Sources of data
According to the updated version (version5) of COVID-19 prevention and control program published by China’s National Health Commission, when a medical institution finds a suspected case, a confirmed case or an asymptomatic infected person of COVID-19, it should immediately report the case directly in China Information System for Disease Control and Prevention. Then medical institutions timely revised the information of case classification and clinical severity according to laboratory test results, disease progression.
Once a suspected case was identified and reported, the joint field epidemiology team comprising members from Wuxi Center for Disease Control and Prevention (Wuxi CDC) together with prefecture CDCs would be informed to initiate detailed field investigations and collect respiratory specimens for centralized testing at the laboratory of Wuxi CDC. A joint team conducted detailed field investigations for all suspected and confirmed COVID-19 cases in 24 hours.
Epidemiologic data were collected through interviews and field reports. Data were collected onto standardized forms through interviews of infected persons, relatives, close contacts, and health care workers. Investigators interviewed each patient with infection and their relatives, where necessary, to determine exposure histories during the 2 weeks before the illness onset, including the dates, times, frequency, and patterns of exposures to Wuhan and surrounding areas and any fever or respiratory symptoms from Wuhan and surrounding areas. All epidemiologic information collected during field investigations, including exposure history, timelines of events, and close contact identification.
Related definitions
The case definitions according to the updated version (version 7) of COVID-19 diagnosis and treatment program published by China’s National Health Commission. (1) A suspected COVID-19 case was defined as a pneumonia that either fulfilled all the following three criteria -fever, with or without recorded temperature; radiographic evidence of pneumonia; low or normal white-cell count or low lymphocyte count, following standard clinical guidelines or fulfilled the above mentioned two criteria and had an epidemiologic history. The epidemiologic four criteria were the following: a travel or residence history to Wuhan and surrounding areas or other communities with reported cases within 14 days before illness onset; a history of exposure to COVID-19 infection; direct contact with patients from Wuhan and surrounding areas who had fever or respiratory symptoms. (2) A confirmed case was defined as a case with respiratory specimens that tested positive for the COVID-19 virus by at least one of the following three methods: isolation of COVID-19 virus or at least two positive results by real-time reverse-transcription–polymerase chain-reaction (RT-PCR) assay for COVID-19 virus or a genetic sequence that matches COVID-19 virus. (3) Asymptomatic infection was referred to those who had no clinical symptoms, respiratory tract and other specimens positive in the detection of COVID-19 virus. It was mainly found by means of cluster epidemic investigation and infection source tracking investigation. Cluster outbreak referred to the detection of 2 or more confirmed cases or asymptomatic infection within 14 days in a small area (such as a family, a construction site, a unit, etc.), and the possibility of human-to-human transmission caused by close contact, or the possibility of infection caused by joint exposure.
Close contacts referred to persons who had not effective protection and had close contact (within 1 meter) with suspected and confirmed cases from 2 days before symptom onset or 2 days before sampling of samples of asymptomatic infected persons. Close contacts of the cases were monitored in intensive isolation for 14 days, and nasopharyngeal swabs and serum samples were collected for testing on the first day of observation and on the day before the released or when any symptoms of discomfort not limited to the respiratory system. At the same time, we also performed CT tests on close contacts.
Clinical subtypes included asymptomatic infection, mild-type (clinical symptoms are mild and no pneumonia on imaging), normal-type (with fever, respiratory tract and other symptoms, imaging evidence of pneumonia), severe-type (ie, dyspnea, respiratory frequency 30/min, blood oxygen saturation 93%, partial pressure of arterial oxygen to fraction of inspired oxygen ratio <300, and/or lung infiltrates >50% within 24 to 48 hours) and critical-type (ie, respiratory failure, septic shock, and/or multiple organ dysfunction or failure).
Laboratory testing
The medical institution that accepts and treats the case should collect relevant clinical specimens in time, including upper respiratory tract specimens (e.g. nasopharyngeal swabs, pharyngeal swabs, etc.), lower respiratory tract specimens (e.g. deep cough sputum, alveolar lavage fluid, bronchial lavage fluid, respiratory tract aspiration, etc.), fecal/anal swabs, anticoagulant and serum specimens, etc. The samples were sent to the virus laboratory of Wuxi CDC for testing as soon as possible. The positive results were reviewed by Jiangsu provincial CDC.
MagNa Pure 96 DNA and Viral NA Small Volume Kit (Roche) was used to extract viral nucleic acid. The real-time fluorescent quantitative reverse transcription polymerase chain reaction (Real time RT-PCR method, Real time PCR instrument, Light Cycler Ⅱ 480) was applied to identifythe virus. The Novel Coronavirus was detected using the 2019 Novel Coronavirus (ORF1ab/N) nucleic acid detection kit produced by DAAN Gene Co., Ltd. Of Sun Yat-sen University.
Statistical analysis
The epidemic curve was constructed by date of illness onset, and key dates relating to epidemic identification and control measures were overlaid to aid interpretation. Case characteristics were described, including demographic characteristics, exposures. The incubation period distribution (i.e., the time delay from infection to illness onset) was estimated by fitting a log-normal distribution to data on exposure histories and onset dates in a subset of cases with detailed information available. Onset-first-medical visit and onset-to-admission distributions were estimated by fitting a Weibull distribution on the dates of illness onset, first medical visit, and hospital admission in a subset of cases with detailed information available. We fitted a gamma distribution to data from cluster investigations to estimate the serial interval distribution, defined as the delay between illness onset dates in successive cases in chains of transmission.
The basic reproductive number (R0), which is defined as the expected number of additional cases that one case will generate, on average, over the course of its infectious period in an otherwise uninfected population. We used an informative prior distribution for the serial interval based on the serial interval of SARS with a mean of 8.4 and a standard deviation of 3.8. We use the Exponential Growth (EG) model to calculate R0. Analyses of the incubation period, serial interval and R0 were performed with the use of R software (R Foundation for Statistical Computing).