TY - JOUR
T1 - Prevention of Colon Cancer Recurrence from Minimal Residual Disease
T2 - Computer Optimized Dose Schedules of Intermittent Apoptotic Adjuvant Therapy
AU - Cockrell, Chase
AU - Teague, Joseph
AU - Axelrod, David E.
N1 - Funding Information:
C.C. was supported by Contract No. DE-AC02-05CH11231 from the Office of Science of the US Department of Energy, which provided the high-performance computing resources of the National Energy Research Scientific Computing Center; D.E.A. was supported by the Rutgers Cancer Institute of New Jersey Grant No. PA30CA072720, the Human Genetics Institute of New Jersey, and the New Jersey Breast Cancer Research Fund. C.C. thanks Gary An, MD, for discussions on agent-based modeling techniques, and D.E.A. thanks the members of the Division of Life Sciences Information Technology Support Group for computer services and the Rutgers University Community Repository staff for file archive services.
Funding Information:
C.C. was supported by Contract No. DE-AC02-05CH11231 from the Office of Science of the US Department of Energy, which provided the high-performance computing resources of the National Energy Research Scientific Computing Center; D.E.A. was supported by the Rutgers Cancer Institute of New Jersey Grant No. PA30CA072720, the Human Genetics Institute of New Jersey, and the New Jersey Breast Cancer Research Fund.
Publisher Copyright:
© 2020 by American Society of Clinical Oncology
PY - 2020
Y1 - 2020
N2 - PURPOSE Adjuvant chemotherapy is used after surgery for stages II and III colorectal cancer to reduce recurrence. Nevertheless, recurrence may occur years later with the emergence of initially undetected minimal residual disease (MRD). Attempts to reduce recurrence by increasing the dose intensity and increasing the time of adjuvant therapy have been limited by the adverse effects of the recommended cytotoxic agents. The goals of this study were to suggest an alternative to the recommended cytotoxic agents and to determine optimal adjuvant therapy dose schedules that would reduce the percentage of recurrence at 5 years while retaining colon crypt function. METHODS A total of 84,400 dose schedules with different duration, interval between doses, and intensity of treatment were simulated with a high-performance computer. Simulated treatments used the drug sulindac, which had previously been used in primary prevention. With appropriate dose schedules, it can induce apoptosis at the crypt lumen surface while retaining crypt function. We used a computer model of cell dynamics in colon crypts that had been calibrated with measurements of human biopsy specimens. Proliferating mutant cells were assumed to emerge from MRD within crypts. Simulated outcomes included the recurrence percentage at 5 years and the retention of crypt function.RESULTS Optimal dose schedules were determined for adjuvant treatment of MRD that reduced the percentage of recurrence at 5 years of stages I, II, and III colon cancer to zero. CONCLUSION A new adjuvant therapy for colon cancer based upon optimum dose schedules of intermittent apoptotic treatment may prevent the recurrence of colon cancer from MRD and avoid the adverse effects of cytotoxic treatments.
AB - PURPOSE Adjuvant chemotherapy is used after surgery for stages II and III colorectal cancer to reduce recurrence. Nevertheless, recurrence may occur years later with the emergence of initially undetected minimal residual disease (MRD). Attempts to reduce recurrence by increasing the dose intensity and increasing the time of adjuvant therapy have been limited by the adverse effects of the recommended cytotoxic agents. The goals of this study were to suggest an alternative to the recommended cytotoxic agents and to determine optimal adjuvant therapy dose schedules that would reduce the percentage of recurrence at 5 years while retaining colon crypt function. METHODS A total of 84,400 dose schedules with different duration, interval between doses, and intensity of treatment were simulated with a high-performance computer. Simulated treatments used the drug sulindac, which had previously been used in primary prevention. With appropriate dose schedules, it can induce apoptosis at the crypt lumen surface while retaining crypt function. We used a computer model of cell dynamics in colon crypts that had been calibrated with measurements of human biopsy specimens. Proliferating mutant cells were assumed to emerge from MRD within crypts. Simulated outcomes included the recurrence percentage at 5 years and the retention of crypt function.RESULTS Optimal dose schedules were determined for adjuvant treatment of MRD that reduced the percentage of recurrence at 5 years of stages I, II, and III colon cancer to zero. CONCLUSION A new adjuvant therapy for colon cancer based upon optimum dose schedules of intermittent apoptotic treatment may prevent the recurrence of colon cancer from MRD and avoid the adverse effects of cytotoxic treatments.
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U2 - 10.1200/CCI.20.00016
DO - 10.1200/CCI.20.00016
M3 - Article
C2 - 32510974
AN - SCOPUS:85086355766
SN - 2473-4276
VL - 4
SP - 514
EP - 520
JO - JCO Clinical Cancer Informatics
JF - JCO Clinical Cancer Informatics
ER -