OBJECTIVES: I. Evaluate the overall and progression-free survival of patients with selected poor-prognosis non-Hodgkin's lymphomas treated with high-dose etoposide and total-body irradiation followed by rescue with peripheral blood stem cells. II. Determine the toxicity of this regimen. III. Evaluate the short-term and long-term engraftment characteristics of patients treated on this regimen.