Revista De Investigacion Clinica-Clinical and Translational Investigation最新文献

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Significant Rise in SARS-CoV-2 Reinfection Rate in Vaccinated Hospital Workers during the Omicron Wave: A Prospective Cohort Study. 欧米克隆波期间接种疫苗的医护人员SARS-CoV-2再感染率显著上升:一项前瞻性队列研究
IF 1.4 4区 医学
Revista De Investigacion Clinica-Clinical and Translational Investigation Pub Date : 2022-01-01 DOI: 10.24875/RIC.22000159
Eric Ochoa-Hein, Patricia E Leal-Morán, Karen A Nava-Guzmán, Abril T Vargas-Fernández, José F Vargas-Fernández, Fabricio Díaz-Rodríguez, Joel Armando Rayas-Bernal, Ricardo González-González, Pavel Vázquez-González, Martha A Huertas-Jiménez, Sandra Rajme-López, Pilar Ramos-Cervantes, Violeta Ibarra-González, Luis A García-Andrade, Fernando Ledesma-Barrientos, Alfredo Ponce-de-León, José Sifuentes-Osornio, Arturo Galindo-Fraga
{"title":"Significant Rise in SARS-CoV-2 Reinfection Rate in Vaccinated Hospital Workers during the Omicron Wave: A Prospective Cohort Study.","authors":"Eric Ochoa-Hein,&nbsp;Patricia E Leal-Morán,&nbsp;Karen A Nava-Guzmán,&nbsp;Abril T Vargas-Fernández,&nbsp;José F Vargas-Fernández,&nbsp;Fabricio Díaz-Rodríguez,&nbsp;Joel Armando Rayas-Bernal,&nbsp;Ricardo González-González,&nbsp;Pavel Vázquez-González,&nbsp;Martha A Huertas-Jiménez,&nbsp;Sandra Rajme-López,&nbsp;Pilar Ramos-Cervantes,&nbsp;Violeta Ibarra-González,&nbsp;Luis A García-Andrade,&nbsp;Fernando Ledesma-Barrientos,&nbsp;Alfredo Ponce-de-León,&nbsp;José Sifuentes-Osornio,&nbsp;Arturo Galindo-Fraga","doi":"10.24875/RIC.22000159","DOIUrl":"https://doi.org/10.24875/RIC.22000159","url":null,"abstract":"<p><strong>Background: </strong>Relatively low SARS-CoV-2 reinfection rates have been reported in vaccinated individuals, but updates considering the Omicron variant are lacking.</p><p><strong>Objectives: </strong>The objective of the study was to provide a current estimate of the SARS-CoV-2 reinfection rate in a highly immunized population.</p><p><strong>Methods: </strong>A prospective cohort of Mexican hospital workers was followed (March 2020-February 2022). Reinfection was defined as the occurrence of two or more episodes of COVID-19 separated by a period of ≥ 90 days without symptoms. The reinfection rate was calculated as the number of reinfection episodes per 100,000 persons per day.</p><p><strong>Results: </strong>A total of 3732 medical consultations were provided to 2700 workers, of whom 1388 (51.4%) were confirmed COVID-19 cases. A total of 73 reinfection cases were identified, of whom 71 (97.3%) had completed their primary vaccination series and 22 (30.1%) had had a booster dose before the second episode. The overall reinfection rate was 23.1 per 100,000 persons per day (as compared to a rate of 1.9 per 100,000 persons per day before the Omicron wave).</p><p><strong>Conclusions: </strong>The SARS-CoV-2 reinfection rate rose significantly during the Omicron wave despite a high primary vaccination coverage rate. Almost one-third of reinfected workers had a vaccine booster ≥ 14 days before the last COVID-19 episode.</p>","PeriodicalId":49612,"journal":{"name":"Revista De Investigacion Clinica-Clinical and Translational Investigation","volume":" ","pages":"175-180"},"PeriodicalIF":1.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"33458091","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Update on Novel Blood-Based Biomarkers for Lupus Nephritis Beyond Diagnostic Approaches. 超越诊断方法的红斑狼疮肾炎新血液生物标志物研究进展
IF 1.4 4区 医学
Revista De Investigacion Clinica-Clinical and Translational Investigation Pub Date : 2022-01-01 DOI: 10.24875/RIC.22000209
José L Maravillas-Montero, Raúl F Reyes-Huerta
{"title":"Update on Novel Blood-Based Biomarkers for Lupus Nephritis Beyond Diagnostic Approaches.","authors":"José L Maravillas-Montero,&nbsp;Raúl F Reyes-Huerta","doi":"10.24875/RIC.22000209","DOIUrl":"https://doi.org/10.24875/RIC.22000209","url":null,"abstract":"<p><strong>Abstract: </strong>Systemic lupus erythematosus (SLE) is a chronic inflammatory autoimmune disease with a wide range of clinical presentations. Lupus nephritis (LN) is a frequent complication of SLE, representing a significant cause of morbidity and mortality in these patients. In addition, LN diagnosis remains suboptimal in most clinical contexts. The current gold standard for LN clinical diagnosis is a renal biopsy. Still, the invasiveness of this technique is an obstacle to the early detection of renal involvement and further monitoring of treatment results. Consequently, there are different areas for improvement in the field of LN, such as the search for novel non-invasive clinical biomarkers with an adequate correlation between clinical manifestations and actual histological damage. Although urine component-related studies are promising, the more robust blood/serum biomarkers may still be helpful in developing point-of-care systems that can be adapted to most clinical scenarios. Therefore, this brief review aims to highlight and summarize some of the most recently reported non-classical serum/blood potential LN biomarkers. (Rev Invest Clin. 2022;74(5):227-31).</p>","PeriodicalId":49612,"journal":{"name":"Revista De Investigacion Clinica-Clinical and Translational Investigation","volume":"74 5","pages":"227-231"},"PeriodicalIF":1.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"40464578","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Importance of Confirmatory Tests for Sars-Cov-2 Infection in Hemodialysis Patients: A Multicenter Mexican Registry. 对血液透析患者Sars-Cov-2感染的确认性检测的重要性:墨西哥多中心登记
IF 1.4 4区 医学
Revista De Investigacion Clinica-Clinical and Translational Investigation Pub Date : 2022-01-01 DOI: 10.24875/RIC.23000002
Olynka Vega-Vega, Noemí Del Toro-Cisneros, Víctor M Sacoto-Romo, Juan M Ardavín-Ituarte, Alicia Piñeirúa-Menéndez, José C Peña-Rodríguez, Jesús M Ramos-Gordillo, Giovanna Y Arteaga-Müller, Héctor J Mayorga-Madrigal, Ricardo Mendiola-Fernández, Néstor H Cruz Mendoza, Mauricio Arvizu-Hernández, Ricardo Correa-Rotter
{"title":"Importance of Confirmatory Tests for Sars-Cov-2 Infection in Hemodialysis Patients: A Multicenter Mexican Registry.","authors":"Olynka Vega-Vega,&nbsp;Noemí Del Toro-Cisneros,&nbsp;Víctor M Sacoto-Romo,&nbsp;Juan M Ardavín-Ituarte,&nbsp;Alicia Piñeirúa-Menéndez,&nbsp;José C Peña-Rodríguez,&nbsp;Jesús M Ramos-Gordillo,&nbsp;Giovanna Y Arteaga-Müller,&nbsp;Héctor J Mayorga-Madrigal,&nbsp;Ricardo Mendiola-Fernández,&nbsp;Néstor H Cruz Mendoza,&nbsp;Mauricio Arvizu-Hernández,&nbsp;Ricardo Correa-Rotter","doi":"10.24875/RIC.23000002","DOIUrl":"https://doi.org/10.24875/RIC.23000002","url":null,"abstract":"<p><strong>Background: </strong>Since the beginning of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic, patients with chronic kidney disease vulnerable to suffering more severe COVID-19 disease and worse outcomes have been identified.</p><p><strong>Objectives: </strong>Our study's aim was to determine the incidence, characteristics, and outcomes of SARS-CoV-2 infection in patients of hemodialysis (HD) units in Mexico and to describe the availability of confirmatory testing.</p><p><strong>Methods: </strong>This study was multicentric study of 19 HD units, conducted between March 2020 and March 2021.</p><p><strong>Results: </strong>From a total of 5779 patients, 955 (16.5%) cases of suspicious COVID-19 were detected; a SARS-CoV-2 reverse transcription polymerase chain reaction test was done in only 50.6% of patients. Forty-five percentages were hospitalized and 6% required invasive mechanical ventilation (IMV). There was no significant difference in mortality between confirmed (131/483) and suspicious (124/472) cases (p = 0.74). The percentage of patients in need of hospitalization, IMV, and deceased was greater than in the rest of the study population.</p><p><strong>Conclusions: </strong>The study revealed that 49.4% of the cases were not confirmed, a worrisome observation given that this is a highly vulnerable population (higher probability of contagion and worse outcomes), in which 100% of patients should have a confirmatory test.</p>","PeriodicalId":49612,"journal":{"name":"Revista De Investigacion Clinica-Clinical and Translational Investigation","volume":"75 2","pages":"47-52"},"PeriodicalIF":1.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9490067","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Circulating miRNA-1-3p as Biomarker of Accelerated Sarcopenia in Patients Diagnosed with Chronic Heart Failure. 循环miRNA-1-3p作为慢性心力衰竭患者加速肌肉减少的生物标志物
IF 1.4 4区 医学
Revista De Investigacion Clinica-Clinical and Translational Investigation Pub Date : 2022-01-01 DOI: 10.24875/RIC.22000151
Rui Xu, Shuai Cui, Ling Chen, Xin-Chun Chen, Ling-Ling Ma, Hong-Ni Yang, Fang-Mei Wen
{"title":"Circulating miRNA-1-3p as Biomarker of Accelerated Sarcopenia in Patients Diagnosed with Chronic Heart Failure.","authors":"Rui Xu,&nbsp;Shuai Cui,&nbsp;Ling Chen,&nbsp;Xin-Chun Chen,&nbsp;Ling-Ling Ma,&nbsp;Hong-Ni Yang,&nbsp;Fang-Mei Wen","doi":"10.24875/RIC.22000151","DOIUrl":"https://doi.org/10.24875/RIC.22000151","url":null,"abstract":"<p><strong>Background: </strong>While sarcopenia is an important clinical finding in individuals diagnosed with chronic heart failure (CHF), efforts to identify a reliable biomarker capable of predicting the overall muscular and functional decline in CHF patients have been unsuccessful to date.</p><p><strong>Objectives: </strong>The objectives of this study were to study the diagnostic utility of MicroRNA (miRNA)-1-3p as a predictor of sarcopenia status in individuals diagnosed with CHF.</p><p><strong>Methods: </strong>In total, 80 individuals with heart failure exhibiting a left ventricular ejection fraction < 50% were enrolled in this study. All patients were analyzed to assess miR-1-3p expression levels, with body composition being evaluated through dual-energy X-ray absorptiometry and sarcopenia being defined based on the sum of appendicular lean muscle mass (ALM) divided by height in meters squared and handgrip strength (HGS). In addition, the activation of the Akt/mTOR signaling pathway was evaluated in these individuals.</p><p><strong>Results: </strong>In total, 40 of the enrolled patients (50%) exhibited sarcopenia. Sarcopenic patients presented with increased miR-1-3p expression levels as compared to non-sarcopenic individuals (1.69 ± 0.132 vs. 1.22 ± 0.106; p < 0.05). With respect to sarcopenic indices, appendicular skeletal mass index was most strongly correlated with miR-1-3p expression, which was also strongly correlated with HGS. High levels of Akt/mTOR signaling pathway components were expressed in sarcopenic individuals, highlighting a significant relationship between miR-1-3p activity and signaling through this pathway. Moreover, miR-1-3p was identified as a specific marker for sarcopenia in individuals with CHF.</p><p><strong>Conclusions: </strong>These results suggest that circulating miR-1-3p levels are related to Akt/mTOR pathway activation and can offer valuable insight into the overall physical capacity and muscular integrity of CHF patients as a predictor of sarcopenia. (Rev Invest Clin. 2022;74(5):276-83).</p>","PeriodicalId":49612,"journal":{"name":"Revista De Investigacion Clinica-Clinical and Translational Investigation","volume":"74 5","pages":"276-268"},"PeriodicalIF":1.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"40664442","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predictors of Poor Outcomes in Young Non-Comorbid Patients with COVID-19. 年轻无合并症COVID-19患者预后不良的预测因素
IF 1.4 4区 医学
Revista De Investigacion Clinica-Clinical and Translational Investigation Pub Date : 2022-01-01 DOI: 10.24875/RIC.22000162
Bernardo A Martínez-Guerra, Carla Medrano-Borromeo, María F González-Lara, Carla M Román-Montes, Karla M Tamez-Torres, Sandra Rajme-López, Karla D Salgado-Guízar, Noe A Juárez-Menéndez, Pilar Ramos-Cervantes, Guillermo M Ruiz-Palacios, Alfredo Ponce-de-León, José Sifuentes-Osornio
{"title":"Predictors of Poor Outcomes in Young Non-Comorbid Patients with COVID-19.","authors":"Bernardo A Martínez-Guerra,&nbsp;Carla Medrano-Borromeo,&nbsp;María F González-Lara,&nbsp;Carla M Román-Montes,&nbsp;Karla M Tamez-Torres,&nbsp;Sandra Rajme-López,&nbsp;Karla D Salgado-Guízar,&nbsp;Noe A Juárez-Menéndez,&nbsp;Pilar Ramos-Cervantes,&nbsp;Guillermo M Ruiz-Palacios,&nbsp;Alfredo Ponce-de-León,&nbsp;José Sifuentes-Osornio","doi":"10.24875/RIC.22000162","DOIUrl":"https://doi.org/10.24875/RIC.22000162","url":null,"abstract":"<p><strong>Background: </strong>Prognostic factors in previously healthy young patients with COVID-19 remained understudied.</p><p><strong>Objectives: </strong>The objective of the study was to identify factors associated with in-hospital death or need for invasive mechanical ventilation (IMV) in young (aged ≤ 65 years) and previously healthy patients with COVID-19.</p><p><strong>Methods: </strong>We conducted a prospective cohort study that included patients admitted with COVID-19. The primary outcome was in-hospital death/need for IMV. Secondary outcomes included need for IMV during follow-up, days on IMV, length of stay (LOS), hospital-acquired pneumonia/ventilator-associated pneumonia (HAP/VAP), and pulmonary embolism (PE). Bivariate and multivariate analyses were performed.</p><p><strong>Results: </strong>Among 92 patients, primary outcome occurred in 16 (17%), death in 12 (13%), need for IMV in 16 (17%), HAP/VAP in 7 (8%), and PE in 2 (2%). Median LOS and IMV duration were 7 and 12 days, respectively. Independent associations were found between the primary outcome and male sex (Adjusted odds ratio [aOR] 7.1, 95%CI 1.1-46.0, p < 0.05), D-dimer levels > 1000ng/mL (aOR 9.0, 95%CI 1.6-49.1, p < 0.05), and RT-PCR Ct-value ≤ 24 on initial swab samples (aOR 14.3, 95%CI 2.0-101.5, p < 0.01).</p><p><strong>Conclusions: </strong>In young and non-comorbid COVID-19 patients, male sex, higher levels of D-dimer, and low SARS-CoV-2 RT-PCR Ct-value on an initial nasopharyngeal swab were independently associated with increased in-hospital mortality or need for IMV. (Rev Invest Clin. 2022;74(5):268-75).</p>","PeriodicalId":49612,"journal":{"name":"Revista De Investigacion Clinica-Clinical and Translational Investigation","volume":"74 5","pages":"268-275"},"PeriodicalIF":1.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"40663515","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Determinants of Clinical Behavior and Prognosis in Cushing's Disease: A Quest for Useful Biomarkers. 库欣病临床行为和预后的决定因素:寻找有用的生物标志物。
IF 1.4 4区 医学
Revista De Investigacion Clinica-Clinical and Translational Investigation Pub Date : 2022-01-01 DOI: 10.24875/RIC.22000184
Laura C Hernández-Ramírez
{"title":"Determinants of Clinical Behavior and Prognosis in Cushing's Disease: A Quest for Useful Biomarkers.","authors":"Laura C Hernández-Ramírez","doi":"10.24875/RIC.22000184","DOIUrl":"https://doi.org/10.24875/RIC.22000184","url":null,"abstract":"<p><strong>Abstract: </strong>Cushing's disease (CD) is the most common cause of endogenous hypercortisolemia. The clinical management of this condition is complex and entails multiple therapeutic strategies, treatment of chronic comorbidities, and lifelong surveillance for recurrences and complications. The identification of robust, practical, and reliable markers of disease behavior and prognosis could potentially allow for a tailored and cost-efficient management of each patient, as well as for a reduction of the medical procedure-associated stress. For this purpose, multiple clinical, biochemical, imaging, histopathological, molecular, and genetic features have been evaluated over the years. Only a handful of them, however, have been sufficiently validated for their application in the routine care of patients with CD. This review summarizes the current status of the established and potential biomarkers of CD, bases for their use, proposed and/or established utility, as well as advantages and barriers for their implementation in the clinic. (Rev Invest Clin. 2022;74(5):244-57).</p>","PeriodicalId":49612,"journal":{"name":"Revista De Investigacion Clinica-Clinical and Translational Investigation","volume":"74 5","pages":"244-257"},"PeriodicalIF":1.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"40664443","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Effectiveness of Whole-Exome Sequencing for the Identification of Causal Mutations in Patients with Suspected Inherited Ocular Diseases. 全外显子组测序在疑似遗传性眼病患者中鉴定因果突变的有效性
IF 1.4 4区 医学
Revista De Investigacion Clinica-Clinical and Translational Investigation Pub Date : 2022-01-01 DOI: 10.24875/RIC.22000107
Vianey Ordoñez-Labastida, Luis Montes-Almanza, Froylan García-Martínez, Juan C Zenteno
{"title":"Effectiveness of Whole-Exome Sequencing for the Identification of Causal Mutations in Patients with Suspected Inherited Ocular Diseases.","authors":"Vianey Ordoñez-Labastida,&nbsp;Luis Montes-Almanza,&nbsp;Froylan García-Martínez,&nbsp;Juan C Zenteno","doi":"10.24875/RIC.22000107","DOIUrl":"https://doi.org/10.24875/RIC.22000107","url":null,"abstract":"<p><strong>Background: </strong>Genetic eye disorders, affecting around one in 1000 people, encompass a diverse group of diseases causing severe visual deficiency. The recent adoption of next-generation sequencing techniques, including whole-exome sequencing (WES), in medicine has greatly enhanced diagnostic rates of genetically heterogeneous diseases.</p><p><strong>Objectives: </strong>The objectives of the study were to assess the diagnostic yield of WES in a cohort of Mexican individuals with suspected genetic eye disorders and to evaluate the improvement of diagnostic rates by reanalysis of WES data in patients without an initial molecular diagnosis.</p><p><strong>Methods: </strong>A total of 90 probands with ocular anomalies of suspected genetic origin were ascertained. Patients underwent WES in leukocytic DNA. Bioinformatics analysis and Sanger sequencing were used to confirm the disease-causing variants. Only variants identified as pathogenic or likely pathogenic were considered as causal.</p><p><strong>Results: </strong>Initial analysis revealed causal mutations in 46 cases (51%). Reanalysis of WES data 12 months after first analysis resulted in the identification of additional causal variants in 6 patients (7%), increasing the molecular diagnostic yield to 58%. The highest diagnostic rates by disease categories corresponded to hereditary retinal dystrophies (77%) and to anomalies of the anterior segment of the eye (47%).</p><p><strong>Conclusions: </strong>Our study demonstrates that WES is an effective approach for genetic diagnosis of genetic ocular diseases and that reanalysis of WES data can improve the diagnostic yield.</p>","PeriodicalId":49612,"journal":{"name":"Revista De Investigacion Clinica-Clinical and Translational Investigation","volume":" ","pages":"219-226"},"PeriodicalIF":1.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"33463184","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SARS-CoV-2 Reinfection Rate in Vaccinated Hospital Workers: Correspondence. 接种疫苗的医护人员SARS-CoV-2再感染率:函件
IF 1.4 4区 医学
Revista De Investigacion Clinica-Clinical and Translational Investigation Pub Date : 2022-01-01 DOI: 10.24875/RIC.22000231
Rujittika Mungmunpuntipantip, Viroj Wiwanitkit
{"title":"SARS-CoV-2 Reinfection Rate in Vaccinated Hospital Workers: Correspondence.","authors":"Rujittika Mungmunpuntipantip,&nbsp;Viroj Wiwanitkit","doi":"10.24875/RIC.22000231","DOIUrl":"https://doi.org/10.24875/RIC.22000231","url":null,"abstract":"","PeriodicalId":49612,"journal":{"name":"Revista De Investigacion Clinica-Clinical and Translational Investigation","volume":"74 6","pages":"340"},"PeriodicalIF":1.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10643111","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
COVID-19 Outcome Prediction by Integrating Clinical and Metabolic Data using Machine Learning Algorithms. 利用机器学习算法整合临床和代谢数据预测COVID-19结局。
IF 1.4 4区 医学
Revista De Investigacion Clinica-Clinical and Translational Investigation Pub Date : 2022-01-01 DOI: 10.24875/RIC.22000182
Karen E Villagrana-Bañuelos, Valeria Maeda-Gutiérrez, Vanessa Alcalá-Rmz, Juan J Oropeza-Valdez, Ana S Herrera-Van Oostdam, Julio E Castañeda-Delgado, Jesús Adrián López, Juan C Borrego Moreno, Carlos E Galván-Tejada, Jorge I Galván-Tejeda, Hamurabi Gamboa-Rosales, Huizilopoztli Luna-García, José M Celaya-Padilla, Yamilé López-Hernández
{"title":"COVID-19 Outcome Prediction by Integrating Clinical and Metabolic Data using Machine Learning Algorithms.","authors":"Karen E Villagrana-Bañuelos,&nbsp;Valeria Maeda-Gutiérrez,&nbsp;Vanessa Alcalá-Rmz,&nbsp;Juan J Oropeza-Valdez,&nbsp;Ana S Herrera-Van Oostdam,&nbsp;Julio E Castañeda-Delgado,&nbsp;Jesús Adrián López,&nbsp;Juan C Borrego Moreno,&nbsp;Carlos E Galván-Tejada,&nbsp;Jorge I Galván-Tejeda,&nbsp;Hamurabi Gamboa-Rosales,&nbsp;Huizilopoztli Luna-García,&nbsp;José M Celaya-Padilla,&nbsp;Yamilé López-Hernández","doi":"10.24875/RIC.22000182","DOIUrl":"https://doi.org/10.24875/RIC.22000182","url":null,"abstract":"<p><strong>Background: </strong>The coronavirus disease (COVID-19) is an infectious disease caused by the SARS-CoV-2 virus and is responsible for nearly 6 million deaths worldwide in the past 2 years. Machine learning (ML) models could help physicians in identifying high-risk individuals.</p><p><strong>Objectives: </strong>To study the use of ML models for COVID-19 prediction outcomes using clinical data and a combination of clinical and metabolic data, measured in a metabolomics facility from a public university.</p><p><strong>Methods: </strong>A total of 154 patients were included in the study. \"Basic profile\" was considered with clinical and demographic variables (33 variables), whereas in the \"extended profile,\" metabolomic and immunological variables were also considered (156 characteristics). A selection of features was carried out for each of the profiles with a genetic algorithm (GA) and random forest models were trained and tested to predict each of the stages of COVID-19.</p><p><strong>Results: </strong>The model based on extended profile was more useful in early stages of the disease. Models based on clinical data were preferred for predicting severe and critical illness and death. ML detected trimethylamine N-oxide, lipid mediators, and neutrophil/lymphocyte ratio as important variables.</p><p><strong>Conclusions: </strong>ML and GAs provided adequate models to predict COVID-19 outcomes in patients with different severity grades.</p>","PeriodicalId":49612,"journal":{"name":"Revista De Investigacion Clinica-Clinical and Translational Investigation","volume":"74 6","pages":"314-327"},"PeriodicalIF":1.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10429139","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Systemic Immune-Inflammation Index as a Predictor of Asymptomatic Organ Damage in Patients with Newly Diagnosed Treatment-Naive Hypertension. 全身性免疫炎症指数作为新诊断治疗期高血压患者无症状器官损害的预测因子
IF 1.4 4区 医学
Revista De Investigacion Clinica-Clinical and Translational Investigation Pub Date : 2022-01-01 DOI: 10.24875/RIC.22000167
Ibrahim H Inanc, Cengiz Sabanoglu
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