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Frontal and parietal contributions to arithmetic fact retrieval: A parametric analysis of the problem-size effect
The goal of the present study was to investigate the neuroanatomical basis of arithmetic fact retrieval. The rationale was that areas playing a crucial role in arithmetic fact retrieval should show a systematic increase of activation with increasing retrieval effort. To achieve this goal, we utilize...
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Published in: | Human brain mapping 2011-01, Vol.32 (1), p.51-59 |
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description | The goal of the present study was to investigate the neuroanatomical basis of arithmetic fact retrieval. The rationale was that areas playing a crucial role in arithmetic fact retrieval should show a systematic increase of activation with increasing retrieval effort. To achieve this goal, we utilized the problem‐size effect as this is known to be systematically related to retrieval effort. In contrast to many previous studies, we here took a parametric approach to account for the continuous increase of retrieval effort with problem size. BOLD signals were modeled with problem size as parametric regressor and negative slow waves of the EEG were categorized into six levels of problem size. The fMRI data showed that activation in the angular gyrus and ACC/SMA increased parametrically with problem size. The ERP data showed a systematic amplitude increase with increasing problem size, especially at fronto‐central electrodes. Consistent with the fMRI data, source modeling localized this effect to the ACC. While these findings support previous notions about the crucial role of the angular gyrus during fact retrieval, they also provide evidence that the medial frontal cortex is involved when single‐digit multiplications are solved. Thus, both parietal and frontal structures seem to be integral parts of a system that enables and controls arithmetic fact retrieval. Hum Brain Mapp, 2010. © 2010 Wiley‐Liss, Inc. |
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The rationale was that areas playing a crucial role in arithmetic fact retrieval should show a systematic increase of activation with increasing retrieval effort. To achieve this goal, we utilized the problem‐size effect as this is known to be systematically related to retrieval effort. In contrast to many previous studies, we here took a parametric approach to account for the continuous increase of retrieval effort with problem size. BOLD signals were modeled with problem size as parametric regressor and negative slow waves of the EEG were categorized into six levels of problem size. The fMRI data showed that activation in the angular gyrus and ACC/SMA increased parametrically with problem size. The ERP data showed a systematic amplitude increase with increasing problem size, especially at fronto‐central electrodes. Consistent with the fMRI data, source modeling localized this effect to the ACC. While these findings support previous notions about the crucial role of the angular gyrus during fact retrieval, they also provide evidence that the medial frontal cortex is involved when single‐digit multiplications are solved. Thus, both parietal and frontal structures seem to be integral parts of a system that enables and controls arithmetic fact retrieval. Hum Brain Mapp, 2010. © 2010 Wiley‐Liss, Inc.</description><identifier>ISSN: 1065-9471</identifier><identifier>EISSN: 1097-0193</identifier><identifier>DOI: 10.1002/hbm.21002</identifier><identifier>PMID: 20336690</identifier><language>eng</language><publisher>Hoboken: Wiley Subscription Services, Inc., A Wiley Company</publisher><subject>Adult ; Biological and medical sciences ; Brain Mapping ; Electroencephalography ; ERPs ; Evoked Potentials - physiology ; fact retrieval ; Female ; fMRI ; Frontal Lobe - physiology ; Humans ; Image Processing, Computer-Assisted ; Investigative techniques, diagnostic techniques (general aspects) ; Magnetic Resonance Imaging ; Male ; Mathematics ; Medical sciences ; mental arithmetic ; Mental Recall - physiology ; multiplication ; Nervous system ; parametric analysis ; Parietal Lobe - physiology ; Problem Solving - physiology ; problem-size effect ; Radiodiagnosis. Nmr imagery. Nmr spectrometry ; Radionuclide investigations</subject><ispartof>Human brain mapping, 2011-01, Vol.32 (1), p.51-59</ispartof><rights>Copyright © 2010 Wiley‐Liss, Inc.</rights><rights>2015 INIST-CNRS</rights><rights>Copyright © 2010 Wiley-Liss, Inc.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5762-c23de6cd3e2e3f0df4b3d6abf40f2bb3fb09f2d1f5bbd1d1cbae72e16537d6143</citedby><cites>FETCH-LOGICAL-c5762-c23de6cd3e2e3f0df4b3d6abf40f2bb3fb09f2d1f5bbd1d1cbae72e16537d6143</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6870456/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6870456/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=23652919$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/20336690$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Jost, Kerstin</creatorcontrib><creatorcontrib>Khader, Patrick H.</creatorcontrib><creatorcontrib>Burke, Michael</creatorcontrib><creatorcontrib>Bien, Siegfried</creatorcontrib><creatorcontrib>Rösler, Frank</creatorcontrib><title>Frontal and parietal contributions to arithmetic fact retrieval: A parametric analysis of the problem-size effect</title><title>Human brain mapping</title><addtitle>Hum. Brain Mapp</addtitle><description>The goal of the present study was to investigate the neuroanatomical basis of arithmetic fact retrieval. The rationale was that areas playing a crucial role in arithmetic fact retrieval should show a systematic increase of activation with increasing retrieval effort. To achieve this goal, we utilized the problem‐size effect as this is known to be systematically related to retrieval effort. In contrast to many previous studies, we here took a parametric approach to account for the continuous increase of retrieval effort with problem size. BOLD signals were modeled with problem size as parametric regressor and negative slow waves of the EEG were categorized into six levels of problem size. The fMRI data showed that activation in the angular gyrus and ACC/SMA increased parametrically with problem size. The ERP data showed a systematic amplitude increase with increasing problem size, especially at fronto‐central electrodes. Consistent with the fMRI data, source modeling localized this effect to the ACC. While these findings support previous notions about the crucial role of the angular gyrus during fact retrieval, they also provide evidence that the medial frontal cortex is involved when single‐digit multiplications are solved. Thus, both parietal and frontal structures seem to be integral parts of a system that enables and controls arithmetic fact retrieval. Hum Brain Mapp, 2010. © 2010 Wiley‐Liss, Inc.</description><subject>Adult</subject><subject>Biological and medical sciences</subject><subject>Brain Mapping</subject><subject>Electroencephalography</subject><subject>ERPs</subject><subject>Evoked Potentials - physiology</subject><subject>fact retrieval</subject><subject>Female</subject><subject>fMRI</subject><subject>Frontal Lobe - physiology</subject><subject>Humans</subject><subject>Image Processing, Computer-Assisted</subject><subject>Investigative techniques, diagnostic techniques (general aspects)</subject><subject>Magnetic Resonance Imaging</subject><subject>Male</subject><subject>Mathematics</subject><subject>Medical sciences</subject><subject>mental arithmetic</subject><subject>Mental Recall - physiology</subject><subject>multiplication</subject><subject>Nervous system</subject><subject>parametric analysis</subject><subject>Parietal Lobe - physiology</subject><subject>Problem Solving - physiology</subject><subject>problem-size effect</subject><subject>Radiodiagnosis. 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Nmr spectrometry</subject><subject>Radionuclide investigations</subject><issn>1065-9471</issn><issn>1097-0193</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><recordid>eNp1kk1v1DAQhi0EomXhwB9AlhBCHNL6I3E2HJDaQrtIBQ6A9mjZzph1ceKtnRSWX4_DbpcPiZPtmWfeGfs1Qo8pOaKEsOOV7o7YtLuDDilp6oLQht-d9qIqmrKmB-hBSleEUFoReh8dMMK5EA05RNfnMfSD8lj1LV6r6GA6mByLTo-DC33CQ8A5Maw6GJzBVpkBR8h5uFH-JT6ZylQ3BUxWUX6TXMLB4mEFeB2D9tAVyf0ADNaCGR6ie1b5BI926wx9Pn_z6WxRXH64eHt2clmYqhasMIy3IEzLgQG3pLWl5q1Q2pbEMq251aSxrKW20rqlLTVaQc2AiorXraAln6FXW931qDtoDeQrKS_X0XUqbmRQTv6d6d1Kfgk3UsxrUlYiCzzfCcRwPUIaZOeSAe9VD2FMck7nJWHlnGfy6T_kVRhjfookaUVrXnFRTQO92FImhpQi2P0slMjJPZl9lL98zOyTP4ffk7fGZeDZDlDJKG-j6o1Lv7nckTX5F8zQ8Zb75jxs_t9RLk7f3bYuthUuDfB9X6HiVylqXldy-f5Cfnxdny75gsgl_wkDxsZI</recordid><startdate>201101</startdate><enddate>201101</enddate><creator>Jost, Kerstin</creator><creator>Khader, Patrick H.</creator><creator>Burke, Michael</creator><creator>Bien, Siegfried</creator><creator>Rösler, Frank</creator><general>Wiley Subscription Services, Inc., A Wiley Company</general><general>Wiley-Liss</general><general>John Wiley & Sons, Inc</general><scope>BSCLL</scope><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QR</scope><scope>7TK</scope><scope>7U7</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>K9.</scope><scope>P64</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>201101</creationdate><title>Frontal and parietal contributions to arithmetic fact retrieval: A parametric analysis of the problem-size effect</title><author>Jost, Kerstin ; Khader, Patrick H. ; Burke, Michael ; Bien, Siegfried ; Rösler, Frank</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5762-c23de6cd3e2e3f0df4b3d6abf40f2bb3fb09f2d1f5bbd1d1cbae72e16537d6143</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Adult</topic><topic>Biological and medical sciences</topic><topic>Brain Mapping</topic><topic>Electroencephalography</topic><topic>ERPs</topic><topic>Evoked Potentials - physiology</topic><topic>fact retrieval</topic><topic>Female</topic><topic>fMRI</topic><topic>Frontal Lobe - physiology</topic><topic>Humans</topic><topic>Image Processing, Computer-Assisted</topic><topic>Investigative techniques, diagnostic techniques (general aspects)</topic><topic>Magnetic Resonance Imaging</topic><topic>Male</topic><topic>Mathematics</topic><topic>Medical sciences</topic><topic>mental arithmetic</topic><topic>Mental Recall - physiology</topic><topic>multiplication</topic><topic>Nervous system</topic><topic>parametric analysis</topic><topic>Parietal Lobe - physiology</topic><topic>Problem Solving - physiology</topic><topic>problem-size effect</topic><topic>Radiodiagnosis. 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Nmr spectrometry</topic><topic>Radionuclide investigations</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Jost, Kerstin</creatorcontrib><creatorcontrib>Khader, Patrick H.</creatorcontrib><creatorcontrib>Burke, Michael</creatorcontrib><creatorcontrib>Bien, Siegfried</creatorcontrib><creatorcontrib>Rösler, Frank</creatorcontrib><collection>Istex</collection><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Chemoreception Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Human brain mapping</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Jost, Kerstin</au><au>Khader, Patrick H.</au><au>Burke, Michael</au><au>Bien, Siegfried</au><au>Rösler, Frank</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Frontal and parietal contributions to arithmetic fact retrieval: A parametric analysis of the problem-size effect</atitle><jtitle>Human brain mapping</jtitle><addtitle>Hum. Brain Mapp</addtitle><date>2011-01</date><risdate>2011</risdate><volume>32</volume><issue>1</issue><spage>51</spage><epage>59</epage><pages>51-59</pages><issn>1065-9471</issn><eissn>1097-0193</eissn><abstract>The goal of the present study was to investigate the neuroanatomical basis of arithmetic fact retrieval. The rationale was that areas playing a crucial role in arithmetic fact retrieval should show a systematic increase of activation with increasing retrieval effort. To achieve this goal, we utilized the problem‐size effect as this is known to be systematically related to retrieval effort. In contrast to many previous studies, we here took a parametric approach to account for the continuous increase of retrieval effort with problem size. BOLD signals were modeled with problem size as parametric regressor and negative slow waves of the EEG were categorized into six levels of problem size. The fMRI data showed that activation in the angular gyrus and ACC/SMA increased parametrically with problem size. The ERP data showed a systematic amplitude increase with increasing problem size, especially at fronto‐central electrodes. Consistent with the fMRI data, source modeling localized this effect to the ACC. While these findings support previous notions about the crucial role of the angular gyrus during fact retrieval, they also provide evidence that the medial frontal cortex is involved when single‐digit multiplications are solved. Thus, both parietal and frontal structures seem to be integral parts of a system that enables and controls arithmetic fact retrieval. Hum Brain Mapp, 2010. © 2010 Wiley‐Liss, Inc.</abstract><cop>Hoboken</cop><pub>Wiley Subscription Services, Inc., A Wiley Company</pub><pmid>20336690</pmid><doi>10.1002/hbm.21002</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adult Biological and medical sciences Brain Mapping Electroencephalography ERPs Evoked Potentials - physiology fact retrieval Female fMRI Frontal Lobe - physiology Humans Image Processing, Computer-Assisted Investigative techniques, diagnostic techniques (general aspects) Magnetic Resonance Imaging Male Mathematics Medical sciences mental arithmetic Mental Recall - physiology multiplication Nervous system parametric analysis Parietal Lobe - physiology Problem Solving - physiology problem-size effect Radiodiagnosis. Nmr imagery. Nmr spectrometry Radionuclide investigations |
title | Frontal and parietal contributions to arithmetic fact retrieval: A parametric analysis of the problem-size effect |
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