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Seghier ML, Price CJ. Interpreting and Utilising Intersubject Variability in Brain Function. Trends Cogn Sci 2018; 22:517-530. [PMID: 29609894 PMCID: PMC5962820 DOI: 10.1016/j.tics.2018.03.003] [Citation(s) in RCA: 143] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Revised: 01/30/2018] [Accepted: 03/07/2018] [Indexed: 11/30/2022]
Abstract
We consider between-subject variance in brain function as data rather than noise. We describe variability as a natural output of a noisy plastic system (the brain) where each subject embodies a particular parameterisation of that system. In this context, variability becomes an opportunity to: (i) better characterise typical versus atypical brain functions; (ii) reveal the different cognitive strategies and processing networks that can sustain similar tasks; and (iii) predict recovery capacity after brain damage by taking into account both damaged and spared processing pathways. This has many ramifications for understanding individual learning preferences and explaining the wide differences in human abilities and disabilities. Understanding variability boosts the translational potential of neuroimaging findings, in particular in clinical and educational neuroscience.
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Affiliation(s)
- Mohamed L Seghier
- Cognitive Neuroimaging Unit, Emirates College for Advanced Education, PO Box 126662, Abu Dhabi, United Arab Emirates.
| | - Cathy J Price
- Wellcome Centre for Human Neuroimaging, University College London, Institute of Neurology, WC1N 3BG, London, UK.
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Hagleitner MM, Coenen MJH, Patino-Garcia A, de Bont ESJM, Gonzalez-Neira A, Vos HI, van Leeuwen FN, Gelderblom H, Hoogerbrugge PM, Guchelaar HJ, te Loo MWM. Influence of genetic variants in TPMT and COMT associated with cisplatin induced hearing loss in patients with cancer: two new cohorts and a meta-analysis reveal significant heterogeneity between cohorts. PLoS One 2014; 9:e115869. [PMID: 25551397 PMCID: PMC4281251 DOI: 10.1371/journal.pone.0115869] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2014] [Accepted: 12/02/2014] [Indexed: 11/19/2022] Open
Abstract
Treatment with cisplatin-containing chemotherapy regimens causes hearing loss in 40–60% of cancer patients. It has been suggested that genetic variants in the genes encoding thiopurine S-methyltransferase (TPMT) and catechol O-methyltransferase (COMT) can predict the development of cisplatin-induced ototoxicity and may explain interindividual variability in sensitivity to cisplatin-induced hearing loss. Two recently published studies however, sought to validate these findings and showed inconsistent results. The aim of this study was to evaluate the role of polymorphisms in the TPMT and COMT genes in cisplatin-induced ototoxicity. Therefore we investigated two independent cohorts of 110 Dutch and 38 Spanish patients with osteosarcoma and performed a meta-analysis including all previously published studies resulting in a total population of 664 patients with cancer. With this largest meta-analysis performed to date, we show that the influence of TPMT and COMT on the development of cisplatin-induced hearing loss may be less important than previously suggested.
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Affiliation(s)
- Melanie M. Hagleitner
- Department of Pediatric Hematology and Oncology, Radboud University Medical Center, Nijmegen, The Netherlands
- * E-mail:
| | - Marieke J. H. Coenen
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Ana Patino-Garcia
- Department of Pediatrics, University of Navarra and University Clinic, Pamplona, Spain
| | - Eveline S. J. M. de Bont
- Department of Pediatric Hematology and Oncology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Anna Gonzalez-Neira
- Human Genotyping Unit-CeGen, Spanish National Cancer Research Center, Madrid, Spain
| | - Hanneke I. Vos
- Department of Pediatric Hematology and Oncology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Frank N. van Leeuwen
- Department of Pediatric Hematology and Oncology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Hans Gelderblom
- Department of Clinical Oncology, Leiden University Medical Center, Leiden, The Netherlands
| | - Peter M. Hoogerbrugge
- Department of Pediatric Hematology and Oncology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Henk-Jan Guchelaar
- Department of Clinical Pharmacy & Toxicology, Leiden University Medical Center, Leiden, The Netherlands
| | - Maroeska W. M. te Loo
- Department of Pediatric Hematology and Oncology, Radboud University Medical Center, Nijmegen, The Netherlands
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Skoe E, Krizman J, Spitzer E, Kraus N. The auditory brainstem is a barometer of rapid auditory learning. Neuroscience 2013; 243:104-14. [DOI: 10.1016/j.neuroscience.2013.03.009] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2012] [Revised: 03/11/2013] [Accepted: 03/12/2013] [Indexed: 10/27/2022]
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Craddock RC, Jbabdi S, Yan CG, Vogelstein J, Castellanos FX, Di Martino A, Kelly C, Heberlein K, Colcombe S, Milham MP. Imaging human connectomes at the macroscale. Nat Methods 2013; 10:524-39. [PMID: 23722212 PMCID: PMC4096321 DOI: 10.1038/nmeth.2482] [Citation(s) in RCA: 325] [Impact Index Per Article: 29.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2013] [Accepted: 04/22/2013] [Indexed: 02/04/2023]
Abstract
At macroscopic scales, the human connectome comprises anatomically distinct brain areas, the structural pathways connecting them and their functional interactions. Annotation of phenotypic associations with variation in the connectome and cataloging of neurophenotypes promise to transform our understanding of the human brain. In this Review, we provide a survey of magnetic resonance imaging–based measurements of functional and structural connectivity. We highlight emerging areas of development and inquiry and emphasize the importance of integrating structural and functional perspectives on brain architecture.
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Affiliation(s)
- R. Cameron Craddock
- Center for the Developing Brain, Child Mind Institute, New York, NY
- Nathan Kline Institute for Psychiatric Research, Orangeburg, NY
| | - Saad Jbabdi
- FMRIB Centre, University of Oxford, Oxford, United Kingdom
| | - Chao-Gan Yan
- Center for the Developing Brain, Child Mind Institute, New York, NY
- Nathan Kline Institute for Psychiatric Research, Orangeburg, NY
- The Phyllis Green and Randolph Cowen Institute for Pediatric Neuroscience, New York University Child Study Center, New York, NY
| | - Joshua Vogelstein
- Center for the Developing Brain, Child Mind Institute, New York, NY
- Department of Statistical Science, Duke University, Durham, NC
- Institute for Brain Sciences, Duke University, Durham, NC
- Institute for Data Intensive Engineering and Sciences, John Hopkins University, Baltimore, MD
| | - F. Xavier Castellanos
- Nathan Kline Institute for Psychiatric Research, Orangeburg, NY
- The Phyllis Green and Randolph Cowen Institute for Pediatric Neuroscience, New York University Child Study Center, New York, NY
| | - Adriana Di Martino
- The Phyllis Green and Randolph Cowen Institute for Pediatric Neuroscience, New York University Child Study Center, New York, NY
| | - Clare Kelly
- The Phyllis Green and Randolph Cowen Institute for Pediatric Neuroscience, New York University Child Study Center, New York, NY
| | | | - Stan Colcombe
- Nathan Kline Institute for Psychiatric Research, Orangeburg, NY
| | - Michael P. Milham
- Center for the Developing Brain, Child Mind Institute, New York, NY
- Nathan Kline Institute for Psychiatric Research, Orangeburg, NY
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