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Cooper K, Clarke M, Clayton JB. Informatics for your Gut: at the Interface of Nutrition, the Microbiome, and Technology. Yearb Med Inform 2023; 32:89-98. [PMID: 37414029 PMCID: PMC10751132 DOI: 10.1055/s-0043-1768723] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/08/2023] Open
Abstract
BACKGROUND A significant portion of individuals in the United States and worldwide experience diseases related to or driven by diet. As research surrounding user-centered design and the microbiome grows, movement of the spectrum of translational science from bench to bedside for improvement of human health through nutrition becomes more accessible. In this literature survey, we examined recent literature examining informatics research at the interface of nutrition and the microbiome. OBJECTIVES The objective of this survey was to synthesize recent literature describing how technology is being applied to understand health at the interface of nutrition and the microbiome focusing on the perspective of the consumer. METHODS A survey of the literature published between January 1, 2021 and October 10, 2022 was performed using the PubMed database and resulting literature was evaluated against inclusion and exclusion criteria. RESULTS A total of 139 papers were retrieved and evaluated against inclusion and exclusion criteria. After evaluation, 45 papers were reviewed in depth revealing four major themes: (1) microbiome and diet, (2) usability,(3) reproducibility and rigor, and (4) precision medicine and precision nutrition. CONCLUSIONS A review of the relationships between current literature on technology, nutrition and the microbiome, and self-management of dietary patterns was performed. Major themes that emerged from this survey revealed exciting new horizons for consumer management of diet and disease, as well as progress towards elucidating the relationship between diet, the microbiome, and health outcomes. The survey revealed continuing interest in the study of diet-related disease and the microbiome and acknowledgement of needs for data re-use, sharing, and unbiased and rigorous measurement of the microbiome. The literature also showed trends toward enhancing the usability of digital interventions to support consumer health and home management, and consensus building around how precision medicine and precision nutrition may be applied in the future to improve human health outcomes and prevent diet-related disease.
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Affiliation(s)
- Kate Cooper
- School of Interdisciplinary Informatics, College of Information Science and Technology, University of Nebraska at Omaha, Omaha, NE, USA
| | - Martina Clarke
- School of Interdisciplinary Informatics, College of Information Science and Technology, University of Nebraska at Omaha, Omaha, NE, USA
| | - Jonathan B. Clayton
- Department of Biology, University of Nebraska at Omaha, Omaha, NE, USA
- Department of Food Science and Technology, University of Nebraska—Lincoln, Lincoln, NE, USA
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, NE, USA
- Nebraska Food for Health Center, University of Nebraska—Lincoln, Lincoln, NE, USA
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Chen SJ, Chen CC, Liao HY, Wu YW, Liou JM, Wu MS, Kuo CH, Lin CH. Alteration of Gut Microbial Metabolites in the Systemic Circulation of Patients with Parkinson's Disease. JOURNAL OF PARKINSON'S DISEASE 2022; 12:1219-1230. [PMID: 35342048 DOI: 10.3233/jpd-223179] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
BACKGROUND Emerging evidence suggests that gut dysbiosis contributes to Parkinson's disease (PD) by signaling through microbial metabolites. Hippuric acid (HA), indole derivatives, and secondary bile acids are among the most common gut metabolites. OBJECTIVE To examine the relationship of systemic concentrations of these microbial metabolites associated with changes of gut microbiota, PD status, and severity of PD. METHODS We enrolled 56 patients with PD and 43 age- and sex-matched healthy participants. Motor and cognitive severity were assessed with Movement Disorder Society-Unified Parkinson's Disease Rating Scale (MDS-UPDRS) part III motor score and the Mini-Mental State Examination (MMSE), respectively. Plasma concentrations of targeted gut metabolites were measured with liquid chromatography-tandem mass spectrometry. Gut microbiota was analyzed with shotgun metagenomic sequencing. RESULTS Compared with controls, PD patients had significantly higher plasma levels of HA, indole-3-propionic acid (IPA), deoxycholic acid (DCA), and glycodeoxycholic acid (GDCA). After adjustment for age and sex in a multivariate logistic regression analysis, plasma levels of HA (odds ratio [OR] 3.21, p < 0.001), IPA (OR 2.59, p = 0.031), and GDCA (OR 2.82, p = 0.036) were associated with positive PD status. Concentrations of these gut metabolites did not correlate with MDS-UPDRS part III score or MMSE after adjustment for confounders. Microbial metabolite levels were associated with the relative abundance of pro-inflammatory gut bacteria. CONCLUSION Aberrant gut microbial metabolites of HA, indole derivatives and secondary bile acids associated with specific gut microbiota changes were observed in patients with PD.
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Affiliation(s)
- Szu-Ju Chen
- Department of Neurology, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, Taiwan.,Department of Neurology, National Taiwan University Hospital Bei-Hu Branch, Taipei, Taiwan.,Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Chieh-Chang Chen
- Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan.,Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Hsin-Yu Liao
- School of Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Yu-Wei Wu
- Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan
| | - Jyh-Ming Liou
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Ming-Shiang Wu
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Ching-Hua Kuo
- School of Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan.,The Metabolomics Core Laboratory, NTU Centers of Genomic and Precision Medicine, National Taiwan University, Taipei, Taiwan.,Department of Pharmacy, National Taiwan University Hospital, Taipei, Taiwan
| | - Chin-Hsien Lin
- Department of Neurology, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, Taiwan
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Patel AP, Sanders TK, Prakash P, Law J, Alvencar S, Choi A, Shah J, Patel K, Srivoleti P, Chauhan K, Weissman S, Holzwanger E, Dhingra R, Nguyen M, Kim D, Sidhu T, Stallwood C, Dickstein A, Parekh N, Altayar O, Ciorba MA, Yu J, Chen LA, Tabibian JH, Limketkai BN. Gastrointestinal Manifestations of Coronavirus Disease 2019 Across the United States: A Multicenter Cohort Study. GASTRO HEP ADVANCES 2022; 1:909-915. [PMID: 35874930 PMCID: PMC9293374 DOI: 10.1016/j.gastha.2022.07.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 07/06/2022] [Indexed: 01/25/2023]
Abstract
Background and Aims Gastrointestinal (GI) symptoms occur among patients diagnosed with coronavirus disease 2019 (COVID-19), and there is clear evidence that SARS-CoV-2, the causative pathogen, infects the GI tract. In this large, multicenter cohort study, we evaluated variations in gastrointestinal and hepatic manifestations of COVID-19 throughout the United States (US). Methods Patients hospitalized with a positive COVID-19 test prior to October 2020 were identified at 7 US academic centers. Demographics, presenting symptoms, laboratory data, and hospitalization outcomes were abstracted. Descriptive and regression analyses were used to evaluate GI manifestations and their potential predictors. Results Among 2031 hospitalized patients with COVID-19, GI symptoms were present in 18.9%; diarrhea was the most common (15.2%), followed by nausea and/or vomiting (12.6%) and abdominal pain (6.0%). GI symptoms were less common in the Western cohort (16.0%) than the Northeastern (25.6%) and Midwestern (26.7%) cohorts. Compared to nonintensive care unit (ICU) patients, ICU patients had a higher prevalence of abnormal aspartate aminotransferase (58.1% vs 37.3%; P < .01), alanine aminotransferase (37.5% vs 29.3%; P = .01), and total bilirubin (12.7% vs 9.0%; P < .01). ICU patients also had a higher mortality rate (22.7% vs 4.7%; P < .01). Chronic liver disease was associated with the development of GI symptoms. Abnormal aspartate aminotransferase or alanine aminotransferase was associated with an increased risk of ICU admission. Conclusion We present the largest multicenter cohort of patients with COVID-19 across the United States. GI manifestations were common among patients hospitalized with COVID-19, although there was significant variability in prevalence and predictors across the United States.
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Key Words
- ALT, alanine aminotransferase
- AST, aspartate aminotransferase
- BMI, body mass index
- CI, confidence interval
- COVID-19
- COVID-19, coronavirus disease 2019
- Coronavirus Disease 2019
- GI, gastrointestinal
- Gastrointestinal
- ICU, intensive care unit
- OR, odds ratio
- SARS-CoV-2
- SD, standard deviation
- UCLA, University of California Los Angeles
- aOR, adjusted odds ratio
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Affiliation(s)
- Ankur P. Patel
- Vatche & Tamar Manoukian Division of Digestive Diseases, UCLA School of Medicine, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California,Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Troy K. Sanders
- Vatche & Tamar Manoukian Division of Digestive Diseases, UCLA School of Medicine, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California
| | - Preeti Prakash
- Vatche & Tamar Manoukian Division of Digestive Diseases, UCLA School of Medicine, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California
| | - Jade Law
- Division of Gastroenterology, Department of Medicine, Olive View-UCLA Medical Center, Sylmar, California
| | - Sujay Alvencar
- Division of Gastroenterology, Tufts Medical Center, Boston, Massachusetts
| | - Alyssa Choi
- Division of Gastroenterology, University of California Irvine, Irvine, California
| | - Janaki Shah
- Inflammatory Bowel Diseases Center, Washington University in St. Louis, Saint Louis, Missouri
| | - Karishma Patel
- Division of Gastroenterology and Hepatology, Oregon Health & Science University, Portland, Oregon
| | - Padmavathi Srivoleti
- Department of Medicine, Saint Elizabeth’s Medical Center, Brighton, Massachusetts
| | - Kirtan Chauhan
- Department of Medicine, Baylor College of Medicine, Houston, Texas,Division of Gastroenterology and Hepatology, NYU Langone Health, New York, New York
| | - Simcha Weissman
- Department of Medicine, Hackensack University Medical Center, Hackensack, New Jersey
| | - Erik Holzwanger
- Division of Gastroenterology, Tufts Medical Center, Boston, Massachusetts
| | - Rohit Dhingra
- Division of Gastroenterology, Tufts Medical Center, Boston, Massachusetts
| | - Michelle Nguyen
- Division of Gastroenterology, Tufts Medical Center, Boston, Massachusetts
| | - Daniel Kim
- Division of Gastroenterology, University of California Irvine, Irvine, California
| | - Tahnee Sidhu
- Department of Medicine, Saint Elizabeth’s Medical Center, Brighton, Massachusetts
| | | | - Aaron Dickstein
- Division of Gastroenterology, Tufts Medical Center, Boston, Massachusetts
| | - Nimisha Parekh
- Division of Gastroenterology, University of California Irvine, Irvine, California
| | - Osama Altayar
- Inflammatory Bowel Diseases Center, Washington University in St. Louis, Saint Louis, Missouri
| | - Matthew A. Ciorba
- Inflammatory Bowel Diseases Center, Washington University in St. Louis, Saint Louis, Missouri
| | - Jessica Yu
- Division of Gastroenterology and Hepatology, Oregon Health & Science University, Portland, Oregon
| | - Lea Ann Chen
- Division of Gastroenterology and Hepatology, Rutgers University New Brunswick, New Jersey
| | - James H. Tabibian
- Vatche & Tamar Manoukian Division of Digestive Diseases, UCLA School of Medicine, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California,Division of Gastroenterology, Department of Medicine, Olive View-UCLA Medical Center, Sylmar, California
| | - Berkeley N. Limketkai
- Vatche & Tamar Manoukian Division of Digestive Diseases, UCLA School of Medicine, David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California,Vatche & Tamar Manoukian Division of Digestive Diseases, UCLA School of Medicine, Los Angeles, California,Correspondence: Address correspondence to: Berkeley N. Limketkai, MD, PhD, Westwood Digestive Diseases, 100 Medical Plaza, Suite 345, Los Angeles, California 90024
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