Christopher H Chapman1, Tong Zhu2, Mohamad Nazem-Zadeh3, Yebin Tao4, Henry A Buchtel5, Christina I Tsien6, Theodore S Lawrence2, Yue Cao7. 1. Department of Radiation Oncology, University of Michigan, Ann Arbor, USA; Department of Radiation Oncology, University of California San Francisco, USA. Electronic address: christopher.chapman@ucsf.edu. 2. Department of Radiation Oncology, University of Michigan, Ann Arbor, USA. 3. Department of Radiation Oncology, University of Michigan, Ann Arbor, USA; Radiology and Research Administration Departments, Henry Ford Hospital, Detroit, USA. 4. Department of Biostatistics, University of Michigan, Ann Arbor, USA. 5. Department of Psychiatry, University of Michigan, Ann Arbor, USA; VA Ann Arbor Healthcare System, Ann Arbor, USA. 6. Department of Radiation Oncology, University of Michigan, Ann Arbor, USA; Department of Radiation Oncology, Washington University, St. Louis, USA. 7. Department of Radiation Oncology, University of Michigan, Ann Arbor, USA; Department of Biomedical Engineering, University of Michigan, Ann Arbor, USA; Department of Radiology, University of Michigan, Ann Arbor, USA.
Abstract
PURPOSE/ OBJECTIVES: Radiation injury to parahippocampal cingulum white matter is associated with cognitive decline. Diffusion tensor imaging (DTI) detects micropathologic changes in white matter. Increased radial diffusion (RD) and decreased axial diffusion (AD) correspond to demyelination and axonal degeneration/gliosis respectively. We aimed to develop a predictive model for radiation-induced cognitive changes based upon DTI changes. MATERIALS/ METHODS: Twenty-seven adults with benign or low-grade tumors received partial brain radiation therapy (RT) to a median dose of 54Gy. Patients underwent DTI before RT, during RT, and at the end of RT. Cognitive testing was performed before RT, and 6 and 18months after RT. Parahippocampal cingulum white matter was contoured to obtain mean values of AD and RD. RESULTS: By univariate analysis, decreasing AD and increasing RD during RT predicted declines in verbal memory and verbal fluency. By multivariate analysis, baseline neurocognitive score was the only clinical variable predicting verbal memory change; no clinical variables predicted verbal fluency change. In a multivariate model, increased RD at the end of RT significantly predicted decline in verbal fluency 18months after RT. CONCLUSIONS: Imaging biomarkers of white matter injury contributed to predictive models of cognitive function change after RT.
PURPOSE/ OBJECTIVES:Radiation injury to parahippocampal cingulum white matter is associated with cognitive decline. Diffusion tensor imaging (DTI) detects micropathologic changes in white matter. Increased radial diffusion (RD) and decreased axial diffusion (AD) correspond to demyelination and axonal degeneration/gliosis respectively. We aimed to develop a predictive model for radiation-induced cognitive changes based upon DTI changes. MATERIALS/ METHODS: Twenty-seven adults with benign or low-grade tumors received partial brain radiation therapy (RT) to a median dose of 54Gy. Patients underwent DTI before RT, during RT, and at the end of RT. Cognitive testing was performed before RT, and 6 and 18months after RT. Parahippocampal cingulum white matter was contoured to obtain mean values of AD and RD. RESULTS: By univariate analysis, decreasing AD and increasing RD during RT predicted declines in verbal memory and verbal fluency. By multivariate analysis, baseline neurocognitive score was the only clinical variable predicting verbal memory change; no clinical variables predicted verbal fluency change. In a multivariate model, increased RD at the end of RT significantly predicted decline in verbal fluency 18months after RT. CONCLUSIONS: Imaging biomarkers of white matter injury contributed to predictive models of cognitive function change after RT.
Authors: Stephen M Smith; Mark Jenkinson; Mark W Woolrich; Christian F Beckmann; Timothy E J Behrens; Heidi Johansen-Berg; Peter R Bannister; Marilena De Luca; Ivana Drobnjak; David E Flitney; Rami K Niazy; James Saunders; John Vickers; Yongyue Zhang; Nicola De Stefano; J Michael Brady; Paul M Matthews Journal: Neuroimage Date: 2004 Impact factor: 6.556
Authors: Nadia N Laack; Paul D Brown; Robert J Ivnik; Alfred F Furth; Karla V Ballman; Julie E Hammack; Robert M Arusell; Edward G Shaw; Jan C Buckner Journal: Int J Radiat Oncol Biol Phys Date: 2005-06-20 Impact factor: 7.038
Authors: Mohammad-Reza Nazem-Zadeh; Christopher H Chapman; Theodore L Lawrence; Christina I Tsien; Yue Cao Journal: Med Phys Date: 2012-09 Impact factor: 4.071
Authors: Shiva Keihaninejad; Hui Zhang; Natalie S Ryan; Ian B Malone; Marc Modat; M Jorge Cardoso; David M Cash; Nick C Fox; Sebastien Ourselin Journal: Neuroimage Date: 2013-01-28 Impact factor: 6.556
Authors: Eric L Chang; Jeffrey S Wefel; Kenneth R Hess; Pamela K Allen; Frederick F Lang; David G Kornguth; Rebecca B Arbuckle; J Michael Swint; Almon S Shiu; Moshe H Maor; Christina A Meyers Journal: Lancet Oncol Date: 2009-10-02 Impact factor: 41.316
Authors: Christian Vollmar; Jonathan O'Muircheartaigh; Gareth J Barker; Mark R Symms; Pamela Thompson; Veena Kumari; John S Duncan; Mark P Richardson; Matthias J Koepp Journal: Neuroimage Date: 2010-03-23 Impact factor: 6.556
Authors: Christina K Cramer; Tiffany L Cummings; Rachel N Andrews; Roy Strowd; Stephen R Rapp; Edward G Shaw; Michael D Chan; Glenn J Lesser Journal: Curr Treat Options Oncol Date: 2019-04-08
Authors: Roshan A Karunamuni; Nathan S White; Carrie R McDonald; Michael Connor; Niclas Pettersson; Tyler M Seibert; Joshua Kuperman; Nikdokht Farid; Vitali Moiseenko; Anders M Dale; Jona A Hattangadi-Gluth Journal: Med Phys Date: 2017-03-28 Impact factor: 4.071
Authors: Mia Salans; Michelle D Tibbs; Roshan Karunamuni; Anthony Yip; Minh-Phuong Huynh-Le; Anna Christina Macari; Anny Reyes; Kathryn Tringale; Carrie R McDonald; Jona A Hattangadi-Gluth Journal: Neuro Oncol Date: 2021-08-02 Impact factor: 12.300
Authors: Martin Kocher; Christiane Jockwitz; Philipp Lohmann; Gabriele Stoffels; Christian Filss; Felix M Mottaghy; Maximilian I Ruge; Carolin Weiss Lucas; Roland Goldbrunner; Nadim J Shah; Gereon R Fink; Norbert Galldiks; Karl-Josef Langen; Svenja Caspers Journal: Cancers (Basel) Date: 2021-05-14 Impact factor: 6.639