In a retrospective study conducted among 1276 patients, 28 patients who have cancer were selected for the study. The mean age group people belonged to the elderly category, and 60.7% of them were males. Lung cancer was the most frequent type, followed by oesophageal and breast cancers among cancer affected patients. 10 out of 28 patients were presented with IV stage cancer. 28.6% of the patients developed COVID-19 while receiving antitumor therapy, whereas 71.4% of them developed due to the presence of infection in their vicinity. Besides, 39.2% of the patients exhibited chronic co-morbid conditions apart from cancer. 28.6% of patients died, and the remaining patients developed serious consequences even after receiving anti-viral and corticosteroids. The most common complication developed by the patients includes septic shock, acute myocardial infarction, and ARDS [123]. Therefore, more focus should be laid on the research for medication and treatment options for COVID-19 affected cancer patients. More studies are required to determine the exact mechanism behind cancer and SARS-CoV-2.