دورية أكاديمية
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Multimodal measures of spontaneous brain activity reveal both common and divergent patterns of cortical functional organization.

التفاصيل البيبلوغرافية
العنوان: Multimodal measures of spontaneous brain activity reveal both common and divergent patterns of cortical functional organization.
المؤلفون: Vafaii H; Department of Physics, University of Maryland, College Park, MD, 20742, USA. vafaii@umd.edu., Mandino F; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, 06520, USA., Desrosiers-Grégoire G; Computional Brain Anatomy Laboratory, Cerebral Imaging Center, Douglas Mental Health University Institute, Montreal, QC, H4H 1R3, Canada.; Integrated Program in Neuroscience, McGill University, Montreal, QC, H3A 0G4, Canada., O'Connor D; Department of Biomedical Engineering, Yale University, New Haven, CT, 06520, USA., Markicevic M; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, 06520, USA., Shen X; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, 06520, USA., Ge X; Department of Physiology, School of Medicine, University of California San Francisco, San Francisco, CA, 94143, USA., Herman P; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, 06520, USA., Hyder F; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, 06520, USA., Papademetris X; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, 06520, USA.; Department of Biomedical Engineering, Yale University, New Haven, CT, 06520, USA.; Section of Biomedical Informatics & Data Science, Yale School of Medicine, New Haven, CT, 06520, USA., Chakravarty M; Computional Brain Anatomy Laboratory, Cerebral Imaging Center, Douglas Mental Health University Institute, Montreal, QC, H4H 1R3, Canada.; Integrated Program in Neuroscience, McGill University, Montreal, QC, H3A 0G4, Canada.; Department of Psychiatry, McGill University, Montreal, QC, H3A 0G4, Canada.; Department of Biological and Biomedical Engineering, McGill University, Montreal, QC, H3A 0G4, Canada., Crair MC; Department of Neuroscience, Yale School of Medicine, New Haven, CT, 06510, USA.; Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT, 06510, USA.; Department of Ophthalmology and Visual Science, Yale School of Medicine, New Haven, CT, 06510, USA., Constable RT; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, 06520, USA.; Department of Biomedical Engineering, Yale University, New Haven, CT, 06520, USA.; Department of Neurosurgery, Yale School of Medicine, New Haven, CT, 06510, USA., Lake EMR; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, 06520, USA. evelyn.lake@yale.edu.; Department of Biomedical Engineering, Yale University, New Haven, CT, 06520, USA. evelyn.lake@yale.edu., Pessoa L; Department of Psychology, University of Maryland, College Park, MD, 20742, USA. pessoa@umd.edu.; Department of Electrical and Computer Engineering, University of Maryland, College Park, MD, 20742, USA. pessoa@umd.edu.; Maryland Neuroimaging Center, University of Maryland, College Park, MD, 20742, USA. pessoa@umd.edu.
المصدر: Nature communications [Nat Commun] 2024 Jan 03; Vol. 15 (1), pp. 229. Date of Electronic Publication: 2024 Jan 03.
نوع المنشور: Journal Article
اللغة: English
بيانات الدورية: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE
أسماء مطبوعة: Original Publication: [London] : Nature Pub. Group
مواضيع طبية MeSH: Brain*/diagnostic imaging , Brain*/physiology , Brain Mapping*/methods, Humans ; Mice ; Animals ; Magnetic Resonance Imaging/methods ; Algorithms ; Neurons
مستخلص: Large-scale functional networks have been characterized in both rodent and human brains, typically by analyzing fMRI-BOLD signals. However, the relationship between fMRI-BOLD and underlying neural activity is complex and incompletely understood, which poses challenges to interpreting network organization obtained using this technique. Additionally, most work has assumed a disjoint functional network organization (i.e., brain regions belong to one and only one network). Here, we employ wide-field Ca 2+ imaging simultaneously with fMRI-BOLD in mice expressing GCaMP6f in excitatory neurons. We determine cortical networks discovered by each modality using a mixed-membership algorithm to test the hypothesis that functional networks exhibit overlapping organization. We find that there is considerable network overlap (both modalities) in addition to disjoint organization. Our results show that multiple BOLD networks are detected via Ca 2+ signals, and networks determined by low-frequency Ca 2+ signals are only modestly more similar to BOLD networks. In addition, the principal gradient of functional connectivity is nearly identical for BOLD and Ca 2+ signals. Despite similarities, important differences are also detected across modalities, such as in measures of functional connectivity strength and diversity. In conclusion, Ca 2+ imaging uncovers overlapping functional cortical organization in the mouse that reflects several, but not all, properties observed with fMRI-BOLD signals.
(© 2024. The Author(s).)
التعليقات: Update of: Res Sq. 2023 Apr 26;:. (PMID: 37162818)
References: Trends Cogn Sci. 2006 Jun;10(6):278-85. (PMID: 16713325)
Proc Natl Acad Sci U S A. 2013 Oct 8;110(41):16616-21. (PMID: 24062451)
Neuron. 2023 Jan 18;111(2):150-175. (PMID: 36460006)
Neuroimage. 2014 Jan 1;84:320-41. (PMID: 23994314)
Methods Appl Fluoresc. 2020 Feb 20;8(2):022001. (PMID: 32028269)
Cereb Cortex. 2015 Oct;25(10):3654-72. (PMID: 25249407)
Neuroimage. 2015 Dec;123:11-21. (PMID: 26296501)
Elife. 2019 Nov 05;8:. (PMID: 31687930)
Trends Neurosci. 2022 Nov;45(11):809-819. (PMID: 35995628)
J Neurosci Methods. 1994 Oct;54(2):171-87. (PMID: 7869750)
Neuron. 2011 Oct 20;72(2):193-6. (PMID: 22017982)
Neuroimage. 2016 Feb 15;127:496-509. (PMID: 26706448)
Nature. 2008 Jun 12;453(7197):869-78. (PMID: 18548064)
Philos Trans R Soc Lond B Biol Sci. 2021 Jan 4;376(1815):20190630. (PMID: 33190598)
Eur J Neurosci. 2019 May;49(10):1313-1329. (PMID: 30456892)
Neuroimage. 2018 Apr 1;169:352-362. (PMID: 29277650)
Trends Cogn Sci. 2021 Sep;25(9):776-787. (PMID: 34134933)
Nature. 2005 Feb 24;433(7028):895-900. (PMID: 15729348)
J Neurophysiol. 2020 Jan 1;123(1):356-366. (PMID: 31747332)
Neuron. 2017 May 17;94(4):866-879.e4. (PMID: 28521137)
Neuroimage. 2022 Dec 1;264:119735. (PMID: 36347441)
PLoS One. 2010 Oct 28;5(10):e13701. (PMID: 21060892)
Neurophotonics. 2019 Jul;6(3):035002. (PMID: 31930154)
IEEE Trans Med Imaging. 1998 Feb;17(1):87-97. (PMID: 9617910)
Cell. 2020 May 14;181(4):936-953.e20. (PMID: 32386544)
Science. 2013 Nov 1;342(6158):1238406. (PMID: 24179228)
Nat Rev Genet. 2011 Jan;12(1):56-68. (PMID: 21164525)
Nat Methods. 2020 Jan;17(1):107-113. (PMID: 31686040)
Nature. 2005 Jun 9;435(7043):814-8. (PMID: 15944704)
Neuron Behav Data Anal Theory. 2020;3(5):. (PMID: 33644783)
Neuron. 2011 Jul 14;71(1):9-34. (PMID: 21745635)
Nat Neurosci. 2013 Jul;16(7):832-7. (PMID: 23799476)
Proc Natl Acad Sci U S A. 2016 Jun 7;113(23):6556-61. (PMID: 27185944)
Front Neurosci. 2019 Oct 23;13:1136. (PMID: 31708731)
Neuroimage. 2017 Jul 15;155:394-405. (PMID: 28343986)
Nature. 2021 May;593(7858):244-248. (PMID: 33911283)
Netw Neurosci. 2018 Dec 01;3(1):217-236. (PMID: 30793081)
Trends Neurosci. 2017 Mar;40(3):181-193. (PMID: 28012708)
Neuroimage. 2022 Apr 15;250:118960. (PMID: 35121182)
Brain. 2020 Apr 1;143(4):1045. (PMID: 32318734)
Neuroimage. 2016 Jul 15;135:92-106. (PMID: 27129758)
J Magn Reson Imaging. 2010 Jan;31(1):192-203. (PMID: 20027588)
Neurosci Res. 2019 Mar;140:14-22. (PMID: 30465783)
Nature. 2020 Sep;585(7825):357-362. (PMID: 32939066)
Nat Methods. 2020 Dec;17(12):1262-1271. (PMID: 33139894)
Sci Adv. 2020 Dec 18;6(51):. (PMID: 33355124)
Neuron. 2022 Feb 2;110(3):532-543.e9. (PMID: 34788632)
Neuroimage. 2021 Jan 15;225:117528. (PMID: 33157264)
Neuron. 2017 May 17;94(4):880-890.e8. (PMID: 28521138)
Neuron. 2018 Feb 21;97(4):925-939.e5. (PMID: 29398359)
Nat Methods. 2020 Mar;17(3):261-272. (PMID: 32015543)
Nat Rev Neurosci. 2009 Mar;10(3):186-98. (PMID: 19190637)
J Neurosci. 2021 May 12;41(19):4160-4168. (PMID: 33893217)
Neuron. 2020 Oct 14;108(1):33-43. (PMID: 33058764)
J Mach Learn Res. 2008 Sep;9:1981-2014. (PMID: 21701698)
Annu Rev Neurosci. 2022 Jul 8;45:249-271. (PMID: 35316610)
Neuroimage. 2014 Nov 15;102 Pt 2:838-47. (PMID: 25175535)
Proc Natl Acad Sci U S A. 2013 Sep 3;110(36):14534-9. (PMID: 23950224)
Phys Rev E Stat Nonlin Soft Matter Phys. 2009 Jul;80(1 Pt 2):016118. (PMID: 19658785)
Proc Natl Acad Sci U S A. 2016 Nov 1;113(44):12574-12579. (PMID: 27791099)
Nat Commun. 2024 Jan 3;15(1):229. (PMID: 38172111)
Neuron. 2013 Aug 21;79(4):798-813. (PMID: 23972601)
Nat Commun. 2017 Nov 2;8(1):1277. (PMID: 29097714)
Proc Natl Acad Sci U S A. 2019 Mar 5;116(10):4689-4695. (PMID: 30782826)
J Cereb Blood Flow Metab. 2020 Apr;40(4):875-884. (PMID: 31092086)
Nat Commun. 2022 Nov 10;13(1):6794. (PMID: 36357376)
Neuroimage. 2013 Oct 15;80:144-68. (PMID: 23702415)
Neuron. 2018 Apr 18;98(2):297-305.e6. (PMID: 29606579)
Nat Neurosci. 2020 Dec;23(12):1644-1654. (PMID: 33077948)
Trends Cogn Sci. 2018 Jan;22(1):21-31. (PMID: 29203085)
PLoS One. 2017 Oct 19;12(10):e0185759. (PMID: 29049297)
Nat Neurosci. 2023 Apr;26(4):673-681. (PMID: 36973511)
J Neurosci. 2006 Jan 4;26(1):63-72. (PMID: 16399673)
Neuron. 2020 Sep 9;107(5):782-804. (PMID: 32791040)
Neuroimage. 2014 Feb 15;87:403-15. (PMID: 24080504)
Neuroimage. 2020 Jan 15;205:116278. (PMID: 31614221)
Hum Brain Mapp. 2023 Feb 15;44(3):1030-1045. (PMID: 36317718)
Trends Neurosci. 2022 Apr;45(4):284-296. (PMID: 35183378)
Cereb Cortex. 2021 Jul 29;31(9):4053-4067. (PMID: 33895810)
Neuroimage. 2013 Jan 1;64:240-56. (PMID: 22926292)
J Neurosci. 2018 Oct 31;38(44):9402-9413. (PMID: 30381432)
Neuroimage. 2021 Nov 1;241:118413. (PMID: 34293463)
Science. 2015 Feb 20;347(6224):1257601. (PMID: 25700523)
Proc Natl Acad Sci U S A. 2016 Dec 27;113(52):E8463-E8471. (PMID: 27974609)
Neuron. 2021 Feb 3;109(3):545-559.e8. (PMID: 33290731)
Front Neurosci. 2022 Apr 05;16:854377. (PMID: 35450017)
Nat Neurosci. 2013 Sep;16(9):1348-55. (PMID: 23892552)
Neuroimage. 2014 Mar;88:212-27. (PMID: 24185018)
Proc Natl Acad Sci U S A. 2014 Dec 30;111(52):18745-50. (PMID: 25512496)
Annu Rev Physiol. 2004;66:735-69. (PMID: 14977420)
Nature. 2016 May 25;534(7607):378-82. (PMID: 27281215)
Neuron. 2017 May 17;94(4):891-907.e6. (PMID: 28521139)
Nat Neurosci. 2017 Dec;20(12):1761-1769. (PMID: 29184204)
Neuron. 2011 Oct 20;72(2):330-43. (PMID: 22017991)
Neuroimage. 2015 Jul 15;115:281-91. (PMID: 25913701)
J Neurosci. 2017 Aug 2;37(31):7513-7533. (PMID: 28674167)
Proc Natl Acad Sci U S A. 2010 Jul 27;107(30):13485-90. (PMID: 20628011)
Trends Cogn Sci. 2013 Dec;17(12):683-96. (PMID: 24231140)
PLoS One. 2011 Jan 20;6(1):e16322. (PMID: 21283729)
Neuron. 2005 Oct 20;48(2):373-84. (PMID: 16242415)
Nature. 2021 Mar;591(7850):420-425. (PMID: 33473213)
Glia. 2018 Sep;66(9):2013-2023. (PMID: 29845643)
Neuron. 2012 Feb 23;73(4):814-28. (PMID: 22365553)
Annu Rev Neurosci. 2014;37:161-81. (PMID: 25032494)
Front Neuroinform. 2017 Feb 21;11:17. (PMID: 28270762)
معلومات مُعتمدة: P30 EY026878 United States EY NEI NIH HHS; UL1 TR001863 United States TR NCATS NIH HHS; R21 AG075778 United States AG NIA NIH HHS; RF1 NS130069 United States NS NINDS NIH HHS; R01 MH111424 United States MH NIMH NIH HHS
تواريخ الأحداث: Date Created: 20240103 Date Completed: 20240105 Latest Revision: 20240502
رمز التحديث: 20240502
مُعرف محوري في PubMed: PMC10764905
DOI: 10.1038/s41467-023-44363-z
PMID: 38172111
قاعدة البيانات: MEDLINE
الوصف
تدمد:2041-1723
DOI:10.1038/s41467-023-44363-z