0.92) for HEI-2015, 0.90 (0.85-0.95) for AHEI-2010, 0.89 (0.84-0.95) for aMED, and 0.92 (0.87-0.96) for DASH) in women. The inverse association generally did not vary by race and ethnicity, age, body mass index, smoking, and hypertension in each sex. Our findings suggest that improving diet quality and maintaining a high-quality diet over time may help reduce the risk of CVD mortality and could also be beneficial for those at higher risk of CVD.
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Affiliation(s)
- Minji Kang
- Department of Food and Nutrition, Duksung Women’s University, Seoul 01369, Republic of Korea
| | - Carol J. Boushey
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA; (C.J.B.); (Y.B.S.); (L.R.W.); (L.L.M.); (S.-Y.P.)
| | - Yurii B. Shvetsov
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA; (C.J.B.); (Y.B.S.); (L.R.W.); (L.L.M.); (S.-Y.P.)
| | - Veronica W. Setiawan
- Department of Population and Public Health Sciences, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA 90089, USA;
| | - Hee-Young Paik
- Department of Food and Nutrition, Seoul National University, Seoul 08826, Republic of Korea;
- Center for Gendered Innovations for Science and Technology Research (GISTeR), Korea Federation of Women’s Science & Technology Associations, Seoul 06130, Republic of Korea
| | - Lynne R. Wilkens
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA; (C.J.B.); (Y.B.S.); (L.R.W.); (L.L.M.); (S.-Y.P.)
| | - Loïc Le Marchand
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA; (C.J.B.); (Y.B.S.); (L.R.W.); (L.L.M.); (S.-Y.P.)
| | - Song-Yi Park
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI 96813, USA; (C.J.B.); (Y.B.S.); (L.R.W.); (L.L.M.); (S.-Y.P.)
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26
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Chai W, Maskarinec G, Lim U, Boushey CJ, Wilkens LR, Setiawan VW, Le Marchand L, Randolph TW, Jenkins IC, Lampe JW, Hullar MA. Association of Habitual Intake of Probiotic Supplements and Yogurt with Characteristics of the Gut Microbiome in the Multiethnic Cohort Adiposity Phenotype Study. GUT MICROBIOME (CAMBRIDGE, ENGLAND) 2023; 4:e14. [PMID: 38468639 PMCID: PMC10927272 DOI: 10.1017/gmb.2023.10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/13/2024]
Abstract
Consumption of probiotics and/or yogurt could be a solution for restoring the balance of the gut microbiota. This study examined associations of regular intake of probiotic supplements or yogurt with the gut microbiota among a diverse population of older adults (N=1,861; 60-72 years). Fecal microbial composition was obtained from 16S rRNA gene sequencing (V1-V3 region). General Linear Models were used to estimate the associations of probiotic supplement or yogurt intake with microbiome measures adjusting for covariates. Compared to non-yogurt consumers (N=1,023), regular yogurt consumers (≥once/week, N=818) had greater Streptococcus (β=0.29, P=0.0003) and lower Odoribacter (β=-0.33, P<0.0001) abundance. The directions of the above associations were consistent across the five ethnic groups but stronger among Japanese Americans (Streptococcus: β=0.56, P=0.0009; Odoribacter: β=-0.62, P=0.0005). Regular intake of probiotic supplements (N=175) was not associated with microbial characteristics (i.e., alpha diversity and the abundance of 152 bacteria genera). Streptococcus is one of the predominant bacteria genera in yogurt products, which may explain the positive association between yogurt consumption and Streptococcus abundance. Our analyses suggest that changes in Odoribacter were independent of changes in Streptococcus abundance. Future studies may investigate whether these microbial genera and their sub-level species mediate potential pathways between yogurt consumption and health.
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Affiliation(s)
- Weiwen Chai
- Department of Nutrition and Health Sciences, University of Nebraska-Lincoln, Lincoln, NE
| | | | - Unhee Lim
- University of Hawai’i Cancer Center, Honolulu, HI
| | | | | | - V. Wendy Setiawan
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA
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Kim J, Setiawan VW, Wilkens LR, Le Marchand L, Park SY. Healthful Plant-Based Dietary Pattern and Risk of Hepatocellular Carcinoma in a Multiethnic Population: A Cohort Study. Am J Clin Nutr 2023; 118:194-200. [PMID: 37121551 PMCID: PMC10447474 DOI: 10.1016/j.ajcnut.2023.04.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 04/18/2023] [Accepted: 04/26/2023] [Indexed: 05/02/2023] Open
Abstract
BACKGROUND Plant-based dietary patterns assessed by a priori indices are associated with various health outcomes, but have rarely been examined in relation to liver cancer. OBJECTIVES This study investigated the associations between plant-based diets and risk of hepatocellular carcinoma (HCC) and evaluated whether the associations vary by sex and race and ethnicity. METHODS Data were from a total of 170,321 African American, Japanese American, Latino, Native Hawaiian, and White adults aged 45-75 y who completed a food frequency questionnaire in the Multiethnic Cohort Study. Cox models with adjustment for potential confounders were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) for HCC according to 3 plant-based diet scores: overall plant-based diet index (PDI), healthful plant-based diet index (hPDI), and unhealthful plant-based diet index (uPDI). RESULTS During a mean follow-up of 19.6 y, 722 incident HCC cases were identified. Multivariate-adjusted HR (95% CI) per 10-point increase was 0.82 (0.71-0.94) for PDI, 0.84 (0.74-0.96) for hPDI, and 1.08 (0.95-1.23) for uPDI. We found no significant differences by sex (all Pheterogeneity ≥ 0.53) or race and ethnicity (all Pheterogeneity ≥ 0.31). CONCLUSION Greater adherence to plant-based diets rich in healthy plant foods and low in less healthy plant foods is associated with a reduced risk of HCC in a multiethnic population.
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Affiliation(s)
- Jihye Kim
- Department of Genetics and Biotechnology, College of Life Science, Kyung Hee University, Yongin, South Korea.
| | - Veronica Wendy Setiawan
- Department of Population and Public Health Sciences, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, United States
| | - Lynne R Wilkens
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, United States
| | - Loïc Le Marchand
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, United States
| | - Song-Yi Park
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, United States
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Zhou K, Lim T, Dodge JL, Terrault NA, Wilkens LR, Setiawan VW. Population-attributable risk of modifiable lifestyle factors to hepatocellular carcinoma: The multi-ethnic cohort. Aliment Pharmacol Ther 2023; 58:89-98. [PMID: 37051717 PMCID: PMC10810233 DOI: 10.1111/apt.17523] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 01/21/2023] [Accepted: 04/03/2023] [Indexed: 04/14/2023]
Abstract
BACKGROUND AND AIMS Lifestyle factors are well associated with risk of hepatocellular carcinoma (HCC). However, the impact of reducing adverse lifestyle behaviours on population-level burden of HCC is uncertain. METHODS We conducted prospective analysis of the population-based multi-ethnic cohort (MEC) with linkage to cancer registries. The association of lifestyle factors (smoking, alcohol, diet quality assessed by alternate Mediterranean diet score, coffee drinking, physical activity and body mass index) with HCC incidence was examined using Cox regression. Population-attributable risk (PAR, %) for the overall, lean and overweight/obese populations was determined. RESULTS A total of 753 incident cases of HCC were identified in 181,346 participants over median follow-up of 23.1 years. Lifestyle factors associated with elevated HCC risk included former/current smoking, heavy alcohol use, poor diet quality, lower coffee intake and obesity, but not physical activity. The lifestyle factor with highest PAR was lower coffee intake (21.3%; 95% CI: 8.9%-33.0%), followed by current smoking (15.1%; 11.1%-19.0%), obesity (14.5%; 9.2%-19.8%), heavy alcohol use (7.1%; 3.5%-10.6%) and lower diet quality (4.1%; 0.1%-8.1%). The combined PAR of all high-risk lifestyle factors was 51.9% (95% CI: 30.1%-68.6%). A higher combined PAR was observed among lean (65.2%, 26.8%-85.7%) compared to overweight/obese (37.4%, 11.7%-58.3%) participants. Adjusting for viral hepatitis status in a linked MEC-Medicare dataset resulted in similar PAR results. CONCLUSIONS Modifying lifestyle factors, particularly coffee intake, may have a substantial impact on HCC burden in diverse populations, with greater impact among lean adults. Diet and lifestyle counselling should be incorporated into HCC prevention strategies.
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Affiliation(s)
- Kali Zhou
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA
- Research Center for Liver Diseases, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Tiffany Lim
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Jennifer L. Dodge
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA
- Research Center for Liver Diseases, Keck School of Medicine, University of Southern California, Los Angeles, CA
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Norah A. Terrault
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA
- Research Center for Liver Diseases, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Lynne R. Wilkens
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI
| | - V. Wendy Setiawan
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA
- Research Center for Liver Diseases, Keck School of Medicine, University of Southern California, Los Angeles, CA
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA
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John EM, Koo J, Ingles SA, Kurian AW, Hines LM. Changes in Breast Cancer Risk and Risk Factor Profiles among U.S.-Born and Immigrant Asian American Women Residing in the San Francisco Bay Area. Cancer Epidemiol Biomarkers Prev 2023; 32:666-677. [PMID: 36780232 PMCID: PMC10411517 DOI: 10.1158/1055-9965.epi-22-1128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 12/20/2022] [Accepted: 02/09/2023] [Indexed: 02/14/2023] Open
Abstract
BACKGROUND Breast cancer incidence rates in women of Asian descent have been increasing in the United States and Asia. METHODS In a case-control study of Asian American women from the San Francisco Bay Area, we assessed associations with birthplace and migration-related characteristics and compared risk factors between Asian American and non-Hispanic White women by birthplace and birth cohort. RESULTS Birthplace and migration-related characteristics were associated with breast cancer risk only among women in the younger birth cohort (1951-1984) that comprised 355 cases diagnosed at age ≤55 years and 276 sister and population controls. Breast cancer risk was marginally increased among foreign-born women [OR = 1.40; 95% confidence interval (CI), 0.97-2.03] and two-fold among foreign-born Chinese women (OR = 2.16; 95% CI, 1.21-3.88). Two-fold increased risks were associated with migration at age ≥40 years and longer U.S. residence (≥30 years or ≥75% of life). The education level was high among both cases and controls. Differences in the prevalence of risk factors by birthplace and birth cohort suggest temporal changes in reproductive and lifestyle-related factors. The prevalence in risk factors was similar between foreign-born and U.S.-born women in the younger birth cohort, and did not fully explain the observed associations with birthplace and other migration characteristics. CONCLUSIONS In contrast to studies from earlier decades, younger foreign-born Asian American women had a higher risk of breast cancer than U.S.-born Asian American women. IMPACT It is important and urgent to understand what factors drive the increasing burden of breast cancer in women of Asian descent and implement effective prevention programs.
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Affiliation(s)
- Esther M. John
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA
- Department of Medicine (Oncology), Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Jocelyn Koo
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Sue A. Ingles
- Department of Population and Public Health Sciences, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA, USA
| | - Allison W. Kurian
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA
- Department of Medicine (Oncology), Stanford University School of Medicine, Stanford, CA, USA
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Lisa M. Hines
- Department of Biology, University of Colorado at Colorado Springs, Colorado Springs, CO, USA
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Haslam DE, John EM, Knight JA, Li Z, Buys SS, Andrulis IL, Daly MB, Genkinger JM, Terry MB, Zhang FF. Diet Quality and All-Cause Mortality in Women with Breast Cancer from the Breast Cancer Family Registry. Cancer Epidemiol Biomarkers Prev 2023; 32:678-686. [PMID: 36857773 PMCID: PMC10066732 DOI: 10.1158/1055-9965.epi-22-1198] [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: 11/13/2022] [Revised: 02/17/2023] [Accepted: 02/28/2023] [Indexed: 03/03/2023] Open
Abstract
BACKGROUND The impact of diet on breast cancer survival remains inconclusive. We assessed associations of all-cause mortality with adherence to the four diet quality indices: Healthy Eating Index-2015 (HEI-2015), Alternative Healthy Eating Index (AHEI), Alternative Mediterranean Diet (aMED), and Dietary Approaches to Stop Hypertension (DASH). METHODS Dietary intake data were evaluated for 6,157 North American women enrolled in the Breast Cancer Family Registry who had been diagnosed with invasive breast cancer from 1993 to 2011 and were followed through 2018. Pre-diagnosis (n = 4,557) or post-diagnosis (n = 1,600) dietary intake was estimated through a food frequency questionnaire. During a median follow-up time of 11.3 years, 1,265 deaths occurred. Cox proportional hazards models were used to estimate multivariable-adjusted HR and 95% confidence intervals (CI). RESULTS Women in the highest versus lowest quartile of adherence to the HEI-2015, AHEI, aMED, and DASH indices had a lower risk of all-cause mortality. HR (95% CI) were 0.88 (0.74-1.04; Ptrend = 0.12) for HEI-2015; 0.82 (0.69-0.97; Ptrend = 0.02) for AHEI; 0.73 (0.59-0.92; Ptrend = 0.02) for aMED; and 0.78 (0.65-0.94; Ptrend = 0.006) for DASH. In subgroup analyses, the associations with higher adherence to the four indices were similar for pre- or post-diagnosis dietary intake and were confined to women with a body mass index <25 kg/m2 and women with hormone receptor positive tumors. CONCLUSIONS Higher adherence to the HEI-2015, AHEI, aMED, and DASH indices was associated with lower mortality among women with breast cancer. IMPACT Adherence to a healthy diet may improve survival of women with breast cancer.
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Affiliation(s)
- Danielle E. Haslam
- Friedman School of Nutrition Science and Policy, Tufts University, Boston, Massachusetts
| | - Esther M. John
- Departments of Epidemiology & Population Health and Medicine (Oncology), Stanford University of School of Medicine, Stanford, California
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California
| | - Julia A. Knight
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Zhongyu Li
- Friedman School of Nutrition Science and Policy, Tufts University, Boston, Massachusetts
| | - Saundra S. Buys
- Huntsman Cancer Institute at the University of Utah Health Sciences Center
| | - Irene L. Andrulis
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada
- Deparment of Molecular Genetics, University of Toronto, Toronto, Ontario, Canada
| | - Mary B. Daly
- Clinical Genetics, Fox Chase Cancer Center, Philadelphia, Pennsylvania, Salt Lake City, Utah
| | - Jeanine M. Genkinger
- Mailman School of Public Health, Columbia University
- Herbert Irving Comprehensive Cancer Center, New York City, New York
| | - Mary Beth Terry
- Mailman School of Public Health, Columbia University
- Herbert Irving Comprehensive Cancer Center, New York City, New York
| | - Fang Fang Zhang
- Friedman School of Nutrition Science and Policy, Tufts University, Boston, Massachusetts
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31
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Wilkens LR, Kang M, Park SY, Sawyer A, Boushey CJ, Au DLM, Paik HY, Le Marchand L, Haiman CA, Kolonel LN, Murphy SP. Validation and Comparison of Nutrient Intakes from Two Dietary Questionnaires Developed for the Multiethnic Cohort Study. J Acad Nutr Diet 2023; 123:655-663.e1. [PMID: 36191897 DOI: 10.1016/j.jand.2022.09.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 08/29/2022] [Accepted: 09/27/2022] [Indexed: 11/17/2022]
Abstract
BACKGROUND Quantitative food frequency questionnaires (QFFQs) are often used to measure dietary intakes in large cohort studies but the impact of updating these questionnaires over time is not often examined. OBJECTIVE This study compared nutrient intakes estimated from two different QFFQs to each other and to intakes calculated from three 24-hour dietary recalls (24HDRs). DESIGN This study used a cross-sectional design. PARTICIPANTS/SETTING PARTICIPANTS Participants (N = 352) were members of the Multiethnic Cohort Study from five racial and ethnic groups (African American, Japanese American, Latino American, Native Hawaiian, and White) who lived in Hawaii and Los Angeles. They were recruited in 2010 and asked to complete two QFFQs, two months apart, and three 24HDRs in the time between completion of the QFFQs. One questionnaire had been developed for a baseline survey (baseline QFFQ) at the start of the Multiethnic Cohort Study during 1993-1996, and the other was updated for a follow-up study 10 years later (10-year QFFQ). MAIN OUTCOME MEASURES Daily intakes of energy and nine nutrients were estimated from both QFFQs, and from the average of three 24HDRs. STATISTICAL ANALYSES PERFORMED Pearson's correlation coefficients were calculated between log-transformed nutrient intakes from each QFFQ and the 24HDRs and between the two QFFQs overall, by sex, and by race and ethnicity. RESULTS Correlations for the 10-year QFFQ with the 24HDRs (average = 0.45) were higher than for the baseline QFFQ (average = 0.41), although the differences were not statistically significant. The increase in correlations was particularly pronounced for Native Hawaiian and African American participants. When absolute values were adjusted for energy intake, the average correlations were higher at 0.57 for the baseline QFFQ and 0.58 for the 10-year QFFQ overall and this pattern was seen in most racial and ethnic subgroups. The average correlations between the two QFFQs were 0.73 for both absolute intakes and nutrient densities overall. CONCLUSIONS Correlations of nutrient intakes between the two QFFQs and 24HDRs were similar, and intakes from the two QFFQs were highly correlated. QFFQs updated for changes to the food supply may provide improved assessment for cohort studies that include diverse populations.
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Affiliation(s)
- Lynne R Wilkens
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii.
| | - Minji Kang
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii; BK21 FOUR Education and Research Team for Sustainable Food & Nutrition, Department of Food and Nutrition, College of Human Ecology, Seoul National University, Seoul, Republic of Korea
| | - Song-Yi Park
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
| | - Adam Sawyer
- School of Biological Sciences, Dublin Institute of Technology, Dublin, Ireland; School of Medicine, Trinity College Dublin, University of Dublin, Dublin, Ireland
| | - Carol J Boushey
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
| | | | - Hee-Young Paik
- Department of Food and Nutrition, College of Human Ecology, Seoul National University, Seoul, Republic of Korea; Center for Gendered Innovations for Science and Technology Research, Seoul, Republic of Korea
| | - Loïc Le Marchand
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
| | - Christopher A Haiman
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California
| | - Laurence N Kolonel
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
| | - Suzanne P Murphy
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
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Brasky TM, Hade EM, Cohn DE, Newton AM, Petruzella S, O'Connell K, Bertrand KA, Cook LS, De Vivo I, Du M, Freudenheim JL, Friedenreich CM, Goodman MT, Gorzelitz J, Ibiebele TI, Krogh V, Liao LM, Lipworth L, Lu L, McCann S, O'Mara TA, Palmer JR, Ponte J, Prizment A, Risch H, Sandin S, Schouten LJ, Setiawan VW, Shu XO, Trabert B, van den Brandt PA, Webb PM, Wentzensen N, Wilkens LR, Wolk A, Yu H, Neuhouser ML. Dietary omega-3 fatty acids and endometrial cancer risk in the Epidemiology of Endometrial Cancer Consortium: An individual-participant meta-analysis. Gynecol Oncol 2023; 169:137-146. [PMID: 36934308 PMCID: PMC10025515 DOI: 10.1016/j.ygyno.2022.10.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 10/10/2022] [Accepted: 10/18/2022] [Indexed: 11/04/2022]
Abstract
BACKGROUND Limited data from prospective studies suggest that higher dietary intake of long-chain omega-3 polyunsaturated fatty acids (LCn3PUFA), which hold anti-inflammatory properties, may reduce endometrial cancer risk; particularly among certain subgroups characterized by body mass and tumor pathology. MATERIALS AND METHODS Data from 12 prospective cohort studies participating in the Epidemiology of Endometrial Cancer Consortium were harmonized as nested case-control studies, including 7268 endometrial cancer cases and 26,133 controls. Habitual diet was assessed by food frequency questionnaire, from which fatty acid intakes were estimated. Two-stage individual-participant data mixed effects meta-analysis estimated adjusted odds ratios (OR) and 95% confidence intervals (CI) through logistic regression for associations between study-specific energy-adjusted quartiles of LCn3PUFA and endometrial cancer risk. RESULTS Women with the highest versus lowest estimated dietary intakes of docosahexaenoic acid, the most abundant LCn3PUFA in diet, had a 9% increased endometrial cancer risk (Quartile 4 vs. Quartile 1: OR 1.09, 95% CI: 1.01-1.19; P trend = 0.04). Similar elevated risks were observed for the summary measure of total LCn3PUFA (OR 1.07, 95% CI: 0.99-1.16; P trend = 0.06). Stratified by body mass index, higher intakes of LCn3PUFA were associated with 12-19% increased endometrial cancer risk among overweight/obese women and no increased risk among normal-weight women. Higher associations appeared restricted to White women. The results did not differ by cancer grade. CONCLUSION Higher dietary intakes of LCn3PUFA are unlikely to reduce endometrial cancer incidence; rather, they may be associated with small to moderate increases in risk in some subgroups of women, particularly overweight/obese women.
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Affiliation(s)
- Theodore M Brasky
- Department of Internal Medicine, Division of Medical Oncology, The Ohio State University College of Medicine, Columbus, OH, USA.
| | - Erinn M Hade
- Department of Internal Medicine, Division of Medical Oncology, The Ohio State University College of Medicine, Columbus, OH, USA; Department of Population Health, Division of Biostatistics, New York University Grossman School of Medicine, New York, NY, USA
| | - David E Cohn
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Columbus, OH, USA
| | - Alison M Newton
- Department of Internal Medicine, Division of Medical Oncology, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Stacey Petruzella
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kelli O'Connell
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kimberly A Bertrand
- Slone Epidemiology Center at Boston University, Boston University School of Medicine, Boston, MA, USA
| | - Linda S Cook
- Department of Epidemiology, Colorado School of Public Health, Aurora, CO, USA
| | | | - Mengmeng Du
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jo L Freudenheim
- Department of Epidemiology and Environmental Health, University at Buffalo, Buffalo, NY, USA
| | - Christine M Friedenreich
- Cancer Epidemiology and Prevention Research, Cancer Care Alberta, Alberta Health Services, Calgary, AB, Canada; Departments of Oncology and Community Health Sciences, University of Calgary Cumming School of Medicine, Calgary, AB, Canada
| | - Marc T Goodman
- Department of Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars Sinai Medical Center, Los Angeles, CA, USA
| | - Jessica Gorzelitz
- Metabolic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Torukiri I Ibiebele
- Population Health Department, QIMR Berghofer Medical Research Institute, Herston, Qld, Australia
| | - Vittorio Krogh
- Fondazione IRCCS - Istituto Nazionale dei Tumori di Milan, Milan, Italy
| | - Linda M Liao
- Metabolic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute USA, Bethesda, MD, USA
| | - Loren Lipworth
- Department of Medicine, Division of Epidemiology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Lingeng Lu
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, USA
| | - Susan McCann
- Cancer Prevention and Control, Roswell Park Cancer Institute, Buffalo, NY, USA
| | - Tracy A O'Mara
- Computational Biology and Genetics Department, QIMR Berghofer Medical Research Institute, Herston, Qld, Australia
| | - Julie R Palmer
- Slone Epidemiology Center at Boston University, Boston University School of Medicine, Boston, MA, USA
| | - Jeanette Ponte
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Anna Prizment
- Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, MN, USA
| | - Harvey Risch
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, USA
| | - Sven Sandin
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm, Sweden; Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Seaver Autism Center for Research and Treatment at Mount Sinai, New York, NY, USA
| | - Leo J Schouten
- Department of Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
| | - Veronica Wendy Setiawan
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA
| | - Xiao-Ou Shu
- Department of Medicine, Division of Epidemiology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Britton Trabert
- Metabolic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA; Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, University of Utah School of Medicine and Huntsman Cancer Institute, Salt Lake City, UT, USA
| | - Piet A van den Brandt
- Department of Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands
| | - Penelope M Webb
- Population Health Department, QIMR Berghofer Medical Research Institute, Herston, Qld, Australia
| | - Nicolas Wentzensen
- Clinical Genetics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute USA, Rockville, MD, USA
| | | | - Alicja Wolk
- Institute of Environmental Medicine, Unit of Cardiovascular and Nutritional Epidemiology, Karolinska Institute, Stockholm, Sweden; Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Herbert Yu
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Marian L Neuhouser
- Cancer Prevention Program, Division of Public Health Science, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
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Reproducibility and validity of the Toronto-modified Harvard food frequency questionnaire in a multi-ethnic sample of young adults. Eur J Clin Nutr 2023; 77:246-254. [PMID: 36100702 DOI: 10.1038/s41430-022-01209-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Revised: 07/01/2022] [Accepted: 08/25/2022] [Indexed: 11/08/2022]
Abstract
BACKGROUND/OBJECTIVES To assess the reproducibility and validity of a Toronto-modified Harvard food frequency questionnaire (FFQ) among a multi-ethnic sample of young adults. SUBJECTS/METHODS A total of 150 participants recruited from the Toronto Nutrigenomics and Health Study cohort who had existing dietary intakes assessed by FFQ (FFQ1) and reassessment one year later (FFQ2). Of these, 100 participants also completed a three-day food record to evaluate the validity of the FFQ for 38 nutrients (energy, 14 macronutrients, 22 micronutrients, and 1 bioactive). Analyses were also stratified between the two major ethnic groups (Caucasian and East Asian). RESULTS Among the full sample, mean intakes of most nutrients (27/38) did not differ significantly between estimates derived from FFQ2 compared to the three-day food record. Energy, sex, and ethnicity adjusted deattenuated Pearson correlation coefficients ranged from 0.20 to 0.92 (mean r = 0.52 ± 0.15), and 34/38 validity coefficients were r ≥ 0.32. Gross misclassification of intakes between FFQ2 and the three-day food record was low (<6%), but energy, polyunsaturated fatty acids (PUFA), and sodium were underestimated by FFQ2. Mean intakes between FFQ1 and FFQ2 did not differ significantly for any nutrient. Between the two major ethnic groups, mean validity coefficients were similar, but varied for individual nutrients with saturated fat, PUFA, and omega 3 being among the most discrepant. CONCLUSIONS Compared to a three-day food record, the Toronto-modified Harvard FFQ is a reproducible and valid tool to estimate dietary intake among a multi-ethnic sample of young adults. However, incorporation of protocols to improve the assessment of culturally diverse diets should be considered.
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Park SY, Setiawan VW, White LR, Wu AH, Cheng I, Haiman CA, Wilkens LR, Le Marchand L, Lim U. Modifying effects of race and ethnicity and APOE on the association of physical activity with risk of Alzheimer's disease and related dementias. Alzheimers Dement 2023; 19:507-517. [PMID: 35476309 PMCID: PMC9810117 DOI: 10.1002/alz.12677] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 03/16/2022] [Accepted: 03/18/2022] [Indexed: 01/07/2023]
Abstract
INTRODUCTION We investigated whether the protective association of physical activity with risk of Alzheimer's disease and related dementias (ADRD) has genetic or behavioral variations. METHODS In the Multiethnic Cohort, we analyzed moderate or vigorous physical activity (MVPA) reported at ages 45 to 75 among 88,047 participants in relation to 13,039 incident diagnoses of late-onset ADRD identified in Medicare claims (1999 to 2014), by five racial and ethnic groups, hours sitting, and in a subset (16%), apolipoprotein E (APOE) genotype. RESULTS MVPA was inversely associated with ADRD (hazard ratio for ≥14 vs <2.5 hours/week: 0.83, 95% confidence interval [CI]: 0.76 to 0.90 in men; 0.88, 5% CI: 0.81 to 0.95 in women). The association was inverse in all racial and ethnic groups except Black participants (P-heterogeneity = 0.52), but stronger in individuals with lower levels of sitting duration or those who do not carry the APOE e4 risk allele. DISCUSSION The different effects of physical activity by sitting duration and APOE genotype warrant further research.
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Affiliation(s)
- Song-Yi Park
- Cancer Epidemiology Program, University of Hawaii Cancer Center, University of Hawaii, Honolulu, Hawaii, USA
| | - Veronica Wendy Setiawan
- Department of Population and Public Health Sciences, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - Lon R. White
- Pacific Health Research and Education Institute, Honolulu, Hawaii, USA
- Department of Geriatric Medicine, John A. Burns School of Medicine, University of Hawaii, Honolulu, Hawaii, USA
| | - Anna H. Wu
- Department of Population and Public Health Sciences, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - Iona Cheng
- Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
| | - Christopher A. Haiman
- Department of Population and Public Health Sciences, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - Lynne R. Wilkens
- Cancer Epidemiology Program, University of Hawaii Cancer Center, University of Hawaii, Honolulu, Hawaii, USA
| | - Loїc Le Marchand
- Cancer Epidemiology Program, University of Hawaii Cancer Center, University of Hawaii, Honolulu, Hawaii, USA
| | - Unhee Lim
- Cancer Epidemiology Program, University of Hawaii Cancer Center, University of Hawaii, Honolulu, Hawaii, USA
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Park SY, Lozano CP, Shvetsov YB, Boushey CJ, Wirth MD, Shivappa N, Hébert JR, Haiman CA, Wilkens LR, Marchand LL. Change in the inflammatory potential of diet over 10 years and subsequent mortality: the Multiethnic Cohort Study. Br J Nutr 2023; 129:157-165. [PMID: 35392990 PMCID: PMC9547033 DOI: 10.1017/s0007114522000861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Dietary inflammatory potential assessed by the Dietary Inflammatory Index (DII®) has been associated with health outcomes. However, longitudinal changes in the DII in relation to health outcomes rarely have been studied. This study aimed to examine change in the DII score over 10 years and its association with subsequent mortality in the Multiethnic Cohort. The analysis included 56 263 African American, Japanese American, Latino, Native Hawaiian and White participants who completed baseline (45-75 years) and 10-year follow-up surveys, including a FFQ. Mean energy-adjusted DII (E-DII) decreased over 10 years in men (from -0·85 to -1·61) and women (from -1·80 to -2·47), reflecting changes towards a more anti-inflammatory diet. During an average follow-up of 13·0 years, 16 363 deaths were identified. In multivariable Cox models, compared with anti-inflammatory stable individuals, risk of all-cause mortality was increased with pro-inflammatory change in men (hazard ratio (HR) = 1·13, 95 % CI 1·03, 1·23) and women (HR = 1·22, 95 % CI 1·13, 1·32). Per one-point increase in E-DII score over time, HR was 1·02 (95 % CI 1·00, 1·03) for men and 1·06 (95 % CI 1·04, 1·07) for women (P for heterogeneity < 0·001). While no heterogeneity by race and ethnicity was observed for men, the increased risk per one-point increase among women was stronger in non-Whites than in Whites (P for heterogeneity = 0·004). Our findings suggest that a change towards a more pro-inflammatory diet is associated with an increased risk of mortality both in men and women, and that the association is stronger in women, especially non-White women, than in men.
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Affiliation(s)
- Song-Yi Park
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii, USA
| | - Chloe P. Lozano
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii, USA
- Ingestive Behavior, Weight Management & Health Promotion Laboratory, Pennington Biomedical Research Center, Baton Rouge, Louisiana, USA
| | - Yurii B. Shvetsov
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii, USA
| | - Carol J. Boushey
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii, USA
| | - Michael D. Wirth
- College of Nursing, University of South Carolina, Columbia, South Carolina, USA
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA
- Connecting Health Innovations LLC, Columbia, South Carolina, USA
| | - Nitin Shivappa
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA
- Connecting Health Innovations LLC, Columbia, South Carolina, USA
| | - James R. Hébert
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA
- Connecting Health Innovations LLC, Columbia, South Carolina, USA
| | - Christopher A. Haiman
- Department of Population and Public Health Sciences, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, California, USA
| | - Lynne R. Wilkens
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii, USA
| | - Loïc Le Marchand
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii, USA
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Steel H, Park SY, Lim T, Stram DO, Boushey CJ, Hébert JR, Le Marchand L, Wu AH, Setiawan VW. Diet Quality and Pancreatic Cancer Incidence in the Multiethnic Cohort. Cancer Epidemiol Biomarkers Prev 2023; 32:123-131. [PMID: 36306381 PMCID: PMC10072126 DOI: 10.1158/1055-9965.epi-22-0564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 08/25/2022] [Accepted: 10/21/2022] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Data on diet quality and pancreatic cancer are limited. We examined the relationship between diet quality, assessed by the Healthy Eating Index-2015 (HEI-2015), the Alternative Healthy Eating Index-2010 (AHEI-2010), the alternate Mediterranean Diet (aMED) score, the Dietary Approaches to Stop Hypertension (DASH) score and the energy-adjusted Dietary Inflammatory Index (E-DII), and pancreatic cancer incidence in the Multiethnic Cohort Study. METHODS Diet quality scores were calculated from a validated food frequency questionnaire administered at baseline. Cox models were used to calculate HR and 95% confidence intervals (CI) adjusted for age, sex, race/ethnicity, education, diabetes, family history of pancreatic cancer, physical activity, smoking variables, total energy intake, body mass index (BMI), and alcohol consumption. Stratified analyses by sex, race/ethnicity, smoking status, and BMI were conducted. RESULTS Over an average follow-up of 19.3 years, 1,779 incident pancreatic cancer cases were identified among 177,313 participants (average age of 60.2 years at baseline, 1993-1996). Overall, we did not observe associations between the dietary pattern scores and pancreatic cancer (aMED: 0.98; 95% CI, 0.83-1.16; HEI-2015: 1.03; 95% CI, 0.88-1.21; AHEI-2010: 1.03; 95% CI, 0.88-1.20; DASH: 0.92; 95% CI, 0.79-1.08; E-DII: 1.05; 95% CI, 0.89-1.23). An inverse association was observed with DASH for ever smokers (HR, 0.75; 0.61-0.93), but not for nonsmokers (HR, 1.05; 0.83-1.32). CONCLUSIONS The DASH diet showed an inverse association with pancreatic cancer among ever smokers, but does not show a protective association overall. IMPACT Modifiable measures are needed to reduce pancreatic cancer burden in these high-risk populations; our study adds to the discussion of the benefit of dietary changes.
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Affiliation(s)
- Heather Steel
- Department of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, Los Angeles, California
| | - Song-Yi Park
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
| | - Tiffany Lim
- Department of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, Los Angeles, California
- Norris Comprehensive Cancer Center, Keck School of Medicine of University of Southern California, Los Angeles
| | - Daniel O Stram
- Department of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, Los Angeles, California
- Norris Comprehensive Cancer Center, Keck School of Medicine of University of Southern California, Los Angeles
| | - Carol J Boushey
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
| | - James R Hébert
- Department of Epidemiology and Biostatistics and Cancer Prevention and Control Program, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina
- Department of Nutrition, Connecting Health Innovations LLC, Columbia, South Carolina
| | - Loïc Le Marchand
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii
| | - Anna H Wu
- Department of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, Los Angeles, California
- Norris Comprehensive Cancer Center, Keck School of Medicine of University of Southern California, Los Angeles
| | - Veronica Wendy Setiawan
- Department of Population and Public Health Sciences, Keck School of Medicine of University of Southern California, Los Angeles, California
- Norris Comprehensive Cancer Center, Keck School of Medicine of University of Southern California, Los Angeles
- Center for Genetic Epidemiology, Keck School of Medicine, University of Southern California, Los Angeles, California
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Acuna N, Park SY, Le Marchand L, Hébert JR, Boushey C, Wilkens LR, Wu AH, Setiawan VW. Diet quality and risk of gastric adenocarcinoma: The Multiethnic Cohort. Am J Clin Nutr 2023; 117:46-54. [PMID: 36789943 PMCID: PMC10196603 DOI: 10.1016/j.ajcnut.2022.11.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 10/28/2022] [Accepted: 11/04/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Certain dietary patterns (i.e., low intake of fruit/vegetables and high intake of salt and processed meats) have been associated with the risk of gastric cancer. However, it is unclear whether overall diet quality assessed by predefined indices that consider the complexity of dietary intake is associated with gastric cardia and distal adenocarcinoma. OBJECTIVES To examine the association of a variety of diet indices with the risk of gastric cardia and distal adenocarcinoma and assess whether there are any subgroups that may benefit from better diets to reduce the risk of gastric adenocarcinoma. METHODS Dietary indices of interest included the Alternative Healthy Index (AHEI)-2010, Healthy Eating Index (HEI)-2015, the Dietary Approach to Stop Hypertension, alternate Mediterranean diet (aMED), and the energy-adjusted Dietary Inflammatory Index. RESULTS After an average follow-up time of 19.2 years, there were 836 incident cases of gastric distal adenocarcinoma and 207 cases of gastric cardia adenocarcinoma. We did not observe any significant associations between the dietary indices and gastric cancer for either anatomic site. Among former aspirin users, we observed an inverse association between aMED with distal cancer (HRQ5 vs. Q1: 0.64; 95% CI: 0.33, 1.23; P-trend = 0.03). Never smokers, who showed high-quality diet according to AHEI-2010, exhibited a 40% decreased risk of gastric distal cancer compared with those with the poorest-quality AHEI-2010 diet (HRQ5 vs. Q1: 0.60; 95% CI: 0.41, 0.88; P-trend = 0.08). CONCLUSIONS In a multiethnic population, we did not observe overall significant associations between these dietary quality indices and risk of gastric cancer. However, among former aspirin users and never smokers, there could be a reduction of gastric distal adenocarcinoma risk with a higher adherence to a Mediterranean diet.
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Affiliation(s)
- Nicholas Acuna
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Song-Yi Park
- Epidemiology Program, University of Hawai'i Cancer Center, Honolulu, HI, USA
| | - Loïc Le Marchand
- Epidemiology Program, University of Hawai'i Cancer Center, Honolulu, HI, USA
| | - James R Hébert
- Department of Epidemiology and Biostatistics and Cancer Prevention and Control Program, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Carol Boushey
- Epidemiology Program, University of Hawai'i Cancer Center, Honolulu, HI, USA
| | - Lynne R Wilkens
- Epidemiology Program, University of Hawai'i Cancer Center, Honolulu, HI, USA
| | - Anna H Wu
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA; Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - V Wendy Setiawan
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA; Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
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Kim J, Boushey CJ, Wilkens LR, Haiman CA, Le Marchand L, Park SY. Plant-based dietary patterns defined by a priori indices and colorectal cancer risk by sex and race/ethnicity: the Multiethnic Cohort Study. BMC Med 2022; 20:430. [PMID: 36443779 PMCID: PMC9706862 DOI: 10.1186/s12916-022-02623-7] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Accepted: 10/21/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Plant-based diets assessed by a priori indices are associated with health outcomes. This study investigated the associations between pre-defined indices of plant-based diets and risk of colorectal cancer (CRC) and evaluated whether the association varies by sex, race and ethnicity, and anatomic subsite of tumors. METHODS A total of 79,952 men and 93,475 women who participated in the Multiethnic Cohort Study were included. Primary outcome was incidence of invasive CRC. Cox models were used to estimate the risk of CRC across quintiles of three plant-based diet scores: overall plant-based diet index (PDI), healthful plant-based diet index (hPDI), and unhealthful plant-based diet index (uPDI). RESULTS During a mean follow-up of 19.2 years, 4976 incident CRC were identified. Among men, multivariable-adjusted HR (95% CI) for the highest vs. lowest quintiles was 0.77 (0.67-0.88) for PDI, and 0.80 (0.70-0.91) for hPDI, while no significant association was found for uPDI among men and for all indices among women. In men, the inverse association for PDI was stronger in Japanese American, Native Hawaiian, and White groups than African American or Latino group (P for heterogeneity = 0.01) and for left colon and rectal tumors than right tumors (P for heterogeneity = 0.005), whereas the decreased risk with hPDI was found consistently across racial and ethnic groups and subsites. CONCLUSIONS Greater adherence to plant-based diets rich in healthy plant foods and low in less healthy plant foods is associated with a reduced risk of CRC in men, but not in women. The strength of the association among men may vary by race and ethnicity and anatomic subsite of tumors.
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Affiliation(s)
- Jihye Kim
- Department of Genetics and Biotechnology, College of Life Sciences, Kyung Hee University, 1732 Deogyeong-daero, Giheung-Gu, Yongin, Gyeonggi-Do, 17104, South Korea.
| | - Carol J Boushey
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Lynne R Wilkens
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Christopher A Haiman
- Department of Population and Public Health Sciences, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
| | - Loïc Le Marchand
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Song-Yi Park
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA
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Baurley JW, Bergen AW, Ervin CM, Park SSL, Murphy SE, McMahan CS. Predicting nicotine metabolism across ancestries using genotypes. BMC Genomics 2022; 23:663. [PMID: 36131240 PMCID: PMC9490935 DOI: 10.1186/s12864-022-08884-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Accepted: 09/09/2022] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND There is a need to match characteristics of tobacco users with cessation treatments and risks of tobacco attributable diseases such as lung cancer. The rate in which the body metabolizes nicotine has proven an important predictor of these outcomes. Nicotine metabolism is primarily catalyzed by the enzyme cytochrone P450 (CYP2A6) and CYP2A6 activity can be measured as the ratio of two nicotine metabolites: trans-3'-hydroxycotinine to cotinine (NMR). Measurements of these metabolites are only possible in current tobacco users and vary by biofluid source, timing of collection, and protocols; unfortunately, this has limited their use in clinical practice. The NMR depends highly on genetic variation near CYP2A6 on chromosome 19 as well as ancestry, environmental, and other genetic factors. Thus, we aimed to develop prediction models of nicotine metabolism using genotypes and basic individual characteristics (age, gender, height, and weight). RESULTS We identified four multiethnic studies with nicotine metabolites and DNA samples. We constructed a 263 marker panel from filtering genome-wide association scans of the NMR in each study. We then applied seven machine learning techniques to train models of nicotine metabolism on the largest and most ancestrally diverse dataset (N=2239). The models were then validated using the other three studies (total N=1415). Using cross-validation, we found the correlations between the observed and predicted NMR ranged from 0.69 to 0.97 depending on the model. When predictions were averaged in an ensemble model, the correlation was 0.81. The ensemble model generalizes well in the validation studies across ancestries, despite differences in the measurements of NMR between studies, with correlations of: 0.52 for African ancestry, 0.61 for Asian ancestry, and 0.46 for European ancestry. The most influential predictors of NMR identified in more than two models were rs56113850, rs11878604, and 21 other genetic variants near CYP2A6 as well as age and ancestry. CONCLUSIONS We have developed an ensemble of seven models for predicting the NMR across ancestries from genotypes and age, gender and BMI. These models were validated using three datasets and associate with nicotine dosages. The knowledge of how an individual metabolizes nicotine could be used to help select the optimal path to reducing or quitting tobacco use, as well as, evaluating risks of tobacco use.
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Affiliation(s)
| | - Andrew W. Bergen
- BioRealm LLC, 340 S Lemon Ave, Suite 1931, 91789 Walnut, CA USA
- Oregon Research Institute, 3800 Sports Way, 97477 Springfield, OR USA
| | | | | | - Sharon E. Murphy
- University of Minnesota, 2231 6th St SE, 55455 Minneapolis, MN USA
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Lim U, Wang S, Park S, Bogumil D, Wu AH, Cheng I, Haiman CA, Le Marchand L, Wilkens LR, White L, Setiawan VW. Risk of Alzheimer's disease and related dementia by sex and race/ethnicity: The Multiethnic Cohort Study. Alzheimers Dement 2022; 18:1625-1634. [PMID: 34882963 PMCID: PMC9177893 DOI: 10.1002/alz.12528] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 07/26/2021] [Accepted: 10/14/2021] [Indexed: 01/24/2023]
Abstract
INTRODUCTION Data are limited for comparison of sex- and race/ethnicity-specific risks of Alzheimer's disease and related dementia (ADRD). METHODS In the population-based Multiethnic Cohort, we estimated the age-standardized diagnostic incidence rate (ASDIR) and relative risk of late-onset ADRD (n = 16,410) among 105,796 participants based on Medicare claims (1999-2014) by sex and race/ethnicity. RESULTS The ASDIR for ADRD was higher for women (17.0 per 1000 person-years) than for men (15.3) and varied across African Americans (22.9 in women, 21.5 in men), Native Hawaiians (19.3, 19.4), Latinos (16.8, 14.7), Whites (16.4, 15.5), Japanese Americans (14.8, 13.8), and Filipinos (12.5, 9.7). Similar risk patterns were observed for AD. Adjustment for education and cardiometabolic diseases attenuated the differences. Accounting for deaths from competing causes increased the sex difference, while reducing the racial/ethnic differences. Less racial/ethnic disparity was detected among apolipoprotein E (APOE) e4 carriers. DISCUSSION More research is needed to understand the sex and racial/ethnic differences in ADRD.
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Affiliation(s)
- Unhee Lim
- Cancer Epidemiology ProgramUniversity of Hawaii Cancer CenterUniversity of Hawaii at ManoaHonoluluHawaiiUSA
| | - Songren Wang
- Department of Population and Public Health SciencesKeck School of Medicine and Norris Comprehensive Cancer CenterUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
| | - Song‐Yi Park
- Cancer Epidemiology ProgramUniversity of Hawaii Cancer CenterUniversity of Hawaii at ManoaHonoluluHawaiiUSA
| | - David Bogumil
- Department of Population and Public Health SciencesKeck School of Medicine and Norris Comprehensive Cancer CenterUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
| | - Anna H. Wu
- Department of Population and Public Health SciencesKeck School of Medicine and Norris Comprehensive Cancer CenterUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
| | - Iona Cheng
- Department of Epidemiology and BiostatisticsUniversity of CaliforniaSan FranciscoCaliforniaUSA
| | - Christopher A. Haiman
- Department of Population and Public Health SciencesKeck School of Medicine and Norris Comprehensive Cancer CenterUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
| | - Loïc Le Marchand
- Cancer Epidemiology ProgramUniversity of Hawaii Cancer CenterUniversity of Hawaii at ManoaHonoluluHawaiiUSA
| | - Lynne R. Wilkens
- Cancer Epidemiology ProgramUniversity of Hawaii Cancer CenterUniversity of Hawaii at ManoaHonoluluHawaiiUSA
| | - Lon White
- Pacific Health Research and Education InstituteHonoluluHawaiiUSA,John A Burns School of MedicineUniversity of Hawaii at ManoaHonoluluHawaiiUSA
| | - V. Wendy Setiawan
- Department of Population and Public Health SciencesKeck School of Medicine and Norris Comprehensive Cancer CenterUniversity of Southern CaliforniaLos AngelesCaliforniaUSA
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Barton JC, Barton JC, Acton RT. Iron overload phenotypes and HFE genotypes in white hemochromatosis and iron overload screening study participants without HFE p.C282Y/p.C282Y. PLoS One 2022; 17:e0271973. [PMID: 35895739 PMCID: PMC9328571 DOI: 10.1371/journal.pone.0271973] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Accepted: 07/11/2022] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Screening program participants with iron overload (IO) phenotypes without HFE p.C282Y/p.C282Y are incompletely characterized. METHODS We studied white participants who had IO phenotypes without p.C282Y/p.C282Y in post-screening clinical examinations (CE). We defined IO phenotypes as a) elevated serum ferritin (SF) and transferrin saturation (TS) at screening and CE, and b) absence of IO treatment, anemia, transfusion >10 units, alcohol intake >30 g/d, hepatitis B or C, and pregnancy. We defined IO-related disease as elevated alanine or aspartate aminotransferase (ALT/AST) or swelling/tenderness of 2nd/3rd metacarpophalangeal (MCP) joints. All participants had HFE p.C282Y and p.H63D genotyping. RESULTS There were 32 men and 26 women (mean age 54±16 y). Median food/supplemental iron intakes were 14.3/0.0 mg/d. Relative risks of HFE genotypes were 12.9 (p.C282Y/p.H63D), 3.0 (p.H63D/p.H63D), 1.9 (p.C282Y/wt), 0.9 (p.H63D/wt), and 0.5 (wt/wt) compared to 42,640 white screening participants without IO phenotypes or p.C282Y/p.C282Y. Regression on SF revealed positive associations: MCV (p = 0.0006; β coefficient = 0.4531); swelling/tenderness of MCP joints (p = 0.0033; β = 0.3455); and p.H63D/wt (p = 0.0015; β = 0.4146). IO-related disease (18 elevated ALT/AST, one swelling/tenderness of MCP joints) occurred in 19 participants (7 men, 12 women). Median MCV was higher in participants with IO-related disease (97 fL vs. 94 fL; p = 0.0007). Logistic regression on IO-related disease revealed a significant association with diabetes (p = 0.0416; odds ratio 18.9 (95% confidence interval 1.0, 341.1)). CONCLUSIONS In the present 58 screening program participants who had IO phenotypes without HFE p.C282Y/p.C282Y, relative risks of HFE genotypes p.C282Y/p.H63D, p.H63D/p.H63D, and p.C282Y/wt were significantly higher than in 42,640 white screening participants with neither IO phenotypes nor p.C282Y/p.C282Y. SF was significantly associated with MCV, swelling/tenderness of 2nd/3rd MCP joints, and p.H63D/wt. IO-related disease was significantly associated with MCV and diabetes.
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Affiliation(s)
- James C. Barton
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
- Southern Iron Disorders Center, Birmingham, Alabama, United States of America
| | - J. Clayborn Barton
- Southern Iron Disorders Center, Birmingham, Alabama, United States of America
| | - Ronald T. Acton
- Southern Iron Disorders Center, Birmingham, Alabama, United States of America
- Department of Microbiology, University of Alabama at Birmingham, Birmingham, Alabama, United States of America
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Mattes RD, Rowe SB, Ohlhorst SD, Brown AW, Hoffman DJ, Liska DJ, Feskens EJM, Dhillon J, Tucker KL, Epstein LH, Neufeld LM, Kelley M, Fukagawa NK, Sunde RA, Zeisel SH, Basile AJ, Borth LE, Jackson E. Valuing the Diversity of Research Methods to Advance Nutrition Science. Adv Nutr 2022; 13:1324-1393. [PMID: 35802522 PMCID: PMC9340992 DOI: 10.1093/advances/nmac043] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 04/08/2022] [Indexed: 12/13/2022] Open
Abstract
The ASN Board of Directors appointed the Nutrition Research Task Force to develop a report on scientific methods used in nutrition science to advance discovery, interpretation, and application of knowledge in the field. The genesis of this report was growing concern about the tone of discourse among nutrition professionals and the implications of acrimony on the productive study and translation of nutrition science. Too often, honest differences of opinion are cast as conflicts instead of areas of needed collaboration. Recognition of the value (and limitations) of contributions from well-executed nutrition science derived from the various approaches used in the discipline, as well as appreciation of how their layering will yield the strongest evidence base, will provide a basis for greater productivity and impact. Greater collaborative efforts within the field of nutrition science will require an understanding that each method or approach has a place and function that should be valued and used together to create the nutrition evidence base. Precision nutrition was identified as an important emerging nutrition topic by the preponderance of task force members, and this theme was adopted for the report because it lent itself to integration of many approaches in nutrition science. Although the primary audience for this report is nutrition researchers and other nutrition professionals, a secondary aim is to develop a document useful for the various audiences that translate nutrition research, including journalists, clinicians, and policymakers. The intent is to promote accurate, transparent, verifiable evidence-based communication about nutrition science. This will facilitate reasoned interpretation and application of emerging findings and, thereby, improve understanding and trust in nutrition science and appropriate characterization, development, and adoption of recommendations.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Leonard H Epstein
- University at Buffalo Jacobs School of Medicine and Biomedical Sciences, Buffalo, NY, USA
| | | | - Michael Kelley
- Michael Kelley Nutrition Science Consulting, Wauwatosa, WI, USA
| | - Naomi K Fukagawa
- USDA Beltsville Human Nutrition Research Center, Beltsville, MD, USA
| | | | - Steven H Zeisel
- University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Maskarinec G, Raquinio P, Kristal BS, Franke AA, Buchthal SD, Ernst TM, Monroe KR, Shepherd JA, Shvetsov YB, Le Marchand L, Lim U. Body Fat Distribution, Glucose Metabolism, and Diabetes Status Among Older Adults: The Multiethnic Cohort Adiposity Phenotype Study. J Epidemiol 2022; 32:314-322. [PMID: 33642515 PMCID: PMC9189316 DOI: 10.2188/jea.je20200538] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND As the proportion of visceral (VAT) to subcutaneous adipose tissue (SAT) may contribute to type 2 diabetes (T2D) development, we examined this relation in a cross-sectional design within the Multiethnic Cohort that includes Japanese Americans known to have high VAT. The aim was to understand how ectopic fat accumulation differs by glycemic status across ethnic groups with disparate rates of obesity, T2D, and propensity to accumulate VAT. METHODS In 2013-2016, 1,746 participants aged 69.2 (standard deviation, 2.7) years from five ethnic groups completed questionnaires, blood collections, and whole-body dual X-ray absorptiometry and abdominal magnetic resonance imaging scans. Participants with self-reported T2D and/or medication were classified as T2D, those with fasting glucose >125 and 100-125 mg/dL as undiagnosed cases (UT2D) and prediabetes (PT2D), respectively. Using linear regression, we estimated adjusted means of adiposity measures by T2D status. RESULTS Overall, 315 (18%) participants were classified as T2D, 158 (9%) as UT2D, 518 (30%) as PT2D, and 755 (43%) as normoglycemic (NG), with significant ethnic differences (P < 0.0001). In fully adjusted models, VAT, VAT/SAT, and percent liver fat increased significantly from NG, PT2D, UT2D, to T2D (P < 0.001). Across ethnic groups, the VAT/SAT ratio was lowest for NG participants and highest for T2D cases. Positive trends were observed in all groups except African Americans, with highest VAT/SAT in Japanese Americans. CONCLUSION These findings indicate that VAT plays an important role in T2D etiology, in particular among Japanese Americans with high levels of ectopic adipose tissue, which drives the development of T2D to a greater degree than in other ethnic groups.
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Affiliation(s)
| | | | - Bruce S. Kristal
- Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA
| | | | | | | | | | | | | | | | - Unhee Lim
- University of Hawaii Cancer Center, Honolulu, HI, USA
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Hazeltine DB, Polokowski AR, Reigada LC. Inflammatory Cytokines, but Not Dietary Patterns, Are Related to Somatic Symptoms of Depression in a Sample of Women. Front Psychiatry 2022; 13:822466. [PMID: 35651828 PMCID: PMC9149097 DOI: 10.3389/fpsyt.2022.822466] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Accepted: 03/04/2022] [Indexed: 11/30/2022] Open
Abstract
Background Depression is a heterogenous disorder with both cognitive and somatic symptom dimensions that may differentially relate to systemic inflammation. Diet, which has the potential to modulate both inflammation levels and mood, is yet to be studied within the context of individual depression dimensions. This study examined the associations between inflammatory cytokines and dietary patterns with depressive symptom dimension profiles among a sample of women recruited in a non-clinical setting. Methods Inflammatory cytokines (IL-6 and TNF-α), inflammatory diet (Diet Inflammatory Index; DII), and depressive symptoms (Beck Depression Inventory-II; BDI-II) were measured in 136 females (M age = 22.01 ± 4.02, range 18-59 years). Multiple linear regressions were used to investigate the relationships between inflammatory cytokines and diet with self-reported cognitive, somatic, and total depressive symptoms, adjusting for demographic factors. Results Findings showed that increased somatic dimension scores were positively associated with IL-6 (ß = 0.273, p = 0.002) and TNF-α (ß = 0.215, p = 0.017), but not inflammatory diet (p = 0.300). Total BDI-II scores were only positively associated with IL-6 (ß = 0.221, p = 0.012), and cognitive dimension scores were not associated with any inflammation measures. Conclusions These findings contribute to existing evidence that inflammatory cytokines are associated with the somatic symptoms of depression. Inflammatory diet index was not associated with depression measures.
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Affiliation(s)
- Danielle Belden Hazeltine
- Department of Psychology, Brooklyn College, City University of New York, New York, NY, United States
- Program in Psychology, The Graduate Center, City University of New York, New York, NY, United States
| | - Ashley Rose Polokowski
- Department of Psychology, Brooklyn College, City University of New York, New York, NY, United States
- Program in Psychology, The Graduate Center, City University of New York, New York, NY, United States
- Psycho-Oncology, Monter Cancer Center, Northwell Health Cancer Institute, New York, NY, United States
| | - Laura Christine Reigada
- Department of Psychology, Brooklyn College, City University of New York, New York, NY, United States
- Program in Psychology, The Graduate Center, City University of New York, New York, NY, United States
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Yiannakou I, Barber LE, Li S, Adams-Campbell LL, Palmer JR, Rosenberg L, Petrick JL. A Prospective Analysis of Red and Processed Meat Intake in Relation to Colorectal Cancer in the Black Women's Health Study. J Nutr 2022; 152:1254-1262. [PMID: 34910194 PMCID: PMC9071344 DOI: 10.1093/jn/nxab419] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 10/15/2021] [Accepted: 12/08/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Black Americans have the highest incidence of colorectal cancer (CRC) of any racial/ethnic group in the United States. High intake of red and processed meats has been associated with an increased CRC risk in predominately White populations. However, 3 prior studies in Black populations, who have been reported to have high intakes of red and processed meats, have reported no associations. Data on a possible association between CRC risk and SFAs and MUFAs, the primary types of fat in red and processed meats, are inconclusive. OBJECTIVES We prospectively assessed intakes of processed and unprocessed red meat, SFAs, and MUFAs in relation to CRC risk, utilizing data from the Black Women's Health Study (BWHS, 1995-2018). METHODS Dietary data were derived from validated FFQs completed in 1995 and 2001. Multivariable-adjusted hazard ratios (HRs) and 95% confidence intervals (CIs) were estimated using Cox proportional hazards regression. RESULTS Among 52,695 BWHS participants aged 21-69 y at baseline and followed for ≤22 y, 564 women developed incident CRC. Unprocessed red meat intake was associated with a 33% increased CRC risk per 100 g/d (HR: 1.33; 95% CI: 1.03-1.71). Examination of CRC anatomic sites revealed that unprocessed red meat was associated with 2-times increased rectal cancer risk (HR: 2.22; 95% CI: 1.15-4.26). There was no evidence of an interaction with age (pinteraction = 0.4), but unprocessed red meat intake was only associated with a significant increased risk of late-onset CRC (≥50 y of age, HR: 1.41; 95% CI: 1.05-1.88). Processed red meat and total SFA and MUFA intakes were not associated with CRC risk. CONCLUSIONS Unprocessed red meat intake was associated with an increased CRC risk in the present study, the first positive evidence that red meat plays a role in the etiology of CRC in Black women. The findings suggest prevention opportunities.
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Affiliation(s)
- Ioanna Yiannakou
- Division of Graduate Medical Sciences, Boston University School of Medicine, Boston, MA
- Slone Epidemiology Center at Boston University, Boston, MA
| | - Lauren E Barber
- Slone Epidemiology Center at Boston University, Boston, MA
- Department of Epidemiology, Boston University School of Public Health, Boston, MA
| | - Shanshan Li
- Slone Epidemiology Center at Boston University, Boston, MA
| | | | - Julie R Palmer
- Slone Epidemiology Center at Boston University, Boston, MA
| | - Lynn Rosenberg
- Slone Epidemiology Center at Boston University, Boston, MA
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Thompson MD, Wu YY, Cooney RV, Wilkens LR, Haiman CA, Pirkle CM. Modifiable Factors and Incident Gout Across Ethnicity Within a Large Multiethnic Cohort of Older Adults. J Rheumatol 2022; 49:504-512. [PMID: 35105711 DOI: 10.3899/jrheum.210394] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/14/2022] [Indexed: 06/14/2023]
Abstract
OBJECTIVE Gout disproportionately affects older Pacific Islander and Black populations relative to White populations. However, the ethnic-specific determinants remain understudied within these groups, as well as within other ethnicities. We examined gout incidence and associations with behavioral factors, including diet, alcohol, and smoking, within a large multiethnic population of older adults from the Multiethnic Cohort Study, which linked prospective cohort data to Medicare gout claims between 1999-2016. METHODS Using samples of Black (n = 12,370), Native Hawaiian (n = 6459), Japanese (n = 29,830), Latino (n = 17,538), and White (n = 26,067) participants, we conducted multiple Cox regressions, producing hazard ratios (HRs) and 95% CIs. RESULTS Relative to White individuals, Native Hawaiians had the highest risk of gout (HR 2.21, 95% CI 2.06-2.38), followed successively by Black and Japanese participants, whereas Latino individuals had a lower risk of gout (HR 0.78, 95% CI 0.73-0.83). Alcohol use was associated with an increased risk, with significantly greater effects observed among Japanese participants drinking ≥ 3 drinks per day (HR 1.46, 95% CI 1.27-1.66), or > 5 beers per week (HR 1.29, 95% CI 1.17-1.43), compared to White individuals (Pinteraction < 0.001). Former smokers with ≥ 20 pack-years had an increased risk (HR 1.14, 95% CI 1.06-1.22). Higher dietary quality was associated with a decreased gout risk, with the largest effect observed among White participants (HRQ5vsQ1 0.84, 95% CI 0.79-0.90), whereas vitamin C was weakly associated with a decreased risk of gout only among Japanese individuals (HR 0.91, 95% CI 0.85-0.98). CONCLUSION Overall, notable ethnic differences were observed in both gout risk and associations with modifiable behavioral factors. Our findings offer crucial insights that may improve precision in preventing and managing gout.
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Affiliation(s)
- Mika D Thompson
- M.D. Thompson, MSc, Y.Y. Wu, PhD, R.V. Cooney, PhD, C.M. Pirkle, PhD, Office of Public Health Studies, Thompson School of Social Work & Public Health, University of Hawai'i at Mānoa, Honolulu, Hawaii
| | - Yan Yan Wu
- M.D. Thompson, MSc, Y.Y. Wu, PhD, R.V. Cooney, PhD, C.M. Pirkle, PhD, Office of Public Health Studies, Thompson School of Social Work & Public Health, University of Hawai'i at Mānoa, Honolulu, Hawaii
| | - Robert V Cooney
- M.D. Thompson, MSc, Y.Y. Wu, PhD, R.V. Cooney, PhD, C.M. Pirkle, PhD, Office of Public Health Studies, Thompson School of Social Work & Public Health, University of Hawai'i at Mānoa, Honolulu, Hawaii
| | - Lynne R Wilkens
- L.R. Wilkens, DrPH, University of Hawai'i Cancer Center, Honolulu, Hawaii
| | - Christopher A Haiman
- C.A. Haiman, ScD, Department of Preventative Medicine, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Catherine M Pirkle
- M.D. Thompson, MSc, Y.Y. Wu, PhD, R.V. Cooney, PhD, C.M. Pirkle, PhD, Office of Public Health Studies, Thompson School of Social Work & Public Health, University of Hawai'i at Mānoa, Honolulu, Hawaii
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Sangaramoorthy M, Shariff-Marco S, Conroy SM, Yang J, Inamdar PP, Wu AH, Haiman CA, Wilkens LR, Gomez SL, Le Marchand L, Cheng I. Joint Associations of Race, Ethnicity, and Socioeconomic Status With Mortality in the Multiethnic Cohort Study. JAMA Netw Open 2022; 5:e226370. [PMID: 35404461 PMCID: PMC9002338 DOI: 10.1001/jamanetworkopen.2022.6370] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 02/06/2022] [Indexed: 11/16/2022] Open
Abstract
Importance Socioeconomic status may help delineate racial and ethnic inequities in mortality. Objective To investigate the joint associations of race, ethnicity, and neighborhood and individual socioeconomic status with mortality. Design, Setting, and Participants This prospective analysis used data from the Multiethnic Cohort Study. A population-based sample of participants recruited from California (mainly Los Angeles County) and Hawaii from 1993 to 1996 was followed up until 2013. African American, European American, Japanese American, Latino American, and Native Hawaiian men and women were included. Participants with baseline residential addresses that could not be geocoded or who were missing information on education or adjustment variables were excluded. Data analyses were conducted from January 2018 to December 2020. Exposures Neighborhood socioeconomic status (nSES) was derived using US Census block group data on education, occupation, unemployment, household income, poverty, rent, and house values. Participants self-reported their highest education attainment. Five racial and ethnic groups, 2 states of residence, 2 nSES, and 2 education categories were combined to create a joint exposure variable. Low and high nSES were defined as quintiles 1 to 3 and 4 to 5, respectively. Low and high education levels were defined as high school or less and greater than high school graduate, respectively. Main Outcomes and Measures All-cause, cardiovascular disease (CVD), cancer, and non-CVD and noncancer deaths were ascertained through 2013 via linkage to death certificates and the US National Death Index. Multivariable Cox proportional hazards regression analyses were conducted. Results Among 182 912 participants (100 785 [55.1%] women and 82 127 [44.9%] men; mean [SD] age, 60.0 [8.9] years; 31 138 African American, 45 796 European American, 52 993 Japanese American, 39 844 Latino American, and 13 141 Native Hawaiian participants) with a mean (SD) follow-up of 17 (5) years, there were 63 799 total deaths, including 23 191 CVD deaths, 19 008 cancer deaths, and 21 235 non-CVD and noncancer deaths. The lowest all-cause mortality was found among 15 104 Japanese American participants in Hawaii with high nSES and high education (eg, 2870 all-cause deaths [19.0%]), and this population served as the reference group for all regression analyses. Native Hawaiian participants in Hawaii with low nSES and low education had the highest all-cause mortality HR (2.38; 95% CI, 2.21-2.57). African American and European American participants in California with low nSES and low education had the next highest all-cause mortality HRs (2.01; 95% CI, 1.91-2.11 and 1.98; 95% CI, 1.85-2.12, respectively). Latino American participants in California with low nSES had equivalent all-cause mortality HRs regardless of education level (high education: 1.57; 95% CI, 1.48-1.66; low education: 1.57; 95% CI, 1.50-1.65). Patterns for cause-specific mortality were similar to those for all-cause mortality. For example, Native Hawaiian participants in Hawaii with low nSES and low education had highest CVD mortality HR (2.92; 95% CI, 2.60-3.27) and cancer mortality HR (2.01; 95% CI, 1.77-2.29). Conclusions and Relevance These results suggest that joint associations of nSES and education may further delineate racial and ethnic inequities in mortality and that future investigations of racial and ethnic inequities in mortality should consider differences by measures of socioeconomic status, especially for underserved populations.
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Affiliation(s)
- Meera Sangaramoorthy
- Department of Epidemiology and Biostatistics, School of Medicine, University of California, San Francisco
| | - Salma Shariff-Marco
- Department of Epidemiology and Biostatistics, School of Medicine, University of California, San Francisco
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco
| | - Shannon M. Conroy
- Department of Public Health Sciences, University of California, Davis
| | - Juan Yang
- Department of Epidemiology and Biostatistics, School of Medicine, University of California, San Francisco
| | - Pushkar P. Inamdar
- Department of Epidemiology and Biostatistics, School of Medicine, University of California, San Francisco
| | - Anna H. Wu
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles
| | - Christopher A. Haiman
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles
| | - Lynne R. Wilkens
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu
| | - Scarlett L. Gomez
- Department of Epidemiology and Biostatistics, School of Medicine, University of California, San Francisco
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco
| | - Loïc Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu
| | - Iona Cheng
- Department of Epidemiology and Biostatistics, School of Medicine, University of California, San Francisco
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco
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Liese AD, Wambogo E, Lerman JL, Boushey CJ, Neuhouser ML, Wang S, Harmon BE, Tinker LF. Variations in Dietary Patterns Defined by the Healthy Eating Index 2015 and Associations with Mortality: Findings from the Dietary Patterns Methods Project. J Nutr 2022; 152:796-804. [PMID: 34755860 PMCID: PMC8891183 DOI: 10.1093/jn/nxab383] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 09/22/2021] [Accepted: 10/28/2021] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND It is currently unknown if within high-quality dietary intake there exist distinct dietary patterns associated with health benefits that are identifiable with multidimensional dietary pattern analyses. The purpose of this study was to identify specific dietary patterns and groups therein and their associations with all-cause, CVD, and cancer mortality. METHODS We conducted sex-specific k-means cluster analyses within Healthy Eating Index 2015 (HEI-2015) quintile 5 in 3 US cohorts [NIH-American Association of Retired Persons Diet and Health Study (AARP), the Multiethnic Cohort (MEC), Women's Health Initiative Observational Study (WHI OS)], clusters ranging from n = 1190 to n = 12,007. Characterizations incorporated HEI-2015 overall and component-specific percentage adherence goals, using untruncated and truncated radar graphs and shape analyses. Using cohort- and sex-specific Cox proportional hazards models, associations of quintile 5 clusters with all-cause, cardiovascular disease (CVD), and cancer mortality were evaluated relative to quintile 1. RESULTS In each cohort sex-specific sample, 3 identified clusters included 16%-62% of participants, providing evidence for variation within high-quality dietary intake. Clusters revealed commonalities in total fruits and whole fruits intakes that exceeded goals and high sodium intake. Dairy and whole grain intakes oftentimes fell below goal. Some clusters were in addition characterized by total vegetables, greens & beans, and seafood & plant protein intakes exceeding goals. All high-quality dietary patterns were associated with a multivariable-adjusted significant 15%-26% lower risk of all-cause death than diet intake in quintile 1 (except for cluster 2 in WHI OS), and with a 16%-25% lower risk of CVD mortality in the AARP and MEC cohorts. Cancer mortality results were inconsistent. CONCLUSIONS Multiple ways to achieve a high-quality diet were identified and significant associations with lower all-cause and CVD mortality were seen in some cohorts.
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Affiliation(s)
- Angela D Liese
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Edwina Wambogo
- Division of Cancer Control and Population Sciences, National Cancer Institute, NIH, US Department of Health and Human Services, Bethesda, MD, USA
| | - Jennifer L Lerman
- Division of Cancer Control and Population Sciences, National Cancer Institute, NIH, US Department of Health and Human Services, Bethesda, MD, USA
| | - Carol J Boushey
- Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Marian L Neuhouser
- Cancer Prevention Program, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Song Wang
- Department of Computer Science and Engineering, University of South Carolina, Columbia, SC, USA
| | - Brook E Harmon
- Nutrition and Health Care Management, Appalachian State University, Boone, NC, USA
| | - Lesley F Tinker
- Cancer Prevention Program, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
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Oshiro CE, Hillier TA, Edmonds G, Peterson M, Hill PL, Hampson S. Vitamin D deficiency and insufficiency in Hawaii: Levels and sources of serum vitamin D in older adults. Am J Hum Biol 2022; 34:e23636. [PMID: 34213035 PMCID: PMC8720322 DOI: 10.1002/ajhb.23636] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Revised: 06/10/2021] [Accepted: 06/22/2021] [Indexed: 11/05/2022] Open
Abstract
OBJECTIVE To examine the major sources of vitamin D [25-hydroxyvitamin D (25(OH)D)] and evaluate their collective role on rates of vitamin D deficiency/insufficiency among older adults. METHODS Cross-sectional analysis of the relationship between serum 25(OH)D levels and sources of vitamin D (self-reported and objectively validated sun exposure, supplementation, food including fortified sources). Study subjects were part of the Hawaii Longitudinal Study of Personality and Health who completed a clinic visit between 55 and 65 years (M = 59.6) and food frequency questionnaire, and provided serum to assay 25(OH)D (n = 223). RESULTS Although mean serum 25(OH)D levels were overall sufficient (34.3 ng/ml, [SD = 10.9]), over one-third of participants (38%) had vitamin D deficiency/insufficiency (<30 ng/ml). Asians were the most likely to be insufficient and Filipinos were the least likely (43% vs. 11%, respectively). Overall, supplement use and sun exposure were both associated with higher 25(OH)D levels and lower risk of vitamin D deficiency/insufficiency. Moreover, Vitamin D sources varied by race/ethnic groups. In multivariate models, higher body mass index, being Asian or Native Hawaiian/Pacific Islander, low supplement use, and low sun exposure were associated with higher risk for vitamin D deficiency/insufficiency (<30 ng/ml). CONCLUSIONS Over 1/3 of the older adult sample was vitamin D deficient/insufficient, despite most of the participants living in a tropical climate with year-round access to sun as a vitamin D source. Sun exposure and supplement use, but not food intake, explained differences in vitamin D deficiency/insufficiency in this population.
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Affiliation(s)
- Caryn E. Oshiro
- Kaiser Permanente Hawaii, Center for Integrated Health Care Research, 501 Alakawa St. Suite 201, Honolulu, HI 96817
| | - Teresa A. Hillier
- Kaiser Permanente Hawaii, Center for Integrated Health Care Research, 501 Alakawa St. Suite 201, Honolulu, HI 96817,Kaiser Permanente Northwest, Center for Health Research, 3800 N. Interstate Avenue, Portland, OR 97227-1098
| | - Grant Edmonds
- Oregon Research Institute, 1776 Millrace Dr., Eugene, OR 97403
| | - Missy Peterson
- Oregon Research Institute, 1776 Millrace Dr., Eugene, OR 97403
| | - Patrick L. Hill
- Washington University, 1 Brookings Drive, Campus Box 1125, St. Louis, MO 63130
| | - Sarah Hampson
- Oregon Research Institute, 1776 Millrace Dr., Eugene, OR 97403
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Park SY, Kang M, Shvetsov YB, Setiawan VW, Boushey CJ, Haiman CA, Wilkens LR, Le Marchand L. Diet quality and all-cause and cancer-specific mortality in cancer survivors and non-cancer individuals: the Multiethnic Cohort Study. Eur J Nutr 2022; 61:925-933. [PMID: 34657186 PMCID: PMC8857026 DOI: 10.1007/s00394-021-02700-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2020] [Accepted: 10/06/2021] [Indexed: 11/30/2022]
Abstract
PURPOSE We examined post-diagnostic diet quality in relation to all-cause and cancer-specific mortality among adults diagnosed with invasive cancer between cohort entry (45-75 years) and their 10-year follow-up, in comparison with those without invasive cancer during that period, in the Multiethnic Cohort. METHODS Data were from 70,045 African Americans, Native Hawaiians, Japanese Americans, Latinos, and Whites (6370 with cancer, 63,675 without cancer). Diet quality was measured by the Healthy Eating Index (HEI)-2015, the Alternative HEI-2010 (AHEI-2010), the alternate Mediterranean Diet (aMED), and the Dietary Approaches to Stop Hypertension (DASH) scores, using a food frequency questionnaire. Multivariable Cox models estimated the association of the dietary indexes at 10-year follow-up and changes since baseline with subsequent mortality. RESULTS Post-diagnostic scores from all four indexes were associated with lower mortality: for the highest vs. lowest quartiles, hazard ratio (HR) for all-cause mortality was 0.74 (95% CI 0.67-0.82) for HEI-2015, 0.82 (0.74-0.92) for AHEI-2010, 0.74 (0.66-0.84) for aMED, and 0.82 (0.74-0.91) for DASH. The corresponding HRs for cancer mortality were 0.84 (0.71-1.00), 0.85 (0.71-1.00), 0.71 (0.59-0.85), and 0.84 (0.71-1.00). Compared to stable scores over 10 years (< 0.5 SD change), HR for all-cause mortality was 0.87 (0.79-0.97) for ≥ 1 SD increase in HEI-2015 and was 1.22 to 1.29 for ≥ 1 SD decrease in scores across the four indexes. These HRs were similar to those for participants without cancer. CONCLUSION Post-diagnostic high-quality diet was related to lower all-cause and cancer mortality among adult cancer survivors, with risk reduction comparable to that among participants without cancer.
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Affiliation(s)
- Song-Yi Park
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA.
| | - Minji Kang
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA,BK21 FOUR Education and Research Team for Sustainable Food & Nutrition, Department of Food and Nutrition, College of Human Ecology, Seoul National University, Seoul, Republic of Korea
| | - Yurii B Shvetsov
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Veronica Wendy Setiawan
- Department of Preventive Medicine, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
| | - Carol J Boushey
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Christopher A Haiman
- Department of Preventive Medicine, Keck School of Medicine and Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
| | - Lynne R Wilkens
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Loïc Le Marchand
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, HI, USA
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