In SCID patients, variants in genes like IL2RG, JAK3, and RAG1 were identified, with the predominant one being c.678delA, an X-linked pathogenic mutation indicative of hemizygous expression. The gene discussed is JAK3; the disease is severe combined immunodeficiency.