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Authors = Fernando Gordillo-González

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14 pages, 619 KiB  
Article
Risk Factors for COVID-19 in Inflammatory Bowel Disease: A National, ENEIDA-Based Case–Control Study (COVID-19-EII)
by Yamile Zabana, Ignacio Marín-Jiménez, Iago Rodríguez-Lago, Isabel Vera, María Dolores Martín-Arranz, Iván Guerra, Javier P. Gisbert, Francisco Mesonero, Olga Benítez, Carlos Taxonera, Ángel Ponferrada-Díaz, Marta Piqueras, Alfredo J. Lucendo, Berta Caballol, Míriam Mañosa, Pilar Martínez-Montiel, Maia Bosca-Watts, Jordi Gordillo, Luis Bujanda, Noemí Manceñido, Teresa Martínez-Pérez, Alicia López, Cristina Rodríguez-Gutiérrez, Santiago García-López, Pablo Vega, Montserrat Rivero, Luigi Melcarne, María Calvo, Marisa Iborra, Manuel Barreiro de Acosta, Beatriz Sicilia, Jesús Barrio, José Lázaro Pérez Calle, David Busquets, Isabel Pérez-Martínez, Mercè Navarro-Llavat, Vicent Hernández, Federico Argüelles-Arias, Fernando Ramírez Esteso, Susana Meijide, Laura Ramos, Fernando Gomollón, Fernando Muñoz, Gerard Suris, Jone Ortiz de Zarate, José María Huguet, Jordina Llaó, Mariana Fe García-Sepulcre, Mónica Sierra, Miguel Durà, Sandra Estrecha, Ana Fuentes Coronel, Esther Hinojosa, Lorenzo Olivan, Eva Iglesias, Ana Gutiérrez, Pilar Varela, Núria Rull, Pau Gilabert, Alejandro Hernández-Camba, Alicia Brotons, Daniel Ginard, Eva Sesé, Daniel Carpio, Montserrat Aceituno, José Luis Cabriada, Yago González-Lama, Laura Jiménez, María Chaparro, Antonio López-San Román, Cristina Alba, Rocío Plaza-Santos, Raquel Mena, Sonsoles Tamarit-Sebastián, Elena Ricart, Margalida Calafat, Sonsoles Olivares, Pablo Navarro, Federico Bertoletti, Horacio Alonso-Galán, Ramón Pajares, Pablo Olcina, Pamela Manzano, Eugeni Domènech, Maria Esteve and on behalf of the ENEIDA Registry of GETECCUadd Show full author list remove Hide full author list
J. Clin. Med. 2022, 11(24), 7540; https://doi.org/10.3390/jcm11247540 - 19 Dec 2022
Cited by 3 | Viewed by 3486
Abstract
(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 [...] Read more.
(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. Full article
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34 pages, 7541 KiB  
Article
Comparison of Metagenomics and Metatranscriptomics Tools: A Guide to Making the Right Choice
by Laura C. Terrón-Camero, Fernando Gordillo-González, Eduardo Salas-Espejo and Eduardo Andrés-León
Genes 2022, 13(12), 2280; https://doi.org/10.3390/genes13122280 - 3 Dec 2022
Cited by 28 | Viewed by 14856
Abstract
The study of microorganisms is a field of great interest due to their environmental (e.g., soil contamination) and biomedical (e.g., parasitic diseases, autism) importance. The advent of revolutionary next-generation sequencing techniques, and their application to the hypervariable regions of the 16S, 18S or [...] Read more.
The study of microorganisms is a field of great interest due to their environmental (e.g., soil contamination) and biomedical (e.g., parasitic diseases, autism) importance. The advent of revolutionary next-generation sequencing techniques, and their application to the hypervariable regions of the 16S, 18S or 23S ribosomal subunits, have allowed the research of a large variety of organisms more in-depth, including bacteria, archaea, eukaryotes and fungi. Additionally, together with the development of analysis software, the creation of specific databases (e.g., SILVA or RDP) has boosted the enormous growth of these studies. As the cost of sequencing per sample has continuously decreased, new protocols have also emerged, such as shotgun sequencing, which allows the profiling of all taxonomic domains in a sample. The sequencing of hypervariable regions and shotgun sequencing are technologies that enable the taxonomic classification of microorganisms from the DNA present in microbial communities. However, they are not capable of measuring what is actively expressed. Conversely, we advocate that metatranscriptomics is a “new” technology that makes the identification of the mRNAs of a microbial community possible, quantifying gene expression levels and active biological pathways. Furthermore, it can be also used to characterise symbiotic interactions between the host and its microbiome. In this manuscript, we examine the three technologies above, and discuss the implementation of different software and databases, which greatly impact the obtaining of reliable results. Finally, we have developed two easy-to-use pipelines leveraging Nextflow technology. These aim to provide everything required for an average user to perform a metagenomic analysis of marker genes with QIMME2 and a metatranscriptomic study using Kraken2/Bracken. Full article
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17 pages, 1506 KiB  
Article
Using Interpretable Machine Learning to Identify Baseline Predictive Factors of Remission and Drug Durability in Crohn’s Disease Patients on Ustekinumab
by María Chaparro, Iria Baston-Rey, Estela Fernández Salgado, Javier González García, Laura Ramos, María Teresa Diz-Lois Palomares, Federico Argüelles-Arias, Eva Iglesias Flores, Mercedes Cabello, Saioa Rubio Iturria, Andrea Núñez Ortiz, Mara Charro, Daniel Ginard, Carmen Dueñas Sadornil, Olga Merino Ochoa, David Busquets, Eduardo Iyo, Ana Gutiérrez Casbas, Patricia Ramírez de la Piscina, Marta Maia Boscá-Watts, Maite Arroyo, María José García, Esther Hinojosa, Jordi Gordillo, Pilar Martínez Montiel, Benito Velayos Jiménez, Cristina Quílez Ivorra, Juan María Vázquez Morón, José María Huguet, Yago González-Lama, Ana Isabel Muñagorri Santos, Víctor Manuel Amo, María Dolores Martín Arranz, Fernando Bermejo, Jesús Martínez Cadilla, Cristina Rubín de Célix, Paola Fradejas Salazar, Antonio López San Román, Nuria Jiménez, Santiago García-López, Anna Figuerola, Itxaso Jiménez, Francisco José Martínez Cerezo, Carlos Taxonera, Pilar Varela, Ruth de Francisco, David Monfort, Gema Molina Arriero, Alejandro Hernández-Camba, Francisco Javier García Alonso, Manuel Van Domselaar, Ramón Pajares-Villarroya, Alejandro Núñez, Francisco Rodríguez Moranta, Ignacio Marín-Jiménez, Virginia Robles Alonso, María del Mar Martín Rodríguez, Patricia Camo-Monterde, Iván García Tercero, Mercedes Navarro-Llavat, Lara Arias García, Daniel Hervías Cruz, Sebastian Kloss, Alun Passey, Cynthia Novella, Eugenia Vispo, Manuel Barreiro-de Acosta and Javier P. Gisbertadd Show full author list remove Hide full author list
J. Clin. Med. 2022, 11(15), 4518; https://doi.org/10.3390/jcm11154518 - 3 Aug 2022
Cited by 5 | Viewed by 3421
Abstract
Ustekinumab has shown efficacy in Crohn’s Disease (CD) patients. To identify patient profiles of those who benefit the most from this treatment would help to position this drug in the therapeutic paradigm of CD and generate hypotheses for future trials. The objective of [...] Read more.
Ustekinumab has shown efficacy in Crohn’s Disease (CD) patients. To identify patient profiles of those who benefit the most from this treatment would help to position this drug in the therapeutic paradigm of CD and generate hypotheses for future trials. The objective of this analysis was to determine whether baseline patient characteristics are predictive of remission and the drug durability of ustekinumab, and whether its positioning with respect to prior use of biologics has a significant effect after correcting for disease severity and phenotype at baseline using interpretable machine learning. Patients’ data from SUSTAIN, a retrospective multicenter single-arm cohort study, were used. Disease phenotype, baseline laboratory data, and prior treatment characteristics were documented. Clinical remission was defined as the Harvey Bradshaw Index ≤ 4 and was tracked longitudinally. Drug durability was defined as the time until a patient discontinued treatment. A total of 439 participants from 60 centers were included and a total of 20 baseline covariates considered. Less exposure to previous biologics had a positive effect on remission, even after controlling for baseline disease severity using a non-linear, additive, multivariable model. Additionally, age, body mass index, and fecal calprotectin at baseline were found to be statistically significant as independent negative risk factors for both remission and drug survival, with further risk factors identified for remission. Full article
(This article belongs to the Section Gastroenterology & Hepatopancreatobiliary Medicine)
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20 pages, 1063 KiB  
Article
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
by Yamile Zabana, Ignacio Marín-Jiménez, Iago Rodríguez-Lago, Isabel Vera, María Dolores Martín-Arranz, Iván Guerra, Javier P. Gisbert, Francisco Mesonero, Olga Benítez, Carlos Taxonera, Ángel Ponferrada-Díaz, Marta Piqueras, Alfredo J. Lucendo, Berta Caballol, Míriam Mañosa, Pilar Martínez-Montiel, Maia Bosca-Watts, Jordi Gordillo, Luis Bujanda, Noemí Manceñido, Teresa Martínez-Pérez, Alicia López, Cristina Rodríguez-Gutiérrez, Santiago García-López, Pablo Vega, Montserrat Rivero, Luigi Melcarne, Maria Calvo, Marisa Iborra, Manuel Barreiro de-Acosta, Beatriz Sicilia, Jesús Barrio, José Lázaro Pérez, David Busquets, Isabel Pérez-Martínez, Mercè Navarro-Llavat, Vicent Hernández, Federico Argüelles-Arias, Fernando Ramírez Esteso, Susana Meijide, Laura Ramos, Fernando Gomollón, Fernando Muñoz, Gerard Suris, Jone Ortiz de Zarate, José María Huguet, Jordina Llaó, Mariana Fe García-Sepulcre, Mónica Sierra, Miguel Durà, Sandra Estrecha, Ana Fuentes Coronel, Esther Hinojosa, Lorenzo Olivan, Eva Iglesias, Ana Gutiérrez, Pilar Varela, Núria Rull, Pau Gilabert, Alejandro Hernández-Camba, Alicia Brotons, Daniel Ginard, Eva Sesé, Daniel Carpio, Montserrat Aceituno, José Luis Cabriada, Yago González-Lama, Laura Jiménez, María Chaparro, Antonio López-San Román, Cristina Alba, Rocío Plaza-Santos, Raquel Mena, Sonsoles Tamarit-Sebastián, Elena Ricart, Margalida Calafat, Sonsoles Olivares, Pablo Navarro, Federico Bertoletti, Horacio Alonso-Galán, Ramón Pajares, Pablo Olcina, Pamela Manzano, Eugeni Domènech, Maria Esteve and on behalf of the ENEIDA registry of GETECCUadd Show full author list remove Hide full author list
J. Clin. Med. 2022, 11(2), 421; https://doi.org/10.3390/jcm11020421 - 14 Jan 2022
Cited by 11 | Viewed by 4592
Abstract
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 [...] Read more.
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. Full article
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27 pages, 11027 KiB  
Review
Lamiaceae in Mexican Species, a Great but Scarcely Explored Source of Secondary Metabolites with Potential Pharmacological Effects in Pain Relief
by Alberto Hernandez-Leon, Gabriel Fernando Moreno-Pérez, Martha Martínez-Gordillo, Eva Aguirre-Hernández, María Guadalupe Valle-Dorado, María Irene Díaz-Reval, María Eva González-Trujano and Francisco Pellicer
Molecules 2021, 26(24), 7632; https://doi.org/10.3390/molecules26247632 - 16 Dec 2021
Cited by 13 | Viewed by 5823
Abstract
The search for molecules that contribute to the relief of pain is a field of research in constant development. Lamiaceae is one of the most recognized families world-wide for its use in traditional medicine to treat diseases that include pain and inflammation. Mexico [...] Read more.
The search for molecules that contribute to the relief of pain is a field of research in constant development. Lamiaceae is one of the most recognized families world-wide for its use in traditional medicine to treat diseases that include pain and inflammation. Mexico can be considered one of the most important centers of diversification, and due to the high endemism of this family, it is crucial for the in situ conservation of this family. Information about the most common genera and species found in this country and their uses in folk medicine are scarcely reported in the literature. After an extensive inspection in bibliographic databases, mainly Sciencedirect, Pubmed and Springer, almost 1200 articles describing aspects of Lamiaceae were found; however, 217 articles were selected because they recognize the Mexican genera and species with antinociceptive and/or anti-inflammatory potential to relieve pain, such as Salvia and Agastache. The bioactive constituents of these genera were mainly terpenes (volatile and non-volatile) and phenolic compounds such as flavonoids (glycosides and aglycone). The aim of this review is to analyze important aspects of Mexican genera of Lamiaceae, scarcely explored as a potential source of secondary metabolites responsible for the analgesic and anti-inflammatory properties of these species. In addition, we point out the possible mechanisms of action involved and the modulatory pathways investigated in different experimental models. As a result of this review, it is important to mention that scarce information has been reported regarding species of this family from Mexican genera. In fact, despite Calosphace being one of the largest subgenera of Salvia in the world, found mainly in Mexico, it has been barely investigated regarding its potential biological activities and recognized bioactive constituents. The scientific evidence regarding the different bioactive constituents found in species of Lamiaceae demonstrates that several species require further investigation in preclinical studies, and of course also in controlled clinical trials evaluating the efficacy and safety of these natural products to support their therapeutic potential in pain relief and/or inflammation, among other health conditions. Since Mexico is one of the most important centers of diversification, and due to the high endemism of species of this family, it is crucial their rescue, in situ conservation, and investigation of their health benefits. Full article
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