Decoding the Longevity Networks of the Mediterranean Diet: Systems Biology and Multi-Pathway Mechanisms Shaping Healthspan
Abstract
1. Introduction
2. The Potential of the Mediterranean Diet to Reverse Aging and Disease
3. Critical Components of the MD Formulated into a Capsule
3.1. Cellular and Organismal Mechanisms of an MD Supplement: Preclinical Data
3.1.1. Enzyme Inhibition Assays
3.1.2. Impact of MD Constituents on Cellular Models
3.1.3. Inflammation and Oxidation in Primary Human Monocytes
3.1.4. Anti-Inflammatory, Antioxidant and Neuroprotective Pathways
3.1.5. Metabolic Effects
3.1.6. Anti-Aging
3.2. Effect of MD Constituents on Cognitive Health and Healthy Aging in Human Clinical Trials
4. Summary on the Benefits of Mediterranean Diet Constituents for Cognitive Health, Antioxidant Potential and Metabolic Health
4.1. Impact of Nutritional Components in the Mediterranean Diet on Cognitive Function
4.2. Antioxidant/Anti-Inflammatory Properties of the Mediterranean Diet
Antioxidant Potential Quantified by ORAC for the MD and DailyColorsTM
4.3. Effects of Components of the Mediterranean Diet on Metabolic Health
4.3.1. MD Components and Body Weight
4.3.2. MD Components and Blood Pressure
4.3.3. MD Components and Blood Glucose Control/Glycemic Responses
4.3.4. MD Components and Triglycerides and Cholesterol
4.4. Influence of Polyphenols on Health
5. Association Between MD Constituents and Biomarkers of Longevity
6. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Di Daniele, N.; Noce, A.; Vidiri, M.F.; Moriconi, E.; Marrone, G.; Annicchiarico-Petruzzelli, M.; D’Urso, G.; Tesauro, M.; Rovella, V.; De Lorenzo, A. Impact of Mediterranean Diet on Metabolic Syndrome, Cancer and Longevity. Oncotarget 2017, 8, 8947–8979. [Google Scholar] [CrossRef]
- Schwingshackl, L.; Hoffmann, G. Mediterranean Dietary Pattern, Inflammation and Endothelial Function: A Systematic Review and Meta-Analysis of Intervention Trials. Nutr. Metab. Cardiovasc. Dis. 2014, 24, 929–939. [Google Scholar] [CrossRef]
- Martínez-González, M.A.; Salas-Salvadó, J.; Estruch, R.; Corella, D.; Fitó, M.; Ros, E.; PREDIMED INVESTIGATORS. Benefits of the Mediterranean Diet: Insights From the PREDIMED Study. Prog. Cardiovasc. Dis. 2015, 58, 50–60. [Google Scholar] [CrossRef]
- Dai, J.; Jones, D.P.; Goldberg, J.; Ziegler, T.R.; Bostick, R.M.; Wilson, P.W.; Manatunga, A.K.; Shallenberger, L.; Jones, L.; Vaccarino, V. Association between Adherence to the Mediterranean Diet and Oxidative Stress. Am. J. Clin. Nutr. 2008, 88, 1364–1370. [Google Scholar] [CrossRef] [PubMed]
- Medina-Remón, A.; Casas, R.; Tressserra-Rimbau, A.; Ros, E.; Martínez-González, M.A.; Fitó, M.; Corella, D.; Salas-Salvadó, J.; Lamuela-Raventos, R.M.; Estruch, R.; et al. Polyphenol Intake from a Mediterranean Diet Decreases Inflammatory Biomarkers Related to Atherosclerosis: A Substudy of the PREDIMED Trial. Br. J. Clin. Pharmacol. 2017, 83, 114–128. [Google Scholar] [CrossRef] [PubMed]
- Liguori, I.; Russo, G.; Curcio, F.; Bulli, G.; Aran, L.; Della-Morte, D.; Gargiulo, G.; Testa, G.; Cacciatore, F.; Bonaduce, D.; et al. Oxidative Stress, Aging, and Diseases. Clin. Interv. Aging 2018, 13, 757–772. [Google Scholar] [CrossRef] [PubMed]
- Guo, J.; Huang, X.; Dou, L.; Yan, M.; Shen, T.; Tang, W.; Li, J. Aging and Aging-Related Diseases: From Molecular Mechanisms to Interventions and Treatments. Sig. Transduct. Target. Ther. 2022, 7, 391. [Google Scholar] [CrossRef]
- Epel, E.S.; Lin, J.; Wilhelm, F.H.; Wolkowitz, O.M.; Cawthon, R.; Adler, N.E.; Dolbier, C.; Mendes, W.B.; Blackburn, E.H. Cell Aging in Relation to Stress Arousal and Cardiovascular Disease Risk Factors. Psychoneuroendocrinology 2006, 31, 277–287. [Google Scholar] [CrossRef]
- Boccardi, V.; Esposito, A.; Rizzo, M.R.; Marfella, R.; Barbieri, M.; Paolisso, G. Mediterranean Diet, Telomere Maintenance and Health Status among Elderly. PLoS ONE 2013, 8, e62781. [Google Scholar] [CrossRef]
- Mottaghi, T.; Amirabdollahian, F.; Haghighatdoost, F. Fruit and Vegetable Intake and Cognitive Impairment: A Systematic Review and Meta-Analysis of Observational Studies. Eur. J. Clin. Nutr. 2018, 72, 1336–1344. [Google Scholar] [CrossRef]
- Wang, X.; Ouyang, Y.; Liu, J.; Zhu, M.; Zhao, G.; Bao, W.; Hu, F.B. BMJ Fruit and Vegetable Consumption and Mortality from All Causes, Cardiovascular Disease, and Cancer: Systematic Review and Dose-Response Meta-Analysis of Prospective Cohort Studies. BMJ 2014, 349, g5472. [Google Scholar] [CrossRef] [PubMed]
- O’Leary, M.; Bowtell, J.L.; Richards, M.; Bozbaş, E.; Palmer, A.; Stych, K.; Meng, M.; Bloomfield, A.; Struszczak, L.; Pritchard, J.; et al. Effects of the DailyColorsTM Polyphenol Supplement on Serum Proteome, Cognitive Function, and Health in Older Adults at Risk of Cognitive and Functional Decline. Food Funct. 2025, 16, 4505–4520. [Google Scholar] [CrossRef]
- Chen, P.; Guo, Z.; Lei, J.; Wang, Y. Pomegranate Polyphenol Punicalin Ameliorates Lipopolysaccharide-Induced Memory Impairment, Behavioral Disorders, Oxidative Stress, and Neuroinflammation via Inhibition of TLR4-NF-кB Pathway. Phytother. Res. 2024, 38, 3489–3508. [Google Scholar] [CrossRef]
- Dryer-Beers, E.R.; Griffin, J.; Matthews, P.M.; Frost, G.S. Higher Dietary Polyphenol Intake Is Associated With Lower Blood Inflammatory Markers. J. Nutr. 2024, 154, 2470–2480. [Google Scholar] [CrossRef] [PubMed]
- Martini, D.; Marino, M.; Venturi, S.; Tucci, M.; Klimis-Zacas, D.; Riso, P.; Porrini, M.; Del Bo’, C. Blueberries and Their Bioactives in the Modulation of Oxidative Stress, Inflammation and Cardio/Vascular Function Markers: A Systematic Review of Human Intervention Studies. J. Nutr. Biochem. 2023, 111, 109154. [Google Scholar] [CrossRef] [PubMed]
- Kesse-Guyot, E.; Fezeu, L.; Andreeva, V.A.; Touvier, M.; Scalbert, A.; Hercberg, S.; Galan, P. Total and Specific Polyphenol Intakes in Midlife Are Associated with Cognitive Function Measured 13 Years Later. J. Nutr. 2012, 142, 76–83. [Google Scholar] [CrossRef]
- Wu, T.; Jiang, Z.; Yin, J.; Long, H.; Zheng, X. Anti-Obesity Effects of Artificial Planting Blueberry (Vaccinium Ashei) Anthocyanin in High-Fat Diet-Treated Mice. Int. J. Food Sci. Nutr. 2016, 67, 257–264. [Google Scholar] [CrossRef]
- Hwang, Y.P.; Choi, J.H.; Yun, H.J.; Han, E.H.; Kim, H.G.; Kim, J.Y.; Park, B.H.; Khanal, T.; Choi, J.M.; Chung, Y.C.; et al. Anthocyanins from Purple Sweet Potato Attenuate Dimethylnitrosamine-Induced Liver Injury in Rats by Inducing Nrf2-Mediated Antioxidant Enzymes and Reducing COX-2 and iNOS Expression. Food Chem. Toxicol. 2011, 49, 93–99. [Google Scholar] [CrossRef]
- Monfoulet, L.-E.; Martinez, M.C. Dietary Modulation of Large Extracellular Vesicles: The Good and the Bad for Human Health. Nutr. Rev. 2022, 80, 1274–1293. [Google Scholar] [CrossRef]
- Marin, C.; Ramirez, R.; Delgado-Lista, J.; Yubero-Serrano, E.M.; Perez-Martinez, P.; Carracedo, J.; Garcia-Rios, A.; Rodriguez, F.; Gutierrez-Mariscal, F.M.; Gomez, P.; et al. Mediterranean Diet Reduces Endothelial Damage and Improves the Regenerative Capacity of Endothelium. Am. J. Clin. Nutr. 2011, 93, 267–274. [Google Scholar] [CrossRef]
- Chiva-Blanch, G.; Sala-Vila, A.; Crespo, J.; Ros, E.; Estruch, R.; Badimon, L. The Mediterranean Diet Decreases Prothrombotic Microvesicle Release in Asymptomatic Individuals at High Cardiovascular Risk. Clin. Nutr. 2020, 39, 3377–3384. [Google Scholar] [CrossRef]
- Verdin, E. NAD+ in Aging, Metabolism, and Neurodegeneration. Science 2015, 350, 1208–1213. [Google Scholar] [CrossRef]
- Covarrubias, A.J.; Perrone, R.; Grozio, A.; Verdin, E. NAD+ Metabolism and Its Roles in Cellular Processes during Ageing. Nat. Rev. Mol. Cell Biol. 2021, 22, 119–141. [Google Scholar] [CrossRef]
- Gomes, A.P.; Price, N.L.; Ling, A.J.Y.; Moslehi, J.J.; Montgomery, M.K.; Rajman, L.; White, J.P.; Teodoro, J.S.; Wrann, C.D.; Hubbard, B.P.; et al. Declining NAD(+) Induces a Pseudohypoxic State Disrupting Nuclear-Mitochondrial Communication during Aging. Cell 2013, 155, 1624–1638. [Google Scholar] [CrossRef] [PubMed]
- Haigis, M.C.; Sinclair, D.A. Mammalian Sirtuins: Biological Insights and Disease Relevance. Annu. Rev. Pathol. 2010, 5, 253–295. [Google Scholar] [CrossRef]
- Imai, S.; Guarente, L. NAD+ and Sirtuins in Aging and Disease. Trends Cell Biol. 2014, 24, 464–471. [Google Scholar] [CrossRef] [PubMed]
- Mao, Z.; Hine, C.; Tian, X.; Van Meter, M.; Au, M.; Vaidya, A.; Seluanov, A.; Gorbunova, V. SIRT6 Promotes DNA Repair under Stress by Activating PARP1. Science 2011, 332, 1443–1446. [Google Scholar] [CrossRef]
- Oberdoerffer, P.; Michan, S.; McVay, M.; Mostoslavsky, R.; Vann, J.; Park, S.-K.; Hartlerode, A.; Stegmuller, J.; Hafner, A.; Loerch, P.; et al. SIRT1 Redistribution on Chromatin Promotes Genomic Stability but Alters Gene Expression during Aging. Cell 2008, 135, 907–918. [Google Scholar] [CrossRef] [PubMed]
- Bürkle, A. Poly(ADP-Ribose). The Most Elaborate Metabolite of NAD+. FEBS J. 2005, 272, 4576–4589. [Google Scholar] [CrossRef]
- Camacho-Pereira, J.; Tarragó, M.G.; Chini, C.C.S.; Nin, V.; Escande, C.; Warner, G.M.; Puranik, A.S.; Schoon, R.A.; Reid, J.M.; Galina, A.; et al. CD38 Dictates Age-Related NAD Decline and Mitochondrial Dysfunction through an SIRT3-Dependent Mechanism. Cell Metab. 2016, 23, 1127–1139. [Google Scholar] [CrossRef]
- Tsofliou, F.; Vlachos, D.; Hughes, C.; Appleton, K.M. Barriers and Facilitators Associated with the Adoption of and Adherence to a Mediterranean Style Diet in Adults: A Systematic Review of Published Observational and Qualitative Studies. Nutrients 2022, 14, 4314. [Google Scholar] [CrossRef] [PubMed]
- Trajkovska Petkoska, A.; Ognenoska, V.; Trajkovska-Broach, A. Mediterranean Diet: From Ancient Traditions to Modern Science—A Sustainable Way Towards Better Health, Wellness, Longevity, and Personalized Nutrition. Sustainability 2025, 17, 4187. [Google Scholar] [CrossRef]
- Iqbal, T.; Nakagawa, T. The Therapeutic Perspective of NAD+ Precursors in Age-Related Diseases. Biochem. Biophys. Res. Commun. 2024, 702, 149590. [Google Scholar] [CrossRef] [PubMed]
- Pond, H. Composition and Methods for Nutritional Supplements 2021. Available online: https://patents.justia.com/patent/11065295 (accessed on 30 October 2025).
- Zhang, S.; Li, F.; Zhou, T.; Wang, G.; Li, Z. Caenorhabditis Elegans as a Useful Model for Studying Aging Mutations. Front. Endocrinol. 2020, 11, 554994. [Google Scholar] [CrossRef]
- Chong, J.R.; de Lucia, C.; Tovar-Rios, D.A.; Castellanos-Perilla, N.; Collins, C.; Kvernberg, S.M.; Ballard, C.; Siow, R.C.; Aarsland, D. A Randomised, Double-Blind, Placebo-Controlled, Cross-Over Clinical Trial to Evaluate the Biological Effects and Safety of a Polyphenol Supplement on Healthy Ageing. Antioxidants 2024, 13, 995. [Google Scholar] [CrossRef]
- Piedra-Quintero, Z.L.; Wilson, Z.; Nava, P.; Guerau-de-Arellano, M. CD38: An Immunomodulatory Molecule in Inflammation and Autoimmunity. Front. Immunol. 2020, 11, 597959. [Google Scholar] [CrossRef]
- Li, Y.; Zhao, T.; Li, J.; Xia, M.; Li, Y.; Wang, X.; Liu, C.; Zheng, T.; Chen, R.; Kan, D.; et al. Oxidative Stress and 4-Hydroxy-2-Nonenal (4-HNE): Implications in the Pathogenesis and Treatment of Aging-Related Diseases. J. Immunol. Res. 2022, 2022, 2233906. [Google Scholar] [CrossRef]
- Sasahara, T.; Yamashita, T.; Sviridov, D.; Fidge, N.; Nestel, P. Altered Properties of High Density Lipoprotein Subfractions in Obese Subjects. J. Lipid Res. 1997, 38, 600–611. [Google Scholar] [CrossRef] [PubMed]
- Grao-Cruces, E.; Varela, L.M.; Martin, M.E.; Bermudez, B.; Montserrat-de la Paz, S. High-Density Lipoproteins and Mediterranean Diet: A Systematic Review. Nutrients 2021, 13, 955. [Google Scholar] [CrossRef]
- Bakaloudi, D.R.; Chrysoula, L.; Kotzakioulafi, E.; Theodoridis, X.; Chourdakis, M. Impact of the Level of Adherence to Mediterranean Diet on the Parameters of Metabolic Syndrome: A Systematic Review and Meta-Analysis of Observational Studies. Nutrients 2021, 13, 1514. [Google Scholar] [CrossRef]
- López-Gil, J.F.; García-Hermoso, A.; Martínez-González, M.Á.; Rodríguez-Artalejo, F. Mediterranean Diet and Cardiometabolic Biomarkers in Children and Adolescents: A Systematic Review and Meta-Analysis. JAMA Netw. Open 2024, 7, e2421976. [Google Scholar] [CrossRef] [PubMed]
- Oei, S.; Millar, C.L.; Nguyen Lily, T.N.; Mukamal, K.J.; Kiel, D.P.; Lipsitz, L.A.; Hannan, M.T.; Sahni, S. Higher Intake of Dietary Flavonols, Specifically Dietary Quercetin, Is Associated with Lower Odds of Frailty Onset over 12 Years of Follow-up among Adults in the Framingham Heart Study. Am. J. Clin. Nutr. 2023, 118, 27–33. [Google Scholar] [CrossRef] [PubMed]
- Devore, E.E.; Kang, J.H.; Breteler, M.M.B.; Grodstein, F. Dietary Intakes of Berries and Flavonoids in Relation to Cognitive Decline. Ann. Neurol. 2012, 72, 135–143. [Google Scholar] [CrossRef] [PubMed]
- Kim, Y.; Je, Y. Flavonoid Intake and Mortality from Cardiovascular Disease and All Causes: A Meta-Analysis of Prospective Cohort Studies. Clin. Nutr. ESPEN 2017, 20, 68–77. [Google Scholar] [CrossRef]
- Estruch, R.; Ros, E.; Salas-Salvadó, J.; Covas, M.-I.; Corella, D.; Arós, F.; Gómez-Gracia, E.; Ruiz-Gutiérrez, V.; Fiol, M.; Lapetra, J.; et al. Primary Prevention of Cardiovascular Disease with a Mediterranean Diet Supplemented with Extra-Virgin Olive Oil or Nuts. N. Engl. J. Med. 2018, 378, e34. [Google Scholar] [CrossRef]
- Petersson, S.D.; Philippou, E. Mediterranean Diet, Cognitive Function, and Dementia: A Systematic Review of the Evidence. Adv. Nutr. 2016, 7, 889–904. [Google Scholar] [CrossRef]
- Whyte, A.R.; Cheng, N.; Fromentin, E.; Williams, C.M. A Randomized, Double-Blinded, Placebo-Controlled Study to Compare the Safety and Efficacy of Low Dose Enhanced Wild Blueberry Powder and Wild Blueberry Extract (ThinkBlueTM) in Maintenance of Episodic and Working Memory in Older Adults. Nutrients 2018, 10, 660. [Google Scholar] [CrossRef]
- Ahles, S.; Joris, P.J.; Plat, J. Effects of Berry Anthocyanins on Cognitive Performance, Vascular Function and Cardiometabolic Risk Markers: A Systematic Review of Randomized Placebo-Controlled Intervention Studies in Humans. Int. J. Mol. Sci. 2021, 22, 6482. [Google Scholar] [CrossRef]
- Gantenbein, K.V.; Kanaka-Gantenbein, C. Mediterranean Diet as an Antioxidant: The Impact on Metabolic Health and Overall Wellbeing. Nutrients 2021, 13, 1951. [Google Scholar] [CrossRef]
- van Lent, D.M.; Mesa, H.G.; Short, M.I.; Gonzales, M.M.; Aparicio, H.J.; Salinas, J.; Yuan, C.; Jacques, P.F.; Beiser, A.; Seshadri, S.; et al. Association between Dietary Inflammatory Index Score and Incident Dementia. Alzheimer’s Dement. 2025, 21, e14390. [Google Scholar] [CrossRef]
- Rao, A.V.; Shen, H. Effect of Low Dose Lycopene Intake on Lycopene Bioavailability and Oxidative Stress. Nutr. Res. 2002, 22, 1125–1131. [Google Scholar] [CrossRef]
- Misra, R.; Mangi, S.; Joshi, S.; Mittal, S.; Gupta, S.K.; Pandey, R.M. LycoRed as an Alternative to Hormone Replacement Therapy in Lowering Serum Lipids and Oxidative Stress Markers: A Randomized Controlled Clinical Trial. J. Obs. Gynaecol. Res. 2006, 32, 299–304. [Google Scholar] [CrossRef]
- Zelicha, H.; Kaplan, A.; Yaskolka Meir, A.; Rinott, E.; Tsaban, G.; Blüher, M.; Klöting, N.; Ceglarek, U.; Isermann, B.; Stumvoll, M.; et al. Altered Proteome Profiles Related to Visceral Adiposity May Mediate the Favorable Effect of Green Mediterranean Diet: The DIRECT-PLUS Trial. Obesity 2024, 32, 1245–1256. [Google Scholar] [CrossRef]
- Kozuma, K.; Tsuchiya, S.; Kohori, J.; Hase, T.; Tokimitsu, I. Antihypertensive Effect of Green Coffee Bean Extract on Mildly Hypertensive Subjects. Hypertens. Res. 2005, 28, 711–718. [Google Scholar] [CrossRef]
- Lü, J.-M.; Lin, P.H.; Yao, Q.; Chen, C. Chemical and Molecular Mechanisms of Antioxidants: Experimental Approaches and Model Systems. J. Cell Mol. Med. 2010, 14, 840–860. [Google Scholar] [CrossRef] [PubMed]
- Bruna-Mejias, A.; San Martin, J.; Arciniegas-Diaz, D.; Meneses-Caroca, T.; Salamanca-Cerda, A.; Beas-Gambi, A.; Paola-Loaiza-Giraldo, J.; Ortiz-Ahumada, C.; Nova-Baeza, P.; Oyanedel-Amaro, G.; et al. Comparison of the Mediterranean Diet and Other Therapeutic Strategies in Metabolic Syndrome: A Systematic Review and Meta-Analysis. Int. J. Mol. Sci. 2025, 26, 5887. [Google Scholar] [CrossRef] [PubMed]
- Medina-Remón, A.; Estruch, R.; Tresserra-Rimbau, A.; Vallverdú-Queralt, A.; Lamuela-Raventos, R.M. The Effect of Polyphenol Consumption on Blood Pressure. Mini Rev. Med. Chem. 2013, 13, 1137–1149. [Google Scholar] [CrossRef] [PubMed]
- Moreno-Luna, R.; Muñoz-Hernandez, R.; Miranda, M.L.; Costa, A.F.; Jimenez-Jimenez, L.; Vallejo-Vaz, A.J.; Muriana, F.J.G.; Villar, J.; Stiefel, P. Olive Oil Polyphenols Decrease Blood Pressure and Improve Endothelial Function in Young Women with Mild Hypertension. Am. J. Hypertens. 2012, 25, 1299–1304. [Google Scholar] [CrossRef]
- Filippou, C.D.; Thomopoulos, C.G.; Kouremeti, M.M.; Sotiropoulou, L.I.; Nihoyannopoulos, P.I.; Tousoulis, D.M.; Tsioufis, C.P. Mediterranean Diet and Blood Pressure Reduction in Adults with and without Hypertension: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. Clin. Nutr. 2021, 40, 3191–3200. [Google Scholar] [CrossRef]
- Cheng, A.Y.; Leiter, L.A. Metabolic Syndrome under Fire: Weighing in on the Truth. Can. J. Cardiol. 2006, 22, 379–382. [Google Scholar] [CrossRef]
- Matfin, G. The Metabolic Syndrome: What’s in a Name? Ther. Adv. Endocrinol. Metab. 2010, 1, 39–45. [Google Scholar] [CrossRef]
- Kalt, W.; Cassidy, A.; Howard, L.R.; Krikorian, R.; Stull, A.J.; Tremblay, F.; Zamora-Ros, R. Recent Research on the Health Benefits of Blueberries and Their Anthocyanins. Adv. Nutr. 2020, 11, 224–236. [Google Scholar] [CrossRef]
- Agarwal, P.; Barnes, L.L.; Dhana, K.; Liu, X.; Zhang, Y.; Beck, T.; Cornelis, M.C.; Tangney, C.; Rajan, K.B. Association of MIND Diet with Cognitive Decline among Black and White Older Adults. Alzheimer’s Dement. 2024, 20, 8461–8469. [Google Scholar] [CrossRef] [PubMed]
- Riso, P.; Visioli, F.; Grande, S.; Guarnieri, S.; Gardana, C.; Simonetti, P.; Porrini, M. Effect of a Tomato-Based Drink on Markers of Inflammation, Immunomodulation, and Oxidative Stress. J. Agric. Food Chem. 2006, 54, 2563–2566. [Google Scholar] [CrossRef] [PubMed]
- Bagdas, D.; Gul, Z.; Meade, J.A.; Cam, B.; Cinkilic, N.; Gurun, M.S. Pharmacologic Overview of Chlorogenic Acid and Its Metabolites in Chronic Pain and Inflammation. Curr. Neuropharmacol. 2020, 18, 216–228. [Google Scholar] [CrossRef]
- Asbaghi, O.; Kashkooli, S.; Mardani, M.; Rezaei Kelishadi, M.; Fry, H.; Kazemi, M.; Kaviani, M. Effect of Green Coffee Bean Extract Supplementation on Liver Function and Inflammatory Biomarkers: A Meta-Analysis of Randomized Clinical Trials. Complement. Ther. Clin. Pract. 2021, 43, 101349. [Google Scholar] [CrossRef]
- Mustafa, I.; Chin, N.L. Antioxidant Properties of Dried Ginger (Zingiber officinale Roscoe) Var. Bentong. Foods 2023, 12, 178. [Google Scholar] [CrossRef] [PubMed]
- Rondanelli, M.; Riva, A.; Morazzoni, P.; Allegrini, P.; Faliva, M.A.; Naso, M.; Miccono, A.; Peroni, G.; Degli Agosti, I.; Perna, S. The Effect and Safety of Highly Standardized Ginger (Zingiber officinale) and Echinacea (Echinacea angustifolia) Extract Supplementation on Inflammation and Chronic Pain in NSAIDs Poor Responders. A Pilot Study in Subjects with Knee Arthrosis. Nat. Prod. Res. 2017, 31, 1309–1313. [Google Scholar] [CrossRef]
- Morvaridzadeh, M.; Sadeghi, E.; Agah, S.; Fazelian, S.; Rahimlou, M.; Kern, F.G.; Heshmati, S.; Omidi, A.; Persad, E.; Heshmati, J. Effect of Ginger (Zingiber officinale) Supplementation on Oxidative Stress Parameters: A Systematic Review and Meta-Analysis. J. Food Biochem. 2021, 45, e13612. [Google Scholar] [CrossRef]
- Terry, R.; Posadzki, P.; Watson, L.K.; Ernst, E. The Use of Ginger (Zingiber officinale) for the Treatment of Pain: A Systematic Review of Clinical Trials. Pain. Med. 2011, 12, 1808–1818. [Google Scholar] [CrossRef]
- Morvaridzadeh, M.; Fazelian, S.; Agah, S.; Khazdouz, M.; Rahimlou, M.; Agh, F.; Potter, E.; Heshmati, S.; Heshmati, J. Effect of Ginger (Zingiber officinale) on Inflammatory Markers: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. Cytokine 2020, 135, 155224. [Google Scholar] [CrossRef]
- Prior, R.L. Oxygen Radical Absorbance Capacity (ORAC): New Horizons in Relating Dietary Antioxidants/Bioactives and Health Benefits. J. Funct. Foods 2015, 18, 797–810. [Google Scholar] [CrossRef]
- Harman, D. Free Radical Theory of Aging. Mutat. Res./DNAging 1992, 275, 257–266. [Google Scholar] [CrossRef]
- McBride, J. High-ORAC Foods May Slow Aging: USDA ARS. Available online: https://www.ars.usda.gov/news-events/news/research-news/1999/high-orac-foods-may-slow-aging/ (accessed on 30 October 2025).
- Lobo, V.; Patil, A.; Phatak, A.; Chandra, N. Free Radicals, Antioxidants and Functional Foods: Impact on Human Health. Pharmacogn. Rev. 2010, 4, 118–126. [Google Scholar] [CrossRef]
- Cadenas, E. Mitochondrial Free Radical Production and Cell Signaling. Mol. Asp. Med. 2004, 25, 17–26. [Google Scholar] [CrossRef]
- Radi, R.; Turrens, J.F.; Chang, L.Y.; Bush, K.M.; Crapo, J.D.; Freeman, B.A. Detection of Catalase in Rat Heart Mitochondria. J. Biol. Chem. 1991, 266, 22028–22034. [Google Scholar] [CrossRef]
- Boveris, A.; Cadenas, E. Mitochondrial Production of Hydrogen Peroxide Regulation by Nitric Oxide and the Role of Ubisemiquinone. IUBMB Life 2000, 50, 245–250. [Google Scholar] [CrossRef] [PubMed]
- Valdez, L.B.; Alvarez, S.; Arnaiz, S.L.; Schöpfer, F.; Carreras, M.C.; Poderoso, J.J.; Boveris, A. Reactions of Peroxynitrite in the Mitochondrial Matrix. Free Radic. Biol. Med. 2000, 29, 349–356. [Google Scholar] [CrossRef] [PubMed]
- Weller, K. Can Foods Forestall Aging? Some with High Antioxidant Activity Appear to Aid Memory. USDA ARS Online Mag. 1999, 47, 15–17. Available online: https://agresearchmag.ars.usda.gov/1999/feb/aging (accessed on 7 November 2025).
- Superfoodly. ORAC Values: Antioxidant Values of Foods & Beverages 2026. Available online: https://superfoodly.com/orac-values/ (accessed on 1 December 2025).
- Maharlouei, N.; Tabrizi, R.; Lankarani, K.B.; Rezaianzadeh, A.; Akbari, M.; Kolahdooz, F.; Rahimi, M.; Keneshlou, F.; Asemi, Z. The Effects of Ginger Intake on Weight Loss and Metabolic Profiles among Overweight and Obese Subjects: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. Crit. Rev. Food Sci. Nutr. 2019, 59, 1753–1766. [Google Scholar] [CrossRef]
- Hausenblas, H.; Huynh, B. Effects of Green Coffee Bean Extract on Weight Loss: An Updated Meta-Analysis of Randomized Clinical Trials. Nat. Med. J. 2014, 6, 153018. [Google Scholar]
- Patti, A.M.; Al-Rasadi, K.; Katsiki, N.; Banerjee, Y.; Nikolic, D.; Vanella, L.; Giglio, R.V.; Giannone, V.A.; Montalto, G.; Rizzo, M. Effect of a Natural Supplement Containing Curcuma Longa, Guggul, and Chlorogenic Acid in Patients With Metabolic Syndrome. Angiology 2015, 66, 856–861. [Google Scholar] [CrossRef]
- Castellino, G.; Nikolic, D.; Magán-Fernández, A.; Malfa, G.A.; Chianetta, R.; Patti, A.M.; Amato, A.; Montalto, G.; Toth, P.P.; Banach, M.; et al. Altilix® Supplement Containing Chlorogenic Acid and Luteolin Improved Hepatic and Cardiometabolic Parameters in Subjects with Metabolic Syndrome: A 6 Month Randomized, Double-Blind, Placebo-Controlled Study. Nutrients 2019, 11, 2580. [Google Scholar] [CrossRef]
- Li, Y.-F.; Chang, Y.-Y.; Huang, H.-C.; Wu, Y.-C.; Yang, M.-D.; Chao, P.-M. Tomato Juice Supplementation in Young Women Reduces Inflammatory Adipokine Levels Independently of Body Fat Reduction. Nutrition 2015, 31, 691–696. [Google Scholar] [CrossRef]
- Han, B.; Nazary-Vannani, A.; Talaei, S.; Clark, C.C.T.; Rahmani, J.; Rasekhmagham, R.; Kord-Varkaneh, H. The Effect of Green Coffee Extract Supplementation on Blood Pressure: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. Phytother. Res. 2019, 33, 2918–2926. [Google Scholar] [CrossRef]
- Psaltopoulou, T.; Naska, A.; Orfanos, P.; Trichopoulos, D.; Mountokalakis, T.; Trichopoulou, A. Olive Oil, the Mediterranean Diet, and Arterial Blood Pressure: The Greek European Prospective Investigation into Cancer and Nutrition (EPIC) Study. Am. J. Clin. Nutr. 2004, 80, 1012–1018. [Google Scholar] [CrossRef] [PubMed]
- Martín-Peláez, S.; Fito, M.; Castaner, O. Mediterranean Diet Effects on Type 2 Diabetes Prevention, Disease Progression, and Related Mechanisms. A Review. Nutrients 2020, 12, 2236. [Google Scholar] [CrossRef] [PubMed]
- Kerimi, A.; Nyambe-Silavwe, H.; Gauer, J.S.; Tomás-Barberán, F.A.; Williamson, G. Pomegranate Juice, but Not an Extract, Confers a Lower Glycemic Response on a High-Glycemic Index Food: Randomized, Crossover, Controlled Trials in Healthy Subjects. Am. J. Clin. Nutr. 2017, 106, 1384–1393. [Google Scholar] [CrossRef] [PubMed]
- Imani, H.; Tabibi, H.; Najafi, I.; Atabak, S.; Hedayati, M.; Rahmani, L. Effects of Ginger on Serum Glucose, Advanced Glycation End Products, and Inflammation in Peritoneal Dialysis Patients. Nutrition 2015, 31, 703–707. [Google Scholar] [CrossRef]
- Iftikhar, Z.A.; Shahid, U.; Farooq, M.; Kamila, H.; Ali, N.; Mastoor, M.; Almutairi, S.M.; Ahmed Rasheed, R.; Chen, T.-W. Investigating the Nutraceutical Potential of Apple Peel Extract Supplementation for Regulating the Glucose Metabolism in Hyperlipidemic Female Human Subjects. Pak. J. Pharm. Sci. 2023, 36, 625–629. [Google Scholar]
- Sleiman, D.; Al-Badri, M.R.; Azar, S.T. Effect of Mediterranean Diet in Diabetes Control and Cardiovascular Risk Modification: A Systematic Review. Front. Public. Health 2015, 3, 69. [Google Scholar] [CrossRef] [PubMed]
- WHO. Cardiovascular Diseases (CVDs). Available online: https://www.who.int/news-room/fact-sheets/detail/cardiovascular-diseases-(cvds) (accessed on 10 November 2025).
- Tshongo Muhindo, C.; Ahn, S.A.; Rousseau, M.F.; Dierckxsens, Y.; Hermans, M.P. Efficacy and Safety of a Combination of Red Yeast Rice and Olive Extract in Hypercholesterolemic Patients with and without Statin-Associated Myalgia. Complement. Ther. Med. 2017, 35, 140–144. [Google Scholar] [CrossRef] [PubMed]
- Ding, F.; Ma, B.; Nazary-Vannani, A.; Kord-Varkaneh, H.; Fatahi, S.; Papageorgiou, M.; Rahmani, J.; Poursoleiman, F.; Júnior Borges do Nascimento, I.; Li, H.; et al. The Effects of Green Coffee Bean Extract Supplementation on Lipid Profile in Humans: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. Nutr. Metab. Cardiovasc. Dis. 2020, 30, 1–10. [Google Scholar] [CrossRef]
- Huang, W.; Tang, G.; Zhang, L.; Tao, J.; Wei, Z. Effect of Onion on Blood Lipid Profile: A Meta-Analysis of Randomized Controlled Trials. Food Sci. Nutr. 2021, 9, 3563–3572. [Google Scholar] [CrossRef]
- Fahey, J.W.; Kensler, T.W. Phytochemicals: Do They Belong on Our Plate for Sustaining Healthspan? Food Front. 2021, 2, 235–239. [Google Scholar] [CrossRef]
- Ammar, A.; Trabelsi, K.; Boukhris, O.; Bouaziz, B.; Müller, P.; M Glenn, J.; Bott, N.T.; Müller, N.; Chtourou, H.; Driss, T.; et al. Effects of Polyphenol-Rich Interventions on Cognition and Brain Health in Healthy Young and Middle-Aged Adults: Systematic Review and Meta-Analysis. J. Clin. Med. 2020, 9, 1598. [Google Scholar] [CrossRef]
- Mekhora, C.; Lamport, D.J.; Spencer, J.P.E. Effect of Polyphenols on Inflammation Related to Cognitive Function: A Systematic Review and Meta-Analysis of Human Randomized Controlled Trials. Nutr. Healthy Aging 2024, 9, 113–131. [Google Scholar] [CrossRef]
- Ruiz-Iglesias, P.; Gorgori-González, A.; Massot-Cladera, M.; Castell, M.; Pérez-Cano, F.J. Does Flavonoid Consumption Improve Exercise Performance? Is It Related to Changes in the Immune System and Inflammatory Biomarkers? A Systematic Review of Clinical Studies since 2005. Nutrients 2021, 13, 1132. [Google Scholar] [CrossRef]
- Somerville, V.; Bringans, C.; Braakhuis, A. Polyphenols and Performance: A Systematic Review and Meta-Analysis. Sports Med. 2017, 47, 1589–1599, Erratum in Sports Med. 2017, 47, 1601.. [Google Scholar] [CrossRef]
- Amiot, M.J.; Riva, C.; Vinet, A. Effects of Dietary Polyphenols on Metabolic Syndrome Features in Humans: A Systematic Review. Obes. Rev. 2016, 17, 573–586. [Google Scholar] [CrossRef] [PubMed]
- Del Bo’, C.; Bernardi, S.; Marino, M.; Porrini, M.; Tucci, M.; Guglielmetti, S.; Cherubini, A.; Carrieri, B.; Kirkup, B.; Kroon, P.; et al. Systematic Review on Polyphenol Intake and Health Outcomes: Is There Sufficient Evidence to Define a Health-Promoting Polyphenol-Rich Dietary Pattern? Nutrients 2019, 11, 1355. [Google Scholar] [CrossRef]
- McDonald, D.; Hyde, E.; Debelius, J.W.; Morton, J.T.; Gonzalez, A.; Ackermann, G.; Aksenov, A.A.; Behsaz, B.; Brennan, C.; Chen, Y.; et al. American Gut: An Open Platform for Citizen Science Microbiome Research. mSystems 2018, 3, e00031-18. [Google Scholar] [CrossRef] [PubMed]
- Moqri, M.; Herzog, C.; Poganik, J.R.; Justice, J.; Belsky, D.; Higgins-Chen, A.; Moskalev, A.; Fuellen, G.; Cohen, A.A.; Bautmans, I.; et al. Biomarkers of Aging for the Identification and Evaluation of Longevity Interventions. Cell 2023, 186, 3758–3775. [Google Scholar] [CrossRef]
- Refn, M.R.; Andersen, M.M.; Kampmann, M.-L.; Tfelt-Hansen, J.; Sørensen, E.; Larsen, M.H.; Morling, N.; Børsting, C.; Pereira, V. Longitudinal Changes and Variation in Human DNA Methylation Analysed with the Illumina MethylationEPIC BeadChip Assay and Their Implications on Forensic Age Prediction. Sci. Rep. 2023, 13, 21658. [Google Scholar] [CrossRef]
- Ye, Z.; Jiang, L.; Zhao, M.; Liu, J.; Dai, H.; Hou, Y.; Wang, Z. Epigenome-Wide Screening of CpG Markers to Develop a Multiplex Methylation SNaPshot Assay for Age Prediction. Leg. Med. 2022, 59, 102115. [Google Scholar] [CrossRef]
- Pan, M.-H.; Lai, C.-S.; Wu, J.-C.; Ho, C.-T. Epigenetic and Disease Targets by Polyphenols. Curr. Pharm. Des. 2013, 19, 6156–6185. [Google Scholar] [CrossRef]
- Yaskolka Meir, A.; Keller, M.; Hoffmann, A.; Rinott, E.; Tsaban, G.; Kaplan, A.; Zelicha, H.; Hagemann, T.; Ceglarek, U.; Isermann, B.; et al. The Effect of Polyphenols on DNA Methylation-Assessed Biological Age Attenuation: The DIRECT PLUS Randomized Controlled Trial. BMC Med. 2023, 21, 364. [Google Scholar] [CrossRef] [PubMed]
- Collins, C.; Brown, J.; Berkley, N. MuhdoAge: A Novel Saliva Based Epigenetic Clock That Has a Strong Association with Ageing in a Healthy, Disease-Free Cohort. Preprints 2024, 2024040985. [Google Scholar]











| Active Blend Breakdown | Principal Polyphenol (s) Present | Dose/Day (mg) |
|---|---|---|
| Grape extract (Vitis vinifera fruit and leaves) | 118.13 | |
| Ginger extract (Zingiber officinale, rhizomes) | Gingerol, Quercetin | 75 |
| European elder (Sambucus nigra, fruit) | 18.23 | |
| Rosemary extract (Salvia rosmarinus, leaves) | Rosmarinic Acid | 56.25 |
| Blueberry extract (Vaccinium caesariense, fruit) | Anthocyanins | 18.75 |
| Black currant (Ribes nigrum, fruit) | 18.23 | |
| Pomegranate extract (Punica granatum, fruit) | Punicalagin | 75 |
| Apple extract (Malus pumila, fruit) | 75 | |
| Green coffee bean extract (Coffea arabica, seed) | Chlorogenic acids | 56.25 |
| Beet (Beta vulgaris, root) | 18.38 | |
| Kale (Brassica oleracea var. acephala, leaf) | 18.75 | |
| Grapefruit (Citrus paradisi extract, fruit) | Naringin | 18.75 |
| Olive extract (Olea europaea, fruit) | Hydroxytyrosol | 47.85 |
| Onion extract (Allium cepa, bulb) | Quercetin | 75 |
| Carrot (Daucus carota sativus, root) | 18.38 | |
| Tomato (Lycopersicon esculentum, fruit) | 13.88 |
| Outcome(s)/Parameter(s) Tested | Duration of Use | Food and Dose/Serving Level | Population | Reference(s) |
|---|---|---|---|---|
| Cognitive Function | ||||
| Memory performance, cardiovascular function | 1 h to 24 weeks | Blueberry juice/powders/extracts. Anthocyanin content of the intervention product was provided in all articles and ranged from 1.35 to 724 mg/day. | Healthy and patient populations suffering from metabolic syndrome, myocardial infarction, insulin resistance, or (pre-)hypertension. | [42] |
| Improved episodic memory performance in delayed word recognition | 24 weeks | Wild blueberry extract at 500 mg and 1000 mg, and a purified extract at 100 mg. | Older adults with subjective mild cognitive impairment. | [40] |
| Antioxidant/Oxidative Stress | ||||
| Oxidative stress | 2 weeks (2-week washout) | 5, 10, 20 mg of lycopene from tomato ketchup or Lyc-O-Mato capsule per day | Healthy male and female subjects | [46] |
| Oxidative stress biomarkers, lipid profile (total cholesterol (TC), high-density lipoprotein (HDL), low-density lipoprotein (LDL)) | 6 months | 4 mg lycopene/day | Healthy postmenopausal women | [47] |
| Inflammation, immunomodulation, oxidative stress | 26 days | Lyc-o-Mato (5.7 mg of lycopene, 3.7 mg of phytoene, 2.7 mg of phytofluene, 1 mg of beta-carotene, and 1.8 mg of alpha-tocopherol) | Healthy men and women | [48] |
| Liver function and inflammatory biomarkers | 8–12 weeks | 50 to 1200 mg green coffee bean extract (GCBE)/day | Meta-analysis of healthy and disease populations (overweight/obese individuals with normal liver function and non-alcoholic fatty liver disease [NAFLD] adults) | [49] |
| Oxidative stress | 4 to 12 weeks | 1430 to 3000 mg/day of ginger extract powder; 1 to 3000 mg/day of ginger powder | Meta-analysis of studies conducted in patients with cancer, obesity, Type 2 diabetes (T2D), NAFLD | [50] |
| Inflammation and chronic pain | 30 days | 25 mg of ginger and 5 mg of Echinacea | Subjects with knee osteoarthritis | [51] |
| Pain | 2 days to 6 months | 500 mg to 12 g of ginger; 1 g of ginger powder; and 15 to 170 mg of ginger extract | Systematic review in disease conditions (e.g., osteoarthritis) and healthy participants (e.g., those undergoing acute eccentric exercise). | [52] |
| Inflammatory markers | 4 to 12 weeks | 1 to 3 g ginger/day | Meta-analysis of studies conducted in disease populations (e.g., T2D, NAFLD, osteoarthritis, breast cancer) | [53] |
| Metabolic Health | ||||
| Glycemic control/Blood glucose | 4 weeks Acute for the juice | 0, 200, or 400 mg of pomegranate extract (capsules providing 24 and 48 mg of punicalagin/day) or 12.4 mg of punicalagin/day (beverage) | Healthy adults | [54] |
| Glucose metabolism | 45 days | 350 mg/day of apple peel extract (providing 2.85 mg of total phenolic content) | Female population with hyperlipidemia | [55] |
| Body weight, BMI, waist circumference | 16 weeks | 28 mg chlorogenic acids (CGA)/day (provided from Kepar) | Adults with metabolic syndrome | [56] |
| Fasting glucose | 10 weeks | 1000 mg ginger | Peritoneal dialysis patients | [57] |
| Lipid profile (TC, LDL, and HDL) | 2.5 months | 25 mg of olive fruit extract/day (providing 5 mg hydroxytyrosol//day) in combination with red yeast rice (RYR) | Patients with and without statin-associated myalgia | [58] |
| Lipid profile (TC, LDL, HDL, and triglyceride levels) | 2 to 12 weeks | 46 to 800 mg of GCBE/day | Meta-analysis of studies conducted in healthy men, obese/overweight women, and patients with metabolic syndrome, hypertension, and NAFLD | [59] |
| Lipid profile (TC, LDL, HDL, and triglyceride levels) | 2 to 12 weeks | 150–200 mL onion extract/day, 100–1000 mg onion peel extract/day, 100 mL/day onion juice, and 900 mg/day steamed onion | Meta-analysis of studies conducted in patients with dyslipidemia | [60] |
| Blood pressure | 4 to 16 weeks | 46 to 800 mg of GCBE/day | Meta-analysis of studies conducted in adults with mild hypertension or normotensive males, overweight women, and patients with metabolic syndrome. | [61] |
| Blood Pressure, lipid profile, blood biochemistry | 28 days | 46 mg/day GCBE (containing 25 mg CGA), 93 mg/day (containing 50 mg CGA), or 185 mg/day (containing 100 mg CGA) | Randomized controlled trial (RCT) in mildly hypertensive subjects | [62] |
| ORAC values above 10,000 | |
| English walnuts | 13,541 |
| Fresh oregano | 13,970 |
| Fresh peppermint | 13,978 |
| ORAC values above 7000–10,000 | |
| Raw lentils | 7282 |
| Raw pinto beans | 7779 |
| Raw pistachio nuts | 7983 |
| ORAC values of 3000–5000 | |
| Raw apples with skin on | 3082 |
| Raw broccoli | 3083 |
| Raw gooseberries | 3277 |
| Sweet, raw cherries | 3365 |
| Raw green apples with skin | 3898 |
| White raisins dried to 40% moisture | 4188 |
| Raw red delicious apples with skin on | 4275 |
| Raw raspberries | 4882 |
| Ingredient in DailyColorsTM | ORAC Value (µmole Trolox Equivalents/100 g) * | ORAC * | ORAC Ranking Among Highest ORAC Foods (Out of 498) * |
|---|---|---|---|
| Vitis vinifera extract (fruit and leaves) | 108,130 | 108,130 | 22 |
| Ginger extract (rhizomes) | 14,840 | 14,840 | 78 |
| European elder (fruit) | 14,697 | 14,697 | 79 |
| Rosemary extract (leaves) | 11,070 | 11,070 | 87 |
| Blueberry extract (fruit) | 9621 | 9621 | 94 |
| Black currant (fruit) | 7957 | 7957 | 108 |
| Pomegranate extract (fruit) | 4479 | 4479 | 145 |
| Malus pumila extract (fruit) | 3049 | 3049 | 179 |
| Coffea arabica extract (seed) | 2780 | 2780 | 182 |
| Beta vulgaris (root) | 1776 | 1776 | 245 |
| Brassica oleracea var. acephala (leaf) | 1770 | 1770 | 247 |
| Citrus paradisi extract (fruit) | 1548 | 1548 | 263 |
| Olea europaea extract(fruit) | 1010 | 1010 | 310 |
| Allium cepa extract (bulb) | 913 | 913 | 323 |
| Carrot (root) | 697 | 697 | 360 |
| Lycopersicon esculentum (fruit) | 3870 | 387 | 412 |
| Group | Average of Memory Age T0 | Average of Memory Age TF |
|---|---|---|
| High dose (n = 49) | 64.98 | 60.79 |
| Low dose (n = 39) | 64.61 | 60.84 |
| Placebo (n = 39) | 64.21 | 60.57 |
| Total average | 64.63 | 60.73 |
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Szlapinski, S.K.; Hallam, B.; Charrette, A.; Guthrie, N.; Hilmas, C.J. Decoding the Longevity Networks of the Mediterranean Diet: Systems Biology and Multi-Pathway Mechanisms Shaping Healthspan. Int. J. Mol. Sci. 2026, 27, 3634. https://doi.org/10.3390/ijms27083634
Szlapinski SK, Hallam B, Charrette A, Guthrie N, Hilmas CJ. Decoding the Longevity Networks of the Mediterranean Diet: Systems Biology and Multi-Pathway Mechanisms Shaping Healthspan. International Journal of Molecular Sciences. 2026; 27(8):3634. https://doi.org/10.3390/ijms27083634
Chicago/Turabian StyleSzlapinski, Sandra K., Bryana Hallam, Andrew Charrette, Najla Guthrie, and Corey J. Hilmas. 2026. "Decoding the Longevity Networks of the Mediterranean Diet: Systems Biology and Multi-Pathway Mechanisms Shaping Healthspan" International Journal of Molecular Sciences 27, no. 8: 3634. https://doi.org/10.3390/ijms27083634
APA StyleSzlapinski, S. K., Hallam, B., Charrette, A., Guthrie, N., & Hilmas, C. J. (2026). Decoding the Longevity Networks of the Mediterranean Diet: Systems Biology and Multi-Pathway Mechanisms Shaping Healthspan. International Journal of Molecular Sciences, 27(8), 3634. https://doi.org/10.3390/ijms27083634

