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Baldi S, Sarikaya D, Lotti S, Cuffaro F, Fink D, Colombini B, Sofi F, Amedei A. From traditional to artificial intelligence-driven approaches: Revolutionizing personalized and precision nutrition in inflammatory bowel disease. Clin Nutr ESPEN 2025; 68:106-117. [PMID: 40345659 DOI: 10.1016/j.clnesp.2025.05.012] [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: 04/17/2025] [Accepted: 05/02/2025] [Indexed: 05/11/2025]
Abstract
Inflammatory bowel disease (IBD), comprising ulcerative colitis and Crohn's disease, is a chronic inflammatory condition with global prevalence and varying incidence. The IBD pathogenesis involves intricate interactions among genetic, host and environmental factors, leading to dysregulated immune responses and chronic intestinal inflammation. Alongside elevated levels of inflammatory cytokines and altered miRNAs expression, more studies highlight significant dysbiosis in both fecal and ileal microbiota of IBD patients. This dysbiosis is characterized by an increase in pro-inflammatory and mucin-degrading bacteria (e.g., Fusobacterium spp., Escherichia spp.) and a decline in short-chain fatty acids (SCFAs) -producing microbes (e.g., Roseburia spp., Faecalibacterium spp.) which play a protective role in gut health. Diet emerges as a key environmental factor influencing IBD onset and progression and recent advancements in"omics" technologies, such as genomics, transcriptomics, and metabolomics, provide a deeper understanding of the molecular interactions between genes, gut microbiota (GM) and nutrition. Finally, new technologies like artificial intelligence (AI), further enhance findings by enabling data integration and personalized dietary strategies. In this scenario, this review aims to summarize accumulating data on the effects of dietary interventions in IBD patients and introduce the role of artificial intelligence (AI) in facilitating precision dietary approaches to improve IBD management.
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Affiliation(s)
- Simone Baldi
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Dilara Sarikaya
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Sofia Lotti
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Francesca Cuffaro
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Dorian Fink
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Barbara Colombini
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Francesco Sofi
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy; Unit of Clinical Nutrition, Careggi University Hospital, 50134 Florence, Italy
| | - Amedeo Amedei
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy; Network of Immunity in Infection, Malignancy and Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), Florence, Italy.
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Pueschel L, Wedemeyer H, Lenzen H, Wiestler M. Sex Differences Outweigh Dietary Factors in Food-Related Quality of Life in Patients with Inflammatory Bowel Disease. Nutrients 2025; 17:1114. [PMID: 40218872 PMCID: PMC11990271 DOI: 10.3390/nu17071114] [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: 03/10/2025] [Revised: 03/20/2025] [Accepted: 03/20/2025] [Indexed: 04/14/2025] Open
Abstract
BACKGROUND Inflammatory bowel disease (IBD), including ulcerative colitis (UC) and Crohn's disease (CD), consists of chronic gastrointestinal inflammation, with nutrition playing a significant role in its development. IBD patients often face dietary challenges affecting their quality of life (QoL), yet research on food-related QoL (FR-QoL) and sex-specific differences is limited. It was hypothesized that dietary patterns and choices impact food-related quality of life in IBD and that these effects vary by sex. The objective of this analysis was, therefore, to evaluate the impact of diet on food-related quality of life for men and women with IBD, respectively. METHODS A monocentric, cross-sectional study at a tertiary referral center analyzed the food-related quality of life in 117 women and 116 men with IBD, with a particular focus on dietary choices and patterns. To achieve this, multiple assessment tools, including the German version of the IBD-specific Questionnaire for Food-Related Quality of Life (FR-QoL-29-German) and a validated Food Frequency Questionnaire (FFQ) for dietary behavior, were used. Clinical indices (Harvey-Bradshaw Index (HBI); Partial Mayo Score (PMS)) and biochemical markers (C-reactive protein; fecal calprotectin) were evaluated. RESULTS The FR-QoL-29-German sum score differed significantly between the sexes (p = 0.034; g = -0.3), with men showing a higher mean score. Distinct dietary patterns showed little correlation with FR-QoL for both sexes, except for a significant inverse correlation between FR-QoL and sQ-HPF scores for men (p = 0.021; r = -0.214) but not for women (p = 0.897; r = -0.012). In a logistic regression analysis that was adjusted for confounding, the impact of IBD-specific and diet-related factors on FR-QoL was assessed, and disease entity was identified as a significant influencing factor for men but not for women. In women, older age and lower body weight were associated with higher FR-QoL. CONCLUSIONS The findings of this study indicate that dietary choices and patterns do not exhibit uniform associations with IBD-related quality of life. In addition, sex differences have been identified as a substantial factor in IBD food-related quality of life.
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Affiliation(s)
- Lea Pueschel
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, 30625 Hannover, Germany
| | - Heiner Wedemeyer
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, 30625 Hannover, Germany
| | - Henrike Lenzen
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, 30625 Hannover, Germany
- Department of Gastroenterology, Hepatology, Interventional Endoscopy and Diabetology, Academic Teaching Hospital Braunschweig, 38126 Braunschweig, Germany
| | - Miriam Wiestler
- Department of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, 30625 Hannover, Germany
- PRACTIS Clinician Scientist Program, Dean’s Office for Academic Career Development, Hannover Medical School, 30625 Hannover, Germany
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Hepper EC, Wilson J, Drinnan M, Patterson JM. Psychosocial impacts of being nil-by-mouth as an adult: A scoping review. J Adv Nurs 2024; 80:3499-3515. [PMID: 38414146 DOI: 10.1111/jan.16100] [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: 09/20/2023] [Revised: 01/25/2024] [Accepted: 02/06/2024] [Indexed: 02/29/2024]
Abstract
AIM To map existing evidence and identify gaps in the literature concerning psychosocial impacts of being nil by mouth (NBM) as an adult. DESIGN A scoping review of the literature was undertaken using JBI guidance. A protocol was registered on the Open Science Framework (osf.io/43g9y). Reporting was guided by Preferred Reporting Items for Systematic Reviews and Meta-Analysis extension for Scoping Reviews (PRISMA-ScR). METHODS A comprehensive search of six databases (CINAHL, Embase, MEDLINE, PsycINFO, SCOPUS and Web of Science) was performed for studies published up to February 2023, with no restriction to study type. A scope of the grey literature was also undertaken. Two authors independently assessed eligibility and extracted data. Descriptive statistical analysis and narrative synthesis were used, and patient and public involvement included in funding discussions. RESULTS A total of 23 papers were included in the review, consisting of 14 primary studies (7 qualitative and 7 quantitative) and 9 grey literature. Both global psychological distress and distress specific to being NBM (thirst, missing food and drink) were reported. Caregivers also experience distress from their family member being NBM. Furthermore, social impacts were reported for both patient and caregiver, primarily social isolation and subsequent low mood. CONCLUSION Furthermore, research is needed to understand the prevalence of this population, how best to measure psychosocial impacts and to explore whether (and how) psychosocial impacts change over time. Advancement in this area would enable better service development to optimize care for this patient group. WHAT IS KNOWN ABOUT THIS TOPIC?: Eating and drinking provides more than nutrition and hydration. A wide range of conditions can lead to recommendations for no longer eating and drinking (nil by mouth). Being nil by mouth (NBM) for short periods such as pre-operative fasting causes distress; however, little is understood about impact on longer-term abstinence from eating and drinking. WHAT THIS PAPER ADDS?: Psychosocial consequences of being nil by mouth (NBM)have been investigated by both quantitative and qualitative studies. Being NBM impacts both patients and caregivers in various psychosocial aspects, including distress and social isolation. Several gaps remain, however, regarding ways to measure psychosocial impact of being NBM.
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Affiliation(s)
- Elizabeth C Hepper
- School of Health Sciences, Liverpool University, Liverpool, UK
- Cumbria, Northumberland, Tyne and Wear NHS Foundation Trust, Newcastle upon Tyne, UK
| | - John Wilson
- Cumbria, Northumberland, Tyne and Wear NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Michael Drinnan
- The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
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Sauer P, Luft VC, Dall'Alba V. Patients with Inflammatory Bowel Disease who regularly consume fruits and vegetables present lower prevalence of disease activation: A cross-sectional study. Clin Nutr ESPEN 2024; 61:420-426. [PMID: 38777464 DOI: 10.1016/j.clnesp.2024.04.010] [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: 11/10/2023] [Revised: 04/11/2024] [Accepted: 04/15/2024] [Indexed: 05/25/2024]
Abstract
BACKGROUND Exclusion diets are common practices among individuals with Inflammatory Bowel Disease (IBD). Reports that certain foods trigger or worsen symptoms are recurrent but lack evidence. The aim of the study was to identify which foods were most frequently avoided by patients with Crohn's Disease (CD) and Ulcerative Colitis (UC) and whether the consumption of any food group was associated with disease activity. METHODS Cross-sectional study with adult patients seen at an outpatient clinic in a tertiary public hospital. Dietary intake and eating habits were accessed through questionnaires administered via telephone interview. Disease activity and symptoms were assessed using the Harvey-Bradshaw Index (IHB) for CD and the Lichtiger Index (LI) for UC. Poisson regression with a robust variance estimator was used to estimate prevalence ratios. Analyzes were performed using SPSS - Statistical Package for the Social Sciences. RESULTS The study included 145 patients. Of these, 69.7% avoided certain foods, with citrus fruits and raw vegetables among the most avoided (16.8% and 13.8%, respectively). Regular consumption of fruits (PR = 0.56; CI 95% 0.32-0.97; p = 0.042) and vegetables (PR = 0.56; CI 95% 0.32-0.98; p = 0.045) was associated with a 44% lower prevalence of the active phase of the disease, compared to those who do not consume these foods, adjusted for age, sex and type of disease. Other food items did not present significant associations in the adjusted model. CONCLUSIONS Fruit and vegetable intake appears to have a protective role in the recurrence of IBD. Excluding foods is a common practice, even among patients in remission, and this should be combated as it can lead to nutritional losses. It is important to reinforce with patients the benefits of a varied and less restrictive diet.
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Affiliation(s)
- Patrícia Sauer
- Graduate Program in Gastroenterology and Hepatology, Federal University of Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Nutrition Division, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Vivian Cristine Luft
- Nutrition Division, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil; Graduate Program in Food, Nutrition and Health, Federal University of Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Graduate Program in Epidemiology, Federal University of Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Valesca Dall'Alba
- Graduate Program in Gastroenterology and Hepatology, Federal University of Rio Grande do Sul (UFRGS), Porto Alegre, Brazil; Nutrition Division, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil; Graduate Program in Food, Nutrition and Health, Federal University of Rio Grande do Sul (UFRGS), Porto Alegre, Brazil.
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Oliveira R, Martins V, de Sousa HT, Roseira J. Food-Related Quality of Life and Its Predictors in Inflammatory Bowel Disease. Dig Dis Sci 2024; 69:1793-1802. [PMID: 38457117 DOI: 10.1007/s10620-024-08333-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 01/31/2024] [Indexed: 03/09/2024]
Abstract
BACKGROUND Inflammatory bowel disease (IBD) is associated with dietary restrictions and food- and drink-driven daily life limitations. Food-related quality of life (FR-QoL) is still an under-addressed issue in IBD. AIM We aimed to study determinants of FR-QoL in an IBD cohort, namely objective measures of disease activity. METHODS A cross-sectional case-control study was conducted in a Tertiary Hospital, including adult patients with IBD (cases) and blood donors or subjects referred for colorectal polypectomies (controls). Participants answered an anonymous multimodal questionnaire including sociodemographic and clinical data, the validated FR-QoL-29, and the SIBDQ tools. Patients' disease activity was previously assessed by a physician using symptom-based scores and biomarkers (Harvey-Bradshaw index, partial Mayo score, fecal calprotectin). RESULTS A total of 239 patients with IBD and 126 controls were included. Patients with active disease had poorer FR-QoL than patients in remission (80.0 [56.0-99.0] vs. 103.5 [81.0-129.9], p < 0.001). Still, patients with IBD had significantly lower FR-QoL compared with controls (99.0 [76.0-126.0] vs. 126.0 [102.8-143.0], p < 0.001), irrespective of disease activity. FR-QoL correlated with health-related quality of life, measured by SIBDQ (r = 0.490, p < 0.001), and was significantly impaired by patients' depressive humor (84.0 [61.0-112.0] vs. 108.0 [88.0-130.5], p < 0.001). Globally, FR-QoL compromise was mostly related to persistent worries about food, concerns about food-related symptoms, and life disruption due to eating and drinking. CONCLUSIONS Patients with IBD showed significant FR-QoL impairment, irrespective of disease type and activity. Related psychosocial factors, such as the patient's affective status and fear around eating, warrant a need for a multidisciplinary approach to IBD, including tailored nutritional counseling.
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Affiliation(s)
- Raquel Oliveira
- Gastroenterology Department, Algarve University Hospital Centre, Estrada do Poço Seco, 8500-338, Portimão, Portugal.
- Algarve Biomedical Centre (ABC), University of the Algarve, Faro, Portugal.
| | - Viviana Martins
- Gastroenterology Department, Algarve University Hospital Centre, Estrada do Poço Seco, 8500-338, Portimão, Portugal
- Algarve Biomedical Centre (ABC), University of the Algarve, Faro, Portugal
| | - Helena Tavares de Sousa
- Gastroenterology Department, Algarve University Hospital Centre, Estrada do Poço Seco, 8500-338, Portimão, Portugal
- Algarve Biomedical Centre (ABC), University of the Algarve, Faro, Portugal
| | - Joana Roseira
- Gastroenterology Department, Algarve University Hospital Centre, Estrada do Poço Seco, 8500-338, Portimão, Portugal
- Algarve Biomedical Centre (ABC), University of the Algarve, Faro, Portugal
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Palamenghi L, Usta D, Leone S, Graffigna G. Food-Related Behavioral Patterns in Patients with Inflammatory Bowel Diseases: The Role of Food Involvement and Health Engagement. Nutrients 2024; 16:1185. [PMID: 38674876 PMCID: PMC11054402 DOI: 10.3390/nu16081185] [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: 03/10/2024] [Revised: 04/12/2024] [Accepted: 04/15/2024] [Indexed: 04/28/2024] Open
Abstract
Nutrition has been acknowledged as crucial in IBD and is relevant to patients' motives behind food choices, which are affected by health engagement (HE) and food involvement (FI). This study aimed to profile IBD patients according to their levels of health engagement and food involvement to identify patterns of different motives behind food choices, particularly regarding the use of food to regulate mood. A cross-sectional study was conducted with 890 Italian IBD patients who completed an online survey in April 2021. We measured health engagement, food involvement, motives behind food choices, emotional states, and food-related quality of life (Fr-QoL). K-means cluster analysis was performed to identify participants with similar levels of health engagement and food involvement. Four clusters were identified: "Health-conscious (high HE, low FI)", "Balanced (high HE, high FI)", "Hedonist (high FI, low HE)", and "Careless (low FI, low HE)". Clusters with high FI are inclined toward seeking pleasurable food, but when supported with high health engagement, individuals were less prone to use food to manage mood. Groups with higher health engagement demonstrated lower hospitalization rates and relapses and better Fr-QoL. Profiling IBD patients regarding FI and HE could aid clinicians in identifying individuals at greater risk of maladaptive food-related behaviors.
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Affiliation(s)
- Lorenzo Palamenghi
- EngageMinds HUB—Consumer, Food & Health Engagement Research Center, Faculty of Agriculture, Food and Environmental Sciences, Catholic University of Sacred Heart, 26100 Cremona, Italy; (L.P.); (G.G.)
| | - Dilara Usta
- EngageMinds HUB—Consumer, Food & Health Engagement Research Center, Faculty of Agriculture, Food and Environmental Sciences, Catholic University of Sacred Heart, 26100 Cremona, Italy; (L.P.); (G.G.)
| | - Salvo Leone
- National Association for Chronic Inflammatory Bowel Diseases (AMICI ETS), 20125 Milan, Italy;
| | - Guendalina Graffigna
- EngageMinds HUB—Consumer, Food & Health Engagement Research Center, Faculty of Agriculture, Food and Environmental Sciences, Catholic University of Sacred Heart, 26100 Cremona, Italy; (L.P.); (G.G.)
- Faculty of Psychology, Catholic University of Sacred Heart, 20123 Milan, Italy
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