Is the Mediterranean Low Fodmap Diet Effective in Managing Irritable Bowel Syndrome Symptoms and Gut Microbiota? An Innovative Research Protocol
Abstract
:1. Introduction
2. Materials and Methods
2.1. Eligibility Criteria
2.2. Exclusion Criteria
2.3. Bioethics
2.4. Interventions
2.4.1. Randomization
2.4.2. Control Group
2.4.3. The MED-LFD Group
Second Phase
Third Phase
2.5. Consultations
2.6. Rescue Medication
2.7. Adverse Events, Serious Adverse Events, and Study Discontinuation
2.8. Data Collection, Questionnaires and Evaluations
2.8.1. Questionnaires
2.8.2. Adequate Relief
2.8.3. Adherence
2.9. Study Timepoints
2.10. Study Endpoints
2.11. Statistics
2.11.1. Sample Size Calculation
2.11.2. Study Populations
2.11.3. Statistical Analysis
2.12. Exploratory Analyses
2.12.1. Fecal Samples Collection
2.12.2. Metagenomic Analysis
2.12.3. Short-Chain Fatty Acids Measurements
3. Expected Results and Discussion
4. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
AE | Adverse events |
AR | Adequate relief |
BMI | Body Mass Index |
BSFS | Bristol Stool Form Scale |
BSTFA | Bis(trimethylsilyl)trifluoroacetamide |
DE | Diethyl Ether |
FODMAP | Fermentable oligo-, di-, monosaccharides and polyols |
GC/MS | Gas Chromatography/Mass Spectrometry |
GSRS-IBS | Gastrointestinal Symptom Rating Scale-IBS version |
HADS | Hospital Anxiety and Depression Scale |
HADS-D | The HADS questionnaire measures depression |
HADS-A | The HADS questionnaire measures anxiety |
IBS | Irritable Bowel Syndrome |
IBS-SSS | IBS severity scoring system |
ITT | Intention-to-treat population |
QoL | Quality of Life |
LFD | Low FODMAP Diet |
MED | Mediterranean Diet |
MED-LFD | Mediterranean Diet-Low FODMAP Diet |
MCS | Mental Composite Score |
NICE | National Institute for Health and Care Excellence |
PCS | Physical Composite Score |
PCR | Polymerase Chain Reaction |
PP | Per Protocol |
SAEs | Serious Adverse Events |
SF12 | 12-Item Short Form Survey |
SCFAs | Short-chain Chain Fatty Acids |
Appendix A. Monash FODMAP Diet App
Appendix B. Questionnaires
Appendix B.1. IBS-SSS
Appendix B.2. Twelve (12)-Item Short Form Survey (SF12)
Appendix B.3. Irritable Bowel Syndrome-Quality of Life Measure (IBS-QoL)
Appendix B.4. Gastrointestinal Symptom Rating Scale-IBS Version (GSRS-IBS)
Appendix B.5. Hospital Anxiety and Depression Scale (HADS)
Appendix C. Laboratory Steps of the Metagenomics Analysis
Appendix C.1. DNA Extraction from Stool Samples
Appendix C.2. Gut Microbiota Analysis Using Oxford Nanopore Technologies
Appendix D. Short-Chain Fatty Acids Measurements
Appendix D.1. Gas Chromatography/Mass Spectrometry Analysis
Appendix D.2. SCFAs Extraction
References
- Hadjivasilis, A.; Tsioutis, C.; Michalinos, A.; Ntourakis, D.; Christodoulou, D.K.; Agouridis, A.P. New insights into irritable bowel syndrome: From pathophysiology to treatment. Ann. Gastroenterol. 2019, 32, 554–564. [Google Scholar] [CrossRef]
- Bhinder, G.; Meza-Cardona, J.M.; Low, A.; Aumais, G.; Attara, G.P.; Gray, J.R. Irritable Bowel Syndrome Patient Experience: A Survey of Patient-Reported Symptoms by Irritable Bowel Syndrome Subtype and Impact on Quality of Life. J. Can. Assoc. Gastroenterol. 2023, 6, 219–228. [Google Scholar] [CrossRef]
- Kasti, A.; Petsis, K.; Lambrinou, S.; Katsas, K.; Nikolaki, M.; Papanikolaou, I.S.; Hatziagelaki, E.; Triantafyllou, K. A Combination of Mediterranean and Low-FODMAP Diets for Managing IBS Symptoms? Ask Your Gut! Microorganisms 2022, 10, 751. [Google Scholar] [CrossRef]
- Kim, G.-H.; Lee, K.; Shim, J.O. Gut Bacterial Dysbiosis in Irritable Bowel Syndrome: A Case-Control Study and a Cross-Cohort Analysis Using Publicly Available Data Sets. Microbiol. Spectr. 2023, 11, e0212522. [Google Scholar] [CrossRef]
- Shaikh, S.D.; Sun, N.; Canakis, A.; Park, W.Y.; Weber, H.C. Irritable Bowel Syndrome and the Gut Microbiome: A Comprehensive Review. J. Clin. Med. 2023, 12, 2558. [Google Scholar] [CrossRef]
- Kaźmierczak-Siedlecka, K.; Roviello, G.; Catalano, M.; Polom, K. Gut Microbiota Modulation in the Context of Immune-Related Aspects of Lactobacillus spp. and Bifidobacterium spp. in Gastrointestinal Cancers. Nutrients 2021, 13, 2674. [Google Scholar] [CrossRef]
- Virk, M.S.; Virk, M.A.; He, Y.; Tufail, T.; Gul, M.; Qayum, A.; Rehman, A.; Rashid, A.; Ekumah, J.-N.; Han, X.; et al. The Anti-Inflammatory and Curative Exponent of Probiotics: A Comprehensive and Authentic Ingredient for the Sustained Functioning of Major Human Organs. Nutrients 2024, 16, 546. [Google Scholar] [CrossRef]
- Seo, B.; Jeon, K.; Kim, W.K.; Jang, Y.J.; Cha, K.H.; Ko, G. Strain-Specific Anti-Inflammatory Effects of Faecalibacterium prausnitzii Strain KBL1027 in Koreans. Probiotics Antimicrob. Proteins 2024, 16, 1–14. [Google Scholar] [CrossRef]
- Carco, C.; Young, W.; Gearry, R.B.; Talley, N.J.; McNabb, W.C.; Roy, N.C. Increasing Evidence That Irritable Bowel Syndrome and Functional Gastrointestinal Disorders Have a Microbial Pathogenesis. Front. Cell. Infect. Microbiol. 2020, 10, 468. [Google Scholar] [CrossRef]
- Baldelli, V.; Scaldaferri, F.; Putignani, L.; Del Chierico, F. The Role of Enterobacteriaceae in Gut Microbiota Dysbiosis in Inflammatory Bowel Diseases. Microorganisms 2021, 9, 697. [Google Scholar] [CrossRef]
- Nikolaki, M.D.; Kasti, A.N.; Katsas, K.; Petsis, K.; Lambrinou, S.; Patsalidou, V.; Stamatopoulou, S.; Karlatira, K.; Kapolos, J.; Papadimitriou, K.; et al. The Low-FODMAP Diet, IBS, and BCFAs: Exploring the Positive, Negative, and Less Desirable Aspects—A Literature Review. Microorganisms 2023, 11, 2387. [Google Scholar] [CrossRef] [PubMed]
- Rishor-Olney, C.R.; Hinson, M.R. Mediterranean Diet; StatPearls Publishing: Treasure Island, FL, USA, 2023. [Google Scholar]
- Chen, E.Y.; Mahurkar-Joshi, S.; Liu, C.; Jaffe, N.; Labus, J.S.; Dong, T.S.; Gupta, A.; Patel, S.; Mayer, E.A.; Chang, L. The Association Between a Mediterranean Diet and Symptoms of Irritable Bowel Syndrome. Clin. Gastroenterol. Hepatol. 2023, 22, 164–172.e6. [Google Scholar] [CrossRef] [PubMed]
- Paduano, D.; Cingolani, A.; Tanda, E.; Usai, P. Effect of Three Diets (Low-FODMAP, Gluten-free and Balanced) on Irritable Bowel Syndrome Symptoms and Health-Related Quality of Life. Nutrients 2019, 11, 1566. [Google Scholar] [CrossRef] [PubMed]
- Bonaccio, M.; Costanzo, S.; Di Castelnuovo, A.; Gialluisi, A.; Ruggiero, E.; De Curtis, A.; Persichillo, M.; Cerletti, C.; Donati, M.B.; de Gaetano, G.; et al. Increased Adherence to a Mediterranean Diet Is Associated with Reduced Low-Grade Inflammation after a 12.7-Year Period: Results from the Moli-sani Study. J. Acad. Nutr. Diet. 2022, 123, 783–795.e7. [Google Scholar] [CrossRef] [PubMed]
- Michopoulos, I.; Douzenis, A.; Kalkavoura, C.; Christodoulou, C.; Michalopoulou, P.; Kalemi, G.; Fineti, K.; Patapis, P.; Protopapas, K.; Lykouras, L. Hospital Anxiety and Depression Scale (HADS): Validation in a Greek general hospital sample. Ann. Gen. Psychiatry 2008, 7, 4. [Google Scholar] [CrossRef] [PubMed]
- Widmer, R.J.; Flammer, A.J.; Lerman, L.O.; Lerman, A. The Mediterranean diet, its components, and cardiovascular disease. Am. J. Med. 2015, 128, 229–238. [Google Scholar] [CrossRef]
- Whelan, K.; Martin, L.D.; Staudacher, H.M.; Lomer, M.C.E. The low FODMAP diet in the management of irritable bowel syndrome: An evidence-based review of FODMAP restriction, reintroduction and personalisation in clinical practice. J. Hum. Nutr. Diet. 2018, 31, 239–255. [Google Scholar] [CrossRef] [PubMed]
- Cederholm, T.; Barazzoni, R.; Austin, P.; Ballmer, P.; Biolo, G.; Bischoff, S.C.; Compher, C.; Correia, I.; Higashiguchi, T.; Holst, M.; et al. ESPEN guidelines on definitions and terminology of clinical nutrition. Clin. Nutr. 2017, 36, 49–64. [Google Scholar] [CrossRef] [PubMed]
- Weir, C.B.; Jan, A. BMI Classification Percentile And Cut Off Points. 2022. [Google Scholar]
- Francis, C.Y.; Morris, J.; Whorwell, P.J. The irritable bowel severity scoring system: A simple method of monitoring irritable bowel syndrome and its progress. Aliment. Pharmacol. Ther. 1997, 11, 395–402. [Google Scholar] [CrossRef] [PubMed]
- Nikolaos, D. Translation, Validation, and First Application of the Greek version of Irritable Bowel Syndrome Severity Scoring System. Ann. Gastroenterol. 2024, 37, 182–190. [Google Scholar]
- Ware, J.; Kosinski, M.; Keller, S.D. A 12-Item Short-Form Health Survey: Construction of scales and preliminary tests of reliability and validity. Med. Care. 1996, 34, 220–233. [Google Scholar] [CrossRef] [PubMed]
- Ware, J.; Kosinski, M.; Keller, S. SF-12: How to Score the SF-12 Physical and Mental Health Summary Scales; QualityMetric, Inc.: Lincoln, RI, USA; The Health Assessment Lab: Boston, MA, USA, 1998. [Google Scholar]
- Kontodimopoulos, N.; Pappa, E.; Niakas, D.; Tountas, Y. Validity of SF-12 summary scores in a Greek general population. Health Qual. Life Outcomes 2007, 5, 55. [Google Scholar] [CrossRef]
- Patrick, D.L.; Drossman, D.A.; Frederick, I.O.; Dicesare, J.; Puder, K.L. Quality of Life in Persons with Irritable Bowel Syndrome (Development and Validation of a New Measure). Dig. Dis. Sci. 1998, 43, 400–411. [Google Scholar] [CrossRef]
- Patrick, D.L.; Erickson, P. Health status and health policy: Quality of life in health care evaluation and resource allocation. 1993. [Google Scholar]
- Andrae, D.A.; Patrick, D.L.; Drossman, D.A.; Covington, P.S. Evaluation of the Irritable Bowel Syndrome Quality of Life (IBS-QOL) questionnaire in diarrheal-predominant irritable bowel syndrome patients. Health Qual. Life Outcomes 2013, 11, 208. [Google Scholar] [CrossRef] [PubMed]
- Thompson, W.G.; Longstreth, G.F.; Drossman, D.A.; Heaton, K.W.; Irvine, E.J.; Muller-Lissner, S.A. Functional bowel disorders and functional abdominal pain. Gut 1999, 45 (Suppl. S2), ii43–ii47. [Google Scholar] [CrossRef] [PubMed]
- Drossman, D.A.; Chey, W.D.; Johanson, J.F.; Fass, R.; Scott, C.; Panas, R.; Ueno, R. Clinical trial: Lubiprostone in patients with constipation-associated irritable bowel syndrome—Results of two randomized, placebo-controlled studies. Aliment. Pharmacol. Ther. 2009, 29, 329–341. [Google Scholar] [CrossRef] [PubMed]
- Drossman, D.A.; Patrick, D.L.; Whitehead, W.E.; Toner, B.B.; Diamant, N.E.; Hu, Y.; Jia, H.; Bangdiwala, S.I. Further validation of the IBS-QOL: A disease-specific quality-of-life questionnaire. Am. J. Gastroenterol. 2000, 95, 999–1007. [Google Scholar] [CrossRef] [PubMed]
- Drossman, D.; Morris, C.B.; Hu, Y.; Toner, B.B.; Diamant, N.; Whitehead, W.E.; Dalton, C.B.; Leserman, J.; Patrick, D.L.; Bangdiwala, S.I. Characterization of health related quality of life (HRQOL) for patients with functional bowel disorder (FBD) and its response to treatment. Am. J. Gastroenterol. 2007, 102, 1442–1453. [Google Scholar] [CrossRef] [PubMed]
- Wiklund, I.K.; Fullerton, S.; Hawkey, C.J.; Jones, R.H.; Longstreth, G.F.; Mayer, E.A.; Peacock, R.A.; Wilson, I.K.; Naesdal, J. An irritable bowel syndrome-specific symptom questionnaire: Development and validation. Scand. J. Gastroenterol. 2003, 38, 947–954. [Google Scholar] [CrossRef]
- Zigmond, A.S.; Snaith, R.P. The hospital anxiety and depression scale. Acta Psychiatr. Scand. 1983, 67, 361–370. [Google Scholar] [CrossRef]
- Mangel, A.; Hahn, B.; Heath, A.; Northcutt, A.; Kong, S.; Dukes, G.; McSorley, D. Adequate relief as an endpoint in clinical trials in irritable bowel syndrome. J. Int. Med. Res. 1998, 26, 76–81. [Google Scholar] [CrossRef]
- Mangel, A.W.; Fehnel, S. Adequate Relief in IBS Treatment Trials: Corrections to Errors Stated by Whitehead et al. Am. J. Gastroenterol. 2006, 101, 2884–2885. [Google Scholar] [CrossRef]
- Lyra, A.; Hillilä, M.; Huttunen, T.; Männikkö, S.; Taalikka, M.; Tennilä, J.; Tarpila, A.; Lahtinen, S.; Ouwehand, A.C.; Veijola, L. Irritable bowel syndrome symptom severity improves equally with probiotic and placebo. World J. Gastroenterol. 2016, 22, 10631. [Google Scholar] [CrossRef]
- Varjú, P.; Farkas, N.; Hegyi, P.; Garami, A.; Szabó, I.; Illés, A.; Solymár, M.; Vincze, Á.; Balaskó, M.; Pár, G.; et al. Low fermentable oligosaccharides, disaccharides, monosaccharides and polyols (FODMAP) diet improves symptoms in adults suffering from irritable bowel syndrome (IBS) compared to standard IBS diet: A meta-analysis of clinical studies. PLoS ONE 2017, 12, e0182942. [Google Scholar] [CrossRef]
- Tripepi, G.; Chesnaye, N.C.; Dekker, F.W.; Zoccali, C.; Jager, K.J. Intention to treat and per protocol analysis in clinical trials. Nephrology 2020, 25, 513–517. [Google Scholar] [CrossRef]
- Rockwood, A.L.; Kushnir, M.M.; Clarke, N.J. Principles and Applications of Clinical Mass Spectrometry; Elsevier: Amsterdam, The Netherlands, 2018; pp. 33–65. [Google Scholar]
- De Angelis, C.; Drazen, J.M.; Frizelle, F.A.; Haug, C.; Hoey, J.; Horton, R.; Kotzin, S.; Laine, C.; Marusic, A.; Overbeke, A.J.P.; et al. Clinical trial registration: A statement from the International Committee of Medical Journal Editors. JAMA 2004, 292, 1363–1364. [Google Scholar] [CrossRef]
- Berger, V.W.; Alperson, S.Y. A General Framework for the Evaluation of Clinical Trial Quality. Rev. Recent Clin. Trials 2009, 4, 79–88. [Google Scholar] [CrossRef]
- Bellini, M.; Tonarelli, S.; Mumolo, M.G.; Bronzini, F.; Pancetti, A.; Bertani, L.; Costa, F.; Ricchiuti, A.; De Bortoli, N.; Marchi, S.; et al. Low Fermentable Oligo- Di- and Mono-Saccharides and Polyols (FODMAPs) or Gluten Free Diet: What Is Best for Irritable Bowel Syndrome? Nutrients 2020, 12, 3368. [Google Scholar] [CrossRef]
- Staudacher, H.M. Nutritional, microbiological and psychosocial implications of the low FODMAP diet. J. Gastroenterol. Hepatol. 2017, 32, 16–19. [Google Scholar] [CrossRef]
- Sultan, N.; Varney, J.E.; Halmos, E.P.; Biesiekierski, J.R.; Yao, C.K.; Muir, J.G.; Gibson, P.R.; Tuck, C.J. How to Implement the 3-Phase FODMAP Diet Into Gastroenterological Practice. J. Neurogastroenterol. Motil. 2022, 28, 343–356. [Google Scholar] [CrossRef]
- Rej, A.; Avery, A.; Aziz, I.; Black, C.J.; Bowyer, R.K.; Buckle, R.L.; Seamark, L.; Shaw, C.C.; Thompson, J.; Trott, N.; et al. Diet and irritable bowel syndrome: An update from a UK consensus meeting. BMC Med. 2022, 20, 287. [Google Scholar] [CrossRef]
- Shimizu, H.; Masujima, Y.; Ushiroda, C.; Mizushima, R.; Taira, S.; Ohue-Kitano, R.; Kimura, I. Dietary short-chain fatty acid intake improves the hepatic metabolic condition via FFAR3. Sci. Rep. 2019, 9, 16574. [Google Scholar] [CrossRef]
- Silva, Y.P.; Bernardi, A.; Frozza, R.L. The Role of Short-Chain Fatty Acids from Gut Microbiota in Gut-Brain Communication. Front. Endocrinol. 2020, 11, 25. [Google Scholar] [CrossRef]
- Ghaffari, P.; Shoaie, S.; Nielsen, L.K. Irritable bowel syndrome and microbiome; Switching from conventional diagnosis and therapies to personalized interventions. J. Transl. Med. 2022, 20, 173. [Google Scholar] [CrossRef]
- Nogal, A.; Valdes, A.M.; Menni, C. The role of short-chain fatty acids in the interplay between gut microbiota and diet in cardio-metabolic health. Gut Microbes 2021, 13, 1897212. [Google Scholar] [CrossRef]
- Vrdoljak, J.; Kumric, M.; Vilovic, M.; Martinovic, D.; Tomic, I.J.; Krnic, M.; Kurir, T.T.; Bozic, J. Effects of Olive Oil and Its Components on Intestinal Inflammation and Inflammatory Bowel Disease. Nutrients 2022, 14, 757. [Google Scholar] [CrossRef]
- Understanding the Traffic Lights in the Monash FODMAP Diet App. Available online: https://www.monashfodmap.com/blog/traffic-light-system/ (accessed on 7 December 2023).
- Heather, J.M.; Chain, B. The sequence of sequencers: The history of sequencing DNA. Genomics 2016, 107, 1–8. [Google Scholar] [CrossRef]
- Venkatesan, B.M.; Dorvel, B.; Yemenicioglu, S.; Watkins, N.; Petrov, I.; Bashir, R. Highly Sensitive, Mechanically Stable Nanopore Sensors for DNA Analysis. Adv. Mater. 2009, 21, 2771–2776. [Google Scholar] [CrossRef]
- Feng, Y.; Zhang, Y.; Ying, C.; Wang, D.; Du, C. Nanopore-Based Fourth-Generation DNA Sequencing Technology. Genom. Proteom. Bioinform. 2015, 13, 4–16. [Google Scholar] [CrossRef]
- Hayden, E.C. Data from pocket-sized genome sequencer unveiled. Nature 2014. [Google Scholar] [CrossRef]
- Maghini, D.G.; Moss, E.L.; Vance, S.E.; Bhatt, A.S. Improved high-molecular-weight DNA extraction, nanopore sequencing and metagenomic assembly from the human gut microbiome. Nat. Protoc. 2021, 16, 458–471. [Google Scholar] [CrossRef] [PubMed]
- Zhang, S.; Wang, H.; Zhu, M.-J. A sensitive GC/MS detection method for analyzing microbial metabolites short chain fatty acids in fecal and serum samples. Talanta 2019, 196, 249–254. [Google Scholar] [CrossRef] [PubMed]
NICE Group | MED-LFD Group | |
---|---|---|
Energy intake | 1797 (kcal)/7585 (kJ) | 1799 (kcal)/7527 (kJ) |
Proteins (g) | 86.53 | 85 |
Fats (g) | 61.68 | 80 |
Saturated (g) | 14.39 | 16.9 |
Monounsaturated (g) | 27.64 | 43.6 |
Polyunsaturated (g) | 6.86 | 13.3 |
Carbohydrates (g) | 239.79 | 197 |
Total Sugars (g) | 101.08 | 59.1 |
Fiber (g) | 25.27 | 24.95 |
* Total FODMAPs (g) | - | 1.25 |
* Oligosaccharides (g) | - | 1.22 |
* Polyols (g) | - | 0.23 |
* Lactose (g) | - | 0.11 |
* Galactooligosaccharides (g) | - | 0.03 |
* Fructose in excess of glucose (g) | - | 0.48 |
* Fructans (g) | - | 1.29 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Kasti, A.N.; Katsas, K.; Petsis, K.; Lambrinou, S.; Synodinou, K.D.; Kapetani, A.; Smart, K.L.; Nikolaki, M.D.; Halvatsiotis, P.; Triantafyllou, K.; et al. Is the Mediterranean Low Fodmap Diet Effective in Managing Irritable Bowel Syndrome Symptoms and Gut Microbiota? An Innovative Research Protocol. Nutrients 2024, 16, 1592. https://doi.org/10.3390/nu16111592
Kasti AN, Katsas K, Petsis K, Lambrinou S, Synodinou KD, Kapetani A, Smart KL, Nikolaki MD, Halvatsiotis P, Triantafyllou K, et al. Is the Mediterranean Low Fodmap Diet Effective in Managing Irritable Bowel Syndrome Symptoms and Gut Microbiota? An Innovative Research Protocol. Nutrients. 2024; 16(11):1592. https://doi.org/10.3390/nu16111592
Chicago/Turabian StyleKasti, Arezina N., Konstantinos Katsas, Konstantinos Petsis, Sophia Lambrinou, Kalliopi D. Synodinou, Aliki Kapetani, Kerry Louise Smart, Maroulla D. Nikolaki, Panagiotis Halvatsiotis, Konstantinos Triantafyllou, and et al. 2024. "Is the Mediterranean Low Fodmap Diet Effective in Managing Irritable Bowel Syndrome Symptoms and Gut Microbiota? An Innovative Research Protocol" Nutrients 16, no. 11: 1592. https://doi.org/10.3390/nu16111592
APA StyleKasti, A. N., Katsas, K., Petsis, K., Lambrinou, S., Synodinou, K. D., Kapetani, A., Smart, K. L., Nikolaki, M. D., Halvatsiotis, P., Triantafyllou, K., & Muir, J. G. (2024). Is the Mediterranean Low Fodmap Diet Effective in Managing Irritable Bowel Syndrome Symptoms and Gut Microbiota? An Innovative Research Protocol. Nutrients, 16(11), 1592. https://doi.org/10.3390/nu16111592