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Narang G, Chen YJ, Wedel N, Wu M, Luo M, Atreja A. Development of a Digital Patient Assistant for the Management of Cyclic Vomiting Syndrome: Patient-Centric Design Study. JMIR Form Res 2024; 8:e52251. [PMID: 38842924 DOI: 10.2196/52251] [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: 08/29/2023] [Revised: 02/27/2024] [Accepted: 03/06/2024] [Indexed: 06/07/2024] Open
Abstract
BACKGROUND Cyclic vomiting syndrome (CVS) is an enigmatic and debilitating disorder of gut-brain interaction that is characterized by recurrent episodes of severe vomiting and nausea. It significantly impairs patients' quality of life and can lead to frequent medical visits and substantial health care costs. The diagnosis for CVS is often protracted and complex, primarily due to its exclusionary diagnosis nature and the lack of specific biomarkers. This typically leads to a considerable delay in accurate diagnosis, contributing to increased patient morbidity. Additionally, the absence of approved therapies for CVS worsens patient hardship and reflects the urgent need for innovative, patient-centric solutions to improve CVS management. OBJECTIVE We aim to develop a digital patient assistant (DPA) for patients with CVS to address their unique needs, and iteratively enhance the technical features and user experience on the initial DPA versions. METHODS The development of the DPA for CVS used a design thinking approach, prioritizing user needs. A literature review and Patient Advisory Board shaped the initial prototype, focusing on diagnostic support and symptom tracking. Iterative development, informed by the design thinking approach and feedback from patients with CVS and caregivers through interviews and smartphone testing, led to significant enhancements in user interaction and artificial intelligence integration. The final DPA's effectiveness was validated using the System Usability Scale and feedback questions, ensuring it met the specific needs of the CVS community. RESULTS The DPA developed for CVS integrates an introductory bot, daily and weekly check-in bots, and a knowledge hub, all accessible via a patient dashboard. This multicomponent solution effectively addresses key unmet needs in CVS management: efficient symptom and impacts tracking, access to comprehensive disease information, and a digital health platform for disease management. Significant improvements, based on user feedback, include the implementation of artificial intelligence features like intent recognition and data syncing, enhancing the bot interaction and reducing the burden on patients. The inclusion of the knowledge hub provides educational resources, contributing to better disease understanding and management. The DPA achieved a System Usability Scale score of 80 out of 100, indicating high ease of use and relevance. Patient feedback highlighted the DPA's potential in disease management and suggested further applications, such as integration into health care provider recommendations for patients with suspected or confirmed CVS. This positive response underscores the DPA's role in enhancing patient engagement and disease management through a patient-centered digital solution. CONCLUSIONS The development of this DPA for patients with CVS, via an iterative design thinking approach, offers a patient-centric solution for disease management. The DPA development framework may also serve to guide future patient digital support and research scenarios.
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Affiliation(s)
| | - Yaozhu J Chen
- Takeda Development Center Americas, Inc, Lexington, MA, United States
| | | | - Melody Wu
- Takeda Development Center Americas, Inc, Lexington, MA, United States
| | - Michelle Luo
- Takeda Development Center Americas, Inc, Lexington, MA, United States
| | - Ashish Atreja
- Rx.Health, New York, NY, United States
- UC Davis Health, University of California, Davis, Davis, CA, United States
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Gotoh S, Kawabori M, Fujimura M. Intranasal administration of stem cell-derived exosomes for central nervous system diseases. Neural Regen Res 2024; 19:1249-1255. [PMID: 37905871 DOI: 10.4103/1673-5374.385875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 09/04/2023] [Indexed: 11/02/2023] Open
Abstract
ABSTRACT Exosomes, lipid bilayer-enclosed small cellular vesicles, are actively secreted by various cells and play crucial roles in intercellular communication. These nanosized vesicles transport internalized proteins, mRNA, miRNA, and other bioactive molecules. Recent findings have provided compelling evidence that exosomes derived from stem cells hold great promise as a therapeutic modality for central nervous system disorders. These exosomes exhibit multifaceted properties including anti-apoptotic, anti-inflammatory, neurogenic, and vasculogenic effects. Furthermore, exosomes offer several advantages over stem cell therapy, such as high preservation capacity, low immunogenicity, the ability to traverse the blood-brain barrier, and the potential for drug encapsulation. Consequently, researchers have turned their attention to exosomes as a novel therapeutic avenue. Nonetheless, akin to the limitations of stem cell treatment, the limited accumulation of exosomes in the injured brain poses a challenge to their clinical application. To overcome this hurdle, intranasal administration has emerged as a non-invasive and efficacious route for delivering drugs to the central nervous system. By exploiting the olfactory and trigeminal nerve axons, this approach enables the direct transport of therapeutics to the brain while bypassing the blood-brain barrier. Notably, exosomes, owing to their small size, can readily access the nerve pathways using this method. As a result, intranasal administration has gained increasing recognition as an optimal therapeutic strategy for exosome-based treatments. In this comprehensive review, we aim to provide an overview of both basic and clinical research studies investigating the intranasal administration of exosomes for the treatment of central nervous system diseases. Furthermore, we elucidate the underlying therapeutic mechanisms and offer insights into the prospect of this approach.
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Affiliation(s)
- Shuho Gotoh
- Department of Neurosurgery, Hokkaido University Graduate School of Medicine, Hokkaido, Japan
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Hakak F, Patel RN, Gearry RB. Review article: Telecare in gastroenterology-Within the COVID-19 pandemic and beyond. Aliment Pharmacol Ther 2024; 59:1170-1182. [PMID: 38557953 DOI: 10.1111/apt.17956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 12/20/2023] [Accepted: 03/03/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND Telehealth is a growing model of care, greatly accelerated with the demands of the COVID-19 pandemic. Telecare is a synchronous audio-visual or audio-only format of health delivery. AIMS To evaluate the existing literature on telecare within adult gastroenterology subspecialties to determine if outcomes are comparable to traditional in-person consultations and to highlight the Pokapū Network, a local initiative in the Lakes Region of New Zealand, amongst these international findings. METHODS We completed an OVID MEDLINE search using the terms gastroenterology, endoscopy, digestive system, inflammatory bowel disease, functional, hepatology, liver, telemedicine, telehealth, videoconferencing, remote consultation, video clinic and telephone clinic. RESULTS Patients showed positive attitudes towards telecare and, in several reports, would elect to have telecare consults in the future. Telecare reduces travel time and out-of-pocket costs for patients and the need for patients to take time off work. Generally, patients engaging with telecare show equivalent health outcomes to patients engaging with traditional models of care. Patients from ethnic minority groups or lower socio-economic backgrounds, or who are older, are less likely to complete a 'successful' telecare consult. CONCLUSION Telecare is a useful model of care to allow gastroenterology centres to function within the context of COVID-19 isolation and beyond. It has significant benefits for patients who face geographical and financial barriers to accessing healthcare. Telecare models such as the Pokapū Network hold promise in reducing inequities for gastroenterology patients. Such models must be introduced with consideration of digital disparities that exist amongst patients to avoid worsening the digital divide.
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Affiliation(s)
| | - Rajan N Patel
- Department of Gastroenterology, Christchurch Hospital, Christchurch, New Zealand
| | - Richard B Gearry
- Department of Medicine, University of Otago, Christchurch, New Zealand
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Babikow L, Fawcett TN, Pfeifer E, Berry S. Integrated Virtual Care for Irritable Bowel Syndrome: A Qualitative Study. Gastroenterol Nurs 2024; 47:85-91. [PMID: 38567851 DOI: 10.1097/sga.0000000000000789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 09/01/2023] [Indexed: 04/05/2024] Open
Abstract
Irritable bowel syndrome (IBS) is a condition that affects approximately one in 10 people in the United States (Defrees & Bailey, 2017). Despite the high prevalence of IBS, the medical community struggles to effectively understand, diagnose, and treat this disorder (Ankersen et al., 2021). In recent years, an increasing number of health-tech companies have emerged to offer integrated treatment of IBS via telemedicine. This pilot study explores the patient experience of virtual, multidisciplinary IBS care through a U.S.-based company, Oshi Health. Semistructured interviews were conducted followed by thematic analysis to identify commonalities between patient experience and perspective (Van Manen, 2014). Overarching themes were identified as follows: loss of the grocer, a broken system, and the power of self-trust. Although several limitations exist, including small sample size, the study offers insight into the experience of telemedicine services for IBS and provides a framework for future research.
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Affiliation(s)
- Louise Babikow
- Louise Babikow, MScR, RN, CRNP, is Student at School of Health in Social Sciences, The University of Edinburgh, Scotland, United Kingdom
- Tonks N. Fawcett, PhD, is Professor of Student Learning (Nurse Education), The University of Edinburgh, Scotland, United Kingdom
- Elizabeth Pfeifer, MA, LPC, NCC, is Director of Clinical Operations at Oshi Health, New York, New York
- Sameer Berry, MD, MBA, is Chief Medical Officer at Oshi Health, New York, New York
| | - Tonks N Fawcett
- Louise Babikow, MScR, RN, CRNP, is Student at School of Health in Social Sciences, The University of Edinburgh, Scotland, United Kingdom
- Tonks N. Fawcett, PhD, is Professor of Student Learning (Nurse Education), The University of Edinburgh, Scotland, United Kingdom
- Elizabeth Pfeifer, MA, LPC, NCC, is Director of Clinical Operations at Oshi Health, New York, New York
- Sameer Berry, MD, MBA, is Chief Medical Officer at Oshi Health, New York, New York
| | - Elizabeth Pfeifer
- Louise Babikow, MScR, RN, CRNP, is Student at School of Health in Social Sciences, The University of Edinburgh, Scotland, United Kingdom
- Tonks N. Fawcett, PhD, is Professor of Student Learning (Nurse Education), The University of Edinburgh, Scotland, United Kingdom
- Elizabeth Pfeifer, MA, LPC, NCC, is Director of Clinical Operations at Oshi Health, New York, New York
- Sameer Berry, MD, MBA, is Chief Medical Officer at Oshi Health, New York, New York
| | - Sameer Berry
- Louise Babikow, MScR, RN, CRNP, is Student at School of Health in Social Sciences, The University of Edinburgh, Scotland, United Kingdom
- Tonks N. Fawcett, PhD, is Professor of Student Learning (Nurse Education), The University of Edinburgh, Scotland, United Kingdom
- Elizabeth Pfeifer, MA, LPC, NCC, is Director of Clinical Operations at Oshi Health, New York, New York
- Sameer Berry, MD, MBA, is Chief Medical Officer at Oshi Health, New York, New York
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Shahab O, El Kurdi B, Shaukat A, Nadkarni G, Soroush A. Large language models: a primer and gastroenterology applications. Therap Adv Gastroenterol 2024; 17:17562848241227031. [PMID: 38390029 PMCID: PMC10883116 DOI: 10.1177/17562848241227031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 01/02/2024] [Indexed: 02/24/2024] Open
Abstract
Over the past year, the emergence of state-of-the-art large language models (LLMs) in tools like ChatGPT has ushered in a rapid acceleration in artificial intelligence (AI) innovation. These powerful AI models can generate tailored and high-quality text responses to instructions and questions without the need for labor-intensive task-specific training data or complex software engineering. As the technology continues to mature, LLMs hold immense potential for transforming clinical workflows, enhancing patient outcomes, improving medical education, and optimizing medical research. In this review, we provide a practical discussion of LLMs, tailored to gastroenterologists. We highlight the technical foundations of LLMs, emphasizing their key strengths and limitations as well as how to interact with them safely and effectively. We discuss some potential LLM use cases for clinical gastroenterology practice, education, and research. Finally, we review critical barriers to implementation and ongoing work to address these issues. This review aims to equip gastroenterologists with a foundational understanding of LLMs to facilitate a more active clinician role in the development and implementation of this rapidly emerging technology.
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Affiliation(s)
- Omer Shahab
- Division of Gastroenterology, Department of Medicine, VHC Health, Arlington, VA, USA
| | - Bara El Kurdi
- Division of Gastroenterology and Hepatology, Department of Medicine, Virginia Tech Carilion School of Medicine, Roanoke, VA, USA
| | - Aasma Shaukat
- Division of Gastroenterology, Department of Medicine, NYU Grossman School of Medicine, New York, NY, USA VA
- New York Harbor Veterans Affairs Healthcare System New York City, New York, NY, USA
| | - Girish Nadkarni
- Division of Data-Driven and Digital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- The Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ali Soroush
- Division of Data-Driven and Digital Medicine, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, New York, NY 10029-6574, USA
- The Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Henry D. Janowitz Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Efficacy of a Digital Personalized Elimination Diet for the Self-Management of Irritable Bowel Syndrome and Comorbid Irritable Bowel Syndrome and Inflammatory Bowel Disease. Clin Transl Gastroenterol 2022; 14:e00545. [PMID: 36322404 PMCID: PMC9875997 DOI: 10.14309/ctg.0000000000000545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Accepted: 10/03/2022] [Indexed: 11/07/2022] Open
Abstract
INTRODUCTION Most patients with irritable bowel syndrome (IBS) and dual-diagnosis IBS and inflammatory bowel disease (IBD) report that symptoms originate from or are exacerbated by trigger foods. Despite patient interest and need, there is no consensus on what diet is optimal. Popular diets have notable limitations including cost, length, implementation complexity, and lack of personalization. METHODS This pilot study evaluated the feasibility, desirability, and effect on gastrointestinal symptoms of a digitally delivered personalized elimination diet for patients with IBS and comorbid IBS/IBD, powered by machine learning. Participants were recruited online and were provided access to a digital personalized nutrition tool for 9 weeks (N = 37; IBS only = 16, Crohn's disease and IBS = 9, and ulcerative colitis and IBS = 12). RESULTS Significant symptom improvement was seen for 81% of participants at study midpoint and persisted for 70% at end point, measured by the relevant symptom severity score (IBS symptom severity score, Patient Simple Clinical Colitis Activity Index, or Mobile Health Index for Crohn's disease). Clinically significant symptom improvement was observed in 78% of participants at midpoint and 62% at end point. Twenty-five participants (67.6%) achieved total symptomatic resolution by the end of study. Patient-reported quality of life improved for 89% of participants. Ninety-five percentage daily engagement, 95% retention, 89% adherence and 92% satisfaction with the program were reported. DISCUSSION Dietary elimination can improve symptoms and quality of life in patients with IBS and comorbid IBS/IBD. Digital technology can personalize dietary interventions and improve adherence. Randomized controlled trials are warranted.
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Special Considerations for the Management of Disorders of Gut-Brain Interaction in Older Adults. CURRENT TREATMENT OPTIONS IN GASTROENTEROLOGY 2022; 20:582-593. [PMID: 36406807 PMCID: PMC9652122 DOI: 10.1007/s11938-022-00403-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 09/21/2022] [Indexed: 11/13/2022]
Abstract
Purpose of Review The world's population is aging rapidly, with 40% of patients seen in US gastroenterology (GI) clinics being 60 years or older. Many gastrointestinal problems are more common or unique to the older adult because of progressive damage to the structure and function of the GI tract. Until recently, the epidemiology of disorders of gut-brain interaction (such as irritable bowel syndrome and functional dyspepsia) was not well-characterized. Recent Findings Forty percent of persons worldwide have disorders of gut-brain interaction (DGBI), with varying global patterns of incidence in older adults. There are multiple first-line approaches to managing DGBI which can also be combined including pharmacologic (e.g., neuromodulators) and nonpharmacologic approaches including dietary therapies and brain-gut behavioral therapies. However, there are considerations clinicians must account for when offering each approach related to unique biopsychosocial factors in the older adult population. In this review, we aim to critically review recent literature on the pathophysiology, epidemiology, and special considerations for diagnosing and managing DGBI in the older adult population. Summary There have been many advances in the management of DGBI over the past decades. Given the increase in the number of older adults in the USA and worldwide, there is an urgent need for evidence-based guidance to help providers guide comprehensive care for specifically our aging patient population with respect to DGBI.
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