1. Translating Response During Therapy into Ultimate Treatment Outcome: A Personalized 4-Dimensional MRI Tumor Volumetric Regression Approach in Cervical Cancer
- Author
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Nina A. Mayr, William T.C. Yuh, L Lu, John C. Grecula, Joseph F. Montebello, Simon S. Lo, D. Zhang, Jeffrey M. Fowler, and Jian Z. Wang
- Subjects
Adult ,Cancer Research ,Time Factors ,medicine.medical_treatment ,Uterine Cervical Neoplasms ,Article ,Text mining ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Prospective Studies ,Prospective cohort study ,Survival analysis ,Aged ,Aged, 80 and over ,Cervical cancer ,Radiation ,medicine.diagnostic_test ,business.industry ,Remission Induction ,Radiotherapy Dosage ,Magnetic resonance imaging ,Regression analysis ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,Regression ,Tumor Burden ,Radiation therapy ,Treatment Outcome ,Oncology ,Area Under Curve ,Regression Analysis ,Female ,business ,Nuclear medicine ,Follow-Up Studies - Abstract
To assess individual volumetric tumor regression pattern in cervical cancer during therapy using serial four-dimensional MRI and to define the regression parameters' prognostic value validated with local control and survival correlation.One hundred and fifteen patients with Stage IB(2)-IVA cervical cancer treated with radiation therapy (RT) underwent serial MRI before (MRI 1) and during RT, at 2-2.5 weeks (MRI 2, at 20-25 Gy), and at 4-5 weeks (MRI 3, at 40-50 Gy). Eighty patients had a fourth MRI 1-2 months post-RT. Mean follow-up was 5.3 years. Tumor volume was measured by MRI-based three-dimensional volumetry, and plotted as dose(time)/volume regression curves. Volume regression parameters were correlated with local control, disease-specific, and overall survival.Residual tumor volume, slope, and area under the regression curve correlated significantly with local control and survival. Residual volumesor=20% at 40-50 Gy were independently associated with inferior 5-year local control (53% vs. 97%, p0.001) and disease-specific survival rates (50% vs. 72%, p = 0.009) than smaller volumes. Patients with post-RT residual volumesor=10% had 0% local control and 17% disease-specific survival, compared with 91% and 72% for10% volume (p0.001).Using more accurate four-dimensional volumetric regression analysis, tumor response can now be directly translated into individual patients' outcome for clinical application. Our results define two temporal thresholds critically influencing local control and survival. In patients withor=20% residual volume at 40-50 Gy andor=10% post-RT, the risk for local failure and death are so high that aggressive intervention may be warranted.
- Published
- 2010
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