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Mahmoodi A, Nili H, Harbison C, Hamilton S, Trudel N, Bang D, Rushworth MFS. Causal role of a neural system for separating and selecting multidimensional social cognitive information. Neuron 2023; 111:1152-1164.e6. [PMID: 36681075 PMCID: PMC10914676 DOI: 10.1016/j.neuron.2022.12.030] [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: 09/27/2022] [Revised: 11/24/2022] [Accepted: 12/23/2022] [Indexed: 01/22/2023]
Abstract
People are multi-faceted, typically good at some things but bad at others, and a critical aspect of social judgement is the ability to focus on those traits relevant for the task at hand. However, it remains unknown how the brain supports such context-dependent social judgement. Here, we examine how people represent multidimensional individuals, and how the brain extracts relevant information and filters out irrelevant information when comparing individuals within a specific dimension. Using human fMRI, we identify distinct neural representations in dorsomedial prefrontal cortex (dmPFC) and anterior insula (AI) supporting separation and selection of information for context-dependent social judgement. Causal evaluation using non-invasive brain stimulation shows that AI disruption alters the impact of relevant information on social comparison, whereas dmPFC disruption only affects the impact of irrelevant information. This neural circuit is distinct from the one supporting integration across, as opposed to separation of, different features of a multidimensional cognitive space.
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Affiliation(s)
- Ali Mahmoodi
- Wellcome Centre for Integrative Neuroimaging, Department of Experimental Psychology, University of Oxford, Oxford, UK.
| | - Hamed Nili
- Wellcome Centre for Integrative Neuroimaging, Department of Experimental Psychology, University of Oxford, Oxford, UK; Department of Excellence for Neural Information Processing, Center for Molecular Neurobiology (ZMNH), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - Caroline Harbison
- Wellcome Centre for Integrative Neuroimaging, Department of Experimental Psychology, University of Oxford, Oxford, UK
| | - Sorcha Hamilton
- Wellcome Centre for Integrative Neuroimaging, Department of Experimental Psychology, University of Oxford, Oxford, UK
| | - Nadescha Trudel
- Wellcome Centre for Integrative Neuroimaging, Department of Experimental Psychology, University of Oxford, Oxford, UK; Max Planck UCL Centre for Computational Psychiatry and Ageing Research, London, UK; Wellcome Centre for Human Neuroimaging, University College London, Oxford, UK
| | - Dan Bang
- Wellcome Centre for Human Neuroimaging, University College London, Oxford, UK; Department of Experimental Psychology, University of Oxford, Oxford, UK; Center of Functionally Integrative Neuroscience, Aarhus University, Aarhus, Denmark
| | - Matthew F S Rushworth
- Wellcome Centre for Integrative Neuroimaging, Department of Experimental Psychology, University of Oxford, Oxford, UK
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Karakizlis H, Trudel N, Brose A, Reinisch A, Reichert M, Hecker A, Bender F, Askevold I, Rainer L, Weimer R, Krombach GA, Padberg W, Liese J. Sarcopenia of kidney transplant recipients as a predictive marker for reduced graft function and graft survival after kidney transplantation. Langenbecks Arch Surg 2023; 408:103. [PMID: 36826595 PMCID: PMC9958183 DOI: 10.1007/s00423-023-02836-1] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 02/13/2023] [Indexed: 02/25/2023]
Abstract
PURPOSE The association between sarcopenia of kidney transplant recipients and outcome after kidney transplantation (KT) has not yet been fully understood and is still considered controversial. The aim of our study was to analyze the impact of pre-transplant sarcopenia on graft function, postoperative complication rates, and survival of the patients after renal transplantation. METHODS In this retrospective single-center study, all patients who underwent KT (01/2013-12/2017) were included. Demographic data, rejection rates, delayed graft function, and graft and patient survival rates were analyzed. Sarcopenia was measured in computed tomography images by the sex-adjusted Hounsfield unit average calculation (HUAC). RESULTS During the study period, 111 single KTs (38 women and 73 men) were performed. Living donor kidney transplants were performed in 48.6%. In total, 32.4% patients had sarcopenia. Sarcopenic patients were significantly older (59.6 years vs. 49.8 years; p < 0.001), had a higher body mass index (BMI = 27.6 kg/m2 vs. 25.0 kg/m2; p = 0.002), and were more likely to receive deceased donor kidneys (72.2% vs. 41.3%; p = 0.002). Interestingly, 3 years after KT, the creatinine serum levels were significantly higher (2.0 mg/dl vs. 1.5 mg/dl; p = 0.001), whereas eGFR (39.9 ml/min vs. 53.4 ml/min; p = 0.001) and graft survival were significantly lower (p = 0.004) in sarcopenic transplant recipients. Sarcopenic patients stayed in hospital significantly longer postoperatively than those who were non-sarcopenic. CONCLUSIONS At the time of kidney transplantation, sarcopenia was found to predict reduced long-term graft function and diminished graft survival after KT. The early identification of sarcopenic patients can not only enable an optimized selection of recipients, but also the initiation of pre-habilitation programs during the waiting period.
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Affiliation(s)
- H Karakizlis
- Department of Internal Medicine II, Division of Nephrology and Renal Transplantation, Justus-Liebig-University of Giessen, Giessen, Germany
| | - N Trudel
- Department of General, Visceral and Thoracic Surgery, Justus-Liebig-University of Giessen, Rudolf-Buchheim-Str. 7, Giessen, Germany
- Department of Diagnostic and Interventional Radiology, Marienhospital Stuttgart, Stuttgart, Germany
| | - A Brose
- Department of Radiology, Justus-Liebig-University of Giessen, Giessen, Germany
| | - A Reinisch
- Department of General, Visceral and Oncologic Surgery, Hospital and Clinics Wetzlar, Teaching Hospital of the Justus-Liebig-University Giessen, Wetzlar, Germany
| | - M Reichert
- Department of General, Visceral and Thoracic Surgery, Justus-Liebig-University of Giessen, Rudolf-Buchheim-Str. 7, Giessen, Germany
| | - A Hecker
- Department of General, Visceral and Thoracic Surgery, Justus-Liebig-University of Giessen, Rudolf-Buchheim-Str. 7, Giessen, Germany
| | - F Bender
- Department of General, Visceral and Thoracic Surgery, Justus-Liebig-University of Giessen, Rudolf-Buchheim-Str. 7, Giessen, Germany
| | - I Askevold
- Department of General, Visceral and Thoracic Surgery, Justus-Liebig-University of Giessen, Rudolf-Buchheim-Str. 7, Giessen, Germany
| | - L Rainer
- Department of Internal Medicine II, Division of Nephrology and Renal Transplantation, Justus-Liebig-University of Giessen, Giessen, Germany
| | - R Weimer
- Department of Internal Medicine II, Division of Nephrology and Renal Transplantation, Justus-Liebig-University of Giessen, Giessen, Germany
| | - G A Krombach
- Department of Radiology, Justus-Liebig-University of Giessen, Giessen, Germany
| | - W Padberg
- Department of General, Visceral and Thoracic Surgery, Justus-Liebig-University of Giessen, Rudolf-Buchheim-Str. 7, Giessen, Germany
| | - J Liese
- Department of General, Visceral and Thoracic Surgery, Justus-Liebig-University of Giessen, Rudolf-Buchheim-Str. 7, Giessen, Germany.
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Trudel N, Lockwood PL, Rushworth MFS, Wittmann MK. Neural activity tracking identity and confidence in social information. eLife 2023; 12:71315. [PMID: 36763582 PMCID: PMC9917428 DOI: 10.7554/elife.71315] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 12/15/2022] [Indexed: 02/11/2023] Open
Abstract
Humans learn about the environment either directly by interacting with it or indirectly by seeking information about it from social sources such as conspecifics. The degree of confidence in the information obtained through either route should determine the impact that it has on adapting and changing behaviour. We examined whether and how behavioural and neural computations differ during non-social learning as opposed to learning from social sources. Trial-wise confidence judgements about non-social and social information sources offered a window into this learning process. Despite matching exactly the statistical features of social and non-social conditions, confidence judgements were more accurate and less changeable when they were made about social as opposed to non-social information sources. In addition to subjective reports of confidence, differences were also apparent in the Bayesian estimates of participants' subjective beliefs. Univariate activity in dorsomedial prefrontal cortex and posterior temporoparietal junction more closely tracked confidence about social as opposed to non-social information sources. In addition, the multivariate patterns of activity in the same areas encoded identities of social information sources compared to non-social information sources.
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Affiliation(s)
- Nadescha Trudel
- Wellcome Centre of Integrative Neuroimaging (WIN), Department of Experimental Psychology, University of OxfordOxfordUnited Kingdom
- Wellcome Centre for Human Neuroimaging, University College LondonLondonUnited Kingdom
- Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College LondonLondonUnited Kingdom
| | - Patricia L Lockwood
- Centre for Human Brain Health, School of Psychology, University of BirminghamBirminghamUnited Kingdom
- Institute for Mental Health, School of Psychology, University of BirminghamBirminghamUnited Kingdom
- Centre for Developmental Science, School of Psychology, University of BirminghamBirminghamUnited Kingdom
| | - Matthew FS Rushworth
- Wellcome Centre of Integrative Neuroimaging (WIN), Department of Experimental Psychology, University of OxfordOxfordUnited Kingdom
- Wellcome Centre of Integrative Neuroimaging (WIN), Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neurosciences, John Radcliffe Hospital, University of OxfordOxfordUnited Kingdom
| | - Marco K Wittmann
- Wellcome Centre of Integrative Neuroimaging (WIN), Department of Experimental Psychology, University of OxfordOxfordUnited Kingdom
- Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College LondonLondonUnited Kingdom
- Department of Experimental Psychology, University College LondonLondonUnited Kingdom
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Wittmann MK, Trudel N, Trier HA, Klein-Flügge MC, Sel A, Verhagen L, Rushworth MFS. Causal manipulation of self-other mergence in the dorsomedial prefrontal cortex. Neuron 2021; 109:2353-2361.e11. [PMID: 34171289 PMCID: PMC8326319 DOI: 10.1016/j.neuron.2021.05.027] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [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: 11/08/2020] [Revised: 03/30/2021] [Accepted: 05/19/2021] [Indexed: 11/15/2022]
Abstract
To navigate social environments, people must simultaneously hold representations about their own and others’ abilities. During self-other mergence, people estimate others’ abilities not only on the basis of the others’ past performance, but the estimates are also influenced by their own performance. For example, if we perform well, we overestimate the abilities of those with whom we are co-operating and underestimate competitors. Self-other mergence is associated with specific activity patterns in the dorsomedial prefrontal cortex (dmPFC). Using a combination of non-invasive brain stimulation, functional magnetic resonance imaging, and computational modeling, we show that dmPFC neurostimulation silences these neural signatures of self-other mergence in relation to estimation of others’ abilities. In consequence, self-other mergence behavior increases, and our assessments of our own performance are projected increasingly onto other people. This suggests an inherent tendency to form interdependent social representations and a causal role of the dmPFC in separating self and other representations. During self-other mergence (SOM), people confuse one’s own with another’s performance Brain stimulation over dorsomedial prefrontal cortex (dmPFC) alters neural SOM Brain stimulation over dmPFC simultaneously alters behavioral SOM This suggests a causal role of dmPFC in separating self and other representations
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Affiliation(s)
- Marco K Wittmann
- Wellcome Centre for Integrative Neuroimaging (WIN), Department of Experimental Psychology, Tinsley Building, University of Oxford, Mansfield Road, Oxford OX1 3TA, UK.
| | - Nadescha Trudel
- Wellcome Centre for Integrative Neuroimaging (WIN), Department of Experimental Psychology, Tinsley Building, University of Oxford, Mansfield Road, Oxford OX1 3TA, UK
| | - Hailey A Trier
- Wellcome Centre for Integrative Neuroimaging (WIN), Department of Experimental Psychology, Tinsley Building, University of Oxford, Mansfield Road, Oxford OX1 3TA, UK
| | - Miriam C Klein-Flügge
- Wellcome Centre for Integrative Neuroimaging (WIN), Department of Experimental Psychology, Tinsley Building, University of Oxford, Mansfield Road, Oxford OX1 3TA, UK
| | - Alejandra Sel
- Wellcome Centre for Integrative Neuroimaging (WIN), Department of Experimental Psychology, Tinsley Building, University of Oxford, Mansfield Road, Oxford OX1 3TA, UK; Centre for Brain Science, Department of Psychology, University of Essex, Wivenhoe Park, Colchester CO4 3SQ, UK
| | - Lennart Verhagen
- Wellcome Centre for Integrative Neuroimaging (WIN), Department of Experimental Psychology, Tinsley Building, University of Oxford, Mansfield Road, Oxford OX1 3TA, UK; Donders Institute for Brain, Cognition, and Behaviour, Radboud University, Nijmegen, the Netherlands
| | - Matthew F S Rushworth
- Wellcome Centre for Integrative Neuroimaging (WIN), Department of Experimental Psychology, Tinsley Building, University of Oxford, Mansfield Road, Oxford OX1 3TA, UK
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Miyamoto K, Trudel N, Kamermans K, Lim MC, Lazari A, Verhagen L, Wittmann MK, Rushworth MFS. Identification and disruption of a neural mechanism for accumulating prospective metacognitive information prior to decision-making. Neuron 2021; 109:1396-1408.e7. [PMID: 33730554 PMCID: PMC8063717 DOI: 10.1016/j.neuron.2021.02.024] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 01/13/2021] [Accepted: 02/19/2021] [Indexed: 12/11/2022]
Abstract
More than one type of probability must be considered when making decisions. It is as necessary to know one's chance of performing choices correctly as it is to know the chances that desired outcomes will follow choices. We refer to these two choice contingencies as internal and external probability. Neural activity across many frontal and parietal areas reflected internal and external probabilities in a similar manner during decision-making. However, neural recording and manipulation approaches suggest that one area, the anterior lateral prefrontal cortex (alPFC), is highly specialized for making prospective, metacognitive judgments on the basis of internal probability; it is essential for knowing which decisions to tackle, given its assessment of how well they will be performed. Its activity predicted prospective metacognitive judgments, and individual variation in activity predicted individual variation in metacognitive judgments. Its disruption altered metacognitive judgments, leading participants to tackle perceptual decisions they were likely to fail.
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Affiliation(s)
- Kentaro Miyamoto
- Wellcome Centre for Integrative Neuroimaging (WIN), Department of Experimental Psychology, Tinsley Building, University of Oxford, Mansfield Road, Oxford OX1 3TA, UK.
| | - Nadescha Trudel
- Wellcome Centre for Integrative Neuroimaging (WIN), Department of Experimental Psychology, Tinsley Building, University of Oxford, Mansfield Road, Oxford OX1 3TA, UK
| | - Kevin Kamermans
- Wellcome Centre for Integrative Neuroimaging (WIN), Department of Experimental Psychology, Tinsley Building, University of Oxford, Mansfield Road, Oxford OX1 3TA, UK
| | - Michele C Lim
- Wellcome Centre for Integrative Neuroimaging (WIN), Department of Experimental Psychology, Tinsley Building, University of Oxford, Mansfield Road, Oxford OX1 3TA, UK
| | - Alberto Lazari
- Wellcome Centre for Integrative Neuroimaging (WIN), FMRIB, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford OX3 9DU, UK
| | - Lennart Verhagen
- Wellcome Centre for Integrative Neuroimaging (WIN), Department of Experimental Psychology, Tinsley Building, University of Oxford, Mansfield Road, Oxford OX1 3TA, UK
| | - Marco K Wittmann
- Wellcome Centre for Integrative Neuroimaging (WIN), Department of Experimental Psychology, Tinsley Building, University of Oxford, Mansfield Road, Oxford OX1 3TA, UK
| | - Matthew F S Rushworth
- Wellcome Centre for Integrative Neuroimaging (WIN), Department of Experimental Psychology, Tinsley Building, University of Oxford, Mansfield Road, Oxford OX1 3TA, UK
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Trudel N, Scholl J, Klein-Flügge MC, Fouragnan E, Tankelevitch L, Wittmann MK, Rushworth MFS. Polarity of uncertainty representation during exploration and exploitation in ventromedial prefrontal cortex. Nat Hum Behav 2020; 5:83-98. [PMID: 32868885 DOI: 10.1038/s41562-020-0929-3] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Accepted: 07/17/2020] [Indexed: 11/09/2022]
Abstract
Environments furnish multiple information sources for making predictions about future events. Here we use behavioural modelling and functional magnetic resonance imaging to describe how humans select predictors that might be most relevant. First, during early encounters with potential predictors, participants' selections were explorative and directed towards subjectively uncertain predictors (positive uncertainty effect). This was particularly the case when many future opportunities remained to exploit knowledge gained. Then, preferences for accurate predictors increased over time, while uncertain predictors were avoided (negative uncertainty effect). The behavioural transition from positive to negative uncertainty-driven selections was accompanied by changes in the representations of belief uncertainty in ventromedial prefrontal cortex (vmPFC). The polarity of uncertainty representations (positive or negative encoding of uncertainty) changed between exploration and exploitation periods. Moreover, the two periods were separated by a third transitional period in which beliefs about predictors' accuracy predominated. The vmPFC signals a multiplicity of decision variables, the strength and polarity of which vary with behavioural context.
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Affiliation(s)
- Nadescha Trudel
- Wellcome Integrative Neuroimaging (WIN), Department of Experimental Psychology, University of Oxford, Oxford, UK.
| | - Jacqueline Scholl
- Wellcome Integrative Neuroimaging (WIN), Department of Experimental Psychology, University of Oxford, Oxford, UK
| | - Miriam C Klein-Flügge
- Wellcome Integrative Neuroimaging (WIN), Department of Experimental Psychology, University of Oxford, Oxford, UK
| | - Elsa Fouragnan
- Wellcome Integrative Neuroimaging (WIN), Department of Experimental Psychology, University of Oxford, Oxford, UK.,School of Psychology, University of Plymouth, Plymouth, UK
| | - Lev Tankelevitch
- Wellcome Integrative Neuroimaging (WIN), Department of Experimental Psychology, University of Oxford, Oxford, UK
| | - Marco K Wittmann
- Wellcome Integrative Neuroimaging (WIN), Department of Experimental Psychology, University of Oxford, Oxford, UK
| | - Matthew F S Rushworth
- Wellcome Integrative Neuroimaging (WIN), Department of Experimental Psychology, University of Oxford, Oxford, UK
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Trudel N, Mörs F, Hlawitschka M, Wirz D, Lichti M, Bajohr S, Graf F, Bart HJ, Kolb T. Ressourceneffiziente Methanolsynthese im Blasensäulenreaktor. CHEM-ING-TECH 2018. [DOI: 10.1002/cite.201855025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- N. Trudel
- KIT, Engler-Bunte-Institut; Bereich ceb; Engler-Bunte-Ring 1 7 76131 Karlsruhe Deutschland
| | - F. Mörs
- DVGW-Forschungsstelle am Engler-Bunte-Institut des KIT; Richard-Willstätter-Allee 5 76131 Karlsruhe Deutschland
| | - M. W. Hlawitschka
- TU Kaiserslautern; Lehrstuhl für Thermische Verfahrenstechnik; Gottlieb-Daimler-Straße 44 67663 Kaiserslautern Deutschland
| | - D. Wirz
- TU Kaiserslautern; Lehrstuhl für Thermische Verfahrenstechnik; Gottlieb-Daimler-Straße 44 67663 Kaiserslautern Deutschland
| | - M. Lichti
- TU Kaiserslautern; Lehrstuhl für Thermische Verfahrenstechnik; Gottlieb-Daimler-Straße 44 67663 Kaiserslautern Deutschland
| | - S. Bajohr
- KIT, Engler-Bunte-Institut; Bereich ceb; Engler-Bunte-Ring 1 7 76131 Karlsruhe Deutschland
| | - F. Graf
- DVGW-Forschungsstelle am Engler-Bunte-Institut des KIT; Richard-Willstätter-Allee 5 76131 Karlsruhe Deutschland
| | - H.-J. Bart
- TU Kaiserslautern; Lehrstuhl für Thermische Verfahrenstechnik; Gottlieb-Daimler-Straße 44 67663 Kaiserslautern Deutschland
| | - T. Kolb
- KIT, Engler-Bunte-Institut; Bereich ceb; Engler-Bunte-Ring 1 7 76131 Karlsruhe Deutschland
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Montpetit A, Larose J, Boily G, Langlois S, Trudel N, Sinnett D. Mutational and expression analysis of the chromosome 12p candidate tumor suppressor genes in pre-B acute lymphoblastic leukemia. Leukemia 2004; 18:1499-504. [PMID: 15284860 DOI: 10.1038/sj.leu.2403441] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Allelic losses on chromosome 12p12-13 are associated with childhood acute lymphoblastic leukemia (ALL) and several solid neoplasias, suggesting the presence of a tumor suppressor locus. The recent construction of a transcription map of this locus has enabled the identification of eight genes, of which five were previously known: ETV6, BCL-G, LRP6, MKP-7, and CDKN1B. The three other candidate genes, LOH12CR1, LOH12CR2, and LOH12CR3, have no known functions. To evaluate whether one (or more) of the candidate genes is the actual target of the 12p12-13 deletions, we examined the genomics and the expression status of these genes in ALL patients. Although we found nine DNA variants in these genes, no inactivating mutations were found in the leukemia cells of patients with 12p hemizygous deletions. Expression analysis revealed that most 12p hemizygously deleted samples also carried a t(12;21) translocation, of which none expressed ETV6 from the nontranslocated allele. Furthermore, we observed one case of t(12;21) without deletion of ETV6, in which the expression of this gene was greatly reduced, indicating a different mechanism of inactivation. None of the other genes showed a significant decrease in expression, suggesting that ETV6 is indeed the target of deletions in ALL patients.
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MESH Headings
- Child
- Child, Preschool
- Chromosomes, Human, Pair 12
- Chromosomes, Human, Pair 21
- DNA, Neoplasm/genetics
- Female
- Gene Deletion
- Genes, Tumor Suppressor/physiology
- Humans
- Infant
- Infant, Newborn
- Male
- Mutation/genetics
- Polymerase Chain Reaction
- Polymorphism, Single-Stranded Conformational
- Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/genetics
- Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics
- RNA, Neoplasm/analysis
- Translocation, Genetic
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Affiliation(s)
- A Montpetit
- Division of Hematology-Oncology, Research Center, Sainte-Justine Hospital, Montreal, Canada
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