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1.
J Hematol Oncol ; 17(1): 12, 2024 03 22.
Artículo en Inglés | MEDLINE | ID: mdl-38515194

RESUMEN

Cancer early detection and treatment response prediction continue to pose significant challenges. Cancer liquid biopsies focusing on detecting circulating tumor cells (CTCs) and DNA (ctDNA) have shown enormous potential due to their non-invasive nature and the implications in precision cancer management. Recently, liquid biopsy has been further expanded to profile glycoproteins, which are the products of post-translational modifications of proteins and play key roles in both normal and pathological processes, including cancers. The advancements in chemical and mass spectrometry-based technologies and artificial intelligence-based platforms have enabled extensive studies of cancer and organ-specific changes in glycans and glycoproteins through glycomics and glycoproteomics. Glycoproteomic analysis has emerged as a promising tool for biomarker discovery and development in early detection of cancers and prediction of treatment efficacy including response to immunotherapies. These biomarkers could play a crucial role in aiding in early intervention and personalized therapy decisions. In this review, we summarize the significant advance in cancer glycoproteomic biomarker studies and the promise and challenges in integration into clinical practice to improve cancer patient care.


Asunto(s)
Inteligencia Artificial , Neoplasias , Humanos , Neoplasias/diagnóstico , Biomarcadores de Tumor/análisis , Glicoproteínas/análisis , Glicoproteínas/metabolismo , Biopsia Líquida , Proteoma
3.
Clin Transl Gastroenterol ; 14(7): e00592, 2023 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-37141103

RESUMEN

Colorectal cancer (CRC) remains a leading cause of cancer-related deaths despite being the most preventable and treatable forms of cancer when caught early through screening. There is an unmet need for novel screening approaches with improved accuracy, less invasiveness, and reduced costs. In recent years, evidence has accumulated around particular biological events that happen during the adenoma-to-carcinoma transition, especially focusing on precancerous immune responses in the colonic crypt. Protein glycosylation plays a central role in driving those responses, and recently, numerous reports have been published on how aberrant protein glycosylation both in colonic tissue and on circulating glycoproteins reflects these precancerous developments. The complex field of glycosylation, which exceeds complexity of proteins by several orders of magnitude, can now be studied primarily because of the availability of new high-throughput technologies such as mass spectrometry and artificial intelligence-powered data processing. This has now opened new avenues for studying novel biomarkers for CRC screening. This review summarizes the early events taking place from the normal colon mucosa toward adenoma and adenocarcinoma formation and associated critical protein glycosylation phenomena, both on the tissue level and in the circulation. These insights will help establish an understanding in the interpretation of novel CRC detection modalities that involve high-throughput glycomics.


Asunto(s)
Adenoma , Neoplasias Colorrectales , Lesiones Precancerosas , Humanos , Glicosilación , Inteligencia Artificial , Neoplasias Colorrectales/patología , Adenoma/diagnóstico , Adenoma/patología , Lesiones Precancerosas/patología
4.
JMIR Form Res ; 6(6): e33368, 2022 Jun 21.
Artículo en Inglés | MEDLINE | ID: mdl-35727614

RESUMEN

BACKGROUND: The emergence of Artificial Intelligence (AI) has been proven beneficial in several health care areas. Nevertheless, the uptake of AI in health care delivery remains poor. Despite the fact that the acceptance of AI-based technologies among medical professionals is a key barrier to their implementation, knowledge about what informs such attitudes is scarce. OBJECTIVE: The aim of this study was to identify and examine factors that influence the acceptability of AI-based technologies among medical professionals. METHODS: A survey was developed based on the Unified Theory of Acceptance and Use of Technology model, which was extended by adding the predictor variables perceived trust, anxiety and innovativeness, and the moderator profession. The web-based survey was completed by 67 medical professionals in the Netherlands. The data were analyzed by performing a multiple linear regression analysis followed by a moderating analysis using the Hayes PROCESS macro (SPSS; version 26.0, IBM Corp). RESULTS: Multiple linear regression showed that the model explained 75.4% of the variance in the acceptance of AI-powered care pathways (adjusted R2=0.754; F9,0=22.548; P<.001). The variables medical performance expectancy (ß=.465; P<.001), effort expectancy (ß=-.215; P=.005), perceived trust (ß=.221; P=.007), nonmedical performance expectancy (ß=.172; P=.08), facilitating conditions (ß=-.160; P=.005), and professional identity (ß=.156; P=.06) were identified as significant predictors of acceptance. Social influence of patients (ß=.042; P=.63), anxiety (ß=.021; P=.84), and innovativeness (ß=.078; P=.30) were not identified as significant predictors. A moderating effect by gender was found between the relationship of facilitating conditions and acceptance (ß=-.406; P=.09). CONCLUSIONS: Medical performance expectancy was the most significant predictor of AI-powered care pathway acceptance among medical professionals. Nonmedical performance expectancy, effort expectancy, perceived trust, and professional identity were also found to significantly influence the acceptance of AI-powered care pathways. These factors should be addressed for successful implementation of AI-powered care pathways in health care delivery. The study was limited to medical professionals in the Netherlands, where uptake of AI technologies is still in an early stage. Follow-up multinational studies should further explore the predictors of acceptance of AI-powered care pathways over time, in different geographies, and with bigger samples.

5.
Dig Dis Sci ; 67(10): 4874-4885, 2022 10.
Artículo en Inglés | MEDLINE | ID: mdl-35476181

RESUMEN

BACKGROUND: Inflammatory Bowel Diseases with its complexity and heterogeneity could benefit from the increased application of Artificial Intelligence in clinical management. AIM: To accurately predict adverse outcomes in patients with IBD using advanced computational models in a nationally representative dataset for potential use in clinical practice. METHODS: We built a training model cohort and validated our result in a separate cohort. We used LASSO and Ridge regressions, Support Vector Machines, Random Forests and Neural Networks to balance between complexity and interpretability and analyzed their relative performances and reported the strongest predictors to the respective models. The participants in our study were patients with IBD selected from The OptumLabs® Data Warehouse (OLDW), a longitudinal, real-world data asset with de-identified administrative claims and electronic health record (EHR) data. RESULTS: We included 72,178 and 69,165 patients in the training and validation set, respectively. In total, 4.1% of patients in the validation set were hospitalized, 2.9% needed IBD-related surgeries, 17% used long-term steroids and 13% of patients were initiated with biological therapy. Of the AI models we tested, the Random Forest and LASSO resulted in high accuracies (AUCs 0.70-0.92). Our artificial neural network performed similarly well in most of the models (AUCs 0.61-0.90). CONCLUSIONS: This study demonstrates feasibility of accurately predicting adverse outcomes using complex and novel AI models on large longitudinal data sets of patients with IBD. These models could be applied for risk stratification and implementation of preemptive measures to avoid adverse outcomes in a clinical setting.


Asunto(s)
Inteligencia Artificial , Enfermedades Inflamatorias del Intestino , Estudios de Cohortes , Registros Electrónicos de Salud , Humanos , Enfermedades Inflamatorias del Intestino/diagnóstico , Aprendizaje Automático
6.
Artículo en Inglés | MEDLINE | ID: mdl-34831502

RESUMEN

BACKGROUND: Rising healthcare expenditures have been partially attributed to suboptimal management of inflammatory bowel diseases (IBD). Electronic health interventions may help improve care management for IBD patients, but there is a need to better understand patient perspectives on these emerging technologies. AIMS: The primary aim was to evaluate patient satisfaction and experience with the UCLA eIBD mobile application, an integrative care management platform with disease activity monitoring tools and educational modules. The secondary objective was to capture patient feedback on how to improve the mobile application. METHODS: We surveyed IBD patients treated at the UCLA Center for Inflammatory Bowel Diseases. The patient experience survey assessed the patients' overall satisfaction with the application, perception of health outcomes after participation in the program, and feedback on educational modules as well as areas for application improvement. RESULTS: 50 patients were included. The responses indicated that the patients were greatly satisfied with the ease of patient-provider communication within the application and appointment scheduling features (68%). A majority of respondents (54%) also reported that program participation resulted in improved perception of disease control and quality of life. Lastly, a majority of participants (79%) would recommend this application to others. CONCLUSIONS: Mobile tools such as UCLA eIBD have promising implications for integration into patients' daily lives. This patient satisfaction study suggests the feasibility of using this mobile application by patients and providers. We further showed that UCLA eIBD and its holistic approach led to improved patient experience and satisfaction, which can provide useful recommendations for future electronic health solutions.


Asunto(s)
Enfermedades Inflamatorias del Intestino , Satisfacción Personal , Humanos , Enfermedades Inflamatorias del Intestino/terapia , Evaluación del Resultado de la Atención al Paciente , Satisfacción del Paciente , Calidad de Vida
7.
PLoS One ; 15(11): e0242066, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-33216779

RESUMEN

BACKGROUND: Alongside a clinical and research setting, whole body magnetic resonance imaging (WB-MRI) is increasingly offered as a direct-to-consumer screening service. Data is needed on the clinical relevance of findings and associated psychological impact of such screening. Therefore, we conducted a prospective follow-up study to provide insight in the effectiveness and psychological impact of direct-to-consumer screening using both WB-MRI and cardiological examination. METHODS AND FINDINGS: The study population consisted of 3603 voluntary, primarily middle-aged participants who underwent commercial WB-MRI and cardiological screening at one of 6 study clinics in Germany or the Netherlands between July 2014 and March 2016. MRI investigation consisted of directed scans of the brain, neck, abdomen and pelvis. Cardiovascular examination included pulmonary function, resting electrocardiogram, transthoracic echocardiogram and a bicycle exercise stress test. Findings were assessed by experienced radiologists and cardiologists. In addition, participants were inquired about several (psychological) domains, including the expectations and consequences of the screening procedure. Out of 3603 individuals, 402 (11.2%) demonstrated abnormal MRI (n = 381) and/or cardiological findings (n = 79) for which they were advised to undergo further consultation <3 months in regular healthcare. In 59.1% of cases of abnormal MRI findings which were consulted, fully completed consultations were available in 87.1%. After consultation, 77.6% of initial MRI outcomes were adopted. In 40.9% of cases of abnormal MRI findings, recommendations for consultation were not adhered to during the study period. 71.1% of adopted MRI-findings required treatment or monitoring, including 19 malignancies. For abnormal cardiological findings, 70.9% of cases were consulted in regular healthcare. Of these, 91.1% had a completed follow-up procedure of which 72.5% of initial findings were adopted and 83.8% of these findings required treatment or monitoring. The most frequently reported psychological consequences of the screening procedure were getting reassurance (72.0%) and insight into one's own health status (83.0%). 5.0% reported to feel insecure about their health and 6.2% worried more about their health as a consequence of screening. Main limitations of the study were considered the telephonic follow-up of referred clients and the heterogeneity of screening equipment and assessment of radiologists and cardiologists. CONCLUSIONS: Direct-to-consumer screening using whole-body MRI and cardiological testing is feasible and effective for the detection of clinically relevant and treatable abnormalities. Psychological harm was not frequently reported in study participants.


Asunto(s)
Pruebas Dirigidas al Consumidor/métodos , Pruebas de Función Cardíaca/métodos , Imagen por Resonancia Magnética/métodos , Imagen de Cuerpo Entero/métodos , Adulto , Anciano , Anciano de 80 o más Años , Electrocardiografía , Prueba de Esfuerzo , Estudios de Factibilidad , Femenino , Estudios de Seguimiento , Alemania , Humanos , Masculino , Persona de Mediana Edad , Países Bajos , Evaluación del Resultado de la Atención al Paciente , Estudios Prospectivos
8.
EMBO Rep ; 21(10): e49332, 2020 10 05.
Artículo en Inglés | MEDLINE | ID: mdl-32875703

RESUMEN

Autotaxin (ATX) converts lysophosphatidylcholine and sphingosyl-phosphorylcholine into lysophosphatidic acid and sphingosine 1-phosphate, respectively. Despite the pivotal function of ATX in lipid metabolism, mechanisms by which ATX regulates immune and inflammatory disorders remain elusive. Here, using myeloid cell lineage-restricted Atx knockout mice, we show that Atx deficiency disrupts membrane microdomains and lipid rafts, resulting in the inhibition of Toll-like receptor 4 (TLR4) complex formation and the suppression of adaptor recruitment, thereby inhibiting TLR4-mediated responses in macrophages. Accordingly, TLR4-induced innate immune functions, including phagocytosis and iNOS expression, are attenuated in Atx-deficient macrophages. Consequently, Atx-/- mice exhibit a higher bacterial prevalence in the intestinal mucosa compared to controls. When combined with global Il10-/- mice, which show spontaneous colitis due to the translocation of luminal commensal microbes into the mucosa, myeloid cell lineage-restricted Atx knockout accelerates colitis development compared to control littermates. Collectively, our data reveal that Atx deficiency compromises innate immune responses, thereby promoting microbe-associated gut inflammation.


Asunto(s)
Colitis , Receptor Toll-Like 4 , Animales , Colitis/genética , Inmunidad , Inflamación/genética , Ratones , Ratones Noqueados , Receptor Toll-Like 4/genética
9.
BMC Health Serv Res ; 20(1): 556, 2020 Jun 18.
Artículo en Inglés | MEDLINE | ID: mdl-32552803

RESUMEN

BACKGROUND: Caregiver burden is the emotional, physical, practical, and/or financial burden associated with taking care of a patient with a chronic condition. Limited literature on caregiver burden in Inflammatory Bowel Diseases (IBD) has accounted for some predictors, but its effect on work productivity (absenteeism and presenteeism) is unknown. METHODS: In a prospective study, patients and their respective caregivers were surveyed from November 2015 until July 2017. Data on demographics, work productivity, quality of life, disease activity, caregiver burden and productivity were collected. The burden on caregivers was assessed and associations between caregiver productivity and caregiver burden were analyzed. Additionally, predictors for caregiver burden were identified. RESULTS: One hundred two IBD patients and their respective caregiver were included. In total, 39% of IBD caregivers experienced burden. Caregivers with burden experienced significantly more absenteeism and presenteeism (65 and 85% respectively). Furthermore, 51% of caregivers felt that they should be doing more for their care recipient and felt they could do a better job at caregiving. Predictors of burden included race/ethnicity, history of fistulas, diagnosis of ulcerative colitis, higher caregiver education, and hours spent caregiving. CONCLUSION: Caregivers with burden had significantly more productivity decrease compared to those without burden. Additionally, the majority of caregivers feel they should be providing more and better care for their recipients. The development of strategies to address caregiver's distress and perceived burden when caring for IBD patients is warranted.


Asunto(s)
Cuidadores/psicología , Costo de Enfermedad , Enfermedades Inflamatorias del Intestino/enfermería , Enfermedades Inflamatorias del Intestino/psicología , Absentismo , Adaptación Psicológica , Adulto , Anciano , Estudios Transversales , Eficiencia , Femenino , Humanos , Masculino , Persona de Mediana Edad , Presentismo , Estudios Prospectivos , Calidad de Vida , Encuestas y Cuestionarios , Rendimiento Laboral
10.
J Med Internet Res ; 22(5): e15589, 2020 05 26.
Artículo en Inglés | MEDLINE | ID: mdl-32452808

RESUMEN

BACKGROUND: The emergence of chatbots in health care is fast approaching. Data on the feasibility of chatbots for chronic disease management are scarce. OBJECTIVE: This study aimed to explore the feasibility of utilizing natural language processing (NLP) for the categorization of electronic dialog data of patients with inflammatory bowel diseases (IBD) for use in the development of a chatbot. METHODS: Electronic dialog data collected between 2013 and 2018 from a care management platform (UCLA eIBD) at a tertiary referral center for IBD at the University of California, Los Angeles, were used. Part of the data was manually reviewed, and an algorithm for categorization was created. The algorithm categorized all relevant dialogs into a set number of categories using NLP. In addition, 3 independent physicians evaluated the appropriateness of the categorization. RESULTS: A total of 16,453 lines of dialog were collected and analyzed. We categorized 8324 messages from 424 patients into seven categories. As there was an overlap in these categories, their frequencies were measured independently as symptoms (2033/6193, 32.83%), medications (2397/6193, 38.70%), appointments (1518/6193, 24.51%), laboratory investigations (2106/6193, 34.01%), finance or insurance (447/6193, 7.22%), communications (2161/6193, 34.89%), procedures (617/6193, 9.96%), and miscellaneous (624/6193, 10.08%). Furthermore, in 95.0% (285/300) of cases, there were minor or no differences in categorization between the algorithm and the three independent physicians. CONCLUSIONS: With increased adaptation of electronic health technologies, chatbots could have great potential in interacting with patients, collecting data, and increasing efficiency. Our categorization showcases the feasibility of using NLP in large amounts of electronic dialog for the development of a chatbot algorithm. Chatbots could allow for the monitoring of patients beyond consultations and potentially empower and educate patients and improve clinical outcomes.


Asunto(s)
Comunicación , Enfermedades Inflamatorias del Intestino/psicología , Medios de Comunicación Sociales , Adulto , Estudios de Cohortes , Femenino , Humanos , Masculino , Aplicaciones Móviles , Estudios Retrospectivos
12.
J Crohns Colitis ; 14(1): 64-70, 2020 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-31197361

RESUMEN

BACKGROUND AND AIMS: The long-term safety and efficacy of allogeneic bone marrow-derived mesenchymal stromal cell [bmMSC] therapy in perianal Crohn's disease [CD] fistulas is unknown. We aimed to provide a 4-year clinical evaluation of allogeneic bmMSC treatment of perianal CD fistulas. METHODS: A double-blind dose-finding study for local bmMSC therapy in 21 patients with refractory perianal fistulising Crohn's disease was performed at the Leiden University Medical Center in 2012-2014. All patients treated with bmMSCs [1 x 107 bmMSCs cohort 1, n = 5; 3 × 107 bmMSCs cohort 2, n = 5; 9 × 107 bmMSCs cohort 3, n = 5] were invited for a 4-year evaluation. Clinical events were registered, fistula closure was evaluated, and anti-human leukocyte antigen [HLA] antibodies were assessed. Patients were also asked to undergo a pelvic magnetic resonance imaging [MRI] and rectoscopy. RESULTS: Thirteen out of 15 patients [87%] treated with bmMSCs were available for long-term follow-up. Two non-MSC related malignancies were observed. No serious adverse events thought to be related to bmMSC therapy were found. In cohort 2 [n = 4], all fistulas were closed 4 years after bmMSC therapy. In cohort 1 [n = 4] 63%, and in cohort 3 [n = 5] 43%, of the fistulas were closed, respectively. In none of the patients anti-HLA antibodies could be detected 24 weeks and 4 years after therapy. Pelvic MRI showed significantly smaller fistula tracts after 4 years. CONCLUSIONS: Allogeneic bmMSC therapy for CD-associated perianal fistulas is also in the long-term a safe therapy. In bmMSC-treated patients, fistulas with closure at Week 24 were still closed after 4 years.


Asunto(s)
Enfermedad de Crohn/complicaciones , Trasplante de Células Madre Mesenquimatosas/métodos , Fístula Rectal/terapia , Adulto , Método Doble Ciego , Femenino , Estudios de Seguimiento , Humanos , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Fístula Rectal/diagnóstico por imagen , Fístula Rectal/etiología , Factores de Tiempo , Resultado del Tratamiento
13.
Telemed J E Health ; 26(7): 889-897, 2020 07.
Artículo en Inglés | MEDLINE | ID: mdl-31670610

RESUMEN

Background:Despite advancements in treatment for inflammatory bowel disease (IBD), surgery remains inevitable for patients and IBD management is costly.Introduction:Frequent postoperative monitoring is needed for early detection of both short-term complications and long-term disease recurrence. We developed a care pathway for postoperative home monitoring of IBD patients using telehealth applications.Materials and Methods:We performed a retrospective cohort study with a matched control group to assess the efficacy of the Tight Control Surgery Scenario (TCSS), a 4-week postoperative care pathway. IBD patients aged 18 or older who underwent an IBD-related intestinal operation between October 2013 and December 2015 were eligible. Enrolled participants submitted postsurgical questionnaires and wound photos through e-mail. We measured patient satisfaction with the care pathway and assessed its impact on 30-day postoperative hospital readmission rates, emergency department (ED) visits, and gastroenterologist (GI)-related office visits.Results:Sixty-four (n) cases were enrolled in TCSS and matched to 64 historic controls. Patients who completed the additional evaluation survey expressed overall satisfaction. Readmissions, 30-day ED rates, and GI visits were numerically higher in cases compared with controls, but this difference was not statistically significant.Discussion:TCSS demonstrates the feasibility of implementing a telehealth care coordination platform for postsurgery IBD management. Patients with more complications may have sent in more photos due to greater concern for maintaining their health.Conclusions:Implementation of TCSS for easy home monitoring is feasible. While we did not see reductions in ED visits, GI follow-up visits, or readmissions, patient satisfaction was high, thus demonstrating its feasibility for telehealth applications.


Asunto(s)
Enfermedades Inflamatorias del Intestino , Telemedicina , Adolescente , Servicio de Urgencia en Hospital , Humanos , Enfermedades Inflamatorias del Intestino/cirugía , Evaluación del Resultado de la Atención al Paciente , Readmisión del Paciente , Estudios Retrospectivos
14.
Clin Transl Gastroenterol ; 9(8): 177, 2018 09 04.
Artículo en Inglés | MEDLINE | ID: mdl-30177700

RESUMEN

INTRODUCTION: Colorectal cancer (CRC) is a common but largely preventable disease with suboptimal screening rates despite national guidelines to screen individuals age 50-75. Single-component interventions aimed to improve screening uptake only modestly improve rates; data suggest that multi-modal approaches may be more effective. METHODS: We designed, implemented, and evaluated the impact of a multi-modal intervention on CRC screening uptake among unscreened patients in a large managed care population. Patient-level components included a mailed letter with education about screening options and pre-colonoscopy telephone counseling. For providers, we facilitated communication of screening test results and work-flow for abnormal results. System-level modifications included establishment of a patient navigator, expedited work-up for abnormal results, and stream-lined colonoscopy scheduling. We measured the rate of screening uptake overall, screening uptake by modality, change in the proportion of the population screened, and positive fecal immunochemical test (FIT) follow-up rates in the 1-year study period. RESULTS: There were 5093 patients in the intervention cohort. Of these, 33.2% participated in FIT or colonoscopy screening within 1 year of the mailing. A total of 1078 (21.2%) participants completed a FIT and 611 (12.0%) completed a screening colonoscopy. The screening rate in the managed care population increased from 65.1 to 76.6%. Fifty-nine patients (5.5%) had a positive FIT, of which 30 (50.8%) completed a diagnostic colonoscopy. CONCLUSION: Multi-modal interventions can result in substantial improvement in CRC screening uptake in large and diverse managed care populations. TRANSLATIONAL IMPACT: Health systems should shift their focus from single-level to multi-level interventions when addressing barriers to CRC screening.


Asunto(s)
Neoplasias Colorrectales/diagnóstico , Detección Precoz del Cáncer/normas , Programas Controlados de Atención en Salud/organización & administración , Programas Controlados de Atención en Salud/normas , Tamizaje Masivo/normas , Mejoramiento de la Calidad , Anciano , Citas y Horarios , Colonoscopía/estadística & datos numéricos , ADN de Neoplasias/análisis , Detección Precoz del Cáncer/métodos , Detección Precoz del Cáncer/estadística & datos numéricos , Heces/química , Femenino , Humanos , Inmunoquímica/estadística & datos numéricos , Comunicación Interdisciplinaria , Masculino , Tamizaje Masivo/métodos , Tamizaje Masivo/estadística & datos numéricos , Persona de Mediana Edad , Educación del Paciente como Asunto/métodos , Navegación de Pacientes , Sistemas Recordatorios , Teléfono , Estados Unidos
15.
Eur J Gastroenterol Hepatol ; 30(10): 1148-1154, 2018 10.
Artículo en Inglés | MEDLINE | ID: mdl-30095479

RESUMEN

BACKGROUND: Local administration of mesenchymal stromal cells (MSCs) into the fistula tract seems to improve patient outcome in perianal fistulas due to Crohn's disease (CD). In this paper we propose a standardized and validated protocol for the local administration of MSCs for CD perianal fistulas to be able to reliably assess efficacy. MATERIALS AND METHODS: A working group consisting of gastroenterologists and surgeons with expertise in the treatment of perianal CD developed a consensus perianal fistula treatment protocol for local MSC treatment of perianal fistulizing CD. The treatment protocol was validated during a trial of allogeneic bone marrow-derived MSCs for the treatment of refractory perianal Crohn's fistulas. RESULTS: Localization and classification of perianal fistulas with MRI and rectoscopy is of crucial importance prior to surgical intervention with local therapy administration. Examination under anesthesia is necessary to incise and drain abscesses when present. Optimization of medical treatment when active luminal CD is present, is the first step before embarking on surgery and local therapy administration. In addition, strictures preventing the surgeon from adequately performing the surgical procedure have to be endoscopically dilated. Curettage of the fistula tract has an important role as long-standing CD perianal fistulas close poorly without removal of their epithelial lining. To diminish bacterial contamination of the fistula, the internal opening has to be closed. The origin of the fistula is the internal opening, therefore, efficacy of MSCs is presumably the highest when they are injected into the tissue around the internal opening. CONCLUSION: In this article, we propose a standardized method of local MSC administration for perianal fistulizing CD. The use of this standardized and validated protocol for the administration of local treatment of CD perianal fistulas will allow reliable comparison of the efficacy of local therapies in future.


Asunto(s)
Enfermedad de Crohn/terapia , Fístula Cutánea/terapia , Trasplante de Células Madre Mesenquimatosas/métodos , Fístula Rectal/terapia , Protocolos Clínicos , Consenso , Enfermedad de Crohn/complicaciones , Fístula Cutánea/etiología , Drenaje , Humanos , Imagen por Resonancia Magnética , Fístula Rectal/diagnóstico por imagen , Fístula Rectal/etiología
16.
Dig Dis Sci ; 63(10): 2507-2518, 2018 10.
Artículo en Inglés | MEDLINE | ID: mdl-30014225

RESUMEN

BACKGROUND: Quality improvement (QI) identifies practical methods to improve patient care; however, it is not always widely known which QI methods are successful. We sought to create a primer of QI in gastroenterology for the practicing clinician. METHODS: We performed a systematic review of QI literature in gastroenterology. We included search terms for inflammatory bowel disease, irritable bowel syndrome, celiac disease, gastroesophageal reflux disease, pancreatitis, liver disease, colorectal cancer screening, endoscopy, and gastrointestinal bleeding. We used general search terms for QI as well as specific terms to capture established quality metrics for each GI disease area. RESULTS: We found 33 studies that met our definitions for QI. There were 17 studies of endoscopy including screening colonoscopy, six on liver disease, four on IBD, two on GERD, three on GI bleeding, and one on celiac disease. Education was the most common intervention, although most successful studies combined education with another intervention. Other effective interventions included retraining sessions to reach ADR goals in colonoscopy, nursing protocols to increase HCC screening, and EMR decision support tools to prompt reassessment of PPI therapy. Many studies showed improved compliance to metrics, but few were able to show differences in length of stay, readmissions, or mortality. CONCLUSIONS: Our review of quality improvement literature in gastroenterology revealed common themes of successful programs: Education was frequently used but often insufficient, the EMR may be underutilized in guiding decision making, and patient-reported outcomes were infrequently assessed. Further research may be needed to compare QI strategies directly.


Asunto(s)
Gastroenterología/métodos , Enfermedades Gastrointestinales/terapia , Manejo de Atención al Paciente , Humanos , Manejo de Atención al Paciente/organización & administración , Manejo de Atención al Paciente/normas , Mejoramiento de la Calidad
17.
J Biomed Inform ; 81: 93-101, 2018 05.
Artículo en Inglés | MEDLINE | ID: mdl-29625187

RESUMEN

OBJECTIVE: Inflammatory Bowel Disease (IBD) is an inflammatory disorder of the gastrointestinal tract that can necessitate hospitalization and the use of expensive biologics. Models predicting these interventions may improve patient quality of life and reduce expenditures. MATERIALS AND METHODS: We used insurance claims from 2011 to 2013 to predict IBD-related hospitalizations and the initiation of biologics. We derived and optimized our model from a 2011 training set of 7771 members, predicting their outcomes the following year. The best-performing model was then applied to a 2012 validation set of 7450 members to predict their outcomes in 2013. RESULTS: Our models predicted both IBD-related hospitalizations and the initiation of biologics, with average positive predictive values of 17% and 11%, respectively - each a 200% improvement over chance. Further, when we used topic modeling to identify four member subpopulations, the positive predictive value of predicting hospitalization increased to 20%. DISCUSSION: We show that our hospitalization model, in concert with a mildly-effective interventional treatment plan for members identified as high-risk, may both improve patient outcomes and reduce insurance expenditures. CONCLUSION: The success of our approach provides a roadmap for how claims data can complement traditional medical decision making with personalized, data-driven predictive medicine.


Asunto(s)
Productos Biológicos/uso terapéutico , Colitis Ulcerosa/terapia , Enfermedad de Crohn/terapia , Hospitalización/estadística & datos numéricos , Revisión de Utilización de Seguros , Seguro de Salud/estadística & datos numéricos , Adulto , Algoritmos , Área Bajo la Curva , Colitis Ulcerosa/epidemiología , Enfermedad de Crohn/epidemiología , Recolección de Datos , Bases de Datos Factuales , Toma de Decisiones , Costos de la Atención en Salud , Humanos , Clasificación Internacional de Enfermedades , Modelos Teóricos , Reconocimiento de Normas Patrones Automatizadas , Valor Predictivo de las Pruebas , Calidad de Vida , Análisis de Regresión , Resultado del Tratamiento
18.
Clin Pharmacokinet ; 57(9): 1075-1106, 2018 09.
Artículo en Inglés | MEDLINE | ID: mdl-29512050

RESUMEN

According to recent clinical consensus, pharmacotherapy of inflammatory bowel disease (IBD) is, or should be, personalized medicine. IBD treatment is complex, with highly different treatment classes and relatively few data on treatment strategy. Although thorough evidence-based international IBD guidelines currently exist, appropriate drug and dose choice remains challenging as many disease (disease type, location of disease, disease activity and course, extraintestinal manifestations, complications) and patient characteristics [(pharmaco-)genetic predisposition, response to previous medications, side-effect profile, necessary onset of response, convenience, concurrent therapy, adherence to (maintenance) therapy] are involved. Detailed pharmacological knowledge of the IBD drug arsenal is essential for choosing the right drug, in the right dose, in the right administration form, at the right time, for each individual patient. In this in-depth review, clinical pharmacodynamic and pharmacokinetic considerations are provided for tailoring treatment with the most common IBD drugs. Development (with consequent prospective validation) of easy-to-use treatment algorithms based on these considerations and new pharmacological data may facilitate optimal and effective IBD treatment, preferably corroborated by effectiveness and safety registries.


Asunto(s)
Antiinflamatorios/farmacología , Antiinflamatorios/farmacocinética , Enfermedades Inflamatorias del Intestino/tratamiento farmacológico , Corticoesteroides/efectos adversos , Corticoesteroides/farmacocinética , Corticoesteroides/farmacología , Antiinflamatorios/efectos adversos , Antiinflamatorios no Esteroideos/efectos adversos , Antiinflamatorios no Esteroideos/farmacocinética , Antiinflamatorios no Esteroideos/farmacología , Anticuerpos Monoclonales/efectos adversos , Anticuerpos Monoclonales/farmacocinética , Anticuerpos Monoclonales/farmacología , Monitoreo de Drogas , Humanos , Inmunosupresores/efectos adversos , Inmunosupresores/farmacocinética , Inmunosupresores/farmacología , Enfermedades Inflamatorias del Intestino/genética , Enfermedades Inflamatorias del Intestino/inmunología , Medicina de Precisión
19.
J Crohns Colitis ; 12(5): 517-524, 2018 Apr 27.
Artículo en Inglés | MEDLINE | ID: mdl-29401297

RESUMEN

BACKGROUND AND AIMS: Long-term outcomes of early combined immunosuppression [top-down] compared to conventional management [step-up] in recently diagnosed Crohn's disease [CD] are unknown. We aimed to investigate long-term outcomes of participants of the Step-up/Top-down-trial. METHODS: Trial participants' medical records were reviewed retrospectively. For 16 semesters following the 2-year trial, we recorded: clinical activity, medication use, flares, hospitalization, surgery and fistulas. Colonoscopy reports were scored as: endoscopic remission, aphthous/small ulcers or large ulcers. The primary endpoint was the proportion of semesters in remission. RESULTS: Data were available from 119/133 patients [step-up n = 60]. During a median follow-up of 8 years, clinical remission rates were similar (70% vs 73% [p = 0.85] in step-up and top-down patients, respectively). A shorter time to flare was observed in step-up patients [median five vs nine semesters, p = 0.01]. Cumulatively, 62% of step-up patients used corticosteroids compared to 41% of top-down patients [p = 0.02]. Anti-tumour necrosis factor [anti-TNF] use was higher in the step-up group [73% vs 54%, p = 0.04]. No differences were found in to time to CD hospitalization [respectively 13 vs 14 semesters, p = 0.30], new fistula [14 vs 15 semesters, p = 0.20] or CD surgery [14 vs 15 semesters, p = 0.25]. Mucosal healing 2 years after treatment was associated with a reduced anti-TNF use, but not with differences in other long-term outcomes. Endoscopic remission occurred at similar rates between groups. CONCLUSIONS: Top-down treatment did not result in increased clinical remission during long-term follow-up, compared to step-up treatment. However, lower relapse rates and a reduced use of anti-TNF agents and corticosteroids were observed. No difference was found in rates of endoscopic remission, hospitalization, surgery or new fistulas.


Asunto(s)
Corticoesteroides/uso terapéutico , Productos Biológicos/uso terapéutico , Enfermedad de Crohn/tratamiento farmacológico , Inmunosupresores/uso terapéutico , Fístula Intestinal/etiología , Adulto , Azatioprina/uso terapéutico , Colonoscopía , Enfermedad de Crohn/complicaciones , Enfermedad de Crohn/cirugía , Quimioterapia Combinada , Femenino , Estudios de Seguimiento , Hospitalización , Humanos , Infliximab/uso terapéutico , Mucosa Intestinal/fisiopatología , Masculino , Mercaptopurina/uso terapéutico , Metotrexato/uso terapéutico , Estudios Retrospectivos , Brote de los Síntomas , Factores de Tiempo , Factor de Necrosis Tumoral alfa/antagonistas & inhibidores , Cicatrización de Heridas , Adulto Joven
20.
Eur J Gastroenterol Hepatol ; 30(4): 465-470, 2018 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-29334517

RESUMEN

OBJECTIVES: Arthropathies are a common extraintestinal manifestation (EIM) in inflammatory bowel disease (IBD). This study evaluated the differences in illness perceptions, coping strategies, and illness outcomes between patients with IBD with and without arthropathies at baseline and examined changes at 12 months in these variables in patients with arthropathies. METHODS: In total, 204 patients with (n=123) and without (n=81) arthropathies completed questionnaires at baseline and after 1 year, assessing illness perceptions, coping strategies, quality of life, and work and activity impairment. A linear regression analysis assessed the effect of arthropathies on these factors compared with patients without arthropathies. A mixed model analysis evaluated changes in illness perceptions, coping strategies, and outcomes in patients with arthropathies over time. RESULTS: Patients with arthropathies had more persistent thoughts on symptomatology and the variability of symptoms, held more negative views on the effects of illness, had heightened emotions that affected daily functioning, and had a poorer understanding of IBD than patients without arthropathies. Patients with arthropathies could more efficiently divert attention, felt more useful to others, and perceived a reduced physical and mental health and an increased activity impairment compared with patients without arthropathies. At follow-up, patients with arthropathies were more sceptical about the effectiveness of medical treatment but were better able to adapt their activities to their complaints compared with baseline. CONCLUSION: Patients with arthropathies in IBD adopt different illness perceptions and coping strategies and have different outcomes compared with patients without arthropathies, which is important to know when designing behavioral and physical interventions to improve functioning.


Asunto(s)
Adaptación Psicológica , Actitud Frente a la Salud , Enfermedades Inflamatorias del Intestino/psicología , Artropatías/psicología , Actividades Cotidianas , Adulto , Femenino , Estudios de Seguimiento , Estado de Salud , Humanos , Enfermedades Inflamatorias del Intestino/complicaciones , Artropatías/etiología , Masculino , Persona de Mediana Edad , Pronóstico , Encuestas y Cuestionarios
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