Academic Journal
Computer models predict differential dendritic vulnerability with ischemia and spreading depression.
| Τίτλος: | Computer models predict differential dendritic vulnerability with ischemia and spreading depression. |
|---|---|
| Συγγραφείς: | Newton AJH; Department of Biostatistics, Yale School of Public Health, New Haven, Connecticut, United States of America.; Department of Physiology and Pharmacology, SUNY Downstate Health Sciences University, Brooklyn, New York, United States of America., Lytton WW; Department of Physiology and Pharmacology, SUNY Downstate Health Sciences University, Brooklyn, New York, United States of America.; Department of Neurology, Kings County Hospital Center, Brooklyn, New York, United States of America., DiStasio M; Department of Pathology, Yale School of Medicine, New Haven, Connecticut, United States of America.; Department of Ophthalmology and Visual Science, Yale School of Medicine, New Haven, Connecticut, United States of America.; Wu Tsai Institute, Yale University, New Haven, Connecticut, United States of America., McDougal RA; Department of Biostatistics, Yale School of Public Health, New Haven, Connecticut, United States of America.; Wu Tsai Institute, Yale University, New Haven, Connecticut, United States of America.; Department of Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, Connecticut, United States of America.; Program in Computational Biology and Bioinformatics, Yale University, New Haven, Connecticut, United States of America.; Interdepartmental Neuroscience Program, Yale University, New Haven, Connecticut, United States of America. |
| Πηγή: | PLoS computational biology [PLoS Comput Biol] 2026 Sep 08; Vol. 22 (9), pp. e1014701. Date of Electronic Publication: 2026 Sep 08 (Print Publication: 2026). |
| Τύπος έκδοσης: | Journal Article; Research Support, N.I.H., Extramural |
| Γλώσσα: | English |
| Στοιχεία περιοδικού: | Publisher: Public Library of Science Country of Publication: United States NLM ID: 101238922 Publication Model: eCollection Cited Medium: Internet ISSN: 1553-7358 (Electronic) Linking ISSN: 1553734X NLM ISO Abbreviation: PLoS Comput Biol Subsets: MEDLINE |
| Imprint Name(s): | Original Publication: San Francisco, CA : Public Library of Science, [2005]- |
| Ιατρικοί όροι (MeSH): | Dendrites*/physiology , Dendrites*/metabolism , Cortical Spreading Depression*/physiology , Brain Ischemia*/physiopathology , Brain Ischemia*/metabolism , Models, Neurological*, Pyramidal Cells/physiology ; Calcium/metabolism ; Potassium/metabolism ; CA1 Region, Hippocampal/physiopathology ; Animals ; Computer Simulation ; Computational Biology ; Humans |
| Περίληψη: | Ischemia, whether abrupt or chronic, limits ATP production and disrupts ATP-dependent homeostatic mechanisms, leading to alterations in both intracellular and extracellular ion concentrations. Inadequate neuronal ATP triggers K+ release and increased extracellular K+ depolarizes neurons, leading to additional K+ release; this positive feedback phenomenon is known as spreading depolarization (SD). When the depolarizing effects are strong enough, the cells undergo depolarization blockade, known as spreading depression. Excess extracellular K+ increases energy demand from the Na+-K+ pump, producing a pathological confluence of increased demand with reduced delivery of energy. The resulting changes have profound effects at subcellular, cellular, and network scales of brain function. We hypothesized that consequences of ischemic or SD homeostatic failure would differ on the subcellular scale, with differences between disjunct dendritic regions of a hippocampal CA1 pyramidal neuron. To evaluate the interplay between morphology and ion concentrations, we used a mechanistic simulation incorporating neuronal morphology, pumps, exchangers, voltage-, and Ca2+-sensitive ion channels. In both cases, calcium accumulation was greatest in the basal dendrites, suggesting these dendrites would show the greatest effects of excitotoxicity. By contrast, in ischemia, but not in SD, distal apical dendrites were exposed to greater intracellular chloride concentrations, which may lead to dendritic beading. (Copyright: © 2026 Newton et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.) |
| Competing Interests: | The authors have declared that no competing interests exist. |
| Σχόλια: | Update of: bioRxiv. 2025 Sep 24:2025.09.22.677786. doi: 10.1101/2025.09.22.677786.. (PMID: 41040194) |
| References: | Exp Neurol. 1998 Nov;154(1):241-58. (PMID: 9875285) Nat Med. 2011 Apr;17(4):439-47. (PMID: 21475241) Front Cell Neurosci. 2015 Sep 24;9:371. (PMID: 26441542) eNeuro. 2022 Aug 18;9(4):. (PMID: 35927026) J Comput Neurosci. 2007 Apr;22(2):105-28. (PMID: 17053996) Science. 2020 Mar 13;367(6483):. (PMID: 32001524) J Neurophysiol. 2000 Jul;84(1):495-512. (PMID: 10899222) Neuroscience. 2001;102(3):527-40. (PMID: 11226691) Front Neuroinform. 2016 Jun 07;10:17. (PMID: 27375471) PLoS Comput Biol. 2018 Sep 17;14(9):e1006423. (PMID: 30222740) J Cereb Blood Flow Metab. 2017 May;37(5):1595-1625. (PMID: 27317657) J Cereb Blood Flow Metab. 2001 Oct;21(10):1133-45. (PMID: 11598490) Neuroscience. 2012 Mar 15;205:91-111. (PMID: 22245503) J Neurosci. 2008 Aug 6;28(32):8014-24. (PMID: 18685026) Cell Rep. 2023 May 30;42(5):112478. (PMID: 37149864) J Gen Physiol. 2001 Feb;117(2):119-31. (PMID: 11158165) J Biol Chem. 2008 Aug 1;283(31):21418-26. (PMID: 18539598) Front Cell Neurosci. 2023 Jul 13;17:1055455. (PMID: 37519631) Neurocrit Care. 2021 Oct;35(Suppl 2):112-134. (PMID: 34498208) J Physiol. 2019 Dec;597(23):5687-5705. (PMID: 31549401) Stroke. 1999 Jan;30(1):171-9. (PMID: 9880406) Brain. 2012 Mar;135(Pt 3):853-68. (PMID: 22366798) J Comput Neurosci. 2008 Oct;25(2):349-65. (PMID: 18297383) Hippocampus. 2000;10(5):617-25. (PMID: 11075833) Biochim Biophys Acta. 1996 Oct 24;1291(2):115-21. (PMID: 8898871) J Cereb Blood Flow Metab. 2015 Nov;35(11):1836-45. (PMID: 26082014) Nat Methods. 2020 Mar;17(3):261-272. (PMID: 32015543) J Neurosci. 2012 Jun 27;32(26):8940-51. (PMID: 22745494) J Gen Physiol. 1990 May;95(5):837-66. (PMID: 2163431) Biochem Soc Trans. 2003 Dec;31(Pt 6):1095-105. (PMID: 14641005) Neuroscience. 2016 Mar 1;316:344-66. (PMID: 26746357) Neurochem Res. 2005 May;30(5):651-9. (PMID: 16176069) Sci Rep. 2017 Dec 4;7(1):16878. (PMID: 29203879) J Biol Chem. 1979 Jul 25;254(14):6538-47. (PMID: 36399) J Neurosci. 1998 Oct 1;18(19):7613-24. (PMID: 9742133) Front Neuroinform. 2013 Nov 15;7:28. (PMID: 24298253) Front Neuroinform. 2018 Jul 10;12:41. (PMID: 30042670) J Neurosci. 1994 Nov;14(11 Pt 2):7087-98. (PMID: 7965100) J Neurosci. 2014 Aug 27;34(35):11733-43. (PMID: 25164668) Nat Commun. 2022 Aug 1;13(1):4444. (PMID: 35915085) Brain Res Brain Res Rev. 2001 Dec;38(1-2):33-60. (PMID: 11750926) J Comput Neurosci. 2009 Feb;26(1):139-47. (PMID: 18563545) J Neurophysiol. 2002 Nov;88(5):2700-12. (PMID: 12424305) Nat Commun. 2021 May 27;12(1):3190. (PMID: 34045465) Biochim Biophys Acta. 2010 Aug;1797(8):1540-5. (PMID: 20362545) J Neurosci Methods. 2006 Jun 30;154(1-2):1-18. (PMID: 16554092) J Cereb Blood Flow Metab. 2017 May;37(5):1571-1594. (PMID: 27328690) J Comp Neurol. 1995 Sep 11;360(1):150-60. (PMID: 7499560) J Neurosci. 2015 Sep 02;35(35):12172-87. (PMID: 26338328) Neuroscience. 2007 Mar 2;145(1):66-79. (PMID: 17239543) Oncogene. 2003 Nov 24;22(53):8619-27. (PMID: 14634623) Pflugers Arch. 1981 Aug;391(2):85-100. (PMID: 6270629) J Neurosci. 2008 Feb 13;28(7):1756-72. (PMID: 18272696) J Physiol. 2006 Jul 1;574(Pt 1):229-43. (PMID: 16690716) Neuroscience. 2004;128(4):729-40. (PMID: 15464281) Cell Rep. 2022 Oct 25;41(4):111556. (PMID: 36288701) J Neurophysiol. 1995 Aug;74(2):565-73. (PMID: 7472364) Neuron. 2015 May 20;86(4):902-922. (PMID: 25996134) Exp Neurol. 2006 Dec;202(2):302-12. (PMID: 16904106) Exp Neurol. 1994 Oct;129(2):279-89. (PMID: 7957741) Neuron. 2014 Aug 20;83(4):975-88. (PMID: 25088365) Stroke. 1998 Mar;29(3):705-18. (PMID: 9506616) PLoS Comput Biol. 2017 Oct 12;13(10):e1005804. (PMID: 29023523) Nat Rev Neurosci. 2002 May;3(5):362-70. (PMID: 11988775) J Neurosci. 2010 Oct 20;30(42):13983-91. (PMID: 20962220) Proc Natl Acad Sci U S A. 1997 Nov 25;94(24):13273-8. (PMID: 9371836) J Cell Biol. 2018 Jul 2;217(7):2235-2246. (PMID: 29752396) J Neurosci. 2010 Jul 21;30(29):9859-68. (PMID: 20660268) Physiol Rev. 2001 Jul;81(3):1065-96. (PMID: 11427692) |
| Grant Information: | R01 MH086638 United States MH NIMH NIH HHS |
| Substance Nomenclature: | SY7Q814VUP (Calcium) RWP5GA015D (Potassium) |
| Entry Date(s): | Date Created: 20260908 Date Completed: 20260911 Latest Revision: 20260915 |
| Update Code: | 20260915 |
| PubMed Central ID: | PMC13568529 |
| DOI: | 10.1371/journal.pcbi.1014701 |
| PMID: | 42709853 |
| Βάση Δεδομένων: | MEDLINE |
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| Items | – Name: Title Label: Title Group: Ti Data: Computer models predict differential dendritic vulnerability with ischemia and spreading depression. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Newton+AJH%22">Newton AJH</searchLink>; Department of Biostatistics, Yale School of Public Health, New Haven, Connecticut, United States of America.; Department of Physiology and Pharmacology, SUNY Downstate Health Sciences University, Brooklyn, New York, United States of America.<br /><searchLink fieldCode="AU" term="%22Lytton+WW%22">Lytton WW</searchLink>; Department of Physiology and Pharmacology, SUNY Downstate Health Sciences University, Brooklyn, New York, United States of America.; Department of Neurology, Kings County Hospital Center, Brooklyn, New York, United States of America.<br /><searchLink fieldCode="AU" term="%22DiStasio+M%22">DiStasio M</searchLink>; Department of Pathology, Yale School of Medicine, New Haven, Connecticut, United States of America.; Department of Ophthalmology and Visual Science, Yale School of Medicine, New Haven, Connecticut, United States of America.; Wu Tsai Institute, Yale University, New Haven, Connecticut, United States of America.<br /><searchLink fieldCode="AU" term="%22McDougal+RA%22">McDougal RA</searchLink>; Department of Biostatistics, Yale School of Public Health, New Haven, Connecticut, United States of America.; Wu Tsai Institute, Yale University, New Haven, Connecticut, United States of America.; Department of Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, Connecticut, United States of America.; Program in Computational Biology and Bioinformatics, Yale University, New Haven, Connecticut, United States of America.; Interdepartmental Neuroscience Program, Yale University, New Haven, Connecticut, United States of America. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101238922%22">PLoS computational biology</searchLink> [PLoS Comput Biol] 2026 Sep 08; Vol. 22 (9), pp. e1014701. <i>Date of Electronic Publication: </i>2026 Sep 08 (<i>Print Publication: </i>2026). – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Research Support, N.I.H., Extramural – Name: Language Label: Language Group: Lang Data: English – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Public+Library+of+Science%22">Public Library of Science </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101238922 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>1553-7358 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%221553734X%22">1553734X </searchLink><i>NLM ISO Abbreviation: </i>PLoS Comput Biol <i>Subsets: </i>MEDLINE – Name: PublisherInfo Label: Imprint Name(s) Group: PubInfo Data: <i>Original Publication</i>: San Francisco, CA : Public Library of Science, [2005]- – Name: SubjectMESH Label: MeSH Terms Group: Su Data: <searchLink fieldCode="MM" term="%22Dendrites%22">Dendrites*</searchLink>/<searchLink fieldCode="MM" term="%22Dendrites+physiology%22">physiology</searchLink> <br /><searchLink fieldCode="MM" term="%22Dendrites%22">Dendrites*</searchLink>/<searchLink fieldCode="MM" term="%22Dendrites+metabolism%22">metabolism</searchLink> <br /><searchLink fieldCode="MM" term="%22Cortical+Spreading+Depression%22">Cortical Spreading Depression*</searchLink>/<searchLink fieldCode="MM" term="%22Cortical+Spreading+Depression+physiology%22">physiology</searchLink> <br /><searchLink fieldCode="MM" term="%22Brain+Ischemia%22">Brain Ischemia*</searchLink>/<searchLink fieldCode="MM" term="%22Brain+Ischemia+physiopathology%22">physiopathology</searchLink> <br /><searchLink fieldCode="MM" term="%22Brain+Ischemia%22">Brain Ischemia*</searchLink>/<searchLink fieldCode="MM" term="%22Brain+Ischemia+metabolism%22">metabolism</searchLink> <br /><searchLink fieldCode="MM" term="%22Models%2C+Neurological%22">Models, Neurological*</searchLink><br /><searchLink fieldCode="MH" term="%22Pyramidal+Cells%22">Pyramidal Cells</searchLink>/<searchLink fieldCode="MH" term="%22Pyramidal+Cells+physiology%22">physiology</searchLink> ; <searchLink fieldCode="MH" term="%22Calcium%22">Calcium</searchLink>/<searchLink fieldCode="MH" term="%22Calcium+metabolism%22">metabolism</searchLink> ; <searchLink fieldCode="MH" term="%22Potassium%22">Potassium</searchLink>/<searchLink fieldCode="MH" term="%22Potassium+metabolism%22">metabolism</searchLink> ; <searchLink fieldCode="MH" term="%22CA1+Region%2C+Hippocampal%22">CA1 Region, Hippocampal</searchLink>/<searchLink fieldCode="MH" term="%22CA1+Region%2C+Hippocampal+physiopathology%22">physiopathology</searchLink> ; <searchLink fieldCode="MH" term="%22Animals%22">Animals</searchLink> ; <searchLink fieldCode="MH" term="%22Computer+Simulation%22">Computer Simulation</searchLink> ; <searchLink fieldCode="MH" term="%22Computational+Biology%22">Computational Biology</searchLink> ; <searchLink fieldCode="MH" term="%22Humans%22">Humans</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: Ischemia, whether abrupt or chronic, limits ATP production and disrupts ATP-dependent homeostatic mechanisms, leading to alterations in both intracellular and extracellular ion concentrations. Inadequate neuronal ATP triggers K+ release and increased extracellular K+ depolarizes neurons, leading to additional K+ release; this positive feedback phenomenon is known as spreading depolarization (SD). When the depolarizing effects are strong enough, the cells undergo depolarization blockade, known as spreading depression. Excess extracellular K+ increases energy demand from the Na+-K+ pump, producing a pathological confluence of increased demand with reduced delivery of energy. The resulting changes have profound effects at subcellular, cellular, and network scales of brain function. We hypothesized that consequences of ischemic or SD homeostatic failure would differ on the subcellular scale, with differences between disjunct dendritic regions of a hippocampal CA1 pyramidal neuron. To evaluate the interplay between morphology and ion concentrations, we used a mechanistic simulation incorporating neuronal morphology, pumps, exchangers, voltage-, and Ca2+-sensitive ion channels. In both cases, calcium accumulation was greatest in the basal dendrites, suggesting these dendrites would show the greatest effects of excitotoxicity. By contrast, in ischemia, but not in SD, distal apical dendrites were exposed to greater intracellular chloride concentrations, which may lead to dendritic beading.<br /> (Copyright: © 2026 Newton et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.) – Name: Abstract Label: Competing Interests Group: Ab Data: The authors have declared that no competing interests exist. – Name: Comment Label: Comments Group: Commnt Data: Update of: bioRxiv. 2025 Sep 24:2025.09.22.677786. doi: 10.1101/2025.09.22.677786.. 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(PMID: <searchLink fieldCode="PM" term="%2211427692%22">11427692)</searchLink> – Name: GrantInfo Label: Grant Information Group: Grant Data: R01 MH086638 United States MH NIMH NIH HHS – Name: NumberCAS Label: Substance Nomenclature Group: ID Data: SY7Q814VUP (Calcium)<br />RWP5GA015D (Potassium) – Name: DateEntry Label: Entry Date(s) Group: Date Data: <i>Date Created: </i>20260908 <i>Date Completed: </i>20260911 <i>Latest Revision: </i>20260915 – Name: DateUpdate Label: Update Code Group: Date Data: 20260915 – Name: PubmedCentralID Label: PubMed Central ID Group: ID Data: PMC13568529 – Name: DOI Label: DOI Group: ID Data: 10.1371/journal.pcbi.1014701 – Name: AN Label: PMID Group: ID Data: 42709853 |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1371/journal.pcbi.1014701 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e1014701 Subjects: – SubjectFull: Pyramidal Cells physiology Type: general – SubjectFull: Calcium metabolism Type: general – SubjectFull: Potassium metabolism Type: general – SubjectFull: CA1 Region, Hippocampal physiopathology Type: general – SubjectFull: Animals Type: general – SubjectFull: Computer Simulation Type: general – SubjectFull: Computational Biology Type: general – SubjectFull: Humans Type: general – SubjectFull: Dendrites physiology Type: general – SubjectFull: Dendrites metabolism Type: general – SubjectFull: Cortical Spreading Depression physiology Type: general – SubjectFull: Brain Ischemia physiopathology Type: general – SubjectFull: Brain Ischemia metabolism Type: general – SubjectFull: Models, Neurological Type: general Titles: – TitleFull: Computer models predict differential dendritic vulnerability with ischemia and spreading depression. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Newton AJH – PersonEntity: Name: NameFull: Lytton WW – PersonEntity: Name: NameFull: DiStasio M – PersonEntity: Name: NameFull: McDougal RA IsPartOfRelationships: – BibEntity: Dates: – D: 08 M: 09 Text: 2026 Sep 08 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1553-7358 Numbering: – Type: volume Value: 22 – Type: issue Value: 9 Titles: – TitleFull: PLoS computational biology Type: main |
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