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1.
Health Expect ; 27(2): e14009, 2024 04.
Artigo em Inglês | MEDLINE | ID: mdl-38462713

RESUMO

INTRODUCTION: The aim of this study was to gain consensus among young people with a stoma due to inflammatory bowel disease (IBD) on the priorities for the content of an intervention for the self-management of stoma-related distress. The current identification and management of distress in young people with a stoma is often suboptimal in clinical settings and there is a need for improved support resources. METHODS: Two consensus group meetings were carried out via online video conferencing, using nominal group technique. Participants generated, rated on a Likert scale and discussed, topics for inclusion in a future self-management intervention. RESULTS: Nineteen young people, aged 19-33, with a stoma due to IBD took part in one of two group meetings. Participants were located across England, Scotland, and Northern Ireland. Twenty-nine topics were generated by participants, seven of which reached consensus of ≥80%, that is, a mean of ≥5.6 on a 7-point Likert scale. These were: receiving advice from young people with lived experience of stoma surgery; advice on/addressing concerns about romantic relationships, sex and intimacy; information about fertility and pregnancy related to stoma surgery; stoma 'hacks', for example, useful everyday tips regarding clothing, making bag changes easier and so forth; reflecting on and recognising own emotional response to surgery; tips on managing the stoma during the night; and processing trauma related to the illness and surgery journey. CONCLUSIONS: Findings extend previous research on young people's experiences of stoma surgery, by generating consensus on young people's priorities for managing distress related to surgery and living with a stoma. These priorities include topics not previously reported in the literature, including the need for information about fertility and pregnancy. Findings will inform the development of a self-management resource for young people with an IBD stoma and have relevance for the clinical management of stoma-related distress in this population. PATIENT OR PUBLIC CONTRIBUTION: Three patient contributors are co-authors on this paper, having contributed to the study design, interpretation of results and writing of the manuscript. The study's Patient and Public Involvement and Engagement advisory group also had an integral role in the study. They met with the research team for four 2-h virtual meetings, giving input on the aims and purpose of the study, recruitment methods, and interpretation of findings. The group also advised on the age range for participants. The views of young people with a stoma are the central component of the study reported in this paper, which aims to gain consensus among young people with an IBD stoma on their priorities for the content of a resource to self-manage distress related to stoma surgery.


Assuntos
Doenças Inflamatórias Intestinais , Autogestão , Feminino , Gravidez , Humanos , Adolescente , Emoções , Consenso , Inglaterra , Doenças Inflamatórias Intestinais/cirurgia , Doenças Inflamatórias Intestinais/psicologia
2.
Health Expect ; 26(6): 2164-2190, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-37533152

RESUMO

BACKGROUND: Comorbid distress in adolescents and young adults with physical long-term conditions (LTCs) is common but can be difficult to identify and manage. Self-directed self-management interventions to reduce distress and improve wellbeing may be beneficial. It is unknown, however, which intervention characteristics are successful in supporting young people. This rapid review aimed to identify characteristics of self-directed self-management interventions that aimed, in whole or part, to address distress, wellbeing or self-efficacy in this population. METHODS: A systematic search was conducted for relevant controlled studies in six databases. Data on study settings, population, intervention characteristics, outcome measures, process measures and summary effects were extracted. The risk of bias was assessed using the Cochrane Risk of Bias tool v1, and the strength of evidence was rated (informed by Grading of Recommendations, Assessment, Development and Evaluations). Patient and public involvement members supported the review process, including interpretation of results. The rapid review was registered with PROSPERO (ID: CRD42021285867). RESULTS: Fourteen studies were included, all of which were randomised trials. Heterogeneity was identified in the health conditions targeted; type of intervention; outcome measures; duration of intervention and follow-up. Three had distress, wellbeing or self-efficacy as their primary outcome. Four modes of delivery were identified across interventions-websites, smartphone applications, text messages and workbooks; and within these, 38 individual components. Six interventions had a significant benefit in mental health, wellbeing or self-efficacy; however, intervention characteristics were similar for beneficial and non-beneficial interventions. CONCLUSIONS: There is a paucity of interventions directly targeting distress and wellbeing in young people with physical LTCs. In those identified, the heterogeneity of interventions and study design makes it difficult to identify which characteristics result in positive outcomes. We propose the need for high-quality, evidence-based self-management interventions for this population; including (1) more detailed reporting of intervention design, content and delivery; (2) robust process evaluation; (3) a core outcome set for measuring mental health and wellbeing for self-management interventions and (4) consistency in follow up periods. PUBLIC CONTRIBUTION: Seven young people with an LTC were involved throughout the rapid review, from the development of the review protocol where they informed the focus and aims, with a central role in the interpretation of findings.


Assuntos
Aplicativos Móveis , Autogestão , Envio de Mensagens de Texto , Adolescente , Adulto Jovem , Humanos , Saúde Mental
3.
Dig Dis Sci ; 67(12): 5571-5579, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-35366119

RESUMO

BACKGROUND: Hydrogen and methane breath tests (HMBT) are widely used clinical investigations but lack standardization. To address this, the North American Consensus (NAC) group published evidence-based recommendations for HMBT. AIMS: To evaluate results obtained using NAC recommendations for HMBT, compared to retrospective data that utilized guidelines previously recommended. METHODS: HMBT data from 725 patients referred for small intestinal bacterial overgrowth (SIBO) and/or carbohydrate malabsorption (CM) testing were analyzed. Data were compared regarding dose of substrate for SIBO testing (16 vs. 10 g lactulose, and 50 vs. 75 g glucose) and the effect of post-ingestion sampling period for malabsorption testing. The effect of different recommended cut-off values for SIBO were examined. RESULTS: Substrate dose did not affect methane production. 10 g lactulose significantly reduced positive SIBO results compared to 16 g lactulose (42 vs. 53%, p = 0.04). 75 g glucose significantly increased positive results compared to 50 g glucose (36 vs. 22%, p = 0.04). Provoked symptoms were significantly more prevalent in patients testing positive by both North American Consensus and Ledochowski cut-off values. 34.5% of patients tested positive for CM at 180-min compared to 28% at 120-min (not significant, p = 0.19). CONCLUSIONS AND INFERENCES: 10 g lactulose substrate produces fewer positive SIBO results than 16 g lactulose, while 75 g glucose dose produces more positive SIBO results than 50 g. Performing CM breath tests for 180 min increases number of positive results when compared to 120 min. SIBO cut-off timings require further investigation, but our findings broadly support the NAC recommendations for SIBO and CM testing.


Assuntos
Hidrogênio , Lactulose , Humanos , Metano , Estudos Retrospectivos , Intestino Delgado/microbiologia , Testes Respiratórios/métodos , Glucose , América do Norte
4.
Dig Dis Sci ; 67(12): 5444-5454, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-35288834

RESUMO

INTRODUCTION: Delays in diagnosing pediatric inflammatory bowel disease (IBD) are common, but the extent of this delay remains unclear due to variations in reported time-periods between studies. The objectives of this systematic review were to examine the extent of diagnostic delay in pediatric IBD and examine any association between specific characteristics and length of diagnostic delay. METHODS: We identified studies from several medical bibliographical databases (EMBASE, Medline and CINAHL) from their inception to April 2021. Studies examining pediatric cohorts (< 18 years old) defined as having a diagnosis of Crohn's Disease (CD), ulcerative colitis (UC), or by the more general definition of IBD, and reporting a median time-period between the onset of symptoms and a final diagnosis (diagnostic delay) were included. Two reviewers selected each study, extracted data, and assessed their quality using the Newcastle-Ottawa scale. Narrative synthesis was then used to examine the extent of overall diagnostic delay and delay associated with specific sample characteristics. RESULTS: Of the 10,119 studies initially identified, 24 were included in the review. The overall median diagnostic delay range was 2-10.4 months for IBD, 2.0-18.0 months for UC and 4.0-24.0 months for CD. However, for approximately two thirds of UC (68.8%) and CD (66.7%) studies, delay ranged from 2.0-3.0 and 4.0-6.3 months, respectively. A longer delay was significantly associated with several sample characteristics; however, these were too infrequently examined to draw robust conclusion on their role. CONCLUSION: Children continue to wait several months for a final diagnosis of IBD, and those with CD experience longer delay than those with UC. The role of specific characteristics on delay needs further exploration.


Assuntos
Colite Ulcerativa , Doença de Crohn , Doenças Inflamatórias Intestinais , Criança , Humanos , Adolescente , Diagnóstico Tardio , Doenças Inflamatórias Intestinais/diagnóstico , Colite Ulcerativa/diagnóstico , Doença de Crohn/diagnóstico , Doença Crônica
5.
Gut ; 70(7): 1214-1240, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-33903147

RESUMO

Irritable bowel syndrome (IBS) remains one of the most common gastrointestinal disorders seen by clinicians in both primary and secondary care. Since publication of the last British Society of Gastroenterology (BSG) guideline in 2007, substantial advances have been made in understanding its complex pathophysiology, resulting in its re-classification as a disorder of gut-brain interaction, rather than a functional gastrointestinal disorder. Moreover, there has been a considerable amount of new evidence published concerning the diagnosis, investigation and management of IBS. The primary aim of this guideline, commissioned by the BSG, is to review and summarise the current evidence to inform and guide clinical practice, by providing a practical framework for evidence-based management of patients. One of the strengths of this guideline is that the recommendations for treatment are based on evidence derived from a comprehensive search of the medical literature, which was used to inform an update of a series of trial-based and network meta-analyses assessing the efficacy of dietary, pharmacological and psychological therapies in treating IBS. Specific recommendations have been made according to the Grading of Recommendations Assessment, Development and Evaluation system, summarising both the strength of the recommendations and the overall quality of evidence. Finally, this guideline identifies novel treatments that are in development, as well as highlighting areas of unmet need for future research.


Assuntos
Terapia Cognitivo-Comportamental , Constipação Intestinal/tratamento farmacológico , Diarreia/tratamento farmacológico , Síndrome do Intestino Irritável/diagnóstico , Síndrome do Intestino Irritável/terapia , Pesquisa Biomédica , Comunicação , Constipação Intestinal/etiologia , Diarreia/etiologia , Dieta , Desenvolvimento de Medicamentos , Humanos , Hipnose , Síndrome do Intestino Irritável/complicações , Síndrome do Intestino Irritável/fisiopatologia , Educação de Pacientes como Assunto , Relações Médico-Paciente , Probióticos/uso terapêutico , Ensaios Clínicos Controlados Aleatórios como Assunto , Antagonistas da Serotonina/uso terapêutico , Reino Unido
6.
Am J Gastroenterol ; 116(1): 142-151, 2021 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-32868630

RESUMO

INTRODUCTION: Chronic constipation is classified into 2 main syndromes, irritable bowel syndrome with constipation (IBS-C) and functional constipation (FC), on the assumption that they differ along multiple clinical characteristics and are plausibly of distinct pathophysiology. Our aim was to test this assumption by applying machine learning to a large prospective cohort of comprehensively phenotyped patients with constipation. METHODS: Demographics, validated symptom and quality of life questionnaires, clinical examination findings, stool transit, and diagnosis were collected in 768 patients with chronic constipation from a tertiary center. We used machine learning to compare the accuracy of diagnostic models for IBS-C and FC based on single differentiating features such as abdominal pain (a "unisymptomatic" model) vs multiple features encompassing a range of symptoms, examination findings and investigations (a "syndromic" model) to assess the grounds for the syndromic segregation of IBS-C and FC in a statistically formalized way. RESULTS: Unisymptomatic models of abdominal pain distinguished between IBS-C and FC cohorts near perfectly (area under the curve 0.97). Syndromic models did not significantly increase diagnostic accuracy (P > 0.15). Furthermore, syndromic models from which abdominal pain was omitted performed at chance-level (area under the curve 0.56). Statistical clustering of clinical characteristics showed no structure relatable to diagnosis, but a syndromic segregation of 18 features differentiating patients by impact of constipation on daily life. DISCUSSION: IBS-C and FC differ only about the presence of abdominal pain, arguably a self-fulfilling difference given that abdominal pain inherently distinguishes the 2 in current diagnostic criteria. This suggests that they are not distinct syndromes but a single syndrome varying along one clinical dimension. An alternative syndromic segregation is identified, which needs evaluation in community-based cohorts. These results have implications for patient recruitment into clinical trials, future disease classifications, and management guidelines.


Assuntos
Dor Abdominal/fisiopatologia , Constipação Intestinal/classificação , Síndrome do Intestino Irritável/classificação , Aprendizado de Máquina Supervisionado , Adulto , Doença Crônica , Estudos de Coortes , Constipação Intestinal/fisiopatologia , Efeitos Psicossociais da Doença , Feminino , Humanos , Síndrome do Intestino Irritável/fisiopatologia , Masculino , Pessoa de Meia-Idade , Análise de Componente Principal
7.
Qual Health Res ; 31(3): 535-549, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33228473

RESUMO

Psychological problems are common among people with inflammatory bowel disease (IBD) following stoma surgery. However, the ways in which stoma-related psychological needs are identified and addressed in health care settings remain unexplored. In this study, we investigated the perspectives of young people with a stoma and health care professionals about access to psychological support. Semi-structured interviews were conducted with young people with an IBD stoma (18-29 years, n = 13) and health care professionals (n = 15), including colorectal surgeons, gastroenterologists, specialist nurses in IBD and stoma care, and general practitioners in England. Data collection and analysis were informed by constructivist grounded theory. Three analytic categories were developed: "initiating support-seeking," "affirming psychological needs," and "mobilizing psychological support," which capture young peoples' trajectory to access psychological support. Based on the findings, we highlight the need for both patients and health care professionals to assign greater priority to the identification of psychological symptoms post-stoma surgery. More effective care pathways, which include responsive psychological services, would enhance access to psychological support for young people with a stoma.


Assuntos
Doenças Inflamatórias Intestinais , Estomas Cirúrgicos , Adolescente , Inglaterra , Teoria Fundamentada , Humanos , Doenças Inflamatórias Intestinais/cirurgia , Pesquisa Qualitativa
8.
J Anat ; 236(4): 588-611, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-31742681

RESUMO

The array of end organ innervations of the vagus nerve, coupled with increased basic science evidence, has led to vagus nerve stimulation (VNS) being explored as a management option in a number of clinical disorders, such as heart failure, migraine and inflammatory bowel disease. Both invasive (surgically implanted) and non-invasive (transcutaneous) techniques of VNS exist. Transcutaneous VNS (tVNS) delivery systems rely on the cutaneous distribution of vagal afferents, either at the external ear (auricular branch of the vagus nerve) or at the neck (cervical branch of the vagus nerve), thus obviating the need for surgical implantation of a VNS delivery device and facilitating further investigations across a wide range of uses. The concept of electrically stimulating the auricular branch of the vagus nerve (ABVN), which provides somatosensory innervation to several aspects of the external ear, is relatively more recent compared with cervical VNS; thus, there is a relative paucity of literature surrounding its operation and functionality. Despite the increasing body of research exploring the therapeutic uses of auricular transcutaneous VNS (tVNS), a comprehensive review of the cutaneous, intracranial and central distribution of ABVN fibres has not been conducted to date. A review of the literature exploring the neuroanatomical basis of this neuromodulatory therapy is therefore timely. Our review article explores the neuroanatomy of the ABVN with reference to (1) clinical surveys examining Arnold's reflex, (2) cadaveric studies, (3) fMRI studies, (4) electrophysiological studies, (5) acupuncture studies, (6) retrograde tracing studies and (7) studies measuring changes in autonomic (cardiovascular) parameters in response to auricular tVNS. We also provide an overview of the fibre composition of the ABVN and the effects of auricular tVNS on the central nervous system. Cadaveric studies, of which a limited number exist in the literature, would be the 'gold-standard' approach to studying the cutaneous map of the ABVN; thus, there is a need for more such studies to be conducted. Functional magnetic resonance imaging (fMRI) represents a useful surrogate modality for discerning the auricular sites most likely innervated by the ABVN and the most promising locations for auricular tVNS. However, given the heterogeneity in the results of such investigations and the various limitations of using fMRI, the current literature lacks a clear consensus on the auricular sites that are most densely innervated by the ABVN and whether the brain regions secondarily activated by electrical auricular tVNS depend on specific parameters. At present, it is reasonable to surmise that the concha and inner tragus are suitable locations for vagal modulation. Given the therapeutic potential of auricular tVNS, there remains a need for the cutaneous map of the ABVN to be further refined and the effects of various stimulation parameters and stimulation sites to be determined.


Assuntos
Estimulação do Nervo Vago/métodos , Nervo Vago/anatomia & histologia , Pavilhão Auricular , Humanos , Imageamento por Ressonância Magnética
9.
Catheter Cardiovasc Interv ; 95(1): 109-117, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-30963681

RESUMO

OBJECTIVES: This study aims to examine in-hospital gastrointestinal (GI) bleeding, its predictors and clinical outcomes, including long-term outcomes, in a national cohort of patients undergoing percutaneous coronary intervention (PCI) in England and Wales. BACKGROUND: GI bleeding remains associated with significant morbidity, mortality, and socioeconomic burden. METHODS: We examined the temporal changes in in-hospital GI bleeding in a national cohort of patients undergoing PCI between 2007 and 2014 in England and Wales, its predictors and prognostic consequences. Multivariate analysis was performed to identify independent risk factors between GI bleeding and 30-day mortality. Survival analysis was performed comparing patients with, and without, GI bleeding. RESULTS: There were 480 in-hospital GI bleeds in 549,298 patients (0.09%). Overall, rates of GI bleeding remained stable over time but a significant decline was observed for patients with ST segment elevation myocardial infarction (STEMI). The strongest predictors of bleeding events were STEMI-odds ratio (OR) 7.28 (95% confidence interval [95% CI] 4.82-11.00), glycoprotein IIb/IIIa inhibitor use OR 3.42 (95% CI 2.76-4.24) and use of circulatory support OR 2.65 (95% CI 1.90-3.71). Antiplatelets/coagulants (clopidogrel, prasugrel, and warfarin) were not independently associated with GI bleeding. GI bleeding was independently associated with a significant increase in all-cause 30-day mortality (OR 2.08 [1.52-2.83]). Patients with in-hospital GI bleed who survived to 30-days had increased all-cause mortality risk at 1 year compared to non-bleeders (HR 1.49 [1.07-2.09]). CONCLUSIONS: In-hospital GI bleeding following PCI is rare but is a clinically important event associated with increased 30-day and long-term mortality.


Assuntos
Hemorragia Gastrointestinal/epidemiologia , Isquemia Miocárdica/terapia , Intervenção Coronária Percutânea/efeitos adversos , Infarto do Miocárdio com Supradesnível do Segmento ST/terapia , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Causas de Morte , Bases de Dados Factuais , Inglaterra/epidemiologia , Feminino , Hemorragia Gastrointestinal/diagnóstico , Hemorragia Gastrointestinal/mortalidade , Coração Auxiliar/efeitos adversos , Humanos , Incidência , Pacientes Internados , Tempo de Internação , Masculino , Pessoa de Meia-Idade , Isquemia Miocárdica/diagnóstico por imagem , Isquemia Miocárdica/mortalidade , Intervenção Coronária Percutânea/mortalidade , Inibidores da Agregação Plaquetária/efeitos adversos , Medição de Risco , Fatores de Risco , Infarto do Miocárdio com Supradesnível do Segmento ST/diagnóstico , Infarto do Miocárdio com Supradesnível do Segmento ST/mortalidade , Fatores Sexuais , Fatores de Tempo , Resultado do Tratamento , País de Gales/epidemiologia
10.
Sociol Health Illn ; 42(2): 342-358, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-31562644

RESUMO

Stoma surgery can be a life-changing procedure due to bodily changes and related psychological responses. Despite previous literature identifying unique challenges for young adults living with a long-term condition, no studies have explored the biographical implications of stoma formation. Drawing on interviews with 13 young adults, aged 18-29 years, with a stoma resulting from inflammatory bowel disease, this article aims to generate new theoretical insights in understanding the process of biographical (re)construction and the wider implications of stoma formation among this group. Data analysis combined constructivist grounded theory and narrative analysis. Whilst two narratives display 'biographical suspension' characterised by a distancing of self from their stoma, the majority of narratives highlight positive transformations in the young adults' conceptions of self; which we explain through the concept of 'biographical renewal'. The liberating effects of stoma surgery allowed young adults to reclaim aspects of their pre-illness selves, yet also reconfigure a new, altered sense of self, culminating in a 'new normal'. However, psychological distress also co-existed alongside these positive representations, revealing a tension that young adults attempt to reconcile through narrativising their experiences. Our findings have implications for the identification and management of the psychological needs of young people with a stoma.


Assuntos
Adaptação Psicológica , Doenças Inflamatórias Intestinais/complicações , Narração , Estomas Cirúrgicos , Adulto , Doença Crônica , Feminino , Teoria Fundamentada , Humanos , Doenças Inflamatórias Intestinais/psicologia , Entrevistas como Assunto , Masculino , Adulto Jovem
11.
J Physiol ; 597(6): 1517-1529, 2019 03.
Artigo em Inglês | MEDLINE | ID: mdl-30629751

RESUMO

KEY POINTS: Nausea is an adverse experience characterised by alterations in autonomic and cerebral function. Susceptibility to nausea is difficult to predict, but machine learning has yet to be applied to this field of study. The severity of nausea that individuals experience is related to the underlying morphology (shape) of the subcortex, namely of the amygdala, caudate and putamen; a functional brain network related to nausea severity was identified, which included the thalamus, cingulate cortices (anterior, mid- and posterior), caudate nucleus and nucleus accumbens. Sympathetic nervous system function and sympathovagal balance, by heart rate variability, was closely related to both this nausea-associated anatomical variation and the functional connectivity network, and machine learning accurately predicted susceptibility or resistance to nausea. These novel anatomical and functional brain biomarkers for nausea severity may permit objective identification of individuals susceptible to nausea, using artificial intelligence/machine learning; brain data may be useful to identify individuals more susceptible to nausea. ABSTRACT: Nausea is a highly individual and variable experience. The central processing of nausea remains poorly understood, although numerous influential factors have been proposed, including brain structure and function, as well as autonomic nervous system (ANS) activity. We investigated the role of these factors in nausea severity and if susceptibility to nausea could be predicted using machine learning. Twenty-eight healthy participants (15 males; mean age 24 years) underwent quantification of resting sympathetic and parasympathetic nervous system activity by heart rate variability. All were exposed to a 10-min motion-sickness video during fMRI. Neuroanatomical shape differences of the subcortex and functional brain networks associated with the severity of nausea were investigated. A machine learning neural network was trained to predict nausea susceptibility, or resistance, using resting ANS data and detected brain features. Increasing nausea scores positively correlated with shape variation of the left amygdala, right caudate and bilateral putamen (corrected P = 0.05). A functional brain network linked to increasing nausea severity was identified implicating the thalamus, anterior, middle and posterior cingulate cortices, caudate nucleus and nucleus accumbens (corrected P = 0.043). Both neuroanatomical differences and the functional nausea-brain network were closely related to sympathetic nervous system activity. Using these data, a machine learning model predicted susceptibility to nausea with an overall accuracy of 82.1%. Nausea severity relates to underlying subcortical morphology and a functional brain network; both measures are potential biomarkers in trials of anti-nausea therapies. The use of machine learning should be further investigated as an objective means to develop models predicting nausea susceptibility.


Assuntos
Encéfalo/fisiologia , Conectoma , Aprendizado de Máquina , Enjoo devido ao Movimento/fisiopatologia , Náusea/fisiopatologia , Adolescente , Adulto , Sistema Nervoso Autônomo/fisiologia , Sistema Nervoso Autônomo/fisiopatologia , Encéfalo/fisiopatologia , Feminino , Trato Gastrointestinal/inervação , Trato Gastrointestinal/fisiologia , Trato Gastrointestinal/fisiopatologia , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade
12.
Am J Gastroenterol ; 114(3): 422-428, 2019 03.
Artigo em Inglês | MEDLINE | ID: mdl-30315284

RESUMO

Technological advances in artificial intelligence (AI) represent an enticing opportunity to benefit gastroenterological practice. Moreover, AI, through machine or deep learning, permits the ability to develop predictive models from large datasets. Possibilities of predictive model development in machine learning are numerous dependent on the clinical question. For example, binary classifiers aim to stratify allocation to a categorical outcome, such as the presence or absence of a gastrointestinal disease. In addition, continuous variable fitting techniques can be used to predict quantity of a therapeutic response, thus offering a tool to predict which therapeutic intervention may be most beneficial to the given patient. Namely, this permits an important opportunity for personalization of medicine, including a movement from guideline-specific treatment algorithms to patient-specific ones, providing both clinician and patient the capacity for data-driven decision making. Furthermore, such analyses could predict the development of GI disease prior to the manifestation of symptoms, raising the possibility of prevention or pre-treatment. In addition, computer vision additionally provides an exciting opportunity in endoscopy to automatically detect lesions. In this review, we overview the recent developments in healthcare-based AI and machine learning and describe promises and pitfalls for its application to gastroenterology.


Assuntos
Inteligência Artificial , Gastroenterologia , Medicina de Precisão , Aprendizado Profundo , Endoscopia Gastrointestinal , Humanos , Interpretação de Imagem Assistida por Computador , Aprendizado de Máquina , Redes Neurais de Computação
13.
Hum Brain Mapp ; 39(1): 381-392, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-29080228

RESUMO

The autonomic nervous system (ANS) is a brain body interface which serves to maintain homeostasis by influencing a plethora of physiological processes, including metabolism, cardiorespiratory regulation and nociception. Accumulating evidence suggests that ANS function is disturbed in numerous prevalent clinical disorders, including irritable bowel syndrome and fibromyalgia. While the brain is a central hub for regulating autonomic function, the association between resting autonomic activity and subcortical morphology has not been comprehensively studied and thus was our aim. In 27 healthy subjects [14 male and 13 female; mean age 30 years (range 22-53 years)], we quantified resting ANS function using validated indices of cardiac sympathetic index (CSI) and parasympathetic cardiac vagal tone (CVT). High resolution structural magnetic resonance imaging scans were acquired, and differences in subcortical nuclei shape, that is, 'deformation', contingent on resting ANS activity were investigated. CSI positively correlated with outward deformation of the brainstem, right nucleus accumbens, right amygdala and bilateral pallidum (all thresholded to corrected P < 0.05). In contrast, parasympathetic CVT negatively correlated with inward deformation of the right amygdala and pallidum (all thresholded to corrected P < 0.05). Left and right putamen volume positively correlated with CVT (r = 0.62, P = 0.0047 and r = 0.59, P = 0.008, respectively), as did the brainstem (r = 0.46, P = 0.049). These data provide novel evidence that resting autonomic state is associated with differences in the shape and volume of subcortical nuclei. Thus, subcortical morphological brain differences in various disorders may partly be attributable to perturbation in autonomic function. Further work is warranted to investigate these findings in clinical populations. Hum Brain Mapp 39:381-392, 2018. © 2017 Wiley Periodicals, Inc.


Assuntos
Sistema Nervoso Autônomo/diagnóstico por imagem , Encéfalo/diagnóstico por imagem , Adulto , Estudos de Coortes , Feminino , Humanos , Imageamento Tridimensional , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Tamanho do Órgão , Adulto Jovem
14.
J Clin Gastroenterol ; 52(6): 477-489, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29877952

RESUMO

Chronic intestinal pseudo-obstruction (CIPO) is a rare disorder characterized by an impairment of coordinated propulsive activity in the gastrointestinal (GI) tract, which clinically mimics mechanical intestinal obstruction. CIPO is the most severe and debilitating form of GI dysmotility. CIPO may be primary or be secondary to pathology at any level of the brain-gut axis as well as systemic disease. The clinical features of CIPO are pleomorphic and largely depend on the site and extent of the segment of the GI tract involved. The diagnostic approach includes the need for investigations to exclude mechanical GI obstruction, screening for causes of secondary CIPO and the identification of the disease phenotype as well as the prompt recognition and treatment of complications such as malnutrition and small intestinal bacterial overgrowth. In managing this disorder, a holistic, multidisciplinary approach is needed with judicious use of pharmacotherapeutic agents. While currently there are no specific therapeutic modalities for CIPO, treatment is largely directed at maintaining adequate nutrition and electrolyte balance and enhancing coordinated GI motility. Surgery should be avoided unless advisable for carefully selected patients and may include stoma formation. This narrative review provides a concise overview of the literature on this rare, severe and complex disorder, and highlights the need and areas for further research to improve both diagnostics and therapeutics.


Assuntos
Motilidade Gastrointestinal , Pseudo-Obstrução Intestinal/terapia , Intestinos/fisiopatologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Criança , Doença Crônica , Técnicas de Diagnóstico do Sistema Digestório , Feminino , Microbioma Gastrointestinal , Humanos , Pseudo-Obstrução Intestinal/diagnóstico , Pseudo-Obstrução Intestinal/etiologia , Pseudo-Obstrução Intestinal/fisiopatologia , Intestinos/microbiologia , Masculino , Pessoa de Meia-Idade , Estado Nutricional , Valor Preditivo dos Testes , Recuperação de Função Fisiológica , Fatores de Risco , Resultado do Tratamento , Adulto Jovem
15.
Diabetologia ; 60(4): 709-718, 2017 04.
Artigo em Inglês | MEDLINE | ID: mdl-28105520

RESUMO

AIMS/HYPOTHESIS: We hypothesised that type 1 diabetic patients with established diabetic sensorimotor polyneuropathy (DSPN) would have segmental and/or pan-enteric dysmotility in comparison to healthy age-matched controls. We aimed to investigate the co-relationships between gastrointestinal function, degree of DSPN and clinical symptoms. METHODS: An observational comparison was made between 48 patients with DSPN (39 men, mean age 50 years, range 29-71 years), representing the baseline data of an ongoing clinical trial (representing a secondary analysis of baseline data collected from an ongoing double-blind randomised controlled trial investigating the neuroprotective effects of liraglutide) and 41 healthy participants (16 men, mean age 49 years, range 30-78) who underwent a standardised wireless motility capsule test to assess gastrointestinal transit. In patients, vibration thresholds, the Michigan Neuropathy Screening Instrument and Patient Assessment of Upper Gastrointestinal Symptom questionnaires were recorded. RESULTS: Compared with healthy controls, patients showed prolonged gastric emptying (299 ± 289 vs 179 ± 49 min; p = 0.01), small bowel transit (289 ± 107 vs 224 ± 63 min; p = 0.001), colonic transit (2140, interquartile range [IQR] 1149-2799 min vs 1087, IQR 882-1650 min; p = 0.0001) and whole-gut transit time (2721, IQR 1196-3541 min vs 1475 (IQR 1278-2214) min; p < 0.0001). Patients also showed an increased fall in pH across the ileocaecal junction (-1.8 ± 0.4 vs -1.3 ± 0.4 pH; p < 0.0001), which was associated with prolonged colonic transit (r = 0.3, p = 0.001). Multivariable regression, controlling for sex, disease duration and glycaemic control, demonstrated an association between whole-gut transit time and total GCSI (p = 0.02). CONCLUSIONS/INTERPRETATION: Pan-enteric prolongation of gastrointestinal transit times and a more acidic caecal pH, which may represent heightened caecal fermentation, are present in patients with type 1 diabetes. The potential implication of delayed gastrointestinal transit on the bioavailability of nutrition and on pharmacotherapeutic and glycaemic control warrants further investigation. TRIAL REGISTRATION: EUDRA CT: 2013-004375-12.


Assuntos
Ceco/microbiologia , Ceco/fisiopatologia , Diabetes Mellitus Tipo 1/metabolismo , Diabetes Mellitus Tipo 1/fisiopatologia , Trânsito Gastrointestinal/fisiologia , Doenças do Sistema Nervoso Periférico/metabolismo , Doenças do Sistema Nervoso Periférico/fisiopatologia , Adulto , Idoso , Feminino , Esvaziamento Gástrico/fisiologia , Humanos , Concentração de Íons de Hidrogênio , Masculino , Pessoa de Meia-Idade , Fatores de Tempo
16.
J Clin Gastroenterol ; 51(2): 91-99, 2017 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-28005634

RESUMO

The Rome IV diagnostic criteria delineates 5 functional esophageal disorders which include functional chest pain, functional heartburn, reflux hypersensitivity, globus, and functional dysphagia. These are a heterogenous group of disorders which, despite having characteristic symptom profiles attributable to esophageal pathology, fail to demonstrate any structural, motility or inflammatory abnormalities on standard clinical testing. These disorders are associated with a marked reduction in patient quality of life, not least considerable healthcare resources. Furthermore, the pathophysiology of these disorders is incompletely understood. In this narrative review we provide the reader with an introductory primer to the structure and function of esophageal perception, including nociception that forms the basis of the putative mechanisms that may give rise to symptoms in functional esophageal disorders. We also discuss the provocative techniques and outcome measures by which esophageal hypersensitivity can be established.


Assuntos
Doenças do Esôfago/fisiopatologia , Transtornos da Motilidade Esofágica/fisiopatologia , Esôfago/fisiopatologia , Hiperalgesia/fisiopatologia , Hipersensibilidade/fisiopatologia , Dor no Peito/etiologia , Dor no Peito/fisiopatologia , Transtornos de Deglutição/etiologia , Transtornos de Deglutição/fisiopatologia , Doenças do Esôfago/etiologia , Transtornos da Motilidade Esofágica/etiologia , Refluxo Gastroesofágico/etiologia , Refluxo Gastroesofágico/fisiopatologia , Azia/etiologia , Azia/fisiopatologia , Humanos , Hiperalgesia/complicações , Hipersensibilidade/complicações
17.
Gut ; 64(4): 611-7, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-24870622

RESUMO

OBJECTIVES: Autonomic nervous system dysfunction has been implicated in visceral hypersensitivity. However, the specific contribution of the parasympathetic nervous system (PNS) is unclear. We aimed to determine whether physiological and pharmacological manipulation of parasympathetic tone influences the development of hypersensitivity in a validated model of acid-induced oesophageal pain. DESIGN: Prior to, and following, a 30-min distal oesophageal infusion of 0.15 M hydrochloric acid, pain thresholds to electrical stimulation were determined in the proximal non-acid exposed oesophagus in healthy subjects. Validated sympathetic (skin conductance response) and parasympathetic (cardiac vagal tone) parameters were measured at baseline and continuously thereafter. In study 1, 55 subjects were randomised in a pragmatic blinded crossover design to receive deep breathing or un-paced breathing during acid infusion. In study 2, 32 subjects were randomised in a blinded, crossover design to receive intravenous atropine or placebo (saline) with deep breathing during acid infusion. RESULTS: Study 1: Deep breathing increased cardiac vagal tone (2.1±2.3 vs -0.3±2.3, p=0.0006) with concomitant withdrawal of skin conductance response (-0.6±4.9 vs 3±4.8, p=0.03) in comparison with un-paced breathing. Deep breathing prevented the development of acid-induced oesophageal hypersensitivity in comparison with sham breathing (p=0.0001). Study 2: Atropine, in comparison with placebo, blocked the attenuating effect of deep breathing on the development of acid-induced oesophageal hypersensitivity (p=0.046). CONCLUSIONS: The development of oesophageal hyperalgesia is prevented by physiologically increasing parasympathetic tone. This effect is pharmacologically blocked with atropine, providing evidence that the PNS influences the development of oesophageal pain hypersensitivity.


Assuntos
Dor/fisiopatologia , Sistema Nervoso Parassimpático/fisiologia , Adolescente , Adulto , Estudos Cross-Over , Esôfago , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Medição da Dor , Respiração , Adulto Jovem
18.
J Physiol ; 593(5): 1183-96, 2015 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-25557265

RESUMO

An integrated understanding of the physiological mechanisms involved in the genesis of nausea remains lacking. We aimed to describe the psychophysiological changes accompanying visually induced motion sickness, using a motion video, hypothesizing that differences would be evident between subjects who developed nausea in comparison to those who did not. A motion, or a control, stimulus was presented to 98 healthy subjects in a randomized crossover design. Validated questionnaires and a visual analogue scale (VAS) were used for the assessment of anxiety and nausea. Autonomic and electrogastrographic activity were measured at baseline and continuously thereafter. Plasma vasopressin and ghrelin were measured in response to the motion video. Subjects were stratified into quartiles based on VAS nausea scores, with the upper and lower quartiles considered to be nausea sensitive and resistant, respectively. Twenty-eight subjects were exposed to the motion video during functional neuroimaging. During the motion video, nausea-sensitive subjects had lower normogastria/tachygastria ratio and cardiac vagal tone but higher cardiac sympathetic index in comparison to the control video. Furthermore, nausea-sensitive subjects had decreased plasma ghrelin and demonstrated increased activity of the left anterior cingulate cortex. Nausea VAS scores correlated positively with plasma vasopressin and left inferior frontal and middle occipital gyri activity and correlated negatively with plasma ghrelin and brain activity in the right cerebellar tonsil, declive, culmen, lingual gyrus and cuneus. This study demonstrates that the subjective sensation of nausea is associated with objective changes in autonomic, endocrine and brain networks, and thus identifies potential objective biomarkers and targets for therapeutic interventions.


Assuntos
Sistema Nervoso Autônomo/fisiologia , Córtex Cerebral/fisiologia , Sistema Endócrino/fisiologia , Enjoo devido ao Movimento/fisiopatologia , Náusea/fisiopatologia , Adulto , Estudos de Casos e Controles , Feminino , Grelina/sangue , Humanos , Masculino , Pessoa de Meia-Idade , Enjoo devido ao Movimento/sangue , Náusea/sangue , Vasopressinas/sangue
20.
J Physiol ; 592(14): 2981-8, 2014 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-24665099

RESUMO

Common human experience shows that stress and anxiety may modulate gut function. Such observations have been combined with an increasing evidence base that has culminated in the concept of the brain-gut axis. Nevertheless, it has not been until recently that the gut and its attendant components have been considered to influence higher cerebral function and behaviour per se. Moreover, the proposal that the gut and the bacteria contained therein (collectively referred to as the microbiota) can modulate mood and behaviours, has an increasing body of supporting evidence, albeit largely derived from animal studies. The gut microbiota is a dynamic and diverse ecosystem and forms a symbiotic relationship with the host. Herein we describe the components of the gut microbiota and mechanisms by which it can influence neural development, complex behaviours and nociception. Furthermore, we propose the novel concept of a 'state of gut' rather than a state of mind, particularly in relation to functional bowel disorders. Finally, we address the exciting possibility that the gut microbiota may offer a novel area of therapeutic intervention across a diverse array of both affective and gastrointestinal disorders.


Assuntos
Emoções/fisiologia , Trato Gastrointestinal/microbiologia , Microbiota , Animais , Humanos
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