Our study clarified that hypocalcemia was significantly associated with a higher PESI and sPESI score, higher blood levels of NT-proBNP, and higher rates of RV dilation and pleural effusion compared to those without hypocalcemia. The gene discussed is NPPB; the disease is Pleural effusion.