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Predictive factors of clinical outcomes in patients with COVID-19 treated with tocilizumab: A monocentric retrospective analysis. PLoS One 2022; 17:e0262908. [PMID: 35081151 PMCID: PMC8791493 DOI: 10.1371/journal.pone.0262908] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2021] [Accepted: 01/07/2022] [Indexed: 12/27/2022] Open
Abstract
OBJECTIVE The aim of this retrospective observational study is to analyse clinical, serological and radiological predictors of outcome in patients with COVID-19 pneumonia treated with tocilizumab, providing clinical guidance to its use in real-life. METHOD This is a retrospective, monocentric observational cohort study. All consecutive patients hospitalized between February the 11th and April 14th 2020 for severe COVID-19 pneumonia at Reggio Emilia AUSL and treated with tocilizumab were enrolled. The patient's clinical status was recorded every day using the WHO ordinal scale for clinical improvement. Response to treatment was defined as an improvement of one point (from the status at the beginning of tocilizumab treatment) during the follow-up on this scale. Bivariate association of main patients' characteristics with outcomes was explored by descriptive statistics and Fisher or Kruskal Wallis tests (respectively for qualitative or quantitative variables). Each clinically significant predictor was checked by a loglikelihood ratio test (in univariate logistic models for each of the considered outcomes) against the null model. RESULTS A total of 173 patients were included. Only hypertension, the use of angiotensin-converting enzyme inhibitors, PaO2/FiO2, respiratory rate and C-reactive protein were selected for the multivariate analysis. In the multivariable model, none of them was significantly associated with response. CONCLUSIONS Evaluating a large number of clinical variables, our study did not find new predictors of outcome in COVID19 patients treated with tocilizumab. Further studies are needed to investigate the use of tocilizumab in COVID-19 and to better identify clinical phenotypes which could benefit from this treatment.
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Yin J, Li C, Ye C, Ruan Z, Liang Y, Li Y, Wu J, Luo Z. Advances in the development of therapeutic strategies against COVID-19 and perspectives in the drug design for emerging SARS-CoV-2 variants. Comput Struct Biotechnol J 2022; 20:824-837. [PMID: 35126885 PMCID: PMC8802458 DOI: 10.1016/j.csbj.2022.01.026] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 01/18/2022] [Accepted: 01/27/2022] [Indexed: 12/15/2022] Open
Abstract
Since Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) was identified in late 2019, the coronavirus disease 2019 (COVID-19) pandemic has challenged public health around the world. Currently, there is an urgent need to explore antiviral therapeutic targets and effective clinical drugs. In this study, we systematically summarized two main therapeutic strategies against COVID-19, namely drugs targeting the SARS-CoV-2 life cycle and SARS-CoV-2-induced inflammation in host cells. The development of above two strategies is implemented by repurposing drugs and exploring potential targets. A comprehensive summary of promising drugs, especially cytokine inhibitors, and traditional Chinese medicine (TCM), provides recommendations for clinicians as evidence-based medicine in the actual clinical COVID-19 treatment. Considering the emerging SARS-CoV-2 variants greatly impact the effectiveness of drugs and vaccines, we reviewed the appearance and details of SARS-CoV-2 variants for further perspectives in drug design, which brings updating clues to develop therapeutical agents against the variants. Based on this, the development of broadly antiviral drugs, combined with immunomodulatory, or holistic therapy in the host, is prior to being considered for therapeutic interventions on mutant strains of SARS-CoV-2. Therefore, it is highly acclaimed the requirements of the concerted efforts from multi-disciplinary basic studies and clinical trials, which improves the accurate treatment of COVID-19 and optimizes the contingency measures to emerging SARS-CoV-2 variants.
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Key Words
- ACE2, Angiotensin-converting enzyme 2
- ARDS, acute respiratory distress syndrome
- CEP, Cepharanthine
- COVID-19 pandemic
- COVID-19, coronavirus disease 2019
- CRS, cytokine release syndrome
- CTD, C-terminal domain
- Drug target
- EMA, European Medicines Agency
- ERGIC, endoplasmic reticulum-Golgi intermediate compartment
- FDA, U.S. Food and Drug Administration
- JAK, Janus kinase
- MODS, multiple organ dysfunction syndrome
- NMPA, National Medical Products Administration
- NTD, N-terminal domain
- Nbs, nanobodies
- RBD, receptor-binding domain
- RdRp, RNA dependent RNA polymerase
- SARS-CoV-2
- SARS-CoV-2 variants
- SARS-CoV-2, Severe Acute Respiratory Syndrome Coronavirus 2
- STAT, Signal Transducer and Activator of Transcription
- TCM, traditional Chinese medicine
- TCZ, Tocilizumab
- Therapeutic strategies
- VOC, variants of concern
- VOI, variants of interest
- VUM, variants under monitoring
- mAb, monoclonal antibody
- α1AT, alpha-1 antitrypsin
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Affiliation(s)
- Jialing Yin
- Guangdong Provincial Key Laboratory of Virology, Institute of Medical Microbiology, Jinan University, Guangzhou 510632, PR China
| | - Chengcheng Li
- Guangdong Provincial Key Laboratory of Virology, Institute of Medical Microbiology, Jinan University, Guangzhou 510632, PR China
| | - Chunhong Ye
- Guangdong Provincial Key Laboratory of Virology, Institute of Medical Microbiology, Jinan University, Guangzhou 510632, PR China
| | - Zhihui Ruan
- Guangdong Provincial Key Laboratory of Virology, Institute of Medical Microbiology, Jinan University, Guangzhou 510632, PR China
- Foshan Institute of Medical Microbiology, Foshan 528315, PR China
| | - Yicong Liang
- Guangdong Provincial Key Laboratory of Virology, Institute of Medical Microbiology, Jinan University, Guangzhou 510632, PR China
| | - Yongkui Li
- Guangdong Provincial Key Laboratory of Virology, Institute of Medical Microbiology, Jinan University, Guangzhou 510632, PR China
| | - Jianguo Wu
- Guangdong Provincial Key Laboratory of Virology, Institute of Medical Microbiology, Jinan University, Guangzhou 510632, PR China
- Foshan Institute of Medical Microbiology, Foshan 528315, PR China
| | - Zhen Luo
- Guangdong Provincial Key Laboratory of Virology, Institute of Medical Microbiology, Jinan University, Guangzhou 510632, PR China
- Foshan Institute of Medical Microbiology, Foshan 528315, PR China
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