Conclusions: Increased CD4+ T%Lym, CD8+ T%Lym, and DNT%Lym, warm season, a history of COPD, longer TO-A, and increased levers of CRP, LDL-C, Na+, and FCa2+ potentially cause CAP to be refractory, while the T lymphocyte count, namely, the overall cellular immunity, was impaired in r-CAP patients, and increased TC levels could be beneficial to pneumonia recovery. The gene discussed is CD8A; the disease is susceptibility to pneumonia measurement.