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Hemami RM, Asghari-Jafarabadi M, Farhangi MA, Alipour M. Dietary patterns derived by Gaussian graphical models and metabolic profiles among overweight and obese individuals. Sci Rep 2025; 15:11664. [PMID: 40185778 PMCID: PMC11971342 DOI: 10.1038/s41598-025-92361-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Accepted: 02/27/2025] [Indexed: 04/07/2025] Open
Abstract
BACKGROUND The increasing prevalence of metabolic syndrome (MetS) and its associated risk factors highlights the critical need to understand dietary patterns that influence health outcomes, particularly among overweight and obese individuals. Identifying dietary networks provides valuable insights into the complex interactions between food groups within typical dietary patterns. This study aimed to derive dietary networks using Gaussian graphical models (GGM) and evaluate their associations with the risk of MetS components in a sample of the Iranian population. METHODS This cross-sectional study involved 647 participants who were overweight or obese. The study included assessments of body composition and anthropometric measurements. Dietary fatty acid consumption was evaluated using a validated Food Frequency Questionnaire (FFQ) containing 168 items. Additionally, biochemical parameters, including serum total cholesterol (TC), triglyceride (TG), high-density lipoprotein cholesterol (HDL-C), fasting serum glucose (FSG), and insulin levels, were measured using enzymatic methods. GGM was utilized to explore the networks of participants' dietary intake, and the association between these networks and risk factors related to MetS was assessed using logistic regression. RESULTS GGM analysis identified six major networks of dietary intake, where 28 food items were allocated into six dietary networks of vegetable, grain, fruit, snack, fish/dairy, and fat/oil dietary networks, with raw vegetables, grain, fresh fruit, snack, margarine, and red meat were central to the networks respectively. In the vegetable network, TC was significantly lower in the higher tertiles of this network, and HDL was higher in the third tertile compared with the first tertile in sex, age, and fully adjusted models. In the grain network, lower SBP, DBP, TG, LDL, and higher HDL were shown in the higher tertile (P < 0.05). CONCLUSION This study showed that vegetables and grains are associated with decreased risk of MetS components, including reduced blood pressure and cholesterol. Therefore, these results emphasize that dietary networks can be valuable for analyzing nutritional habits and consumption trends.
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Affiliation(s)
- Reyhaneh Mokhtari Hemami
- Tabriz Health Services Management Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mohammad Asghari-Jafarabadi
- Cabrini Research, Cabrini Health, Malvern, VIC, 3144, Australia.
- School of Public Health and Preventive Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, 3004, Australia.
- Department of Psychiatry, School of Clinical Sciences, Monash University, Clayton, VIC, 3168, Australia.
| | | | - Maedeh Alipour
- Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
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Bouajila N, Domenighetti C, Aubin HJ, Naassila M. Alcohol consumption and its association with cancer, cardiovascular, liver and brain diseases: a systematic review of Mendelian randomization studies. FRONTIERS IN EPIDEMIOLOGY 2024; 4:1385064. [PMID: 39574800 PMCID: PMC11578756 DOI: 10.3389/fepid.2024.1385064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Accepted: 10/14/2024] [Indexed: 11/24/2024]
Abstract
Background The health effects of alcohol consumption, particularly regarding potential protective benefits of light to moderate intake compared to abstinence, remain a subject of ongoing debate. However, epidemiological studies face limitations due to imprecise exposure measurements and the potential for bias through residual confounding and reverse causation. To address these limitations, we conducted a systematic review of Mendelian Randomization (MR) studies examining the causal relationship between alcohol consumption and cancers, cardiovascular, liver, and neurological diseases. Methodology We searched PubMed, ScienceDirect and Embase and Europe PMC up to 05/2024 for MR studies investigating the association of genetically predicted alcohol consumption with cancers, cardiovascular, liver and neurological diseases. We assessed methodological quality based on key elements of the MR design a genetic association studies tool. Results We included 70 MR studies that matched our inclusion criteria. Our review showed a significant association of alcohol consumption with multiple cancers such as oral and oropharyngeal, esophageal, colorectal cancers, hepatocellular carcinoma and cutaneous melanoma. While the available studies did not consistently confirm the adverse or protective effects of alcohol on other cancers, such as lung cancer, as suggested by observational studies. Additionally, MR studies confirmed a likely causal effect of alcohol on the risk of hypertension, atrial fibrillation, myocardial infraction and vessels disease. However, there was no evidence to support the protective effects of light to moderate alcohol consumption on cognitive function, Alzheimer's disease, and amyotrophic lateral sclerosis, as reported in observational studies while our review revealed an increased risk of epilepsy and multiple sclerosis. The available studies provided limited results on the link between alcohol consumption and liver disease. Conclusions Despite the valuable insights into the causal relationship between alcohol consumption and various health outcomes that MR studies provided, it is worth noting that the inconsistent ability of genetic instrumental variables to distinguish between abstainers, light and moderate drinkers makes it difficult to differentiate between U or J-shaped vs. linear relationships between exposure and outcome. Additional research is necessary to establish formal quality assessment tools for MR studies and to conduct more studies in diverse populations, including non-European ancestries. Systematic Review Registration www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42021246154, Identifier: PROSPERO (CRD42021246154).
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Affiliation(s)
- Naouras Bouajila
- Inserm Unit UMRS 1247, University of Picardie Jules Verne, Amiens, France
| | - Cloé Domenighetti
- UVSQ, Univ. Paris-Sud, Inserm, Team “Exposome, Heredity, Cancer, and Health”, CESP, University of Paris-Saclay, Villejuif, France
| | - Henri-Jean Aubin
- Department of Psychiatry and Addictology, Paul-Brousse Hospital, AP-HP, Center for Epidemiology and Population Health Research (CESP), Inserm 1018, University of Paris-Saclay, Villejuif, France
| | - Mickael Naassila
- Inserm Unit UMRS 1247, University of Picardie Jules Verne, Amiens, France
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Hirao M, Katada C, Yokoyama T, Yano T, Suzuki H, Furue Y, Yamamoto K, Doyama H, Koike T, Tamaoki M, Kawata N, Kawahara Y, Katagiri A, Ogata T, Yamanouchi T, Kiyokawa H, Kawakubo H, Konno M, Ishikawa H, Yokoyama A, Muto M. Metachronous primary gastric cancer after endoscopic resection in patients with esophageal squamous cell carcinoma. Gastric Cancer 2023; 26:988-1001. [PMID: 37368170 DOI: 10.1007/s10120-023-01413-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 06/14/2023] [Indexed: 06/28/2023]
Abstract
BACKGROUND This study aimed to evaluate the risk factors for developing metachronous primary Gastric Cancer (GC) after Endoscopic Resection (ER) for esophageal Squamous Cell Carcinoma (SCC). METHODS We studied 283 patients with esophageal SCC who underwent ER. The study outcomes were as follows: (1) incidence of metachronous primary GC after ER; and (2) predictors for the development of metachronous primary GC after ER by the Cox proportional hazards model. RESULTS The median follow-up was 43.1 months (1.81-79.1), and the 3-year cumulative incidence of metachronous primary GC was 6.5% (95%CI: 4.1-10.4). The incidence of metachronous primary GC during the follow-up period was 2.31 per 100 person-years. The frequencies of severe gastric atrophy and macrocytosis at the timing of ER were significantly higher in patients with than without metachronous primary GC (91.7% vs. 73.2%, p = 0.0422, 20.8% vs. 5.2%, p = 0.0046, respectively). Severe gastric atrophy was associated with the development of metachronous primary GC (sex-and-age adjusted hazard ratio (HR) [95%CI] = 4.12 [0.95-27.78], p = 0.0093). Macrocytosis was associated with the development of metachronous primary GC (sex-and-age adjusted HR = 4.76 [1.75-13.0], p = 0.0012) and found to be an independent predictor for metachronous primary GC by multivariate Cox proportional hazards analysis (HR [95%CI] = 4.35 [1.60-11.84], p = 0.004). CONCLUSIONS Severe gastric atrophy and macrocytosis should be noted in the development of metachronous primary GC after ER for esophageal SCC. In particular, macrocytosis at the timing of ER was considered an important predictor. CLINICAL TRIALS REGISTRY NUMBER UMIN000001676.
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Affiliation(s)
- Motohiro Hirao
- Department of Surgery, National Hospital Organization Osaka National Hospital, Osaka, Japan
| | - Chikatoshi Katada
- Department of Therapeutic Oncology, Graduate School of Medicine, Kyoto University, 54 Kawaharacho Syhogoin Sakyo, Kyoto, 606-8507, Japan.
| | - Tetsuji Yokoyama
- Department of Health and Promotion, National Institute of Public Health, Wako, Japan
| | - Tomonori Yano
- Department of Gastroenterology and Endoscopy, National Cancer Center Hospital East, Kashiwa, Japan
| | - Haruhisa Suzuki
- Endoscopy Division, National Cancer Center Hospital, Tokyo, Japan
| | - Yasuaki Furue
- Department of Gasroenterology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Keiko Yamamoto
- Division of Endoscopy, Hokkaido University Hospital, Sapporo, Japan
| | - Hisashi Doyama
- Department of Gastroenterology, Ishikawa Prefectural Central Hospital, Kanazawa, Japan
| | - Tomoyuki Koike
- Division of Gastroenterology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Masashi Tamaoki
- Department of Therapeutic Oncology, Graduate School of Medicine, Kyoto University, 54 Kawaharacho Syhogoin Sakyo, Kyoto, 606-8507, Japan
| | - Noboru Kawata
- Division of Endoscopy, Shizuoka Cancer Center, Shizuoka, Japan
| | - Yoshiro Kawahara
- Department of Practical Gastrointestinal Endoscopy, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama, Japan
| | - Atsushi Katagiri
- Department of Medicine, Division of Gastroenterology, Showa University Hospital, Tokyo, Japan
| | - Takashi Ogata
- Department of Gastroenterology, Kanagawa Cancer Center, Yokohama, Japan
| | - Takenori Yamanouchi
- Department of Gastroenterology, Kumamoto Regional Medical Center, Kumamoto, Japan
| | - Hirofumi Kiyokawa
- Division of Gastroenterology, Department of Internal Medicine, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Hirofumi Kawakubo
- Department of Surgery, Kawasaki Municipal Kawasaki Hospital, Kawasaki, Japan
| | - Maki Konno
- Department of Gastroenterology, Tochigi Cancer Center, Utsunomiya, Japan
| | - Hideki Ishikawa
- Department of Molecular-Targeting Prevention, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Akira Yokoyama
- Clinical Research Unit, National Hospital Organization Kurihama Medical and Addiction Center, Yokosuka, Japan
| | - Manabu Muto
- Department of Therapeutic Oncology, Graduate School of Medicine, Kyoto University, 54 Kawaharacho Syhogoin Sakyo, Kyoto, 606-8507, Japan
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Liu H, Dong Z. Cancer Etiology and Prevention Principle: "1 + X". Cancer Res 2021; 81:5377-5395. [PMID: 34470778 DOI: 10.1158/0008-5472.can-21-1862] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 08/16/2021] [Accepted: 08/31/2021] [Indexed: 11/16/2022]
Abstract
Cancer was previously thought to be an inevitable aspect of human health with no effective treatments. However, the results of in-depth cancer research suggest that most types of cancer may be preventable. Therefore, a comprehensive understanding of the disparities in cancer burden caused by different risk factors is essential to inform and improve cancer prevention and control. Here, we propose the cancer etiology and prevention principle "1 + X," where 1 denotes the primary risk factor for a cancer and X represents the secondary contributing risk factors for the cancer. We elaborate upon the "1 + X" principle with respect to risk factors for several different cancer types. The "1 + X" principle can be used for precise prevention of cancer by eliminating the main cause of a cancer and minimizing the contributing factors at the same time.
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Affiliation(s)
- Hui Liu
- Department of Pathophysiology, School of Basic Medical Sciences, College of Medicine, Zhengzhou University, Zhengzhou, Henan, China
- China-US (Henan) Hormel Cancer Institute, Zhengzhou, Henan, China
| | - Zigang Dong
- Department of Pathophysiology, School of Basic Medical Sciences, College of Medicine, Zhengzhou University, Zhengzhou, Henan, China.
- China-US (Henan) Hormel Cancer Institute, Zhengzhou, Henan, China
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Choi CK, Yang J, Kweon SS, Cho SH, Kim HY, Myung E, Shin MH. Association between ALDH2 polymorphism and esophageal cancer risk in South Koreans: a case-control study. BMC Cancer 2021; 21:254. [PMID: 33750341 PMCID: PMC7941978 DOI: 10.1186/s12885-021-07993-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 02/28/2021] [Indexed: 12/24/2022] Open
Abstract
Background Alcohol consumption is a major risk factor for esophageal cancer; however, a high incidence of esophageal cancer is observed particularly among Eastern Asians, although they consume relatively less alcohol, presumably due to the high frequency of aldehyde dehydrogenase 2 (ALDH2) rs671 polymorphisms. Nevertheless, the association between ALDH2 polymorphisms and esophageal cancer remains under debate. In the present study, we evaluated the association between ALDH2 rs671 polymorphisms and the risk of esophageal cancer in the South Korean population. Methods This study included 783 hospital based-cases and 8732 population-based controls. Information on smoking history and alcohol consumption was obtained from the medical records or interview questionnaires. Age-adjusted logistic regression analysis was performed to assess the association between ALDH2 rs671 polymorphisms and esophageal cancer. Results Odds ratios (ORs) for esophageal cancer in men with GA and AA genotypes were 2.75 (95% confidence interval [CI]: 2.34–3.23) and 0.08 (95% CI: 0.00–0.35), respectively; whereas, in women, these ratios were 2.99 (95% CI: 1.43–6.34) and 6.18 (95% CI: 1.40–19.62), respectively, taking subjects with the ALDH2 GG genotype as a reference. In men, the association between ALDH2 polymorphisms and esophageal cancer was modified by alcohol consumption. Conclusion In Eastern Asians, ALDH2 rs671 polymorphisms are associated with esophageal cancer, which may be linked to acetaldehyde accumulation.
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Affiliation(s)
- Chang Kyun Choi
- Department of Preventive Medicine, Chonnam National University Medical School, Hwasun, Republic of Korea
| | - Jungho Yang
- Graduate School of Public Health, Chonnam National University, Gwangju, Republic of Korea
| | - Sun-Seog Kweon
- Department of Preventive Medicine, Chonnam National University Medical School, Hwasun, Republic of Korea
| | - Sang-Hee Cho
- Department of Hemato-Oncology, Chonnam National University Hwasun Hospital, Hwasun, Republic of Korea
| | - Hye-Yeon Kim
- Gwangju-Jeonnam Regional Cardiocerebrovascular Center, Chonnam National University Hospital, Gwangju, Republic of Korea
| | - Eun Myung
- Department of Internal Medicine, Chonnam National University Hospital, Gwangju, Republic of Korea
| | - Min-Ho Shin
- Department of Preventive Medicine, Chonnam National University Medical School, Hwasun, Republic of Korea.
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