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1.
J Clin Med ; 12(14)2023 Jul 21.
Artículo en Inglés | MEDLINE | ID: mdl-37510928

RESUMEN

(1) Background: Transition is a planned movement of paediatric patients to adult healthcare systems, and its implementation is not yet established in all inflammatory bowel disease (IBD) units. The aim of the study was to evaluate the impact of transition on IBD outcomes. (2) Methods: Multicentre, retrospective and observational study of IBD paediatric patients transferred to an adult IBD unit between 2017-2020. Two groups were compared: transition (≥1 joint visit involving the gastroenterologist, the paediatrician, a programme coordinator, the parents and the patient) and no-transition. Outcomes within one year after transfer were analysed. The main variable was poor clinical outcome (IBD flare, hospitalisation, surgery or any change in the treatment because of a flare). Predictive factors of poor clinical outcome were identified with multivariable analysis. (3) Results: A total of 278 patients from 34 Spanish hospitals were included. One hundred eighty-five patients (67%) from twenty-two hospitals (65%) performed a structured transition. Eighty-nine patients had poor clinical outcome at one year after transfer: 27% in the transition and 43% in the no-transition group (p = 0.005). One year after transfer, no-transition patients were more likely to have a flare (36% vs. 22%; p = 0.018) and reported more hospitalisations (10% vs. 3%; p = 0.025). The lack of transition, as well as parameters at transfer, including IBD activity, body mass index < 18.5 and corticosteroid treatment, were associated with poor clinical outcome. One patient in the transition group (0.4%) was lost to follow-up. (4) Conclusion: Transition care programmes improve patients' outcomes after the transfer from paediatric to adult IBD units. Active IBD at transfer impairs outcomes.

2.
J Crohns Colitis ; 17(7): 1097-1102, 2023 Jul 05.
Artículo en Inglés | MEDLINE | ID: mdl-36815684

RESUMEN

BACKGROUND AND AIMS: Solid organ transplantation, with the exception of liver, has rarely been reported in patients affected by inflammatory bowel diseases [IBD]. METHODS: This is an ECCO-CONFER project collecting cases of solid organ transplants [with the exclusion of liver] that were performed in IBD patients. We evaluated the change in the IBD therapy, need for bowel resection due to medically refractory IBD, or need for hospitalisation due to IBD relapse ['severe IBD course'] before and after transplantation. RESULTS: in total, 34 organ transplantations [28 kidney, five heart, one lung] in 33 IBD patients were collected [67% male, 55% Crohn's disease, mean age 53 ±â€…16 years]. The median follow-up was 4.3 years (interquartile range [IQR] 3.2-10.7); 29 patients [87.9%] were treated with tacrolimus, 25 [76%] with systemic steroids, 22 [67%] with mycophenolate mofetil, 11 [33%] with everolimus, six with cyclosporine [18%]. One patient was treated with infliximab, two patients with adalimumab, two patients with vedolizumab, one patient with ustekinumab. Overall, a severe IBD course was observed in three [9.3%] patients before transplantation and in four [11.7%] in the post-transplant setting [p = 0.26]. Three cases of cancer [excluding skin non-melanoma] [9.1%] were recorded in the post-transplantation period versus two in the pre-transplantation period [6.1%, p = 0.04]. Six patients [18.2%] died during the period of observation. No deaths were associated with IBD or complications of the transplant. CONCLUSIONS: In IBD patients, solid organ transplantation does not seem to impact on the IBD severity. However, the risk of malignancy needs further investigation.


Asunto(s)
Enfermedad de Crohn , Enfermedades Inflamatorias del Intestino , Trasplante de Órganos , Humanos , Masculino , Adulto , Persona de Mediana Edad , Anciano , Femenino , Enfermedades Inflamatorias del Intestino/terapia , Infliximab , Enfermedad de Crohn/complicaciones , Adalimumab , Trasplante de Órganos/efectos adversos
3.
JMIR Med Inform ; 10(2): e30345, 2022 02 18.
Artículo en Inglés | MEDLINE | ID: mdl-35179507

RESUMEN

BACKGROUND: The exploration of clinically relevant information in the free text of electronic health records (EHRs) holds the potential to positively impact clinical practice as well as knowledge regarding Crohn disease (CD), an inflammatory bowel disease that may affect any segment of the gastrointestinal tract. The EHRead technology, a clinical natural language processing (cNLP) system, was designed to detect and extract clinical information from narratives in the clinical notes contained in EHRs. OBJECTIVE: The aim of this study is to validate the performance of the EHRead technology in identifying information of patients with CD. METHODS: We used the EHRead technology to explore and extract CD-related clinical information from EHRs. To validate this tool, we compared the output of the EHRead technology with a manually curated gold standard to assess the quality of our cNLP system in detecting records containing any reference to CD and its related variables. RESULTS: The validation metrics for the main variable (CD) were a precision of 0.88, a recall of 0.98, and an F1 score of 0.93. Regarding the secondary variables, we obtained a precision of 0.91, a recall of 0.71, and an F1 score of 0.80 for CD flare, while for the variable vedolizumab (treatment), a precision, recall, and F1 score of 0.86, 0.94, and 0.90 were obtained, respectively. CONCLUSIONS: This evaluation demonstrates the ability of the EHRead technology to identify patients with CD and their related variables from the free text of EHRs. To the best of our knowledge, this study is the first to use a cNLP system for the identification of CD in EHRs written in Spanish.

4.
Eur J Gastroenterol Hepatol ; 34(4): 389-397, 2022 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-34882644

RESUMEN

BACKGROUND: The impact of relapses on disease burden in Crohn's disease (CD) warrants searching for predictive factors to anticipate relapses. This requires analysis of large datasets, including elusive free-text annotations from electronic health records. This study aims to describe clinical characteristics and treatment with biologics of CD patients and generate a data-driven predictive model for relapse using natural language processing (NLP) and machine learning (ML). METHODS: We performed a multicenter, retrospective study using a previously validated corpus of CD patient data from eight hospitals of the Spanish National Healthcare Network from 1 January 2014 to 31 December 2018 using NLP. Predictive models were created with ML algorithms, namely, logistic regression, decision trees, and random forests. RESULTS: CD phenotype, analyzed in 5938 CD patients, was predominantly inflammatory, and tobacco smoking appeared as a risk factor, confirming previous clinical studies. We also documented treatments, treatment switches, and time to discontinuation in biologics-treated CD patients. We found correlations between CD and patient family history of gastrointestinal neoplasms. Our predictive model ranked 25 000 variables for their potential as risk factors for CD relapse. Of highest relative importance were past relapses and patients' age, as well as leukocyte, hemoglobin, and fibrinogen levels. CONCLUSION: Through NLP, we identified variables such as smoking as a risk factor and described treatment patterns with biologics in CD patients. CD relapse prediction highlighted the importance of patients' age and some biochemistry values, though it proved highly challenging and merits the assessment of risk factors for relapse in a clinical setting.


Asunto(s)
Productos Biológicos , Enfermedad de Crohn , Productos Biológicos/uso terapéutico , Enfermedad de Crohn/diagnóstico , Enfermedad de Crohn/tratamiento farmacológico , Humanos , Aprendizaje Automático , Procesamiento de Lenguaje Natural , Proyectos Piloto , Pronóstico , Recurrencia , Estudios Retrospectivos
5.
United European Gastroenterol J ; 8(9): 1056-1066, 2020 11.
Artículo en Inglés | MEDLINE | ID: mdl-32723069

RESUMEN

BACKGROUND: There is limited evidence on the effectiveness of biological therapy in stricturing complications in patients with Crohn's disease. AIM: The study aims to determine the effectiveness of anti-tumor necrosis factor (TNF) agents in Crohn's disease complicated with symptomatic strictures. METHODS: In this multicentric and retrospective study, we included adult patients with symptomatic stricturing Crohn's disease receiving their first anti-TNF therapy, with no previous history of biological, endoscopic or surgical therapy. The effectiveness of the anti-TNF agent was defined as a composite outcome combining steroid-free drug persistence with no use of new biologics or immunomodulators, hospital admission, surgery or endoscopic therapy during follow-up. RESULTS: Overall, 262 patients with Crohn's disease were included (53% male; median disease duration, 35 months, 15% active smokers), who received either infliximab (N = 141, 54%) or adalimumab (N = 121, 46%). The treatment was effective in 87% and 73% of patients after 6 and 12 months, respectively, and continued to be effective in 26% after a median follow-up of 40 months (IQR, 19-85). Nonetheless, 15% and 21% of individuals required surgery after 1 and 2 years, respectively, with an overall surgery rate of 32%. Postoperative complications were identified in 15% of patients, with surgical site infection as the most common. Starting anti-TNF therapy in the first 18 months after the diagnosis of Crohn's disease or the identification of stricturing complications was associated with a higher effectiveness (HR 1.62, 95% CI 1.18-2.22; and HR 1.55, 95% CI 1.1-2.23; respectively). Younger age, lower albumin levels, strictures located in the descending colon, concomitant aminosalicylates use or presence of lymphadenopathy were associated with lower effectiveness. CONCLUSIONS: Anti-TNF agents are effective in approximately a quarter of patients with Crohn's disease and symptomatic intestinal strictures, and 68% of patients are free of surgery after a median of 40 months of follow-up. Early treatment and some potential predictors of response were associated with treatment success in this setting.


Asunto(s)
Factores Biológicos/uso terapéutico , Enfermedad de Crohn/terapia , Endoscopía Gastrointestinal/estadística & datos numéricos , Complicaciones Posoperatorias/epidemiología , Tiempo de Tratamiento , Adalimumab/farmacología , Adalimumab/uso terapéutico , Adulto , Factores de Edad , Factores Biológicos/farmacología , Constricción Patológica/diagnóstico , Constricción Patológica/inmunología , Constricción Patológica/terapia , Enfermedad de Crohn/complicaciones , Enfermedad de Crohn/diagnóstico , Enfermedad de Crohn/inmunología , Endoscopía Gastrointestinal/efectos adversos , Femenino , Estudios de Seguimiento , Humanos , Infliximab/farmacología , Infliximab/uso terapéutico , Intestinos/efectos de los fármacos , Intestinos/inmunología , Intestinos/cirugía , Masculino , Persona de Mediana Edad , Admisión del Paciente/estadística & datos numéricos , Complicaciones Posoperatorias/etiología , Estudios Retrospectivos , Factores de Riesgo , Resultado del Tratamiento , Factor de Necrosis Tumoral alfa/antagonistas & inhibidores , Adulto Joven
6.
J Crohns Colitis ; 10(6): 657-62, 2016 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-26786982

RESUMEN

BACKGROUND AND AIMS: The aims of this study were to evaluate the frequency of entero-urinary fistulas in a cohort of Crohn's disease (CD) patients and to analyse the outcomes of medical and surgical therapy. METHODS: This multicentre retrospective study included all CD patients with entero-urinary fistulas diagnosed by the presence of clinical symptoms and confirmed at surgery or by radiological or endoscopic techniques. We evaluated outcomes of medical and surgical therapy. We defined remission as absence of clinical symptoms with a radiological confirmation of fistula closure. Cox regression analysis was performed to evaluate factors predictive of achieving remission without need for surgery. RESULTS: Of 6081 CD patients screened, 97 had entero-urinary fistulas (frequency 1.6%). Seventy-five percent of fistulas occurred in men. After a median follow-up of 91 months, 96% of patients were in sustained remission. Thirty-three patients (35%) received anti-tumour necrosis factor (TNF) therapy. Of these, 45% achieved sustained remission (median follow-up 35 months) without needing surgery. More than 80% of patients required surgery, which induced remission (median follow-up 101 months) in 99% of them. Only the use of anti-TNF agents was associated with an increased rate of remission without need for surgery (hazard ratio 0.23, 95% confidence interval 0.12-0.44; p < 0.001). CONCLUSION: In this large cohort of CD patients, the frequency of entero-urinary fistulas was lower than previously described. More than 80% of patients required surgery, and in all but one of them surgery induced sustained remission. In a selected subgroup of patients, anti-TNF may induce long-term fistula remission and radiographic closure, making it possible to avoid surgery.


Asunto(s)
Antibacterianos/uso terapéutico , Antiinflamatorios/uso terapéutico , Enfermedad de Crohn/complicaciones , Fístula Intestinal/tratamiento farmacológico , Fístula Intestinal/cirugía , Fístula Urinaria/tratamiento farmacológico , Fístula Urinaria/cirugía , Adalimumab/uso terapéutico , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Estudios de Casos y Controles , Terapia Combinada , Enfermedad de Crohn/terapia , Femenino , Estudios de Seguimiento , Humanos , Infliximab/uso terapéutico , Fístula Intestinal/etiología , Masculino , Mercaptopurina/uso terapéutico , Persona de Mediana Edad , Modelos de Riesgos Proporcionales , Inducción de Remisión , Estudios Retrospectivos , Resultado del Tratamiento , Enfermedades Ureterales/tratamiento farmacológico , Enfermedades Ureterales/etiología , Enfermedades Ureterales/cirugía , Enfermedades de la Vejiga Urinaria/tratamiento farmacológico , Enfermedades de la Vejiga Urinaria/etiología , Enfermedades de la Vejiga Urinaria/cirugía , Fístula Urinaria/etiología , Adulto Joven
9.
J Crohns Colitis ; 5(6): 628-32, 2011 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-22115386

RESUMEN

Plasmablastic lymphoma is a very rare and recently-described subtype of diffuse large B-cell lymphoma. It has a poor prognosis despite intensive chemotherapy treatment. A 57-year old woman with perianal Crohn's disease receiving azathioprine and infliximab developed this type of lymphoma after a short period of time on the treatment. She also had a hepatitis C virus chronic infection which had not been diagnosed or treated before. There is no solid scientific evidence that either immunomodulators or anti-TNF drugs have a definitive role in the appearance of malignancies, and therefore there are no clear recommendations to limit their use. In these patients, there are some other factors we have to take into account, like the inflammatory bowel disease in itself and its behaviour over time, or the comorbidities of the patient, with special attention to virus infections. In this case report, we will analyse the role of these factors in the development of lymphoproliferative disorders and the recommendations given by experts to avoid their appearance.


Asunto(s)
Enfermedad de Crohn/complicaciones , Hepatitis C Crónica/complicaciones , Linfoma de Células B Grandes Difuso/complicaciones , Antiinflamatorios/uso terapéutico , Anticuerpos Monoclonales/uso terapéutico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Azatioprina/uso terapéutico , Enfermedad de Crohn/tratamiento farmacológico , Resultado Fatal , Femenino , Humanos , Inmunosupresores/uso terapéutico , Infliximab , Linfoma de Células B Grandes Difuso/tratamiento farmacológico , Linfoma de Células B Grandes Difuso/patología , Persona de Mediana Edad
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