1.Application of laboratory diagnostic technologies for SARS-CoV-2: current progress and prospect.
Bin XIAO ; Quan ZHOU ; Ting LEI ; Yongyin HE ; Linhai LI
Journal of Southern Medical University 2020;40(4):601-605
Since the outbreak of COVID-19 pandemic, the detection capability has been improving and the detection techniques have been evolving with innovations. qRT- PCR and mNGS, which represent the current mainstay diagnostic technologies, play key roles in disease diagnosis and monitoring of virus variation. The detection technologies based on serum and plasma IgM and IgG antibodies are important for auxiliary diagnosis. RT-LAMP is highly specific for a diagnostic purpose. Digital PCR could quantitatively detect nucleic acid and SHERLOCK has a higher sensitivity. These techniques all have great potential for future development and application for pathogen detection. In this review the authors summarize the basic rationales, technical characteristics and the current application of the SARS-CoV-2 detection techniques.
Antibodies, Viral
;
Betacoronavirus
;
Clinical Laboratory Techniques
;
Coronavirus Infections
;
diagnosis
;
Humans
;
Immunoglobulin G
;
Immunoglobulin M
;
Pandemics
;
Pneumonia, Viral
;
diagnosis
2.Machine learning-based method for interpreting the guidelines of the diagnosis and treatment of COVID-19.
Xiaorong PU ; Kecheng CHEN ; Junchi LIU ; Jin WEN ; Shangwei ZHNENG ; Honghao LI
Journal of Biomedical Engineering 2020;37(3):365-372
The outbreak of pneumonia caused by novel coronavirus (COVID-19) at the end of 2019 was a major public health emergency in human history. In a short period of time, Chinese medical workers have experienced the gradual understanding, evidence accumulation and clinical practice of the unknown virus. So far, National Health Commission of the People's Republic of China has issued seven trial versions of the "Guidelines for the Diagnosis and Treatment of COVID-19". However, it is difficult for clinicians and laymen to quickly and accurately distinguish the similarities and differences among the different versions and locate the key points of the new version. This paper reports a computer-aided intelligent analysis method based on machine learning, which can automatically analyze the similarities and differences of different treatment plans, present the focus of the new version to doctors, reduce the difficulty in interpreting the "diagnosis and treatment plan" for the professional, and help the general public better understand the professional knowledge of medicine. Experimental results show that this method can achieve the topic prediction and matching of the new version of the program text through unsupervised learning of the previous versions of the program topic with an accuracy of 100%. It enables the computer interpretation of "diagnosis and treatment plan" automatically and intelligently.
Betacoronavirus
;
China
;
Coronavirus Infections
;
diagnosis
;
therapy
;
Humans
;
Machine Learning
;
Pandemics
;
Pneumonia, Viral
;
diagnosis
;
therapy
;
Practice Guidelines as Topic
3.Spike protein in the detection and treatment of novel coronavirus.
Journal of Biomedical Engineering 2020;37(2):246-250
Recently a COVID-19 pneumonia pandemic caused by a novel coronavirus 2019-nCoV has broken out over the world. In order to better control the spread of the pandemic, there's an urgent need to extensively study the virus' origin and the mechanisms for its infectivity and pathogenicity. Spike protein is a special structural protein on the surface of coronavirus. It contains important information about the evolution of the virus and plays critical roles in the processes of cellular recognition and entry. In the past decades, spike protein has always been one of the most important objects in research works on coronaviruses closely related to human life. In this review we introduce these research works related to spike proteins, hoping it will provide reasonable ideas for the control of the current pandemic, as well as for the diagnosis and treatment of COVID-19.
Betacoronavirus
;
Coronavirus Infections
;
diagnosis
;
therapy
;
Evolution, Molecular
;
Humans
;
Pandemics
;
Pneumonia, Viral
;
diagnosis
;
therapy
;
Spike Glycoprotein, Coronavirus
;
analysis
4.Determination Methods of 2019 Novel Coronavirus (SARS-CoV-2).
Xiaofang PAN ; Yanli YAO ; Chunling CAO ; Yuzhe HUANG ; Jingbiao WU
Chinese Journal of Medical Instrumentation 2020;44(4):359-362
This study summarized the determination methods and principles of 2019 novel coronavirus(severe acute respiratory syndrome coronavirus 2,SARS-CoV-2). The advantages and limitations of several methods was compared, which can provide a basis for the selection of 2019 novel coronavirus clinical diagnosis methods.
Betacoronavirus
;
Clinical Laboratory Techniques
;
Coronavirus Infections
;
diagnosis
;
Humans
;
Pandemics
;
Pneumonia, Viral
;
diagnosis
5.Expert consensus on the management strategy of patients with hereditary ataxia during prevention and control of novel coronavirus pneumonia epidemic.
SPECIALIZED COMMITTEE OF NEUROGENETICS NEUROPHYSICIAN BRANCH OF CHINESE MEDICAL DOCTOR ASSOCIATION ; Hong JIANG ; Beisha TANG
Chinese Journal of Medical Genetics 2020;37(4):359-366
Since December 2019, a series of highly infectious cases of unexplained pneumonia have been discovered in Wuhan, Hubei Province, which have been confirmed as '2019 corona virus disease' caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). SARS-CoV-2 virus can invade many human systems including the lungs. Patients with central nervous system involvement may show a series of neurological symptoms, which is easy to be misdiagnosed and neglected, thereby increasing the risk of SARS-CoV-2 transmission. Hereditary ataxia is a large group of neurodegenerative diseases with great clinical and genetic heterogeneity and high mortality and disability. In view of the seriousness of the COVID-19 epidemic, a series of prevention and control measures adopted by the government have restricted the follow-up, diagnosis and treatment of patients by the hospitals, which has a great impact on their mental and physical health. In order to standardize the management of patients during the prevention and control of COVID-19 epidemic, the Specialized Committee of Neurogenetics of the Neurophysician Branch of Chinese Medical Doctor Association has formulated this consensus, with an aim to help patients to overcome the difficulties and pass the epidemic prevention period safely.
Betacoronavirus
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China
;
epidemiology
;
Consensus
;
Coronavirus Infections
;
complications
;
epidemiology
;
Epidemics
;
Health Status
;
Humans
;
Mental Health
;
Nervous System Diseases
;
virology
;
Pandemics
;
Pneumonia, Viral
;
complications
;
epidemiology
;
Spinocerebellar Degenerations
;
complications
;
diagnosis
;
prevention & control
;
therapy
6.Early differential diagnosis between COVID-19 and mycoplasma pneumonia with chest CT scan.
Xianluo HUO ; Xiaohua XUE ; Shuhui YUAN ; Dianchun ZHANG ; Qing'e GAO ; Tao GONG
Journal of Zhejiang University. Medical sciences 2020;49(4):468-473
OBJECTIVE:
To early differentiate between coronavirus disease 2019 (COVID-19) and adult mycoplasma pneumonia with chest CT scan.
METHODS:
Twenty-six patients with COVID-19 and 21 patients with adult mycoplasma pneumonia confirmed with RT-PCR test were enrolled from Zibo First Hospital and Lanshan People's Hospital during December 1st 2019 and March 14th 2020. The early chest CT manifestations were analyzed and compared between the two groups.
RESULTS:
The interstitial changes with ground glass density shadow (GGO) were similar in two groups during first chest CT examination (>0.05). There were more lung lobes involved on the first chest CT in COVID-19 patients, which were mostly distributed in the dorsal outer zone (23/26, 88.5%), and nearly half of them (12/26, 46.2%) were accompanied by crazy-paving sign; while the lesions in adult mycoplasma pneumonia patients were mostly distributed along the bronchi, and the bronchial wall was thickened (19/21, 90.5%), accompanied with tree buds / fog signs (19/21, 90.5%). The above CT signs were significantly different between the two kinds of pneumonia (all <0.01). COVID-19 had a longer course compared with mycoplasma pneumonia, the disease peaks of COVID-19 patients was on day (10.5±3.8), while the disease on CT was almost absorbed on day (7.9±2.2) in adult mycoplasma pneumonia. The length of hospital stay in COVID-19 patients was significantly longer than that of mycoplasma pneumonia patients [(19.5±4.3) d vs (7.9±2.2) d, <0.01].
CONCLUSIONS
The lesions of adult mycoplasma pneumonia are mostly distributed along the bronchi with tree buds/fog signs, while the lesions of COVID-19 are mainly distributed in the dorsal outer zone accompanied by crazy-paving sign, which can early distinguish two diseases.
Adult
;
Betacoronavirus
;
Clinical Laboratory Techniques
;
standards
;
Coronavirus Infections
;
diagnosis
;
diagnostic imaging
;
Diagnosis, Differential
;
Humans
;
Lung
;
diagnostic imaging
;
Pandemics
;
Pneumonia, Mycoplasma
;
diagnostic imaging
;
Pneumonia, Viral
;
diagnostic imaging
;
Tomography, X-Ray Computed
7.Biochemical analysis between common type and critical type of COVID-19 and clinical value of neutrophil/lymphocyte ratio.
Hongbing LI ; Maojun ZHAO ; Yingsheng XU
Journal of Zhejiang University. Medical sciences 2020;40(7):965-971
OBJECTIVE:
To identify the key biochemical indicators that affect the clinical type and outcomes of COVID-19 patients and explore the application of neutrophil/lymphocyte ratio (NLR) in COVID-19.
METHODS:
Ninety-three patients with confirmed diagnosis of COVID-19 admitted in Ezhou Central Hospital from February to April in 2020 were analyzed. Among them, 43 patients were selected from Intensive Care Unit (ICU) with the diagnosis of critical type of COVID-19, and 50 cases of common type were selected from the Department of Respiratory Medicine. The baseline data, blood routine test and biochemical indexes of the patients were collected on the first day of admission. NLRs of the patients were calculated, and COX survival analysis according to the NLR 4-category method was performed. The patients' outcomes were analyzed with receiver operating curves (ROCs). The patients were divided into two groups according to NLR cutoff value for comparison of the biochemical indexes. Based on the patients' outcomes, NLR cutoff value classification and clinical classification, multiple binary logistics regression was performed to screen the key variables and explore their significance in COVID-19.
RESULTS:
The NLR four-category method was not applicable for prognostic evaluation of the patients. The cut-off value of NLR for predict the prognosis of COVID-19 was 11.26, with a sensitivity of 0.903 and a specificity of 0.839; the laboratory indicators of the patients with NLR < 11.26 were similar to those in patients of the common type; the indicators were also similar between patients with NLR≥11.26 and those with critical type COVID-19. NLR, WBC, NEUT, PCT, DD, BUN, TNI, BNP, and LDH had significant effects on the clinical classification and outcome of the patients ( < 0.05); Cr, Ca, PH, and Lac had greater impact on the outcome of the patients ( < 0.05), while Na, PCO had greater impact on the clinical classification of the patients ( < 0.05).
CONCLUSIONS
NLR can be used as an important reference for clinical classification, prognostic assessment, and biochemical abnormalities of COVID-19. Patients of critical type more frequently have bacterial infection with more serious inflammatory reactions, severer heart, lung and kidney damages, and much higher levels of DD and LDH than those of the common type. NLR, NEUT, DD, TNI, BNP, LDH, Ca, PCT, PH, and Lac have obvious influence on the prognosis of COVID-19 and should be observed dynamically.
Betacoronavirus
;
Blood Cell Count
;
standards
;
Coronavirus Infections
;
blood
;
diagnosis
;
physiopathology
;
Humans
;
Lymphocytes
;
cytology
;
Neutrophils
;
cytology
;
Pandemics
;
Pneumonia, Viral
;
blood
;
diagnosis
;
physiopathology
;
Prognosis
;
ROC Curve
;
Retrospective Studies
;
Severity of Illness Index
8.Follow-up testing of viral nucleic acid in discharged patients with moderate type of COVID-19.
Youjiang LI ; Yingying HU ; Xiaodong ZHANG ; Yuanyuan YU ; Bin LI ; Jianguo WU ; Yingping WU ; Xiaoping XIA ; Jian XU
Journal of Zhejiang University. Medical sciences 2020;49(2):270-274
OBJECTIVE:
To investigate the clinical outcome of patients with moderate type of coronavirus disease 2019 (COVID-19) after discharge by retesting viral nucleic acid.
METHODS:
Seven patients with moderate COVID-19 met the discharge criteria enacted by National Health Commission were quarantined in hospital for 7 days, then continuously quarantined at home for 4 weeks after discharged. During the quarantined period, the symptoms and signs were documented, and sputum or nasal swab and feces samples were collected to test SARS-CoV-2 nucleic acid by RT-PCR method.
RESULTS:
There was no symptoms and signs during the quarantine period in all 7 patients. However, respiratory swabs from 3 patients were confirmed positive of SARS-CoV-2 nucleic acid at 5 to 7 days after they met the discharge criteria.
CONCLUSIONS
There is a relatively high incidence of positive viral nucleic acid in patients met the discharge criteria, and it is suggested that patients met the current discharge criteria should be quarantined in hospital for another 7 days and the follow-up viral testing is necessary.
Betacoronavirus
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isolation & purification
;
Coronavirus Infections
;
diagnosis
;
Feces
;
chemistry
;
virology
;
Follow-Up Studies
;
Humans
;
Pandemics
;
Patient Discharge
;
statistics & numerical data
;
Pneumonia, Viral
;
diagnosis
;
Quarantine
;
statistics & numerical data
;
RNA, Viral
;
analysis
;
Reverse Transcriptase Polymerase Chain Reaction
;
Time Factors
9.Dynamic inflammatory response in a critically ill COVID-19 patient treated with corticosteroids.
Sheng ZHAGN ; Danping LI ; Huazhong CHEN ; Dan ZHENG ; Yiping ZHOU ; Baoguo CHEN ; Weiwu SHI ; Ronghai LIN
Journal of Zhejiang University. Medical sciences 2020;49(2):220-226
OBJECTIVE:
To investigate the effect of corticosteroids therapy on the inflammatory response in a critically ill coronavirus disease 2019 (COVID-19) patient.
METHODS:
A 55-year old female patient with critical ill COVID-19 was admitted in Taizhou Hospital on January 19, 2020. The patient was treated with methylprednisolone 80 mg on the 2nd day after admission. Thereafter, the dose was adjusted in a timely manner and the therapy lasted for 13 days. The peripheral lymphocyte subsets (CD3T, CD4 T, CD8 T, NK cells, B cells), as well as serum levels of lymphocyte factors (IL-2, IL-4, IL-6, IL-10, TNF-α, IFN-γ) were dynamically monitored.
RESULTS:
On D1 of admission, the numbers of peripheral blood CD3 T, CD4 T, CD8 T, and NK cells were significantly lower than the normal range. With the improvement of the disease, the numbers of CD3 T, CD8 T and CD4 T cells gradually recovered and showed a linear growth trend (linear fitting equation: =18.59+109.4, <0.05). On D2 of admission, the patient's IL-6 and IL-10 levels were significantly higher than normal values, IFN-γ was at a normal high value, and then rapidly decreased; IL-2, IL-4, and TNF-α were all in the normal range. On the D6 and D7, the IL-6 and IL-10 decreased to the normal range for the first time. On the D18, the sputum virus nucleic acid test was negative for the first time, and the fecal virus nucleic acid test was still positive; on the D20 the sputum and fecal virus nucleic acid test were both negative. On D34, the patient recovered and was discharged. At the discharge the muscle strength score of the patient was 44 and the daily life ability evaluation was 90.
CONCLUSIONS
In the absence of effective antiviral drugs, early use of appropriate doses of corticosteroids in critically ill patient with COVID-19 can quickly alleviate inflammatory response and improve clinical symptoms, however, it may reduce the number of T cells, and to adjust the dose in time is necessary.
Betacoronavirus
;
isolation & purification
;
Cell Count
;
Coronavirus Infections
;
diagnosis
;
drug therapy
;
immunology
;
physiopathology
;
Critical Illness
;
Cytokines
;
blood
;
Female
;
Humans
;
Methylprednisolone
;
administration & dosage
;
adverse effects
;
Middle Aged
;
Pandemics
;
Pneumonia, Viral
;
diagnosis
;
drug therapy
;
immunology
;
physiopathology
;
T-Lymphocyte Subsets
;
drug effects
;
Treatment Outcome
10.Roles of multidisciplinary team in diagnosis and treatment of suspected cases of COVID-19.
Shubo DING ; Shi'an YU ; Haijun CHEN ; Dehe ZHANG ; Yejin XU ; Dan ZHU ; Kun CHENG
Journal of Zhejiang University. Medical sciences 2020;49(2):209-214
OBJECTIVE:
To analyze the roles of multidisciplinary team (MDT) in the diagnosis and treatment of suspected cases of coronavirus disease 2019 (COVID-19).
METHODS:
The clinical data of 48 patients with suspected COVID-19 admitted in Jinhua Municipal Central Hospital from January 21, 2020 to March 20, 2020 were retrospectively analyzed.
RESULTS:
In the 48 suspected cases, 18 were diagnosed with COVID-19, and 30 were excluded. Each of the confirmed cases were discussed among MDT for 2 to 12 times with an average of (4.7±3.2) times; while for non-COVID-19 patients were discussed for 2 to 4 times with an average of (2.3±0.6) times. With the guidance of MDT, one COVID-19 patient was transferred to designated provincial hospital after effective treatment; one patient complicated with acute cholecystitis underwent gallbladder puncture and drainage; and COVID-19 was excluded in a highly suspected patient after alveolar lavage fluid examination. Except one transferred patient, all 17 confirmed COVID-19 patients were cured and discharged. There was no cross-infection occurred in suspected patients during the hospitalization. There were no deaths and no medical staff infections.
CONCLUSIONS
The efficiency of diagnosis and treatment for suspected COVID-19 patients can be improved with MDT, particularly for complicated cases.
Betacoronavirus
;
isolation & purification
;
China
;
Coronavirus Infections
;
diagnosis
;
therapy
;
Humans
;
Interdisciplinary Communication
;
Pandemics
;
Patient Care Team
;
standards
;
Pneumonia, Viral
;
diagnosis
;
therapy
;
Retrospective Studies
;
Treatment Outcome

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