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Tsang DS, Tsui G, Santiago AT, Keller H, Purdie T, Mcintosh C, Bauman G, La Macchia N, Parent A, Dama H, Ahmed S, Laperriere N, Millar BA, Liu V, Hodgson DC. A Prospective Study of Machine Learning-Assisted Radiation Therapy Planning for Patients Receiving 54 Gy to the Brain. Int J Radiat Oncol Biol Phys 2024; 119:1429-1436. [PMID: 38432285 DOI: 10.1016/j.ijrobp.2024.02.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 01/11/2024] [Accepted: 02/10/2024] [Indexed: 03/05/2024]
Abstract
PURPOSE The capacity for machine learning (ML) to facilitate radiation therapy (RT) planning for primary brain tumors has not been described. We evaluated ML-assisted RT planning with regard to clinical acceptability, dosimetric outcomes, and planning efficiency for adults and children with primary brain tumors. METHODS AND MATERIALS In this prospective study, children and adults receiving 54 Gy fractionated RT for a primary brain tumor were enrolled. For each patient, one ML-assisted RT plan was created and compared with 1 or 2 plans created using standard ("manual") planning procedures. Plans were evaluated by the treating oncologist, who was blinded to the method of plan creation. The primary endpoint was the proportion of ML plans that were clinically acceptable for treatment. Secondary endpoints included the frequency with which ML plans were selected as preferable for treatment, and dosimetric differences between ML and manual plans. RESULTS A total of 116 manual plans and 61 ML plans were evaluated across 61 patients. Ninety-four percent of ML plans and 93% of manual plans were judged to be clinically acceptable (P = 1.0). Overall, the quality of ML plans was similar to manual plans. ML plans comprised 34.5% of all plans evaluated and were selected for treatment in 36.1% of cases (P = .82). Similar tumor target coverage was achieved between both planning methods. Normal brain (brain minus planning target volume) received an average of 1 Gy less mean dose with ML plans (compared with manual plans, P < .001). ML plans required an average of 45.8 minutes less time to create, compared with manual plans (P < .001). CONCLUSIONS ML-assisted automated planning creates high-quality plans for patients with brain tumors, including children. Plans created with ML assistance delivered slightly less dose to normal brain tissues and can be designed in less time.
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Affiliation(s)
- Derek S Tsang
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.
| | - Grace Tsui
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Anna T Santiago
- Department of Biostatistics, University Health Network, Toronto, Ontario, Canada
| | - Harald Keller
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Thomas Purdie
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Techna Institute, University Health Network, Toronto, Ontario, Canada
| | - Chris Mcintosh
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada; Techna Institute, University Health Network, Toronto, Ontario, Canada
| | - Glenn Bauman
- London Regional Cancer Program, London, Ontario, Canada
| | - Nancy La Macchia
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Amy Parent
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Hitesh Dama
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Sameera Ahmed
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Normand Laperriere
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Barbara-Ann Millar
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Valerie Liu
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - David C Hodgson
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
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Khan Q, Bowar B, Ismael H, Gainey J, Myers B, Dlouhy B, Hyer D, Grafft A, Khan M, Buatti JM, Kozak MM. Modern Radiation Treatment Planning Parameters and Outcomes in Pediatric Tectal Gliomas. Adv Radiat Oncol 2024; 9:101440. [PMID: 38778828 PMCID: PMC11110028 DOI: 10.1016/j.adro.2024.101440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 12/22/2023] [Indexed: 05/25/2024] Open
Abstract
Purpose Pediatric low-grade tectal gliomas are rare, indolent tumors of the brain stem. We reviewed outcomes of pediatric patients who received a diagnosis of low-grade tectal gliomas and report dosimetric parameters for those receiving radiation therapy (RT). Methods and Materials We retrospectively reviewed all pediatric patients (age <18 years) at our institution diagnosed with a low-grade glioma between 1993 and 2020 (n = 288). Twenty-three patients with tectal gliomas were identified. Patients who received RT (n = 8) had detailed dosimetric analyses performed. Doses to critical structures and any resulting toxicities were reviewed. Minimum follow-up was 2 years and complete follow-up was available for all patients. Results Twenty-three patients, with a median age of 8.9 years, were included (range, 0.5-16.2 years). At a median follow-up of 7.4 years (range, 2-24 years), all were alive at the end of the study period. Three patients (13%) were treated with upfront RT; none of these patients developed local failure (LF) after a median follow-up of 10.6 years. One patient was treated with upfront chemotherapy with no evidence of progression afterward. Nineteen patients were initially observed after diagnosis and 26% of them (n = 5) experienced local progression. All 5 were treated with salvage RT, with 1 patient requiring further treatment with chemotherapy. Fractionation schedules for patients undergoing upfront or salvage RT included 50.4 Gy in 28 fractions (n = 4), 54 Gy in 30 fractions (n = 2), and 51 Gy in 30 fractions (n = 2). For patients treated after 2007, the gross tumor volume was delineated on a T2 magnetic resonance imaging with an average gross tumor volume-to-planning target volume expansion of 4.5 mm (range, 3-5 mm). Detailed dosimetric parameters were available for all patients treated with RT. Conclusions Our review supports the indolent behavior for most tectal gliomas. For the subset of tumors with evidence of progression, modern photon RT results in excellent oncologic outcomes with minimal late effects.
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Affiliation(s)
- Qateeb Khan
- Department of Radiation Oncology, University of Iowa Hospitals and Clinics, Iowa City, Iowa
| | - Breann Bowar
- Department of Radiation Oncology, University of Iowa Hospitals and Clinics, Iowa City, Iowa
| | - Heba Ismael
- Department of Radiation Oncology, University of Iowa Hospitals and Clinics, Iowa City, Iowa
| | - Jordan Gainey
- Department of Radiation Oncology, University of Iowa Hospitals and Clinics, Iowa City, Iowa
| | - Bryn Myers
- Department of Radiation Oncology, University of Iowa Hospitals and Clinics, Iowa City, Iowa
| | - Brian Dlouhy
- Department of Neurosurgery, University of Iowa Hospitals and Clinics, Iowa City, Iowa
| | - Daniel Hyer
- Department of Radiation Oncology, University of Iowa Hospitals and Clinics, Iowa City, Iowa
| | - Amanda Grafft
- Stead Family Department of Pediatrics, University of Iowa Hospital and Clinics, Iowa City, Iowa
| | | | - John M. Buatti
- Department of Radiation Oncology, University of Iowa Hospitals and Clinics, Iowa City, Iowa
- Department of Neurosurgery, University of Iowa Hospitals and Clinics, Iowa City, Iowa
| | - Margaret M. Kozak
- Department of Radiation Oncology, University of Iowa Hospitals and Clinics, Iowa City, Iowa
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Li MP, Yeo A, Gunewardena R, Drum G, Wiltshire K, Phillips C, Sia J, Wheeler G, Hall L. Is proton beam therapy always better than photon irradiation? Lessons from two cases. J Med Radiat Sci 2024; 71 Suppl 2:90-98. [PMID: 38504608 PMCID: PMC11011607 DOI: 10.1002/jmrs.773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Accepted: 02/07/2024] [Indexed: 03/21/2024] Open
Abstract
Proton beam therapy (PBT) is increasingly used to treat cancers, especially in the paediatric and adolescent and young adult (AYA) population. As PBT becomes more accessible, determining when PBT should be used instead of photon irradiation can be difficult. There is a need to balance patient, tumour and treatment factors when making this decision. Comparing the dosimetry between these two modalities plays an important role in this process. PBT can reduce low to intermediate doses to organs at risk (OAR), but photon irradiation has its dosimetric advantages. We present two cases with brain tumours, one paediatric and one AYA, in which treatment plan comparison between photons and protons showed dosimetric advantages of photon irradiation. The first case was an 18-month-old child diagnosed with posterior fossa ependymoma requiring adjuvant radiotherapy. Photon irradiation using volumetric modulated arc therapy (VMAT) had lower doses to the hippocampi but higher doses to the pituitary gland. The second case was a 21-year-old with an optic pathway glioma. There was better sparing of the critical optic structures and pituitary gland using fractionated stereotactic radiation therapy over PBT. The dosimetric advantages of photon irradiation over PBT have been demonstrated in these cases. This highlights the role of proton-to-photon comparative treatment planning to better understand which patients might benefit from photon irradiation versus PBT.
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Affiliation(s)
- Michelle P Li
- Peter MacCallum Cancer CentreMelbourneVictoriaAustralia
- Sir Peter MacCallum Department of OncologyUniversity of MelbourneMelbourneVictoriaAustralia
| | - Adam Yeo
- Peter MacCallum Cancer CentreMelbourneVictoriaAustralia
- Sir Peter MacCallum Department of OncologyUniversity of MelbourneMelbourneVictoriaAustralia
- School of Applied ScienceRMIT UniversityMelbourneVictoriaAustralia
| | | | | | - Kirsty Wiltshire
- Peter MacCallum Cancer CentreMelbourneVictoriaAustralia
- Sir Peter MacCallum Department of OncologyUniversity of MelbourneMelbourneVictoriaAustralia
| | - Claire Phillips
- Peter MacCallum Cancer CentreMelbourneVictoriaAustralia
- Sir Peter MacCallum Department of OncologyUniversity of MelbourneMelbourneVictoriaAustralia
| | - Joseph Sia
- Peter MacCallum Cancer CentreMelbourneVictoriaAustralia
- Sir Peter MacCallum Department of OncologyUniversity of MelbourneMelbourneVictoriaAustralia
| | - Greg Wheeler
- Peter MacCallum Cancer CentreMelbourneVictoriaAustralia
- Sir Peter MacCallum Department of OncologyUniversity of MelbourneMelbourneVictoriaAustralia
| | - Lisa Hall
- Peter MacCallum Cancer CentreMelbourneVictoriaAustralia
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Tseng CL, Zeng KL, Mellon EA, Soltys SG, Ruschin M, Lau AZ, Lutsik NS, Chan RW, Detsky J, Stewart J, Maralani PJ, Sahgal A. Evolving concepts in margin strategies and adaptive radiotherapy for glioblastoma: A new future is on the horizon. Neuro Oncol 2024; 26:S3-S16. [PMID: 38437669 PMCID: PMC10911794 DOI: 10.1093/neuonc/noad258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2024] Open
Abstract
Chemoradiotherapy is the standard treatment after maximal safe resection for glioblastoma (GBM). Despite advances in molecular profiling, surgical techniques, and neuro-imaging, there have been no major breakthroughs in radiotherapy (RT) volumes in decades. Although the majority of recurrences occur within the original gross tumor volume (GTV), treatment of a clinical target volume (CTV) ranging from 1.5 to 3.0 cm beyond the GTV remains the standard of care. Over the past 15 years, the incorporation of standard and functional MRI sequences into the treatment workflow has become a routine practice with increasing adoption of MR simulators, and new integrated MR-Linac technologies allowing for daily pre-, intra- and post-treatment MR imaging. There is now unprecedented ability to understand the tumor dynamics and biology of GBM during RT, and safe CTV margin reduction is being investigated with the goal of improving the therapeutic ratio. The purpose of this review is to discuss margin strategies and the potential for adaptive RT for GBM, with a focus on the challenges and opportunities associated with both online and offline adaptive workflows. Lastly, opportunities to biologically guide adaptive RT using non-invasive imaging biomarkers and the potential to define appropriate volumes for dose modification will be discussed.
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Affiliation(s)
- Chia-Lin Tseng
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - K Liang Zeng
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
- Department of Radiation Oncology, Simcoe Muskoka Regional Cancer Program, Royal Victoria Regional Health Centre, University of Toronto, Toronto, Ontario, Canada
| | - Eric A Mellon
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, Florida, USA
| | - Scott G Soltys
- Department of Radiation Oncology, Stanford University, Stanford, California, USA
| | - Mark Ruschin
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Angus Z Lau
- Physical Sciences, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Natalia S Lutsik
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, Miller School of Medicine, University of Miami, Miami, Florida, USA
| | - Rachel W Chan
- Physical Sciences, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Jay Detsky
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - James Stewart
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Pejman J Maralani
- Department of Medical Imaging, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Arjun Sahgal
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
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Pospisil P, Hynkova L, Hnidakova L, Maistryszinova J, Slampa P, Kazda T. Unilateral hippocampal sparing during whole brain radiotherapy for multiple brain metastases: narrative and critical review. Front Oncol 2024; 14:1298605. [PMID: 38327742 PMCID: PMC10847587 DOI: 10.3389/fonc.2024.1298605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 01/08/2024] [Indexed: 02/09/2024] Open
Abstract
Background The landscape of brain metastases radiotherapy is evolving, with a shift away from whole-brain radiotherapy (WBRT) toward targeted stereotactic approaches aimed at preserving neurocognitive functions and maintaining overall quality of life. For patients with multiple metastases, especially in cases where targeted radiotherapy is no longer feasible due to widespread dissemination, the concept of hippocampal sparing radiotherapy (HA_WBRT) gains prominence. Methods In this narrative review we explore the role of the hippocampi in memory formation and the implications of their postradiotherapy lateral damage. We also consider the potential advantages of selectively sparing one hippocampus during whole-brain radiotherapy (WBRT). Additionally, by systematic evaluation of relevant papers published on PubMed database over last 20 years, we provide a comprehensive overview of the various changes that can occur in the left or right hippocampus as a consequence of radiotherapy. Results While it is important to note that various neurocognitive functions are interconnected throughout the brain, we can discern certain specialized roles of the hippocampi. The left hippocampus appears to play a predominant role in verbal memory, whereas the right hippocampus is associated more with visuospatial memory. Additionally, the anterior part of the hippocampus is more involved in episodic memory and emotional processing, while the posterior part is primarily responsible for spatial memory and pattern separation. Notably, a substantial body of evidence demonstrates a significant correlation between post-radiotherapy changes in the left hippocampus and subsequent cognitive decline in patients. Conclusion In the context of individualized palliative radiotherapy, sparing the unilateral (specifically, the left, which is dominant in most individuals) hippocampus could expand the repertoire of strategies available for adapted WBRT in cases involving multiple brain metastases where stereotactic radiotherapy is not a viable option. Prospective ongoing studies assessing various memory-sparing radiotherapy techniques will define new standard of radiotherapy care of patients with multiple brain metastases.
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Affiliation(s)
- Petr Pospisil
- Department of Radiation Oncology, Masaryk Memorial Cancer Institute, Brno, Czechia
- Department of Radiation Oncology, Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Ludmila Hynkova
- Department of Radiation Oncology, Masaryk Memorial Cancer Institute, Brno, Czechia
- Department of Radiation Oncology, Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Lucie Hnidakova
- Department of Radiation Oncology, Masaryk Memorial Cancer Institute, Brno, Czechia
- Department of Radiation Oncology, Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Jana Maistryszinova
- Department of Radiation Oncology, Masaryk Memorial Cancer Institute, Brno, Czechia
- Department of Radiation Oncology, Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Pavel Slampa
- Department of Radiation Oncology, Masaryk Memorial Cancer Institute, Brno, Czechia
- Department of Radiation Oncology, Faculty of Medicine, Masaryk University, Brno, Czechia
| | - Tomas Kazda
- Department of Radiation Oncology, Masaryk Memorial Cancer Institute, Brno, Czechia
- Department of Radiation Oncology, Faculty of Medicine, Masaryk University, Brno, Czechia
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6
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Chang L, Patel PP, Zhang Y, Cohen A, Cohen K, Jacobson L, Ladra M, Peterson RK, Acharya S. Impact of socioeconomic status and chemotherapy on neurocognitive performance in children with brain tumors. Neurooncol Pract 2023; 10:576-585. [PMID: 38009122 PMCID: PMC10666804 DOI: 10.1093/nop/npad049] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2023] Open
Abstract
Background Although the relationship between radiation and neurocognition has been extensively studied in the pediatric brain tumor population, it is increasingly recognized that neurocognitive impairment is multifactorial. Therefore, we quantified the effect of socioeconomic status (SES) and chemotherapy on neurocognitive impairment and decline post-treatment. Methods Eligible patients included those diagnosed with a brain tumor at < 22 years of age with ≥1 neurocognitive assessment. Neurocognitive impairment was defined as performance 1.5 standard deviations below the normative mean using age-standardized measures of intellectual function. Neurocognitive decline was defined as a negative slope. Neurocognitive outcomes included Wechsler indices of Full-Scale Intelligence Quotient (IQ). Logistic regression identified variables associated with neurocognitive impairment. Longitudinal data was analyzed using linear mixed models. Results Eligible patients (n = 152, median age at diagnosis = 9.6 years) had a mean neurocognitive follow-up of 50.2 months. After accounting for age and receipt of craniospinal irradiation, patients with public insurance had 8-fold increased odds of impaired IQ compared to private insurance (odds ratio [OR]: 7.59, P < .001). After accounting for age, change in IQ was associated with chemotherapy use (slope: -0.45 points/year with chemotherapy vs. 0.71 points/year without chemotherapy, P = .012). Conclusions Public insurance, an indicator of low SES, was associated with post-treatment impairment in IQ, highlighting the need to incorporate SES measures into prospective studies. Chemotherapy was associated with change in IQ. Further work is needed to determine whether impairment associated with low SES is secondary to baseline differences in IQ prior to brain tumor diagnosis, brain tumor/therapy itself, or some combination thereof.
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Affiliation(s)
- Leslie Chang
- Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Palak P Patel
- Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Yifan Zhang
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Alan Cohen
- Department of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Kenneth Cohen
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Lisa Jacobson
- Department of Neuropsychology, Kennedy Krieger Institute, Baltimore, Maryland, USA
- Department of Psychiatry and Behavioral Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Matthew Ladra
- Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Rachel K Peterson
- Department of Neuropsychology, Kennedy Krieger Institute, Baltimore, Maryland, USA
- Department of Psychiatry and Behavioral Science, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Sahaja Acharya
- Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Connor M, Salans M, Karunamuni R, Unnikrishnan S, Huynh-Le MP, Tibbs M, Qian A, Reyes A, Stasenko A, McDonald C, Moiseenko V, El-Naqa I, Hattangadi-Gluth JA. Fine Motor Skill Decline After Brain Radiation Therapy-A Multivariate Normal Tissue Complication Probability Study of a Prospective Trial. Int J Radiat Oncol Biol Phys 2023; 117:581-593. [PMID: 37150258 PMCID: PMC10911396 DOI: 10.1016/j.ijrobp.2023.04.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 03/20/2023] [Accepted: 04/29/2023] [Indexed: 05/09/2023]
Abstract
PURPOSE Brain radiation therapy can impair fine motor skills (FMS). Fine motor skills are essential for activities of daily living, enabling hand-eye coordination for manipulative movements. We developed normal tissue complication probability (NTCP) models for the decline in FMS after fractionated brain radiation therapy (RT). METHODS AND MATERIALS On a prospective trial, 44 patients with primary brain tumors received fractioned RT; underwent high-resolution volumetric magnetic resonance imaging, diffusion tensor imaging, and comprehensive FMS assessments (Delis-Kaplan Executive Function System Trail Making Test Motor Speed [DKEFS-MS]; and Grooved Pegboard dominant/nondominant hands) at baseline and 6 months postRT. Regions of interest subserving motor function (including cortex, superficial white matter, thalamus, basal ganglia, cerebellum, and white matter tracts) were autosegmented using validated methods and manually verified. Dosimetric and clinical variables were included in multivariate NTCP models using automated bootstrapped logistic regression, least absolute shrinkage and selection operator logistic regression, and random forests with nested cross-validation. RESULTS Half of the patients showed a decline on grooved pegboard test of nondominant hands, 17 of 42 (40.4%) on grooved pegboard test of -dominant hands, and 11 of 44 (25%) on DKEFS-MS. Automated bootstrapped logistic regression selected a 1-term model including maximum dose to dominant postcentral white matter. The least absolute shrinkage and selection operator logistic regression selected this term and steroid use. The top 5 variables in the random forest were all dosimetric: maximum dose to dominant thalamus, mean dose to dominant caudate, mean and maximum dose to the dominant corticospinal tract, and maximum dose to dominant postcentral white matter. This technique performed best with an area under the curve of 0.69 (95% CI, 0.68-0.70) on nested cross-validation. CONCLUSIONS We present the first NTCP models for FMS impairment after brain RT. Dose to several supratentorial motor-associated regions of interest correlated with a decline in dominant-hand fine motor dexterity in patients with primary brain tumors in multivariate models, outperforming clinical variables. These data can guide prospective fine motor-sparing strategies for brain RT.
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Affiliation(s)
- Michael Connor
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, San Diego, California
| | - Mia Salans
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, San Diego, California
| | - Roshan Karunamuni
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, San Diego, California
| | - Soumya Unnikrishnan
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, San Diego, California
| | | | - Michelle Tibbs
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, San Diego, California
| | - Alexander Qian
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, San Diego, California
| | - Anny Reyes
- Department of Psychiatry, University of California San Diego, San Diego, California
| | - Alena Stasenko
- Department of Psychiatry, University of California San Diego, San Diego, California
| | - Carrie McDonald
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, San Diego, California; Department of Psychiatry, University of California San Diego, San Diego, California
| | - Vitali Moiseenko
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, San Diego, California
| | - Issam El-Naqa
- Department of Radiation Oncology, Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Jona A Hattangadi-Gluth
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, San Diego, California.
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Dowling AV, Seitzman BA, Mitchell TJ, Olufawo M, Dierker DL, Anandarajah H, Dworetsky A, McMichael A, Jiang C, Barbour DL, Schlaggar BL, Limbrick DD, Strahle JM, Rubin JB, Shimony JS, Perkins SM. Cognition and Brain System Segregation in Pediatric Brain Tumor Patients Treated with Proton Therapy. Int J Part Ther 2023; 10:32-42. [PMID: 37823016 PMCID: PMC10563667 DOI: 10.14338/ijpt-22-00039.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 04/18/2023] [Indexed: 10/13/2023] Open
Abstract
Purpose Pediatric brain tumor patients often experience significant cognitive sequelae. Resting-state functional MRI (rsfMRI) provides a measure of brain network organization, and we hypothesize that pediatric brain tumor patients treated with proton therapy will demonstrate abnormal brain network architecture related to cognitive outcome and radiation dosimetry. Participants and Methods Pediatric brain tumor patients treated with proton therapy were enrolled on a prospective study of cognitive assessment using the NIH Toolbox Cognitive Domain. rsfMRI was obtained in participants able to complete unsedated MRI. Brain system segregation (BSS), a measure of brain network architecture, was calculated for the whole brain, the high-level cognition association systems, and the sensory-motor systems. Results Twenty-six participants were enrolled in the study for cognitive assessment, and 18 completed rsfMRI. There were baseline cognitive deficits in attention and inhibition and processing speed prior to radiation with worsening performance over time in multiple domains. Average BSS across the whole brain was significantly decreased in participants compared with healthy controls (1.089 and 1.101, respectively; P = 0.001). Average segregation of association systems was significantly lower in participants than in controls (P < 0.001) while there was no difference in the sensory motor networks (P = 0.70). Right hippocampus dose was associated with worse attention and inhibition (P < 0.05) and decreased segregation in the dorsal attention network (P < 0.05). Conclusion Higher mean dose to the right hippocampus correlated with worse dorsal attention network segregation and worse attention and inhibition cognitive performance. Patients demonstrated alterations in brain network organization of association systems measured with rsfMRI; however, somatosensory system segregation was no different from healthy children. Further work with preradiation rsfMRI is needed to assess the effects of surgery and presence of a tumor on brain network architecture.
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Affiliation(s)
- Anna V. Dowling
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO, USA
| | - Benjamin A. Seitzman
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO, USA
| | - Timothy J. Mitchell
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO, USA
| | - Michael Olufawo
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO, USA
| | - Donna L. Dierker
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Hari Anandarajah
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
| | - Ally Dworetsky
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Alana McMichael
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Catherine Jiang
- Department of Biomedical Engineering, Washington University School of Medicine, St. Louis, MO, USA
| | - Dennis L. Barbour
- Department of Biomedical Engineering, Washington University School of Medicine, St. Louis, MO, USA
| | | | - David D. Limbrick
- Department of Neurological Surgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Jennifer M. Strahle
- Department of Neurological Surgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Joshua B. Rubin
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, USA
- Department of Neuroscience, Washington University School of Medicine, St. Louis, MO, USA
| | - Joshua S. Shimony
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Stephanie M. Perkins
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO, USA
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Weller M, Le Rhun E, Van den Bent M, Chang SM, Cloughesy TF, Goldbrunner R, Hong YK, Jalali R, Jenkinson MD, Minniti G, Nagane M, Razis E, Roth P, Rudà R, Tabatabai G, Wen PY, Short SC, Preusser M. Diagnosis and management of complications from the treatment of primary central nervous system tumors in adults. Neuro Oncol 2023; 25:1200-1224. [PMID: 36843451 PMCID: PMC10326495 DOI: 10.1093/neuonc/noad038] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Indexed: 02/28/2023] Open
Abstract
Central nervous system (CNS) tumor patients commonly undergo multimodality treatment in the course of their disease. Adverse effects and complications from these interventions have not been systematically studied, but pose significant challenges in clinical practice and impact function and quality of life, especially in the management of long-term brain tumor survivors. Here, the European Association of Neuro-Oncology (EANO) has developed recommendations to prevent, diagnose, and manage adverse effects and complications in the adult primary brain CNS tumor (except lymphomas) patient population with a specific focus on surgery, radiotherapy, and pharmacotherapy. Specifically, we also provide recommendations for dose adaptations, interruptions, and reexposure for pharmacotherapy that may serve as a reference for the management of standard of care in clinical trials. We also summarize which interventions are unnecessary, inactive or contraindicated. This consensus paper should serve as a reference for the conduct of standard therapy within and outside of clinical trials.
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Affiliation(s)
- Michael Weller
- Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland
| | - Emilie Le Rhun
- Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland
- Department of Neurosurgery, Clinical Neuroscience Center, University Hospital and University of Zurich, Zurich, Switzerland
| | - Martin Van den Bent
- The Brain Tumour Center at the Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Susan M Chang
- Department of Neurological Surgery, University of California, San Francisco, California, USA
| | - Timothy F Cloughesy
- Department of Neurology, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Roland Goldbrunner
- Center of Neurosurgery, Department of General Neurosurgery, University of Cologne, Cologne, Germany
| | - Yong-Kil Hong
- Brain Tumor Center, Hallym University Sacred Heart Hospital, Anyang, South Korea
| | - Rakesh Jalali
- Neuro Oncology Cancer Management Team, Apollo Proton Cancer Centre, Chennai, India
| | - Michael D Jenkinson
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust & University of Liverpool, Liverpool, UK
| | - Giuseppe Minniti
- Department of Medicine, Surgery and Neurosciences, University of Siena, Policlinico Le Scotte, Siena, Italy
- IRCCS Neuromed, Pozzilli, IS, Italy
| | - Motoo Nagane
- Department of Neurosurgery, Kyorin University Faculty of Medicine, Tokyo, Japan
| | - Evangelia Razis
- Third Department of Medical Oncology, Hygeia Hospital, Marousi, Athens, Greece
| | - Patrick Roth
- Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland
| | - Roberta Rudà
- Division of Neuro-Oncology, Department of Neuroscience, City of Health and Science and University of Turin, Turin, Italy
| | - Ghazaleh Tabatabai
- Department of Neurology & Neuro-Oncology, Hertie Institute for Clinical Brain Research, Center for Neurooncology, Comprehensive Cancer Center, German Cancer Consortium (DKTK), Partner site Tübingen, University Hospital Tübingen, Eberhard Karls University Tübingen, Tübingen, Germany
| | - Patrick Y Wen
- Center for Neuro-oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts, USA
| | - Susan C Short
- Leeds Institute of Medical Research, University of Leeds, Leeds, UK
- Department of Clinical Oncology, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Matthias Preusser
- Division of Oncology, Department of Medicine 1, Medical University, Vienna, Austria
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10
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Mash LE, Kahalley LS, Raghubar KP, Goodrich-Hunsaker NJ, Abildskov TJ, De Leon LA, MacLeod M, Stancel H, Parsons K, Biekman B, Desai NK, Grosshans DR, Paulino AC, Chu ZD, Whitehead WE, Okcu MF, Chintagumpala M, Wilde EA. Cognitive Sparing in Proton versus Photon Radiotherapy for Pediatric Brain Tumor Is Associated with White Matter Integrity: An Exploratory Study. Cancers (Basel) 2023; 15:cancers15061844. [PMID: 36980730 PMCID: PMC10047305 DOI: 10.3390/cancers15061844] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 02/28/2023] [Accepted: 03/06/2023] [Indexed: 03/30/2023] Open
Abstract
Radiotherapy for pediatric brain tumors is associated with reduced white matter structural integrity and neurocognitive decline. Superior cognitive outcomes have been reported following proton radiotherapy (PRT) compared to photon radiotherapy (XRT), presumably due to improved sparing of normal brain tissue. This exploratory study examined the relationship between white matter change and late cognitive effects in pediatric brain tumor survivors treated with XRT versus PRT. Pediatric brain tumor survivors treated with XRT (n = 10) or PRT (n = 12) underwent neuropsychological testing and diffusion weighted imaging >7 years post-radiotherapy. A healthy comparison group (n = 23) was also recruited. Participants completed age-appropriate measures of intellectual functioning, visual-motor integration, and motor coordination. Tractography was conducted using automated fiber quantification (AFQ). Fractional anisotropy (FA), axial diffusivity (AD), and radial diffusivity (RD) were extracted from 12 tracts of interest. Overall, both white matter integrity (FA) and neuropsychological performance were lower in XRT patients while PRT patients were similar to healthy control participants with respect to both FA and cognitive functioning. These findings support improved long-term outcomes in PRT versus XRT. This exploratory study is the first to directly support for white matter integrity as a mechanism of cognitive sparing in PRT.
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Affiliation(s)
- Lisa E Mash
- Department of Pediatrics, Division of Psychology, Baylor College of Medicine, Houston, TX 77030, USA
- Psychology Service, Texas Children's Hospital, Houston, TX 77030, USA
| | - Lisa S Kahalley
- Department of Pediatrics, Division of Psychology, Baylor College of Medicine, Houston, TX 77030, USA
- Texas Children's Cancer and Hematology Centers, Texas Children's Hospital, Houston, TX 77030, USA
| | - Kimberly P Raghubar
- Department of Pediatrics, Division of Psychology, Baylor College of Medicine, Houston, TX 77030, USA
- Psychology Service, Texas Children's Hospital, Houston, TX 77030, USA
| | | | - Tracy J Abildskov
- Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT 84132, USA
| | - Luz A De Leon
- Department of Pediatrics, Division of Psychology, Baylor College of Medicine, Houston, TX 77030, USA
- Psychology Service, Texas Children's Hospital, Houston, TX 77030, USA
| | - Marianne MacLeod
- Department of Pediatrics, Division of Psychology, Baylor College of Medicine, Houston, TX 77030, USA
- Psychology Service, Texas Children's Hospital, Houston, TX 77030, USA
| | - Heather Stancel
- Department of Pediatrics, Division of Psychology, Baylor College of Medicine, Houston, TX 77030, USA
- Psychology Service, Texas Children's Hospital, Houston, TX 77030, USA
| | - Kelley Parsons
- Department of Pediatrics, Division of Psychology, Baylor College of Medicine, Houston, TX 77030, USA
- Psychology Service, Texas Children's Hospital, Houston, TX 77030, USA
| | - Brian Biekman
- Department of Psychology, University of Houston, Houston, TX 77204, USA
| | - Nilesh K Desai
- Department of Radiology, Division of Neuroradiology, Texas Children's Hospital, Houston, TX 77030, USA
- Department of Radiology, Baylor College of Medicine, Houston, TX 77030, USA
| | - David R Grosshans
- Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Arnold C Paulino
- Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Zili D Chu
- Department of Radiology, Division of Neuroradiology, Texas Children's Hospital, Houston, TX 77030, USA
- Department of Radiology, Baylor College of Medicine, Houston, TX 77030, USA
| | - William E Whitehead
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX 77030, USA
| | - Mehmet Fatih Okcu
- Department of Pediatrics, Division of Hematology Oncology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Murali Chintagumpala
- Department of Pediatrics, Division of Hematology Oncology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Elisabeth A Wilde
- Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT 84132, USA
- Department of Pediatrics, Division of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX 77030, USA
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11
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Baliga S, Adams JA, Bajaj BVM, Van Benthuysen L, Daartz J, Gallotto SL, Lewy JR, DeNunzio N, Weyman EA, Lawell MP, Palmer JD, Yeap BY, Ebb DH, Huang MS, Perry AF, MacDonald SM, Jones RM, Tarbell NJ, Yock TI. Patterns of failure in pediatric medulloblastoma and implications for hippocampal sparing. Cancer 2023; 129:764-770. [PMID: 36504293 PMCID: PMC10107770 DOI: 10.1002/cncr.34574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 10/04/2022] [Accepted: 10/10/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Hippocampal avoidance (HA) has been shown to preserve cognitive function in adult patients with cancer treated with whole-brain radiation therapy for brain metastases. However, the feasibility of HA in pediatric patients with brain tumors has not been explored because of concerns of increased risk of relapse in the peri-hippocampal region. Our aim was to determine patterns of recurrence and incidence of peri-hippocampal relapse in pediatric patients with medulloblastoma (MB). METHODS AND MATERIALS We identified pediatric patients with MB treated with protons between 2002 and 2016 and who had recurrent disease. To estimate the risk of peri-hippocampal recurrence, three hippocampal zones (HZs) were delineated corresponding to ≤5 mm (HZ-1), 6 to 10 mm (HZ-2), and >10 mm (HZ-3) distance of the recurrence from the contoured hippocampi. To determine the feasibility of HA, three standard-risk patients with MB were planned using either volumetric-modulated arc therapy (VMAT) or intensity-modulated proton therapy (IMPT) plans. RESULTS Thirty-eight patients developed a recurrence at a median of 1.6 years. Of the 25 patients who had magnetic resonance imaging of the recurrence, no patients failed within the hippocampus and only two patients failed within HZ-1. The crude incidence of peri-hippocampal failure was 8%. Both HA-VMAT and HA-IMPT plans were associated with significantly reduced mean dose to the hippocampi (p < .05). HA-VMAT and HA-IMPT plans were associated with decreased percentage of the third and lateral ventricles receiving the prescription craniospinal dose of 23.4 Gy. CONCLUSIONS Peri-hippocampal failures are uncommon in pediatric patients with MB. Hippocampal avoidance should be evaluated in a prospective cohort of pediatric patients with MB. PLAIN LANGUAGE SUMMARY In this study, the patterns of disease recurrence in patients with a pediatric brain tumor known as medulloblastoma treated with proton radiotherapy were examined. The majority of failures occur outside of an important structure related to memory formation called the hippocampus. Hippocampal sparing radiation plans using proton radiotherapy were generated and showed that dose to the hippocampus was able to be significantly reduced. The study provides the rationale to explore hippocampal sparing in pediatric medulloblastoma in a prospective clinical trial.
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Affiliation(s)
- Sujith Baliga
- Department of Radiation Oncology, Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Judith A Adams
- Department of Radiation Oncology, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts, USA
| | - Benjamin V M Bajaj
- Department of Radiation Oncology, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts, USA
| | - Liam Van Benthuysen
- Department of Radiation Oncology, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts, USA
| | - Juliane Daartz
- Department of Radiation Oncology, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts, USA
| | - Sara L Gallotto
- Department of Radiation Oncology, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts, USA
| | - Jacqueline R Lewy
- Department of Radiation Oncology, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts, USA
| | - Nicholas DeNunzio
- Department of Radiation Oncology, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts, USA
| | - Elizabeth A Weyman
- Department of Radiation Oncology, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts, USA
| | - Miranda P Lawell
- Department of Radiation Oncology, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts, USA
| | - Joshua D Palmer
- Department of Radiation Oncology, Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Beow Y Yeap
- Department of Radiation Oncology, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts, USA
| | - David H Ebb
- Department of Pediatric Hematology Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Mary S Huang
- Department of Pediatric Hematology Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Alisa F Perry
- Department of Radiation Oncology, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts, USA
| | - Shannon M MacDonald
- Department of Radiation Oncology, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts, USA
| | - Robin M Jones
- Department of Pediatric Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Nancy J Tarbell
- Department of Radiation Oncology, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts, USA
| | - Torunn I Yock
- Department of Radiation Oncology, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts, USA
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12
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Morrison MA, Walter S, Mueller S, Felton E, Jakary A, Stoller S, Molinaro AM, Braunstein SE, Hess CP, Lupo JM. Functional network alterations in young brain tumor patients with radiotherapy-induced memory impairments and vascular injury. Front Neurol 2022; 13:921984. [PMID: 36172034 PMCID: PMC9511024 DOI: 10.3389/fneur.2022.921984] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Accepted: 08/22/2022] [Indexed: 12/05/2022] Open
Abstract
Background Cognitive impairment and cerebral microbleeds (CMBs) are long-term side-effects of cranial radiation therapy (RT). Previously we showed that memory function is disrupted in young patients and that the rate of cognitive decline correlates with CMB development. However, vascular injury alone cannot explain RT-induced cognitive decline. Here we use resting-state functional MRI (rsfMRI) to further investigate the complex mechanisms underlying memory impairment after RT. Methods Nineteen young patients previously treated with or without focal or whole-brain RT for a brain tumor underwent cognitive testing followed by 7T rsfMRI and susceptibility-weighted imaging for CMB detection. Global brain modularity and efficiency, and rsfMRI signal variability within the dorsal attention, salience, and frontoparietal networks were computed. We evaluated whether MR metrics could distinguish age- and sex-matched controls (N = 19) from patients and differentiate patients based on RT exposure and aggressiveness. We also related MR metrics with memory performance, CMB burden, and risk factors for cognitive decline after RT. Results Compared to controls, patients exhibited widespread hyperconnectivity, similar modularity, and significantly increased efficiency (p < 0.001) and network variability (p < 0.001). The most abnormal values were detected in patients treated with high dose whole-brain RT, having supratentorial tumors, and who did not undergo RT but had hydrocephalus. MR metrics and memory performance were correlated (R = 0.34–0.53), though MR metrics were more strongly related to risk factors for cognitive worsening and CMB burden with evidence of functional recovery. Conclusions MR metrics describing brain connectivity and variability represent promising candidate imaging biomarkers for monitoring of long-term cognitive side-effects after RT.
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Affiliation(s)
- Melanie A. Morrison
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States
- *Correspondence: Melanie A. Morrison
| | - Sadie Walter
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States
- College of Osteopathic Medicine, Pacific Northwest University of Health Sciences, Yakima, WA, United States
| | - Sabine Mueller
- Department of Neurology, University of California, San Francisco, San Francisco, CA, United States
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, United States
| | - Erin Felton
- Department of Neurology, University of California, San Francisco, San Francisco, CA, United States
| | - Angela Jakary
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States
| | - Schuyler Stoller
- Department of Neurology, University of California, San Francisco, San Francisco, CA, United States
| | - Annette M. Molinaro
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, United States
- Department of Epidemiology & Biostatistics, University of California, San Francisco, San Francisco, CA, United States
| | - Steve E. Braunstein
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, CA, United States
| | - Christopher P. Hess
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States
- Department of Neurology, University of California, San Francisco, San Francisco, CA, United States
| | - Janine M. Lupo
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States
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13
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Dinkel JG, Lahmer G, Mennecke A, Hock SW, Richter-Schmidinger T, Fietkau R, Distel L, Putz F, Dörfler A, Schmidt MA. Effects of Hippocampal Sparing Radiotherapy on Brain Microstructure-A Diffusion Tensor Imaging Analysis. Brain Sci 2022; 12:brainsci12070879. [PMID: 35884686 PMCID: PMC9312994 DOI: 10.3390/brainsci12070879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 06/28/2022] [Accepted: 06/30/2022] [Indexed: 11/16/2022] Open
Abstract
Hippocampal-sparing radiotherapy (HSR) is a promising approach to alleviate cognitive side effects following cranial radiotherapy. Microstructural brain changes after irradiation have been demonstrated using Diffusion Tensor Imaging (DTI). However, evidence is conflicting for certain parameters and anatomic structures. This study examines the effects of radiation on white matter and hippocampal microstructure using DTI and evaluates whether these may be mitigated using HSR. A total of 35 tumor patients undergoing a prospective randomized controlled trial receiving either conventional or HSR underwent DTI before as well as 6, 12, 18, 24, and 30 (±3) months after radiotherapy. Fractional Anisotropy (FA), Mean Diffusivity (MD), Axial Diffusivity (AD), and Radial Diffusivity (RD) were measured in the hippocampus (CA), temporal, and frontal lobe white matter (TL, FL), and corpus callosum (CC). Longitudinal analysis was performed using linear mixed models. Analysis of the entire patient collective demonstrated an overall FACC decrease and RDCC increase compared to baseline in all follow-ups; ADCC decreased after 6 months, and MDCC increased after 12 months (p ≤ 0.001, 0.001, 0.007, 0.018). ADTL decreased after 24 and 30 months (p ≤ 0.004, 0.009). Hippocampal FA increased after 6 and 12 months, driven by a distinct increase in ADCA and MDCA, with RDCA not increasing until 30 months after radiotherapy (p ≤ 0.011, 0.039, 0.005, 0.040, 0.019). Mean radiation dose correlated positively with hippocampal FA (p < 0.001). These findings may indicate complex pathophysiological changes in cerebral microstructures after radiation, insufficiently explained by conventional DTI models. Hippocampal microstructure differed between patients undergoing HSR and conventional cranial radiotherapy after 6 months with a higher ADCA in the HSR subgroup (p ≤ 0.034).
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Affiliation(s)
- Johannes G. Dinkel
- Neuroradiologisches Institut des Universitätsklinikums Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany; (J.G.D.); (A.M.); (S.W.H.); (A.D.)
| | - Godehard Lahmer
- Strahlenklinik des Universitätsklinikums Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany; (G.L.); (R.F.); (L.D.); (F.P.)
| | - Angelika Mennecke
- Neuroradiologisches Institut des Universitätsklinikums Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany; (J.G.D.); (A.M.); (S.W.H.); (A.D.)
| | - Stefan W. Hock
- Neuroradiologisches Institut des Universitätsklinikums Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany; (J.G.D.); (A.M.); (S.W.H.); (A.D.)
| | - Tanja Richter-Schmidinger
- Psychiatrische und Psychotherapeutische Klinik des Universitätsklinikums Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany;
| | - Rainer Fietkau
- Strahlenklinik des Universitätsklinikums Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany; (G.L.); (R.F.); (L.D.); (F.P.)
| | - Luitpold Distel
- Strahlenklinik des Universitätsklinikums Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany; (G.L.); (R.F.); (L.D.); (F.P.)
| | - Florian Putz
- Strahlenklinik des Universitätsklinikums Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany; (G.L.); (R.F.); (L.D.); (F.P.)
| | - Arnd Dörfler
- Neuroradiologisches Institut des Universitätsklinikums Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany; (J.G.D.); (A.M.); (S.W.H.); (A.D.)
| | - Manuel A. Schmidt
- Neuroradiologisches Institut des Universitätsklinikums Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany; (J.G.D.); (A.M.); (S.W.H.); (A.D.)
- Correspondence:
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14
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Tsang DS, Khandwala MM, Liu ZA, Richard N, Shen G, Sekely A, Bernstein LJ, Simpson R, Mason W, Chung C, de Moraes FY, Murray L, Shultz D, Laperriere N, Millar BA, Edelstein K. Neurocognitive performance in adults treated with radiation for a primary brain tumour. Adv Radiat Oncol 2022; 7:101028. [DOI: 10.1016/j.adro.2022.101028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Accepted: 07/05/2022] [Indexed: 10/31/2022] Open
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15
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Berger ND, Brownlee PM, Chen MJ, Morrison H, Osz K, Ploquin NP, Chan JA, Goodarzi AA. High replication stress and limited Rad51-mediated DNA repair capacity, but not oxidative stress, underlie oligodendrocyte precursor cell radiosensitivity. NAR Cancer 2022; 4:zcac012. [PMID: 35425901 PMCID: PMC9004414 DOI: 10.1093/narcan/zcac012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2021] [Revised: 02/15/2022] [Accepted: 03/21/2022] [Indexed: 12/29/2022] Open
Abstract
Cranial irradiation is part of the standard of care for treating pediatric brain tumors. However, ionizing radiation can trigger serious long-term neurologic sequelae, including oligodendrocyte and brain white matter loss enabling neurocognitive decline in children surviving brain cancer. Oxidative stress-mediated oligodendrocyte precursor cell (OPC) radiosensitivity has been proposed as a possible explanation for this. Here, however, we demonstrate that antioxidants fail to improve OPC viability after irradiation, despite suppressing oxidative stress, suggesting an alternative etiology for OPC radiosensitivity. Using systematic approaches, we find that OPCs have higher irradiation-induced and endogenous γH2AX foci compared to neural stem cells, neurons, astrocytes and mature oligodendrocytes, and these correlate with replication-associated DNA double strand breakage. Furthermore, OPCs are reliant upon ATR kinase and Mre11 nuclease-dependent processes for viability, are more sensitive to drugs increasing replication fork collapse, and display synthetic lethality with PARP inhibitors after irradiation. This suggests an insufficiency for homology-mediated DNA repair in OPCs-a model that is supported by evidence of normal RPA but reduced RAD51 filament formation at resected lesions in irradiated OPCs. We therefore propose a DNA repair-centric mechanism of OPC radiosensitivity, involving chronically-elevated replication stress combined with 'bottlenecks' in RAD51-dependent DNA repair that together reduce radiation resilience.
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Affiliation(s)
- N Daniel Berger
- Charbonneau Cancer Institute, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
| | - Peter M Brownlee
- Charbonneau Cancer Institute, University of Calgary, Calgary, Alberta, Canada
- Department of Biochemistry & Molecular Biology, University of Calgary, Calgary, Alberta, Canada
| | - Myra J Chen
- Charbonneau Cancer Institute, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
| | - Hali Morrison
- Department of Oncology and Department of Physics and Astronomy, University of Calgary, Calgary, Alberta, Canada
| | - Katalin Osz
- Charbonneau Cancer Institute, University of Calgary, Calgary, Alberta, Canada
| | - Nicolas P Ploquin
- Department of Oncology and Department of Physics and Astronomy, University of Calgary, Calgary, Alberta, Canada
| | - Jennifer A Chan
- Charbonneau Cancer Institute, University of Calgary, Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta, Canada
- Department of Pathology & Laboratory Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Aaron A Goodarzi
- Charbonneau Cancer Institute, University of Calgary, Calgary, Alberta, Canada
- Department of Biochemistry & Molecular Biology, University of Calgary, Calgary, Alberta, Canada
- Department of Oncology and Department of Physics and Astronomy, University of Calgary, Calgary, Alberta, Canada
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16
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A review of long-term deficits in memory systems following radiotherapy for pediatric posterior fossa tumor. Radiother Oncol 2022; 174:111-122. [PMID: 35640769 DOI: 10.1016/j.radonc.2022.05.022] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 05/10/2022] [Accepted: 05/26/2022] [Indexed: 11/21/2022]
Abstract
INTRODUCTION In recent years, progress in pediatric posterior fossa tumor (PFT) treatments has improved survival rates. However, the majority of survivors present neurocognitive sequelae that impact academic achievement. METHODS This review examines the literature from 2000 to 2020 on long-term outcomes in different memory systems for survivors of pediatric PFT, considering the impact of radiotherapy which is a well-known prognostic factor for global neurocognitive function. RESULTS Of the 43 articles selected, 31 explored working memory, 19 episodic memory, 9 semantic memory and 2 procedural memory. Irradiated survivors had scores of < -2 standard deviation (SD) (n = 4 studies/25) or between -2SD and -1SD (n =7 studies/25) for working memory; < -1SD for anterograde memory (n = 11/13), with a progressive decline in these two memory systems; < -1SD (n = 4/7) in semantic memory, and a deficit in perceptual-motor procedural learning (n = 1/1). Reducing craniospinal irradiation dose, limiting tumor bed boosts, and using proton therapy seem to have had a beneficial effect with better preservation of the memory score and a reduction in the decline over time. Non-irradiated survivors had memory systems that were less affected, with preservation of anterograde memory and maintenance of long-term stability. CONCLUSION Memory deficits are a core feature in survivors of pediatric PFT, especially when treatment requires radiotherapy. To limit these effects, dose constraints for specific brain areas involved in memory should be defined. During long-term follow-up, specific attention is essential to identify these deficits in order to limit their impact on the quality of life.
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17
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Tanzilli A, Pace A, Prosperini L, Oppido PA, Telera S, Rasile F, Farneti A, Marucci L, Villani V. Multidomain and long-term cognitive evaluation in malignant glioma patients. Future Oncol 2022; 18:1839-1848. [PMID: 35196869 DOI: 10.2217/fon-2021-0963] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Aim: We performed longitudinal evaluations of the neurocognitive status in glioma patients to describe possible variations over the course of illness. Materials and methods: Glioma patients underwent a complete battery of standardized neuropsychological tests pre-radiotherapy at 6, 12 and 24 months. Results: We enrolled 130 patients, 67.7% of whom had a deficit in at least one cognitive domain. The most affected domains included executive function (n = 68, 52.3%), long-term memory (n = 46, 35.3%) and short-term memory (n = 39, 30%). At follow-up, cognitive status worsened in 31.5%, remained unchanged in 38.4% and improved in 30.1% of patients. Conclusion: This is one of few studies investigating longitudinal neurocognitive status in a wide sample of patients to monitor neuropsychological changes due to tumor progression and treatment administration.
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Affiliation(s)
- Antonio Tanzilli
- Neuro-Oncology Unit, IRCCS Regina Elena National Cancer Institute, Via Elio Chianesi 53, Rome, 00144, Italy
| | - Andrea Pace
- Neuro-Oncology Unit, IRCCS Regina Elena National Cancer Institute, Via Elio Chianesi 53, Rome, 00144, Italy
| | - Luca Prosperini
- Department of Neurosciences, S. Camillo-Forlanini Hospital, C.ne Gianicolense 87, Rome, 00152, Italy
| | - Piero Andrea Oppido
- Division of Neurosurgery, IRCCS Regina Elena National Cancer Institute, Via Elio Chianesi 53, Rome, 00144, Italy
| | - Stefano Telera
- Division of Neurosurgery, IRCCS Regina Elena National Cancer Institute, Via Elio Chianesi 53, Rome, 00144, Italy
| | - Fabrizio Rasile
- Division of Neurosurgery, IRCCS Regina Elena National Cancer Institute, Via Elio Chianesi 53, Rome, 00144, Italy
| | - Alessia Farneti
- Radiotherapy Unit, IRCCS Regina Elena National Cancer Institute, Via Elio Chianesi 53, Rome, 00144, Italy
| | - Laura Marucci
- Radiotherapy Unit, IRCCS Regina Elena National Cancer Institute, Via Elio Chianesi 53, Rome, 00144, Italy
| | - Veronica Villani
- Neuro-Oncology Unit, IRCCS Regina Elena National Cancer Institute, Via Elio Chianesi 53, Rome, 00144, Italy
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18
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Acharya S, Guo Y, Patni T, Li Y, Wang C, Gargone M, Ashford JM, Wilson L, Faught A, Reddick WE, Patay Z, Gajjar A, Conklin HM, Merchant TE. Association Between Brain Substructure Dose and Cognitive Outcomes in Children With Medulloblastoma Treated on SJMB03: A Step Toward Substructure-Informed Planning. J Clin Oncol 2022; 40:83-95. [PMID: 34714708 PMCID: PMC8683226 DOI: 10.1200/jco.21.01480] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 08/31/2021] [Accepted: 09/29/2021] [Indexed: 01/03/2023] Open
Abstract
PURPOSE To characterize the association between neurocognitive outcomes (memory and processing speed) and radiation (RT) dose to the hippocampus, corpus callosum (CC), and frontal white matter (WM) in children with medulloblastoma treated on a prospective study, SJMB03. PATIENTS AND METHODS Patients age 3-21 years with medulloblastoma were treated at a single institution on a phase III study. The craniospinal RT dose was 23.4 Gy for average-risk patients and 36-39.6 Gy for high-risk patients. The boost dose was 55.8 Gy to the tumor bed. Patients underwent cognitive testing at baseline and once yearly for 5 years. Performance on tests of memory (associative memory and working memory) and processing speed (composite processing speed and perceptual speed) was analyzed. Mixed-effects models were used to estimate longitudinal trends in neurocognitive outcomes. Reliable change index and logistic regression were used to define clinically meaningful neurocognitive decline and identify variables associated with decline. RESULTS One hundred and twenty-four patients were eligible for inclusion, with a median neurocognitive follow-up of 5 years. Mean right and left hippocampal doses were significantly associated with decline in associative memory in patients without posterior fossa syndrome (all P < .05). Mean CC and frontal WM doses were significantly associated with decline in both measures of processing speed (all P < .05). Median brain substructure dose-volume histograms were shifted to the right for patients with a decline in associative memory or processing speed. The odds of decline in associative memory and composite processing speed increased by 23%-26% and by 10%-15% for every 1-Gy increase in mean hippocampal dose and mean CC or frontal WM dose, respectively. CONCLUSION Increasing RT dose to the CC or frontal WM and hippocampus is associated with worse performance on tests of processing speed and associative memory, respectively. Brain substructure-informed RT planning may mitigate neurocognitive impairment.
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Affiliation(s)
- Sahaja Acharya
- Department of Radiation Oncology, St Jude Children's Research Hospital, Memphis, TN
- Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins Medicine, Baltimore, MD
| | - Yian Guo
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN
| | - Tushar Patni
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN
| | - Yimei Li
- Department of Biostatistics, St Jude Children's Research Hospital, Memphis, TN
| | - Chuang Wang
- Department of Radiation Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Melissa Gargone
- Department of Radiation Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Jason M. Ashford
- Department of Psychology, St Jude Children's Research Hospital, Memphis, TN
| | - Lydia Wilson
- Department of Radiation Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Austin Faught
- Department of Radiation Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Wilburn E. Reddick
- Department of Diagnostic Imaging, St Jude Children's Research Hospital, Memphis, TN
| | - Zoltan Patay
- Department of Diagnostic Imaging, St Jude Children's Research Hospital, Memphis, TN
| | - Amar Gajjar
- Division of Neuro-Oncology, St Jude Children's Research Hospital, Memphis, TN
| | - Heather M. Conklin
- Department of Psychology, St Jude Children's Research Hospital, Memphis, TN
| | - Thomas E. Merchant
- Department of Radiation Oncology, St Jude Children's Research Hospital, Memphis, TN
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19
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Shen CJ, Terezakis SA. The Evolving Role of Radiotherapy for Pediatric Cancers With Advancements in Molecular Tumor Characterization and Targeted Therapies. Front Oncol 2021; 11:679701. [PMID: 34604027 PMCID: PMC8481883 DOI: 10.3389/fonc.2021.679701] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 08/26/2021] [Indexed: 12/14/2022] Open
Abstract
Ongoing rapid advances in molecular diagnostics, precision imaging, and development of targeted therapies have resulted in a constantly evolving landscape for treatment of pediatric cancers. Radiotherapy remains a critical element of the therapeutic toolbox, and its role in the era of precision medicine continues to adapt and undergo re-evaluation. Here, we review emerging strategies for combining radiotherapy with novel targeted systemic therapies (for example, for pediatric gliomas or soft tissue sarcomas), modifying use or intensity of radiotherapy when appropriate via molecular diagnostics that allow better characterization and individualization of each patient’s treatments (for example, de-intensification of radiotherapy in WNT subgroup medulloblastoma), as well as exploring more effective targeted systemic therapies that may allow omission or delay of radiotherapy. Many of these strategies are still under investigation but highlight the importance of continued pre-clinical and clinical studies evaluating the role of radiotherapy in this era of precision oncology.
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Affiliation(s)
- Colette J Shen
- Department of Radiation Oncology, University of North Carolina, Chapel Hill, NC, United States
| | - Stephanie A Terezakis
- Department of Radiation Oncology, University of Minnesota, Minneapolis, MN, United States
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20
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Connor M, Kim MM, Cao Y, Hattangadi-Gluth J. Precision Radiotherapy for Gliomas: Implementing Novel Imaging Biomarkers to Improve Outcomes With Patient-Specific Therapy. Cancer J 2021; 27:353-363. [PMID: 34570449 PMCID: PMC8480523 DOI: 10.1097/ppo.0000000000000546] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
ABSTRACT Gliomas are the most common primary brain cancer, yet are extraordinarily challenging to treat because they can be aggressive and infiltrative, locally recurrent, and resistant to standard treatments. Furthermore, the treatments themselves, including radiation therapy, can affect patients' neurocognitive function and quality of life. Noninvasive imaging is the standard of care for primary brain tumors, including diagnosis, treatment planning, and monitoring for treatment response. This article explores the ways in which advanced imaging has and will continue to transform radiation treatment for patients with gliomas, with a focus on cognitive preservation and novel biomarkers, as well as precision radiotherapy and treatment adaptation. Advances in novel imaging techniques continue to push the field forward, to more precisely guided treatment planning, radiation dose escalation, measurement of therapeutic response, and understanding of radiation-associated injury.
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Affiliation(s)
- Michael Connor
- From the Department of Radiation Medicine and Applied Sciences, UC San Diego, Moores Cancer Center, La Jolla, CA
| | - Michelle M Kim
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI
| | - Yue Cao
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI
| | - Jona Hattangadi-Gluth
- From the Department of Radiation Medicine and Applied Sciences, UC San Diego, Moores Cancer Center, La Jolla, CA
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21
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Aljabab S, Rana S, Maes S, O'Ryan-Blair A, Castro J, Zheng J, Halasz LM, Taddei PJ. The Advantage of Proton Therapy in Hypothalamic-Pituitary Axis and Hippocampus Avoidance for Children with Medulloblastoma. Int J Part Ther 2021; 8:43-54. [PMID: 35127975 PMCID: PMC8768900 DOI: 10.14338/ijpt-21-00001.1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 06/28/2021] [Indexed: 11/30/2022] Open
Abstract
Purpose Craniospinal irradiation (CSI) improves clinical outcomes at the cost of long-term neuroendocrine and cognitive sequelae. The purpose of this pilot study was to determine whether hypothalamic-pituitary axis (HPA) and hippocampus avoidance (HPA-HA) with intensity-modulated proton therapy (IMPT) can potentially reduce this morbidity compared with standard x-ray CSI. Materials and Methods We retrospectively evaluated 10 patients with medulloblastoma (mean, 7 years; range, 4-14 years). Target volumes and organs at risk were delineated as per our local protocol and the ACNS0331 atlas. An experienced neuroradiologist verified the HPA and hippocampus contours. The primary objective was CSI and boost clinical target volume (CTV) covering 95% of the volume (D95) > 99% coverage with robustness. Described proton therapy doses in grays are prescribed using a biological effectiveness relative to photon therapy of 1.1. The combined prescribed dose in the boost target was 54 Gy. Secondary objectives included the HPA and hippocampus composite average dose (Dmean ≤ 18 Gy). For each patient, volumetric modulated arc radiotherapy (VMAT) and tomotherapy (TOMO) plans existed previously, and a new plan was generated with 3 cranial and 1 or 2 spinal beams for pencil-beam scanning delivery. Statistical comparison was performed with 1-way analysis of variance. Results Compared with standard CSI, HPA-HA CSI had statistically significant decreases in the composite doses received by the HPA (32.2 versus 17.9 Gy; P < .001) and hippocampi (39.8 versus 22.8 Gy; P < .001). The composite HPA Dmean was lower in IMPT plans (17.9 Gy) compared with that of VMAT (21.8 Gy) and TOMO (21.2 Gy) plans (P = .05). Hippocampi composite Dmean was also lower in IMPT plans (21 Gy) compared with that of VMAT (27.5 Gy) and TOMO (27.2 Gy) plans (P = .02). The IMPT CTV D95 coverage was lower in IMPT plans (52.8 Gy) compared with that of VMAT (54.6 Gy) and TOMO (54.6 Gy) plans (P < .001) The spared mean volume was only 1.35% (19.8 cm3) of the whole-brain CTV volume (1476 cm3). Conclusion We found that IMPT has the strong potential to reduce the dose to the HPA and hippocampus, compared with standard x-ray CSI while maintaining target coverage. A prospective clinical trial is required to establish the safety, efficacy, and toxicity of this novel CSI approach.
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Affiliation(s)
- Saif Aljabab
- Radiation Oncology Department, King Saud University, Riyadh, Saudi Arabia
| | - Shushan Rana
- Radiation Oncology Department, University of Washington School of Medicine, Seattle, WA, USA
| | - Shadonna Maes
- Seattle Cancer Care Alliance Proton Therapy Center, Seattle, WA, USA
| | | | - Jackie Castro
- Seattle Cancer Care Alliance Proton Therapy Center, Seattle, WA, USA
| | - Jack Zheng
- Radiation Medicine Program, the Ottawa Hospital Cancer Centre, Ottawa, ON, Canada
| | - Lia M. Halasz
- Radiation Oncology Department, University of Washington School of Medicine, Seattle, WA, USA
| | - Phillip J. Taddei
- Radiation Oncology Department, University of Washington School of Medicine, Seattle, WA, USA
- Seattle Cancer Care Alliance Proton Therapy Center, Seattle, WA, USA
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN, USA
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22
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Kavi A, Gurewitz J, Benjamin CG, Silverman JS, Bernstein K, Mureb M, Oh C, Sulman EP, Donahue B, Kondziolka D. Hippocampal sparing in patients receiving radiosurgery for ≥25 brain metastases. Radiother Oncol 2021; 161:65-71. [PMID: 34052342 DOI: 10.1016/j.radonc.2021.05.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Revised: 05/19/2021] [Accepted: 05/20/2021] [Indexed: 10/21/2022]
Abstract
PURPOSE/OBJECTIVES To report our dosimetric analysis of the hippocampi (HC) and the incidence of perihippocampal tumor location in patients with ≥25 brain metastases who received stereotactic radiosurgery (SRS) in single or multiple sessions. MATERIALS/METHODS Analysis of our prospective registry identified 89 patients treated with SRS for ≥25 brain metastases. HC avoidance regions (HA-region) were created on treatment planning MRIs by 5 mm expansion of HC. Doses from each session were summed to calculate HC dose. The distribution of metastases relative to the HA-region and the HC was analyzed. RESULTS Median number of tumors irradiated per patient was 33 (range 25-116) in a median of 3 (range1-12) sessions. Median bilateral HC Dmin (D100), D40, D50, Dmax, and Dmean (Gy) was 1.88, 3.94, 3.62, 16.6, and 3.97 for all patients, and 1.43, 2.99, 2.88, 5.64, and 3.07 for patients with tumors outside the HA-region. Multivariate linear regression showed that the median HC D40, D50, and Dmin were significantly correlated with the tumor number and tumor volume (p < 0.001). Of the total 3059 treated tumors, 83 (2.7%) were located in the HA-region in 57% evaluable patients; 38 tumors (1.2%) abutted or involved the HC itself. CONCLUSIONS Hippocampal dose is higher in patients with tumors in the HA-region; however, even for patients with a high burden of intracranial disease and tumors located in the HA-regions, SRS affords hippocampal sparing. This is particularly relevant in light of our finding of eventual perihippocampal metastases in more than half of our patients.
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Affiliation(s)
- Ami Kavi
- Department of Radiation Oncology, State University of New York Downstate Health Sciences University, Brooklyn, USA; Department of Radiation Oncology, Maimonides Cancer Center, Brooklyn, USA.
| | - Jason Gurewitz
- Marian University College of Osteopathic Medicine, USA; Department of Radiation Oncology, NYU Grossman School of Medicine, New York, USA
| | | | - Joshua S Silverman
- Brain and Spine Tumor Center, Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, USA; Department of Radiation Oncology, NYU Grossman School of Medicine, New York, USA
| | - Kenneth Bernstein
- Brain and Spine Tumor Center, Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, USA; Department of Radiation Oncology, NYU Langone Health, New York, USA
| | - Monica Mureb
- Department of Neurosurgery, Westchester Medical Center, Valhalla, USA
| | - Cheongeun Oh
- Department of Population Health, Division of Biostatistics, NYU Langone Health, New York, USA.
| | - Erik P Sulman
- Brain and Spine Tumor Center, Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, USA; Department of Radiation Oncology, NYU Grossman School of Medicine, New York, USA
| | - Bernadine Donahue
- Brain and Spine Tumor Center, Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, USA; Department of Radiation Oncology, NYU Grossman School of Medicine, New York, USA; Department of Radiation Oncology, Maimonides Cancer Center, Brooklyn, USA
| | - Douglas Kondziolka
- Department of Neurosurgery, NYU Grossman School of Medicine, New York, USA; Brain and Spine Tumor Center, Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, USA; Department of Radiation Oncology, NYU Grossman School of Medicine, New York, USA
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23
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Tsang DS, Kim L, Liu ZA, Janzen L, Khandwala M, Bouffet E, Laperriere N, Dama H, Keilty D, Craig T, Ramaswamy V, Hodgson DC, Mabbott D. Intellectual changes after radiation for children with brain tumors: which brain structures are most important? Neuro Oncol 2021; 23:487-497. [PMID: 33151327 DOI: 10.1093/neuonc/noaa217] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The objective of this study was to evaluate the contribution of radiation dose to different intracranial structures on changes in intellectual function for children with brain tumors. METHODS We evaluated children with brain tumors treated in 2005-2017 who had longitudinal neuropsychological assessments and available photon dosimetric data (if radiation therapy [RT] given). Full Scale Intelligence Quotient (FSIQ) and index scores were evaluated (perceptual reasoning index [PRI], processing speed index [PSI], verbal comprehension index [VCI], and working memory index [WMI]). Multivariable linear mixed effects models were used to model endpoints, with age at RT and dose to different brain regions as fixed effects and patient-specific random intercepts. P-values (P*) were adjusted for multiple comparisons. RESULTS Sixty-nine patients were included, 56 of whom received RT. Median neuropsychological follow-up was 3.2 years. Right temporal lobe mean dose was strongly associated with decline in FSIQ (P* = 0.005); with each gray increase in mean dose, there was a decrease of 0.052 FSIQ points per year. Dose to 50% (D50) of the supratentorial brain was associated with decline in PSI (P* = 0.006) and WMI (P* = 0.001). Right and left hippocampus D50 were individually strongly associated with declines in VCI (P* = 0.009 for each). Presence of a ventriculoperitoneal shunt decreased FSIQ by 10 points. CONCLUSIONS We reported associations between dosimetry to specific brain regions and intellectual outcomes, with suggested avoidance structures during RT planning. These models can help clinicians anticipate changes in neurocognition post-RT and guide selection of an optimal RT plan.
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Affiliation(s)
- Derek S Tsang
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Division of Haematology/Oncology, Hospital for Sick Children, Toronto, Ontario, Canada
| | - Laurence Kim
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Zhihui Amy Liu
- Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Laura Janzen
- Neurosciences and Mental Health Program, Research Institute, Hospital for Sick Children; Department of Psychology, University of Toronto, Toronto, Ontario, Canada
| | - Mohammad Khandwala
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Eric Bouffet
- Division of Haematology/Oncology, Hospital for Sick Children, Toronto, Ontario, Canada
| | - Normand Laperriere
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Division of Haematology/Oncology, Hospital for Sick Children, Toronto, Ontario, Canada
| | - Hitesh Dama
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Dana Keilty
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Tim Craig
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Vijay Ramaswamy
- Division of Haematology/Oncology, Hospital for Sick Children, Toronto, Ontario, Canada
| | - David C Hodgson
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.,Division of Haematology/Oncology, Hospital for Sick Children, Toronto, Ontario, Canada
| | - Donald Mabbott
- Neurosciences and Mental Health Program, Research Institute, Hospital for Sick Children; Department of Psychology, University of Toronto, Toronto, Ontario, Canada
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24
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Perkins S, Acharya S. Radiation therapy to the developing brain: advanced technology is ready for robust optimization parameters. Neuro Oncol 2021; 23:350-351. [PMID: 33560406 DOI: 10.1093/neuonc/noab007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Affiliation(s)
- Stephanie Perkins
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Sahaja Acharya
- Department of Radiation Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
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25
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Acharya S, Liu JF, Tatevossian RG, Chiang J, Qaddoumi I, Gajjar A, Walker D, Harreld JH, Merchant TE, Ellison DW. Risk stratification in pediatric low-grade glioma and glioneuronal tumor treated with radiation therapy: an integrated clinicopathologic and molecular analysis. Neuro Oncol 2021; 22:1203-1213. [PMID: 32052049 DOI: 10.1093/neuonc/noaa031] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Management of unresectable pediatric low-grade glioma and glioneuronal tumor (LGG/LGGNT) is controversial. There are no validated prognostic features to guide use of radiation therapy (RT). Our study aimed to identify negative prognostic features in patients treated with RT using clinicopathologic and molecular data and validate these findings in an external dataset. METHODS Children with non-metastatic, biopsy-proven unresectable LGG/LGGNT treated with RT at a single institution between 1997 and 2017 were identified. Recursive partitioning analysis (RPA) was used to stratify patients into low- and high-risk prognostic groups based on overall survival (OS). CNS9702 data were used for validation. RESULTS One hundred and fifty patients met inclusion criteria. Median follow-up was 11.4 years. RPA yielded low- and high-risk groups with 10-year OS of 95.6% versus 76.4% (95% CI: 88.7%-98.4% vs 59.3%-87.1%, P = 0.003), respectively. These risk groups were validated using CNS9702 dataset (n = 48) (4-year OS: low-risk vs high-risk: 100% vs 64%, P < 0.001). High-risk tumors included diffuse astrocytoma or location within thalamus/midbrain. Low-risk tumors included pilocytic astrocytoma/ganglioglioma located outside of the thalamus/midbrain. In the subgroup with known BRAF status (n = 49), risk stratification remained prognostic independently of BRAF alteration (V600E or fusion). Within the high-risk group, delayed RT, defined as RT after at least one line of chemotherapy, was associated with a further decrement in overall survival (P = 0.021). CONCLUSION A high-risk subgroup of patients, defined by diffuse astrocytoma histology or midbrain/thalamus tumor location, have suboptimal long-term survival and might benefit from timely use of RT. These results require validation.
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Affiliation(s)
- Sahaja Acharya
- Department of Radiation Oncology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Jo-Fen Liu
- Children's Brain Tumor Research Centre, University of Nottingham, Nottingham, UK
| | - Ruth G Tatevossian
- Department of Pathology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Jason Chiang
- Department of Pathology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Ibrahim Qaddoumi
- Division of Neuro-Oncology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Amar Gajjar
- Division of Neuro-Oncology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - David Walker
- Children's Brain Tumor Research Centre, University of Nottingham, Nottingham, UK
| | - Julie H Harreld
- Department of Diagnostic Imaging, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Thomas E Merchant
- Department of Radiation Oncology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - David W Ellison
- Department of Pathology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
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26
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Cavatorta C, Meroni S, Montin E, Oprandi MC, Pecori E, Lecchi M, Diletto B, Alessandro O, Peruzzo D, Biassoni V, Schiavello E, Bologna M, Massimino M, Poggi G, Mainardi L, Arrigoni F, Spreafico F, Verderio P, Pignoli E, Gandola L. Retrospective study of late radiation-induced damages after focal radiotherapy for childhood brain tumors. PLoS One 2021; 16:e0247748. [PMID: 33635906 PMCID: PMC7909688 DOI: 10.1371/journal.pone.0247748] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Accepted: 02/15/2021] [Indexed: 01/30/2023] Open
Abstract
PURPOSE To study a robust and reproducible procedure to investigate a relation between focal brain radiotherapy (RT) low doses, neurocognitive impairment and late White Matter and Gray Matter alterations, as shown by Diffusion Tensor Imaging (DTI), in children. METHODS AND MATERIALS Forty-five patients (23 males and 22 females, median age at RT 6.2 years, median age at evaluations 11.1 years) who had received focal RT for brain tumors were recruited for DTI exams and neurocognitive tests. Patients' brains were parceled in 116 regions of interest (ROIs) using an available segmented atlas. After the development of an ad hoc, home-made, multimodal and highly deformable registration framework, we collected mean RT doses and DTI metrics values for each ROI. The pattern of association between cognitive scores or domains and dose or DTI values was assessed in each ROI through both considering and excluding ROIs with mean doses higher than 75% of the prescription. Subsequently, a preliminary threshold value of dose discriminating patients with and without neurocognitive impairment was selected for the most relevant associations. RESULTS The workflow allowed us to identify 10 ROIs where RT dose and DTI metrics were significantly associated with cognitive tests results (p<0.05). In 5/10 ROIs, RT dose and cognitive tests were associated with p<0.01 and preliminary RT threshold dose values, implying a possible cognitive or neuropsychological damage, were calculated. The analysis of domains showed that the most involved one was the "school-related activities". CONCLUSION This analysis, despite being conducted on a retrospective cohort of children, shows that the identification of critical brain structures and respective radiation dose thresholds is achievable by combining, with appropriate methodological tools, the large amount of data arising from different sources. This supported the design of a prospective study to gain stronger evidence.
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Affiliation(s)
- Claudia Cavatorta
- Medical Physics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Silvia Meroni
- Medical Physics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
- * E-mail:
| | - Eros Montin
- Department of Electronics Information and Bioengineering (DEIB), Politecnico di Milano, Milan, Italy
| | - Maria C. Oprandi
- Neuro-oncological and Neuropsychological Rehabilitation Unit, Scientific Institute IRCCS E. Medea, Bosisio Parini, Lecco, Italy
| | - Emilia Pecori
- Pediatric Radiotherapy Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Mara Lecchi
- Bioinformatics and Biostatistics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Barbara Diletto
- Pediatric Radiotherapy Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Ombretta Alessandro
- Pediatric Radiotherapy Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Denis Peruzzo
- Neuroimaging Lab, Scientific Institute IRCCS E. Medea, Bosisio Parini, Lecco, Italy
| | - Veronica Biassoni
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Elisabetta Schiavello
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Marco Bologna
- Department of Electronics Information and Bioengineering (DEIB), Politecnico di Milano, Milan, Italy
| | - Maura Massimino
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Geraldina Poggi
- Neuro-oncological and Neuropsychological Rehabilitation Unit, Scientific Institute IRCCS E. Medea, Bosisio Parini, Lecco, Italy
| | - Luca Mainardi
- Department of Electronics Information and Bioengineering (DEIB), Politecnico di Milano, Milan, Italy
| | - Filippo Arrigoni
- Neuroimaging Lab, Scientific Institute IRCCS E. Medea, Bosisio Parini, Lecco, Italy
| | - Filippo Spreafico
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Paolo Verderio
- Bioinformatics and Biostatistics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Emanuele Pignoli
- Medical Physics Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Lorenza Gandola
- Pediatric Radiotherapy Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
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Voshart DC, Wiedemann J, van Luijk P, Barazzuol L. Regional Responses in Radiation-Induced Normal Tissue Damage. Cancers (Basel) 2021; 13:cancers13030367. [PMID: 33498403 PMCID: PMC7864176 DOI: 10.3390/cancers13030367] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 01/16/2021] [Accepted: 01/18/2021] [Indexed: 12/16/2022] Open
Abstract
Normal tissue side effects remain a major concern in radiotherapy. The improved precision of radiation dose delivery of recent technological developments in radiotherapy has the potential to reduce the radiation dose to organ regions that contribute the most to the development of side effects. This review discusses the contribution of regional variation in radiation responses in several organs. In the brain, various regions were found to contribute to radiation-induced neurocognitive dysfunction. In the parotid gland, the region containing the major ducts was found to be critical in hyposalivation. The heart and lung were each found to exhibit regional responses while also mutually affecting each other's response to radiation. Sub-structures critical for the development of side effects were identified in the pancreas and bladder. The presence of these regional responses is based on a non-uniform distribution of target cells or sub-structures critical for organ function. These characteristics are common to most organs in the body and we therefore hypothesize that regional responses in radiation-induced normal tissue damage may be a shared occurrence. Further investigations will offer new opportunities to reduce normal tissue side effects of radiotherapy using modern and high-precision technologies.
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Affiliation(s)
- Daniëlle C. Voshart
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, The Netherlands; (D.C.V.); (J.W.)
- Department of Biomedical Sciences of Cells & Systems–Section Molecular Cell Biology, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, The Netherlands
| | - Julia Wiedemann
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, The Netherlands; (D.C.V.); (J.W.)
- Department of Biomedical Sciences of Cells & Systems–Section Molecular Cell Biology, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, The Netherlands
| | - Peter van Luijk
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, The Netherlands; (D.C.V.); (J.W.)
- Department of Biomedical Sciences of Cells & Systems–Section Molecular Cell Biology, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, The Netherlands
- Correspondence: (P.v.L.); (L.B.)
| | - Lara Barazzuol
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, The Netherlands; (D.C.V.); (J.W.)
- Department of Biomedical Sciences of Cells & Systems–Section Molecular Cell Biology, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, The Netherlands
- Correspondence: (P.v.L.); (L.B.)
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Valiyaveettil D, G A, Malik M, Eaga P, Ahmed SF, Joseph D. "A prospective study of assessment of neurocognitive function in illiterate patients with gliomas treated with chemoradiation": Assessment of neurocognitive function in gliomas. Cancer Treat Res Commun 2020; 26:100288. [PMID: 33352469 DOI: 10.1016/j.ctarc.2020.100288] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 11/16/2020] [Accepted: 11/28/2020] [Indexed: 11/19/2022]
Abstract
OBJECTIVE Neurocognitive functioning (NCF) is an important component of quality of life (QoL) in glioma patients. The neurocognitive toxicity from irradiation of brain tumours may be related to damage to neural progenitor cells (NPC). The aim of our study was to assess the NCF in illiterate glioma patients. METHODS This was a prospective study done in glioma patients admitted for adjuvant treatment. Illiterate and semiliterate post op glioma patients with ECOG PS ≤ 3 were included. Neurocognitive assessment was done using Addenbrooke's Cognitive Examination (ACE-III) questionnaire prior to the start of RT and at 6month and 12 month follow up. The scores were correlated to the doses to sub ventricular zone (SVZ) and sub granular zone (SGZ) regions. RESULTS 20 patients were recruited.16 patients were illiterate and four patients were semiliterate. Median of the mean dose to the SVZ I/L (ipsilateral) was 48.5 Gy and SGZ I/L was 39.5 Gy. In patients who received ≤49 Gy mean dose to SVZ I/L, there was statistically significant improvement in memory, fluency, language and total ACE scores at six months. In patients with SGZ I/L mean dose ≤40 Gy, there was improvement in memory, language, and total ACE score at six months. Similar trend continued at 12 months follow up. CONCLUSIONS NCF assessment by ACE III questionnaire is a useful tool even in illiterate patients. Lower RT doses to the ipsilateral SVZ and SGZ showed significant improvement in total ACE scores at 6 months and improvement in specific domains at 6 and 12 months.
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Affiliation(s)
- Deepthi Valiyaveettil
- Department of Radiation Oncology, Nizam's Institute of Medical Sciences, Hyderabad, India
| | - Ashalatha G
- Department of Radiation Oncology, Nizam's Institute of Medical Sciences, Hyderabad, India
| | - Monica Malik
- Department of Radiation Oncology, Nizam's Institute of Medical Sciences, Hyderabad, India.
| | | | - Syed Fayaz Ahmed
- Department of Radiation Oncology, Nizam's Institute of Medical Sciences, Hyderabad, India
| | - Deepa Joseph
- All India Institute of Medical Sciences, Rishikesh, India
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Goda JS, Dutta D, Krishna U, Goswami S, Kothavade V, Kannan S, Maitre M, Bano N, Gupta T, Jalali R. Hippocampal radiotherapy dose constraints for predicting long-term neurocognitive outcomes: mature data from a prospective trial in young patients with brain tumors. Neuro Oncol 2020; 22:1677-1685. [PMID: 32227185 PMCID: PMC7690355 DOI: 10.1093/neuonc/noaa076] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Hippocampus is considered to be the seat for neurocognitive functions. Avoidance of hippocampus during radiotherapy to brain may serve to preserve various domains of neurocognition. We aimed to derive radiotherapy dose constraints to hippocampi for preserving neurocognition in young patients with brain tumors by measuring various neurocognitive parameters. METHODS Forty-eight patients with residual/progressive benign or low-grade brain tumors treated with stereotactic conformal radiotherapy (SCRT) to a dose of 54 Gy in 30 fractions underwent prospective neuropsychological assessments at baseline before SCRT and at 6 months and 2, 3, 4, and 5 years. Hippocampi were drawn as per the Radiation Therapy Oncology Group atlas. Longitudinal change in intelligence quotient scores was correlated with hippocampal doses. RESULTS Mean volume of bilateral hippocampi was 4.35 cc (range: 2.12-8.41 cc). Craniopharyngioma was the commonest histologic subtype. A drop of >10% in mean full-scale intelligence quotient (FSIQ) scores at 3 and 5 years post SCRT was observed in patients in whom left hippocampus received a mean dose of 30.7 Gy (P = 0.04) and 31 Gy (P = 0.04), respectively. Mean performance quotient (PQ) scores dropped > 10% at 5 years when the left hippocampus received a dose of > 32 Gy (P = 0.03). There was no significant correlation of radiotherapy doses with verbal quotient, or with doses received by the right hippocampus. Multivariate analysis revealed young age (<13 y) and left hippocampus dose predicted for clinically relevant decline in certain neurocognitive domains. CONCLUSIONS A mean dose of ≤30 Gy to the left hippocampus as a dose constraint for preserving intelligence quotient is suggested. KEY POINTS 1. Children and young adults with benign and low-grade gliomas survive long after therapy.2. Higher dose to the hippocampi may result in long-term neurocognitive impairment.3. Mean dose of <30 Gy to left hippocampus could be used as a pragmatic dose constraint to prevent long-term neurocognitive decline.
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Affiliation(s)
- Jayant S Goda
- Neuro-Oncology Disease Management Group, Tata Memorial Centre, Parel, Mumbai, India
- Homi Bhaba National Institute, Mumbai, India
| | - Debnarayan Dutta
- Neuro-Oncology Disease Management Group, Tata Memorial Centre, Parel, Mumbai, India
- Homi Bhaba National Institute, Mumbai, India
| | - Uday Krishna
- Neuro-Oncology Disease Management Group, Tata Memorial Centre, Parel, Mumbai, India
- Homi Bhaba National Institute, Mumbai, India
| | - Savita Goswami
- Homi Bhaba National Institute, Mumbai, India
- Clinical Psychology, Tata Memorial Centre, Parel, Mumbai, India
| | - Vikas Kothavade
- Neuro-Oncology Disease Management Group, Tata Memorial Centre, Parel, Mumbai, India
| | - Sadhna Kannan
- Homi Bhaba National Institute, Mumbai, India
- Clinical Research Secretariat, Tata Memorial Centre Advanced Centre for Treatment, Research and Education in Cancer, Kharghar, Navi Mumbai, India
| | - Madan Maitre
- Neuro-Oncology Disease Management Group, Tata Memorial Centre, Parel, Mumbai, India
- Homi Bhaba National Institute, Mumbai, India
| | - Nazia Bano
- Neuro-Oncology Disease Management Group, Tata Memorial Centre, Parel, Mumbai, India
- Homi Bhaba National Institute, Mumbai, India
| | - Tejpal Gupta
- Neuro-Oncology Disease Management Group, Tata Memorial Centre, Parel, Mumbai, India
| | - Rakesh Jalali
- Neuro-Oncology Disease Management Group, Tata Memorial Centre, Parel, Mumbai, India
- Homi Bhaba National Institute, Mumbai, India
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van der Weide HL, Kramer MCA, Scandurra D, Eekers DBP, Klaver YLB, Wiggenraad RGJ, Méndez Romero A, Coremans IEM, Boersma L, van Vulpen M, Langendijk JA. Proton therapy for selected low grade glioma patients in the Netherlands. Radiother Oncol 2020; 154:283-290. [PMID: 33197495 DOI: 10.1016/j.radonc.2020.11.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Revised: 11/06/2020] [Accepted: 11/08/2020] [Indexed: 12/12/2022]
Abstract
Proton therapy offers an attractive alternative to conventional photon-based radiotherapy in low grade glioma patients, delivering radiotherapy with equivalent efficacy to the tumour with less radiation exposure to the brain. In the Netherlands, patients with favourable prognosis based on tumour and patient characteristics can be offered proton therapy. Radiation-induced neurocognitive function decline is a major concern in these long surviving patients. Although level 1 evidence of superior clinical outcome with proton therapy is lacking, the Dutch National Health Care Institute concluded that there is scientific evidence to assume that proton therapy can have clinical benefit by reducing radiation-induced brain damage. Based on this decision, proton therapy is standard insured care for selected low grade glioma patients. Patients with other intracranial tumours can also qualify for proton therapy, based on the same criteria. In this paper, the evidence and considerations that led to this decision are summarised. Additionally, the eligibility criteria for proton therapy and the steps taken to obtain high-quality data on treatment outcome are discussed.
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Affiliation(s)
- Hiska L van der Weide
- University of Groningen, University Medical Center Groningen, Department of Radiation Oncology, the Netherlands.
| | - Miranda C A Kramer
- University of Groningen, University Medical Center Groningen, Department of Radiation Oncology, the Netherlands
| | - Daniel Scandurra
- University of Groningen, University Medical Center Groningen, Department of Radiation Oncology, the Netherlands
| | - Daniëlle B P Eekers
- Department of Radiation Oncology (Maastro), GROW School for Oncology, Maastricht University Medical Centre+, the Netherlands
| | | | | | - Alejandra Méndez Romero
- Holland Proton Therapy Center, Delft, the Netherlands; Department of Radiation Oncology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Ida E M Coremans
- Department of Radiation Oncology, Leiden University Medical Center, the Netherlands
| | - Liesbeth Boersma
- Department of Radiation Oncology (Maastro), GROW School for Oncology, Maastricht University Medical Centre+, the Netherlands
| | - Marco van Vulpen
- Holland Proton Therapy Center, Delft, the Netherlands; Department of Radiation Oncology, Erasmus University Medical Center, Rotterdam, the Netherlands; Department of Radiation Oncology, Leiden University Medical Center, the Netherlands
| | - Johannes A Langendijk
- University of Groningen, University Medical Center Groningen, Department of Radiation Oncology, the Netherlands
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Gronchi G, Scoccianti S, Peru A. Cognitive Decline After Cranial Irradiation: Hoping for a Systematic Application of the Reliable Change Index. Front Psychol 2020; 11:573919. [PMID: 33123053 PMCID: PMC7572852 DOI: 10.3389/fpsyg.2020.573919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Accepted: 08/24/2020] [Indexed: 11/30/2022] Open
Affiliation(s)
- Giorgio Gronchi
- Department of Neuroscience, Psychology, Drug Research and Child's Health - Section of Psychology, University of Firenze, Firenze, Italy
| | - Silvia Scoccianti
- Radiation Oncology Unit, Azienda Ospedaliero-Universitaria Careggi, University of Firenze, Firenze, Italy
| | - Andrea Peru
- Department of Neuroscience, Psychology, Drug Research and Child's Health - Section of Psychology, University of Firenze, Firenze, Italy
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Acharya S, Wang C, Quesada S, Gargone MA, Ates O, Uh J, Krasin MJ, Merchant TE, Hua CH. Adaptive Proton Therapy for Pediatric Patients: Improving the Quality of the Delivered Plan With On-Treatment MRI. Int J Radiat Oncol Biol Phys 2020; 109:242-251. [PMID: 33129626 DOI: 10.1016/j.ijrobp.2020.08.036] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 08/04/2020] [Accepted: 08/06/2020] [Indexed: 12/23/2022]
Abstract
PURPOSE Pencil-beam scanning proton therapy is particularly sensitive to anatomic changes, which may affect the delivered dose distribution. This study examined whether offline adaptation using on-treatment magnetic resonance imaging (MRI) scan during proton therapy could improve plan quality for pediatric patients. METHODS AND MATERIALS Pediatric patients with at least 1 MRI scan in the treatment position (MRItx) during proton therapy between January 2017 and July 2019 were retrospectively reviewed. Patients underwent MRI and computed tomography simulation. Cases were planned with scenario-based optimization with 3 mm/3% positional/range uncertainty. Patients demonstrating anatomic change on MRItx were recontoured. The original plans were applied to the anatomy-of-the-day for dose recalculation (delivered plans). Plans were subsequently reoptimized offline, using original beam angles and dose-volume constraints (adapted plans). Delivered plans were compared with adapted plans to detect significant changes in plan quality, defined as a ≥5% decrease in the clinical target volume (CTV) receiving 95% of the prescription dose (V95) or a ≥5% increase in the dose-volume parameter used as an organ-at-risk constraint. RESULTS Seventy-three pediatric patients were eligible, with 303 MRI scans (73 simulation and 230 MRItx scans) available for analysis. The median MRItx scans per patient was 3 (range, 1-7). Twenty patients (27%) showed anatomic change, with 11 (55%) demonstrating a significant change in delivered plan quality. Significant changes were noted on MRItx from week 2 (n = 3) or week 3 (n = 8). Seven of these 11 patients (64%) had a significantly reduced CTV V95 (median decrease, 7.6%; range, 5%-16%). Four (36%) had a significantly increased dose to the brain stem, hippocampus, and/or optic apparatus. Eight had a suprasellar low-grade glioma or head and neck rhabdomyosarcoma. CONCLUSION On-treatment MRI was useful in detecting anatomic changes during proton therapy. MRI-based offline adaptation improved plan quality for most patients with anatomic changes. Further studies should determine the clinical value of MRI-based adaptive therapy for pediatric patients.
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Affiliation(s)
- Sahaja Acharya
- Department of Radiation Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee.
| | - Chuang Wang
- Department of Radiation Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Sophia Quesada
- Department of Radiation Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Melissa A Gargone
- Department of Radiation Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Ozgur Ates
- Department of Radiation Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Jinsoo Uh
- Department of Radiation Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Matthew J Krasin
- Department of Radiation Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Thomas E Merchant
- Department of Radiation Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Chia-Ho Hua
- Department of Radiation Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee
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Haldbo-Classen L, Amidi A, Lukacova S, Wu LM, Oettingen GV, Lassen-Ramshad Y, Zachariae R, Kallehauge JF, Høyer M. Cognitive impairment following radiation to hippocampus and other brain structures in adults with primary brain tumours. Radiother Oncol 2020; 148:1-7. [DOI: 10.1016/j.radonc.2020.03.023] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 03/15/2020] [Accepted: 03/22/2020] [Indexed: 01/21/2023]
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Neurologic Complications of Cranial Radiation Therapy and Strategies to Prevent or Reduce Radiation Toxicity. Curr Neurol Neurosci Rep 2020; 20:34. [DOI: 10.1007/s11910-020-01051-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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35
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Jalali R, Goda JS. Proton beam therapy in pediatric brain tumor patients: improved radiation delivery techniques improve neurocognitive outcomes. Neuro Oncol 2020; 21:830-831. [PMID: 31081892 DOI: 10.1093/neuonc/noz085] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Rakesh Jalali
- Neuro Oncology Cancer Management Team, Apollo Proton Cancer Centre, Chennai, India
| | - Jayant S Goda
- Department of Radiation Oncology, Tata Memorial Centre, Homi Bhaba National Institute, Mumbai, India
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Yan M, Laperriere N, Bartels U, Bouffet E, Tsang DS. In Reply to Byun et al. Int J Radiat Oncol Biol Phys 2020; 106:219-220. [DOI: 10.1016/j.ijrobp.2019.09.046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Revised: 09/26/2019] [Accepted: 09/27/2019] [Indexed: 10/25/2022]
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Guo YR, Liu ZW, Peng S, Duan MY, Feng JW, Wang WF, Xu YH, Tang X, Zhang XZ, Ren BX, Tang FR. The Neuroprotective Effect of Amitriptyline on Radiation-Induced Impairment of Hippocampal Neurogenesis. Dose Response 2019; 17:1559325819895912. [PMID: 31903069 PMCID: PMC6926988 DOI: 10.1177/1559325819895912] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2019] [Revised: 11/25/2019] [Accepted: 11/26/2019] [Indexed: 12/13/2022] Open
Abstract
The radioprotective effect of amitriptyline, an inhibitor of acid sphingomyelinase (ASMase), on radiation-induced impairment of hippocampal neurogenesis, loss of interneuron, and animal weight changes was investigated in BALB/c mice by immunostaining of biomarkers for cell division (Ki67), immature neurons (doublecortin or DCX), and interneurons (parvalbumin or PV) in the dentate gyrus (DG) of hippocampus. The results indicated that preirradiation (with 10 mg/kg, 2 times per day, for 7 consecutive days) or postirradiation (with 10 mg/kg, 2 times per day, for 14 consecutive days) treatment (pretreatment or posttreatment) with intraperitoneal injection of amitriptyline prevented the loss of newly generated neurons, proliferating cells, and interneurons in the subgranular zone of the DG. At the molecular level, pretreatment or posttreatment inhibited the expression of sphingomyelin phosphodiesterase 1 (SMPD1) gene which codes for ASMase. The pretreatment for 7 days also prevented radiation-induced weight loss from 2 to 3 weeks, but not within 1 week after irradiation. On the other hand, the posttreatment with amitriptyline for 14 days could improve animal weight gain from 4 to 6 weeks after irradiation. The present study suggests that amitriptyline may be a promising candidate radio-neuroprotective drug to improve radiation-induced impairment of hippocampal neurogenesis and relevant neurological and neuropsychological disorders.
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Affiliation(s)
- Yu Rong Guo
- Health Center of Yangtze University, Jingzhou, Hubei, China
| | - Zi Wei Liu
- Department of Medical Imaging Center, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China
| | - Shuang Peng
- Health Center of Yangtze University, Jingzhou, Hubei, China
| | - Meng Yun Duan
- Health Center of Yangtze University, Jingzhou, Hubei, China
| | - Jing Wei Feng
- Faculty of Clinical Medicine, Harbin Medical University, Harbin, Heilongjiang, China
| | - Wei Feng Wang
- Department of Oncology, Central Hospital, Jingzhou, Hubei, China
| | - Yan Hua Xu
- Department of Oncology, Central Hospital, Jingzhou, Hubei, China
| | - Xi Tang
- Department of Oncology, Central Hospital, Jingzhou, Hubei, China
| | | | - Bo Xu Ren
- Health Center of Yangtze University, Jingzhou, Hubei, China
| | - Feng Ru Tang
- Radiation Physiology Laboratory, Singapore Nuclear Research and Safety Initiative, National University of Singapore, Singapore
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Abstract
PURPOSE OF REVIEW Adverse late effects of pediatric brain tumors can be numerous and complex and potentially alter the life trajectories of survivors in a multitude of ways. We review these inter-related late effects that compromise neurocognitive function, general health, social and psychological adjustment, and overall adaptive and vocational outcomes, and threaten to undermine the ability of survivors to transition independently into adulthood and effectively manage their care. Intervention/prevention strategies and advances in treatment that may reduce such late effects are discussed. RECENT FINDINGS Studies of neuropsychological late effects have revealed specific deficits in core cognitive functions of attention, working memory and processing speed, with many survivors demonstrating decline in working memory and processing speed over time, irrespective of tumor type or treatment. This in turn affects the ongoing development of higher order neurocognitive skills. Research also highlights the increasing burden of health-related, neuropsychological and psychosocial late effects into adulthood and impact across life outcomes. SUMMARY Pediatric brain tumor survivors require coordinated interdisciplinary care, ongoing evaluation and management of late effects, and timely interventions focused on mitigating the impact of late effects. The transition to adulthood can be especially vulnerable and addressing barriers to care is of paramount importance.
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Affiliation(s)
- Celiane Rey-Casserly
- Department of Psychiatry, Boston Children's Hospital
- Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Tanya Diver
- Department of Psychiatry, Boston Children's Hospital
- Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
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39
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Sethi R, MacDonald S. Hippocampus avoidance in pediatric patients. Neuro Oncol 2019; 21:1093-1094. [DOI: 10.1093/neuonc/noz110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Roshan Sethi
- Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts
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