Arum Choi, Dayeon Bak, Ah-Ra Cho, Hosna Asma-Ull, Yoonho Nam, Hyun Gi Kim
{"title":"新生儿脑血管周围空间容量与24个月时神经发育结局之间关系的初步研究。","authors":"Arum Choi, Dayeon Bak, Ah-Ra Cho, Hosna Asma-Ull, Yoonho Nam, Hyun Gi Kim","doi":"10.1186/s12880-025-01912-w","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Perivascular space (PVS) has recently gained attention as a neurological indicator. However, there is still limited research on the relationship between basal ganglia PVS (BG-PVS) volume and neurodevelopmental outcome of neonates. Therefore, this pilot study aimed to investigate the association between BG-PVS volume of neonates at term-equivalent age and their neurodevelopmental outcome at 24 months.</p><p><strong>Methods: </strong>This single-center retrospective pilot study included neonates who underwent brain MRI between 2019 and 2022 at term-equivalent age and had neurodevelopmental assessment at 24 months using Bayley Scales of infant development third (Bayley-III). Sample size was determined by feasibility constraints with recruitment of available neonates from our clinical population. BG-PVS volume was extracted from brain MRI using 3D T2-weighted images through a combination of computational processing and manual refinement. Multiple linear regression models were used to examine the associations between BG-PVS volume and three Bayley-III scores (cognitive, language, and motor), adjusting for postmenstrual age. BG-PVS volumes between neonates with normal and delayed development were compared using Wilcoxon rank-sum tests with False Discovery Rate correction for multiple comparisons.</p><p><strong>Results: </strong>A total of 14 neonates were included (8 [57%] males; median gestational age, 246 [243-254] days). There were negative associations between BG-PVS volume and cognitive (coefficient = -0.70, P = 0.04), language (coefficient = -0.69, P = 0.01), and motor (coefficient = -0.71, P = 0.02) development scores. Neonates with delayed development showed larger BG-PVS volumes compared to those with normal development for language (38 [27-45] mm³ vs. 18 [17-25] mm³, P = 0.02) and motor domains (50 [49-51] mm³ vs. 26 [20-36] mm³, P = 0.02). BG-PVS volume was larger in neonates with delayed cognitive development compared to those with normal development, but the difference was not significant (49 [40-50] mm³ vs. 25 [20-36] mm³, P = 0.06).</p><p><strong>Conclusion: </strong>In this pilot study, larger BG-PVS volume in neonates at term-equivalent age was associated with poorer developmental outcomes at 24 months. These preliminary findings suggest that BG-PVS volume may warrant further investigation as a potential early imaging biomarker for neurodevelopmental risk assessment in neonates, though larger studies are needed to confirm these associations.</p>","PeriodicalId":9020,"journal":{"name":"BMC Medical Imaging","volume":"25 1","pages":"387"},"PeriodicalIF":3.2000,"publicationDate":"2025-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12465250/pdf/","citationCount":"0","resultStr":"{\"title\":\"Pilot study of association between neonatal brain perivascular space volume and neurodevelopmental outcomes at 24 months.\",\"authors\":\"Arum Choi, Dayeon Bak, Ah-Ra Cho, Hosna Asma-Ull, Yoonho Nam, Hyun Gi Kim\",\"doi\":\"10.1186/s12880-025-01912-w\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>Perivascular space (PVS) has recently gained attention as a neurological indicator. However, there is still limited research on the relationship between basal ganglia PVS (BG-PVS) volume and neurodevelopmental outcome of neonates. Therefore, this pilot study aimed to investigate the association between BG-PVS volume of neonates at term-equivalent age and their neurodevelopmental outcome at 24 months.</p><p><strong>Methods: </strong>This single-center retrospective pilot study included neonates who underwent brain MRI between 2019 and 2022 at term-equivalent age and had neurodevelopmental assessment at 24 months using Bayley Scales of infant development third (Bayley-III). Sample size was determined by feasibility constraints with recruitment of available neonates from our clinical population. BG-PVS volume was extracted from brain MRI using 3D T2-weighted images through a combination of computational processing and manual refinement. Multiple linear regression models were used to examine the associations between BG-PVS volume and three Bayley-III scores (cognitive, language, and motor), adjusting for postmenstrual age. BG-PVS volumes between neonates with normal and delayed development were compared using Wilcoxon rank-sum tests with False Discovery Rate correction for multiple comparisons.</p><p><strong>Results: </strong>A total of 14 neonates were included (8 [57%] males; median gestational age, 246 [243-254] days). There were negative associations between BG-PVS volume and cognitive (coefficient = -0.70, P = 0.04), language (coefficient = -0.69, P = 0.01), and motor (coefficient = -0.71, P = 0.02) development scores. Neonates with delayed development showed larger BG-PVS volumes compared to those with normal development for language (38 [27-45] mm³ vs. 18 [17-25] mm³, P = 0.02) and motor domains (50 [49-51] mm³ vs. 26 [20-36] mm³, P = 0.02). BG-PVS volume was larger in neonates with delayed cognitive development compared to those with normal development, but the difference was not significant (49 [40-50] mm³ vs. 25 [20-36] mm³, P = 0.06).</p><p><strong>Conclusion: </strong>In this pilot study, larger BG-PVS volume in neonates at term-equivalent age was associated with poorer developmental outcomes at 24 months. These preliminary findings suggest that BG-PVS volume may warrant further investigation as a potential early imaging biomarker for neurodevelopmental risk assessment in neonates, though larger studies are needed to confirm these associations.</p>\",\"PeriodicalId\":9020,\"journal\":{\"name\":\"BMC Medical Imaging\",\"volume\":\"25 1\",\"pages\":\"387\"},\"PeriodicalIF\":3.2000,\"publicationDate\":\"2025-09-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12465250/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"BMC Medical Imaging\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s12880-025-01912-w\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Medical Imaging","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12880-025-01912-w","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
Pilot study of association between neonatal brain perivascular space volume and neurodevelopmental outcomes at 24 months.
Introduction: Perivascular space (PVS) has recently gained attention as a neurological indicator. However, there is still limited research on the relationship between basal ganglia PVS (BG-PVS) volume and neurodevelopmental outcome of neonates. Therefore, this pilot study aimed to investigate the association between BG-PVS volume of neonates at term-equivalent age and their neurodevelopmental outcome at 24 months.
Methods: This single-center retrospective pilot study included neonates who underwent brain MRI between 2019 and 2022 at term-equivalent age and had neurodevelopmental assessment at 24 months using Bayley Scales of infant development third (Bayley-III). Sample size was determined by feasibility constraints with recruitment of available neonates from our clinical population. BG-PVS volume was extracted from brain MRI using 3D T2-weighted images through a combination of computational processing and manual refinement. Multiple linear regression models were used to examine the associations between BG-PVS volume and three Bayley-III scores (cognitive, language, and motor), adjusting for postmenstrual age. BG-PVS volumes between neonates with normal and delayed development were compared using Wilcoxon rank-sum tests with False Discovery Rate correction for multiple comparisons.
Results: A total of 14 neonates were included (8 [57%] males; median gestational age, 246 [243-254] days). There were negative associations between BG-PVS volume and cognitive (coefficient = -0.70, P = 0.04), language (coefficient = -0.69, P = 0.01), and motor (coefficient = -0.71, P = 0.02) development scores. Neonates with delayed development showed larger BG-PVS volumes compared to those with normal development for language (38 [27-45] mm³ vs. 18 [17-25] mm³, P = 0.02) and motor domains (50 [49-51] mm³ vs. 26 [20-36] mm³, P = 0.02). BG-PVS volume was larger in neonates with delayed cognitive development compared to those with normal development, but the difference was not significant (49 [40-50] mm³ vs. 25 [20-36] mm³, P = 0.06).
Conclusion: In this pilot study, larger BG-PVS volume in neonates at term-equivalent age was associated with poorer developmental outcomes at 24 months. These preliminary findings suggest that BG-PVS volume may warrant further investigation as a potential early imaging biomarker for neurodevelopmental risk assessment in neonates, though larger studies are needed to confirm these associations.
期刊介绍:
BMC Medical Imaging is an open access journal publishing original peer-reviewed research articles in the development, evaluation, and use of imaging techniques and image processing tools to diagnose and manage disease.