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Constant-Varlet C, Nakai T, Prado J. Intergenerational transmission of brain structure and function in humans: a narrative review of designs, methods, and findings. Brain Struct Funct 2024:10.1007/s00429-024-02804-5. [PMID: 38710874 DOI: 10.1007/s00429-024-02804-5] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 04/23/2024] [Indexed: 05/08/2024]
Abstract
Children often show cognitive and affective traits that are similar to their parents. Although this indicates a transmission of phenotypes from parents to children, little is known about the neural underpinnings of that transmission. Here, we provide a general overview of neuroimaging studies that explore the similarity between parents and children in terms of brain structure and function. We notably discuss the aims, designs, and methods of these so-called intergenerational neuroimaging studies, focusing on two main designs: the parent-child design and the multigenerational design. For each design, we also summarize the major findings, identify the sources of variability between studies, and highlight some limitations and future directions. We argue that the lack of consensus in defining the parent-child transmission of brain structure and function leads to measurement heterogeneity, which is a challenge for future studies. Additionally, multigenerational studies often use measures of family resemblance to estimate the proportion of variance attributed to genetic versus environmental factors, though this estimate is likely inflated given the frequent lack of control for shared environment. Nonetheless, intergenerational neuroimaging studies may still have both clinical and theoretical relevance, not because they currently inform about the etiology of neuromarkers, but rather because they may help identify neuromarkers and test hypotheses about neuromarkers coming from more standard neuroimaging designs.
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Affiliation(s)
- Charlotte Constant-Varlet
- Centre de Recherche en Neurosciences de Lyon (CRNL), INSERM U1028 - CNRS UMR5292, Université de Lyon, Bron, France.
| | - Tomoya Nakai
- Centre de Recherche en Neurosciences de Lyon (CRNL), INSERM U1028 - CNRS UMR5292, Université de Lyon, Bron, France
- Araya Inc., Tokyo, Japan
| | - Jérôme Prado
- Centre de Recherche en Neurosciences de Lyon (CRNL), INSERM U1028 - CNRS UMR5292, Université de Lyon, Bron, France.
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2
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Prado J, Knops A. Spatial attention in mental arithmetic: A literature review and meta-analysis. Psychon Bull Rev 2024:10.3758/s13423-024-02499-z. [PMID: 38565841 DOI: 10.3758/s13423-024-02499-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] [Accepted: 03/06/2024] [Indexed: 04/04/2024]
Abstract
We review the evidence for the conceptual association between arithmetic and space and quantify the effect size in meta-analyses. We focus on three effects: (a) the operational momentum effect (OME), which has been defined as participants' tendency to overestimate results of addition problems and underestimate results of subtraction problems; (b) the arithmetic cueing effect, in which arithmetic problems serve as spatial cues in target detection or temporal order judgment tasks; and (c) the associations between arithmetic and space observed with eye- and hand-tracking studies. The OME was consistently found in paradigms that provided the participants with numerical response alternatives. The OME shows a large effect size, driven by an underestimation during subtraction while addition was unbiased. In contrast, paradigms in which participants indicated their estimate by transcoding their final estimate to a spatial reference frame revealed no consistent OME. Arithmetic cueing studies show a reliable small to medium effect size, driven by a rightward bias for addition. Finally, eye- and hand-tracking studies point to replicable associations between arithmetic and eye or hand movements. To account for the complexity of the observed pattern, we introduce the Adaptive Pathways in Mental Arithmetic (APiMA) framework. The model accommodates central notions of numerical and arithmetic processing and helps identifying which pathway a given paradigm operates on. It proposes that the divergence between OME and arithmetic cueing studies comes from the predominant use of non-symbolic versus symbolic stimuli, respectively. Overall, our review and findings clearly support an association between arithmetic and spatial processing.
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Affiliation(s)
- Jérôme Prado
- Centre de Recherche en Neurosciences de Lyon (CRNL), INSERM U1028 - CNRS UMR5292, Université de Lyon, Lyon, France
| | - André Knops
- Université Paris Cité, LaPsyDÉ, CNRS, F-75005, Paris, France.
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3
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Petit N, Noveck I, Baltazar M, Prado J. Assessing Theory of Mind in Children: A Tablet-Based Adaptation of a Classic Picture Sequencing Task. Child Psychiatry Hum Dev 2024:10.1007/s10578-023-01648-0. [PMID: 38168718 DOI: 10.1007/s10578-023-01648-0] [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] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/28/2023] [Indexed: 01/05/2024]
Abstract
Correctly assessing children's theory of mind (TOM) is essential to clinical practice. Yet, most tasks heavily rely on language, which is an obstacle for several populations. Langdon and Coltheart's (Cognition 71(1):43-71, 1999) Picture Sequencing Task (PST), developed for research purposes, avoids this limitation through a minimally-verbal procedure. We thus developed a tablet adaptation of this task for individual application, engaging children's motivation and allowing response times collection. To assess this tablet-PST, we first tested a large sample of neurotypical children (6-11 years-old, N = 248), whose results confirmed the task's structural and content validity, and permitted the construction of three standardized clinical indices. In a second experiment, we applied those to previously diagnosed autistic children (N = 23), who were expected to show atypical TOM performance. Children's outcomes were consistent with what was hypothesized and confirmed the task's external validity and moderate clinical sensitivity. The tablet-PST thus appears as a suitable tool, providing detailed profiles to inform clinical decisions.
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Affiliation(s)
- Nicolas Petit
- Le Vinatier Psychiatrie Universitaire, Lyon Métropole, France.
- Centre de Recherche en Neurosciences de Lyon (CRNL), Lyon, France.
| | - Ira Noveck
- Laboratoire de Linguistique Formelle (LLF), Paris, France
| | - Matias Baltazar
- Le Vinatier Psychiatrie Universitaire, Lyon Métropole, France
| | - Jérôme Prado
- Centre de Recherche en Neurosciences de Lyon (CRNL), Lyon, France
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4
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Díaz-Barriga Yáñez A, Longo L, Chesnokova H, Poletti C, Thevenot C, Prado J. Neural evidence for procedural automatization during cognitive development: Intraparietal response to changes in very-small addition problem-size increases with age. Dev Cogn Neurosci 2023; 64:101310. [PMID: 37806070 PMCID: PMC10570710 DOI: 10.1016/j.dcn.2023.101310] [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] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Revised: 07/28/2023] [Accepted: 10/02/2023] [Indexed: 10/10/2023] Open
Abstract
Cognitive development is often thought to depend on qualitative changes in problem-solving strategies, with early developing algorithmic procedures (e.g., counting when adding numbers) considered being replaced by retrieval of associations (e.g., between operands and answers of addition problems) in adults. However, algorithmic procedures might also become automatized with practice. In a large cross-sectional fMRI study from age 8 to adulthood (n = 128), we evaluate this hypothesis by measuring neural changes associated with age-related reductions in a behavioral hallmark of mental addition, the problem-size effect (an increase in solving time as problem sum increases). We found that age-related decreases in problem-size effect were paralleled by age-related increases of activity in a region of the intraparietal sulcus that already supported the problem-size effect in 8- to 9-year-olds, at an age the effect is at least partly due to explicit counting. This developmental effect, which was also observed in the basal ganglia and prefrontal cortex, was restricted to problems with operands ≤ 4. These findings are consistent with a model positing that very-small arithmetic problems-and not larger problems-might rely on an automatization of counting procedures rather than a shift towards retrieval, and suggest a neural automatization of procedural knowledge during cognitive development.
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Affiliation(s)
- Andrea Díaz-Barriga Yáñez
- Centre de Recherche en Neurosciences de Lyon (CRNL), INSERM U1028 - CNRS UMR5292, Université de Lyon, France
| | - Léa Longo
- Centre de Recherche en Neurosciences de Lyon (CRNL), INSERM U1028 - CNRS UMR5292, Université de Lyon, France
| | - Hanna Chesnokova
- Centre de Recherche en Neurosciences de Lyon (CRNL), INSERM U1028 - CNRS UMR5292, Université de Lyon, France
| | - Céline Poletti
- Institut de Psychologie, Université de Lausanne, Switzerland
| | | | - Jérôme Prado
- Centre de Recherche en Neurosciences de Lyon (CRNL), INSERM U1028 - CNRS UMR5292, Université de Lyon, France.
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Poletti C, Díaz-Barriga Yáñez A, Prado J, Thevenot C. The development of simple addition problem solving in children: Reliance on automatized counting or memory retrieval depends on both expertise and problem size. J Exp Child Psychol 2023; 234:105710. [PMID: 37285761 DOI: 10.1016/j.jecp.2023.105710] [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] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Revised: 04/05/2023] [Accepted: 05/11/2023] [Indexed: 06/09/2023]
Abstract
In an experiment, 98 children aged 8 to 9, 10 to 12, and 13 to 15 years solved addition problems with a sum up to 10. In another experiment, the same children solved the same calculations within a sign priming paradigm where half the additions were displayed with the "+" sign 150 ms before the addends. Therefore, size effects and priming effects could be considered conjointly within the same populations. Our analyses revealed that small problems, constructed with addends from 1 to 4, presented a linear increase of solution times as a function of problem sums (i.e., size effect) in all age groups. However, an operator priming effect (i.e., facilitation of the solving process with the anticipated presentation of the "+" sign) was observed only in the group of oldest children. These results support the idea that children use a counting procedure that becomes automatized (as revealed by the priming effect) around 13 years of age. For larger problems and whatever the age group, no size or priming effects were observed, suggesting that the answers to these problems were already retrieved from memory at 8 to 9 years of age. For this specific category of large problems, negative slopes in solution times demonstrate that retrieval starts from the largest problems during development. These results are discussed in light of a horse race model in which procedures can win over retrieval.
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Affiliation(s)
- Céline Poletti
- Institut de Psychologie, Université de Lausanne, CH-1015 Lausanne, Switzerland
| | - Andrea Díaz-Barriga Yáñez
- Lyon Neuroscience Research Center (CRNL), INSERM U1028-CNRS UMR5292, University of Lyon, 69675 Bron Cedex, France
| | - Jérôme Prado
- Lyon Neuroscience Research Center (CRNL), INSERM U1028-CNRS UMR5292, University of Lyon, 69675 Bron Cedex, France.
| | - Catherine Thevenot
- Institut de Psychologie, Université de Lausanne, CH-1015 Lausanne, Switzerland.
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Tricoche L, Meunier M, Hassen S, Prado J, Pélisson D. Developmental Trajectory of Anticipation: Insights from Sequential Comparative Judgments. Behav Sci (Basel) 2023; 13:646. [PMID: 37622787 PMCID: PMC10451546 DOI: 10.3390/bs13080646] [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: 04/24/2023] [Revised: 07/24/2023] [Accepted: 08/01/2023] [Indexed: 08/26/2023] Open
Abstract
Reaction time (RT) is a critical measure of performance, and studying its distribution at the group or individual level provides useful information on the cognitive processes or strategies used to perform a task. In a previous study measuring RT in children and adults asked to compare two successive stimuli (quantities or words), we discovered that the group RT distribution was bimodal, with some subjects responding with a mean RT of around 1100 ms and others with a mean RT of around 500 ms. This bimodal distribution suggested two distinct response strategies, one reactive, the other anticipatory. In the present study, we tested whether subjects' segregation into fast and slow responders (1) extended to other sequential comparative judgments (2) evolved from age 8 to adulthood, (3) could be linked to anticipation as assessed using computer modeling (4) stemmed from individual-specific strategies amenable to instruction. To test the first three predictions, we conducted a distributional and theoretical analysis of the RT of 158 subjects tested earlier using four different sequential comparative judgment tasks (numerosity, phonological, multiplication, subtraction). Group RT distributions were bimodal in all tasks, with the two strategies differing in speed and sometimes accuracy too. The fast strategy, which was rare or absent in 8- to 9-year-olds, steadily increased through childhood. Its frequency in adolescence remained, however, lower than in adulthood. A mixture model confirmed this developmental evolution, while a diffusion model corroborated the idea that the difference between the two strategies concerns anticipatory processes preceding decision processes. To test the fourth prediction, we conducted an online experiment where 236 participants made numerosity comparisons before and after an instruction favoring either reactive or anticipatory responses. The results provide out-of-the-lab evidence of the bimodal RT distribution associated with sequential comparisons and demonstrated that the proportions of fast vs. slow responders can be modulated simply by asking subjects to anticipate or not the future result of the comparison. Although anticipation of the future is as important for cognition as memory of the past, its evolution after the first year of life is much more poorly known. The present study is a step toward meeting this challenge. It also illustrates how analyzing individual RT distributions in addition to group RT distributions and using computational models can improve the assessment of decision making cognitive processes.
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Affiliation(s)
- Leslie Tricoche
- IMPACT Team, Lyon Neuroscience Research Center, University Lyon, UCBL, UJM, INSERM, CNRS, U1028, UMR5292, F-69000 Lyon, France; (M.M.); (S.H.); (D.P.)
| | - Martine Meunier
- IMPACT Team, Lyon Neuroscience Research Center, University Lyon, UCBL, UJM, INSERM, CNRS, U1028, UMR5292, F-69000 Lyon, France; (M.M.); (S.H.); (D.P.)
| | - Sirine Hassen
- IMPACT Team, Lyon Neuroscience Research Center, University Lyon, UCBL, UJM, INSERM, CNRS, U1028, UMR5292, F-69000 Lyon, France; (M.M.); (S.H.); (D.P.)
| | - Jérôme Prado
- EDUWELL Team, Lyon Neuroscience Research Center, University Lyon, UCBL, UJM, INSERM, CNRS, U1028, UMR5292, F-69000 Lyon, France;
| | - Denis Pélisson
- IMPACT Team, Lyon Neuroscience Research Center, University Lyon, UCBL, UJM, INSERM, CNRS, U1028, UMR5292, F-69000 Lyon, France; (M.M.); (S.H.); (D.P.)
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7
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Tricoche L, Pélisson D, Longo L, Koun E, Poisson A, Prado J, Meunier M. Task-independent neural bases of peer presence effect on cognition in children and adults. Neuroimage 2023; 277:120247. [PMID: 37385049 DOI: 10.1016/j.neuroimage.2023.120247] [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: 04/29/2023] [Revised: 06/19/2023] [Accepted: 06/22/2023] [Indexed: 07/01/2023] Open
Abstract
There is ample behavioral evidence that others' mere presence can affect any behavior in human and non-human animals, generally facilitating the expression of mastered responses while impairing the acquisition of novel ones. Much less is known about i) how the brain orchestrates the modulation of such a wide array of behaviors by others' presence and ii) when these neural underpinnings mature during development. To address these issues, fMRI data were collected in children and adults alternately observed and unobserved by a familiar peer. Subjects performed a numerosity comparison task and a phonological comparison task. While the former involves number-processing brain areas, the latter involves language-processing areas. Consistent with previous behavioral findings, adults' and children's performance improved in both tasks when observed by a peer. Across all participants, task-specific brain regions showed no reliable change in activity under peer observation. Rather, we found task-independent changes in domain-general brain regions typically involved in mentalizing, reward, and attention. Bayesian analyses singled out the attention network as the exception to the close child-adult resemblance of peer observation neural substrates. These findings suggest that i) social facilitation of some human education-related skills is primarily orchestrated by domain-general brain networks, rather than by task-selective substrates, and ii) apart from attention, peer presence neural processing is largely mature in children.
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Affiliation(s)
- Leslie Tricoche
- IMPACT team, Lyon Neuroscience Research Center, INSERM, U1028; CNRS, UMR5292; University Lyon, F-69000, France
| | - Denis Pélisson
- IMPACT team, Lyon Neuroscience Research Center, INSERM, U1028; CNRS, UMR5292; University Lyon, F-69000, France
| | - Léa Longo
- EDUWELL team, Lyon Neuroscience Research Center, INSERM, U1028; CNRS, UMR5292; University Lyon, F-69000, France
| | - Eric Koun
- IMPACT team, Lyon Neuroscience Research Center, INSERM, U1028; CNRS, UMR5292; University Lyon, F-69000, France
| | - Alice Poisson
- Unité des pathologies du sommeil et équipe de recherche AESIO Santé unité de Saint Etienne, Clinique médico chirurgicale mutualiste, Saint Etienne, France
| | - Jérôme Prado
- EDUWELL team, Lyon Neuroscience Research Center, INSERM, U1028; CNRS, UMR5292; University Lyon, F-69000, France.
| | - Martine Meunier
- IMPACT team, Lyon Neuroscience Research Center, INSERM, U1028; CNRS, UMR5292; University Lyon, F-69000, France.
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8
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Nakai T, Girard C, Longo L, Chesnokova H, Prado J. Cortical representations of numbers and nonsymbolic quantities expand and segregate in children from 5 to 8 years of age. PLoS Biol 2023; 21:e3001935. [PMID: 36603025 PMCID: PMC9815645 DOI: 10.1371/journal.pbio.3001935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 11/30/2022] [Indexed: 01/06/2023] Open
Abstract
Number symbols, such as Arabic numerals, are cultural inventions that have transformed human mathematical skills. Although their acquisition is at the core of early elementary education in children, it remains unknown how the neural representations of numerals emerge during that period. It is also unclear whether these relate to an ontogenetically earlier sense of approximate quantity. Here, we used multivariate fMRI adaptation coupled with within- and between-format machine learning to probe the cortical representations of Arabic numerals and approximate nonsymbolic quantity in 89 children either at the beginning (age 5) or four years into formal education (age 8). Although the cortical representations of both numerals and nonsymbolic quantities expanded from age 5 to age 8, these representations also segregated with learning and development. Specifically, a format-independent neural representation of quantity was found in the right parietal cortex, but only for 5-year-olds. These results are consistent with the so-called symbolic estrangement hypothesis, which argues that the relation between symbolic and nonsymbolic quantity weakens with exposure to formal mathematics in children.
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Affiliation(s)
- Tomoya Nakai
- Lyon Neuroscience Research Center (CRNL), INSERM U1028—CNRS UMR5292, University of Lyon, Bron, France
- * E-mail: (TN); (JP)
| | - Cléa Girard
- Lyon Neuroscience Research Center (CRNL), INSERM U1028—CNRS UMR5292, University of Lyon, Bron, France
| | - Léa Longo
- Lyon Neuroscience Research Center (CRNL), INSERM U1028—CNRS UMR5292, University of Lyon, Bron, France
| | - Hanna Chesnokova
- Lyon Neuroscience Research Center (CRNL), INSERM U1028—CNRS UMR5292, University of Lyon, Bron, France
| | - Jérôme Prado
- Lyon Neuroscience Research Center (CRNL), INSERM U1028—CNRS UMR5292, University of Lyon, Bron, France
- * E-mail: (TN); (JP)
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9
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Suárez-Pellicioni M, Prado J, Booth JR. Neurocognitive mechanisms underlying multiplication and subtraction performance in adults and skill development in children: a scoping review. Curr Opin Behav Sci 2022. [DOI: 10.1016/j.cobeha.2022.101228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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10
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Girard C, Prado J. Prior home learning environment is associated with adaptation to homeschooling during COVID lockdown. Heliyon 2022; 8:e09294. [PMID: 35464713 PMCID: PMC9017091 DOI: 10.1016/j.heliyon.2022.e09294] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [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] [Received: 08/05/2021] [Revised: 01/09/2022] [Accepted: 04/13/2022] [Indexed: 12/04/2022] Open
Abstract
The COVID-19 crisis in 2020 led to exceptional measures to contain the spread of the virus. In France as in many countries around the world, the government ordered a lockdown with school closure for several weeks. A growing number of studies suggest that family socio-economic status might be an important predictor of how families adapted to homeschooling during lockdown. However, socio-economic status is a distal factor that does not necessarily inform on the specific characteristics of the home learning environment that may more directly influence parental adaptation to homeschooling during lockdown. Here we aimed to examine how parental adaptation to homeschooling during lockdown was influenced by prior parental attitudes and expectations towards academic learning, as well as prior familiarity with literacy and numeracy activities at home. The present study involves 52 families who participated in a study about the home learning environment in 2018. At that time, parents completed an extensive questionnaire assessing their beliefs and attitudes towards academic learning and the frequency of literacy and numeracy activities are home. At the end of the first 2020 French lockdown, we again asked the same parents to complete a questionnaire, this time assessing homeschooling conditions during lockdown as well as parental confidence towards academic domains. Over and above a range of background variables, correlation analyses revealed that parental expectations towards academic learning as well as frequency of prior shared activities were related to daily homeschooling time during lockdown. Both parental attitudes and expectations towards numeracy and literacy were also related to parental confidence in homeschooling. Our results suggest that several aspects of the home learning environment may have influenced how families adapted to homeschooling during the 2020 COVID lockdown.
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Girard C, Bastelica T, Léone J, Epinat-Duclos J, Longo L, Prado J. Nurturing the Mathematical Brain: Home Numeracy Practices Are Associated With Children's Neural Responses to Arabic Numerals. Psychol Sci 2022; 33:196-211. [PMID: 35108141 DOI: 10.1177/09567976211034498] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Disparities in home numeracy environments contribute to variations in children's mathematical skills. However, the neural mechanisms underlying the relation between home numeracy experiences and mathematical learning are unknown. Here, parents of 66 eight-year-olds completed a questionnaire assessing the frequency of home numeracy practices. Neural adaptation to the repetition of Arabic numerals and words was measured in children using functional MRI (n = 50) to assess how sensitive the brain is to the presentation of numerical and nonnumerical information. Disparities in home numeracy practices were related to differences in digit (but not word) processing in a region of the left intraparietal sulcus (IPS) that was also related to children's arithmetic fluency. Furthermore, digit-related processing in the IPS influenced the relation between home numeracy practices and arithmetic fluency. Results were consistent with a model hypothesizing that home numeracy practices may affect children's mathematical skills by modulating the IPS response to symbolic numerical information.
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Affiliation(s)
- Cléa Girard
- Centre de Recherche en Neurosciences de Lyon (CRNL), France; Institut National de la Santé et de la Recherche Médicale (INSERM), Lyon, France; Centre Nationale de la Recherche Scientifique (CNRS), Lyon, France; and Université de Lyon
| | - Thomas Bastelica
- Centre de Recherche en Neurosciences de Lyon (CRNL), France; Institut National de la Santé et de la Recherche Médicale (INSERM), Lyon, France; Centre Nationale de la Recherche Scientifique (CNRS), Lyon, France; and Université de Lyon
| | - Jessica Léone
- Centre de Recherche en Neurosciences de Lyon (CRNL), France; Institut National de la Santé et de la Recherche Médicale (INSERM), Lyon, France; Centre Nationale de la Recherche Scientifique (CNRS), Lyon, France; and Université de Lyon
| | - Justine Epinat-Duclos
- Centre de Recherche en Neurosciences de Lyon (CRNL), France; Institut National de la Santé et de la Recherche Médicale (INSERM), Lyon, France; Centre Nationale de la Recherche Scientifique (CNRS), Lyon, France; and Université de Lyon
| | - Léa Longo
- Centre de Recherche en Neurosciences de Lyon (CRNL), France; Institut National de la Santé et de la Recherche Médicale (INSERM), Lyon, France; Centre Nationale de la Recherche Scientifique (CNRS), Lyon, France; and Université de Lyon
| | - Jérôme Prado
- Centre de Recherche en Neurosciences de Lyon (CRNL), France; Institut National de la Santé et de la Recherche Médicale (INSERM), Lyon, France; Centre Nationale de la Recherche Scientifique (CNRS), Lyon, France; and Université de Lyon
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12
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Girard C, Bastelica T, Léone J, Epinat-Duclos J, Longo L, Prado J. Nurturing the reading brain: home literacy practices are associated with children's neural response to printed words through vocabulary skills. NPJ Sci Learn 2021; 6:34. [PMID: 34862413 PMCID: PMC8642429 DOI: 10.1038/s41539-021-00112-9] [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] [Figures] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 10/29/2021] [Indexed: 06/13/2023]
Abstract
Previous studies indicate that children are exposed to different literacy experiences at home. Although these disparities have been shown to affect children's literacy skills, it remains unclear whether and how home literacy practices influence brain activity underlying word-level reading. In the present study, we asked parents of French children from various socioeconomic backgrounds (n = 66; 8.46 ± 0.36 years, range 7.52-9.22; 20 girls) to report the frequency of home literacy practices. Neural adaptation to the repetition of printed words was then measured using functional magnetic resonance imaging (fMRI) in a subset of these children (n = 44; 8.49 ± 0.33 years, range 8.02-9.14; 13 girls), thereby assessing how sensitive was the brain to the repeated presentation of these words. We found that more frequent home literacy practices were associated with enhanced word adaptation in the left posterior inferior frontal sulcus (r = 0.32). We also found that the frequency of home literacy practices was associated with children's vocabulary skill (r = 0.25), which itself influenced the relation between home literacy practices and neural adaptation to words. Finally, none of these effects were observed in a digit adaptation task, highlighting their specificity to word recognition. These findings are consistent with a model positing that home literacy experiences may improve children's vocabulary skill, which in turn may influence the neural mechanisms supporting word-level reading.
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Affiliation(s)
- Cléa Girard
- Lyon Neuroscience Research Center (CRNL), INSERM U1028 - CNRS UMR5292, University of Lyon, 69500, Bron, France.
| | - Thomas Bastelica
- Lyon Neuroscience Research Center (CRNL), INSERM U1028 - CNRS UMR5292, University of Lyon, 69500, Bron, France
| | - Jessica Léone
- Lyon Neuroscience Research Center (CRNL), INSERM U1028 - CNRS UMR5292, University of Lyon, 69500, Bron, France
| | - Justine Epinat-Duclos
- Lyon Neuroscience Research Center (CRNL), INSERM U1028 - CNRS UMR5292, University of Lyon, 69500, Bron, France
| | - Léa Longo
- Lyon Neuroscience Research Center (CRNL), INSERM U1028 - CNRS UMR5292, University of Lyon, 69500, Bron, France
| | - Jérôme Prado
- Lyon Neuroscience Research Center (CRNL), INSERM U1028 - CNRS UMR5292, University of Lyon, 69500, Bron, France.
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13
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Girard C, Bastelica T, Léone J, Epinat-Duclos J, Longo L, Prado J. The relation between home numeracy practices and a variety of math skills in elementary school children. PLoS One 2021; 16:e0255400. [PMID: 34543301 PMCID: PMC8452026 DOI: 10.1371/journal.pone.0255400] [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] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 07/16/2021] [Indexed: 12/01/2022] Open
Abstract
A growing number of studies suggest that the frequency of numeracy experiences that parents provide at home may relate to children's mathematical development. However, the relation between home numeracy practices and children's numerical skills is complex and might depend upon both the type and difficulty of activities, as well as the type of math skills. Studies have also argued that this relation may be driven by factors that are not systematically controlled for in the literature, including socio-economic status (SES), parental math skills and children's IQ. Finally, as most prior studies have focused on preschoolers, it remains unclear to what extent there remains a relation between the home numeracy environment and math skills when children are in elementary school. In the present study, we tested an extensive range of math skills in 66 8-year-olds, including non-symbolic quantity processing, symbolic number understanding, transcoding, counting, and mental arithmetic. We also asked parents to complete a questionnaire about their SES, academic expectations, academic attitudes, and the numeracy practices that they provide at home. Finally, we measured their arithmetic fluency as a proxy for parental math skills. Over and above differences in socio-economic status, parental arithmetic fluency, child's IQ, and time spent with the child, we found a positive relation between the frequency of formal numeracy practices that were at or above grade level and two separate measures of mental arithmetic. We further found that the frequency of these advanced formal numeracy practices was related to parents' academic expectations. Therefore, our study shows that home numeracy experiences predict arithmetic skills in elementary school children, but only when those activities are formal and sufficiently challenging for children.
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Affiliation(s)
- Cléa Girard
- Lyon Neuroscience Research Center (CRNL), Experiential Neuroscience and Mental Training Team, INSERM U1028—CNRS UMR5292, University of Lyon, Lyon, France
| | - Thomas Bastelica
- Lyon Neuroscience Research Center (CRNL), Experiential Neuroscience and Mental Training Team, INSERM U1028—CNRS UMR5292, University of Lyon, Lyon, France
| | - Jessica Léone
- Lyon Neuroscience Research Center (CRNL), Experiential Neuroscience and Mental Training Team, INSERM U1028—CNRS UMR5292, University of Lyon, Lyon, France
| | - Justine Epinat-Duclos
- Lyon Neuroscience Research Center (CRNL), Experiential Neuroscience and Mental Training Team, INSERM U1028—CNRS UMR5292, University of Lyon, Lyon, France
| | - Léa Longo
- Lyon Neuroscience Research Center (CRNL), Experiential Neuroscience and Mental Training Team, INSERM U1028—CNRS UMR5292, University of Lyon, Lyon, France
| | - Jérôme Prado
- Lyon Neuroscience Research Center (CRNL), Experiential Neuroscience and Mental Training Team, INSERM U1028—CNRS UMR5292, University of Lyon, Lyon, France
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Demir-Lira ÖE, Prado J, Booth JR. Neurocognitive basis of deductive reasoning in children varies with parental education. Hum Brain Mapp 2021; 42:3396-3410. [PMID: 33978281 PMCID: PMC8249891 DOI: 10.1002/hbm.25441] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Revised: 03/02/2021] [Accepted: 03/04/2021] [Indexed: 11/16/2022] Open
Abstract
The neurocognitive basis of elementary academic skills varies with parental socioeconomic status (SES). Little is known, however, about SES‐related differences underlying higher‐order cognitive skills that are critical for school success, such as reasoning. Here we used fMRI to examine how the neurocognitive basis of deductive reasoning varies as a function of parental education in school‐aged children. Higher parental education was associated with greater reliance on the left inferior frontal gyrus when solving set‐inclusion problems, consistent with other work suggesting that these problems might more heavily rely on verbal systems in the brain. In addition, children who are at the lower end of the parental education continuum, but have higher nonverbal skills relied on right parietal areas to a greater degree than their peers for solving set‐inclusion problems. Finally, lower parental education children with higher verbal or nonverbal skill engaged dorsolateral prefrontal regions to a greater degree for set‐inclusion and linear‐order relations than their peers. These findings suggest that children with lower parental education rely on spatial and cognitive control mechanisms to achieve parity with their peers with parents who have more education. Better understanding variability in the neurocognitive networks that children recruit as a function of their parental factors might benefit future individualized interventions that best match children's characteristics.
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Affiliation(s)
- Ö Ece Demir-Lira
- Department of Psychological and Brain Sciences, University of Iowa, Iowa City, Iowa, USA.,DeLTA Center, University of Iowa, Iowa City, Iowa, USA.,Iowa Neuroscience Institute, University of Iowa, Iowa City, Iowa, USA
| | - Jérôme Prado
- Lyon Neuroscience Research Center (CRNL), Experiential Neuroscience and Mental Training Team, INSERM U1028 - CNRS UMR5292, University of Lyon, Lyon, France
| | - James R Booth
- Department of Psychology and Human Development, Vanderbilt University, Nashville, Tennessee, USA
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15
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Courtier P, Gardes ML, Van der Henst JB, Noveck IA, Croset MC, Epinat-Duclos J, Léone J, Prado J. Effects of Montessori Education on the Academic, Cognitive, and Social Development of Disadvantaged Preschoolers: A Randomized Controlled Study in the French Public-School System. Child Dev 2021; 92:2069-2088. [PMID: 33932226 PMCID: PMC8518750 DOI: 10.1111/cdev.13575] [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] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Previous research on Montessori preschool education is inconsistent and prone to analytic flexibility. In this preregistered study, disadvantaged preschoolers in a French public school were randomly assigned to either conventional or Montessori classrooms, with the latter being adapted to French public education. Adaptations included fewer materials, shorter work periods, and relatively limited Montessori teacher training. Cross‐sectional analyses in kindergarten (N = 176; Mage = 5–6) and longitudinal analyses over the 3 years of preschool (N = 70; Mage = 3–6) showed that the adapted Montessori curriculum was associated with outcomes comparable to the conventional curriculum on math, executive functions, and social skills. However, disadvantaged kindergarteners from Montessori classrooms outperformed their peers on reading (d = 0.68). This performance was comparable to that of advantaged children from an accredited Montessori preschool.
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Poletti C, Perez JF, Houillon JC, Prado J, Thevenot C. Priming effects of arithmetic signs in 10- to 15-year-old children. Br J Dev Psychol 2021; 39:380-392. [PMID: 33428288 DOI: 10.1111/bjdp.12363] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 09/30/2020] [Indexed: 11/26/2022]
Abstract
In this research, 10- to 12- and 13- to 15-year-old children were presented with very simple addition and multiplication problems involving operands from 1 to 4. Critically, the arithmetic sign was presented before the operands in half of the trials, whereas it was presented at the same time as the operands in the other half. Our results indicate that presenting the 'x' sign before the operands of a multiplication problem does not speed up the solving process, irrespective of the age of children. In contrast, presenting the '+' sign before the operands of an addition problem facilitates the solving process, but only in 13 to 15-year-old children. Such priming effects of the arithmetic sign have been previously interpreted as the result of a pre-activation of an automated counting procedure, which can be applied as soon as the operands are presented. Therefore, our results echo previous conclusions of the literature that simple additions but not multiplications can be solved by fast counting procedures. More importantly, we show here that these procedures are possibly convoked automatically by children after the age of 13 years. At a more theoretical level, our results do not support the theory that simple additions are solved through retrieval of the answers from long-term memory by experts. Rather, the development of expertise for mental addition would consist in an acceleration of procedures until automatization.
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Affiliation(s)
- Céline Poletti
- SSP, Institute of Psychology, University of Lausanne, Switzerland
| | | | | | - Jérôme Prado
- Lyon Neuroscience Research Center (CRNL), INSERM U1028 - CNRS UMR5292, University of Lyon, France
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Prado J, Léone J, Epinat-Duclos J, Trouche E, Mercier H. The neural bases of argumentative reasoning. Brain Lang 2020; 208:104827. [PMID: 32590183 DOI: 10.1016/j.bandl.2020.104827] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2019] [Revised: 04/17/2020] [Accepted: 06/04/2020] [Indexed: 06/11/2023]
Abstract
Most reasoning tasks used in behavioral and neuroimaging studies are abstract, triggering slow, effortful processes. By contrast, most of everyday life reasoning is fast and effortless, as when we exchange arguments in conversation. Recent behavioral studies have shown that reasoning tasks with the same underlying logic can be solved much more easily if they are embedded in an argumentative context. In the present article, we study the neural bases of this type of everyday, argumentative reasoning. Such reasoning is both a social and a metarepresentational process, suggesting it should share some mechanisms, and thus some neural bases, with other social, metarepresentational process such as pragmatics, metacognition, or theory of mind. To isolate the neural bases of argumentative reasoning, we measured fMRI activity of participants who read the same statement presented either as the conclusion of an argument, or as an assertion. We found that conclusions of arguments, compared to assertions, were associated with greater activity in a region of the medial prefrontal cortex that was identified in quantitative meta-analyses of studies on theory of mind. This study shows that it is possible to use more ecologically valid tasks to study the neural bases of reasoning, and that using such tasks might point to different neural bases than those observed with the more abstract and artificial tasks typically used in the neuroscience of reasoning. Specifically, we speculate that reasoning in an argumentative context might rely on mechanisms supporting metarepresentational processes in the medial prefrontal cortex.
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Affiliation(s)
- Jérôme Prado
- Lyon Neuroscience Research Center (CRNL), Experiential Neuroscience and Mental Training Team (EDUWELL), INSERM U1028 - CNRS UMR5292, University of Lyon, Lyon, France; Marc Jeannerod Institute of Cognitive Science, CNRS UMR 5304, University of Lyon, Lyon, France.
| | - Jessica Léone
- Lyon Neuroscience Research Center (CRNL), Experiential Neuroscience and Mental Training Team (EDUWELL), INSERM U1028 - CNRS UMR5292, University of Lyon, Lyon, France; Marc Jeannerod Institute of Cognitive Science, CNRS UMR 5304, University of Lyon, Lyon, France
| | - Justine Epinat-Duclos
- Lyon Neuroscience Research Center (CRNL), Experiential Neuroscience and Mental Training Team (EDUWELL), INSERM U1028 - CNRS UMR5292, University of Lyon, Lyon, France; Marc Jeannerod Institute of Cognitive Science, CNRS UMR 5304, University of Lyon, Lyon, France
| | - Emmanuel Trouche
- Marc Jeannerod Institute of Cognitive Science, CNRS UMR 5304, University of Lyon, Lyon, France; University Mohammed 6 Polytechnic, Faculty of Governance, Economic and Social Sciences, Ben Guerir, Morocco
| | - Hugo Mercier
- Marc Jeannerod Institute of Cognitive Science, CNRS UMR 5304, University of Lyon, Lyon, France; Institut Jean Nicod, Département d'études cognitives, ENS, EHESS, PSL University, CNRS, Paris, France.
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Díaz‐Barriga Yáñez A, Couderc A, Longo L, Merchie A, Chesnokova H, Langlois E, Thevenot C, Prado J. Learning to run the number line: the development of attentional shifts during single‐digit arithmetic. Ann N Y Acad Sci 2020; 1477:79-90. [DOI: 10.1111/nyas.14464] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 07/10/2020] [Accepted: 07/20/2020] [Indexed: 11/28/2022]
Affiliation(s)
- Andrea Díaz‐Barriga Yáñez
- Lyon Neuroscience Research Center (CRNL), INSERM U1028 ‐ CNRS UMR5292 University of Lyon Lyon France
| | - Auriane Couderc
- Lyon Neuroscience Research Center (CRNL), INSERM U1028 ‐ CNRS UMR5292 University of Lyon Lyon France
| | - Léa Longo
- Lyon Neuroscience Research Center (CRNL), INSERM U1028 ‐ CNRS UMR5292 University of Lyon Lyon France
| | - Annabelle Merchie
- Lyon Neuroscience Research Center (CRNL), INSERM U1028 ‐ CNRS UMR5292 University of Lyon Lyon France
| | - Hanna Chesnokova
- Lyon Neuroscience Research Center (CRNL), INSERM U1028 ‐ CNRS UMR5292 University of Lyon Lyon France
| | - Emma Langlois
- Lyon Neuroscience Research Center (CRNL), INSERM U1028 ‐ CNRS UMR5292 University of Lyon Lyon France
| | | | - Jérôme Prado
- Lyon Neuroscience Research Center (CRNL), INSERM U1028 ‐ CNRS UMR5292 University of Lyon Lyon France
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Bhatia P, Delem M, Léone J, Boisin E, Cheylus A, Gardes ML, Prado J. The ratio processing system and its role in fraction understanding: Evidence from a match-to-sample task in children and adults with and without dyscalculia. Q J Exp Psychol (Hove) 2020; 73:2158-2176. [PMID: 32567513 DOI: 10.1177/1747021820940631] [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] [Indexed: 11/16/2022]
Abstract
It has been hypothesised that the human neurocognitive architecture may include a perceptual ratio processing system (RPS) that supports symbolic fraction understanding. In the present study, we aimed to provide further evidence for the existence of the RPS by exploring whether individuals with a range of math skills are indeed perceptually sensitive to non-symbolic ratio magnitudes. We also aimed to test to what extent the RPS may underlie symbolic fraction processing in those individuals. In a match-to-sample task, typical adults, elementary school children, and adults with dyscalculia were asked to match a non-symbolic ratio (i.e., target) to one of two non-symbolic ratios (i.e., the match and distractor). We found that all groups of participants were sensitive to the ratio between the match and the distractor, suggesting a common reliance on the RPS. This ratio sensitivity was also observed in another group of typical adults who had to choose which of two symbolic fractions match a non-symbolic ratio, indicating that the RPS may also contribute to symbolic fraction understanding. However, no ratio dependence was observed when participants had to choose which of two symbolic fractions match another symbolic fraction, suggesting that reliance on the RPS in symbolic fraction processing is limited and may not support exact fraction processing.
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Affiliation(s)
- Parnika Bhatia
- Lyon Neuroscience Research Center (CRNL), Experiential Neuroscience and Mental Training Team, INSERM U1028-CNRS UMR5292, University of Lyon, Lyon, France
| | - Maël Delem
- Lyon Neuroscience Research Center (CRNL), Experiential Neuroscience and Mental Training Team, INSERM U1028-CNRS UMR5292, University of Lyon, Lyon, France
| | - Jessica Léone
- Lyon Neuroscience Research Center (CRNL), Experiential Neuroscience and Mental Training Team, INSERM U1028-CNRS UMR5292, University of Lyon, Lyon, France
| | - Esther Boisin
- Lyon Neuroscience Research Center (CRNL), Experiential Neuroscience and Mental Training Team, INSERM U1028-CNRS UMR5292, University of Lyon, Lyon, France
| | - Anne Cheylus
- Lyon Neuroscience Research Center (CRNL), Experiential Neuroscience and Mental Training Team, INSERM U1028-CNRS UMR5292, University of Lyon, Lyon, France
| | - Marie-Line Gardes
- Lyon Neuroscience Research Center (CRNL), Experiential Neuroscience and Mental Training Team, INSERM U1028-CNRS UMR5292, University of Lyon, Lyon, France
| | - Jérôme Prado
- Lyon Neuroscience Research Center (CRNL), Experiential Neuroscience and Mental Training Team, INSERM U1028-CNRS UMR5292, University of Lyon, Lyon, France
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20
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Raoof R, Martin C, De Visser H, Prado J, Versteeg S, Heinemans A, Mastbergen S, Lafeber F, Eijkelkamp N. OP0083 DORSAL ROOT GANGLIA INFILTRATING MACROPHAGES MAINTAIN OSTEOARTHRITIS PAIN. Ann Rheum Dis 2020. [DOI: 10.1136/annrheumdis-2020-eular.4354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Background:Pain is a major debilitating symptom of knee osteoarthritis (OA). However, the extent of joint damage in OA does not correlate well with the severity of pain. The mechanisms that govern OA pain are poorly understood. Immune cells infiltrating nervous tissue may contribute to pain maintenance.Objectives:Here we investigated the role of macrophages in the initiation and maintenance of OA pain.Methods:Knee joint damage was induced by an unilateral injection of mono-iodoacetate (MIA) or after application of a groove at the femoral condyles of rats fed on high fat diet. Pain-like behaviors were followed over time using von Frey test and dynamic weight bearing. Joint damage was assessed by histology. Dorsal root ganglia (DRG) infiltrating immune cells were assessed over time using flow cytometry. To deplete monocytes and macrophages, Lysmcrex Csfr1-Stop-DTR were injected intrathecal or systemically with diptheria toxin (DT).Results:Intraarticular monoiodoacetate injection induced OA and signs of persistent pain, such as mechanical hyperalgesia and deficits in weight bearing. The persisting pain-like behaviors were associated with accumulation of F4/80+macrophages with an M1-like phenotype in the lumbar DRG appearing from 1 week after MIA injection, and that persisted till at least 4 weeks after MIA injection. Macrophages infiltrated DRG were also observed in the rat groove model of OA, 12 weeks after application of a groove at the femoral condyles. Systemic or local depletion of DRG macrophages during established MIA-induced OA completely ablated signs of pain, without affecting MIA-induced knee pathology. Intriguingly when monocytes/macrophages were depleted prior to induction of osteoarthritis, pain-like behaviors still developed, however these pain-like behaviors did not persist over time.In vitro,sensory neurons innervating the affected OA joint programmed macrophages into a M1 phenotype. Local repolarization of M1-like DRG macrophages towards M2 by intrathecal injection of M2 macrophages or anti-inflammatory cytokines resolved persistent OA-induced pain.Conclusion:Overall we show that macrophages infiltrate the DRG after knee damage and acquire a M1-like phenotype and maintain pain independent of the lesions in the knee joint. DRG-infiltrating macrophages are not required for induction of OA pain. Reprogramming M1-like DRG-infiltrating macrophages may represent a potential strategy to treat OA pain.Acknowledgments:This project has received funding from the European Union’s Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreements No 814244 and No 642720. Dutch Arthritis SocietyDisclosure of Interests:Ramin Raoof: None declared, Christian Martin: None declared, Huub de Visser: None declared, Judith Prado: None declared, Sabine Versteeg: None declared, Anne Heinemans: None declared, Simon Mastbergen: None declared, Floris Lafeber Shareholder of: Co-founder and shareholder of ArthroSave BV, Niels Eijkelkamp: None declared
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21
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Schwartz F, Epinat-Duclos J, Léone J, Poisson A, Prado J. Impaired neural processing of transitive relations in children with math learning difficulty. Neuroimage Clin 2018; 20:1255-1265. [PMID: 30389345 PMCID: PMC6308383 DOI: 10.1016/j.nicl.2018.10.020] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [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] [Received: 02/15/2018] [Revised: 10/05/2018] [Accepted: 10/21/2018] [Indexed: 11/24/2022]
Abstract
Math learning difficulty (i.e., MLD) is common in children and can have far-reaching consequences in personal and professional life. Converging evidence suggests that MLD is associated with impairments in the intraparietal sulcus (IPS). However, the role that these impairments play in MLD remains unclear. Although it is often assumed that IPS deficits affect core numerical abilities, the IPS is also involved in several non-numerical processes that may contribute to math skills. For instance, the IPS supports transitive reasoning (i.e., the ability to integrate relations such as A > B and B > C to infer that A > C), a skill that is central to many aspects of math learning in children. Here we measured fMRI activity of 8- to 12-year-olds with MLD and typically developing (TD) peers while they listened to stories that included transitive relations. Children also answered questions evaluating whether transitive inferences were made during story comprehension. Compared to non-transitive relations (e.g., A > B and C > D), listening to transitive relations (e.g., A > B and B > C) was associated with enhanced activity in the IPS in TD children. In children with MLD, the difference in activity between transitive and non-transitive relations in the IPS was (i) non-reliable and (ii) smaller than in TD children. Finally, children with MLD were less accurate than TD peers when making transitive inferences based on transitive relations. Thus, a deficit in the online processing of transitive relations in the IPS might contribute to math difficulties in children with MLD. Transitive reasoning is central to mathematical thinking. Transitive reasoning relies on the intra-parietal sulcus (IPS) in healthy children. Math learning difficulty (MLD) is associated with IPS impairments. Transitive reasoning is impaired in children with MLD. Transitive reasoning does not engage the IPS in children with MLD.
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Affiliation(s)
- Flora Schwartz
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5304, Centre National de la Recherche Scientifique (CNRS) & Université de Lyon, 67 Boulevard Pinel, 69675 Bron cedex, France.
| | - Justine Epinat-Duclos
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5304, Centre National de la Recherche Scientifique (CNRS) & Université de Lyon, 67 Boulevard Pinel, 69675 Bron cedex, France
| | - Jessica Léone
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5304, Centre National de la Recherche Scientifique (CNRS) & Université de Lyon, 67 Boulevard Pinel, 69675 Bron cedex, France
| | - Alice Poisson
- GénoPsy, Reference center for rare diseases with psychiatric symptoms, Centre Hospitalier le Vinatier, 69678 Bron cedex, France
| | - Jérôme Prado
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5304, Centre National de la Recherche Scientifique (CNRS) & Université de Lyon, 67 Boulevard Pinel, 69675 Bron cedex, France.
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Schwartz F, Epinat-Duclos J, Noveck I, Prado J. The neural development of pragmatic inference-making in natural discourse. Dev Sci 2018; 21:e12678. [PMID: 30028059 DOI: 10.1111/desc.12678] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2016] [Accepted: 03/19/2018] [Indexed: 12/13/2022]
Abstract
Older interlocutors are more likely than younger ones to make pragmatic inferences, that is, inferences that go beyond the linguistically encoded meaning of a sentence. Here we ask whether pragmatic development is associated with increased activity in brain structures associated with inference-making or in those associated with Theory of Mind. We employed a reading task that presents vignettes in one of two versions, one of which is expected to prompt more pragmatic processing. Both versions present a major premise containing three possibilities (e.g., Xavier is considering Thursday, Friday or Saturday for inviting his girlfriend out). In the Fully-Deductive (control) condition, the major premise is followed by two disjunction-elimination premises through two separate lines (one indicating that Saturday is not convenient and another saying that Thursday is not convenient); this is followed by a valid conclusion (e.g., "I'll reserve Friday"). In the Implicated-Premise condition, the first disjunction-elimination premise is followed by a second similar one that eliminates the same disjunction (e.g., both lines explain why Saturday is not convenient). In this condition, readers may pragmatically enrich the conclusion (i.e., "I'll reserve Friday" pragmatically implicates that Xavier is also eliminating Thursday from consideration). Reading times in Experiment 1 showed that processing the speaker's conclusion in the Implicated-Premise condition becomes increasingly more effort-demanding as readers reach adolescence. Experiment 2 showed that this developmental pattern is related to age-related increases in fMRI activity in fronto-parietal regions typically involved in inference-making processes. We found no evidence indicating age effects related to Theory of Mind areas.
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Affiliation(s)
- Flora Schwartz
- Institut des Sciences Cognitives Marc Jeannerod - UMR 5304, Centre National de la Recherche Scientifique (CNRS) and Université de Lyon, Lyon, France
| | - Justine Epinat-Duclos
- Institut des Sciences Cognitives Marc Jeannerod - UMR 5304, Centre National de la Recherche Scientifique (CNRS) and Université de Lyon, Lyon, France
| | - Ira Noveck
- Institut des Sciences Cognitives Marc Jeannerod - UMR 5304, Centre National de la Recherche Scientifique (CNRS) and Université de Lyon, Lyon, France
| | - Jérôme Prado
- Institut des Sciences Cognitives Marc Jeannerod - UMR 5304, Centre National de la Recherche Scientifique (CNRS) and Université de Lyon, Lyon, France
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Muto V, Berthomier C, Schmidt C, Vandewalle G, Jaspar M, Devillers J, Chellappa S, Meyer C, Phillips C, Berthomier P, Prado J, Benoit O, Brandewinder M, Mattout J, Maquet P. 0315 Inter- And Intra-expert Variability In Sleep Scoring: Comparison Between Visual And Automatic Analysis. Sleep 2018. [DOI: 10.1093/sleep/zsy061.314] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- V Muto
- GIGA-Cyclotron Research Centre-In vivo Imaging, University of Liège, Liège, BELGIUM
| | | | - C Schmidt
- GIGA-Cyclotron Research Centre-In vivo Imaging, University of Liège, Liège, BELGIUM
| | - G Vandewalle
- GIGA-Cyclotron Research Centre-In vivo Imaging, University of Liège, Liège, BELGIUM
| | - M Jaspar
- GIGA-Cyclotron Research Centre-In vivo Imaging, University of Liège, Liège, BELGIUM
| | - J Devillers
- GIGA-Cyclotron Research Centre-In vivo Imaging, University of Liège, Liège, BELGIUM
| | - S Chellappa
- GIGA-Cyclotron Research Centre-In vivo Imaging, University of Liège, Liège, BELGIUM
| | - C Meyer
- GIGA-Cyclotron Research Centre-In vivo Imaging, University of Liège, Liège, BELGIUM
| | - C Phillips
- GIGA-Cyclotron Research Centre-In vivo Imaging, University of Liège, Liège, BELGIUM
| | | | | | | | | | - J Mattout
- CRNL, Brain Dynamics and Cognition Team, INSERM, U 1028, UMR 5292, Bron, FRANCE
| | - P Maquet
- GIGA-Cyclotron Research Centre-In vivo Imaging, University of Liège, Liège, BELGIUM
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Gruner-Hegge N, Kella D, Padmanabhan D, Hodge D, Prado J, Aguayo R, Friedman P. 119Antiarrythmia Device use in Myotonic Dystrophy population: A Single Center Experience. Europace 2018. [DOI: 10.1093/europace/euy015.041] [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: 11/14/2022] Open
Affiliation(s)
| | - D Kella
- Mayo Clinic, Cardiology, Rochester, United States of America
| | - D Padmanabhan
- Mayo Clinic, Cardiology, Rochester, United States of America
| | - D Hodge
- Mayo Clinic, Cardiology, Rochester, United States of America
| | - J Prado
- The GRAACC Hospital, São Paulo, Brazil
| | - R Aguayo
- The GRAACC Hospital, São Paulo, Brazil
| | - P Friedman
- Mayo Clinic, Cardiology, Rochester, United States of America
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Affiliation(s)
- Kinga Morsanyi
- School of Psychology, Queen's University Belfast, Belfast, United Kingdom
| | - Jérôme Prado
- CNRS, Institut des Sciences Cognitives Marc Jeannerod, Bron, France
| | - Lindsey E. Richland
- Department of Comparative Human Development, University of Chicago, Chicago, IL, USA
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Prado J. The relationship between deductive reasoning and the syntax of language in Broca’s area: A review of the neuroimaging literature. L’Année psychologique 2018. [DOI: 10.3917/anpsy1.183.0289] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
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27
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Monfardini E, Reynaud AJ, Prado J, Meunier M. Social modulation of cognition: Lessons from rhesus macaques relevant to education. Neurosci Biobehav Rev 2017; 82:45-57. [DOI: 10.1016/j.neubiorev.2016.12.002] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Revised: 11/22/2016] [Accepted: 12/02/2016] [Indexed: 11/26/2022]
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Mathieu R, Epinat-Duclos J, Léone J, Fayol M, Thevenot C, Prado J. Hippocampal spatial mechanisms relate to the development of arithmetic symbol processing in children. Dev Cogn Neurosci 2017. [PMID: 28648549 PMCID: PMC6969119 DOI: 10.1016/j.dcn.2017.06.001] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [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: 11/27/2022] Open
Abstract
Understanding the meaning of abstract mathematical symbols is a cornerstone of arithmetic learning in children. Studies have long focused on the role of spatial intuitions in the processing of numerals. However, it has been argued that such intuitions may also underlie symbols that convey fundamental arithmetic concepts, such as arithmetic operators. In the present cross-sectional study, we used fMRI to investigate how and when associations between arithmetic operators and brain regions processing spatial information emerge in children from 3rd to 10th grade. We found that the mere perception of a ‘+’ sign elicited grade-related increases of spatial activity in the right hippocampus. That is, merely perceiving ‘+’ signs – without any operands – elicited enhanced hippocampal activity after around 7th grade (12–13 years old). In these children, hippocampal activity in response to a ‘+’ sign was further correlated with the degree to which calculation performance was facilitated by the preview of that sign before an addition problem, an effect termed operator-priming. Grade-related increases of hippocampal spatial activity were operation-specific because they were not observed with ‘×’ signs, which might evoke rote retrieval rather than numerical manipulation. Our study raises the possibility that hippocampal spatial mechanisms help build associations between some arithmetic operators and space throughout age and/or education.
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Affiliation(s)
- Romain Mathieu
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5304, Centre National de la Recherche Scientifique (CNRS) & Université de Lyon, Bron, France; Faculté de Psychologie et des Sciences de l'Education, Université de Genève, 1205 Genève, Switzerland.
| | - Justine Epinat-Duclos
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5304, Centre National de la Recherche Scientifique (CNRS) & Université de Lyon, Bron, France
| | - Jessica Léone
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5304, Centre National de la Recherche Scientifique (CNRS) & Université de Lyon, Bron, France
| | - Michel Fayol
- Université de Clermont Auvergne & CNRS, 63037 Clermont-Ferrand, France
| | - Catherine Thevenot
- Institut de Psychologie, Université de Lausanne, 1015 Lausanne, Switzerland
| | - Jérôme Prado
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5304, Centre National de la Recherche Scientifique (CNRS) & Université de Lyon, Bron, France.
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29
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Mathieu R, Epinat-Duclos J, Sigovan M, Breton A, Cheylus A, Fayol M, Thevenot C, Prado J. What's Behind a “+” Sign? Perceiving an Arithmetic Operator Recruits Brain Circuits for Spatial Orienting. Cereb Cortex 2017; 28:1673-1684. [DOI: 10.1093/cercor/bhx064] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2016] [Indexed: 11/14/2022] Open
Affiliation(s)
- Romain Mathieu
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5304, Centre National de la Recherche Scientifique (CNRS), Université Lyon 1, Bron, France
- Faculté de Psychologie et des Sciences de l'Education, Université de Genève, 1205 Genève, Switzerland
| | - Justine Epinat-Duclos
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5304, Centre National de la Recherche Scientifique (CNRS), Université Lyon 1, Bron, France
| | - Monica Sigovan
- Laboratoire CREATIS, Université Lyon 1, CNRS/INSERM, INSA-Lyon & HCL, Lyon, France
| | - Audrey Breton
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5304, Centre National de la Recherche Scientifique (CNRS), Université Lyon 1, Bron, France
| | - Anne Cheylus
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5304, Centre National de la Recherche Scientifique (CNRS), Université Lyon 1, Bron, France
| | - Michel Fayol
- Clermont II & CNRS, UFR de Psychologie, LAPSCO, Université Blaise Pascal,
63037 Clermont-Ferrand, France
| | - Catherine Thevenot
- Institut de Psychologie, Université de Lausanne, 1015 Lausanne, Switzerland
| | - Jérôme Prado
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5304, Centre National de la Recherche Scientifique (CNRS), Université Lyon 1, Bron, France
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30
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Goel V, Navarrete G, Noveck IA, Prado J. Editorial: The Reasoning Brain: The Interplay between Cognitive Neuroscience and Theories of Reasoning. Front Hum Neurosci 2017; 10:673. [PMID: 28105010 PMCID: PMC5214378 DOI: 10.3389/fnhum.2016.00673] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2016] [Accepted: 12/16/2016] [Indexed: 11/25/2022] Open
Affiliation(s)
- Vinod Goel
- Psychology Department, York University Toronto, ON, Canada
| | - Gorka Navarrete
- Center for Social and Cognitive Neuroscience, School of Psychology, Universidad Adolfo Ibáñez Santiago de Chile, Chile
| | - Ira A Noveck
- Institut des Sciences Cognitives Marc Jeannerod, Centre National de la Recherche Scientifique and Université de Lyon Bron, France
| | - Jérôme Prado
- Institut des Sciences Cognitives Marc Jeannerod, Centre National de la Recherche Scientifique and Université de Lyon Bron, France
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Abstract
Lesions of the posterior parietal cortex in humans can produce a specific disruption of visually guided hand movements termed optic ataxia. The fact that the deficit mainly occurs in peripheral vision suggests that reaching in foveal and extrafoveal vision relies on two different anatomical substrates. Using fMRI in healthy subjects, the authors demonstrated the existence of two systems, differently modulated by the two reaching conditions. Reaching in central vision involves a restricted network, including the medial intraparietal sulcus (mIPS) and the caudal part of the dorsal premotor cortex (PMd). Reaching in peripheral vision engages a more extensive network, including the parieto-occipital junction (POJ). Interestingly, POJ corresponds to the site of the lesion overlap that the authors recently found to be responsible for optic ataxia. These two sets of results converge to show that there is not a unique cortical network for reaching control but instead two systems engaged in reaching to targets in the central and peripheral visual field.
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Affiliation(s)
- Simon Clavagnier
- Laboratorium voor Neuroen Psychofysiologie, Medical School, K.U. Leuven, Belgium
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32
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Demir-Lira ÖE, Prado J, Booth JR. Neural Correlates of Math Gains Vary Depending on Parental Socioeconomic Status (SES). Front Psychol 2016; 7:892. [PMID: 27378987 PMCID: PMC4911362 DOI: 10.3389/fpsyg.2016.00892] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [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: 02/12/2016] [Accepted: 05/30/2016] [Indexed: 11/24/2022] Open
Abstract
We used functional magnetic resonance imaging (fMRI) to examine the neural predictors of math development, and asked whether these predictors vary as a function of parental socioeconomic status (SES) in children ranging in age from 8 to 13 years. We independently localized brain regions subserving verbal versus spatial processing in order to characterize relations between activation in these regions during an arithmetic task and long-term change in math skill (up to 3 years). Neural predictors of math gains encompassed brain regions subserving both verbal and spatial processing, but the relation between relative reliance on these regions and math skill growth varied depending on parental SES. Activity in an area of the left inferior frontal gyrus (IFG) identified by the verbal localizer was related to greater growth in math skill at the higher end of the SES continuum, but lesser improvements at the lower end. Activity in an area of the right superior parietal cortex identified by the spatial localizer was related to greater growth in math skill at the lower end of the SES continuum, but lesser improvements at the higher end. Results highlight early neural mechanisms as possible neuromarkers of long-term arithmetic learning and suggest that neural predictors of math gains vary with parental SES.
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Affiliation(s)
- Özlem Ece Demir-Lira
- Department of Communication Sciences and Disorders, Northwestern University, EvanstonIL, USA; Department of Psychology, University of Chicago, ChicagoIL, USA
| | - Jérôme Prado
- Institut des Sciences Cognitives Marc Jeannerod, UMR 5304, Centre National de la Recherche Scientifique - Université de Lyon Bron, France
| | - James R Booth
- Department of Communication Sciences and Disorders, Northwestern University, EvanstonIL, USA; Department of Communication Sciences and Disorders, The University of Texas at Austin, AustinTX, USA
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33
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Mathieu R, Gourjon A, Couderc A, Thevenot C, Prado J. Running the number line: Rapid shifts of attention in single-digit arithmetic. Cognition 2016; 146:229-39. [DOI: 10.1016/j.cognition.2015.10.002] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2015] [Revised: 07/30/2015] [Accepted: 10/04/2015] [Indexed: 11/25/2022]
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Demir ÖE, Prado J, Booth JR. Parental socioeconomic status and the neural basis of arithmetic: differential relations to verbal and visuo-spatial representations. Dev Sci 2015; 18:799-814. [PMID: 25664675 DOI: 10.1111/desc.12268] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2014] [Accepted: 09/10/2014] [Indexed: 01/12/2023]
Abstract
We examined the relation of parental socioeconomic status (SES) to the neural bases of subtraction in school-age children (9- to 12-year-olds). We independently localized brain regions subserving verbal versus visuo-spatial representations to determine whether the parental SES-related differences in children's reliance on these neural representations vary as a function of math skill. At higher SES levels, higher skill was associated with greater recruitment of the left temporal cortex, identified by the verbal localizer. At lower SES levels, higher skill was associated with greater recruitment of right parietal cortex, identified by the visuo-spatial localizer. This suggests that depending on parental SES, children engage different neural systems to solve subtraction problems. Furthermore, SES was related to the activation in the left temporal and frontal cortex during the independent verbal localizer task, but it was not related to activation during the independent visuo-spatial localizer task. Differences in activation during the verbal localizer task in turn were related to differences in activation during the subtraction task in right parietal cortex. The relation was stronger at lower SES levels. This result suggests that SES-related differences in the visuo-spatial regions during subtraction might be based in SES-related verbal differences.
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Affiliation(s)
- Özlem Ece Demir
- Department of Communication Sciences and Disorders, Northwestern University, USA.,Department of Psychology, University of Chicago, USA
| | - Jérôme Prado
- Laboratoire Langage, Cerveau et Cognition, Centre National de la Recherche Scienctifique (CNRS) and Université de Lyon, France
| | - James R Booth
- Department of Communication Sciences and Disorders, Northwestern University, USA.,Department of Communication Sciences and Disorders, University of Texas-Austin, USA
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35
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Mathieu R, Booth JR, Prado J. Distributed neural representations of logical arguments in school-age children. Hum Brain Mapp 2014; 36:996-1009. [PMID: 25355487 DOI: 10.1002/hbm.22681] [Citation(s) in RCA: 10] [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] [Subscribe] [Scholar Register] [Received: 05/23/2014] [Revised: 09/18/2014] [Accepted: 10/21/2014] [Indexed: 11/07/2022] Open
Abstract
Children's understanding of linear-order (e.g., Dan is taller than Lisa, Lisa is taller than Jess) and set-inclusion (i.e., All tulips are flowers, All flowers are plants) relationships is critical for the acquisition of deductive reasoning, that is, the ability to reach logically valid conclusions from given premises. Behavioral and neuroimaging studies in adults suggest processing differences between these relations: While arguments that involve linear-orders may be preferentially associated with spatial processing, arguments that involve set-inclusions may be preferentially associated with verbal processing. In this study, we used functional magnetic resonance imaging to investigate whether these processing differences appear during the period of elementary school in development. Consistent with previous studies in adults, we found that arguments that involve linear-order and set-inclusion relationships preferentially involve spatial and verbal brain mechanisms (respectively) in school-age children (9-14 year olds). Because this neural sensitivity was not related to age, it likely emerges before the period of elementary education. However, the period of elementary education might play an important role in shaping the neural processing of logical reasoning, as indicated by developmental changes in frontal and parietal regions that were dependent on the type of relation.
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Affiliation(s)
- Romain Mathieu
- Laboratoire Langage, Cerveau et Cognition (L2C2), Centre National de la Recherche Scientifique (CNRS) & Université de Lyon, 69675, Bron, France
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Abstract
We examine the relations of verbal and spatial working memory (WM) ability to the neural bases of arithmetic in school-age children. We independently localize brain regions subserving verbal versus spatial representations. For multiplication, higher verbal WM ability is associated with greater recruitment of the left temporal cortex, identified by the verbal localizer. For multiplication and subtraction, higher spatial WM ability is associated with greater recruitment of right parietal cortex, identified by the spatial localizer. Depending on their WM ability, children engage different neural systems that manipulate different representations to solve arithmetic problems.
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Affiliation(s)
- Özlem Ece Demir
- a Department of Communication Sciences and Disorders , Northwestern University , Evanston , Illinois
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37
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Prado J, Spotorno N, Koun E, Hewitt E, Van der Henst JB, Sperber D, Noveck IA. Neural interaction between logical reasoning and pragmatic processing in narrative discourse. J Cogn Neurosci 2014; 27:692-704. [PMID: 25321487 DOI: 10.1162/jocn_a_00744] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Logical connectives (e.g., or, if, and not) are central to everyday conversation, and the inferences they generate are made with little effort in pragmatically sound situations. In contrast, the neural substrates of logical inference-making have been studied exclusively in abstract tasks where pragmatic concerns are minimal. Here, we used fMRI in an innovative design that employed narratives to investigate the interaction between logical reasoning and pragmatic processing in natural discourse. Each narrative contained three premises followed by a statement. In Fully-deductive stories, the statement confirmed a conclusion that followed from two steps of disjunction-elimination (e.g., Xavier considers Thursday, Friday, or Saturday for inviting his girlfriend out; he removes Thursday before he rejects Saturday and declares "I will invite her out for Friday"). In Implicated-premise stories, an otherwise identical narrative included three premises that twice removed a single option from consideration (i.e., Xavier rejects Thursday for two different reasons). The conclusion therefore necessarily prompts an implication (i.e., Xavier must have removed Saturday from consideration as well). We report two main findings. First, conclusions of Implicated-premise stories are associated with more activity than conclusions of Fully-deductive stories in a bilateral frontoparietal system, suggesting that these regions play a role in inferring an implicated premise. Second, brain connectivity between these regions increases with pragmatic abilities when reading conclusions in Implicated-premise stories. These findings suggest that pragmatic processing interacts with logical inference-making when understanding arguments in narrative discourse.
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Affiliation(s)
- Jérôme Prado
- Centre National de la Recherche Scientifique and Université de Lyon, Bron, France
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38
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Berteletti I, Prado J, Booth JR. Children with mathematical learning disability fail in recruiting verbal and numerical brain regions when solving simple multiplication problems. Cortex 2014; 57:143-55. [PMID: 24858066 DOI: 10.1016/j.cortex.2014.04.001] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [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: 07/16/2013] [Revised: 02/10/2014] [Accepted: 04/01/2014] [Indexed: 10/25/2022]
Abstract
Greater skill in solving single-digit multiplication problems requires a progressive shift from a reliance on numerical to verbal mechanisms over development. Children with mathematical learning disability (MD), however, are thought to suffer from a specific impairment in numerical mechanisms. Here we tested the hypothesis that this impairment might prevent MD children from transitioning toward verbal mechanisms when solving single-digit multiplication problems. Brain activations during multiplication problems were compared in MD and typically developing (TD) children (3rd to 7th graders) in numerical and verbal regions which were individuated by independent localizer tasks. We used small (e.g., 2 × 3) and large (e.g., 7 × 9) problems as these problems likely differ in their reliance on verbal versus numerical mechanisms. Results indicate that MD children have reduced activations in both the verbal (i.e., left inferior frontal gyrus and left middle temporal to superior temporal gyri) and the numerical (i.e., right superior parietal lobule including intra-parietal sulcus) regions suggesting that both mechanisms are impaired. Moreover, the only reliable activation observed for MD children was in the numerical region when solving small problems. This suggests that MD children could effectively engage numerical mechanisms only for the easier problems. Conversely, TD children showed a modulation of activation with problem size in the verbal regions. This suggests that TD children were effectively engaging verbal mechanisms for the easier problems. Moreover, TD children with better language skills were more effective at engaging verbal mechanisms. In conclusion, results suggest that the numerical- and language-related processes involved in solving multiplication problems are impaired in MD children.
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Affiliation(s)
- Ilaria Berteletti
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL, USA.
| | - Jérôme Prado
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL, USA; Laboratoire Langage, Cerveau et Cognition (L2C2), Centre National de la Recherche Scientifique (CNRS), Bron, France
| | - James R Booth
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL, USA
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39
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Prado J, Mutreja R, Booth JR. Developmental dissociation in the neural responses to simple multiplication and subtraction problems. Dev Sci 2014; 17:537-52. [DOI: 10.1111/desc.12140] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Jérôme Prado
- Department of Communication Sciences and Disorders; Northwestern University; USA
- Laboratoire Langage, Cerveau et Cognition (L2C2); Centre National de la Recherche Scientifique (CNRS) and Université de Lyon; France
| | - Rachna Mutreja
- Department of Communication Sciences and Disorders; Northwestern University; USA
| | - James R. Booth
- Department of Communication Sciences and Disorders; Northwestern University; USA
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40
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Prado J, Lu J, Liu L, Dong Q, Zhou X, Booth JR. The neural bases of the multiplication problem-size effect across countries. Front Hum Neurosci 2013; 7:189. [PMID: 23717274 PMCID: PMC3651960 DOI: 10.3389/fnhum.2013.00189] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [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: 02/13/2013] [Accepted: 04/25/2013] [Indexed: 11/30/2022] Open
Abstract
Multiplication problems involving large numbers (e.g., 9 × 8) are more difficult to solve than problems involving small numbers (e.g., 2 × 3). Behavioral research indicates that this problem-size effect might be due to different factors across countries and educational systems. However, there is no neuroimaging evidence supporting this hypothesis. Here, we compared the neural correlates of the multiplication problem-size effect in adults educated in China and the United States. We found a greater neural problem-size effect in Chinese than American participants in bilateral superior temporal regions associated with phonological processing. However, we found a greater neural problem-size effect in American than Chinese participants in right intra-parietal sulcus (IPS) associated with calculation procedures. Therefore, while the multiplication problem-size effect might be a verbal retrieval effect in Chinese as compared to American participants, it may instead stem from the use of calculation procedures in American as compared to Chinese participants. Our results indicate that differences in educational practices might affect the neural bases of symbolic arithmetic.
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Affiliation(s)
- Jérôme Prado
- Department of Communication Sciences and Disorders, Northwestern University Evanston, IL, USA ; Laboratoire Langage, Cerveau et Cognition (L2C2), Centre National de la Recherche Scientifique (CNRS) Bron, France
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Abstract
We report a child with segmental maternal uniparental isodisomy of chromosome 6, involving most of the long arm distal to 6q16, detected by SNP microarray. Clinical features include prenatal growth restriction, global developmental delay, and severe gastro-esophageal reflux disease. Maternal uniparental disomy (UPD) of chromosome 6 has previously been reported to cause intrauterine growth restriction. Paternal UPD of this chromosome is well known to cause transient neonatal diabetes mellitus. We discuss reported cases of maternal UPD of chromosome 6 and consider whether our patient's features may be due to disordered imprinting or unmasking of an autosomal recessive condition.
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Affiliation(s)
- G Poke
- Genetic Health Queensland, Royal Brisbane and Women's Hospital, Brisbane, Qld., Australia
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Spotorno N, Koun E, Prado J, Van Der Henst JB, Noveck IA. Neural evidence that utterance-processing entails mentalizing: The case of irony. Neuroimage 2012; 63:25-39. [DOI: 10.1016/j.neuroimage.2012.06.046] [Citation(s) in RCA: 171] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2012] [Revised: 05/19/2012] [Accepted: 06/24/2012] [Indexed: 11/24/2022] Open
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Prado J, Mutreja R, Booth JR. Fractionating the neural substrates of transitive reasoning: task-dependent contributions of spatial and verbal representations. Cereb Cortex 2012; 23:499-507. [PMID: 22275478 DOI: 10.1093/cercor/bhr389] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [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
It has long been suggested that transitive reasoning relies on spatial representations in the posterior parietal cortex (PPC). Previous neuroimaging studies, however, have always focused on linear arguments, such as "John is taller than Tom, Tom is taller than Chris, therefore John is taller than Chris." Using functional magnetic resonance imaging (fMRI), we demonstrate here that verbal representations contribute to transitive reasoning when it involves set-inclusion relations (e.g., "All Tulips are Flowers, All Flowers are Plants, therefore All Tulips are Plants"). In the present study, such arguments were found to engage verbal processing regions of the left inferior frontal gyrus (IFG) and left PPC that were identified in an independent localizer task. Specifically, activity in these verbal regions increased as the number of relations increased in set-inclusion arguments. Importantly, this effect was specific to set-inclusion arguments because left IFG and left PPC were not differentially engaged when the number of relations increased in linear arguments. Instead, such an increase was linked to decreased activity in a spatial processing region of the right PPC that was identified in an independent localizer task. Therefore, both verbal and spatial representations can underlie transitive reasoning, but their engagement depends upon the structure of the argument.
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Affiliation(s)
- Jérôme Prado
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL 60208, USA.
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Abstract
Over the course of the past decade, contradictory claims have been made regarding the neural bases of deductive reasoning. Researchers have been puzzled by apparent inconsistencies in the literature. Some have even questioned the effectiveness of the methodology used to study the neural bases of deductive reasoning. However, the idea that neuroimaging findings are inconsistent is not based on any quantitative evidence. Here, we report the results of a quantitative meta-analysis of 28 neuroimaging studies of deductive reasoning published between 1997 and 2010, combining 382 participants. Consistent areas of activations across studies were identified using the multilevel kernel density analysis method. We found that results from neuroimaging studies are more consistent than what has been previously assumed. Overall, studies consistently report activations in specific regions of a left fronto-parietal system, as well as in the left BG. This brain system can be decomposed into three subsystems that are specific to particular types of deductive arguments: relational, categorical, and propositional. These dissociations explain inconstancies in the literature. However, they are incompatible with the notion that deductive reasoning is supported by a single cognitive system relying either on visuospatial or rule-based mechanisms. Our findings provide critical insight into the cognitive organization of deductive reasoning and need to be accounted for by cognitive theories.
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Affiliation(s)
- Jérôme Prado
- Northwestern University, Evanston, IL 60208, USA.
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45
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Prado J, Weissman DH. Heightened interactions between a key default-mode region and a key task-positive region are linked to suboptimal current performance but to enhanced future performance. Neuroimage 2011; 56:2276-82. [PMID: 21440073 DOI: 10.1016/j.neuroimage.2011.03.048] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2011] [Revised: 03/09/2011] [Accepted: 03/17/2011] [Indexed: 10/18/2022] Open
Abstract
According to the default-mode interference hypothesis, suboptimal performance in tasks requiring selective attention occurs when off-task processing (e.g., mind wandering) supported by default-mode regions interferes with on-task processing (e.g., attention) enabled by task-positive regions. In the present functional MRI study, we therefore investigated whether suboptimal performance in a selective attention task was linked to heightened interactions between a key default-mode region (the posterior cingulate cortex; PCC) and a key task-positive region (the left dorsolateral prefrontal cortex; DLPFC). We also investigated whether heightened interactions between the PCC and the left DLPFC were linked to enhanced future performance, consistent with prior data suggesting that such interactions index adaptive changes to the cognitive system. In line with both of these predictions, increases of current-trial functional connectivity between the PCC and the left DLPFC were linked to increases of response time in the current trial (i.e., suboptimal performance), but to decreases of response time in the next trial (i.e., enhanced performance). This double dissociation provides novel support for the default-mode interference hypothesis. Moreover, it suggests the possibility that, in at least some cases, default-mode interference indexes processes that optimize future performance.
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Affiliation(s)
- Jérôme Prado
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL 60208, USA.
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Prado J, Mutreja R, Zhang H, Mehta R, Desroches AS, Minas JE, Booth JR. Distinct representations of subtraction and multiplication in the neural systems for numerosity and language. Hum Brain Mapp 2011; 32:1932-47. [PMID: 21246667 DOI: 10.1002/hbm.21159] [Citation(s) in RCA: 100] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2010] [Revised: 08/06/2010] [Accepted: 08/10/2010] [Indexed: 11/07/2022] Open
Abstract
It has been proposed that recent cultural inventions such as symbolic arithmetic recycle evolutionary older neural mechanisms. A central assumption of this hypothesis is that the degree to which a preexisting mechanism is recycled depends on the degree of similarity between its initial function and the novel task. To test this assumption, we investigated whether the brain region involved in magnitude comparison in the intraparietal sulcus (IPS), localized by a numerosity comparison task, is recruited to a greater degree by arithmetic problems that involve number comparison (single-digit subtractions) than by problems that involve retrieving number facts from memory (single-digit multiplications). Our results confirmed that subtractions are associated with greater activity in the IPS than multiplications, whereas multiplications elicit greater activity than subtractions in regions involved in verbal processing including the middle temporal gyrus (MTG) and inferior frontal gyrus (IFG) that were localized by a phonological processing task. Pattern analyses further indicated that the neural mechanisms more active for subtraction than multiplication in the IPS overlap with those involved in numerosity comparison and that the strength of this overlap predicts interindividual performance in the subtraction task. These findings provide novel evidence that elementary arithmetic relies on the cooption of evolutionary older neural circuits.
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Affiliation(s)
- Jérôme Prado
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, Illinois, USA.
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Bouchoucha M, Prado J, Chtourou L, Devroede G, Atanassiu C, Benamouzig R. Non-compliance does not impair qualitative evaluation of colonic transit time. Neurogastroenterol Motil 2011; 23:103-8. [PMID: 20939856 DOI: 10.1111/j.1365-2982.2010.01601.x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND Measurement of colonic transit time (CTT) by using radiopaque markers with the "Multiple ingestion-Single film" technique is a simple, reproducible technique to measure total and segmental CTT. However, it requires good compliance of the patients, who must ingest the capsules containing radio-opaque markers for 6 consecutive days. The purpose of this study was to estimate the error in CTT measurement if they fail to do this. METHODS The protocol tested was to ingest 12 markers per day during 6 days and take a plain film of the abdomen on day 7. The study was done by simulation using a 3-compartiment model (right colon, left colon, rectosigmoid area). There was a set of 67,525 possibilities with possible single or double failure of markers ingestion for 6 days either 238,266 combinations for one omission, or 312,375 combinations for two omissions; the absence of omission was the reference. The analysis focused on two complementary aspects of the evaluation of omission: quantitatively, the absolute and relative error on the CTT measured and qualitatively, the diagnostic error (a delayed transit is defined by a total CTT > 65 hours). KEY RESULTS Total and segmental CTT measured when omission occurred were greater than the reference time. The difference is particularly important, when omission occurs early during the study for all segments. Qualitative analysis showed that, for one omission of markers ingestion, a correct diagnosis of delayed colonic transit time and of the main site of delay could be obtained by the 3-compartment model in 100% of cases. For two failures of markers ingestion, "delayed" colonic transit could be regarded as normal in only 9.59% of cases; furthermore, the site of delay was correctly recognized in 83% of the cases. CONCLUSIONS & INFERENCES Despite omission of markers ingestion for one or two days, measured CTT overestimates the absolute value of colonic transit time, the formulated diagnosis (delayed transit and site of delay) is perfectly acceptable clinically.
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Affiliation(s)
- M Bouchoucha
- Université Paris V René Descartes, Paris, France.
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Prado J, Carp J, Weissman DH. Variations of response time in a selective attention task are linked to variations of functional connectivity in the attentional network. Neuroimage 2010; 54:541-9. [PMID: 20728549 DOI: 10.1016/j.neuroimage.2010.08.022] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2009] [Revised: 07/29/2010] [Accepted: 08/13/2010] [Indexed: 11/18/2022] Open
Abstract
Although variations of response time (RT) within a particular experimental condition are typically ignored, they may sometimes reflect meaningful changes in the efficiency of cognitive and neural processes. In the present study, we investigated whether trial-by-trial variations of response time (RT) in a cross-modal selective attention task were associated with variations of functional connectivity between brain regions that are thought to underlie attention. Sixteen healthy young adults performed an audiovisual selective attention task, which involved attending to a relevant visual letter while ignoring an irrelevant auditory letter, as we recorded their brain activity using functional magnetic resonance imaging (fMRI). In line with predictions, variations of RT were associated with variations of functional connectivity between the anterior cingulate cortex and various other brain regions that are posited to underlie attentional control, such as the right dorsolateral prefrontal cortex and bilateral regions of the posterior parietal cortex. They were also linked to variations of functional connectivity between anatomically early and anatomically late regions of the relevant-modality visual cortex whose communication is thought to be modulated by attentional control processes. By revealing that variations of RT in a selective attention task are linked to variations of functional connectivity in the attentional network, the present findings suggest that variations of attention may contribute to trial-by-trial fluctuations of behavioral performance.
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Affiliation(s)
- Jérôme Prado
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL 60208, USA.
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Prado J, Van Der Henst JB, Noveck IA. Recomposing a fragmented literature: How conditional and relational arguments engage different neural systems for deductive reasoning. Neuroimage 2010; 51:1213-21. [PMID: 20302951 DOI: 10.1016/j.neuroimage.2010.03.026] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2009] [Revised: 02/04/2010] [Accepted: 03/09/2010] [Indexed: 11/28/2022] Open
Affiliation(s)
- Jérôme Prado
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL 60208, USA.
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Abstract
It is a familiar and intuitive notion that human numerical and logical reasoning skills are tightly related. However, very little is known about the interaction between numerical knowledge and logical reasoning in the brain. Using functional magnetic resonance imaging in healthy subjects, we investigated ordered relations as they are expressed in number (4 is greater than 2) and in transitive reasoning (A is to the left of C after receiving; A is to the left of B; B is to the left of C) in order to determine the extent to which the same neural substrates support both. We found that representing an ordered series verbally learned by transitive reasoning draws on the representations of numbers in the anterior intraparietal sulcus. We further observed that, unlike numbers, transitive series are additionally encoded in the basal ganglia-dopamine system. Intraparietal and basal ganglia mechanisms are not active to the same extent at the same time. Although the intraparietal representations of number preferentially supports a verbal transitive series soon after learning, the basal ganglia are engaged when the series is well practiced. This finding suggests that the transient activation of number representations supports the representation of verbal transitive series until their late encoding in the basal ganglia-dopamine system by associative reinforcement mechanisms.
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Affiliation(s)
- Jérôme Prado
- Department of Psychology, University of Michigan, East Hall, 530 Church Street, Ann Arbor, MI 48109, USA.
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