In coronavirus disease 2019 (COVID-19), particularly in older people, dysregulated immune response and aberrant repair can result in varied severity secondary pulmonary fibrosis (PF). By detecting some indicators, the occurrence and prognosis of fibrosis can be measured, providing directions for COVID-19 treatment. The research study lasted for 3 months and involved 88 COVID-19 patients. According to the chest radiological examination, 47 (53.41%) individuals were found to have no PF, while 41 (46.59%) showed PF. Clinical data such as inflammation markers, imaging findings, blood gas analysis, and hospital stay length were collected. With area under the curve values of 0.7413, 0.7741, and 0.7048, respectively, and the study of the receiver operating characteristic curve demonstrated that mucin 1 (MUC1), carcinoembryonic antigen (CEA), and CXC chemokine receptor 10 (CXCL10) could diagnose the presence of COVID-19 PF. To evaluate the possibility of PF following severe acute respiratory syndrome coronavirus-2 infection, we established particular values for MUC1, CEA, and CXCL10 (1.296 ng/ml, 4.315 ng/ml, and 32.77 ng/ml, respectively). The survival curve for hospital days indicated that the length of hospital stays positively correlated with these three factors (P < 0.01). Transforming growth factor-beta did not correlate significantly with the severity of COVID-19 or PF. The results of this study suggested that the MUC1, CEA, and CXCL10 can be employed to explore the severity of secondary PF in COVID-19.