Diagnosis is primarily based on clinical symptoms and can be confirmed through laboratory tests. Stool samples can be tested for the presence of Clostridium perfringens and its toxins. In cases of gas gangrene, tissue samples and imaging studies like X-rays or CT scans can be used to identify gas production in tissues.