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Gill SK, Rose HEL, Wilson M, Rodriguez Gutierrez D, Worthington L, Davies NP, MacPherson L, Hargrave DR, Saunders DE, Clark CA, Payne GS, Leach MO, Howe FA, Auer DP, Jaspan T, Morgan PS, Grundy RG, Avula S, Pizer B, Arvanitis TN, Peet AC. Characterisation of paediatric brain tumours by their MRS metabolite profiles. NMR Biomed 2024; 37:e5101. [PMID: 38303627 DOI: 10.1002/nbm.5101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 11/20/2023] [Accepted: 12/04/2023] [Indexed: 02/03/2024]
Abstract
1H-magnetic resonance spectroscopy (MRS) has the potential to improve the noninvasive diagnostic accuracy for paediatric brain tumours. However, studies analysing large, comprehensive, multicentre datasets are lacking, hindering translation to widespread clinical practice. Single-voxel MRS (point-resolved single-voxel spectroscopy sequence, 1.5 T: echo time [TE] 23-37 ms/135-144 ms, repetition time [TR] 1500 ms; 3 T: TE 37-41 ms/135-144 ms, TR 2000 ms) was performed from 2003 to 2012 during routine magnetic resonance imaging for a suspected brain tumour on 340 children from five hospitals with 464 spectra being available for analysis and 281 meeting quality control. Mean spectra were generated for 13 tumour types. Mann-Whitney U-tests and Kruskal-Wallis tests were used to compare mean metabolite concentrations. Receiver operator characteristic curves were used to determine the potential for individual metabolites to discriminate between specific tumour types. Principal component analysis followed by linear discriminant analysis was used to construct a classifier to discriminate the three main central nervous system tumour types in paediatrics. Mean concentrations of metabolites were shown to differ significantly between tumour types. Large variability existed across each tumour type, but individual metabolites were able to aid discrimination between some tumour types of importance. Complete metabolite profiles were found to be strongly characteristic of tumour type and, when combined with the machine learning methods, demonstrated a diagnostic accuracy of 93% for distinguishing between the three main tumour groups (medulloblastoma, pilocytic astrocytoma and ependymoma). The accuracy of this approach was similar even when data of marginal quality were included, greatly reducing the proportion of MRS excluded for poor quality. Children's brain tumours are strongly characterised by MRS metabolite profiles readily acquired during routine clinical practice, and this information can be used to support noninvasive diagnosis. This study provides both key evidence and an important resource for the future use of MRS in the diagnosis of children's brain tumours.
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Affiliation(s)
- Simrandip K Gill
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK
| | - Heather E L Rose
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK
| | - Martin Wilson
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK
| | | | - Lara Worthington
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK
- Department of Imaging and Medical Physics, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Nigel P Davies
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK
- Department of Imaging and Medical Physics, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | | | - Darren R Hargrave
- Paediatric Oncology Unit, Great Ormond Street Hospital For Sick Children, London, UK
| | - Dawn E Saunders
- Paediatric Oncology Unit, Great Ormond Street Hospital For Sick Children, London, UK
| | - Christopher A Clark
- Developmental Imaging and Biophysics Section, UCL Great Ormond Street Institute of Child Health, University College London, London, UK
| | - Geoffrey S Payne
- CRUK Cancer Imaging Centre, The Institute of Cancer Research and The Royal Marsden NHS Foundation Trust, London, UK
| | - Martin O Leach
- CRUK Cancer Imaging Centre, The Institute of Cancer Research and The Royal Marsden NHS Foundation Trust, London, UK
| | - Franklyn A Howe
- Neurosciences Research Section, Molecular and Clinical Sciences Research Institute, St George's, University of London, London, UK
| | - Dorothee P Auer
- The Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, UK
- Radiological Sciences, Department of Clinical Neuroscience, University of Nottingham, Nottingham, UK
- Neuroradiology, Nottingham University Hospital, Queen's Medical Centre, Nottingham, UK
| | - Tim Jaspan
- The Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, UK
- Neuroradiology, Nottingham University Hospital, Queen's Medical Centre, Nottingham, UK
| | - Paul S Morgan
- Medical Physics, Nottingham University Hospital, Queen's Medical Centre, Nottingham, UK
- The Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, UK
| | - Richard G Grundy
- The Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, UK
| | - Shivaram Avula
- Department of Radiology, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Barry Pizer
- Department of Paediatric Oncology, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Theodoros N Arvanitis
- Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK
- Department of Electronic, Electrical and Systems Engineering, University of Birmingham, Birmingham, UK
| | - Andrew C Peet
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK
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Walsh KS, Pizer B, Samargia-Grivette S, Lux AL, Schmahmann JD, Hartley H, Avula S. Proceedings of the first global meeting of the Posterior Fossa Society: state of the art in cerebellar mutism syndrome. Childs Nerv Syst 2024:10.1007/s00381-024-06411-x. [PMID: 38647662 DOI: 10.1007/s00381-024-06411-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Accepted: 04/13/2024] [Indexed: 04/25/2024]
Abstract
PURPOSE The Posterior Fossa Society, an international multidisciplinary group, hosted its first global meeting designed to share the current state of the evidence across the multidisciplinary elements of pediatric post-operative cerebellar mutism syndrome (pCMS). The agenda included keynote talks from world-leading speakers, compelling abstract presentations and engaging discussions led by members of the PFS special interest groups. METHODS This paper is a synopsis of the first global meeting, a 3-day program held in Liverpool, England, UK, in September 2022. RESULTS Topics included nosology, patient and family experience, cerebellar modulation of cognition, and cerebellar cognitive affective syndrome. In addition, updates from large-scale studies were shared as well as abstracts across neuroradiology, neurosurgery, diagnosis/scoring, ataxia, and rehabilitation. CONCLUSIONS Based on data-driven evidence and discussions, each special interest group created research priorities to target before the second global meeting, in the spring of 2024.
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Affiliation(s)
- Karin S Walsh
- , 15254 Shady Grove Road, Rockville, MD, 20850, USA.
- The George Washington University School of Medicine and Children's National Hospital, Washington, DC, USA.
| | - Barry Pizer
- Oncology Department, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | | | - Andrew L Lux
- Department of Paediatric Neurology, Bristol Royal Hospital for Children, Bristol, UK
| | - Jeremy D Schmahmann
- Ataxia Center, Cognitive Behavioral Neurology Unit, Laboratory for Neuroanatomy and Cerebellar Neurobiology, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, USA
| | - Helen Hartley
- Department of Physiotherapy, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Shivaram Avula
- Department of Radiology, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
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Suntharesan J, Lyulcheva-Bennett E, Hart R, Pizer B, Hayden J, Ramakrishnan R. Medulloblastoma in a child with osteoma cutis - a rare association due to loss of GNAS expression. J Pediatr Endocrinol Metab 2024; 0:jpem-2023-0533. [PMID: 38529810 DOI: 10.1515/jpem-2023-0533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 03/08/2024] [Indexed: 03/27/2024]
Abstract
OBJECTIVES Inactivating GNAS mutations result in varied phenotypes depending on parental origin. Maternally inherited mutations typically lead to hormone resistance and Albright's hereditary osteodystrophy (AHO), characterised by short stature, round facies, brachydactyly and subcutaneous ossifications. Paternal inheritance presents with features of AHO or ectopic ossification without hormone resistance. This report describes the case of a child with osteoma cutis and medulloblastoma. The objective of this report is to highlight the emerging association between inactivating germline GNAS mutations and medulloblastoma, aiming to shed light on its implications for tumor biology and promote future development of targeted surveillance strategies to improve outcomes in paediatric patients with these mutations. CASE PRESENTATION A 12-month-old boy presented with multiple plaque-like skin lesions. Biopsy confirmed osteoma cutis, prompting genetic testing which confirmed a heterozygous inactivating GNAS mutation. At 2.5 years of age, he developed neurological symptoms and was diagnosed with a desmoplastic nodular medulloblastoma, SHH molecular group, confirmed by MRI and histology. Further analysis indicated a biallelic loss of GNAS in the tumor. CONCLUSION This case provides important insights into the role of GNAS as a tumor suppressor and the emerging association between inactivating GNAS variants and the development of medulloblastoma. The case underscores the importance of careful neurological assessment and ongoing vigilance in children with known inactivating GNAS variants or associated phenotypes. Further work to establish genotype-phenotype correlations is needed to inform optimal management of these patients.
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Affiliation(s)
- Jananie Suntharesan
- Department of Endocrinology, Alder Hey Children's Hospital, Liverpool, UK
- Department of Paediatric and Adolocents Diabetes and Endocrinology, Sirimavo Bandaranayake Specialized Children's Hospital, Peradeniya, Sri Lanka
| | | | - Rachel Hart
- Liverpool Centre for Genomic Medicine (LCGM), Liverpool Women's NHS Foundation Trust, Liverpool, UK
| | - Barry Pizer
- Department of Oncology, Alder Hey Children's Hospital, Liverpool, UK
| | - James Hayden
- Department of Oncology, Alder Hey Children's Hospital, Liverpool, UK
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Zhao T, Grist JT, Auer DP, Avula S, Bailey S, Davies NP, Grundy RG, Khan O, MacPherson L, Morgan PS, Pizer B, Rose HEL, Sun Y, Wilson M, Worthington L, Arvanitis TN, Peet AC. Noise suppression of proton magnetic resonance spectroscopy improves paediatric brain tumour classification. NMR Biomed 2024:e5129. [PMID: 38494431 DOI: 10.1002/nbm.5129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 01/07/2024] [Accepted: 02/03/2024] [Indexed: 03/19/2024]
Abstract
Proton magnetic resonance spectroscopy (1 H-MRS) is increasingly used for clinical brain tumour diagnosis, but suffers from limited spectral quality. This retrospective and comparative study aims at improving paediatric brain tumour classification by performing noise suppression on clinical 1 H-MRS. Eighty-three/forty-two children with either an ependymoma (ages 4.6± $$ \pm $$ 5.3/9.3± $$ \pm $$ 5.4), a medulloblastoma (ages 6.9± $$ \pm $$ 3.5/6.5± $$ \pm $$ 4.4), or a pilocytic astrocytoma (8.0± $$ \pm $$ 3.6/6.3± $$ \pm $$ 5.0), recruited from four centres across England, were scanned with 1.5T/3T short-echo-time point-resolved spectroscopy. The acquired raw 1 H-MRS was quantified by using Totally Automatic Robust Quantitation in NMR (TARQUIN), assessed by experienced spectroscopists, and processed with adaptive wavelet noise suppression (AWNS). Metabolite concentrations were extracted as features, selected based on multiclass receiver operating characteristics, and finally used for identifying brain tumour types with supervised machine learning. The minority class was oversampled through the synthetic minority oversampling technique for comparison purposes. Post-noise-suppression 1 H-MRS showed significantly elevated signal-to-noise ratios (P < .05, Wilcoxon signed-rank test), stable full width at half-maximum (P > .05, Wilcoxon signed-rank test), and significantly higher classification accuracy (P < .05, Wilcoxon signed-rank test). Specifically, the cross-validated overall and balanced classification accuracies can be improved from 81% to 88% overall and 76% to 86% balanced for the 1.5T cohort, whilst for the 3T cohort they can be improved from 62% to 76% overall and 46% to 56%, by applying Naïve Bayes on the oversampled 1 H-MRS. The study shows that fitting-based signal-to-noise ratios of clinical 1 H-MRS can be significantly improved by using AWNS with insignificantly altered line width, and the post-noise-suppression 1 H-MRS may have better diagnostic performance for paediatric brain tumours.
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Affiliation(s)
- Teddy Zhao
- Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Oncology, Birmingham Children's Hospital, Birmingham, UK
| | - James T Grist
- Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Dorothee P Auer
- Clinical Neuroscience, University of Nottingham, Nottingham, UK
| | - Shivaram Avula
- Radiology, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Simon Bailey
- Paediatric Oncology, Great North Children's Hospital, Newcastle upon Tyne, UK
| | - Nigel P Davies
- Imaging and Medical Physics, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | | | - Omar Khan
- Digital Healthcare, WMG, University of Warwick, Coventry, UK
| | | | - Paul S Morgan
- Clinical Neuroscience, University of Nottingham, Nottingham, UK
- Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, UK
- Medical Physics, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | | | - Heather E L Rose
- Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Oncology, Birmingham Children's Hospital, Birmingham, UK
| | - Yu Sun
- Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Oncology, Birmingham Children's Hospital, Birmingham, UK
| | - Martin Wilson
- Centre for Human Brain Health, University of Birmingham, Birmingham, UK
| | - Lara Worthington
- Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Oncology, Birmingham Children's Hospital, Birmingham, UK
- RRPPS, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Theodoros N Arvanitis
- Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Oncology, Birmingham Children's Hospital, Birmingham, UK
- Digital Healthcare, WMG, University of Warwick, Coventry, UK
- Engineering, University of Birmingham, Birmingham, UK
| | - Andrew C Peet
- Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Oncology, Birmingham Children's Hospital, Birmingham, UK
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Schofield J, Harcus M, Pizer B, Jorgensen A, McWilliam S. Long-term cisplatin nephrotoxicity after childhood cancer: a systematic review and meta-analysis. Pediatr Nephrol 2024; 39:699-710. [PMID: 37726572 PMCID: PMC10817831 DOI: 10.1007/s00467-023-06149-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 08/15/2023] [Accepted: 08/16/2023] [Indexed: 09/21/2023]
Abstract
BACKGROUND Cisplatin is a chemotherapeutic drug commonly used in the treatment of many childhood solid malignancies. It is known to cause long-term nephrotoxicity, most commonly manifesting as reduced glomerular filtration rate and hypomagnesaemia. Existing literature regarding the epidemiology of long-term nephrotoxicity in childhood cancer describes large variation in prevalence and risk factors. OBJECTIVES This study is to evaluate the prevalence of, and risk factors for, long-term cisplatin nephrotoxicity after treatment for childhood cancer. STUDY ELIGIBILITY CRITERIA Studies were eligible for inclusion if they: (i) evaluated participants treated with cisplatin who were diagnosed with cancer < 18 years of age; (ii) investigated any author-defined measure of nephrotoxicity; and (iii) performed this evaluation 3 or more months after cisplatin cessation. Studies whose scope was broader than this were included if appropriate subgroup analysis was performed. RESULTS Prevalence of reduced glomerular filtration rate (GFR) ranged between 5.9 and 48.1%. Pooled prevalence of reduced GFR using studies with a modern consensus threshold of 90 ml/min/1.73 m2 was 29% (95% CI 0.0-58%). Prevalence of hypomagnesaemia ranged between 8.0 and 71.4%. Pooled prevalence of hypomagnesaemia was 37% (95% CI 22-51%). Substantial heterogeneity was present, with I2 statistics of 94% and 73% for reduced GFR and hypomagnesaemia respectively. All large, long-term follow-up studies described increased risk of reduced GFR with increasing cumulative cisplatin dose. Included studies varied as to whether cisplatin was a risk factor for proteinuria, and whether age was a risk factor for cisplatin nephrotoxicity. LIMITATIONS A wide range of study methodologies were noted which impeded analysis. No studies yielded data from developing health-care settings. No non-English studies were included, further limiting generalisability. CONCLUSIONS Both of the most common manifestations of long-term cisplatin nephrotoxicity have a prevalence of approximately a third, with increasing cumulative dose conferring increased risk of nephrotoxicity. Further work is needed to characterise the relationship between reduced GFR and hypomagnesaemia, investigate other risk factors and understand the interindividual variation in susceptibility to nephrotoxicity.
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Affiliation(s)
- Jessica Schofield
- Department of Women's and Children's Health, University of Liverpool, Liverpool, UK
| | - Matthew Harcus
- Department of Paediatric Oncology, Alder Hey Children's Hospital, Liverpool, UK
| | - Barry Pizer
- Department of Paediatric Oncology, Alder Hey Children's Hospital, Liverpool, UK
| | - Andrea Jorgensen
- Department of Biostatistics, University of Liverpool, Liverpool, UK
| | - Stephen McWilliam
- Department of Women's and Children's Health, University of Liverpool, Liverpool, UK.
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Wilson JS, Main C, Thorp N, Taylor RE, Majothi S, Kearns PR, English M, Dandapani M, Phillips R, Wheatley K, Pizer B. Correction to: The effectiveness and safety of proton beam radiation therapy in children and young adults with Central Nervous System (CNS) tumours: a systematic review. J Neurooncol 2024; 167:35-37. [PMID: 38441841 PMCID: PMC10978623 DOI: 10.1007/s11060-024-04612-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2024]
Affiliation(s)
- Jayne S Wilson
- Cancer Research UK Clinical Trials Unit (CRCTU), Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK.
| | - Caroline Main
- Cancer Research UK Clinical Trials Unit (CRCTU), Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Nicky Thorp
- The Clatterbridge Cancer Centre, Liverpool, UK
- The Christie Hospital Foundation Trust Proton Beam Therapy Centre, Manchester, UK
| | | | - Saimma Majothi
- Cancer Research UK Clinical Trials Unit (CRCTU), Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Pamela R Kearns
- Cancer Research UK Clinical Trials Unit (CRCTU), Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Birmingham Women's and Children's Hospital NHS Foundation Trust, Birmingham, UK
- National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Martin English
- Birmingham Women's and Children's Hospital NHS Foundation Trust, Birmingham, UK
| | - Madhumita Dandapani
- Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, UK
- Queen's Medical Centre, Nottingham University Hospitals' NHS Trust, Nottingham, UK
| | - Robert Phillips
- Centre for Reviews and Dissemination (CRD), University of York, York, UK
| | - Keith Wheatley
- Cancer Research UK Clinical Trials Unit (CRCTU), Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Barry Pizer
- Alder Hey Children's NHS Foundation Trust, Liverpool, UK
- University of Liverpool, Liverpool, UK
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Wilson JS, Main C, Thorp N, Taylor RE, Majothi S, Kearns PR, English M, Dandapani M, Phillips R, Wheatley K, Pizer B. The effectiveness and safety of proton beam radiation therapy in children and young adults with Central Nervous System (CNS) tumours: a systematic review. J Neurooncol 2024; 167:1-34. [PMID: 38294638 PMCID: PMC10978619 DOI: 10.1007/s11060-023-04510-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 11/14/2023] [Indexed: 02/01/2024]
Abstract
BACKGROUND Central nervous system (CNS) tumours account for around 25% of childhood neoplasms. With multi-modal therapy, 5-year survival is at around 75% in the UK. Conventional photon radiotherapy has made significant contributions to survival, but can be associated with long-term side effects. Proton beam radiotherapy (PBT) reduces the volume of irradiated tissue outside the tumour target volume which may potentially reduce toxicity. Our aim was to assess the effectiveness and safety of PBT and make recommendations for future research for this evolving treatment. METHODS A systematic review assessing the effects of PBT for treating CNS tumours in children/young adults was undertaken using methods recommended by Cochrane and reported using PRISMA guidelines. Any study design was included where clinical and toxicity outcomes were reported. Searches were to May 2021, with a narrative synthesis employed. RESULTS Thirty-one case series studies involving 1731 patients from 10 PBT centres were included. Eleven studies involved children with medulloblastoma / primitive neuroectodermal tumours (n = 712), five ependymoma (n = 398), four atypical teratoid/rhabdoid tumour (n = 72), six craniopharyngioma (n = 272), three low-grade gliomas (n = 233), one germ cell tumours (n = 22) and one pineoblastoma (n = 22). Clinical outcomes were the most frequently reported with overall survival values ranging from 100 to 28% depending on the tumour type. Endocrine outcomes were the most frequently reported toxicity outcomes with quality of life the least reported. CONCLUSIONS This review highlights areas of uncertainty in this research area. A well-defined, well-funded research agenda is needed to best maximise the potential of PBT. SYSTEMATIC REVIEW REGISTRATION PROSPERO-CRD42016036802.
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Affiliation(s)
- Jayne S Wilson
- Cancer Research UK Clinical Trials Unit (CRCTU), Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK.
| | - Caroline Main
- Cancer Research UK Clinical Trials Unit (CRCTU), Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Nicky Thorp
- The Clatterbridge Cancer Centre, Liverpool, UK
- The Christie Hospital Foundation Trust Proton Beam Therapy Centre, Manchester, UK
| | | | - Saimma Majothi
- Cancer Research UK Clinical Trials Unit (CRCTU), Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Pamela R Kearns
- Cancer Research UK Clinical Trials Unit (CRCTU), Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Birmingham Women's and Children's Hospital NHS Foundation Trust, Birmingham, UK
- National Institute for Health Research (NIHR) Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Martin English
- Birmingham Women's and Children's Hospital NHS Foundation Trust, Birmingham, UK
| | - Madhumita Dandapani
- Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, UK
- Queen's Medical Centre, Nottingham University Hospitals' NHS Trust, Nottingham, UK
| | - Robert Phillips
- Centre for Reviews and Dissemination (CRD), University of York, York, UK
| | - Keith Wheatley
- Cancer Research UK Clinical Trials Unit (CRCTU), Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Barry Pizer
- Alder Hey Children's NHS Foundation Trust, Liverpool, UK
- University of Liverpool, Liverpool, UK
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Kohe S, Bennett C, Burté F, Adiamah M, Rose H, Worthington L, Scerif F, MacPherson L, Gill S, Hicks D, Schwalbe EC, Crosier S, Storer L, Lourdusamy A, Mitra D, Morgan PS, Dineen RA, Avula S, Pizer B, Wilson M, Davies N, Tennant D, Bailey S, Williamson D, Arvanitis TN, Grundy RG, Clifford SC, Peet AC. Metabolite profiles of medulloblastoma for rapid and non-invasive detection of molecular disease groups. EBioMedicine 2024; 100:104958. [PMID: 38184938 PMCID: PMC10808898 DOI: 10.1016/j.ebiom.2023.104958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 12/13/2023] [Accepted: 12/21/2023] [Indexed: 01/09/2024] Open
Abstract
BACKGROUND The malignant childhood brain tumour, medulloblastoma, is classified clinically into molecular groups which guide therapy. DNA-methylation profiling is the current classification 'gold-standard', typically delivered 3-4 weeks post-surgery. Pre-surgery non-invasive diagnostics thus offer significant potential to improve early diagnosis and clinical management. Here, we determine tumour metabolite profiles of the four medulloblastoma groups, assess their diagnostic utility using tumour tissue and potential for non-invasive diagnosis using in vivo magnetic resonance spectroscopy (MRS). METHODS Metabolite profiles were acquired by high-resolution magic-angle spinning NMR spectroscopy (MAS) from 86 medulloblastomas (from 59 male and 27 female patients), previously classified by DNA-methylation array (WNT (n = 9), SHH (n = 22), Group3 (n = 21), Group4 (n = 34)); RNA-seq data was available for sixty. Unsupervised class-discovery was performed and a support vector machine (SVM) constructed to assess diagnostic performance. The SVM classifier was adapted to use only metabolites (n = 10) routinely quantified from in vivo MRS data, and re-tested. Glutamate was assessed as a predictor of overall survival. FINDINGS Group-specific metabolite profiles were identified; tumours clustered with good concordance to their reference molecular group (93%). GABA was only detected in WNT, taurine was low in SHH and lipids were high in Group3. The tissue-based metabolite SVM classifier had a cross-validated accuracy of 89% (100% for WNT) and, adapted to use metabolites routinely quantified in vivo, gave a combined classification accuracy of 90% for SHH, Group3 and Group4. Glutamate predicted survival after incorporating known risk-factors (HR = 3.39, 95% CI 1.4-8.1, p = 0.025). INTERPRETATION Tissue metabolite profiles characterise medulloblastoma molecular groups. Their combination with machine learning can aid rapid diagnosis from tissue and potentially in vivo. Specific metabolites provide important information; GABA identifying WNT and glutamate conferring poor prognosis. FUNDING Children with Cancer UK, Cancer Research UK, Children's Cancer North and a Newcastle University PhD studentship.
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Affiliation(s)
- Sarah Kohe
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK; Birmingham Children's Hospital, Birmingham, UK
| | - Christopher Bennett
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK; Birmingham Children's Hospital, Birmingham, UK
| | - Florence Burté
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Magretta Adiamah
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Heather Rose
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK; Birmingham Children's Hospital, Birmingham, UK
| | - Lara Worthington
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK; Birmingham Children's Hospital, Birmingham, UK; RRPPS, University Hospital Birmingham, Birmingham, UK
| | - Fatma Scerif
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | | | - Simrandip Gill
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK; Birmingham Children's Hospital, Birmingham, UK
| | - Debbie Hicks
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Edward C Schwalbe
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK; Department of Applied Sciences, Northumbria University, Newcastle upon Tyne, UK
| | - Stephen Crosier
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Lisa Storer
- Children's Brain Tumour Research Centre, Queen's Medical Centre, University of Nottingham, Nottingham, UK
| | - Ambarasu Lourdusamy
- Children's Brain Tumour Research Centre, Queen's Medical Centre, University of Nottingham, Nottingham, UK
| | - Dipyan Mitra
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Paul S Morgan
- Children's Brain Tumour Research Centre, Queen's Medical Centre, University of Nottingham, Nottingham, UK
| | - Robert A Dineen
- Radiological Sciences, Division of Clinical Neuroscience, University of Nottingham, Nottingham, UK; Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, UK
| | | | | | - Martin Wilson
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK; Birmingham Children's Hospital, Birmingham, UK
| | - Nigel Davies
- RRPPS, University Hospital Birmingham, Birmingham, UK
| | - Daniel Tennant
- Institute of Metabolism and Systems Research, University of Birmingham, UK
| | - Simon Bailey
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Daniel Williamson
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Theodoros N Arvanitis
- Department of Electronic, Electrical and Systems Engineering, University of Birmingham, UK
| | - Richard G Grundy
- Children's Brain Tumour Research Centre, Queen's Medical Centre, University of Nottingham, Nottingham, UK
| | - Steven C Clifford
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK.
| | - Andrew C Peet
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK; Birmingham Children's Hospital, Birmingham, UK.
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9
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Persson K, Boeg Thomsen D, Fyrberg Å, Castor C, Aasved Hjort M, Andreozzi B, Grillner P, Kjær Grønbæk J, Jakus J, Juhler M, Mallucci C, Mathiasen R, Molinari E, Pizer B, Sehested A, Troks-Berzinskiene A, van Baarsen K, Tiberg I. Preoperative word-finding difficulties in children with posterior fossa tumours: a European cross-sectional study. Childs Nerv Syst 2024; 40:87-97. [PMID: 37682305 PMCID: PMC10761395 DOI: 10.1007/s00381-023-06119-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 08/04/2023] [Indexed: 09/09/2023]
Abstract
PURPOSE Posterior fossa tumour surgery in children entails a high risk for severe speech and language impairments, but few studies have investigated the effect of the tumour on language prior to surgery. The current crosslinguistic study addresses this gap. We investigated the prevalence of preoperative word-finding difficulties, examined associations with medical and demographic characteristics, and analysed lexical errors. METHODS We included 148 children aged 5-17 years with a posterior fossa tumour. Word-finding ability was assessed by means of a picture-naming test, Wordrace, and difficulties in accuracy and speed were identified by cut-off values. A norm-based subanalysis evaluated performance in a Swedish subsample. We compared the demographic and medical characteristics of children with slow, inaccurate, or combined slow and inaccurate word finding to the characteristics of children without word-finding difficulties and conducted a lexical error analysis. RESULTS Thirty-seven percent (n = 55) presented with slow word finding, 24% (n = 35) with inaccurate word finding, and 16% (n = 23) with both slow and inaccurate word finding. Children with posterior fossa tumours were twice as slow as children in the norming sample. Right-hemisphere and brainstem location posed a higher risk for preoperative word-finding difficulties, relative to left-hemisphere location, and difficulties were more prevalent in boys than in girls. The most frequent errors were lack of response and semantically related sideordinated words. CONCLUSION Word-finding difficulties are frequent in children with posterior fossa tumours, especially in boys and in children with right-hemisphere and brainstem tumours. Errors resemble those observed in typical development and children with word-finding difficulties.
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Affiliation(s)
- K Persson
- Department of Health Sciences, Lund University, Box 117, 221 00, Lund, Sweden.
| | - D Boeg Thomsen
- Department of Nordic Studies and Linguistics, University of Copenhagen, Emil Holms Kanal 2, 2300, Copenhagen, Denmark
- Department of Neurosurgery, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen E, Denmark
| | - Å Fyrberg
- Department of Speech and Language Pathology, University of Gothenburg, Medicinaregatan 11, 405 30, Gothenburg, Sweden
| | - C Castor
- Department of Health Sciences, Lund University, Box 117, 221 00, Lund, Sweden
| | - M Aasved Hjort
- Department of Pediatric Hematology and Oncology, St Olavs Hospital, Postboks 3250 Torgarden, 7006, Trondheim, Norway
| | - B Andreozzi
- Department of Hematology/Oncology, Cell and Gene Therapy, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - P Grillner
- Pediatric Oncology Unit, Astrid Lindgren's Children's Hospital, Karolinskavägen 6, 171 76, Stockholm, Sweden
| | - J Kjær Grønbæk
- Department of Neurosurgery, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen E, Denmark
- Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen E, Denmark
| | - J Jakus
- WOW Speech Studio, Üllői út 189, Budapest, 1091, Hungary
| | - M Juhler
- Department of Neurosurgery, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen E, Denmark
- Department of Neurosurgery, Aarhus University Hospital, Palle Juul-Jensens, Boulevard 99, 8200, Aarhus, Denmark
| | - C Mallucci
- Department of Neurosurgery, Alder Hey Children's NHS Foundation Trust, E. Prescot Road, Liverpool, L14 5AB, UK
| | - R Mathiasen
- Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen E, Denmark
| | - E Molinari
- University of Edinburgh, Old College, South Bridge, Edinburgh, EH8 9YL, UK
- Department of Neurology, The Queen Elizabeth University Hospital, University of Glasgow, University Avenue, Glasgow, G12 8QQ, UK
| | - B Pizer
- University of Liverpool, Brownlow Hill, Liverpool, L69 3BX, UK
| | - A Sehested
- Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen E, Denmark
| | - A Troks-Berzinskiene
- Department of Pediatrics, Lithuanian, University of Health Science, Mickeviciaus 9, 44307, Kaunas, Lithuania
| | - K van Baarsen
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS, Utrecht, The Netherlands
| | - I Tiberg
- Department of Health Sciences, Lund University, Box 117, 221 00, Lund, Sweden
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10
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Jackson TJ, Napper R, Haeusler GM, Pizer B, Bate J, Grundy RG, Samarasinghe S, Angelini P, Ball-Gamble A, Phillips B, Morgan JE. Can I go home now? The safety and efficacy of a new UK paediatric febrile neutropenia protocol for risk-stratified early discharge on oral antibiotics. Arch Dis Child 2023; 108:192-197. [PMID: 36600323 PMCID: PMC9985710 DOI: 10.1136/archdischild-2021-323254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 11/26/2022] [Indexed: 12/15/2022]
Abstract
OBJECTIVE To evaluate a new protocol of risk stratification and early discharge for children with febrile neutropenia (FN). DESIGN Prospective service evaluation from 17 April 2020 to 16 April 2021. SETTING 13 specialist centres in the UK. PATIENTS 405 children presenting with FN. INTERVENTION All children received intravenous antibiotics at presentation. Risk stratification was determined using the Australian-UK-Swiss (AUS) rule and eligibility for homecare assessed using criteria including disease, chemotherapy, presenting features and social factors. Those eligible for homecare could be discharged on oral antibiotics after a period of observation proportional to their risk group. MAIN OUTCOME MEASURES Median duration of admission and of intravenous antibiotics, and percentage of patients with positive blood cultures, significant infection, readmission within 7 days of initial presentation, intensive care unit (ICU) admission, death from infection and death from other causes. RESULTS 13 centres contributed 729 initial presentations of 405 patients. AUS rule scores were positively correlated with positive blood cultures, significant infection, ICU admission and death. 20% of children were eligible for homecare with oral antibiotics, of which 55% were low risk (AUS 0-1). 46% low-risk homecare eligible patients were discharged by 24 hours vs 2% homecare ineligible. Homecare readmission rates were 14% overall and 16% for low-risk cases (similar to a meta-analysis of previous studies). No child eligible for homecare was admitted to ICU or died. CONCLUSIONS Use of the AUS rule and homecare criteria allow for safe early outpatient management of children with FN.
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Affiliation(s)
- Thomas John Jackson
- Paediatric Oncology, University College London Hospital, London, UK
- UCL Great Ormond Street Institute of Child Health, London, UK
| | - Rachel Napper
- Regional Department of Paediatric Haematology and Oncology, Leeds Children's Hospital, Leeds, UK
| | - Gabrielle M Haeusler
- Infectious Diseases and Infection Control, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Murdoch Children's Research Institute, Melbourne, Victoria, Australia
| | - Barry Pizer
- Paediatric Oncology, Royal Liverpool Children's Hospital, Liverpool, UK
| | - Jessica Bate
- Paediatric Oncology, Southampton Children's Hospital, Southampton, UK
| | - Richard G Grundy
- Children's Cancer Leukaemia Group Chair, University of Nottingham, Nottingham, UK
| | - Sujith Samarasinghe
- Paediatric Haematology, Great Ormond Street Hospital for Children, London, UK
| | - Paola Angelini
- Children and Young People Unit, Royal Marsden Hospital Sutton, Sutton, UK
| | | | - Bob Phillips
- Leeds Children's Hospital, Leeds, UK
- Centre for Reviews and Dissemination, University of York, York, UK
| | - Jessica Elizabeth Morgan
- Leeds Children's Hospital, Leeds, UK
- Centre for Reviews and Dissemination, University of York, York, UK
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11
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Wright SH, Blumenow W, Kumar R, Mallucci C, Felton A, McMahon S, Hennigan D, Avula S, Pizer B. Prevalence of dysphagia following posterior fossa tumour resection in children: the Alder Hey experience. Childs Nerv Syst 2023; 39:609-616. [PMID: 36512048 DOI: 10.1007/s00381-022-05774-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 11/23/2022] [Indexed: 12/15/2022]
Abstract
BACKGROUND Surgery for posterior fossa tumours (PFTs) in children is associated with bulbar palsy and swallowing difficulties although this risk is not well defined in the literature and issues contributing to dysphagia following surgery are not fully understood. AIMS This study aims to study the eating, drinking and swallowing function of children following PFT resection in a specialist paediatric neurosurgery centre. This included the frequency and duration of dysphagia, the risk of aspiration and the link between tumour type and dysphagia. MATERIALS AND METHODS This is a retrospective review of children undergoing surgery for PFT between 2014 and 2019. Information was obtained from the patients' hospital and speech and language therapy (SLT) notes, oncology database and clinical letters. The International Dysphagia Diet Standardisation Initiative (IDDSI) Framework was used to describe food and fluid modifications. RESULTS Seventy children had surgery to resect a posterior fossa tumour at Alder Hey from 2014 to 2019. Thirty-one children were included in the study following referral to SLT. Videofluoroscopy (VF) was undertaken at our institution in 68% (21/31) of cases. Fifty-two percent (11/21) of children aspirated or were considered at risk, and 55% (6/11) of those who aspirated showed silent aspiration. After 3 months, 43% (13/30) still required modified food and/or fluid textures, with this proportion reducing as time progressed. By tumour type, VF was performed in 5/7 medulloblastoma patients with 3/5 showing aspiration and 3/3 silently aspirating; in 8/9 patients with ependymoma with 4/8 patients aspirating with 2/4 showing silent aspiration; and 6/12 glioma patients with 4/6 aspirating with 1/4 showing silent aspiration. CONCLUSION Swallowing difficulties, including silent aspiration, are an important complication of PFT resection. A proportion of children will need ongoing food and/or fluid modification. Further study into dysphagia following PFT resection is indicated.
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Affiliation(s)
- Samantha H Wright
- Department of Speech and Language Therapy, Alder Hey Children's NHS Foundation Trust, Liverpool, UK.
| | - Wendy Blumenow
- Department of Speech and Language Therapy, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Ram Kumar
- Department of Neurology, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Conor Mallucci
- Department of Neurosurgery, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Alison Felton
- Department of Speech and Language Therapy, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Siobhan McMahon
- Department of Speech and Language Therapy, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Dawn Hennigan
- Department of Neurosurgery, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Shivaram Avula
- Department of Radiology, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Barry Pizer
- Department of Oncology, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
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12
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Powell SJ, Withey SB, Sun Y, Grist JT, Novak J, MacPherson L, Abernethy L, Pizer B, Grundy R, Morgan PS, Jaspan T, Bailey S, Mitra D, Auer DP, Avula S, Arvanitis TN, Peet A. Applying machine learning classifiers to automate quality assessment of paediatric dynamic susceptibility contrast (DSC-) MRI data. Br J Radiol 2023; 96:20201465. [PMID: 36802769 PMCID: PMC10161906 DOI: 10.1259/bjr.20201465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/22/2023] Open
Abstract
OBJECTIVE Investigate the performance of qualitative review (QR) for assessing dynamic susceptibility contrast (DSC-) MRI data quality in paediatric normal brain and develop an automated alternative to QR. METHODS 1027 signal-time courses were assessed by Reviewer 1 using QR. 243 were additionally assessed by Reviewer 2 and % disagreements and Cohen's κ (κ) were calculated. The signal drop-to-noise ratio (SDNR), root mean square error (RMSE), full width half maximum (FWHM) and percentage signal recovery (PSR) were calculated for the 1027 signal-time courses. Data quality thresholds for each measure were determined using QR results. The measures and QR results trained machine learning classifiers. Sensitivity, specificity, precision, classification error and area under the curve from a receiver operating characteristic curve were calculated for each threshold and classifier. RESULTS Comparing reviewers gave 7% disagreements and κ = 0.83. Data quality thresholds of: 7.6 for SDNR; 0.019 for RMSE; 3 s and 19 s for FWHM; and 42.9 and 130.4% for PSR were produced. SDNR gave the best sensitivity, specificity, precision, classification error and area under the curve values of 0.86, 0.86, 0.93, 14.2% and 0.83. Random forest was the best machine learning classifier, giving sensitivity, specificity, precision, classification error and area under the curve of 0.94, 0.83, 0.93, 9.3% and 0.89. CONCLUSION The reviewers showed good agreement. Machine learning classifiers trained on signal-time course measures and QR can assess quality. Combining multiple measures reduces misclassification. ADVANCES IN KNOWLEDGE A new automated quality control method was developed, which trained machine learning classifiers using QR results.
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Affiliation(s)
- Stephen J Powell
- Physical Sciences for Health CDT, University of Birmingham, Birmingham, United Kingdom.,Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Stephanie B Withey
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom.,Department of Oncology, Birmingham Children's Hospital, Birmingham, United Kingdom.,RRPPS, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom
| | - Yu Sun
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom.,School of Biological Sciences and Medical Engineering, Southeast University, Nanjing, China
| | - James T Grist
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Jan Novak
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom.,Department of Oncology, Birmingham Children's Hospital, Birmingham, United Kingdom.,Department of Psychology, Aston Brain Centre, School of Life and Health Sciences, Aston University, Birmingham, United Kingdom
| | - Lesley MacPherson
- Radiology, Birmingham Children's Hospital, Birmingham, United Kingdom
| | - Laurence Abernethy
- Radiology, Alder Hey Children's NHS Foundation Trust, Liverpool, United Kingdom
| | - Barry Pizer
- Oncology, Alder Hey Children's NHS Foundation Trust, Liverpool, United Kingdom
| | - Richard Grundy
- The Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, United Kingdom
| | - Paul S Morgan
- The Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, United Kingdom.,Medical Physics, Nottingham University Hospitals, Nottingham, United Kingdom.,NIHR Nottingham Biomedical Research Centre, Nottingham, United Kingdom
| | - Tim Jaspan
- The Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, United Kingdom.,Radiology, Nottingham University Hospitals, Nottingham, United Kingdom
| | - Simon Bailey
- Sir James Spence Institute of Child Health, Royal Victoria Infirmary, Newcastle upon Tyne, United Kingdom
| | - Dipayan Mitra
- Neuroradiology, The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
| | - Dorothee P Auer
- Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, United Kingdom
| | - Shivaram Avula
- Radiology, Alder Hey Children's NHS Foundation Trust, Liverpool, United Kingdom
| | - Theodoros N Arvanitis
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom.,Department of Oncology, Birmingham Children's Hospital, Birmingham, United Kingdom.,Institute of Digital Healthcare, WMG, University of Warwick, Coventry, United Kingdom
| | - Andrew Peet
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom.,Department of Oncology, Birmingham Children's Hospital, Birmingham, United Kingdom
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13
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Hurkmans EGE, Klumpers MJ, Dello Russo C, De Witte W, Guchelaar HJ, Gelderblom H, Cleton-Jansen AM, Vermeulen SH, Kaal S, van der Graaf WTA, Flucke U, Gidding CEM, Schreuder HWB, de Bont ESJM, Caron HN, Gattuso G, Schiavello E, Terenziani M, Massimino M, McCowage G, Nagabushan S, Limaye A, Rose V, Catchpoole D, Jorgensen AL, Barton C, Delaney L, Hawcutt DB, Pirmohamed M, Pizer B, Coenen MJH, te Loo DMWM. Genome-wide analyses of platinum-induced ototoxicity in childhood cancer patients: Results of GO-CAT and United Kingdom MAGIC consortia. Front Pharmacol 2023; 13:980309. [PMID: 36699085 PMCID: PMC9870026 DOI: 10.3389/fphar.2022.980309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Accepted: 12/14/2022] [Indexed: 01/11/2023] Open
Abstract
Hearing loss (ototoxicity) is a major adverse effect of cisplatin and carboplatin chemotherapy. The aim of this study is to identify novel genetic variants that play a role in platinum-induced ototoxicity. Therefore, a genome-wide association study was performed in the Genetics of Childhood Cancer Treatment (GO-CAT) cohort (n = 261) and the United Kingdom Molecular Genetics of Adverse Drug Reactions in Children Study (United Kingdom MAGIC) cohort (n = 248). Results of both cohorts were combined in a meta-analysis. In primary analysis, patients with SIOP Boston Ototoxicity Scale grade ≥1 were considered cases, and patients with grade 0 were controls. Variants with a p-value <10-5 were replicated in previously published data by the PanCareLIFE cohort (n = 390). No genome-wide significant associations were found, but variants in TSPAN5, RBBP4P5, AC010090.1 and RNU6-38P were suggestively associated with platinum-induced ototoxicity. The lowest p-value was found for rs7671702 in TSPAN5 (odds ratio 2.0 (95% confidence interval 1.5-2.7), p-value 5.0 × 10-7). None of the associations were significant in the replication cohort, although the effect directions were consistent among all cohorts. Validation and functional understanding of these genetic variants could lead to more insights in the development of platinum-induced ototoxicity.
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Affiliation(s)
| | - Marije J. Klumpers
- Department of Pediatrics, Radboud University Medical Center, Nijmegen, Netherlands
| | - Cinzia Dello Russo
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology (ISMIB), University of Liverpool, Liverpool, United Kingdom,Department of Healthcare Surveillance and Bioethics, Section of Pharmacology, Università Cattolica del Sacro Cuore-Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Ward De Witte
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, Netherlands
| | - Henk-Jan Guchelaar
- Department of Clinical Pharmacy & Toxicology, Leiden University Medical Center, Leiden, Netherlands
| | - Hans Gelderblom
- Department of Medical Oncology, Leiden University Medical Center, Leiden, Netherlands
| | | | - Sita H. Vermeulen
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, Netherlands
| | - Suzanne Kaal
- Department of Medical Oncology, Radboud University Medical Center, Nijmegen, Netherlands
| | - Winette T. A. van der Graaf
- Department of Medical Oncology, Radboud University Medical Center, Nijmegen, Netherlands,Department of Medical Oncology, Netherlands Cancer Institute, Amsterdam, Netherlands
| | - Uta Flucke
- Department of Pathology, Radboud University Medical Center, Nijmegen, Netherlands
| | | | | | - Eveline S. J. M. de Bont
- Department of Pediatrics, Beatrix Children’s Hospital, University Medical Center Groningen, Groningen, Netherlands
| | - Huib N. Caron
- Department of Pediatrics, Amsterdam University Medical Centers, Emma Children’s Hospital, Amsterdam, Netherlands
| | - Giovanna Gattuso
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Elisabetta Schiavello
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Monica Terenziani
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Maura Massimino
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Geoff McCowage
- Cancer Centre for Children, The Children’s Hospital at Westmead, Sydney, NSW, Australia
| | - Sumanth Nagabushan
- Cancer Centre for Children, The Children’s Hospital at Westmead, Sydney, NSW, Australia,Discipline of Child and Adolescent Health, University of Sydney, Sydney, NSW, Australia
| | - Anuja Limaye
- Department of Audiology, The Children’s Hospital at Westmead, Sydney, NSW, Australia
| | - Victoria Rose
- Department of Neuro-Otology, Royal Prince Alfred Hospital, University of Sydney, Sydney, NSW, Australia
| | - Daniel Catchpoole
- Children’s Cancer Research Unit, The Children’s Hospital at Westmead, Sydney, NSW, Australia
| | - Andrea L. Jorgensen
- Department of Health Data Science, University of Liverpool, Liverpool, United Kingdom
| | - Christopher Barton
- Department of Women’s and Children’s Health, University of Liverpool, Liverpool, United Kingdom
| | - Lucy Delaney
- Department of Women’s and Children’s Health, University of Liverpool, Liverpool, United Kingdom
| | - Daniel B. Hawcutt
- Department of Women’s and Children’s Health, University of Liverpool, Liverpool, United Kingdom,NIHR Alder Hey Clinical Research Facility, Alder Hey Children’s Hospital, Liverpool, United Kingdom
| | - Munir Pirmohamed
- Department of Pharmacology and Therapeutics, University of Liverpool, Liverpool, United Kingdom
| | - Barry Pizer
- Department of Pediatric Oncology, Alder Hey Children’s Hospital, Liverpool, United Kingdom
| | - Marieke J. H. Coenen
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, Netherlands
| | - D. Maroeska W. M. te Loo
- Department of Pediatrics, Radboud University Medical Center, Nijmegen, Netherlands,*Correspondence: D. Maroeska W. M. te Loo,
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14
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Chadda KR, Solano-Páez P, Khan S, Llempén-López M, Phyu P, Horan G, Trotman J, Tarpey P, Erker C, Lindsay H, Addy D, Jacques TS, Allinson K, Pizer B, Huang A, Murray MJ. Embryonal tumor with multilayered rosettes: Overview of diagnosis and therapy. Neurooncol Adv 2023; 5:vdad052. [PMID: 37727849 PMCID: PMC10506690 DOI: 10.1093/noajnl/vdad052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/21/2023] Open
Affiliation(s)
- Karan R Chadda
- Department of Pathology, University of Cambridge, Cambridge, UK
| | - Palma Solano-Páez
- Department of Pediatric Hematology and Oncology, Hospital Infantil Virgen del Rocio, Seville, Spain
| | - Sara Khan
- Arthur and Sonia Labatt Brain Tumor Research Centre, Hospital for Sick Children, Toronto, Ontario, Canada
- Monash Children’s Cancer Centre, Monash Children’s Hospital, Monash Health, Melbourne, Victoria, Australia
- Center for Cancer Research, Hudson Institute of Medical Research, Melbourne, Victoria, Australia
- Department of Molecular and Translational Science, School of Medicine, Nursing and Health Science, Monash University, Melbourne, Victoria, Australia
| | - Mercedes Llempén-López
- Department of Pediatric Hematology and Oncology, Hospital Infantil Virgen del Rocio, Seville, Spain
| | - Poe Phyu
- Department of Radiology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Gail Horan
- Department of Oncology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Jamie Trotman
- East Genomics Laboratory Hub (GLH) Genetics Laboratory, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Patrick Tarpey
- East Genomics Laboratory Hub (GLH) Genetics Laboratory, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Craig Erker
- Department of Pediatrics, Division of Pediatric Hematology/Oncology, Dalhousie University and IWK Health Centre, Halifax, Nova Scotia, Canada
| | - Holly Lindsay
- Department of Pediatrics, Division of Hematology and Oncology, Baylor College of Medicine, Texas Children’s Hospital, Houston, Texas, USA
| | - Dilys Addy
- SIHMDS-Acquired Genomics Laboratory, NHS North Thames Genomic Laboratory Hub, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Thomas S Jacques
- Developmental Biology and Cancer Department, University College London Great Ormond Street Institute of Child Health, London, UK
- Department of Histopathology, Great Ormond Street Hospital for Children, NHS Foundation Trust, London, UK
| | - Kieren Allinson
- Department of Neuropathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Barry Pizer
- Department of Paediatric Oncology, Alder Hey Children’s NHS Foundation Trust, Liverpool, UK
| | - Annie Huang
- Arthur and Sonia Labatt Brain Tumor Research Centre, Hospital for Sick Children, Toronto, Ontario, Canada
- Division of Haematology/Oncology, Department of Pediatrics, Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Laboratory Medicine and Pathobiology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Matthew J Murray
- Department of Pathology, University of Cambridge, Cambridge, UK
- Department of Paediatric Haematology and Oncology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
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15
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Gojo J, Kjaersgaard M, Zezschwitz BV, Capper D, Tietze A, Kool M, Haberler C, Pizer B, Hoff KV. Rare embryonal and sarcomatous central nervous system tumours: State-of-the art and future directions. Eur J Med Genet 2023; 66:104660. [PMID: 36356895 DOI: 10.1016/j.ejmg.2022.104660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 10/06/2022] [Accepted: 11/04/2022] [Indexed: 11/09/2022]
Abstract
The introduction of molecular methods into the diagnostics of central nervous system (CNS) tumours and the subsequent deciphering of their molecular heterogeneity has resulted in a significant impact on paediatric neurooncology. Particularly in the field of rare embryonal and sarcomatous CNS tumours, novel tumour types have been delineated and introduced in the recent 5th edition of the WHO classification of CNS tumours. The rarity and novelty of these tumour types result in diagnostic and therapeutic challenges. Apart from distinct histopathological and molecular features, these tumour types exhibit characteristic clinical properties and require different therapeutic approaches for optimal patient management. However, based on the limited availability of clinical data, current therapeutic recommendations have to be based on data from small, predominantly retrospective patient cohorts. Within this article, we provide guidance for diagnostic work-up and clinical management of rare CNS embryonal tumours ('embryonal tumour with multi-layered rosettes', ETMR; 'CNS neuroblastoma, FOXR2-activated', CNS NB-FOXR2; 'CNS tumour with BCOR-ITD, CNS BCOR-ITD) and rare CNS sarcomatous tumours ('primary intracranial sarcoma, DICER1-mutant', CNS DICER1; 'CIC-rearranged sarcoma', CNS CIC). By emphasizing the significant consequences on patient management in paediatric CNS tumours, we want to encourage wide implementation of comprehensive molecular diagnostics and stress the importance for joint international efforts to further collect and study these rare tumour types.
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Affiliation(s)
- Johannes Gojo
- Department of Pediatrics and Adolescent Medicine, Comprehensive Center for Pediatrics and Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Hopp Children's Cancer Center (KiTZ), Heidelberg, Germany; Division of Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany.
| | - Mimi Kjaersgaard
- Department of Paediatrics and Adolescent Medicine, Children and Adolescents with Cancer and Hematological Diseases, Rigshospitalet, Copenhagen, Denmark
| | - Barbara V Zezschwitz
- Department of Paediatric Oncology and Haematology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt, Universität zu Berlin, Germany
| | - David Capper
- Department of Neuropathology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany; German Cancer Consortium (DKTK), Partner Site Berlin, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Anna Tietze
- Institute of Neuroradiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Marcel Kool
- Hopp Children's Cancer Center (KiTZ), Heidelberg, Germany; Division of Pediatric Oncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany; Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Christine Haberler
- Division of Neuropathology and Neurochemistry, Department of Neurology and Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | | | - Katja V Hoff
- Department of Paediatric Oncology and Haematology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt, Universität zu Berlin, Germany; Department of Paediatric and Adolescent Medicine, Aarhus University Hospital, Aarhus, Denmark.
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16
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Kumar S, Islim AI, Moon R, Millward CP, Hennigan D, Thorpe A, Foster M, Pizer B, Mallucci CL, Jenkinson MD. Long term quality of life outcomes following surgical resection alone for benign paediatric intracranial tumours. J Neurooncol 2023; 161:77-84. [PMID: 36592264 DOI: 10.1007/s11060-022-04208-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 12/04/2022] [Indexed: 01/03/2023]
Abstract
PURPOSE Survivors of paediatric intracranial tumours are at increased risk of psychosocial, neuro-developmental, and functional impairment. This study aimed to evaluate long-term health-related quality-of-life (HRQOL) outcomes in patients with benign paediatric brain tumours treated curatively with surgical resection alone. METHODOLOGY This was a cross-sectional study of patients with benign paediatric intracranial tumours managed with surgery alone between 2000 and 2015. Eligible patients with a minimum of 5-years follow-up after surgery were identified. Validated health-related quality of life (HRQOL) questionnaires were administered: SF-36, QLQ-BN20, QLQ-C30 and PedsQL™. RESULTS Twenty-three patients participated (median age at surgery 13 years; range 1-18; 12 male). The most common diagnosis was pilocytic astrocytoma (n = 15). Median time from surgery to participation was 11 years(range 6-19). Fourteen patients achieved A-level qualifications and two obtained an undergraduate degree. Twelve patients were employed, eight were studying and three were unemployed or volunteering. HRQOL outcomes demonstrated significant limitation from social functioning (p = 0.03) and cognitive functioning (p = 0.023) compared to the general population. Patients also experienced higher rates of loss of appetite (p = 0.009) and nausea and vomiting (p = 0.031). Ten patients were under transitional teenager and young-adult (TYA) clinic follow-up. TYA patients achieved higher levels of education (p = 0.014), were more likely to hold a driver's license (p = 0.041) compared to patients not followed-up through these services. CONCLUSIONS Childhood brain-tumour survivors have a greater risk of developing psychological, neuro-cognitive and physical impairment. Early comprehensive assessment, specialist healthcare and TYA services are vital to support these patients.
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Affiliation(s)
- Siddhant Kumar
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Fazakerley, Liverpool, L9 7LJ, UK. .,Institute of Systems, Molecular and Integrative Biology, The University of Liverpool, Liverpool, UK.
| | - Abdurrahman I Islim
- Department of Neurosurgery, Salford Royal Hospital Foundation Trust, Manchester, UK.,Academic Health Science Centre, University of Manchester, Manchester, UK
| | - Richard Moon
- Department of Neurosurgery, North Bristol NHS Trust, Bristol, UK
| | - Christopher P Millward
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Fazakerley, Liverpool, L9 7LJ, UK.,Institute of Systems, Molecular and Integrative Biology, The University of Liverpool, Liverpool, UK
| | - Dawn Hennigan
- Department of Neurosurgery, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Antonia Thorpe
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Fazakerley, Liverpool, L9 7LJ, UK
| | - Mitchell Foster
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Fazakerley, Liverpool, L9 7LJ, UK
| | - Barry Pizer
- Department of Paediatric Oncology, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Conor L Mallucci
- Department of Neurosurgery, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Michael D Jenkinson
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Fazakerley, Liverpool, L9 7LJ, UK.,Institute of Systems, Molecular and Integrative Biology, The University of Liverpool, Liverpool, UK
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17
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Green K, Panagopoulou P, D'Arco F, O'Hare P, Bowman R, Walters B, Dahl C, Jorgensen M, Patel P, Slater O, Ahmed R, Bailey S, Carceller F, Collins R, Corley E, English M, Howells L, Kamal A, Kilday JP, Lowis S, Lumb B, Pace E, Picton S, Pizer B, Shafiq A, Uzunova L, Wayman H, Wilson S, Hargrave D, Opocher E. A Nationwide Evaluation of Bevacizumab-based Treatments in Paediatric Low-Grade Glioma in the UK: Safety. Efficacy, Visual Morbidity and Outcomes. Neuro Oncol 2022; 25:774-785. [PMID: 36239316 PMCID: PMC10076941 DOI: 10.1093/neuonc/noac223] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Bevacizumab is increasingly used in children with Paediatric Low-Grade Glioma (PLGG) despite limited evidence. A nationwide UK service evaluation was conducted to provide larger cohort 'real life' safety and efficacy data including functional visual outcomes. METHODS Children receiving Bevacizumab-based treatments (BBT) for PLGG (2009-2020) from 11 centres were included. Standardised neuro-radiological (RANO-LGG) and visual (logMAR visual acuity) criteria were used to assess clinical-radiological correlation, survival outcomes and multivariate prognostic analysis. RESULTS Eighty-eight children with PLGG received BBT either as 3 rd line with Irinotecan (85%) or alongside 1 st/2 nd line chemotherapies (15%). Toxicity was limited and minimal. Partial response (PR, 40%), stable disease (SD, 49%), and progressive disease (PD, 11%) were seen during BBT. However, 65% progressed at 8 months (median) from BBT cessation, leading to a radiology-based 3yr-progression-free survival (PFS) of 29%. Diencephalic syndrome (p= 0.03) was associated with adverse PFS. Pre-existing visual morbidity included unilateral (25%) or bilateral (11%) blindness. Improvement (29%) or stabilisation (49%) of visual acuity were achieved, more often in patients' best eyes. Vision deteriorated during BBT in 14 (22%), with 3-year visual-PFS of 53%; more often in patients' worst eyes. A superior visual outcome (p=0.023) was seen in Neurofibromatosis type 1-associated Optic Pathway Glioma (OPG). Concordance between visual and radiological responses was 36%; optimised to 48% using only best eye responses. CONCLUSIONS BBTs provide effective short-term PLGG control and delay further progression, with a better sustained visual (best >worst eye) than radiological response. Further research could optimise the role of BBTs towards a potentially sight-saving strategy in OPG.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Olga Slater
- Great Ormond Street Hospital London, United Kingdom
| | | | - Simon Bailey
- Great North Children's Hospital Newcastle, United Kingdom
| | | | | | | | | | | | - Ahmed Kamal
- Birmingham Children's Hospital, United Kingdom
| | - John-Paul Kilday
- Royal Manchester Children's Hospital, United Kingdom.,The Centre for Paediatric, Teenage and Young Adult Cancer Sciences, The University of Manchester, United Kingdom
| | | | - Blanche Lumb
- Noah's Ark Children's Hospital for Wales, United Kingdom
| | - Erika Pace
- The Royal Marsden Hospital London, United Kingdom
| | | | - Barry Pizer
- Alder Hey Children's Hospital Liverpool, United Kingdom
| | - Ayad Shafiq
- Great North Children's Hospital Newcastle, United Kingdom
| | - Lena Uzunova
- Noah's Ark Children's Hospital for Wales, United Kingdom
| | | | | | | | - Enrico Opocher
- Great Ormond Street Hospital London, United Kingdom.,Padua University Hospital, Padua, Italy
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18
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Kumar S, Islim A, Moon R, Millward C, Hennigan D, Bakhsh A, Thorpe A, Foster M, Pizer B, Mallucci C, Jenkinson M. Long Term Quality of Life Outcomes Following Surgical Resection Alone for Benign Paediatric Intracranial Tumours. Neuro Oncol 2022. [DOI: 10.1093/neuonc/noac200.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
AIMS
Survivors of paediatric intracranial malignancies are at increased risk of psychosocial, neuro-developmental and functional impairment, important measures of patients’ well-being. This study aimed to evaluate long-term quality of life outcomes (QOL) in patients with benign paediatric brain tumours treated curatively with surgical resection alone.
METHOD
Cross-sectional cohort study of benign paediatric intracranial tumours managed with surgery alone between 2000-2015. Validated QOL questionnaires were administered: SF-36, QLQ-BN20, QLQ-C30 and PedsQLTM.
RESULTS
Twenty-three patients participated (median age at surgery 13 years; range 1-18), twelve were male. The most common diagnosis was pilocytic astrocytoma (n=15). Median time from surgery to participation was 11 years (range 6-19). Fourteen patients achieved A-level qualifications and two obtained an undergraduate degree. Twelve patients were employed, eight were studying and three were unemployed or volunteering. Twelve patients were currently driving. QOL outcomes demonstrated significant limitation from social functioning (p=0.03) and cognitive functioning (p=0.023) compared to the general population norms. Patients also experienced increased loss of appetite (p=0.009) and symptoms of nausea and vomiting (p=0.031). Ten patients were under transitional teenager and young-adult (TYA) clinic follow-up. TYA patients achieved higher levels of education (p=0.014), were more likely to hold a driver’s license (p=0.041) and had improved physical functioning (p=0.005) compared to patients not transitioned through these services.
CONCLUSION
Childhood brain-tumour survivors are particularly vulnerable and at greater risk of developing psychological, neuro-cognitive, socialisation and physical development challenges. Early identification, comprehensive assessment and specialist TYA cancer healthcare input are vital to support these patients and improve their quality of life.
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Affiliation(s)
- Siddhant Kumar
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust , Liverpool , UK
| | - Abdurrahman Islim
- Department of Neurosurgery, Salford Royal NHS Foundation Trust , Manchester , UK
| | - Richard Moon
- Department of Neurosurgery, North Bristol NHS Trust , Bristol
| | - Christopher Millward
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust , Liverpool , UK
| | - Dawn Hennigan
- Alder Hey Children’s NHS Foundation Trust , Liverpool , UK
| | - Ali Bakhsh
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust , Liverpool , UK
| | - Antonia Thorpe
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust , Liverpool , UK
| | - Mitchell Foster
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust , Liverpool , UK
| | - Barry Pizer
- Alder Hey Children’s NHS Foundation Trust , Liverpool , UK
| | - Conor Mallucci
- Alder Hey Children’s NHS Foundation Trust , Liverpool , UK
| | - Michael Jenkinson
- Department of Neurosurgery, The Walton Centre NHS Foundation Trust , Liverpool , UK
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19
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Williamson D, Schwalbe EC, Hicks D, Aldinger KA, Lindsey JC, Crosier S, Richardson S, Goddard J, Hill RM, Castle J, Grabovska Y, Hacking J, Pizer B, Wharton SB, Jacques TS, Joshi A, Bailey S, Clifford SC. Medulloblastoma group 3 and 4 tumors comprise a clinically and biologically significant expression continuum reflecting human cerebellar development. Cell Rep 2022; 40:111162. [PMID: 35926460 PMCID: PMC9638015 DOI: 10.1016/j.celrep.2022.111162] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 05/26/2022] [Accepted: 07/13/2022] [Indexed: 01/29/2023] Open
Abstract
Medulloblastoma is currently subclassified into distinct DNA methylation subgroups/subtypes with particular clinico-molecular features. Using RNA sequencing (RNA-seq) in large, well-annotated cohorts of medulloblastoma, we show that transcriptionally group 3 and group 4 medulloblastomas exist as intermediates on a bipolar continuum between archetypal group 3 and group 4 entities. Continuum position is prognostic, reflecting a propensity for specific DNA copy-number changes, and specific switches in isoform/enhancer usage and RNA editing. Examining single-cell RNA-seq (scRNA-seq) profiles, we show that intratumoral transcriptional heterogeneity along the continuum is limited in a subtype-dependent manner. By integrating with a human scRNA-seq reference atlas, we show that this continuum is mirrored by an equivalent continuum of transcriptional cell types in early fetal cerebellar development. We identify distinct developmental niches for all four major subgroups and link each to a common developmental antecedent. Our findings show a transcriptional continuum arising from oncogenic disruption of highly specific fetal cerebellar cell types, linked to almost every aspect of group 3/group 4 molecular biology and clinico-pathology.
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Affiliation(s)
- Daniel Williamson
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Newcastle University, Newcastle upon Tyne, UK.
| | - Edward C. Schwalbe
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Newcastle University, Newcastle upon Tyne, UK,Department of Applied Sciences, Northumbria University, Newcastle upon Tyne, UK
| | - Debbie Hicks
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Newcastle University, Newcastle upon Tyne, UK
| | - Kimberly A. Aldinger
- Center for Integrative Brain Research, Seattle Children’s Research Institute, Seattle, WA, USA
| | - Janet C. Lindsey
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Newcastle University, Newcastle upon Tyne, UK
| | - Stephen Crosier
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Newcastle University, Newcastle upon Tyne, UK
| | - Stacey Richardson
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Newcastle University, Newcastle upon Tyne, UK
| | - Jack Goddard
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Newcastle University, Newcastle upon Tyne, UK
| | - Rebecca M. Hill
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Newcastle University, Newcastle upon Tyne, UK
| | - Jemma Castle
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Newcastle University, Newcastle upon Tyne, UK
| | - Yura Grabovska
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Newcastle University, Newcastle upon Tyne, UK,Division of Molecular Pathology, Institute of Cancer Research, London, UK
| | - James Hacking
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Newcastle University, Newcastle upon Tyne, UK
| | - Barry Pizer
- Institute of Translational Research, University of Liverpool, Liverpool, UK
| | - Stephen B. Wharton
- Sheffield Institute for Translational Neuroscience, University of Sheffield, Sheffield, UK
| | - Thomas S. Jacques
- Developmental Biology and Cancer Programme, UCL GOS Institute of Child Health, London, and Department of Histopathology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Abhijit Joshi
- Department of Neuropathology, Royal Victoria Infirmary (RVI), Newcastle University Teaching Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Simon Bailey
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Newcastle University, Newcastle upon Tyne, UK
| | - Steven C. Clifford
- Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Newcastle University Centre for Cancer, Newcastle University, Newcastle upon Tyne, UK,Corresponding author
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20
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Grønbæk JK, Laustsen AF, Toescu S, Pizer B, Mallucci C, Aquilina K, Molinari E, Hjort MA, Gumbeleviciene L, Hauser P, Pálmafy B, van Baarsen K, Hoving E, Zipfel J, Ehrstedt C, Grillner P, Callesen MT, Frič R, Wibroe M, Nysom K, Schmiegelow K, Sehested A, Mathiasen R, Juhler M. Left-handedness should not be overrated as a risk factor for postoperative speech impairment in children after posterior fossa tumour surgery: a prospective European multicentre study. Childs Nerv Syst 2022; 38:1479-1485. [PMID: 35759029 DOI: 10.1007/s00381-022-05567-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 05/20/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE Cerebellar mutism syndrome (CMS) is a severe neurological complication of posterior fossa tumour surgery in children, and postoperative speech impairment (POSI) is the main component. Left-handedness was previously suggested as a strong risk factor for POSI. The aim of this study was to investigate the relationship between handedness and the risk of POSI. METHODS We prospectively included children (aged < 18 years) undergoing surgery for posterior fossa tumours in 26 European centres. Handedness was assessed pre-operatively and postoperative speech status was categorised as either POSI (mutism or reduced speech) or habitual speech, based on the postoperative clinical assessment. Logistic regression was used in the risk factor analysis of POSI as a dichotomous outcome. RESULTS Of the 500 children included, 37 (7%) were excluded from the present analysis due to enrolment at a reoperation; another 213 (43%) due to missing data about surgery (n = 37) and/or handedness (n = 146) and/or postoperative speech status (n = 53). Out of the remaining 250 (50%) patients, 20 (8%) were left-handed and 230 (92%) were right-handed. POSI was observed equally frequently regardless of handedness (5/20 [25%] in left-handed, 61/230 [27%] in right-handed, OR: 1.08 [95% CI: 0.40-3.44], p = 0.882), also when adjusted for tumour histology, location and age. CONCLUSION We found no difference in the risk of POSI associated with handedness. Our data do not support the hypothesis that handedness should be of clinical relevance in the risk assessment of CMS.
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Affiliation(s)
- Jonathan Kjær Grønbæk
- Department of Neurosurgery, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen E, Denmark. .,Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen E, Denmark.
| | - Aske Foldbjerg Laustsen
- Department of Neurosurgery, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen E, Denmark.,Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen E, Denmark
| | - Sebastian Toescu
- Department of Neurosurgery, Great Ormond Street Hospital for Children, Great Ormond Street, London, WC1N 3JH, UK.,Developmental Imaging and Biophysics Section, University College London Great Ormond Street Institute of Child Health, 30 Guilford St, London, WC1N 1EH, UK
| | - Barry Pizer
- University of Liverpool, Liverpool, L69 3BX, UK
| | - Conor Mallucci
- Department of Paediatric Neurosurgery, Alder Hey Children's NHS Foundation Trust, E Prescot Rd, Liverpool, L14 5AB, UK
| | - Kristian Aquilina
- Department of Neurosurgery, Great Ormond Street Hospital for Children, Great Ormond Street, London, WC1N 3JH, UK
| | - Emanuela Molinari
- Department of Neurology, The Queen Elizabeth University Hospital, University of Glasgow, University Avenue, Glasgow, G12 8QQ, UK
| | - Magnus Aasved Hjort
- Department of Pediatric Hematology and Oncology, St Olavs Hospital, 7006, Trondheim, Norway
| | - Lingvita Gumbeleviciene
- Department of Neurology, Hospital of Lithuanian University of Health Sciences Kauno Klinikos, Eiveniu 2, 50161, Kaunas, Lithuania
| | - Peter Hauser
- 2nd Dept of Pediatrics, Semmelweis University, Tűzoltó u. 7-9, 1094, Budapest, Hungary.,Velkey László Child's Health Center, BAZ County Central Hospital and University Teaching Hospital, Szentpéteri kapu 72-76, 3526, Miskolc, Hungary
| | - Beatrix Pálmafy
- National Institute of Neuroscience, Amerikai út 57, 1145, Budapest, Hungary
| | - Kirsten van Baarsen
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS, Utrecht, The Netherlands
| | - Eelco Hoving
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS, Utrecht, The Netherlands
| | - Julian Zipfel
- Department of Neurosurgery, Pediatric Neurosurgery, University Hospital Tuebingen, Hoppe-Seyler-Str. 3, 72076, Tuebingen, Germany
| | - Christoffer Ehrstedt
- Department of Women's and Children's Health, Uppsala University, Uppsala University Children's Hospital, 751 85, Uppsala, Sweden
| | - Pernilla Grillner
- Pediatric Oncology Unit, Astrid Lindgren's Children's Hospital, 6 Karolinska vägen, 171 76, Stockholm, Sweden
| | - Michael Thude Callesen
- Department of Pediatric Oncology and Haematology, H.C. Andersen Children's Hospital, Kløvervænget 23C, 5000, Odense, Denmark
| | - Radek Frič
- Department of Neurosurgery, Oslo University Hospital, Postboks 4950 Nydalen, 0424, Oslo, Norway
| | - Morten Wibroe
- Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen E, Denmark
| | - Karsten Nysom
- Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen E, Denmark
| | - Kjeld Schmiegelow
- Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen E, Denmark.,Institute of Clinical Medicine, Faculty of Medicine, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen, Denmark
| | - Astrid Sehested
- Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen E, Denmark
| | - René Mathiasen
- Department of Paediatrics and Adolescent Medicine, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen E, Denmark
| | - Marianne Juhler
- Department of Neurosurgery, Copenhagen University Hospital Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen E, Denmark.,Institute of Clinical Medicine, Faculty of Medicine, University of Copenhagen, Blegdamsvej 3B, 2200, Copenhagen, Denmark.,Department of Neurosurgery, Aarhus University Hospital, Palle Juul-Jensens, Boulevard 99, 8200, Aarhus, Denmark
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21
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Green K, Panagopoulou P, D’Arco F, O'Hare P, Bowman R, Walters B, Dahl C, Jorgensen M, Patel P, Slater O, Ahmed R, Bailey S, Carceller F, Collins R, Corley E, English M, Hayden J, Howells L, Kamal A, Kilday JP, Lowis S, Lumb B, Micic T, Mitra D, Pace E, Picton S, Pizer B, Shafiq A, Uzunova L, Wilson S, Wayman H, Hargrave D, Opocher E. LGG-09. A Nationwide Service Evaluation of Safety, Radiologic and Visual Outcome Refining Bevacizumab-based Treatments in Children with Progressive Low-Grade Glioma. Neuro Oncol 2022. [PMCID: PMC9164923 DOI: 10.1093/neuonc/noac079.325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Abstract
INTRODUCTION: Bevacizumab/Irinotecan is currently 3rd-line treatment in the UK for progressive Paediatric Low-Grade Glioma (PLGG) based on limited evidence. A nationwide service evaluation was conducted to review its safety and efficacy amongst a larger cohort.
METHODS: Data from children with PLGG receiving Bevacizumab-based Treatments (BBT) from 11 UK Centres (2009-2020) were reviewed. Radiological and visual outcomes were based on standardized measurements. Clinical-radiological correlation was investigated. Time to progression from BBT stop, progression free-survival (PFS) curves and multivariate analysis of prognostic factors (p 0.05) were performed.
RESULTS: 88 children with PLGG (88% OPG, 24% NF1) had BBT for radiological (43%), visual (20%) or combined (27%) progression, after 40 months (median) from diagnosis. Amongst OPG cases, visual acuity (VA) per eye (better/worse) before BBT was logMAR 0.0-0.3 (23/7) 0.3 - 1.0 (27/20), > 1.0 (14/18) and LP/NLP (8/27), with 19/8 children respectively blind (LP/NLP) in one or both eyes. Bevacizumab 10 mg/kg every 14 days (median 24 doses) was given as 3rd line+ with Irinotecan (85%) or alongside 1st/2nd line chemo (15%) leading to remarkable radiological (88%) and visual (74%) responses (stable or improved) within 3-6 months, with limited toxicity. 12% progressed on treatment, and 8% died unrelated to BBT. After initial response 65% progressed at a median of 8 months (4 - 23) after BBT, resulting in 3-year-all-causes-PFS of 16% and 3-yr-visual-PFS of 45% from start of BBT. Visual concordance with MRI was poor (36%) but increases (47%) when better-eye determines visual outcome. Lack of NF1 and diencephalic syndrome (DS) at presentation were independent negative prognostic factors for PFS.
CONCLUSIONS: A remarkable but transient effect of BBT has been confirmed. Visual > radiological responses can be sustained after BBT. Variations in current BBT strategies justifies further research, including the potential upfront use alongside conventional first-line chemotherapy as sight-saving strategy.
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Affiliation(s)
| | - Paraskevi Panagopoulou
- Great Ormond Street Hospital , London , United Kingdom
- Aristotle University of Thessaloniki Medical School , Thessaloniki , Greece
| | | | - Patricia O'Hare
- Children's Hospital Belfast , Belfast , United Kingdom
- Great Ormond Street Hospital , London , United Kingdom
| | | | | | | | | | - Pritesh Patel
- Great Ormond Street Hospital , London , United Kingdom
| | - Olga Slater
- Great Ormond Street Hospital , London , United Kingdom
| | - Rehana Ahmed
- Nottingham Children's Hospital , Nottingham , United Kingdom
| | - Simon Bailey
- Great North Children's Hospital , Newcastle , United Kingdom
| | | | | | | | - Martin English
- Birmingham Children's Hospital , Birmingham , United Kingdom
| | - James Hayden
- Alderhey Children's Hospital , Liverpool , United Kingdom
| | - Lisa Howells
- Alderhey Children's Hospital , Liverpool , United Kingdom
| | - Ahmed Kamal
- Birmingham Children's Hospital , Birmingham , United Kingdom
| | - John Paul Kilday
- Royal Manchester Children's Hospital , Manchester , United Kingdom
| | - Stephen Lowis
- Bristol Children's Hospital , Bristol , United Kingdom
| | - Blanche Lumb
- Noah's Ark Children's Hospital Wales , Cardiff , United Kingdom
| | - Thomas Micic
- Noah's Ark Children's Hospital Wales , Cardiff , United Kingdom
| | - Dip Mitra
- Great North Children's Hospital , Newcastle , United Kingdom
| | - Erika Pace
- Royal Marsden Hospital , London , United Kingdom
| | - Susan Picton
- Leeds Children's Hospital , Leeds , United Kingdom
| | - Barry Pizer
- Alderhey Children's Hospital , Liverpool , United Kingdom
| | - Ayad Shafiq
- Great North Children's Hospit , Newcastle , United Kingdom
| | - Lena Uzunova
- Noah's Ark Children's Hospital Wales , Cardiff , United Kingdom
| | - Shaun Wilson
- John Radcliffe Hospital , Oxford , United Kingdom
| | - Harriet Wayman
- Royal Manchester Children's Hospital , Manchester , United Kingdom
| | | | - Enrico Opocher
- Great Ormond Street Hospital , London , United Kingdom
- Padua University Hospital , Padua , Italy
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22
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Trichinopoly Krishna S, Millward C, Mallucci C, Gamble C, Jenkinson M, Pizer B. SURG-13. The COMBAT Project - Core post operative morbidity set for paediatric brain tumours. Neuro Oncol 2022. [DOI: 10.1093/neuonc/noac079.531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
BACKGROUND: Brain tumours are associated with high morbidity both from the tumour and the medical and surgical interventions used to treat them. Post operative morbidity reporting following surgery for paediatric brain tumours is poor due to the lack of a common language when reporting harms. One solution is to develop a core adverse outcome set to stipulate the minimum post operative harms that should be reported. The COMBAT (Core post operative morbidity set for paediatric brain tumours) Project will develop a core adverse outcome set that can be applied to post operative paediatric brain tumour patients to harmonise how harms are measured and reported, enabling comparison between different trials, studies and clinical services. We aim to generate interest in the COMBAT Project and invite collaboration with healthcare professionals and researchers experienced in paediatric neuro oncology surgery. METHODS AND ANALYSIS : A systematic review will identify harms reported in post operative paediatric brain tumour patients and how they are measured. We will engage with national and international stakeholders including healthcare professionals, researchers, patients and their carers. Qualitative interviews with patients and carers will identify any important harms not extracted in the systematic review. A Delphi survey will be created from the harms identified. An international consensus meeting will be held to finalise the core adverse outcomes set. The final core adverse outcome set will be published and disseminated to encourage uptake. DISCUSSION: There is a clear need for a common language to harmonise measurement and reporting of harms following surgery for paediatric brain tumour patients. The core adverse outcome set will be developed with collaboration with key stakeholder groups to ensure it is representative. It will be used to standardise surgical morbidity outcome measurement and reporting in trials, studies and clinical practice and will inform future research in this field.
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Affiliation(s)
- Sandhya Trichinopoly Krishna
- Alder Hey Children's NHS Foundation Trust , Liverpool , United Kingdom
- The Walton Centre NHS Foundation Trust , Liverpool , United Kingdom
| | - Christopher Millward
- The Walton Centre NHS Foundation Trust , Liverpool , United Kingdom
- University of Liverpool , Liverpool , United Kingdom
| | - Conor Mallucci
- Alder Hey Children's NHS Foundation Trust , Liverpool , United Kingdom
| | - Carrol Gamble
- University of Liverpool , Liverpool , United Kingdom
| | - Michael Jenkinson
- The Walton Centre NHS Foundation Trust , Liverpool , United Kingdom
- University of Liverpool , Liverpool , United Kingdom
| | - Barry Pizer
- Alder Hey Children's NHS Foundation Trust , Liverpool , United Kingdom
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23
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Zhao D, Grist JT, Rose HEL, Davies NP, Wilson M, MacPherson L, Abernethy LJ, Avula S, Pizer B, Gutierrez DR, Jaspan T, Morgan PS, Mitra D, Bailey S, Sawlani V, Arvanitis TN, Sun Y, Peet AC. Metabolite selection for machine learning in childhood brain tumour classification. NMR Biomed 2022; 35:e4673. [PMID: 35088473 DOI: 10.1002/nbm.4673] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 12/01/2021] [Accepted: 12/02/2021] [Indexed: 06/14/2023]
Abstract
MRS can provide high accuracy in the diagnosis of childhood brain tumours when combined with machine learning. A feature selection method such as principal component analysis is commonly used to reduce the dimensionality of metabolite profiles prior to classification. However, an alternative approach of identifying the optimal set of metabolites has not been fully evaluated, possibly due to the challenges of defining this for a multi-class problem. This study aims to investigate metabolite selection from in vivo MRS for childhood brain tumour classification. Multi-site 1.5 T and 3 T cohorts of patients with a brain tumour and histological diagnosis of ependymoma, medulloblastoma and pilocytic astrocytoma were retrospectively evaluated. Dimensionality reduction was undertaken by selecting metabolite concentrations through multi-class receiver operating characteristics and compared with principal component analysis. Classification accuracy was determined through leave-one-out and k-fold cross-validation. Metabolites identified as crucial in tumour classification include myo-inositol (P < 0.05, AUC = 0 . 81 ± 0 . 01 ), total lipids and macromolecules at 0.9 ppm (P < 0.05, AUC = 0 . 78 ± 0 . 01 ) and total creatine (P < 0.05, AUC = 0 . 77 ± 0 . 01 ) for the 1.5 T cohort, and glycine (P < 0.05, AUC = 0 . 79 ± 0 . 01 ), total N-acetylaspartate (P < 0.05, AUC = 0 . 79 ± 0 . 01 ) and total choline (P < 0.05, AUC = 0 . 75 ± 0 . 01 ) for the 3 T cohort. Compared with the principal components, the selected metabolites were able to provide significantly improved discrimination between the tumours through most classifiers (P < 0.05). The highest balanced classification accuracy determined through leave-one-out cross-validation was 85% for 1.5 T 1 H-MRS through support vector machine and 75% for 3 T 1 H-MRS through linear discriminant analysis after oversampling the minority. The study suggests that a group of crucial metabolites helps to achieve better discrimination between childhood brain tumours.
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Affiliation(s)
- Dadi Zhao
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Oncology, Birmingham Children's Hospital, Birmingham, UK
| | - James T Grist
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Oncology, Birmingham Children's Hospital, Birmingham, UK
| | - Heather E L Rose
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Oncology, Birmingham Children's Hospital, Birmingham, UK
| | - Nigel P Davies
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Oncology, Birmingham Children's Hospital, Birmingham, UK
- Imaging and Medical Physics, University Hospitals Birmingham, Birmingham, UK
| | - Martin Wilson
- Centre for Human Brain Health, University of Birmingham, Birmingham, UK
| | | | | | | | - Barry Pizer
- Paediatric Oncology, Alder Hey Children's Hospital, Liverpool, UK
| | - Daniel R Gutierrez
- Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, UK
- Medical Physics, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Tim Jaspan
- Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, UK
- Neuroradiology, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Paul S Morgan
- Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, UK
- Medical Physics, Nottingham University Hospitals NHS Trust, Nottingham, UK
- Division of Clinical Neuroscience, University of Nottingham, Nottingham, UK
| | - Dipayan Mitra
- Neuroradiology, The Newcastle upon Tyne Hospitals, Newcastle upon Tyne, UK
| | - Simon Bailey
- Paediatric Oncology, Great North Children's Hospital, Newcastle upon Tyne, UK
| | - Vijay Sawlani
- Radiology, Queen Elizabeth Hospital Birmingham, Birmingham, UK
- School of Psychology, University of Birmingham, Birmingham, UK
| | - Theodoros N Arvanitis
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Oncology, Birmingham Children's Hospital, Birmingham, UK
- Institute of Digital Healthcare, WMG, University of Warwick, Coventry, UK
| | - Yu Sun
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Oncology, Birmingham Children's Hospital, Birmingham, UK
- University of Birmingham and Southeast University Joint Research Centre for Biomedical Engineering, Suzhou, China
| | - Andrew C Peet
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Oncology, Birmingham Children's Hospital, Birmingham, UK
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24
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Withey SB, MacPherson L, Oates A, Powell S, Novak J, Abernethy L, Pizer B, Grundy R, Morgan PS, Bailey S, Mitra D, Arvanitis TN, Auer DP, Avula S, Peet AC. Dynamic susceptibility-contrast magnetic resonance imaging with contrast agent leakage correction aids in predicting grade in pediatric brain tumours: a multicenter study. Pediatr Radiol 2022; 52:1134-1149. [PMID: 35290489 PMCID: PMC9107460 DOI: 10.1007/s00247-021-05266-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 08/31/2021] [Accepted: 12/11/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND Relative cerebral blood volume (rCBV) measured using dynamic susceptibility-contrast MRI can differentiate between low- and high-grade pediatric brain tumors. Multicenter studies are required for translation into clinical practice. OBJECTIVE We compared leakage-corrected dynamic susceptibility-contrast MRI perfusion parameters acquired at multiple centers in low- and high-grade pediatric brain tumors. MATERIALS AND METHODS Eighty-five pediatric patients underwent pre-treatment dynamic susceptibility-contrast MRI scans at four centers. MRI protocols were variable. We analyzed data using the Boxerman leakage-correction method producing pixel-by-pixel estimates of leakage-uncorrected (rCBVuncorr) and corrected (rCBVcorr) relative cerebral blood volume, and the leakage parameter, K2. Histological diagnoses were obtained. Tumors were classified by high-grade tumor. We compared whole-tumor median perfusion parameters between low- and high-grade tumors and across tumor types. RESULTS Forty tumors were classified as low grade, 45 as high grade. Mean whole-tumor median rCBVuncorr was higher in high-grade tumors than low-grade tumors (mean ± standard deviation [SD] = 2.37±2.61 vs. -0.14±5.55; P<0.01). Average median rCBV increased following leakage correction (2.54±1.63 vs. 1.68±1.36; P=0.010), remaining higher in high-grade tumors than low grade-tumors. Low-grade tumors, particularly pilocytic astrocytomas, showed T1-dominant leakage effects; high-grade tumors showed T2*-dominance (mean K2=0.017±0.049 vs. 0.002±0.017). Parameters varied with tumor type but not center. Median rCBVuncorr was higher (mean = 1.49 vs. 0.49; P=0.015) and K2 lower (mean = 0.005 vs. 0.016; P=0.013) in children who received a pre-bolus of contrast agent compared to those who did not. Leakage correction removed the difference. CONCLUSION Dynamic susceptibility-contrast MRI acquired at multiple centers helped distinguish between children's brain tumors. Relative cerebral blood volume was significantly higher in high-grade compared to low-grade tumors and differed among common tumor types. Vessel leakage correction is required to provide accurate rCBV, particularly in low-grade enhancing tumors.
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Affiliation(s)
- Stephanie B Withey
- RRPPS, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
- Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Lesley MacPherson
- Radiology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK
| | - Adam Oates
- Radiology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK
| | - Stephen Powell
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Jan Novak
- Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Department of Psychology, Aston Brain Centre, School of Life and Health Sciences, Aston University, Birmingham, UK
| | | | - Barry Pizer
- Oncology, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Richard Grundy
- The Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, UK
| | - Paul S Morgan
- The Children's Brain Tumour Research Centre, University of Nottingham, Nottingham, UK
- Medical Physics, Nottingham University Hospitals, Nottingham, UK
- Division of Clinical Neuroscience, School of Medicine, University of Nottingham, Nottingham, UK
| | - Simon Bailey
- Sir James Spence Institute of Child Health, Royal Victoria Infirmary, Newcastle upon Tyne, UK
| | - Dipayan Mitra
- Neuroradiology, Royal Victoria Infirmary, Newcastle upon Tyne, UK
| | - Theodoros N Arvanitis
- Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
- Institute of Digital Healthcare, WMG, University of Warwick, Coventry, UK
| | - Dorothee P Auer
- Division of Clinical Neuroscience, School of Medicine, University of Nottingham, Nottingham, UK
- Neuroradiology, Nottingham University Hospitals Trust, Nottingham, UK
- NIHR Nottingham Biomedical Research Centre, Nottingham, UK
| | - Shivaram Avula
- Radiology, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Andrew C Peet
- Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK.
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK.
- Children's Brain Tumour Research Team, 4th Floor Institute of Child Health, Birmingham Women's and Children's Hospital NHS Foundation Trust, Steelhouse Lane, Birmingham, B4 6NH, UK.
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25
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Millward CP, Armstrong TS, Barrington H, Brodbelt AR, Bulbeck H, Byrne A, Dirven L, Gamble C, Grundy PL, Islim AI, Javadpour M, Keshwara SM, Krishna ST, Mallucci CL, Marson AG, McDermott MW, Meling TR, Oliver K, Pizer B, Plaha P, Preusser M, Santarius T, Srikandarajah N, Taphoorn MJB, Watts C, Weller M, Williamson PR, Zadeh G, Zamanipoor Najafabadi AH, Jenkinson MD. Opportunities and challenges for the development of "core outcome sets" in neuro-oncology. Neuro Oncol 2022; 24:1048-1055. [PMID: 35287168 PMCID: PMC9248398 DOI: 10.1093/neuonc/noac062] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Core Outcome Sets (COS) define minimum outcomes to be measured and reported in clinical effectiveness trials for a particular health condition/health area. Despite recognition as critical to clinical research design for other health areas, none have been developed for neuro-oncology. COS development projects should carefully consider: scope (how the COS should be used), stakeholders involved in development (including patients as both research partners and participants), and consensus methodologies used (typically a Delphi survey and consensus meeting), as well as dissemination plans. Developing COS for neuro-oncology is potentially challenging due to extensive tumor subclassification (including molecular stratification), different symptoms related to anatomical tumor location, and variation in treatment options. Development of a COS specific to tumor subtype, in a specific location, for a particular intervention may be too narrow and would be unlikely to be used. Equally, a COS that is applicable across a wider area of neuro-oncology may be too broad and therefore lack specificity. This review describes why and how a COS may be developed, and discusses challenges for their development, specific to neuro-oncology. The COS under development are briefly described, including: adult glioma, incidental/untreated meningioma, meningioma requiring intervention, and adverse events from surgical intervention for pediatric brain tumors.
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Affiliation(s)
- Christopher P Millward
- Corresponding Author: Christopher P. Millward, MRCS, MSc, MBBS, BSc, Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Lower Lane, Liverpool L9 7LJ, UK ()
| | - Terri S Armstrong
- Neuro-Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, USA
| | | | - Andrew R Brodbelt
- Institute of Systems, Molecular, & Integrative Biology, University of Liverpool, Liverpool, UK,Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK
| | | | - Anthony Byrne
- Department of Palliative Care, Cardiff and Vale UHB, Cardiff, UK,Marie Curie Research Centre, Cardiff University, Cardiff, UK
| | - Linda Dirven
- Department of Neurology, Leiden University Medical Center, Leiden, the Netherlands,Department of Neurology, Haaglanden Medical Center, The Hague, the Netherlands
| | - Carrol Gamble
- Institute of Population Health, University ofLiverpool, Liverpool, UK
| | - Paul L Grundy
- Department of Neurosurgery, University HospitalSouthampton, Southampton,UK
| | - Abdurrahman I Islim
- Institute of Systems, Molecular, & Integrative Biology, University of Liverpool, Liverpool, UK,Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Mohsen Javadpour
- National Centre for Neurosurgery, Beaumont Hospital, Dublin, Ireland
| | - Sumirat M Keshwara
- Institute of Systems, Molecular, & Integrative Biology, University of Liverpool, Liverpool, UK,Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Sandhya T Krishna
- Department of Neurosurgery. Alder Hey Children’s NHS Foundation Trust, Liverpool, UK
| | - Conor L Mallucci
- Department of Neurosurgery. Alder Hey Children’s NHS Foundation Trust, Liverpool, UK
| | - Anthony G Marson
- Department of Neurology, The Walton Centre NHS Foundation Trust, Liverpool, UK
| | | | - Torstein R Meling
- Department of Neurosurgery, Geneva University Hospital, Geneva, Switzerland
| | | | - Barry Pizer
- Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK
| | - Puneet Plaha
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | - Matthias Preusser
- Division of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, Austria
| | - Thomas Santarius
- Department of Neurosurgery, Addenbrooke’s Hospital & University of Cambridge, Cambridge, UK
| | - Nisaharan Srikandarajah
- Institute of Systems, Molecular, & Integrative Biology, University of Liverpool, Liverpool, UK,Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Martin J B Taphoorn
- Department of Neurology, Leiden University Medical Center, Leiden, the Netherlands,Department of Neurology, Haaglanden Medical Center, The Hague, the Netherlands
| | - Colin Watts
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Michael Weller
- Department of Neurology, University Hospital and University of Zurich, Zürich, Switzerland
| | | | - Gelareh Zadeh
- Department of Surgery, University of Toronto, Toronto, Canada
| | - Amir H Zamanipoor Najafabadi
- University Neurosurgical Center Holland, Leiden University Medical Centre, Haaglanden Medical Center, Haga Teaching Hospitals, Leiden and The Hague, the Netherlands
| | - Michael D Jenkinson
- Institute of Systems, Molecular, & Integrative Biology, University of Liverpool, Liverpool, UK,Department of Neurosurgery, The Walton Centre NHS Foundation Trust, Liverpool, UK
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26
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Arthur F, Hennessey I, Pizer B, Losty PD. Surgical management and outcomes of paediatric ovarian tumours-a 25-year UK single centre experience. Pediatr Surg Int 2021; 37:1355-1359. [PMID: 34170394 DOI: 10.1007/s00383-021-04950-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/15/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Ovarian neoplasms in children are rare heterogeneous lesions with variable biological behaviour and outcome. We herein report a 25-year experience from a UK specialist centre managing paediatric ovarian tumours. METHODS All female patients requiring operation for ovarian tumours were identified during the study period 1990-2018. Patient demographics, clinical presentation, and management are highlighted. RESULTS Eighty-eight females with 101 ovarian tumours including cases with synchronous and metachronous neoplasms were documented. Mean age at diagnosis was 11.8 years. Tumours were equally distributed in left and right ovary(s). Bilateral disease occurred in 11 (10.8%) patients. Eighty-six (85%) neoplasms were benign and 15 (15%) malignant requiring in addition to surgery chemotherapy and/or radiation. There were no significant difference(s) observed in maximum tumour diameter in benign vs malignant lesions. Only half of malignant tumours had positive tumour markers. Fifteen patients (15%) had ovarian lesions that were metastatic at primary presentation including a rare case of disseminated peritoneal gliomatosis. Surgical management included salpingo-oopherectomy n = 21 (21%), ovary excision n = 33 (33%), 'ovary sparing' tumourectomy n = 34 (34%), and cyto-reductive extirpation in 2 cases (2%). Lymphadenectomy was performed in 9 patients (9%) together with peritoneal fluid cytology in 18 cases (18%) who had abdominal ascites. Omentectomy was required in 14 patients (14%), multiple peritoneal biopsy(s)-in 11 cases (11%) and biopsy of other suspicious involved organs notably bowel, gut mesentery and contralateral ovary in 7 (7%) further patients. Recurrent and metachronous lesions occurred in 10 (10%) cases in those with teratoma (n = 9) and adenocarcinoma(s) (n = 1). Overall patient survival was 97% with only 3 deaths-mucinous cystadenocarcinoma (n = 1), desmoplastic small round cell tumour of ovarian origin (n = 1), and a small cell carcinoma of ovary with hypercalcaemia (n = 1). CONCLUSIONS Findings from this study show an excellent survival (97%) for paediatric ovarian neoplasms. Rare malignant neoplasms though do carry a poor prognosis. In the modern era of care, all efforts should be made to preserve future hormonal health and fertility with 'ovarian sparing' operation(s) where appropriate.
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Affiliation(s)
- Felicity Arthur
- Department of Paediatric Surgery, Alder Hey Children's Hospital NHS Foundation Trust, Liverpool, UK
| | - Iain Hennessey
- Department of Paediatric Surgery, Alder Hey Children's Hospital NHS Foundation Trust, Liverpool, UK
| | - Barry Pizer
- Department of Paediatric Oncology, Alder Hey Children's Hospital NHS Foundation Trust, Liverpool, UK.,School of Health and Life Sciences, University of Liverpool, Liverpool, UK
| | - Paul D Losty
- Department of Paediatric Surgery, Alder Hey Children's Hospital NHS Foundation Trust, Liverpool, UK. .,School of Health and Life Sciences, University of Liverpool, Liverpool, UK.
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27
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Grist JT, Withey S, Bennett C, Rose HEL, MacPherson L, Oates A, Powell S, Novak J, Abernethy L, Pizer B, Bailey S, Clifford SC, Mitra D, Arvanitis TN, Auer DP, Avula S, Grundy R, Peet AC. Combining multi-site magnetic resonance imaging with machine learning predicts survival in pediatric brain tumors. Sci Rep 2021; 11:18897. [PMID: 34556677 PMCID: PMC8460620 DOI: 10.1038/s41598-021-96189-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 07/27/2021] [Indexed: 12/02/2022] Open
Abstract
Brain tumors represent the highest cause of mortality in the pediatric oncological population. Diagnosis is commonly performed with magnetic resonance imaging. Survival biomarkers are challenging to identify due to the relatively low numbers of individual tumor types. 69 children with biopsy-confirmed brain tumors were recruited into this study. All participants had perfusion and diffusion weighted imaging performed at diagnosis. Imaging data were processed using conventional methods, and a Bayesian survival analysis performed. Unsupervised and supervised machine learning were performed with the survival features, to determine novel sub-groups related to survival. Sub-group analysis was undertaken to understand differences in imaging features. Survival analysis showed that a combination of diffusion and perfusion imaging were able to determine two novel sub-groups of brain tumors with different survival characteristics (p < 0.01), which were subsequently classified with high accuracy (98%) by a neural network. Analysis of high-grade tumors showed a marked difference in survival (p = 0.029) between the two clusters with high risk and low risk imaging features. This study has developed a novel model of survival for pediatric brain tumors. Tumor perfusion plays a key role in determining survival and should be considered as a high priority for future imaging protocols.
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Affiliation(s)
- James T Grist
- Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Stephanie Withey
- Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
- Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK
- RRPPS, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | - Christopher Bennett
- Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Heather E L Rose
- Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
- Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK
| | - Lesley MacPherson
- Radiology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK
| | - Adam Oates
- Radiology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK
| | - Stephen Powell
- Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Jan Novak
- Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK
- Psychology, College of Health and Life Sciences Aston University, Birmingham, UK
- Aston Neuroscience Institute, Aston University, Birmingham, UK
| | | | - Barry Pizer
- Oncology, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Simon Bailey
- Sir James Spence Institute of Child Health, Royal Victoria Infirmary, Newcastle upon Tyne, UK
| | - Steven C Clifford
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, University of Newcastle, Newcastle upon Tyne, UK
| | - Dipayan Mitra
- Neuroradiology, Royal Victoria Infirmary, Newcastle Upon Tyne, UK
| | - Theodoros N Arvanitis
- Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
- Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK
- Institute of Digital Healthcare, WMG, University of Warwick, Coventry, UK
| | - Dorothee P Auer
- Sir Peter Mansfield Imaging Centre, University of Nottingham Biomedical Research Centre, Nottingham, UK
- NIHR Nottingham Biomedical Research Centre, Nottingham, UK
| | - Shivaram Avula
- Radiology, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Richard Grundy
- The Children's Brain Tumor Research Centre, University of Nottingham, Nottingham, UK
| | - Andrew C Peet
- Institute of Cancer and Genomic Sciences, School of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.
- Oncology, Birmingham Women's and Children's NHS Foundation Trust, Birmingham, UK.
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28
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Sakhavalkar P, Avula S, Pizer B, Thorp N, Jenkinson M. OS03.5.A Corelation between longitudinal t2 MRI radiomic primary texture feature values and radiation dose in non-tumoral regions of the brain in paediatric brain tumours. Neuro Oncol 2021. [DOI: 10.1093/neuonc/noab180.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
BACKGROUND
Paediatric brain tumour survivors may have treatment toxicity associated with signal change on follow-up MRI. Quantitative MRI texture features can potentially be used as surrogates of the underlying tissue changes following radiation therapy.
MATERIAL AND METHODS
Longitudinal retrospective study in 51 paediatric primary brain tumours treated with photon (N=30) and proton (N=21) radiotherapy (RT). T2 MRI scans at baseline and multiple time point from the date of surgery to 2 years following radiotherapy were selected for the textural analysis. Scans were bias corrected, registered with the CT dose maps and with baseline scan for each patient using 3Dslicer. Regions of interest (ROI) of fixed diameter were drawn in 11 predetermined non-tumoral regions of brain including in peri-tumoural region (PTV). ROIs were placed in homogenous white/grey matter. Radiation dose was calculated in each of these 11 ROIs and texture features were extracted using pyradiomics. Data were analysed using machine learning and statistical analysis. General linear multivariate model was used to corelate primary texture features over period of 24 months and radiation dose, time, effect of dose*time together at each ROI separately.
RESULTS
There were Brainstem 4, Cerebellar19, Hemispheric cerebral 7 and Supratentorial midline 10 tumours. Median age at diagnosis was 8.26 years (range: 0–20). Median RT treatment dose was 28.52Gy (0-60Gy). Multivariate analysis shows significant corelation (p < 0.001) between radiation dose and longitudinal primary texture features in all 11ROIs. Time showed corelation with feature values only in 3 ROIs and dose* time showed corelation in 5ROIs. Primary (statistical) feature values showing consistent correlation with dose in all 11 ROIs over 24 months are total energy, 10%, 90%, energy, entropy, mean, median, and minimum.
CONCLUSION
Radiomic texture analysis is a promising modality to understand dose related textural changes in the normal part of brain in paediatric brain tumour patients treated with radiation therapy. Radiomic changes need to be related to neurological outcomes in future research.
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Affiliation(s)
- P Sakhavalkar
- Alder Hey Children’s Hospital, Liverpool, United Kingdom
- University Of Liverpool, Liverpool, United Kingdom
| | - S Avula
- Alder Hey Children’s Hospital, Liverpool, United Kingdom
- University Of Liverpool, Liverpool, United Kingdom
| | - B Pizer
- Alder Hey Children’s Hospital, Liverpool, United Kingdom
- University Of Liverpool, Liverpool, United Kingdom
| | - N Thorp
- The Clatterbridge Cancer Centre, Liverpool, United Kingdom
| | - M Jenkinson
- Alder Hey Children’s Hospital, Liverpool, United Kingdom
- University Of Liverpool, Liverpool, United Kingdom
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29
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Sunderland G, Foster MT, Pizer B, Hennigan D, Pettorini B, Mallucci C. Evolution of surgical attitudes to paediatric thalamic tumours: the alder hey experience. Childs Nerv Syst 2021; 37:2821-2830. [PMID: 34128121 DOI: 10.1007/s00381-021-05223-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Accepted: 05/20/2021] [Indexed: 11/24/2022]
Abstract
PURPOSE Attitudes to surgery for paediatric thalamic tumours have evolved due to improved preoperative imaging modalities and the advent of intraoperative MRI (iMRI) as well as enhanced understanding of tumour biology. We review the developments in our local practice over the last three decades with particular attention to the impact of iMRI. METHODS We identified all paediatric patients from a prospectively maintained neuro-oncology database who received surgery for a thalamic tumour (n = 30). All children were treated in a single UK tertiary paediatric neurosurgery centre between January 1991 and June 2020. Twenty patients underwent surgical resection, the remainder (10) undergoing biopsy only. Pre-operative surgical intent (biopsy versus debulking, near-total resection, or complete resection) as well as the use of iMRI were prospectively recorded. Complications recorded in clinical documentation between postoperative days 0 and 30 were retrospectively graded using a modified version of the Clavien Dindo scale. The extent of resection with respect to the pre-determined surgical aim was also recorded. Data on patient survival and disease progression status were obtained retrospectively. RESULTS In our series, there were 42 procedures (25 craniotomies, 17 biopsies) performed on 30 patients (17 male, with a median age of 8 at surgery). Of the 25 surgical resections performed, complete resection was achieved in 9 (36%), near-total resection in 10 (40%), and limited debulking in 6 (24%). The predetermined surgical aim was achieved or exceeded in 91.3% of cases. The proportion of craniotomies for which substantial resection was achieved, increased from 37.5 to 94.2% with use of iMRI (p = 0.014). Surgical morbidity was not associated with greater extent of surgical resection. High-grade histology is identified as the only independent significant factor influencing overall survival as calculated by Cox proportional hazards model (p = 0.006). CONCLUSION We note a significant change in the rate and extent of attempted resection of paediatric thalamic tumours that has developed over the last 3 decades. Use of iMRI is associated with a significant increase in substantial tumour resection surgeries. This is not associated with any significant level of surgical morbidity. Improvements in pre- and intra-operative imaging alongside better understanding of tumour biology facilitate patient selection and a surgically more aggressive approach in selected cases whilst maintaining safety and avoiding operative morbidity.
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Affiliation(s)
- Geraint Sunderland
- Department of Paediatric Neurosurgery, Alder Hey Children's NHS Foundation Trust, Liverpool, UK.
| | - Mitchell T Foster
- Department of Paediatric Neurosurgery, Alder Hey Children's NHS Foundation Trust, Liverpool, UK.,Cancer Research UK Brain Tumour Centre of Excellence, The University of Edinburgh, Edinburgh, UK
| | - Barry Pizer
- Department of Paediatric Oncology, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Dawn Hennigan
- Department of Paediatric Neurosurgery, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Benedetta Pettorini
- Department of Paediatric Neurosurgery, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Conor Mallucci
- Department of Paediatric Neurosurgery, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
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30
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Richardson S, Hill RM, Kui C, Lindsey JC, Grabovksa Y, Keeling C, Pease L, Bashton M, Crosier S, Vinci M, André N, Figarella-Branger D, Hansford JR, Lastowska M, Zakrzewski K, Jorgensen M, Pickles JC, Taylor MD, Pfister SM, Wharton SB, Pizer B, Michalski A, Joshi A, Jacques TS, Hicks D, Schwalbe EC, Williamson D, Ramaswamy V, Bailey S, Clifford SC. Emergence and maintenance of actionable genetic drivers at medulloblastoma relapse. Neuro Oncol 2021; 24:153-165. [PMID: 34272868 PMCID: PMC8730763 DOI: 10.1093/neuonc/noab178] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Background Less than 5% of medulloblastoma (MB) patients survive following failure of contemporary radiation-based therapies. Understanding the molecular drivers of medulloblastoma relapse (rMB) will be essential to improve outcomes. Initial genome-wide investigations have suggested significant genetic divergence of the relapsed disease. Methods We undertook large-scale integrated characterization of the molecular features of rMB—molecular subgroup, novel subtypes, copy number variation (CNV), and driver gene mutation. 119 rMBs were assessed in comparison with their paired diagnostic samples (n = 107), alongside an independent reference cohort sampled at diagnosis (n = 282). rMB events were investigated for association with outcome post-relapse in clinically annotated patients (n = 54). Results Significant genetic evolution occurred over disease-course; 40% of putative rMB drivers emerged at relapse and differed significantly between molecular subgroups. Non-infant MBSHH displayed significantly more chromosomal CNVs at relapse (TP53 mutation-associated). Relapsed MBGroup4 demonstrated the greatest genetic divergence, enriched for targetable (eg, CDK amplifications) and novel (eg, USH2A mutations) events. Importantly, many hallmark features of MB were stable over time; novel subtypes (>90% of tumors) and established genetic drivers (eg, SHH/WNT/P53 mutations; 60% of rMB events) were maintained from diagnosis. Critically, acquired and maintained rMB events converged on targetable pathways which were significantly enriched at relapse (eg, DNA damage signaling) and specific events (eg, 3p loss) predicted survival post-relapse. Conclusions rMB is characterised by the emergence of novel events and pathways, in concert with selective maintenance of established genetic drivers. Together, these define the actionable genetic landscape of rMB and provide a basis for improved clinical management and development of stratified therapeutics, across disease-course.
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Affiliation(s)
- Stacey Richardson
- Newcastle University Centre for Cancer, Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - Rebecca M Hill
- Newcastle University Centre for Cancer, Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - Christopher Kui
- Newcastle University Centre for Cancer, Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - Janet C Lindsey
- Newcastle University Centre for Cancer, Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - Yura Grabovksa
- Newcastle University Centre for Cancer, Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - Claire Keeling
- Newcastle University Centre for Cancer, Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - Louise Pease
- Newcastle University Centre for Cancer, Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - Matthew Bashton
- Newcastle University Centre for Cancer, Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle upon Tyne, UK.,The Hub for Biotechnology in the Built Environment, Department of Applied Sciences, Northumbria University, Newcastle upon Tyne, UK
| | - Stephen Crosier
- Newcastle University Centre for Cancer, Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - Maria Vinci
- Department of Onco-haematology, Cell and Gene Therapy, Bambino Gesù Children's Hospital - IRCCS, Rome, Italy
| | - Nicolas André
- Department of Pediatric Hematology and Oncology AP-HM, Marseille, France.,Aix-Marseille Universite, CNRS, Inst Neurophysiopathol, Marseille, France
| | - Dominique Figarella-Branger
- AP-HM, CHU Timone, Service d'Anatomie Pathologique et de Neuropathologie, Marseille, France.,Aix-Marseille Universite, CNRS, Inst Neurophysiopathol, Marseille, France
| | - Jordan R Hansford
- Children's Cancer Centre, Royal Children's Hospital, Murdoch Children's Research Institute, Melbourne, VIC, Australia
| | - Maria Lastowska
- Department of Pathology, The Children's Memorial Health Institute, Warsaw, Poland
| | - Krzysztof Zakrzewski
- Department of Neurosurgery, Polish Mother's Memorial Hospital, Research Institute. Lodz, Poland
| | | | - Jessica C Pickles
- Department of Histopathology, Great Ormond Street Hospital for Children, London, UK.,Developmental Biology and Cancer Research & Teaching Department, UCL Great Ormond Street Institute of Child Health, London, UK
| | - Michael D Taylor
- Programme in Developmental and Stem Cell Biology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Stefan M Pfister
- Hopp Children´s Cancer Center Heidelberg (KiTZ), Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Department of Pediatric Hematology and Oncology, Heidelberg University Hospital, Heidelberg, Germany
| | - Stephen B Wharton
- Sheffield Institute for Translational Neuroscience, University of Sheffield, Sheffield, UK
| | - Barry Pizer
- Oncology Unit, Alder Hey Children's Hospital, Liverpool, UK
| | | | - Abhijit Joshi
- Department of Cellular Pathology, Royal Victoria Infirmary, Newcastle upon Tyne, UK
| | - Thomas S Jacques
- Department of Histopathology, Great Ormond Street Hospital for Children, London, UK.,Developmental Biology and Cancer Research & Teaching Department, UCL Great Ormond Street Institute of Child Health, London, UK
| | - Debbie Hicks
- Newcastle University Centre for Cancer, Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - Edward C Schwalbe
- Newcastle University Centre for Cancer, Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle upon Tyne, UK.,Department of Applied Sciences, Northumbria University, Newcastle upon Tyne, UK
| | - Daniel Williamson
- Newcastle University Centre for Cancer, Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - Vijay Ramaswamy
- Programme in Developmental and Stem Cell Biology, The Hospital for Sick Children, Toronto, ON, Canada
| | - Simon Bailey
- Newcastle University Centre for Cancer, Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle upon Tyne, UK
| | - Steven C Clifford
- Newcastle University Centre for Cancer, Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle upon Tyne, UK
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31
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von Hoff K, Haberler C, Schmitt-Hoffner F, Schepke E, de Rojas T, Jacobs S, Zapotocky M, Sumerauer D, Perek-Polnik M, Dufour C, van Vuurden D, Slavc I, Gojo J, Pickles JC, Gerber NU, Massimino M, Gil-da-Costa MJ, Garami M, Kumirova E, Sehested A, Scheie D, Cruz O, Moreno L, Cho J, Zeller B, Bovenschen N, Grotzer M, Alderete D, Snuderl M, Zheludkova O, Golanov A, Okonechnikov K, Mynarek M, Juhnke BO, Rutkowski S, Schüller U, Pizer B, Zezschwitz BV, Kwiecien R, Wechsung M, Konietschke F, Hwang EI, Sturm D, Pfister SM, von Deimling A, Rushing EJ, Ryzhova M, Hauser P, Łastowska M, Wesseling P, Giangaspero F, Hawkins C, Figarella-Branger D, Eberhart C, Burger P, Gessi M, Korshunov A, Jacques TS, Capper D, Pietsch T, Kool M. Therapeutic implications of improved molecular diagnostics for rare CNS-embryonal tumor entities: results of an international, retrospective study. Neuro Oncol 2021; 23:1597-1611. [PMID: 34077956 DOI: 10.1093/neuonc/noab136] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Only few data are available on treatment-associated behavior of distinct rare CNS-embryonal tumor entities previously treated as "CNS-primitive neuroectodermal tumors" (CNS-PNET). Respective data on specific entities, including CNS neuroblastoma, FOXR2 activated (CNS NB-FOXR2), and embryonal tumor with multi-layered rosettes (ETMR) are needed for development of differentiated treatment strategies. METHODS Within this retrospective, international study, tumor samples of clinically well-annotated patients with the original diagnosis of CNS-PNET were analyzed using DNA methylation arrays (n=307). Additional cases (n=66) with DNA methylation pattern of CNS NB-FOXR2 were included irrespective of initial histological diagnosis. Pooled clinical data (n=292) were descriptively analyzed. RESULTS DNA methylation profiling of "CNS-PNET" classified 58(19%) cases as ETMR, 57(19%) as HGG, 36(12%) as CNS NB-FOXR2, and 89(29%) cases were classified into 18 other entities. Sixty-seven (22%) cases did not show DNA methylation patterns similar to established CNS tumor reference classes. Best treatment results were achieved for CNS NB-FOXR2 patients (5-year PFS: 63%±7%, OS: 85%±5%, n=63), with 35/42 progression-free survivors after upfront craniospinal irradiation (CSI) and chemotherapy. The worst outcome was seen for ETMR and HGG patients with 5-year PFS of 18%±6% and 22%±7%, and 5-year OS of 24%±6% and 25%±7%, respectively. CONCLUSION The historically reported poor outcome of CNS-PNET patients becomes highly variable when tumors are molecularly classified based on DNA methylation profiling. Patients with CNS NB-FOXR2 responded well to current treatments and a standard-risk-CSI based regimen may be prospectively evaluated. The poor outcome of ETMR across applied treatment strategies substantiates the necessity for evaluation of novel treatments.
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Affiliation(s)
- Katja von Hoff
- Department of Pediatric Oncology and Hematology, Charité University Medicine, Berlin, Germany
| | - Christine Haberler
- Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, Austria
| | - Felix Schmitt-Hoffner
- Hopp Children´s Cancer Center (KiTZ), Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany.,Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Elizabeth Schepke
- The Queen Silvia Children's Hospital, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Teresa de Rojas
- Pediatric OncoGenomics Unit, Children's University Hospital Niño Jesús, Madrid, Spain
| | - Sandra Jacobs
- Department of Pediatrics, KU Leuven and University Hospitals Leuven, Leuven, Belgium
| | - Michal Zapotocky
- Second Faculty of Medicine, Charles University and University Hospital Motol, Prague, Czech Republic
| | - David Sumerauer
- Second Faculty of Medicine, Charles University and University Hospital Motol, Prague, Czech Republic
| | - Marta Perek-Polnik
- Department of Oncology, The Children's Memorial Health Institute, University of Warsaw, Warsaw, Poland
| | - Christelle Dufour
- Gustave Roussy Cancer Center, Department of Pediatric and Adolescent Oncology, Villejuif, France.,Paris-Saclay University, INSERM, Molecular predictors and New targets in Oncology, Villejuif, France
| | | | - Irene Slavc
- Department of Pediatrics and Adolescent Medicine and Comprehensive Center for Pediatrics, Medical University of Vienna, Vienna, Austria
| | - Johannes Gojo
- Department of Pediatrics and Adolescent Medicine and Comprehensive Center for Pediatrics, Medical University of Vienna, Vienna, Austria
| | - Jessica C Pickles
- Developmental Biology and Cancer Research & Teaching Department, UCL Great Ormond Street Institute of Child Health, London, UK.,Department of Histopathology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Nicolas U Gerber
- Department of Oncology, University Children's Hospital, Zurich, Switzerland
| | - Maura Massimino
- Pediatric Unit, Fondazione IRCCS Istituto Nazionale die Tumori, Milan, Italy
| | | | - Miklos Garami
- 2nd Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | - Ella Kumirova
- Department of Neuro-Oncology, Dmitry Rogachev National Medical Research Center for Pediatric Hematology, Oncology and Immunology, Moscow, Russia
| | - Astrid Sehested
- Department of Pediatrics and Adolescent Medicine, Rigshospitalet, Copenhagen, Denmark
| | - David Scheie
- Department of Pathology, Rigshospitalet, Copenhagen University Hospital, Frederik Vs vej 11, 2100 Copenhagen, Denmark
| | - Ofelia Cruz
- Pediatric Oncology Department. Hospital Sant Joan de Deu. Barcelona, Spain
| | - Lucas Moreno
- Paediatric Haematology & Oncology Division, Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Jaeho Cho
- Dept. of Radiation Oncology, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, South Korea
| | - Bernward Zeller
- Division of Pediatric and Adolescent Medicine, Oslo University Hospital, Oslo, Norway
| | - Niels Bovenschen
- Department of Pathology, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Michael Grotzer
- Department of Oncology, University Children's Hospital, Zurich, Switzerland
| | - Daniel Alderete
- Service of Hematology/Oncology, Hospital JP Garrahan, Buenos Aires, Argentina
| | - Matija Snuderl
- Department of Pathology, NYU Langone Health and School of Medicine, New York, NY, USA
| | - Olga Zheludkova
- Department of Neurooncology, Russian Scientific Center of Radiology, Moscow, Russia
| | - Andrey Golanov
- Department of Neuroradiology, Burdenko Neurosurgical Institute, Moscow, Russia
| | - Konstantin Okonechnikov
- Hopp Children´s Cancer Center (KiTZ), Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Martin Mynarek
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg
| | - B Ole Juhnke
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg
| | - Stefan Rutkowski
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg
| | - Ulrich Schüller
- Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg.,Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.,Research Institute Children's Cancer Center Hamburg, Hamburg, Germany
| | - Barry Pizer
- Institute of Translational Research, University of Liverpool, UK
| | - Barbara V Zezschwitz
- Department of Pediatric Oncology and Hematology, Charité University Medicine, Berlin, Germany
| | - Robert Kwiecien
- Institute of Biostatistics and Clinical Research, University of Muenster, Muenster, Germany
| | - Maximilian Wechsung
- Institute of Biometry and Clinical Epidemiology, Charité University Medicine and Berlin Institute of Health, Berlin, Germany
| | - Frank Konietschke
- Institute of Biometry and Clinical Epidemiology, Charité University Medicine and Berlin Institute of Health, Berlin, Germany
| | - Eugene I Hwang
- Department of Pediatric Hematology-Oncology, Center for Cancer and Immunology Research and Neuroscience Research, Children's National Medical Center, Washington DC, USA
| | - Dominik Sturm
- Hopp Children´s Cancer Center (KiTZ), Heidelberg, Germany.,Pediatric Glioma Research, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany.,Department of Pediatric Oncology, Hematology & Immunology, Heidelberg University Hospital, Heidelberg, Germany
| | - Stefan M Pfister
- Hopp Children´s Cancer Center (KiTZ), Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany.,Department of Pediatric Oncology, Hematology & Immunology, Heidelberg University Hospital, Heidelberg, Germany
| | - Andreas von Deimling
- Department of Neuropathology, Heidelberg University Hospital, Heidelberg, Germany.,Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Elisabeth J Rushing
- Institute of Neuropathology, University Medical Center Zurich, Zurich, Switzerland
| | - Marina Ryzhova
- Department of Neuropathology, Burdenko Neurosurgical Institute, Moscow, Russia
| | - Peter Hauser
- 2nd Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | - Maria Łastowska
- Department of Pathomorphology, Children's Memorial Health Institute, Warsaw, Poland
| | - Pieter Wesseling
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands.,Amsterdam University Medical Center / VUmc, Amsterdam, The Netherlands
| | - Felice Giangaspero
- Department of Radiological, Oncological and Anatomopathological Sciences, Sapienza University of Rome, Rome, Italy.,IRCCS Neuromed, Pozzilli (IS), Italy
| | - Cynthia Hawkins
- Division of Pathology, The Hospital for Sick Children, Toronto, Canada
| | - Dominique Figarella-Branger
- Aix-Marseille Univ, APHM, CNRS, INP, Inst Neurophysiopathol, CHU Timone, Service d'Anatomie Pathologique et de Neuropathologie, Marseille, France
| | - Charles Eberhart
- Department of Pathology, Johns Hopkins University, Baltimore, MD, USA
| | - Peter Burger
- Department of Pathology, Johns Hopkins University, Baltimore, MD, USA
| | - Marco Gessi
- Neuropathology Unit, Division of Pathology, Fondazione Policlinico Universitario "A.Gemelli" IRCCS, Università Cattolica S.Cuore, Rome, Italy
| | - Andrey Korshunov
- Department of Neuropathology, Heidelberg University Hospital, Heidelberg, Germany.,Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Tom S Jacques
- Department of Histopathology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - David Capper
- Department of Neuropathology, Charité University Medicine, and Berlin Institute of Health, Berlin, Germany.,German Cancer Consortium (DKTK), partner site Berlin, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Torsten Pietsch
- Department of Neuropathology, DGNN Brain Tumor Reference Center, University of Bonn, DZNE German Center for Neurodegenerative Diseases, Bonn, Germany
| | - Marcel Kool
- Hopp Children´s Cancer Center (KiTZ), Heidelberg, Germany.,Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany.,Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
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32
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Cowman S, Pizer B, Sée V. Downregulation of both mismatch repair and non-homologous end-joining pathways in hypoxic brain tumour cell lines. PeerJ 2021; 9:e11275. [PMID: 33986995 PMCID: PMC8092103 DOI: 10.7717/peerj.11275] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 03/24/2021] [Indexed: 01/11/2023] Open
Abstract
Glioblastoma, a grade IV astrocytoma, has a poor survival rate in part due to ineffective treatment options available. These tumours are heterogeneous with areas of low oxygen levels, termed hypoxic regions. Many intra-cellular signalling pathways, including DNA repair, can be altered by hypoxia. Since DNA damage induction and subsequent activation of DNA repair mechanisms is the cornerstone of glioblastoma treatment, alterations to DNA repair mechanisms could have a direct influence on treatment success. Our aim was to elucidate the impact of chronic hypoxia on DNA repair gene expression in a range of glioblastoma cell lines. We adopted a NanoString transcriptomic approach to examine the expression of 180 DNA repair-related genes in four classical glioblastoma cell lines (U87-MG, U251-MG, D566-MG, T98G) exposed to 5 days of normoxia (21% O2), moderate (1% O2) or severe (0.1% O2) hypoxia. We observed altered gene expression in several DNA repair pathways including homologous recombination repair, non-homologous end-joining and mismatch repair, with hypoxia primarily resulting in downregulation of gene expression. The extent of gene expression changes was dependent on hypoxic severity. Some, but not all, of these downregulations were directly under the control of HIF activity. For example, the downregulation of LIG4, a key component of non-homologous end-joining, was reversed upon inhibition of the hypoxia-inducible factor (HIF). In contrast, the downregulation of the mismatch repair gene, PMS2, was not affected by HIF inhibition. This suggests that numerous molecular mechanisms lead to hypoxia-induced reprogramming of the transcriptional landscape of DNA repair. Whilst the global impact of hypoxia on DNA repair gene expression is likely to lead to genomic instability, tumorigenesis and reduced sensitivity to anti-cancer treatment, treatment re-sensitising might require additional approaches to a simple HIF inhibition.
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Affiliation(s)
- Sophie Cowman
- Institute of Systems, Molecular and Integrative Biology, Department of Molecular Physiology and Cell Signalling, University of Liverpool, Liverpool, Merseyside, United Kingdom.,Department of Pharmacology and Toxicology, College of Pharmacy, University of Utah, Salt-Lake-City, Utah, United States
| | - Barry Pizer
- Paediatric Oncology, Alder Hey Children's NHS Foundation Trust, Liverpool, Merseyside, United Kingdom
| | - Violaine Sée
- Institute of Systems, Molecular and Integrative Biology, Department of Molecular Physiology and Cell Signalling, University of Liverpool, Liverpool, Merseyside, United Kingdom
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33
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Crosier S, Hicks D, Schwalbe EC, Williamson D, Leigh Nicholson S, Smith A, Lindsey JC, Michalski A, Pizer B, Bailey S, Bown N, Cuthbert G, Wharton SB, Jacques TS, Joshi A, Clifford SC. Advanced molecular pathology for rare tumours: A national feasibility study and model for centralised medulloblastoma diagnostics. Neuropathol Appl Neurobiol 2021; 47:736-747. [PMID: 33826763 PMCID: PMC8600954 DOI: 10.1111/nan.12716] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Revised: 02/02/2021] [Accepted: 03/17/2021] [Indexed: 12/21/2022]
Abstract
Aims Application of advanced molecular pathology in rare tumours is hindered by low sample numbers, access to specialised expertise/technologies and tissue/assay QC and rapid reporting requirements. We assessed the feasibility of co‐ordinated real‐time centralised pathology review (CPR), encompassing molecular diagnostics and contemporary genomics (RNA‐seq/DNA methylation‐array). Methods This nationwide trial in medulloblastoma (<80 UK diagnoses/year) introduced a national reference centre (NRC) and assessed its performance and reporting to World Health Organisation standards. Paired frozen/formalin‐fixed, paraffin‐embedded tumour material were co‐submitted from 135 patients (16 referral centres). Results Complete CPR diagnostics were successful for 88% (120/135). Inadequate sampling was the most common cause of failure; biomaterials were typically suitable for methylation‐array (129/135, 94%), but frozen tissues commonly fell below RNA‐seq QC requirements (53/135, 39%). Late reporting was most often due to delayed submission. CPR assigned or altered histological variant (vs local diagnosis) for 40/135 tumours (30%). Benchmarking/QC of specific biomarker assays impacted test results; fluorescent in‐situ hybridisation most accurately identified high‐risk MYC/MYCN amplification (20/135, 15%), while combined methods (CTNNB1/chr6 status, methylation‐array subgrouping) best defined favourable‐risk WNT tumours (14/135; 10%). Engagement of a specialist pathologist panel was essential for consensus assessment of histological variants and immunohistochemistry. Overall, CPR altered clinical risk‐status for 29% of patients. Conclusion National real‐time CPR is feasible, delivering robust diagnostics to WHO criteria and assignment of clinical risk‐status, significantly altering clinical management. Recommendations and experience from our study are applicable to advanced molecular diagnostics systems, both local and centralised, across rare tumour types, enabling their application in biomarker‐driven routine diagnostics and clinical/research studies.
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Affiliation(s)
- Stephen Crosier
- Newcastle University Centre for Cancer, Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK.,Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Debbie Hicks
- Newcastle University Centre for Cancer, Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Edward C Schwalbe
- Newcastle University Centre for Cancer, Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK.,Department of Applied Sciences, Northumbria University, Newcastle, UK
| | - Daniel Williamson
- Newcastle University Centre for Cancer, Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | | | - Amanda Smith
- Newcastle University Centre for Cancer, Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Janet C Lindsey
- Newcastle University Centre for Cancer, Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Antony Michalski
- Department of Haematology and Oncology, Great Ormond Street Hospital for Children, NHS Foundation Trust, London, UK
| | - Barry Pizer
- Department of Haematology and Oncology, Alder Hey Children's Hospital, Liverpool, UK
| | - Simon Bailey
- Newcastle University Centre for Cancer, Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Nick Bown
- Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Gavin Cuthbert
- Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Stephen B Wharton
- Sheffield Institute for Translational Neuroscience, Sheffield University, Sheffield, UK
| | - Thomas S Jacques
- Developmental Biology & Cancer Department, UCL GOS Institute of Child Health, London, UK
| | - Abhijit Joshi
- Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Steven C Clifford
- Newcastle University Centre for Cancer, Wolfson Childhood Cancer Research Centre, Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
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Foster MT, Hennigan D, Grayston R, van Baarsen K, Sunderland G, Millward CP, Lalgudi Srinivasan H, Ferguson D, Totimeh T, Pizer B, Mallucci C. Reporting morbidity associated with pediatric brain tumor surgery: are the available scoring systems sufficient? J Neurosurg Pediatr 2021; 27:556-565. [PMID: 33636703 DOI: 10.3171/2020.9.peds20556] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 09/01/2020] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Complications in pediatric neurooncology surgery are seldom and inconsistently reported. This study quantifies surgical morbidity after pediatric brain tumor surgery from the last decade in a single center, using existing morbidity and outcome measures. METHODS The authors identified all pediatric patients undergoing surgery for an intracranial tumor in a single tertiary pediatric neurosurgery center between January 2008 and December 2018. Complications between postoperative days 0 and 30 that had been recorded prospectively were graded using appropriate existing morbidity scales, i.e., the Clavien-Dindo (CD), Landriel, and Drake scales. The result of surgery with respect to the predetermined surgical aim was also recorded. RESULTS There were 477 cases (364 craniotomies and 113 biopsies) performed on 335 patients (188 males, median age 9 years). The overall 30-day mortality rate was 1.26% (n = 6), and no deaths were a direct result of surgical complication. Morbidity on the CD scale was 0 in 55.14%, 1 in 10.69%, 2 in 18.66%, 3A in 1.47%, 3B in 11.74%, and 4 in 1.05% of cases. Morbidity using the Drake classification was observed in 139 cases (29.14%). Neurological deficit that remained at 30 days was noted in 8.39%; 78% of the returns to the operative theater were for CSF diversion. CONCLUSIONS To the authors' knowledge, this is the largest series presenting outcomes and morbidity from pediatric brain tumor surgery. The mortality rate and morbidity on the Drake classification were comparable to those of published series. An improved tool to quantify morbidity from pediatric neurooncology surgery is necessary.
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Affiliation(s)
- Mitchell T Foster
- 1Department of Paediatric Neurosurgery, Alder Hey Children's NHS Foundation Trust, Liverpool.,2Department of Neurosurgery, Walton Centre NHS Foundation Trust, Liverpool.,3Cancer Research UK Brain Tumour Centre of Excellence, The University of Edinburgh
| | - Dawn Hennigan
- 1Department of Paediatric Neurosurgery, Alder Hey Children's NHS Foundation Trust, Liverpool
| | - Rebecca Grayston
- 1Department of Paediatric Neurosurgery, Alder Hey Children's NHS Foundation Trust, Liverpool
| | - Kirsten van Baarsen
- 1Department of Paediatric Neurosurgery, Alder Hey Children's NHS Foundation Trust, Liverpool
| | - Geraint Sunderland
- 1Department of Paediatric Neurosurgery, Alder Hey Children's NHS Foundation Trust, Liverpool.,2Department of Neurosurgery, Walton Centre NHS Foundation Trust, Liverpool
| | - Christopher Paul Millward
- 1Department of Paediatric Neurosurgery, Alder Hey Children's NHS Foundation Trust, Liverpool.,2Department of Neurosurgery, Walton Centre NHS Foundation Trust, Liverpool
| | | | - Deborah Ferguson
- 1Department of Paediatric Neurosurgery, Alder Hey Children's NHS Foundation Trust, Liverpool.,4Department of Paediatric Neurosurgery, Royal Manchester Children's Hospital, Manchester; and
| | - Teddy Totimeh
- 1Department of Paediatric Neurosurgery, Alder Hey Children's NHS Foundation Trust, Liverpool
| | - Barry Pizer
- 5Department of Paediatric Oncology, Alder Hey Children's NHS Foundation Trust, Liverpool, United Kingdom
| | - Conor Mallucci
- 1Department of Paediatric Neurosurgery, Alder Hey Children's NHS Foundation Trust, Liverpool
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Salim A, Raitio A, Pizer B, Mullassery D, Losty PD. Neuroblastoma: the association of anatomical tumour site, molecular biology and patient outcomes. ANZ J Surg 2021; 91:1000-1004. [PMID: 33506998 DOI: 10.1111/ans.16595] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 12/30/2020] [Accepted: 01/06/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Numerous factors have been identified as carrying prognostic value in neuroblastoma (NB) and therefore incorporated in risk stratification of disease. Here, we investigate the association of anatomical site of NB with molecular biology and clinical outcomes. METHODS A total of 117 patients with NB were studied over a 30-year period. Tumour location was confirmed with computed tomography/magnetic resonance imaging. Data on molecular biology were obtained as testing became available. Chi-squared, Fisher's exact test and Kaplan-Meier log-rank tests were used for statistical analysis. RESULTS Tumour originated in the thoracic region (thoracic NB, TNB) in 15 patients (13%), adrenal gland (adrenal NB, ANB) in 88 patients (75%) and abdominal/paravertebral chain (paravertebral NB, PVNB) in 14 patients (12%). Overall survival (OS) for ANB was significantly lower (38%; P = 0.015). ANB cases were more frequently diagnosed at stage IV (69%; P = 0.001). MYCN amplification was noted in 33% of ANB cases and associated with lower OS (17% versus 62% MYCN non-amplified ANB; P = 0.01). The vast majority of TNB and PVNB were non-MYCN amplified (100% and 86%, respectively) and carried better prognosis (OS 86% and 83%, respectively). Forty-two percent of ANB cases were diploid and had lower OS (20% versus 71% hyperdiploid ANB; P = 0.079). TNB and PVNB were found to be mostly hyperdiploid (86% and 100%, respectively) with better OS (83% and 33%, respectively). Segmental chromosomal alterations had prognostic significance in those with PVNB (P = 0.03). CONCLUSION TNB tumours have better outcomes than adrenal tumours. This may be due to varied factors reported here including non-metastatic disease at presentation, non-amplification of the MYCN oncogene and overall favourable molecular biology characteristics.
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Affiliation(s)
- Adeline Salim
- Department of Paediatric Surgery, Alder Hey Children's Hospital NHS Foundation Trust, Liverpool, UK
| | - Arimatias Raitio
- Department of Paediatric Surgery, Alder Hey Children's Hospital NHS Foundation Trust, Liverpool, UK.,Department of Paediatric Surgery, Turku University Hospital and The University of Turku, Turku, Finland
| | - Barry Pizer
- Department of Oncology, Alder Hey Children's Hospital NHS Foundation Trust, Liverpool, UK
| | - Dhanya Mullassery
- Department of Paediatric Surgery, Alder Hey Children's Hospital NHS Foundation Trust, Liverpool, UK
| | - Paul D Losty
- Department of Paediatric Surgery, Alder Hey Children's Hospital NHS Foundation Trust, Liverpool, UK.,Institute of Child Health, School of Health and Life Sciences, -The University of Liverpool, Liverpool, UK
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Hartley H, Lane S, Pizer B, Bunn L, Carter B, Cassidy E, Mallucci C, Kumar R. Ataxia and mobility in children following surgical resection of posterior fossa tumour: A longitudinal cohort study. Childs Nerv Syst 2021; 37:2831-2838. [PMID: 34232381 PMCID: PMC8423635 DOI: 10.1007/s00381-021-05246-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Accepted: 04/23/2021] [Indexed: 11/24/2022]
Abstract
PURPOSE To report the course of ataxia in children up to 2 years post-operatively, following surgical resection of a posterior fossa tumour (PFT). METHODS Thirty-five children, (median age 9 years, range 4-15) having resection of PFT, were assessed using the Scale for the Assessment and Rating of Ataxia (SARA), Brief Ataxia Rating Scale (BARS) and the mobility domain of the Paediatric Evaluation of Disability Index (PEDI-m) at initial post-operative period (baseline), 3 months, 1 year and 2 years post-operatively. RESULTS Baseline median scores of the SARA and BARS were 8.5 (range 0-35.5), and 7 (0-25) respectively. Ataxia improved at 3 months (median SARA and BARS reduction 3.5 and 4, respectively). Additional gradual improvements in SARA were recorded at 1 (median reduction 2) and 2 years post-operatively (median reduction 0.5). Median baseline PEDI-m was 54.75 (range 15.2-100) with improvement at 3 months (median increase 36.95) and small improvement at 1 year (median increase 2.5) and 2 years (median increase 5.8). Children with medulloblastoma and midline tumours (median baseline SARA 10 and 11, respectively) demonstrated more severe ataxia than children with low-grade gliomas and unilateral tumours (median baseline SARA 7.5 and 6.5, respectively). CONCLUSION The largest improvement in ataxia scores and functional mobility scores is demonstrated within the first 3 months post-operatively, but ongoing gradual improvement is observed at 2 years. Children with medulloblastoma and midline tumour demonstrated higher ataxia scores long term.
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Affiliation(s)
- H Hartley
- Alder Hey Children’s NHS Foundation Trust, Liverpool, UK
| | - S Lane
- University of Liverpool, Liverpool, UK
| | - B Pizer
- Alder Hey Children’s NHS Foundation Trust, Liverpool, UK
| | - L Bunn
- University of Plymouth, Plymouth, UK
| | - B Carter
- Edge Hill University, Ormskirk, UK.
| | | | - C Mallucci
- Alder Hey Children’s NHS Foundation Trust, Liverpool, UK
| | - R Kumar
- Alder Hey Children’s NHS Foundation Trust, Liverpool, UK
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Foster M, Hennigan D, Greystone R, van Baarsen K, Sunderland G, Millward C, Srinivasan H, Ferguson D, Totimeh T, Pizer B, Mallucci C. SURG-12. PAEDIATRIC BRAIN TUMOUR SURGERY: HOW CAN WE REPORT OUR SURGICAL OUTCOMES AND OPERATIVE MORBIDITY? Neuro Oncol 2020. [PMCID: PMC7715701 DOI: 10.1093/neuonc/noaa222.808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
OBJECTIVE Our objective was to quantify resection outcomes and operative morbidity in paediatric brain tumour surgery using existing scales, assessing their applicability. METHODS We investigated morbidity using the Clavien-Dindo (CD) scale and the Drake classification. All paediatric patients receiving a biopsy or craniotomy for an intracranial tumour in a single tertiary paediatric neurosurgery centre between January 2008 and December 2018 were studied. Complications up to day 30 post op were graded. RESULTS There were 459 operations: 92 biopsies and 367 craniotomies comprising 166 infratentorial and 292 supratentorial tumours. Median age was 9 years (56% male). The surgical goal was achieved or exceeded in 94% of cases. Thirty-day mortality was 1.31% with all deaths related to disease and none to surgical complications. The overall CD score was 1 in 10.9% of cases, 2 in 18.9%, 3A in 1.7%, 3B in 11.8%, and 4 in 1.1%. There was no operative morbidity in 54% of cases. Using the Drake classification, meningitis was seen in 3.92% of cases, seizures in 3.92%, neurological deficit (that persisted at 30 days) in 8.5%, CSF leak in 5.01%, wound infection in 1.96%, haemorrhage 1.75 %, shunt infection in 1.53%, shunt block in 0.65%, medical complications in 2.4%, and others in 3.05%. CONCLUSIONS This is the largest series presenting morbidity from paediatric brain tumour surgery, and the first to validate the CD scale. Our morbidity on the Drake scale was comparable with other series. There is a need to develop improved tools to quantify morbidity in this high-risk specialty.
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Affiliation(s)
- Mitchell Foster
- Alder Hey Children’s Hospital, Liverpool, Merseyside, United Kingdom
| | - Dawn Hennigan
- Alder Hey Children’s Hospital, Liverpool, Merseyside, United Kingdom
| | - Rebecca Greystone
- Alder Hey Children’s Hospital, Liverpool, Merseyside, United Kingdom
| | | | | | | | | | - Deborah Ferguson
- Alder Hey Children’s Hospital, Liverpool, Merseyside, United Kingdom
| | | | - Barry Pizer
- Alder Hey Children’s Hospital, Liverpool, Merseyside, United Kingdom
| | - Conor Mallucci
- Alder Hey Children’s Hospital, Liverpool, Merseyside, United Kingdom
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Hill R, Richardson S, Schwalbe E, Hicks D, Lindsey J, Crosier S, Rafiee G, Grabovska Y, Wharton S, Jacques T, Michalski A, Joshi A, Pizer B, Williamson D, Bailey S, Clifford S. MBRS-44. TIME, PATTERN AND OUTCOME OF MEDULLOBLASTOMA RELAPSE ARE ASSOCIATED WITH TUMOUR BIOLOGY AT DIAGNOSIS AND UPFRONT THERAPY: A COHORT STUDY. Neuro Oncol 2020. [PMCID: PMC7715618 DOI: 10.1093/neuonc/noaa222.553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Disease relapse occurs in ~30% of children with medulloblastoma, and is fatal in the majority. We sought to establish whether clinico-molecular characteristics at diagnosis are associated with the nature of relapse, subsequent disease-course, and whether these associations could inform clinical management. We surveyed the clinical features of medulloblastoma relapse (time-to-relapse, pattern-of-relapse, time-to-death and overall outcome) in 247 centrally-reviewed patients who relapsed following standard-upfront-therapies. We related these to clinico-molecular features at diagnosis, prognostic factors, and first-line/relapse treatment. Patients who received upfront craniospinal irradiation (CSI-treated) displayed prolonged time-to-relapse compared to CSI naïve patients (p<0.001). Similarly, in CSI naïve patients, CSI at relapse, alongside re-resection and desmoplastic/nodular histology, were associated with long-term survival. In CSI-treated patients, the nature of relapse was subgroup-dependent. Local-nodular relapse patterns were enriched in relapsed-MBSHH patients (p<0.001), but a notable proportion (65%) also acquired distant-diffuse disease (p=0.010). MBGroup3 relapsed quickly (median 1.3 years), MBGroup4 slowly (median 2.1 years). Distant-disease was prevalent in MBGroup3 and MBGroup4 relapses (90%) but, in contrast to relapsed-MBSHH, nodular and diffuse patterns of distant-disease were observed. Furthermore, nodular disease was associated with a prolonged time-to-death post-relapse (p=0.006). Investigation of second-generation MBGroup3/4 subtypes refined our understanding of heterogeneous relapse characteristics. Subtype VIII had prolonged time-to-relapse; subtype II a rapid time-to-death. Subtypes II/III/VIII developed a significantly higher incidence of distant-disease at relapse, whereas subtypes V/VII did not. The nature of medulloblastoma relapse are biology and therapy-dependent, providing immediate translational opportunities for improved disease management through biology-directed surveillance, post-relapse prognostication and risk-stratified selection of second-line treatment.
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Affiliation(s)
- Rebecca Hill
- Newcastle University Centre for Cancer, Newcastle upon Tyne, United Kingdom
| | - Stacey Richardson
- Newcastle University Centre for Cancer, Newcastle upon Tyne, United Kingdom
| | - Edward Schwalbe
- Newcastle University Centre for Cancer, Newcastle upon Tyne, United Kingdom
- Northumbria University, Newcastle upon Tyne, United Kingdom
| | - Debbie Hicks
- Newcastle University Centre for Cancer, Newcastle upon Tyne, United Kingdom
| | - Janet Lindsey
- Newcastle University Centre for Cancer, Newcastle upon Tyne, United Kingdom
| | - Stephen Crosier
- Newcastle University Centre for Cancer, Newcastle upon Tyne, United Kingdom
| | - Gholamreza Rafiee
- Newcastle University Centre for Cancer, Newcastle upon Tyne, United Kingdom
| | - Yura Grabovska
- Newcastle University Centre for Cancer, Newcastle upon Tyne, United Kingdom
| | - Stephen Wharton
- Sheffield Institute of Translational Neuroscience, Sheffield, United Kingdom
| | - Thomas Jacques
- UCL Great Ormond Street Institute for Child Health, London, United Kingdom
| | | | - Abhijit Joshi
- Royal Victoria Infirmary, Newcastle upon Tyne, United Kingdom
| | - Barry Pizer
- Alder Hey Children’s Hospital, Liverpool, United Kingdom
| | - Daniel Williamson
- Newcastle University Centre for Cancer, Newcastle upon Tyne, United Kingdom
| | - Simon Bailey
- Newcastle University Centre for Cancer, Newcastle upon Tyne, United Kingdom
| | - Steven Clifford
- Newcastle University Centre for Cancer, Newcastle upon Tyne, United Kingdom
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Grist JT, Withey S, Bennett C, Rose H, MacPherson L, Oates A, Powell S, Novak J, Abernethy L, Pizer B, Bailey S, Mitra D, Arvanitis TN, Auer DP, Avula S, Grundy R, Peet AC. IMG-06. PREDICTING SURVIVAL FROM PERFUSION AND DIFFUSION MRI BY MACHINE LEARNING. Neuro Oncol 2020. [PMCID: PMC7715839 DOI: 10.1093/neuonc/noaa222.342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
INTRODUCTION Magnetic Resonance Imaging (MRI) is routinely used in the assessment of children’s brain tumours. Reduced diffusion and increased perfusion on MRI are commonly associated with higher grade but there is a lack of quantitative data linking these parameters to survival. Machine learning is increasingly being used to develop diagnostic tools but its use in survival analysis is rare. In this study we combine quantitative parameters from diffusion and perfusion MRI with machine learning to develop a model of survival for paediatric brain tumours. METHOD: 69 children from 4 centres (Birmingham, Liverpool, Nottingham, Newcastle) underwent MRI with diffusion and perfusion (dynamic susceptibility contrast) at diagnosis. Images were processed to form ADC, cerebral blood volume (CBV) and vessel leakage correction (K2) parameter maps. Parameter mean, standard deviation and heterogeneity measures (skewness and kurtosis) were calculated from tumour and whole brain and used in iterative Bayesian survival analysis. The features selected were used for k-means clustering and differences in survival between clusters assessed by Kaplan-Meier and Cox-regression. RESULTS Bayesian analysis revealed the 5 top features determining survival to be tumour volume, ADC kurtosis, CBV mean, K2 mean and whole brain CBV mean. K-means clustering using these features showed two distinct clusters (high- and low-risk) which bore significantly different survival characteristics (Hazard Ratio = 5.6). DISCUSSION AND CONCLUSION Diffusion and perfusion MRI can be used to aid the prediction of survival in children’s brain tumours. Tumour perfusion played a particularly important role in predicting survival despite being less routinely measured than diffusion.
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Affiliation(s)
- James T Grist
- University of Birmingham, Birmingham, WM, United Kingdom
| | - Stephanie Withey
- University of Birmingham, Birmingham, WM, United Kingdom
- Oncology - Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham, United Kingdom
| | - Christopher Bennett
- Institute of Cancer and Genomic Sciences - University of Birmingham, Birmingham, WM, United Kingdom
| | - Heather Rose
- Institute of Cancer and Genomic Sciences - University of Birmingham, Birmingham, WM, United Kingdom
| | - Lesley MacPherson
- Radiology - Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham, United Kingdom
| | - Adam Oates
- Radiology - Birmingham Women’s and Children’s NHS Foundation Trust, Birmingham, United Kingdom
| | - Stephen Powell
- University of Birmingham, Birmingham, WM, United Kingdom
| | - Jan Novak
- Neurosciences - Aston University, Birmingham, United Kingdom
| | - Laurence Abernethy
- Radiology - Alder Hey Children’s NHS Foundation Trust, Liverpool, United Kingdom
| | - Barry Pizer
- Oncology - Alder Hey Children’s NHS Foundation Trust, Liverpool, United Kingdom
| | - Simon Bailey
- Sir James Spence Institute of Child Health, Royal Victoria Infirmary, Newcastle, United Kingdom
| | - Dipayan Mitra
- Neuroradiology, Royal Victoria Infirmary, Newcastle, United Kingdom
| | - Theodoros N Arvanitis
- Institute of Digital Healthcare, WMG, University of Warwick, Warwick, United Kingdom
| | - Dorothee P Auer
- Sir Peter Mansfield Imaging Centre, University of Nottingham Biomedical Research Centre, Nottingham, United Kingdom
| | - Shivaram Avula
- Radiology, Alder Hey Children’s NHS Foundation Trust, Liverpool, United Kingdom
| | - Richard Grundy
- The Children’s Brain Tumour Research Centre, University of Nottingham, Nottingham, United Kingdom
| | - Andrew C Peet
- Institute of Cancer and Genomic Sciences - University of Birmingham, Birmingham, WM, United Kingdom
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Cooper K, Pizer B, Lane S, Rutkowski S. SWK-07. A MULTINATIONAL SURVEY OF PAEDIATRIC NEURO-ONCOLOGY SERVICES: A EUROPEAN RESEARCH NETWORK (ERN) PAEDCAN PROJECT. Neuro Oncol 2020. [PMCID: PMC7715549 DOI: 10.1093/neuonc/noaa222.824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Brain tumours are clinically and biologically highly diverse and account for 25% of paediatric neoplasms. They carry the highest mortality and morbidity of tumour groups. Their management presents significant challenges with performing modern diagnostic assessments, applying multimodal treatment and establishing interdisciplinary cooperation. Outcomes across Europe differ significantly with varying 5year survival reports of 42–79%. This SIOP-Europe PaedCan survey assessed the structures and facilities for individual states and highlight areas for cooperation and support. DESIGN: An online questionnaire was sent to SIOP-Europe Brain Tumour Group members. This had 55 questions assessing pathology, staging, surgery, radiotherapy and paediatric oncology infrastructure. For analysis of the data we divided countries into lower and higher economic status according to GDP (World Bank 2019) with a cut off of $30,100. RESULTS There were 388 respondents from 44 countries in 181 different institutions. In the lower GDP group we noted decreased access to biological characterisation of tumours and interdisciplinary tumour boards. In this group of nations, patients were less likely to have treatment by a paediatric specialist neurosurgeon, paediatric neuro-oncologist, neuroradiologist, and paediatric radiation oncologist. There was also less availability to perform early MRI (ventilated) and less access to proton beam therapy. This study supports the aim of the ERN to produce a roadmap document with specific standards and publish guidelines for all relevant diagnostic and therapeutic components of care. The ERN also aims to identify a network of institutions to provide patient advice and training to equalise treatment and outcomes for all children across Europe.
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Affiliation(s)
| | - Barry Pizer
- Alder Hey Childrens Hospital, Liverpool, United Kingdom
| | - Steven Lane
- University of Liverpool, Liverpool, United Kingdom
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41
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Hartley H, Pizer B, Kumar R, Owen J, Paisley H, White A. COVD-03. IMPACT OF COVID-19 ON THERAPY PROVISION FOR CHILDREN WITH CNS TUMOURS. Neuro Oncol 2020. [PMCID: PMC7715840 DOI: 10.1093/neuonc/noaa222.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
INTRODUCTION The COVID-19 pandemic has led to widespread change in the delivery of rehabilitation. The Teenage Cancer Trust reported that 69% of young people with cancer saw their physiotherapist less than usual during the pandemic raising concerns about physiotherapy input. METHODS Retrospective analysis of all children’s therapy input managed under the Neuro Oncology Rehabilitation Team (NORT) between 1st April and 30th July 2020. Descriptive analysis of change to physiotherapy provision during this time period by Tertiary and local community services. RESULTS 49 children were managed under the NORT Therapy Team during this timeframe. 9 children were newly diagnosed with CNS tumours. There was no impact on inpatient therapy provision, 3 had delayed local therapy provision on discharge requiring increased virtual input by the Tertiary centre. 40 children were outpatients managed under the NORT therapy team. 16 children were also receiving regular local physiotherapy input prior to the COVID-19 pandemic. 13 of these children subsequently had their local physiotherapy input suspended during this time period, 8 children were offered virtual input as an alternative by the Tertiary centre, 2 children received increased face to face appointments at the Tertiary centre. 14 of the 24 children managed solely under the Tertiary NORT Therapy Team changed to virtual therapy reviews. DISCUSSION There is a clear change in therapy provision as a result of the COVID-19 pandemic. Future research should consider the effectiveness of neurorehabilitation conducted virtually and the impact on physical function of reduced local therapy provision in children with CNS tumours.
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Affiliation(s)
- Helen Hartley
- Alder Hey Children’s NHS Foundation Trust, Liverpool, United Kingdom
| | - Barry Pizer
- Alder Hey Children’s NHS Foundation Trust, Liverpool, United Kingdom
| | - Ram Kumar
- Alder Hey Children’s NHS Foundation Trust, Liverpool, United Kingdom
| | - Joanne Owen
- Alder Hey Children’s NHS Foundation Trust, Liverpool, United Kingdom
| | - Helen Paisley
- Alder Hey Children’s NHS Foundation Trust, Liverpool, United Kingdom
| | - Amillie White
- Alder Hey Children’s NHS Foundation Trust, Liverpool, United Kingdom
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Hanson D, Andre N, Chi S, Filbin M, Fisher M, Hoffman L, Khatib Z, Kool M, Narendran A, Pizer B, Slavc I, Vogel T, Ziegler D, Kieran M. ETMR-08. INTERNATIONAL CONSENSUS PROTOCOL FOR EMBRYONAL TUMOR WITH MULTILAYER ROSETTES. Neuro Oncol 2020. [PMCID: PMC7715665 DOI: 10.1093/neuonc/noaa222.212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
Embryonal tumors with multilayer rosettes (ETMR) are rare and highly-aggressive central nervous system (CNS) neoplasms which occur primarily in young children and carry a dismal prognosis. To date, no large clinical investigations have been conducted to determine the optimal therapy for ETMR. Data from retrospective case series suggest that our most aggressive standard therapies are not sufficient for cure in the majority of cases. New treatment approaches incorporating pre-clinical data and the known biology of ETMR are therefore urgently needed. A German drug screen using the patient-derived ETMR BT183 cell line and its xenograft revealed anti-tumor activity of topotecan, doxorubicin, and actinomycin D; three agents used infrequently for treating infant CNS tumors. Additional results from a small series of ETMR patients suggest that optimization of induction chemotherapy using these active agents may improve response and survival outcomes. In 2019, an international panel of pediatric neuro-oncology experts convened to advance therapy for ETMR. A consensus protocol was developed incorporating maximal safe surgical resection, induction chemotherapy with active pre-clinical agents, intrathecal chemotherapy, radiotherapy, and high-dose chemotherapy. This international consensus protocol represents the first prospective clinical investigation specific to ETMR and will be available through a treatment registry globally and as a clinical trial at select centers. The study aims to improve survival by providing aggressive, optimized therapy for ETMR and will serve as a platform to explore new biologically-promising agents. The investigation will also provide valuable prospective outcome data and correlative biological studies to serve as baseline comparators for future clinical trials.
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Affiliation(s)
- Derek Hanson
- Hackensack University Medical Center, Hackensack, NJ, USA
- Hackensack Meridian School of Medicine, Nutley, NJ, USA
| | - Nicolas Andre
- Service d’Hématologie et Oncologie Pédiatrique, Hôpital pour Enfants de La Timone, AP-HM, Marseille, France
| | - Susan Chi
- Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Mariella Filbin
- Dana-Farber Cancer Institute, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Michael Fisher
- Division of Oncology, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Lindsey Hoffman
- Phoenix Children’s Hospital, Center for Cancer and Blood Disorders, Phoenix, AZ, USA
| | - Ziad Khatib
- Nicklaus Children’s Hospital, Miami, FL, USA
| | - Marcel Kool
- Hopp Children’s Cancer Center (KiTZ), Heidelberg, Germany
- German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), Heidelberg, Germany
| | - Aru Narendran
- Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Barry Pizer
- University of Liverpool, Liverpool, United Kingdom
- Alder Hey Children’s Hospital, Liverpool, United Kingdom
| | - Irene Slavc
- Department of Pediatrics and Adolescent Medicine, Medical University of Vienna, Vienna, Austria
| | - Timothy Vogel
- Hackensack University Medical Center, Hackensack, NJ, USA
- Hackensack Meridian School of Medicine, Nutley, NJ, USA
| | - David Ziegler
- Sydney Children’s Hospital, Randwick, NSW, Australia
- University of New South Wales, Sydney, NSW, Australia
| | - Mark Kieran
- Division of Oncology, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
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Paisley H, Hartley H, Kearney A, Hagan A, Owen J, Pizer B, Holman N, Kumar R. QOL-21. DEVELOPMENT AND UTILISATION OF A NEURO-ONCOLOGY REHABILITATION TEAM: 2018–2019 UPDATE. Neuro Oncol 2020. [PMCID: PMC7715504 DOI: 10.1093/neuonc/noaa222.683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
INTRODUCTION A multi-disciplinary Neuro-Oncology Rehabilitation Team (NORT) was established at our institution in 2014. We reviewed NORT inputs, processes and outputs in 2018 to 2019 compared to our previously presented data from 2015, soon after service inception. METHODS Retrospective analysis of patients who received NORT input June 2018 - May 2019 compared to 2015 data. Descriptive analysis of changes to NORT operational processes and structure. Complexity of rehabilitation needs was measured using the Rehabilitation Complexity Scale-Extended V13 (RCS). RESULTS 54 children received NORT input in 2018–2019 (10 children in 2015) with total of 129 outputs. NORT input was highest in children with high grade glioma (median reviews: 3; median RCS: 5) and ependymoma (median reviews: 3; median RCS: 5). Pilocytic astrocytoma formed the largest tumour group (n = 11; median reviews: 2; median RCS: 7). 11% patients were referred to neurologist (9% already known); 17% referred to community services (44% already known); 31% referred to neuropsychology. In 2015, outputs were predominantly referral to occupational therapy and physiotherapy. 6 patients (11% of 54) were discharged in 2018–2019 (40% of 10 patients in 2015). 4 patients died. Between 2015 and 2019, developments included: clarifying referral and discharge pathways, use of screening measures, neuropsychology integration, therapy-led drop-in clinics, use of RCS-E. DISCUSSION: There has been a clear increase in utilisation and scope of work of NORT over last 4 years. The strength of this team is multidisciplinary working and expertise. Further developments planned: multidisciplinary rehabilitation interventions and NORT outcome tools.
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Affiliation(s)
- Helen Paisley
- Alder Hey Childrens NHS Foundation Trust, Liverpool, United Kingdom
| | - Helen Hartley
- Alder Hey Childrens NHS Foundation Trust, Liverpool, United Kingdom
| | - Anna Kearney
- Alder Hey Childrens NHS Foundation Trust, Liverpool, United Kingdom
| | - Alex Hagan
- Alder Hey Childrens NHS Foundation Trust, Liverpool, United Kingdom
| | - Joanne Owen
- Alder Hey Childrens NHS Foundation Trust, Liverpool, United Kingdom
| | - Barry Pizer
- Alder Hey Childrens NHS Foundation Trust, Liverpool, United Kingdom
| | - Natalie Holman
- Alder Hey Childrens NHS Foundation Trust, Liverpool, United Kingdom
| | - Ram Kumar
- Alder Hey Childrens NHS Foundation Trust, Liverpool, United Kingdom
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Hill RM, Richardson S, Schwalbe EC, Hicks D, Lindsey JC, Crosier S, Rafiee G, Grabovska Y, Wharton SB, Jacques TS, Michalski A, Joshi A, Pizer B, Williamson D, Bailey S, Clifford SC. Time, pattern, and outcome of medulloblastoma relapse and their association with tumour biology at diagnosis and therapy: a multicentre cohort study. Lancet Child Adolesc Health 2020; 4:865-874. [PMID: 33222802 PMCID: PMC7671998 DOI: 10.1016/s2352-4642(20)30246-7] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 07/20/2020] [Accepted: 07/24/2020] [Indexed: 01/08/2023]
Abstract
Background Disease relapse occurs in around 30% of children with medulloblastoma, and is almost universally fatal. We aimed to establish whether the clinical and molecular characteristics of the disease at diagnosis are associated with the nature of relapse and subsequent disease course, and whether these associations could inform clinical management. Methods In this multicentre cohort study we comprehensively surveyed the clinical features of medulloblastoma relapse (time to relapse, pattern of relapse, time from relapse to death, and overall outcome) in centrally reviewed patients who relapsed following standard upfront therapies, from 16 UK Children's Cancer and Leukaemia Group institutions and four collaborating centres. We compared these relapse-associated features with clinical and molecular features at diagnosis, including established and recently described molecular features, prognostic factors, and treatment at diagnosis and relapse. Findings 247 patients (175 [71%] boys and 72 [29%] girls) with medulloblastoma relapse (median year of diagnosis 2000 [IQR 1995–2006]) were included in this study. 17 patients were later excluded from further analyses because they did not meet the age and treatment criteria for inclusion. Patients who received upfront craniospinal irradiation (irradiated group; 178 [72%] patients) had a more prolonged time to relapse compared with patients who did not receive upfront craniospinal irradiation (non-irradiated group; 52 [21%] patients; p<0·0001). In the non-irradiated group, craniospinal irradiation at relapse (hazard ratio [HR] 0·27, 95% CI 0·11–0·68) and desmoplastic/nodular histology (0·23, 0·07–0·77) were associated with prolonged time to death after relapse, MYC amplification was associated with a reduced overall survival (23·52, 4·85–114·05), and re-resection at relapse was associated with longer overall survival (0·17, 0·05–0·57). In the irradiated group, patients with MBGroup3 tumours relapsed significantly more quickly than did patients with MBGroup4 tumours (median 1·34 [0·99–1·89] years vs 2·04 [1·39–3·42 years; p=0·0043). Distant disease was prevalent in patients with MBGroup3 (23 [92%] of 25 patients) and MBGroup4 (56 [90%] of 62 patients) tumour relapses. Patients with distantly-relapsed MBGroup3 and MBGroup4 displayed both nodular and diffuse patterns of disease whereas isolated nodular relapses were rare in distantly-relapsed MBSHH (1 [8%] of 12 distantly-relapsed MBSHH were nodular alone compared with 26 [34%] of 77 distantly-relapsed MBGroup3 and MBGroup4). In MBGroup3 and MBGroup4, nodular disease was associated with a prolonged survival after relapse (HR 0·42, 0·21–0·81). Investigation of second-generation MBGroup3 and MBGroup4 molecular subtypes refined our understanding of heterogeneous relapse characteristics. Subtype VIII had prolonged time to relapse and subtype II had a rapid time from relapse to death. Subtypes II, III, and VIII developed a significantly higher incidence of distant disease at relapse whereas subtypes V and VII did not (equivalent rates to diagnosis). Interpretation This study suggests that the nature and outcome of medulloblastoma relapse are biology and therapy-dependent, providing translational opportunities for improved disease management through biology-directed disease surveillance, post-relapse prognostication, and risk-stratified selection of second-line treatment strategies. Funding Cancer Research UK, Action Medical Research, The Tom Grahame Trust, The JGW Patterson Foundation, Star for Harris, The Institute of Child Health - Newcastle University - Institute of Child Health High-Risk Childhood Brain Tumour Network (co-funded by The Brain Tumour Charity, Great Ormond Street Children's Charity, and Children with Cancer UK).
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Affiliation(s)
- Rebecca M Hill
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne, UK
| | - Stacey Richardson
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne, UK
| | - Edward C Schwalbe
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne, UK; Department of Applied Sciences, Northumbria University, Newcastle upon Tyne, UK
| | - Debbie Hicks
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne, UK
| | - Janet C Lindsey
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne, UK
| | - Stephen Crosier
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne, UK
| | - Gholamreza Rafiee
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne, UK; School of Electronics, Electrical Engineering and Computer Science, Queen's University Belfast, Centre for Cancer Research & Cell Biology, UK
| | - Yura Grabovska
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne, UK
| | - Stephen B Wharton
- Sheffield Institute for Translational Neuroscience, University of Sheffield, Sheffield, UK
| | - Thomas S Jacques
- Neural Development Unit, UCL Institute of Child Health, London, UK
| | - Antony Michalski
- Neural Development Unit, UCL Institute of Child Health, London, UK
| | - Abhijit Joshi
- Department of Neuropathology, Royal Victoria Infirmary, Newcastle University Teaching Hospitals, NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Barry Pizer
- Institute of Translational Research, University of Liverpool, Liverpool, UK
| | - Daniel Williamson
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne, UK
| | - Simon Bailey
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne, UK
| | - Steven C Clifford
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Newcastle upon Tyne, UK.
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Hicks D, Rafiee G, Schwalbe EC, Howell CI, Lindsey JC, Hill RM, Smith AJ, Adidharma P, Steel C, Richardson S, Pease L, Danilenko M, Crosier S, Joshi A, Wharton SB, Jacques TS, Pizer B, Michalski A, Williamson D, Bailey S, Clifford SC. The molecular landscape and associated clinical experience in infant medulloblastoma: prognostic significance of second-generation subtypes. Neuropathol Appl Neurobiol 2020; 47:236-250. [PMID: 32779246 DOI: 10.1111/nan.12656] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 07/22/2020] [Accepted: 07/29/2020] [Indexed: 11/29/2022]
Abstract
AIMS Biomarker-driven therapies have not been developed for infant medulloblastoma (iMB). We sought to robustly sub-classify iMB, and proffer strategies for personalized, risk-adapted therapies. METHODS We characterized the iMB molecular landscape, including second-generation subtyping, and the associated retrospective clinical experience, using large independent discovery/validation cohorts (n = 387). RESULTS iMBGrp3 (42%) and iMBSHH (40%) subgroups predominated. iMBGrp3 harboured second-generation subtypes II/III/IV. Subtype II strongly associated with large-cell/anaplastic pathology (LCA; 23%) and MYC amplification (19%), defining a very-high-risk group (0% 10yr overall survival (OS)), which progressed rapidly on all therapies; novel approaches are urgently required. Subtype VII (predominant within iMBGrp4 ) and subtype IV tumours were standard risk (80% OS) using upfront CSI-based therapies; randomized-controlled trials of upfront radiation-sparing and/or second-line radiotherapy should be considered. Seventy-five per cent of iMBSHH showed DN/MBEN histopathology in discovery and validation cohorts (P < 0.0001); central pathology review determined diagnosis of histological variants to WHO standards. In multivariable models, non-DN/MBEN pathology was associated significantly with worse outcomes within iMBSHH . iMBSHH harboured two distinct subtypes (iMBSHH-I/II ). Within the discriminated favourable-risk iMBSHH DN/MBEN patient group, iMBSHH-II had significantly better progression-free survival than iMBSHH-I , offering opportunities for risk-adapted stratification of upfront therapies. Both iMBSHH-I and iMBSHH-II showed notable rescue rates (56% combined post-relapse survival), further supporting delay of irradiation. Survival models and risk factors described were reproducible in independent cohorts, strongly supporting their further investigation and development. CONCLUSIONS Investigations of large, retrospective cohorts have enabled the comprehensive and robust characterization of molecular heterogeneity within iMB. Novel subtypes are clinically significant and subgroup-dependent survival models highlight opportunities for biomarker-directed therapies.
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Affiliation(s)
- D Hicks
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - G Rafiee
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK.,School of Electronics, Electrical Engineering and Computer Science, Queen's University Belfast, Belfast, UK
| | - E C Schwalbe
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK.,Department of Applied Sciences, Northumbria University, Newcastle upon Tyne, UK
| | - C I Howell
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - J C Lindsey
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - R M Hill
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - A J Smith
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - P Adidharma
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - C Steel
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - S Richardson
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - L Pease
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - M Danilenko
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - S Crosier
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - A Joshi
- Department of Neuropathology, Royal Victoria Infirmary, Newcastle University Teaching Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - S B Wharton
- Sheffield Institute for Translational Neuroscience, University of Sheffield, Sheffield, UK
| | | | - B Pizer
- Institute of Translational Research, University of Liverpool, Liverpool, UK
| | | | - D Williamson
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - S Bailey
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
| | - S C Clifford
- Wolfson Childhood Cancer Research Centre, Newcastle University Centre for Cancer, Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK
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Reiné J, Cooper K, Sewell A, Lyall J, Thorbinson C, Hincks E, Ferreira DM, Pizer B, Morton B. Neutrophil function is impaired in paediatric patients with malignancy and may be a useful clinical marker. Clin Transl Oncol 2020; 22:2121-2125. [PMID: 32410117 DOI: 10.1007/s12094-020-02362-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2020] [Accepted: 04/28/2020] [Indexed: 11/26/2022]
Abstract
PURPOSE Patients treated with cytotoxic chemotherapy are at risk of neutropenia, neutropenic fever and neutropenic sepsis. We hypothesised that pre-existing neutrophil function dysfunction may increase susceptibility to neutropenic fever in paediatric patients receiving cytotoxic chemotherapy. METHODS Prospective cohort study recruited patients at Alder Hey Children's NHS Foundation Trust, United Kingdom. We measured neutrophil phagocytic function using a validated flow cytometric whole blood phagocytosis assay in paediatric patients (n = 16) with oncological disease before and after chemotherapy in a prospective cohort study. We recruited healthy children as a control comparator (n = 10). RESULTS We found significantly decreased phagocytic function in oncology patients compared to healthy participants. In five patients who developed neutropenic fever, we observed increased pre-dose neutrophil respiratory burst. CONCLUSION With further validation, measurement of neutrophil function could potentially be used to personalise appropriate prophylactic antimicrobial administration for patients receiving cytotoxic chemotherapy.
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Affiliation(s)
- J Reiné
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - K Cooper
- Department of Paediatric Oncology, Alder Hey Children's Hospital, Liverpool, UK
| | - A Sewell
- Department of Paediatric Oncology, Alder Hey Children's Hospital, Liverpool, UK
| | - J Lyall
- Department of Paediatric Oncology, Alder Hey Children's Hospital, Liverpool, UK
| | - C Thorbinson
- Department of Paediatric Oncology, Alder Hey Children's Hospital, Liverpool, UK
| | - E Hincks
- Department of Paediatric Oncology, Alder Hey Children's Hospital, Liverpool, UK
| | - D M Ferreira
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK
| | - B Pizer
- Department of Paediatric Oncology, Alder Hey Children's Hospital, Liverpool, UK
| | - B Morton
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK.
- Lung Health Group, Malawi-Liverpool Wellcome Trust Clinical Research Programme, Blantyre, Malawi.
- Liverpool University Hospitals NHS Foundation Trust, Liverpool, UK.
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Camero S, Camicia L, Marampon F, Ceccarelli S, Shukla R, Mannarino O, Pizer B, Schiavetti A, Pizzuti A, Tombolini V, Marchese C, Dominici C, Megiorni F. BET inhibition therapy counteracts cancer cell survival, clonogenic potential and radioresistance mechanisms in rhabdomyosarcoma cells. Cancer Lett 2020; 479:71-88. [PMID: 32200036 DOI: 10.1016/j.canlet.2020.03.011] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Revised: 03/04/2020] [Accepted: 03/10/2020] [Indexed: 12/15/2022]
Abstract
The antitumour effects of OTX015, a first-in-class BET inhibitor (BETi), were investigated as a single agent or in combination with ionizing radiation (IR) in preclinical in vitro models of rhabdomyosarcoma (RMS), the most common childhood soft tissue sarcoma. Herein, we demonstrated the upregulation of BET Bromodomain gene expression in RMS tumour biopsies and cell lines compared to normal skeletal muscle. In vitro experiments showed that OTX015 significantly reduced RMS cell proliferation by altering cell cycle modulators and apoptotic related proteins due to the accumulation of DNA breaks that cells are unable to repair. Interestingly, OTX015 also impaired migration capacity and tumour-sphere architecture by downregulating pro-stemness genes and was able to potentiate ionizing radiation effects by reducing the expression of different drivers of tumour dissemination and resistance mechanisms, including the GNL3 gene, that we correlated for the first time with the RMS phenotype. In conclusion, our research sheds further light on the molecular events of OTX015 action against RMS cells and indicates this novel BETi as an effective option to improve therapeutic strategies and overcome the development of resistant cancer cells in patients with RMS.
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Affiliation(s)
- Simona Camero
- Department of Maternal, Infantile, and Urological Sciences, "Sapienza" University of Rome, Rome, Italy.
| | - Lucrezia Camicia
- Department of Maternal, Infantile, and Urological Sciences, "Sapienza" University of Rome, Rome, Italy.
| | - Francesco Marampon
- Department of Radiological, Oncological and Pathological Sciences, "Sapienza" University of Rome, Rome, Italy.
| | - Simona Ceccarelli
- Department of Experimental Medicine, "Sapienza" University of Rome, Rome, Italy.
| | - Rajeev Shukla
- Department of Perinatal and Paediatric Pathology, Alder Hey Children's NHS Foundation Trust, Liverpool, UK.
| | - Olga Mannarino
- Department of Maternal, Infantile, and Urological Sciences, "Sapienza" University of Rome, Rome, Italy.
| | - Barry Pizer
- Department of Oncology, Alder Hey Children's NHS Foundation Trust, Eaton Road, Liverpool, L12 2AP, UK.
| | - Amalia Schiavetti
- Department of Maternal, Infantile, and Urological Sciences, "Sapienza" University of Rome, Rome, Italy.
| | - Antonio Pizzuti
- Department of Experimental Medicine, "Sapienza" University of Rome, Rome, Italy.
| | - Vincenzo Tombolini
- Department of Radiological, Oncological and Pathological Sciences, "Sapienza" University of Rome, Rome, Italy.
| | - Cinzia Marchese
- Department of Experimental Medicine, "Sapienza" University of Rome, Rome, Italy.
| | - Carlo Dominici
- Department of Maternal, Infantile, and Urological Sciences, "Sapienza" University of Rome, Rome, Italy.
| | - Francesca Megiorni
- Department of Experimental Medicine, "Sapienza" University of Rome, Rome, Italy.
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Schepke E, Tisell M, Kennedy C, Puget S, Ferroli P, Chevignard M, Doz F, Pizer B, Rutkowski S, Massimino M, Navajas A, Schwalbe E, Hicks D, Clifford SC, Pietsch T, Lannering B. Effects of the growth pattern of medulloblastoma on short-term neurological impairments after surgery: results from the prospective multicenter HIT-SIOP PNET 4 study. J Neurosurg Pediatr 2020; 25:1-9. [PMID: 31952041 DOI: 10.3171/2019.11.peds19349] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Accepted: 11/01/2019] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Extensive resection of a tumor in the posterior fossa in children is associated with the risk of neurological deficits. The objective of this study was to prospectively evaluate the short-term neurological morbidity in children after medulloblastoma surgery and relate this to the tumor's growth pattern and to the extent of resection. METHODS In 160 patients taking part in the HIT-SIOP PNET 4 (Hyperfractionated Versus Conventionally Fractionated Radiotherapy in Standard Risk Medulloblastoma) trial, neurosurgeons prospectively responded to questions concerning the growth pattern of the tumor they had resected. The extent of resection (gross, near, or subtotal) was evaluated using MRI. The patients' neurological status before resection and around 30 days after resection was recorded. RESULTS Invasive tumor growth, defined as local invasion in the brain or meninges, cranial nerve, or major vessel, was reported in 58% of the patients. After surgery almost 70% of all patients were affected by one or several neurological impairments (e.g., impaired vision, impaired extraocular movements, and ataxia). However, this figure was very similar to the preoperative findings. Invasive tumor growth implied a significantly higher number of impairments after surgery (p = 0.03) and greater deterioration regarding extraocular movements (p = 0.012), facial weakness (p = 0.048), and ataxia in the arms (p = 0.014) and trunk (p = 0.025) compared with noninvasive tumor growth. This deterioration was not dependent on the extent of resection performed. Progression-free survival (PFS) at 5 years was 80% ± 4% and 76% ± 5% for patients with invasive and noninvasive tumor growth, respectively, with no difference in the 5-year PFS for extent of resection. CONCLUSIONS Preoperative neurological impairments and invasive tumor growth were strong predictors of deterioration in short-term neurological outcome after medulloblastoma neurosurgery, whereas the extent of resection was not. Neither tumor invasiveness nor extent of resection influenced PFS. These findings support the continuation of maximal safe resection in medulloblastoma surgery where functional risks are not taken in areas with tumor invasion.
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Affiliation(s)
- Elizabeth Schepke
- 1Sahlgrenska Cancer Center, Department of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg
- 2Department of Pediatrics, Sahlgrenska University Hospital, Gothenburg
| | - Magnus Tisell
- 3Department of Neurosurgery, Sahlgrenska University Hospital and
- 4Institute of Neuroscience and Physiology, Department of Neuroscience, Sahlgrenska Academy, University of Gothenburg, Sweden
| | - Colin Kennedy
- 5University of Southampton Faculty of Medicine and University Hospital Southampton National Health Service Foundation Trust, Southampton, United Kingdom
| | - Stephanie Puget
- 6Département de Neurochirurgie Pédiatrique, Hôpital Necker-Enfants Malades, Université, Paris, France
| | - Paolo Ferroli
- 7Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Mathilde Chevignard
- 8Rehabilitation Department for Children with Acquired Neurological Injury, Saint Maurice Hospitals, Saint Maurice
- 9Laboratoire d'Imagerie Biomédicale and
- 10GRC 24 HaMCRe, Sorbonne Université, Paris
| | - François Doz
- 11SIREDO Cancer Center (Care, Innovation & Research, in Childhood, Adolescent and Young-Adult Oncology), Institut Curie Paris
- 12Department of Pediatrics, University Paris Descartes, Paris, France
| | - Barry Pizer
- 13Department of Oncology, Alder Hey Children's NHS Foundation Trust, Liverpool, United Kingdom
| | - Stefan Rutkowski
- 14Department of Pediatric Hematology and Oncology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Maura Massimino
- 15Fondazione Istituto di Ricovero e Cura a Carattere Scientifico IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | - Edward Schwalbe
- 17Wolfson Childhood Cancer Research Centre, Northern Institute for Cancer Research, Newcastle University, Newcastle-upon-Tyne
- 18Department of Applied Sciences, Northumbria University, Newcastle-upon-Tyne, United Kingdom
| | - Debbie Hicks
- 17Wolfson Childhood Cancer Research Centre, Northern Institute for Cancer Research, Newcastle University, Newcastle-upon-Tyne
| | - Steven C Clifford
- 17Wolfson Childhood Cancer Research Centre, Northern Institute for Cancer Research, Newcastle University, Newcastle-upon-Tyne
| | - Torsten Pietsch
- 19Institute of Neuropathology, DGNN Brain Tumour Reference Center, University of Bonn, Germany; and
| | - Birgitta Lannering
- 20Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Germany
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Hartley H, Carter B, Bunn L, Pizer B, Lane S, Kumar R, Cassidy E. E-Survey of Current International Physiotherapy Practice for Children with Ataxia Following Surgical Resection of Posterior Fossa Tumour. J Rehabil Med Clin Commun 2019; 2:1000020. [PMID: 33884121 PMCID: PMC8008714 DOI: 10.2340/20030711-1000020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 09/25/2019] [Indexed: 11/16/2022]
Abstract
Objective To determine current international practice regarding physiotherapy input for children with ataxia following surgery for posterior fossa tumour. Design: An e-survey covering the following domains: participant demographics, treatment/ intervention, virtual training, intensity/timing of treatment, and aims and outcomes of physiotherapy management. Participants Physiotherapists involved in the management of children with ataxia following surgical resection of posterior fossa tumour. Participants were contacted via 6 key groups; Paediatric Oncology Physiotherapy Network (POPs), Association of Paediatric Chartered Physiotherapists (APCP), European Paediatric Neurology Society (EPNS), International Society of Paediatric Oncology (SIOP)-Europe Brain Tumour Group, Posterior Fossa Society (PFS), and Pediatric Oncology Special Interest Group (SIG) (American Physical Therapy Association). Results A total of 96 physiotherapists participated: UK (n =53), rest of Europe (n = 23), USA/ Canada (n = 10), and Australia/NZ (n = 10). The most common physiotherapy interventions used were balance exercises, gait re-education and proximal control activities. The most frequently used adjuncts to treatment were mobility aids and orthotics. Challenges reported regarding physiotherapy treatment were: reduced availability of physiotherapy input following discharge from the acute setting, lack of evidence, impact of adjuvant oncology treatment, and psychosocial impact. Conclusion This e-survey provides an initial scoping review of international physiotherapy practice in this area. It establishes a foundation for future research on improving rehabilitation of ataxia in this population.
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Affiliation(s)
- Helen Hartley
- Physiotherapy Department, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Bernie Carter
- Children's Nursing, Edge Hill University, Ormskirk, UK
| | - Lisa Bunn
- School of Health Professions, University of Plymouth, Plymouth, UK
| | - Barry Pizer
- Oncology Department, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Steven Lane
- Department of Biostatistics, University of Liverpool, Liverpool, UK
| | - Ram Kumar
- Department of Neurology, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Elizabeth Cassidy
- Department of Physiotherapy, LUNEX International University of Sport, Exercise and Health, Differdange, Luxemburg
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Grist J, Withey S, MacPherson L, Oates A, Stephen Powell M, Novak J, Abernethy L, Pizer B, Grundy R, Bailey S, Mitra D, Arvantis T, Auer D, Avula S, Peet A. Utilising functional imaging to predict survival in paediatric brain tumours. Neuro Oncol 2019. [DOI: 10.1093/neuonc/noz167.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Introduction
Brain tumours are a common cause of death in the paediatric population. We have previously shown that MR imaging and spectroscopy can be used to non-invasively differentiate between tumour types. Here, we demonstrate that functional imaging can be highly predictive of survival and grade in a paediatric cohort.
Methods
Perfusion (PWI) and diffusion weighted imaging (DWI) were performed in a multi-site (Birmingham Children’s Hospital, Royal Victoria Infirmary, Alder Hey, Nottingham) cohort ([grade, 5-year survival alive:dead number] = [I,15:1],[II, 5:1],[III,2:3],[IV,8:11]). ROIs were drawn on T2 imaging and functional imaging features (mean, standard deviation, skewness, and kurtosis) were derived. Supervised machine learning was used to predict 5-year survival and tumour grade from features. ANOVA and post-hoc tests were used to assess differences in features between grade and 5-year survival status.
Results
5-year survival was predicted with 89%, 85%, and 87% accuracy with all imaging, perfusion, or diffusion features, respectively.
A significant difference in perfusion was found between surviving and diseased participants (1.71 ± 0.82 vs 2.62 ± 1 mL/100g/min, respectively, p < 0.05). A significant difference in ADC (mm2 s-1) between tumour grades was found (1 vs 4 (1533 ± 458 vs 857 ± 239), 4 vs 3 (857 ± 239 vs 1197 ± 137), 4 vs 2 (857 ± 239 vs 1440 ± 557), corrected p < 0.05).
Conclusion
We have shown that perfusion and diffusion imaging features can be used to non-invasively assess tumour grade and estimate 5-year survival status in a cohort of paediatric brain tumours.
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Affiliation(s)
- James Grist
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Stephanie Withey
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom
- Oncology, Birmingham Women’s and Children’s NHS foundation trust, Birmingham, United Kingdom
- RRPPS, University Hospitals Birmingham NHS foundation trust, Birmingham, United Kingdom
| | - Lesley MacPherson
- Radiology, Birmingham Women’s and Children’s NHS foundation trust, Birmingham, United Kingdom
| | - Adam Oates
- Radiology, Birmingham Women’s and Children’s NHS foundation trust, Birmingham, United Kingdom
| | - Mr Stephen Powell
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Jan Novak
- Oncology, Birmingham Women’s and Children’s NHS foundation trust, Birmingham, United Kingdom
- Department of Psychology, School of Life and Health sciences, Aston University, Birmingham, United Kingdom
| | - Laurence Abernethy
- Radiology, Alder Hey Children’s NHS foundation trust, Liverpool, United Kingdom
| | - Barry Pizer
- Oncology, Alder Hey Children’s NHS foundation trust, Liverpool, United Kingdom
| | - Richard Grundy
- The Children’s Brain Tumour Research Centre, University of Nottingham, Nottingham, United Kingdom
| | - Simon Bailey
- Sir James Spence Institute of Child Health, Royal Victoria Infirmary, Newcastle upon Tyne, United Kingdom
| | - Dipayan Mitra
- Neuroradiology, Royal Victoria Infirmary, Newcastle upon Tyne, United Kingdom
| | - Theodoros Arvantis
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom
- Oncology, Birmingham Women’s and Children’s NHS foundation trust, Birmingham, United Kingdom
- Institute of Digital Healthcare, WMG, University of Warwick, Coventry, United Kingdom
| | - Dorothee Auer
- Sir Peter Mansfield Imaging Centre, University of Nottingham Biomedical Research Centre, Nottingham, United Kingdom
- NIHR Nottingham Biomedical Research Centre, Nottingham, United Kingdom
| | - Shivaram Avula
- Radiology, Alder Hey Children’s NHS foundation trust, Liverpool, United Kingdom
| | - Andrew Peet
- Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, United Kingdom
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