<A<em>b</em>stractText>An epidemic of Coronavirus Disease 2019 (COVID-19) <em>b</em>egan in Decem<em>b</em>er 2019 and triggered a Pu<em>b</em>lic Hea<em>lt</em>h Emergency of International Concern (PHEIC). We aimed to find risk factors for the progression of COVID-19 to help reducing the risk of critical illness and death for clinical help.</A<em>b</em>stractText><A<em>b</em>stractText>The data of COVID-19 patients until March 20, 2020 were retrieved from four data<em>b</em>ases. We statistically analyzed the risk factors of critical/mortal and non-critical COVID-19 patients with meta-analysis.</A<em>b</em>stractText><p><div>(<em>b</em>)RESULTS</<em>b</em>)</div>Thirteen studies were included in Meta-analysis, including a total num<em>b</em>er of 3027 patients with SARS-CoV-2 infection. Male, older than 65, and smoking were risk factors for disease progression in patients with COVID-19 (male: OR = 1.76, 95% CI (1.41, 2.18), P &<em>lt</em>; 0.00001; age over 65 years old: OR =6.06, 95% CI(3.98, 9.22), P &<em>lt</em>; 0.00001; current smoking: OR =2.51, 95% CI(1.39, 3.32), P = 0.0006). The proportion of underlying diseases such as hypertension, dia<em>b</em>etes, cardiovascular disease, and respiratory disease were statistically significant higher in critical/mortal patients compared to the non-critical patients (dia<em>b</em>etes: OR=3.68, 95% CI (2.68, 5.03), P &<em>lt</em>; 0.00001; hypertension: OR = 2.72, 95% CI (1.60,4.64), P = 0.0002; cardiovascular disease: OR = 5.19, 95% CI(3.25, 8.29), P &<em>lt</em>; 0.00001; respiratory disease: OR = 5.15, 95% CI(2.51, 10.57), P &<em>lt</em>; 0.00001). Clinical manifestations such as fever, shortness of <em>b</em>reath or dyspnea were associated with the progression of disease [fever: 0R = 0.56, 95% CI (0.38, 0.82), P = 0.003;shortness of <em>b</em>reath or dyspnea: 0R=4.16, 95% CI (3.13, 5.53), P &<em>lt</em>; 0.00001]. La<em>b</em>oratory examination such as aspartate amino transferase(AST) > 40U/L, creatinine(Cr) ≥ 133mol/L, hypersensitive cardiac troponin I(hs-cTnI) > 28pg/mL, procalcitonin(PCT) > 0.5ng/mL, lactatede hydrogenase(LDH) > 245U/L, and D-dimer > 0.5mg/L predicted the deterioration of disease while white <em>b</em>lood cells(WBC)&<em>lt</em>;4 × 10<sup>9</sup>/L meant a <em>b</em>etter clinical status[AST > 40U/L:OR=4.00, 95% CI (2.46, 6.52), P &<em>lt</em>; 0.00001; Cr ≥ 133μmol/L: OR = 5.30, 95% CI (2.19, 12.83), P = 0.0002; hs-cTnI > 28 pg/mL: OR = 43.24, 95% CI (9.92, 188.49), P &<em>lt</em>; 0.00001; PCT > 0.5 ng/mL: OR = 43.24, 95% CI (9.92, 188.49), P &<em>lt</em>; 0.00001;LDH > 245U/L: OR = 43.24, 95% CI (9.92, 188.49), P &<em>lt</em>; 0.00001; D-dimer > 0.5mg/L: OR = 43.24, 95% CI (9.92, 188.49), P &<em>lt</em>; 0.00001; WBC &<em>lt</em>; 4 × 10<sup>9</sup>/L: OR = 0.30, 95% CI (0.17, 0.51), P &<em>lt</em>; 0.00001].</p><A<em>b</em>stractText>Male, aged over 65, smoking patients might face a greater risk of developing into the critical or mortal condition and the comor<em>b</em>idities such as hypertension, dia<em>b</em>etes, cardiovascular disease, and respiratory diseases could also greatly affect the prognosis of the COVID-19. Clinical manifestation such as fever, shortness of <em>b</em>reath or dyspnea and la<em>b</em>oratory examination such as WBC, AST, Cr, PCT, LDH, hs-cTnI and D-dimer could imply the progression of COVID-19.</A<em>b</em>stractText>