The Feasibility of Integrating Resting-State fMRI Networks into Radiotherapy Treatment Planning

Bahrami, 2017, Altered network topology in patients with primary brain tumors after fractionated radiotherapy, Brain Connect, 7, 299, 10.1089/brain.2017.0494 Narayana, 2007, Use of MR spectroscopy and functional imaging in the treatment planning of gliomas, Br J Radiol, 80, 347, 10.1259/bjr/65349468 Chang, 2008, Magnetic resonance spectroscopy imaging (MRSI) and brain functional magnetic resonance imaging (fMRI) for radiotherapy treatment planning of glioma, Technol Cancer Res Treat, 7, 349 Pantelis, 2010, Integration of functional MRI and white matter tractography in stereotactic radiosurgery clinical practice, Int J Radiat Oncol Biol Phys, 78, 257, 10.1016/j.ijrobp.2009.10.064 Kovacs, 2011, Integrating functional MRI information into conventional 3D radiotherapy planning of CNS tumors. is it worth it?, J Neurooncol, 105, 629, 10.1007/s11060-011-0633-2 Conti, 2013, Integration of functional neuroimaging in CyberKnife radiosurgery: Feasibility and dosimetric results, Neurosurg Focus, 34, E5, 10.3171/2013.2.FOCUS12414 Wang, 2015, Integration of BOLD-fMRI and DTI into radiation treatment planning for high-grade gliomas located near the primary motor cortexes and corticospinal tracts, Radiat Oncol, 10, 64, 10.1186/s13014-015-0364-1 Aoyama, 2004, Integration of functional brain information into stereotactic irradiation treatment planning using magnetoencephalography and magnetic resonance axonography, Int J Radiat Oncol Biol Phys, 58, 1177, 10.1016/j.ijrobp.2003.08.034 Dietrich, 2008, Clinical patterns and biological correlates of cognitive dysfunction associated with cancer therapy, Oncologist, 13, 1285, 10.1634/theoncologist.2008-0130 Greene-Schloesser, 2012, Radiation-induced cognitive impairment--from bench to bedside, Neuro Oncol, 14, iv37, 10.1093/neuonc/nos196 Scoccianti, 2012, Changes in neurocognitive functioning and quality of life in adult patients with brain tumors treated with radiotherapy, J Neurooncol, 108, 291, 10.1007/s11060-012-0821-8 Cole, 2013, Self-reported cognitive outcomes in patients with brain metastases before and after radiation therapy, Int J Radiat Oncol Biol Phys, 87, 705, 10.1016/j.ijrobp.2013.07.037 van den Heuvel, 2010, Exploring the brain network: a review on resting-state fMRI functional connectivity, Eur Neuropsychopharmacol, 20, 519, 10.1016/j.euroneuro.2010.03.008 Sporns, 2011, The human connectome: a complex network, Ann N Y Acad Sci, 1224, 109, 10.1111/j.1749-6632.2010.05888.x Biswal, 1995, Functional connectivity in the motor cortex of resting human brain using echo-planar MRI, Magn Reson Med, 34, 537, 10.1002/mrm.1910340409 Raichle, 2010, Two views of brain function, Trends Cogn Sci, 14, 180, 10.1016/j.tics.2010.01.008 Raichle, 2001, A default mode of brain function, Proc Natl Acad Sci U S A, 98, 676, 10.1073/pnas.98.2.676 Greicius, 2003, Functional connectivity in the resting brain: A network analysis of the default mode hypothesis, Proc Natl Acad Sci U S A, 100, 253, 10.1073/pnas.0135058100 Fox, 2005, The human brain is intrinsically organized into dynamic, anticorrelated functional networks, Proc Natl Acad Sci U S A, 102, 9673, 10.1073/pnas.0504136102 Gusnard, 2001, Medial prefrontal cortex and self-referential mental activity: Relation to a default mode of brain function, Proc Natl Acad Sci U S A, 98, 4259, 10.1073/pnas.071043098 Hampson, 2006, Brain connectivity related to working memory performance, J Neurosci, 26, 13338, 10.1523/JNEUROSCI.3408-06.2006 Mayer, 2011, Functional connectivity in mild traumatic brain injury, Hum Brain Mapp, 32, 1825, 10.1002/hbm.21151 Sours, 2013, Default mode network interference in mild traumatic brain injury - a pilot resting state study, Brain Res, 1537, 201, 10.1016/j.brainres.2013.08.034 Sours, 2015, Investigation of multiple frequency ranges using discrete wavelet decomposition of resting state functional connectivity in mild traumatic brain injury patients, Brain Connect, 5, 442, 10.1089/brain.2014.0333 Greicius, 2007, Resting-state functional connectivity in major depression: Abnormally increased contributions from subgenual cingulate cortex and thalamus, Biol Psychiatry, 62, 429, 10.1016/j.biopsych.2006.09.020 Folstein, 1975, “Mini-mental state”. A practical method for grading the cognitive state of patients for the clinician, J Psychiatr Res, 12, 189, 10.1016/0022-3956(75)90026-6 Cox, 1996, AFNI: Software for analysis and visualization of functional magentic resonance neuroimages, Comput Biomed Res, 29, 162, 10.1006/cbmr.1996.0014 SPM8 Statistical parametrice mapping. Wellcome Department of Imaging Neuroscience, University College London, UK. Langenjijk, 2013, Selection of patients for radiotherapy with protons aiming at reduction of side effects: the model-based approach, Radiother Oncol, 107, 267, 10.1016/j.radonc.2013.05.007 Tallet, 2012, Neurocognitive function impairment after whole brain radiotherapy for brain metastases: actual assessment, Radiat Oncol, 7, 77, 10.1186/1748-717X-7-77 Gondi, 2010, Why avoid the hippocampus? A comprehensive review, Radiother Oncol, 97, 370, 10.1016/j.radonc.2010.09.013 Kazda, 2014, Why and how to spare the hippocampus during brain radiotherapy: the developing role of hippocampal avoidance in cranial radiotherapy, Radiat Oncol, 9, 139, 10.1186/1748-717X-9-139 Gondi, 2010, Hippocampal-sparing whole brain radiotherapy: A “How-To” technique, utilizing helical tomotherapy and LINAC-based intensity modulated radiotherapy, Int J Radiat Oncol Biol Phys, 78, 1244, 10.1016/j.ijrobp.2010.01.039 Gondi, 2014, Preservation of memory with conformal avoidance of the hippocampal neural stem-cell compartment during whole-brain radiotherapy for brain metastases (RTOG 0933): A phase II multi-institutional trial, J Clin Oncol, 32, 3810, 10.1200/JCO.2014.57.2909 Suh, 2014, Hippocampal-avoidance whole-brain radiation therapy: A new standard for patients with brain metastases?, J Clin Oncol, 32, 3789, 10.1200/JCO.2014.58.4367 Huijbers, 2011, The hippocampus is coupled with the default network during memory retrieval but not during memory encoding, PLoS One, 6, e17463, 10.1371/journal.pone.0017463 Fink, 2015, Multimodality Brain Tumor Imaging: MR Imaging, PET, and PET/MR Imaging, J Nucl Med, 56, 1554, 10.2967/jnumed.113.131516 Beetz, 2012, Development of NTCP models for head and neck cancer patients treated with three-dimensional conformal radiotherapy for xerostomia and sticky saliva: The role of dosimetric and clinical factors, Radiother Oncol, 105, 86, 10.1016/j.radonc.2011.05.010 Christianen, 2012, Predictive modelling for swallowing dysfunction after primary (chemo)radiation: Results of a prospective observational study, Radiother Oncol, 105, 107, 10.1016/j.radonc.2011.08.009 Christianen, 2016, Swallowing sparing intensity modulated radiotherapy (SW-IMRT) in head and neck cancer: Clinical validation according to the model-based approach, Radiother Oncol, 118, 298, 10.1016/j.radonc.2015.11.009 Boomsma, 2012, A prospective cohort study on radiation-induced hypothyroidism: Development of an NTCP model, Int J Radiat Oncol Biol Phys, 84, e351, 10.1016/j.ijrobp.2012.05.020 Schaake, 2016, Normal tissue complication probability (NTCP) models for late rectal bleeding, stool frequency and fecal incontinence after radiotherapy in prostate cancer patients, Radiother Oncol, 119, 381, 10.1016/j.radonc.2016.04.005