Rocío Plaza
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The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Rocío Plaza has a total of 255 co-authors. Here are the top co-authors by number of shared publications:
- Javier P. Gisbert
Department of Gastroenterology Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria Princesa (IIS‐Princesa), Universidad Autónoma de Madrid (UAM), and Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd) Madrid Spain
7 shared publications - Ana Gutiérrez
Department of Gastroenterology, CIBEREHD, Hospital General Universitario Dr. Balmis, Alicante, Spain
5 shared publications - Francisco Mesonero
Department of Gastroenterology Hospital Universitario Ramón y Cajal Madrid Spain
5 shared publications - Iván Guerra
Gastroenterology Department, Hospital Universitario de Fuenlabrada, Fuenlabrada, Spain
5 shared publications - José María Huguet
Department of Gastroenterology Hospital General Universitario de Valencia Valencia Spain
5 shared publications - María Chaparro
Gastroenterology Unit, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria Princesa (IIS-Princesa), Universidad Autónoma de Madrid (UAM) , Madrid
5 shared publications
Latest Publications
- Open Access
- 8 January 2025
- Published by Wiley in United European Gastroenterology Journal
- Vol. 13 (5) , 674-684
Leishmaniasis in Patients With Inflammatory Bowel Disease: A National Multicenter Study of GETECCU
Background: Leishmaniasis (LI) is a vector‐borne illness caused by a protozoan of the genus Leishmania . Data on the features of LI in patients with inflammatory bowel disease (IBD) are scarce. Aim: To describe the characteristics of patients with IBD who present with leishmaniasis, infection outcomes and the risk factors associated with developing visceral leishmaniasis (VL). Methods: An observational retrospective study performed in 26 hospitals in Spain, including all adult patients with IBD who developed Leishmaniasis from 2012 to 2022. Results: A total of 73 patients were included [mean age 48 years; 65% male; 68% Crohn's disease]. Sixty patients (82.2%) presented localized cutaneous Leishmaniasis (CL), 2 (2.7%) diffuse CL, 3 (4.1%) mucocutaneous Leishmaniasis (MCL) and 8 (11%) VL. All patients were under biologicals (69 [94.5%]) or immunosuppressants (IMM) (4 [5.5%]) at Leishmaniasis diagnosis. AntiTNF was used in 97%, while 2 patients (3%) were receiving ustekinumab. Leishmaniasis resolution was achieved by 48% and 96% of the patients after 1 and 12 months, respectively. Biological withdrawal after Leishmaniasis diagnosis was not statistically related to increased rates of infection resolution among patients with localized CL. Age was the only risk factor associated with VL (OR 1.2, 95%CI 1.04–1.39; p = 0.012). Conclusions: Leishmaniasis in patients with IBD doesn't seem to follow a complicated clinical course, even in those with localized CL who do not discontinue biological therapy after infection diagnosis. Age might be a risk factor for developing VL. This infection should be considered for immunosuppressed patients with IBD and suggestive symptoms dwelling or travelling to endemic areas.
- 8 January 2025
- Published by Wiley in United European Gastroenterology Journal
- Vol. 13 (5) , 674-684
Open AccessLeishmaniasis in Patients With Inflammatory Bowel Disease: A National Multicenter Study of GETECCU
Background: Leishmaniasis (LI) is a vector‐borne illness caused by a protozoan of the genus Leishmania . Data on the features of LI in patients with inflammatory bowel disease (IBD) are scarce. Aim: To describe the characteristics of patients with IBD who present with leishmaniasis, infection outcomes and the risk factors associated with developing visceral leishmaniasis (VL). Methods: An observational retrospective study performed in 26 hospitals in Spain, including all adult patients with IBD who developed Leishmaniasis from 2012 to 2022. Results: A total of 73 patients were included [mean age 48 years; 65% male; 68% Crohn's disease]. Sixty patients (82.2%) presented localized cutaneous Leishmaniasis (CL), 2 (2.7%) diffuse CL, 3 (4.1%) mucocutaneous Leishmaniasis (MCL) and 8 (11%) VL. All patients were under biologicals (69 [94.5%]) or immunosuppressants (IMM) (4 [5.5%]) at Leishmaniasis diagnosis. AntiTNF was used in 97%, while 2 patients (3%) were receiving ustekinumab. Leishmaniasis resolution was achieved by 48% and 96% of the patients after 1 and 12 months, respectively. Biological withdrawal after Leishmaniasis diagnosis was not statistically related to increased rates of infection resolution among patients with localized CL. Age was the only risk factor associated with VL (OR 1.2, 95%CI 1.04–1.39; p = 0.012). Conclusions: Leishmaniasis in patients with IBD doesn't seem to follow a complicated clinical course, even in those with localized CL who do not discontinue biological therapy after infection diagnosis. Age might be a risk factor for developing VL. This infection should be considered for immunosuppressed patients with IBD and suggestive symptoms dwelling or travelling to endemic areas.
- 26 November 2024
- Published by Wolters Kluwer Health in American Journal of Gastroenterology
- Vol. 120 (7) , 1593-1604
Persistence, Effectiveness, and Safety of Upadacitinib in Crohn's Disease and Ulcerative Colitis in Real Life: Results From a Spanish Nationwide Study (Ureal Study)
INTRODUCTION: Real-world data on the effectiveness of upadacitinib for inflammatory bowel disease (IBD) are limited. To assess upadacitinib persistence, effectiveness, and safety in a real-world scenario. METHODS: Retrospective multicenter study of patients with IBD who received upadacitinib before 31st December 2022 and at least 12 weeks before the recruitment date. Clinical effectiveness was assessed based on partial Mayo score for ulcerative colitis (UC) and Harvey–Bradshaw index for Crohn's disease (CD). RESULTS: We included 100 patients (68 with CD, and 32 with UC). Patients had previously received a median of 4 advanced therapies. Twenty-three discontinued the treatment (median follow-up 7.6 months). CD (vs UC) (hazard ratio 3.7; 95% confidence interval [CI]: 1.04–12.9) and age below 40 years at upadacitinib initiation (hazard ratio 2.4; 95% CI: 1.0–5.8) were associated with treatment discontinuation in multivariable analysis. Clinical remission for IBD was achieved in 59% of patients at week 8, 64% at week 12, and 42% at week 52. The proportion of patients with UC previously exposed to tofacitinib (n = 25) who achieved clinical remission was 78% at week 12, and 50% at week 52. Factors associated with clinical remission at week 12 were UC diagnosis (odds ratio [OR] 4.6; 95% CI: 1.3–17), mild or moderate activity at baseline (OR 8; 95% CI: 1.1–56), and not smoking (OR 4.4; 95% CI: 1.5–13). Dose escalation recaptured remission in 60% of patients with relapse. Eighty percent of patients with active immune-mediated diseases or extraintestinal manifestations improved with upadacitinib. Forty-three patients reported adverse events, 11 of them serious. DISCUSSION: Upadacitinib is effective and safe for treating patients with highly refractory IBD, even in previously treated with Janus kinase inhibitors.
- 26 November 2024
- Published by Wolters Kluwer Health in American Journal of Gastroenterology
- Vol. 120 (7) , 1593-1604
Persistence, Effectiveness, and Safety of Upadacitinib in Crohn's Disease and Ulcerative Colitis in Real Life: Results From a Spanish Nationwide Study (Ureal Study)
INTRODUCTION: Real-world data on the effectiveness of upadacitinib for inflammatory bowel disease (IBD) are limited. To assess upadacitinib persistence, effectiveness, and safety in a real-world scenario. METHODS: Retrospective multicenter study of patients with IBD who received upadacitinib before 31st December 2022 and at least 12 weeks before the recruitment date. Clinical effectiveness was assessed based on partial Mayo score for ulcerative colitis (UC) and Harvey–Bradshaw index for Crohn's disease (CD). RESULTS: We included 100 patients (68 with CD, and 32 with UC). Patients had previously received a median of 4 advanced therapies. Twenty-three discontinued the treatment (median follow-up 7.6 months). CD (vs UC) (hazard ratio 3.7; 95% confidence interval [CI]: 1.04–12.9) and age below 40 years at upadacitinib initiation (hazard ratio 2.4; 95% CI: 1.0–5.8) were associated with treatment discontinuation in multivariable analysis. Clinical remission for IBD was achieved in 59% of patients at week 8, 64% at week 12, and 42% at week 52. The proportion of patients with UC previously exposed to tofacitinib (n = 25) who achieved clinical remission was 78% at week 12, and 50% at week 52. Factors associated with clinical remission at week 12 were UC diagnosis (odds ratio [OR] 4.6; 95% CI: 1.3–17), mild or moderate activity at baseline (OR 8; 95% CI: 1.1–56), and not smoking (OR 4.4; 95% CI: 1.5–13). Dose escalation recaptured remission in 60% of patients with relapse. Eighty percent of patients with active immune-mediated diseases or extraintestinal manifestations improved with upadacitinib. Forty-three patients reported adverse events, 11 of them serious. DISCUSSION: Upadacitinib is effective and safe for treating patients with highly refractory IBD, even in previously treated with Janus kinase inhibitors.
- Open Access
- 21 July 2023
- Published by MDPI AG in Journal of Clinical Medicine
- Vol. 12 (14) , 4813
Benefits of Paediatric to Adult Transition Programme in Inflammatory Bowel Disease: The BUTTERFLY Study of GETECCU and SEGHNP
(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.
- 21 July 2023
- Published by MDPI AG in Journal of Clinical Medicine
- Vol. 12 (14) , 4813
Open AccessBenefits of Paediatric to Adult Transition Programme in Inflammatory Bowel Disease: The BUTTERFLY Study of GETECCU and SEGHNP
(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.
- Open Access
- 19 December 2022
- Published by MDPI AG in Journal of Clinical Medicine
- Vol. 11 (24) , 7540
Risk Factors for COVID-19 in Inflammatory Bowel Disease: A National, ENEIDA-Based Case–Control Study (COVID-19-EII)
(1) Scant information is available concerning the characteristics that may favour the acquisition of COVID-19 in patients with inflammatory bowel disease (IBD). Therefore, the aim of this study was to assess these differences between infected and noninfected patients with IBD. (2) This nationwide case–control study evaluated patients with inflammatory bowel disease with COVID-19 (cases) and without COVID-19 (controls) during the period March–July 2020 included in the ENEIDA of GETECCU. (3) A total of 496 cases and 964 controls from 73 Spanish centres were included. No differences were found in the basal characteristics between cases and controls. Cases had higher comorbidity Charlson scores (24% vs. 19%; p = 0.02) and occupational risk (28% vs. 10.5%; p < 0.0001) more frequently than did controls. Lockdown was the only protective measure against COVID-19 (50% vs. 70%; p < 0.0001). No differences were found in the use of systemic steroids, immunosuppressants or biologics between cases and controls. Cases were more often treated with 5-aminosalicylates (42% vs. 34%; p = 0.003). Having a moderate Charlson score (OR: 2.7; 95%CI: 1.3–5.9), occupational risk (OR: 2.9; 95%CI: 1.8–4.4) and the use of 5-aminosalicylates (OR: 1.7; 95%CI: 1.2–2.5) were factors for COVID-19. The strict lockdown was the only protective factor (OR: 0.1; 95%CI: 0.09–0.2). (4) Comorbidities and occupational exposure are the most relevant factors for COVID-19 in patients with IBD. The risk of COVID-19 seems not to be increased by immunosuppressants or biologics, with a potential effect of 5-aminosalicylates, which should be investigated further and interpreted with caution.
- 19 December 2022
- Published by MDPI AG in Journal of Clinical Medicine
- Vol. 11 (24) , 7540
Open AccessRisk Factors for COVID-19 in Inflammatory Bowel Disease: A National, ENEIDA-Based Case–Control Study (COVID-19-EII)
(1) Scant information is available concerning the characteristics that may favour the acquisition of COVID-19 in patients with inflammatory bowel disease (IBD). Therefore, the aim of this study was to assess these differences between infected and noninfected patients with IBD. (2) This nationwide case–control study evaluated patients with inflammatory bowel disease with COVID-19 (cases) and without COVID-19 (controls) during the period March–July 2020 included in the ENEIDA of GETECCU. (3) A total of 496 cases and 964 controls from 73 Spanish centres were included. No differences were found in the basal characteristics between cases and controls. Cases had higher comorbidity Charlson scores (24% vs. 19%; p = 0.02) and occupational risk (28% vs. 10.5%; p < 0.0001) more frequently than did controls. Lockdown was the only protective measure against COVID-19 (50% vs. 70%; p < 0.0001). No differences were found in the use of systemic steroids, immunosuppressants or biologics between cases and controls. Cases were more often treated with 5-aminosalicylates (42% vs. 34%; p = 0.003). Having a moderate Charlson score (OR: 2.7; 95%CI: 1.3–5.9), occupational risk (OR: 2.9; 95%CI: 1.8–4.4) and the use of 5-aminosalicylates (OR: 1.7; 95%CI: 1.2–2.5) were factors for COVID-19. The strict lockdown was the only protective factor (OR: 0.1; 95%CI: 0.09–0.2). (4) Comorbidities and occupational exposure are the most relevant factors for COVID-19 in patients with IBD. The risk of COVID-19 seems not to be increased by immunosuppressants or biologics, with a potential effect of 5-aminosalicylates, which should be investigated further and interpreted with caution.
- Open Access
- 18 February 2022
- Published by JMIR Publications Inc. in JMIR Medical Informatics
- Vol. 10 (2) , e30345
Evaluation of Natural Language Processing for the Identification of Crohn Disease–Related Variables in Spanish Electronic Health Records: A Validation Study for the PREMONITION-CD Project
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.
- 18 February 2022
- Published by JMIR Publications Inc. in JMIR Medical Informatics
- Vol. 10 (2) , e30345
Open AccessEvaluation of Natural Language Processing for the Identification of Crohn Disease–Related Variables in Spanish Electronic Health Records: A Validation Study for the PREMONITION-CD Project
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.
- Open Access
- 14 January 2022
- Published by MDPI AG in Journal of Clinical Medicine
- Vol. 11 (2) , 421
Nationwide COVID-19-EII Study: Incidence, Environmental Risk Factors and Long-Term Follow-Up of Patients with Inflammatory Bowel Disease and COVID-19 of the ENEIDA Registry
We aim to describe the incidence and source of contagion of COVID-19 in patients with IBD, as well as the risk factors for a severe course and long-term sequelae. This is a prospective observational study of IBD and COVID-19 included in the ENEIDA registry (53,682 from 73 centres) between March–July 2020 followed-up for 12 months. Results were compared with data of the general population (National Centre of Epidemiology and Catalonia). A total of 482 patients with COVID-19 were identified. Twenty-eight percent were infected in the work environment, and 48% were infected by intrafamilial transmission, despite having good adherence to lockdown. Thirty-five percent required hospitalization, 7.9% had severe COVID-19 and 3.7% died. Similar data were reported in the general population (hospitalisation 19.5%, ICU 2.1% and mortality 4.6%). Factors related to death and severe COVID-19 were being aged ≥ 60 years (OR 7.1, 95% CI: 1.8–27 and 4.5, 95% CI: 1.3–15.9), while having ≥2 comorbidities increased mortality (OR 3.9, 95% CI: 1.3–11.6). None of the drugs for IBD were related to severe COVID-19. Immunosuppression was definitively stopped in 1% of patients at 12 months. The prognosis of COVID-19 in IBD, even in immunosuppressed patients, is similar to that in the general population. Thus, there is no need for more strict protection measures in IBD.
- 14 January 2022
- Published by MDPI AG in Journal of Clinical Medicine
- Vol. 11 (2) , 421
Open AccessNationwide COVID-19-EII Study: Incidence, Environmental Risk Factors and Long-Term Follow-Up of Patients with Inflammatory Bowel Disease and COVID-19 of the ENEIDA Registry
We aim to describe the incidence and source of contagion of COVID-19 in patients with IBD, as well as the risk factors for a severe course and long-term sequelae. This is a prospective observational study of IBD and COVID-19 included in the ENEIDA registry (53,682 from 73 centres) between March–July 2020 followed-up for 12 months. Results were compared with data of the general population (National Centre of Epidemiology and Catalonia). A total of 482 patients with COVID-19 were identified. Twenty-eight percent were infected in the work environment, and 48% were infected by intrafamilial transmission, despite having good adherence to lockdown. Thirty-five percent required hospitalization, 7.9% had severe COVID-19 and 3.7% died. Similar data were reported in the general population (hospitalisation 19.5%, ICU 2.1% and mortality 4.6%). Factors related to death and severe COVID-19 were being aged ≥ 60 years (OR 7.1, 95% CI: 1.8–27 and 4.5, 95% CI: 1.3–15.9), while having ≥2 comorbidities increased mortality (OR 3.9, 95% CI: 1.3–11.6). None of the drugs for IBD were related to severe COVID-19. Immunosuppression was definitively stopped in 1% of patients at 12 months. The prognosis of COVID-19 in IBD, even in immunosuppressed patients, is similar to that in the general population. Thus, there is no need for more strict protection measures in IBD.
- Open Access
- 26 September 2021
- Published by MDPI AG in Journal of Clinical Medicine
- Vol. 10 (19) , 4402
Impact of Biological Agents on Postsurgical Complications in Inflammatory Bowel Disease: A Multicentre Study of Geteccu
Background: The impact of biologics on the risk of postoperative complications (PC) in inflammatory bowel disease (IBD) is still an ongoing debate. This lack of evidence is more relevant for ustekinumab and vedolizumab. Aims: To evaluate the impact of biologics on the risk of PC. Methods: A retrospective study was performed in 37 centres. Patients treated with biologics within 12 weeks before surgery were considered “exposed”. The impact of the exposure on the risk of 30-day PC and the risk of infections was assessed by logistic regression and propensity score-matched analysis. Results: A total of 1535 surgeries were performed on 1370 patients. Of them, 711 surgeries were conducted in the exposed cohort (584 anti-TNF, 58 vedolizumab and 69 ustekinumab). In the multivariate analysis, male gender (OR: 1.5; 95% CI: 1.2–2.0), urgent surgery (OR: 1.6; 95% CI: 1.2–2.2), laparotomy approach (OR: 1.5; 95% CI: 1.1–1.9) and severe anaemia (OR: 1.8; 95% CI: 1.3–2.6) had higher risk of PC, while academic hospitals had significantly lower risk. Exposure to biologics (either anti-TNF, vedolizumab or ustekinumab) did not increase the risk of PC (OR: 1.2; 95% CI: 0.97–1.58), although it could be a risk factor for postoperative infections (OR 1.5; 95% CI: 1.03–2.27). Conclusions: Preoperative administration of biologics does not seem to be a risk factor for overall PC, although it may be so for postoperative infections.
- 26 September 2021
- Published by MDPI AG in Journal of Clinical Medicine
- Vol. 10 (19) , 4402
Open AccessImpact of Biological Agents on Postsurgical Complications in Inflammatory Bowel Disease: A Multicentre Study of Geteccu
Background: The impact of biologics on the risk of postoperative complications (PC) in inflammatory bowel disease (IBD) is still an ongoing debate. This lack of evidence is more relevant for ustekinumab and vedolizumab. Aims: To evaluate the impact of biologics on the risk of PC. Methods: A retrospective study was performed in 37 centres. Patients treated with biologics within 12 weeks before surgery were considered “exposed”. The impact of the exposure on the risk of 30-day PC and the risk of infections was assessed by logistic regression and propensity score-matched analysis. Results: A total of 1535 surgeries were performed on 1370 patients. Of them, 711 surgeries were conducted in the exposed cohort (584 anti-TNF, 58 vedolizumab and 69 ustekinumab). In the multivariate analysis, male gender (OR: 1.5; 95% CI: 1.2–2.0), urgent surgery (OR: 1.6; 95% CI: 1.2–2.2), laparotomy approach (OR: 1.5; 95% CI: 1.1–1.9) and severe anaemia (OR: 1.8; 95% CI: 1.3–2.6) had higher risk of PC, while academic hospitals had significantly lower risk. Exposure to biologics (either anti-TNF, vedolizumab or ustekinumab) did not increase the risk of PC (OR: 1.2; 95% CI: 0.97–1.58), although it could be a risk factor for postoperative infections (OR 1.5; 95% CI: 1.03–2.27). Conclusions: Preoperative administration of biologics does not seem to be a risk factor for overall PC, although it may be so for postoperative infections.
- Open Access
- 11 May 2021
- Published by JMIR Publications Inc. in JMIR Preprints
Evaluation of Natural Language Processing for the Identification of Crohn Disease–Related Variables in Spanish Electronic Health Records: A Validation Study for the PREMONITION-CD Project (Preprint)
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.
- 11 May 2021
- Published by JMIR Publications Inc. in JMIR Preprints
Open AccessEvaluation of Natural Language Processing for the Identification of Crohn Disease–Related Variables in Spanish Electronic Health Records: A Validation Study for the PREMONITION-CD Project (Preprint)
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.
- 1 June 2014
- Vol. 106 (6) , 411-2
Esophageal intramural pseudodiverticulosis: A rare cause of dysphagia.
- 1 June 2014
- Vol. 106 (6) , 411-2
Esophageal intramural pseudodiverticulosis: A rare cause of dysphagia.
- 1 May 2012
- Published by Elsevier in Revista Española de Geriatría y Gerontología
- Vol. 47 (3) , 110-113
La hemorragia digestiva alta en el paciente anciano mayor de 80 años
- 1 May 2012
- Published by Elsevier in Revista Española de Geriatría y Gerontología
- Vol. 47 (3) , 110-113
La hemorragia digestiva alta en el paciente anciano mayor de 80 años