Susie Huang, Hansol Lee, Yixin Ma, Kwok-Shing Chan, Eva Krijnen, Laleh Eskandarian, Aneri Bhatt, Julianna Gerold, Mirsad Mahmutovic, Oula Puonti, Xiangrui Zeng, Lucas Jacob Deden Binder, Bruce Fischl, Boris Keil, Gabriel Ramos-Llordén, Eric Klawiter, Hong-Hsi Lee
{"title":"使用新一代超高梯度扩散MRI可视化人脑皮层层状结构。","authors":"Susie Huang, Hansol Lee, Yixin Ma, Kwok-Shing Chan, Eva Krijnen, Laleh Eskandarian, Aneri Bhatt, Julianna Gerold, Mirsad Mahmutovic, Oula Puonti, Xiangrui Zeng, Lucas Jacob Deden Binder, Bruce Fischl, Boris Keil, Gabriel Ramos-Llordén, Eric Klawiter, Hong-Hsi Lee","doi":"10.21203/rs.3.rs-6724971/v1","DOIUrl":null,"url":null,"abstract":"<p><p>Characterizing cortical laminar microstructure is essential for understanding human brain function. Leveraging the next-generation Connectome MRI scanner (maximum gradient strength = 500mT/m, slew rate = 600T/m/s), we characterized <i>in vivo</i> cortical laminar cytoarchitecture and myeloarchitecture through cortical depth-dependent analyses of soma and neurite density imaging (SANDI) metrics derived from diffusion MRI, enhanced by a super-resolution technique. SANDI revealed distinct laminar profiles: intra-soma signal fraction <i>f</i> <sub><i>is</i></sub> peaked at ~ 55% cortical depth, while intra-neurite signal fraction <i>f</i> <sub><i>in</i></sub> increased toward deeper layers, consistent with histological patterns. The visual cortex exhibited higher intra-soma signal fraction <i>f</i> <sub><i>is</i></sub> than the motor cortex, particularly in deeper layers. Moreover, intra-soma signal fraction <i>f</i> <sub><i>is</i></sub> correlated positively with cortical curvature in superficial layers and negatively in deeper layers, indicating layer-specific relationships between microstructure and cortical geometry. These findings demonstrate the feasibility of noninvasively mapping cortical laminar architecture, offering a potential surrogate for histology and enabling future studies of normative and pathological brain organization using commercially available high-performance gradient MRI systems.</p>","PeriodicalId":519972,"journal":{"name":"Research square","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12204490/pdf/","citationCount":"0","resultStr":"{\"title\":\"Visualizing cortical laminar architecture in the living human brain using next-generation ultra-high-gradient diffusion MRI.\",\"authors\":\"Susie Huang, Hansol Lee, Yixin Ma, Kwok-Shing Chan, Eva Krijnen, Laleh Eskandarian, Aneri Bhatt, Julianna Gerold, Mirsad Mahmutovic, Oula Puonti, Xiangrui Zeng, Lucas Jacob Deden Binder, Bruce Fischl, Boris Keil, Gabriel Ramos-Llordén, Eric Klawiter, Hong-Hsi Lee\",\"doi\":\"10.21203/rs.3.rs-6724971/v1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Characterizing cortical laminar microstructure is essential for understanding human brain function. Leveraging the next-generation Connectome MRI scanner (maximum gradient strength = 500mT/m, slew rate = 600T/m/s), we characterized <i>in vivo</i> cortical laminar cytoarchitecture and myeloarchitecture through cortical depth-dependent analyses of soma and neurite density imaging (SANDI) metrics derived from diffusion MRI, enhanced by a super-resolution technique. SANDI revealed distinct laminar profiles: intra-soma signal fraction <i>f</i> <sub><i>is</i></sub> peaked at ~ 55% cortical depth, while intra-neurite signal fraction <i>f</i> <sub><i>in</i></sub> increased toward deeper layers, consistent with histological patterns. The visual cortex exhibited higher intra-soma signal fraction <i>f</i> <sub><i>is</i></sub> than the motor cortex, particularly in deeper layers. Moreover, intra-soma signal fraction <i>f</i> <sub><i>is</i></sub> correlated positively with cortical curvature in superficial layers and negatively in deeper layers, indicating layer-specific relationships between microstructure and cortical geometry. These findings demonstrate the feasibility of noninvasively mapping cortical laminar architecture, offering a potential surrogate for histology and enabling future studies of normative and pathological brain organization using commercially available high-performance gradient MRI systems.</p>\",\"PeriodicalId\":519972,\"journal\":{\"name\":\"Research square\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-06-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12204490/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Research square\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.21203/rs.3.rs-6724971/v1\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Research square","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.21203/rs.3.rs-6724971/v1","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Visualizing cortical laminar architecture in the living human brain using next-generation ultra-high-gradient diffusion MRI.
Characterizing cortical laminar microstructure is essential for understanding human brain function. Leveraging the next-generation Connectome MRI scanner (maximum gradient strength = 500mT/m, slew rate = 600T/m/s), we characterized in vivo cortical laminar cytoarchitecture and myeloarchitecture through cortical depth-dependent analyses of soma and neurite density imaging (SANDI) metrics derived from diffusion MRI, enhanced by a super-resolution technique. SANDI revealed distinct laminar profiles: intra-soma signal fraction fis peaked at ~ 55% cortical depth, while intra-neurite signal fraction fin increased toward deeper layers, consistent with histological patterns. The visual cortex exhibited higher intra-soma signal fraction fis than the motor cortex, particularly in deeper layers. Moreover, intra-soma signal fraction fis correlated positively with cortical curvature in superficial layers and negatively in deeper layers, indicating layer-specific relationships between microstructure and cortical geometry. These findings demonstrate the feasibility of noninvasively mapping cortical laminar architecture, offering a potential surrogate for histology and enabling future studies of normative and pathological brain organization using commercially available high-performance gradient MRI systems.