Bernard Ng, Shinya Tasaki, Kelsey M. Greathouse, Courtney K. Walker, Ada Zhang, Sydney Covitz, Matt Cieslak, Audrey J. Weber, Ashley B. Adamson, Julia P. Andrade, Emily H. Poovey, Kendall A. Curtis, Hamad M. Muhammad, Jakob Seidlitz, Ted Satterthwaite, David A. Bennett, Nicholas T. Seyfried, Jacob Vogel, Chris Gaiteri, Jeremy H. Herskowitz
{"title":"跨生物物理尺度的整合确定了人脑连通性中人与人之间差异的分子和细胞相关性","authors":"Bernard Ng, Shinya Tasaki, Kelsey M. Greathouse, Courtney K. Walker, Ada Zhang, Sydney Covitz, Matt Cieslak, Audrey J. Weber, Ashley B. Adamson, Julia P. Andrade, Emily H. Poovey, Kendall A. Curtis, Hamad M. Muhammad, Jakob Seidlitz, Ted Satterthwaite, David A. Bennett, Nicholas T. Seyfried, Jacob Vogel, Chris Gaiteri, Jeremy H. Herskowitz","doi":"10.1038/s41593-024-01788-z","DOIUrl":null,"url":null,"abstract":"Brain connectivity arises from interactions across biophysical scales, ranging from molecular to cellular to anatomical to network level. To date, there has been little progress toward integrated analysis across these scales. To bridge this gap, from a unique cohort of 98 individuals, we collected antemortem neuroimaging and genetic data, as well as postmortem dendritic spine morphometric, proteomic and gene expression data from the superior frontal and inferior temporal gyri. Through the integration of the molecular and dendritic spine morphology data, we identified hundreds of proteins that explain interindividual differences in functional connectivity and structural covariation. These proteins are enriched for synaptic structures and functions, energy metabolism and RNA processing. By integrating data at the genetic, molecular, subcellular and tissue levels, we link specific biochemical changes at synapses to connectivity between brain regions. These results demonstrate the feasibility of integrating data from vastly different biophysical scales to provide a more comprehensive understanding of brain connectivity. Integration of postmortem molecular and dendritic spine morphological measurements enables the detection of microscale molecules associated with person-to-person variability in macroscale brain connectivity estimated from antemortem neuroimaging.","PeriodicalId":21,"journal":{"name":"ACS Nano","volume":null,"pages":null},"PeriodicalIF":15.8000,"publicationDate":"2024-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s41593-024-01788-z.pdf","citationCount":"0","resultStr":"{\"title\":\"Integration across biophysical scales identifies molecular and cellular correlates of person-to-person variability in human brain connectivity\",\"authors\":\"Bernard Ng, Shinya Tasaki, Kelsey M. Greathouse, Courtney K. Walker, Ada Zhang, Sydney Covitz, Matt Cieslak, Audrey J. Weber, Ashley B. Adamson, Julia P. Andrade, Emily H. Poovey, Kendall A. Curtis, Hamad M. Muhammad, Jakob Seidlitz, Ted Satterthwaite, David A. Bennett, Nicholas T. Seyfried, Jacob Vogel, Chris Gaiteri, Jeremy H. Herskowitz\",\"doi\":\"10.1038/s41593-024-01788-z\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Brain connectivity arises from interactions across biophysical scales, ranging from molecular to cellular to anatomical to network level. To date, there has been little progress toward integrated analysis across these scales. To bridge this gap, from a unique cohort of 98 individuals, we collected antemortem neuroimaging and genetic data, as well as postmortem dendritic spine morphometric, proteomic and gene expression data from the superior frontal and inferior temporal gyri. Through the integration of the molecular and dendritic spine morphology data, we identified hundreds of proteins that explain interindividual differences in functional connectivity and structural covariation. These proteins are enriched for synaptic structures and functions, energy metabolism and RNA processing. By integrating data at the genetic, molecular, subcellular and tissue levels, we link specific biochemical changes at synapses to connectivity between brain regions. These results demonstrate the feasibility of integrating data from vastly different biophysical scales to provide a more comprehensive understanding of brain connectivity. Integration of postmortem molecular and dendritic spine morphological measurements enables the detection of microscale molecules associated with person-to-person variability in macroscale brain connectivity estimated from antemortem neuroimaging.\",\"PeriodicalId\":21,\"journal\":{\"name\":\"ACS Nano\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":15.8000,\"publicationDate\":\"2024-10-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.nature.com/articles/s41593-024-01788-z.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACS Nano\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.nature.com/articles/s41593-024-01788-z\",\"RegionNum\":1,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CHEMISTRY, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Nano","FirstCategoryId":"3","ListUrlMain":"https://www.nature.com/articles/s41593-024-01788-z","RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
Integration across biophysical scales identifies molecular and cellular correlates of person-to-person variability in human brain connectivity
Brain connectivity arises from interactions across biophysical scales, ranging from molecular to cellular to anatomical to network level. To date, there has been little progress toward integrated analysis across these scales. To bridge this gap, from a unique cohort of 98 individuals, we collected antemortem neuroimaging and genetic data, as well as postmortem dendritic spine morphometric, proteomic and gene expression data from the superior frontal and inferior temporal gyri. Through the integration of the molecular and dendritic spine morphology data, we identified hundreds of proteins that explain interindividual differences in functional connectivity and structural covariation. These proteins are enriched for synaptic structures and functions, energy metabolism and RNA processing. By integrating data at the genetic, molecular, subcellular and tissue levels, we link specific biochemical changes at synapses to connectivity between brain regions. These results demonstrate the feasibility of integrating data from vastly different biophysical scales to provide a more comprehensive understanding of brain connectivity. Integration of postmortem molecular and dendritic spine morphological measurements enables the detection of microscale molecules associated with person-to-person variability in macroscale brain connectivity estimated from antemortem neuroimaging.
期刊介绍:
ACS Nano, published monthly, serves as an international forum for comprehensive articles on nanoscience and nanotechnology research at the intersections of chemistry, biology, materials science, physics, and engineering. The journal fosters communication among scientists in these communities, facilitating collaboration, new research opportunities, and advancements through discoveries. ACS Nano covers synthesis, assembly, characterization, theory, and simulation of nanostructures, nanobiotechnology, nanofabrication, methods and tools for nanoscience and nanotechnology, and self- and directed-assembly. Alongside original research articles, it offers thorough reviews, perspectives on cutting-edge research, and discussions envisioning the future of nanoscience and nanotechnology.