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1.
Comput Struct Biotechnol J ; 19: 1163-1175, 2021.
Article in English | MEDLINE | ID: covidwho-2277232

ABSTRACT

Critical patients and intensive care unit (ICU) patients are the main population of COVID-19 deaths. Therefore, establishing a reliable method is necessary for COVID-19 patients to distinguish patients who may have critical symptoms from other patients. In this retrospective study, we firstly evaluated the effects of 54 laboratory indicators on critical illness and death in 3044 COVID-19 patients from the Huoshenshan hospital in Wuhan, China. Secondly, we identify the eight most important prognostic indicators (neutrophil percentage, procalcitonin, neutrophil absolute value, C-reactive protein, albumin, interleukin-6, lymphocyte absolute value and myoglobin) by using the random forest algorithm, and find that dynamic changes of the eight prognostic indicators present significantly distinct within differently clinical severities. Thirdly, our study reveals that a model containing age and these eight prognostic indicators can accurately predict which patients may develop serious illness or death. Fourthly, our results demonstrate that different genders have different critical illness rates compared with different ages, in particular the mortality is more likely to be attributed to some key genes (e.g. ACE2, TMPRSS2 and FURIN) by combining the analysis of public lung single cells and bulk transcriptome data. Taken together, we urge that the prognostic model and first-hand clinical trial data generated in this study have important clinical practical significance for predicting and exploring the disease progression of COVID-19 patients.

2.
Infect Dis Ther ; 10(3): 1677-1698, 2021 Sep.
Article in English | MEDLINE | ID: covidwho-1303396

ABSTRACT

INTRODUCTION: As the pandemic progresses, the pathophysiology of COVID-19 is becoming more apparent, and the potential for tocilizumab is increasing. However, the clinical efficacy and safety of tocilizumab in the treatment of COVID-19 patients remain unclear. METHODS: To assess the efficacy and safety of tocilizumab treatment in COVID-19 patients, we performed a retrospective case-control study. The study was conducted, including 95 patients treated with tocilizumab plus standard treatment and matched controls with 95 patients treated with standard treatment therapy by propensity score from February to April 2020. We searched some databases using the search terms for studies published from January 1, 2020, to June 1, 2021. RESULTS: Our case-control study found a lower mortality rate in the tocilizumab treatment group than in the standard treatment group (9.47% versus 16.84%, P = 0.134), but the results were not statistically significant. We also found that the mortality rate in tocilizumab treatment groups was significantly lower than in the standard treatment group in the stratified ICU analysis (OR 0.52, 95% CI 0.44-0.61, P = 0.048 and OR 0.31, 95% CI 0.10-0.99, P = 0.044). We selected 49 studies (including 6568 cases and 11,660 controls) that met the inclusion criteria in the meta-analysis. In the overall analysis, we performed a meta-analysis that showed significantly decreased mortality after patients received tocilizumab (OR 0.81, 95% CI 0.69-0.95, P = 0.008). We also revealed significant associations within some subgroups. The sequential trial analysis showed a true-positive result. No significant associations were observed between tocilizumab and elevated secondary infection risk, discharge, adverse events, and mechanical ventilation in the overall analysis. CONCLUSION: Tocilizumab significantly decreased mortality in COVID-19 patients with no increased discharge, secondary infection risk, adverse events, and mechanical ventilation in a meta-analysis. Our data suggest that clinicians should pay attention to tocilizumab therapy as an effective and safe treatment for COVID-19 patients.

4.
Front Immunol ; 12: 598799, 2021.
Article in English | MEDLINE | ID: covidwho-1145563

ABSTRACT

A comprehensive understanding of the dynamic changes in interleukin-6 (IL-6) levels is essential for monitoring and treating patients infected with severe acute respiratory syndrome coronavirus 2 (SARS-Cov-2). By analyzing the correlations between IL-6 levels and health conditions, underlying diseases, several key laboratory detection indices, and the prognosis of 1,473 patients with the coronavirus disease 2019 (COVID-19), the role of IL-6 during SARS-CoV-2 infection was demonstrated. Our results indicated that IL-6 levels were closely related to age, sex, body temperature, oxygen saturation (SpO2) of blood, and underlying diseases. As a stable indicator, the changes in IL-6 levels could indicate the inflammatory conditions during a viral infection. Two specific treatments, namely, tocilizumab and convalescent plasma therapy (CPT), decreased the level of IL-6 and relieved inflammation. CPT has an important role in the therapy for patients with critical COVID-19. We also found that patients with IL-6 levels, which were 30-fold higher than the normal level, had a poor prognosis compared to patients with lower levels of IL-6.


Subject(s)
Antibodies, Monoclonal, Humanized/therapeutic use , Antiviral Agents/therapeutic use , COVID-19 Drug Treatment , COVID-19/therapy , Interleukin-6/blood , SARS-CoV-2/genetics , Up-Regulation , Adolescent , Adult , Aged , Aged, 80 and over , COVID-19/blood , COVID-19/epidemiology , Child , China/epidemiology , Female , Humans , Immunization, Passive , Male , Middle Aged , Prognosis , Real-Time Polymerase Chain Reaction , Severity of Illness Index , Treatment Outcome , Young Adult , COVID-19 Serotherapy
5.
Front Med (Lausanne) ; 7: 589080, 2020.
Article in English | MEDLINE | ID: covidwho-1063329

ABSTRACT

Objectives: With the worldwide spread of coronavirus disease 2019 (COVID-19) caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), various antibody detection kits have been developed to test for SARS-CoV-2- specific IgG, IgM, and total antibody. However, the use of different testing methods under various heat-inactivation conditions might affect the COVID-19 detection results. Methods: Seven different antibody detection kits produced by four manufacturers for detection of SARS-CoV-2 IgG, IgM, and total antibody were tested at Wuhan Huoshenshan Hospital, China. Most of the kits used the indirect immunity, capture, and double-antigen sandwich methods. The effects of various heat-inactivation conditions on SARS-CoV-2-specific IgG, IgM, and total antibody detection were analyzed for the different test methods. Results: Using the indirect immunity method, values for SARS-CoV-2 IgG antibody significantly increased and those for IgM antibody decreased with increasing temperature of heat-inactivation using indirect immunity method. However, values for SARS-CoV-2 IgM and total antibody showed no change when the capture and double-antigen sandwich methods were used. The changes in IgG and IgM antibody values with the indirect immunity method indicated that heat-inactivation could affect COVID-19 detection results obtained using this method. In particular, 18 (22.2%) SARS-CoV-2 IgM positive samples were detected as negative with heat-inactivation at 65°C for 30 min, and one (25%) IgG negative sample was detected as positive after heat-inactivation at 56°C for 60 min and 60°C for 30 min. Conclusions: Heat-inactivation could increase SARS-CoV-2 IgG antibody values, and decrease IgM antibody values, causing potential false-positive or false-negative results for COVID-19 antibody detection using the indirect immunity method. Thus, before conducting antibody testing, the testing platforms should be evaluated in accordance with the relevant requirements to ensure accurate COVID-19 detection results.

6.
Comput Struct Biotechnol J ; 19: 1063-1071, 2021.
Article in English | MEDLINE | ID: covidwho-1056515

ABSTRACT

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), which induced mainly the respiratory damage also caused ocular surface symptoms. However, the detailed description of ocular manifestations, severity fluctuations in confirmed COVID-19 adult patients still lacked. We analyzed onset clinical symptoms and duration, ocular symptoms, needs for medication, outcomes in 28 conjunctivitis patients who were extracted from 3198 COVID-19 patients hospitalized in Huoshenshan Hospital and Taikangtongji Hospital, Wuhan, China. The expression levels of ACE2, TMPRSS2, ANPEP, DPP4, NRP1 on fetal and adult ocular surface and mouse lacrimal glands were assessed by single cell seq analysis. Our results indicated that conjunctivitis was a rare and self-limited complication in adults with COVID-19 while the existence of coronavirus receptors on human ocular surface and mouse lacrimal glands indicated the risk of SARS-CoV-2 infection. Our research firstly examined SARS-CoV-2 receptors, including the new discovered one, NRP1, on the fetal ocular surface and in the mouse lacrimal glands.

8.
J Med Virol ; 93(4): 2321-2331, 2021 04.
Article in English | MEDLINE | ID: covidwho-963333

ABSTRACT

The coronavirus disease 2019 (COVID-19) pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is wreaking havoc on public health systems worldwide. The diagnosis of COVID-19 is well defined, but efficacious treatment is lacking. There is a big gap in knowledge regarding COVID-19 patients receiving convalescent plasma transfusion (CPT), especially those also suffering from diabetes mellitus (DM). In this study, among 3059 COVID-19 patients admitted to Wuhan Huoshenshan Hospital of China, we documented the characteristics of 39 COVID-19 patients with DM receiving CPT and compared their baseline information and clinical outcomes to COVID-19 patients with DM receiving conventional treatment. We also performed the propensity-matched comparison of COVID-19 patients with DM between conventional treatment and CPT. The CPT was efficacious and beneficial for COVID-19 patients with DM, including severe or critically ill patients, without obvious adverse effects. Our data demonstrated that CPT significantly improved the clinical outcomes of COVID-19 patients with DM, especially the cure rate and duration of hospitalization compared with that in COVID-19 patients with DM receiving conventional treatment. This study not only provided a deeper understanding of characteristics in COVID-19 patients with DM receiving CPT but also highlighted the efficaciousness of CPT for COVID-19 patients with DM.


Subject(s)
Blood Component Transfusion/methods , COVID-19/complications , COVID-19/therapy , Diabetes Complications/virology , Diabetes Mellitus/virology , Adolescent , Adult , Aged , Aged, 80 and over , Antibodies, Viral/immunology , COVID-19/epidemiology , China/epidemiology , Critical Illness , Diabetes Complications/epidemiology , Diabetes Mellitus/epidemiology , Female , Humans , Male , Middle Aged , SARS-CoV-2/isolation & purification , Treatment Outcome , Young Adult
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