首页 > 最新文献

Developmental Neuroscience最新文献

英文 中文
Hippo Pathway in Schwann Cells and Regeneration of Peripheral Nervous System. 雪旺细胞的Hippo通路与周围神经系统的再生。
IF 2.9 4区 医学 Q2 DEVELOPMENTAL BIOLOGY Pub Date : 2023-01-01 Epub Date: 2023-04-20 DOI: 10.1159/000530621
Jingyuan Wang, Haofeng Chen, Wulei Hou, Qingjian Han, Zuoyun Wang

Hippo pathway is an evolutionarily conserved signaling pathway comprising a series of MST/LATS kinase complexes. Its key transcriptional coactivators YAP and TAZ regulate transcription factors such as TEAD family to direct gene expression. The regulation of Hippo pathway, especially the nuclear level change of YAP and TAZ, significantly influences the cell fate switching from proliferation to differentiation, regeneration, and postinjury repair. This review outlines the main findings of Hippo pathway in peripheral nerve development, regeneration, and tumorigenesis, especially the studies in Schwann cells. We also summarize other roles of Hippo pathway in damage repair of the peripheral nerve system and discuss the potential future research which probably contributes to novel therapeutic strategies.

Hippo通路是一种进化上保守的信号通路,包括一系列MST/LATS激酶复合物。其关键的转录辅激活因子YAP和TAZ调节转录因子如TEAD家族来指导基因表达。Hippo通路的调节,特别是YAP和TAZ的核水平变化,显著影响细胞从增殖到分化、再生和损伤后修复的命运转换。本文综述了Hippo通路在外周神经发育、再生和肿瘤发生中的主要发现,特别是对雪旺细胞的研究。我们还总结了Hippo通路在外周神经系统损伤修复中的其他作用,并讨论了可能有助于新的治疗策略的潜在未来研究。
{"title":"Hippo Pathway in Schwann Cells and Regeneration of Peripheral Nervous System.","authors":"Jingyuan Wang,&nbsp;Haofeng Chen,&nbsp;Wulei Hou,&nbsp;Qingjian Han,&nbsp;Zuoyun Wang","doi":"10.1159/000530621","DOIUrl":"10.1159/000530621","url":null,"abstract":"<p><p>Hippo pathway is an evolutionarily conserved signaling pathway comprising a series of MST/LATS kinase complexes. Its key transcriptional coactivators YAP and TAZ regulate transcription factors such as TEAD family to direct gene expression. The regulation of Hippo pathway, especially the nuclear level change of YAP and TAZ, significantly influences the cell fate switching from proliferation to differentiation, regeneration, and postinjury repair. This review outlines the main findings of Hippo pathway in peripheral nerve development, regeneration, and tumorigenesis, especially the studies in Schwann cells. We also summarize other roles of Hippo pathway in damage repair of the peripheral nerve system and discuss the potential future research which probably contributes to novel therapeutic strategies.</p>","PeriodicalId":50585,"journal":{"name":"Developmental Neuroscience","volume":" ","pages":"276-289"},"PeriodicalIF":2.9,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9426315","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Progesterone as a Neuroprotective Agent in Neonatal Hypoxic-Ischaemic Encephalopathy: A Systematic Review. 黄体酮作为新生儿缺氧缺血性脑病的神经保护剂:系统综述。
IF 2.9 4区 医学 Q2 DEVELOPMENTAL BIOLOGY Pub Date : 2023-01-01 DOI: 10.1159/000521540
Ming-Te Lee, Rosin McNicholas, Lawrence Miall, Nigel Simpson, Kevin C W Goss, Nicola J Robertson, Paul Chumas

Hypoxic-ischaemic encephalopathy (HIE) in the newborn baby is a major contributor to neonatal mortality and morbidity across the world. Therapeutic hypothermia (TH) is the current standard treatment for moderate to severe HIE, but not all babies benefit. Potential neuroprotective actions of progesterone (PROG) include anti-apoptotic, anti-inflammatory, and anti-oxidative effects and reduction of energy depletion, tissue/cellular oedema, and excitotoxicity. In pre-clinical studies of neonatal HIE, PROG has neuroprotective properties but has not been the subject of systematic review. Here, our objective was to evaluate the evidence base for PROG as a potential therapeutic agent in HIE. The PICO framework was used to define the following inclusion criteria. Population: human neonates with HIE/animal models of HIE; intervention: PROG +/- other agents; comparison: V.S. control; outcome: pathological, neurobehavioural, and mechanistic outcome measures. Medline, EMBASE, and CINHAL were then searched between August to October 2018 using pre-defined medical subject heading and keywords. Study inclusion, data extraction, and risk of bias (ROB) analysis using the SYRCLE ROB tool were carried out by two authors. 14 studies were included in the review. They typically displayed a high ROB. This systematic review suggests that PROG reduced neuropathology and reduced neurobehavioural deficits post-hypoxic-ischaemic (HI) insult in 8 and 3 studies, respectively. However, there was sex dimorphism in the effects of PROG. In addition, there are limitations and biases in these studies, and there remains a need for well-designed large pre-clinical studies with greater methodological quality to further inform the efficacy, safety, dose, timing, and frequency of PROG administration. With such data, large animal studies could be planned combining PROG administration with and without TH.

新生儿缺氧缺血性脑病(HIE)是全世界新生儿死亡率和发病率的主要原因。治疗性低温(TH)是目前中重度HIE的标准治疗方法,但并非所有婴儿都受益。黄体酮(PROG)的潜在神经保护作用包括抗凋亡、抗炎和抗氧化作用,以及减少能量消耗、组织/细胞水肿和兴奋毒性。在新生儿HIE的临床前研究中,PROG具有神经保护作用,但尚未进行系统评价。在这里,我们的目的是评估PROG作为HIE潜在治疗剂的证据基础。PICO框架用于定义以下纳入标准。人群:HIE新生儿/ HIE动物模型;干预:PROG +/-其他药物;比较:vs控制;结果:病理、神经行为和机械性结果测量。然后在2018年8月至10月期间使用预定义的医学主题标题和关键词检索Medline、EMBASE和CINHAL。研究纳入、数据提取和偏倚风险(ROB)分析由两位作者使用sycle ROB工具进行。本综述纳入了14项研究。他们通常表现出较高的ROB。该系统综述表明,PROG分别在8项和3项研究中减少了缺氧缺血性损伤后的神经病理和神经行为缺陷。然而,PROG的作用存在性别二态性。此外,这些研究存在局限性和偏倚,仍然需要设计良好、方法学质量更高的大型临床前研究,以进一步了解PROG给药的有效性、安全性、剂量、时间和频率。有了这些数据,可以计划将PROG与TH联合或不联合进行大型动物研究。
{"title":"Progesterone as a Neuroprotective Agent in Neonatal Hypoxic-Ischaemic Encephalopathy: A Systematic Review.","authors":"Ming-Te Lee,&nbsp;Rosin McNicholas,&nbsp;Lawrence Miall,&nbsp;Nigel Simpson,&nbsp;Kevin C W Goss,&nbsp;Nicola J Robertson,&nbsp;Paul Chumas","doi":"10.1159/000521540","DOIUrl":"https://doi.org/10.1159/000521540","url":null,"abstract":"<p><p>Hypoxic-ischaemic encephalopathy (HIE) in the newborn baby is a major contributor to neonatal mortality and morbidity across the world. Therapeutic hypothermia (TH) is the current standard treatment for moderate to severe HIE, but not all babies benefit. Potential neuroprotective actions of progesterone (PROG) include anti-apoptotic, anti-inflammatory, and anti-oxidative effects and reduction of energy depletion, tissue/cellular oedema, and excitotoxicity. In pre-clinical studies of neonatal HIE, PROG has neuroprotective properties but has not been the subject of systematic review. Here, our objective was to evaluate the evidence base for PROG as a potential therapeutic agent in HIE. The PICO framework was used to define the following inclusion criteria. Population: human neonates with HIE/animal models of HIE; intervention: PROG +/- other agents; comparison: V.S. control; outcome: pathological, neurobehavioural, and mechanistic outcome measures. Medline, EMBASE, and CINHAL were then searched between August to October 2018 using pre-defined medical subject heading and keywords. Study inclusion, data extraction, and risk of bias (ROB) analysis using the SYRCLE ROB tool were carried out by two authors. 14 studies were included in the review. They typically displayed a high ROB. This systematic review suggests that PROG reduced neuropathology and reduced neurobehavioural deficits post-hypoxic-ischaemic (HI) insult in 8 and 3 studies, respectively. However, there was sex dimorphism in the effects of PROG. In addition, there are limitations and biases in these studies, and there remains a need for well-designed large pre-clinical studies with greater methodological quality to further inform the efficacy, safety, dose, timing, and frequency of PROG administration. With such data, large animal studies could be planned combining PROG administration with and without TH.</p>","PeriodicalId":50585,"journal":{"name":"Developmental Neuroscience","volume":"45 2","pages":"76-93"},"PeriodicalIF":2.9,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10129034/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9677788","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Carvedilol Reduces the Neuronal Apoptosis after Ischemic Stroke by Modulating Activator of Transcription 3 Expression in vitro. 卡维地洛通过调控转录激活因子3的表达减少缺血性脑卒中后神经元的凋亡。
IF 2.9 4区 医学 Q2 DEVELOPMENTAL BIOLOGY Pub Date : 2023-01-01 DOI: 10.1159/000527484
Zhao Zheng, Fei Hou, Guodong He, Fengfeng Jiang, Xiang Bao, Minfeng Tong

Cerebral ischemia is divided into local cerebral ischemia and diffuse cerebral ischemia. The etiology of localized cerebral ischemia includes middle cerebral artery embolism; stenosis, occlusion, or thrombosis of extracranial internal carotid artery or vertebral artery; and cerebral artery spasm. The causes of diffuse cerebral ischemia include cardiac arrest, hypotension, anemia, and hypoglycemia. However, the underlying mechanism is still unclear. In this study, we demonstrated that activator of transcription 3 (ATF3) is a hubgene in IS by bioinformatics analysis. The expression of ATF3 was increased in PC12 cells with oxygen-glucose deprivation/reoxygenation (OGD/R) treatment. ATF3 deficiency inhibited cell viability and induced cell apoptosis, whereas ATF3 overexpression showed the opposite role in cell viability and cell apoptosis. Moreover, Carvedilol as a compound targeting ATF3 also facilitated cell viability and reduced cell apoptosis. ATF3 deficiency retarded the increase in cell viability and inhibition of cell apoptosis in OGD/R-PC12 cells with Carvedilol treatment. Additionally, the decreased Bax and cleaved caspase-3 were released in OGD/R-PC12 cells with Carvedilol and siATF3 treatment, while Bcl-2 expression was inhibited in OGD/R-PC12 cells with Carvedilol and siATF3 treatment. In conclusion, Carvedilol may be a key compound targeting ATF3 in OGD/R-PC12 cells. Graphical Abstract: Carvedilol positively regulated cell viability and negatively regulated cell apoptosis in OGD/R-PC12 cells by inhibition of ATF3.

脑缺血分为局部脑缺血和弥漫性脑缺血。局部脑缺血的病因包括大脑中动脉栓塞;颅内外颈内动脉或椎动脉狭窄、闭塞或血栓形成;还有脑动脉痉挛。引起弥漫性脑缺血的原因包括心脏骤停、低血压、贫血和低血糖。然而,其潜在机制尚不清楚。在本研究中,我们通过生物信息学分析证明了转录激活因子3 (activator of transcription, ATF3)是is中的一个hubgene。在氧-糖剥夺/再氧(OGD/R)处理的PC12细胞中,ATF3的表达增加。ATF3缺乏抑制细胞活力,诱导细胞凋亡,而ATF3过表达对细胞活力和细胞凋亡的作用相反。此外,卡维地洛作为靶向ATF3的化合物也能促进细胞活力,减少细胞凋亡。ATF3缺乏延缓了卡维地洛处理OGD/R-PC12细胞活力的增加和细胞凋亡的抑制。此外,卡维地洛和siATF3在OGD/R-PC12细胞中减少了Bax和裂解的caspase-3的释放,而卡维地洛和siATF3在OGD/R-PC12细胞中抑制了Bcl-2的表达。综上所述,卡维地洛可能是OGD/R-PC12细胞中靶向ATF3的关键化合物。摘要:卡维地洛通过抑制ATF3正向调节OGD/R-PC12细胞活力,负向调节细胞凋亡。
{"title":"Carvedilol Reduces the Neuronal Apoptosis after Ischemic Stroke by Modulating Activator of Transcription 3 Expression in vitro.","authors":"Zhao Zheng,&nbsp;Fei Hou,&nbsp;Guodong He,&nbsp;Fengfeng Jiang,&nbsp;Xiang Bao,&nbsp;Minfeng Tong","doi":"10.1159/000527484","DOIUrl":"https://doi.org/10.1159/000527484","url":null,"abstract":"<p><p>Cerebral ischemia is divided into local cerebral ischemia and diffuse cerebral ischemia. The etiology of localized cerebral ischemia includes middle cerebral artery embolism; stenosis, occlusion, or thrombosis of extracranial internal carotid artery or vertebral artery; and cerebral artery spasm. The causes of diffuse cerebral ischemia include cardiac arrest, hypotension, anemia, and hypoglycemia. However, the underlying mechanism is still unclear. In this study, we demonstrated that activator of transcription 3 (ATF3) is a hubgene in IS by bioinformatics analysis. The expression of ATF3 was increased in PC12 cells with oxygen-glucose deprivation/reoxygenation (OGD/R) treatment. ATF3 deficiency inhibited cell viability and induced cell apoptosis, whereas ATF3 overexpression showed the opposite role in cell viability and cell apoptosis. Moreover, Carvedilol as a compound targeting ATF3 also facilitated cell viability and reduced cell apoptosis. ATF3 deficiency retarded the increase in cell viability and inhibition of cell apoptosis in OGD/R-PC12 cells with Carvedilol treatment. Additionally, the decreased Bax and cleaved caspase-3 were released in OGD/R-PC12 cells with Carvedilol and siATF3 treatment, while Bcl-2 expression was inhibited in OGD/R-PC12 cells with Carvedilol and siATF3 treatment. In conclusion, Carvedilol may be a key compound targeting ATF3 in OGD/R-PC12 cells. Graphical Abstract: Carvedilol positively regulated cell viability and negatively regulated cell apoptosis in OGD/R-PC12 cells by inhibition of ATF3.</p>","PeriodicalId":50585,"journal":{"name":"Developmental Neuroscience","volume":"45 2","pages":"94-104"},"PeriodicalIF":2.9,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10129023/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9728282","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of Macrocephaly, as an Isolated Trait, on EEG Signal as Measured by Spectral Power and Multiscale Entropy during the First Year of Life. 大头畸形作为一种孤立的特征,对生命第一年用谱功率和多尺度熵测量的脑电信号的影响。
IF 2.9 4区 医学 Q2 DEVELOPMENTAL BIOLOGY Pub Date : 2023-01-01 DOI: 10.1159/000529722
Gabriela López-Arango, Florence Deguire, Kristian Agbogba, Élisabeth Audet-Duchesne, Marc-Antoine Boucher, Inga S Knoth, Ramy El-Jalbout, Amélie Damphousse, Samuel Kadoury, Sarah Lippé

Macrocephaly has been associated with neurodevelopmental disorders; however, it has been mainly studied in the context of pathological or high-risk populations and little is known about its impact, as an isolated trait, on brain development in general population. Electroencephalographic (EEG) power spectral density (PSD) and signal complexity have shown to be sensitive to neurodevelopment and its alterations. We aimed to investigate the impact of macrocephaly, as an isolated trait, on EEG signal as measured by PSD and multiscale entropy during the first year of life. We recorded high-density EEG resting-state activity of 74 healthy full-term infants, 50 control (26 girls), and 24 macrocephalic (12 girls) aged between 3 and 11 months. We used linear regression models to assess group and age effects on EEG PSD and signal complexity. Sex and brain volume measures, obtained via a 3D transfontanellar ultrasound, were also included into the models to evaluate their contribution. Our results showed lower PSD of the low alpha (8-10 Hz) frequency band and lower complexity in the macrocephalic group compared to the control group. In addition, we found an increase in low alpha (8.5-10 Hz) PSD and in the complexity index with age. These findings suggest that macrocephaly as an isolated trait has a significant impact on brain activity during the first year of life.

大头畸形与神经发育障碍有关;然而,它主要是在病理或高危人群的背景下研究的,很少知道它的影响,作为一个孤立的特征,对一般人群的大脑发育。脑电图(EEG)功率谱密度(PSD)和信号复杂性对神经发育及其变化非常敏感。我们的目的是研究大头畸形作为一种孤立的特征,对生命第一年用PSD和多尺度熵测量的脑电图信号的影响。我们记录了74例3 ~ 11月龄的健康足月婴儿、50例对照组(26例女婴)和24例大头畸形婴儿(12例女婴)的高密度脑电图静息状态活动。我们使用线性回归模型来评估分组和年龄对脑电图PSD和信号复杂性的影响。通过三维经囟门超声获得的性别和脑容量测量也包括在模型中,以评估它们的贡献。我们的研究结果显示,与对照组相比,大头畸形组低α (8-10 Hz)频段的PSD较低,复杂性较低。此外,我们发现低α (8.5-10 Hz) PSD和复杂性指数随年龄的增长而增加。这些发现表明,大头畸形作为一种孤立的特征,在生命的第一年对大脑活动有重大影响。
{"title":"Impact of Macrocephaly, as an Isolated Trait, on EEG Signal as Measured by Spectral Power and Multiscale Entropy during the First Year of Life.","authors":"Gabriela López-Arango,&nbsp;Florence Deguire,&nbsp;Kristian Agbogba,&nbsp;Élisabeth Audet-Duchesne,&nbsp;Marc-Antoine Boucher,&nbsp;Inga S Knoth,&nbsp;Ramy El-Jalbout,&nbsp;Amélie Damphousse,&nbsp;Samuel Kadoury,&nbsp;Sarah Lippé","doi":"10.1159/000529722","DOIUrl":"https://doi.org/10.1159/000529722","url":null,"abstract":"<p><p>Macrocephaly has been associated with neurodevelopmental disorders; however, it has been mainly studied in the context of pathological or high-risk populations and little is known about its impact, as an isolated trait, on brain development in general population. Electroencephalographic (EEG) power spectral density (PSD) and signal complexity have shown to be sensitive to neurodevelopment and its alterations. We aimed to investigate the impact of macrocephaly, as an isolated trait, on EEG signal as measured by PSD and multiscale entropy during the first year of life. We recorded high-density EEG resting-state activity of 74 healthy full-term infants, 50 control (26 girls), and 24 macrocephalic (12 girls) aged between 3 and 11 months. We used linear regression models to assess group and age effects on EEG PSD and signal complexity. Sex and brain volume measures, obtained via a 3D transfontanellar ultrasound, were also included into the models to evaluate their contribution. Our results showed lower PSD of the low alpha (8-10 Hz) frequency band and lower complexity in the macrocephalic group compared to the control group. In addition, we found an increase in low alpha (8.5-10 Hz) PSD and in the complexity index with age. These findings suggest that macrocephaly as an isolated trait has a significant impact on brain activity during the first year of life.</p>","PeriodicalId":50585,"journal":{"name":"Developmental Neuroscience","volume":"45 4","pages":"210-222"},"PeriodicalIF":2.9,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9947385","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Cilia at the Crossroads of Tumor Treating Fields and Chemotherapy. 纤毛在肿瘤治疗领域和化疗的十字路口
IF 2.9 4区 医学 Q2 DEVELOPMENTAL BIOLOGY Pub Date : 2023-01-01 Epub Date: 2023-01-17 DOI: 10.1159/000529193
Loic P Deleyrolle, Matthew R Sarkisian

Glioblastoma (GBM), the most common and lethal primary brain tumor in adults, requires multi-treatment intervention which unfortunately barely shifts the needle in overall survival. The treatment options after diagnosis and surgical resection (if possible) include irradiation, temozolomide (TMZ) chemotherapy, and now tumor treating fields (TTFields). TTFields are electric fields delivered locoregionally to the head/tumor via a wearable medical device (Optune®). Overall, the concomitant treatment of TTFields and TMZ target tumor cells but spare normal cell types in the brain. Here, we examine whether primary cilia, microtubule-based "antennas" found on both normal brain cells and GBM cells, play specific roles in sensitizing tumor cells to treatment. We discuss evidence supporting GBM cilia being exploited by tumor cells to promote their growth and treatment resistance. We review how primary cilia on normal brain and GBM cells are affected by GBM treatments as monotherapy or concomitant modalities. We also focus on latest findings indicating a differential regulation of GBM ciliogenesis by TTFields and TMZ. Future studies await arrival of intracranial TTFields models to determine if GBM cilia carry a prognostic capacity.

胶质母细胞瘤(GBM)是成人最常见、最致命的原发性脑肿瘤,需要多种治疗干预,不幸的是,这种干预几乎无法改变总生存率。诊断和手术切除(如果可能的话)后的治疗选择包括放疗、替莫唑胺(TMZ)化疗,以及现在的肿瘤治疗领域(TTFields)。TTFields是通过可穿戴医疗设备(Optune®)局部输送到头部/肿瘤的电场。总的来说,TTFields和TMZ的联合治疗靶向肿瘤细胞,但保留了大脑中的正常细胞类型。在这里,我们研究了在正常脑细胞和GBM细胞上发现的初级纤毛,即基于微管的“天线”,是否在使肿瘤细胞对治疗敏感方面发挥特定作用。我们讨论了支持肿瘤细胞利用GBM纤毛促进其生长和抗治疗的证据。我们回顾了正常大脑和GBM细胞上的原发性纤毛如何受到GBM单药治疗或联合治疗的影响。我们还关注了TTFields和TMZ对GBM纤毛形成的差异调节的最新发现。未来的研究等待颅内TTFields模型的到来,以确定GBM纤毛是否具有预后能力。
{"title":"Cilia at the Crossroads of Tumor Treating Fields and Chemotherapy.","authors":"Loic P Deleyrolle, Matthew R Sarkisian","doi":"10.1159/000529193","DOIUrl":"10.1159/000529193","url":null,"abstract":"<p><p>Glioblastoma (GBM), the most common and lethal primary brain tumor in adults, requires multi-treatment intervention which unfortunately barely shifts the needle in overall survival. The treatment options after diagnosis and surgical resection (if possible) include irradiation, temozolomide (TMZ) chemotherapy, and now tumor treating fields (TTFields). TTFields are electric fields delivered locoregionally to the head/tumor via a wearable medical device (Optune®). Overall, the concomitant treatment of TTFields and TMZ target tumor cells but spare normal cell types in the brain. Here, we examine whether primary cilia, microtubule-based \"antennas\" found on both normal brain cells and GBM cells, play specific roles in sensitizing tumor cells to treatment. We discuss evidence supporting GBM cilia being exploited by tumor cells to promote their growth and treatment resistance. We review how primary cilia on normal brain and GBM cells are affected by GBM treatments as monotherapy or concomitant modalities. We also focus on latest findings indicating a differential regulation of GBM ciliogenesis by TTFields and TMZ. Future studies await arrival of intracranial TTFields models to determine if GBM cilia carry a prognostic capacity.</p>","PeriodicalId":50585,"journal":{"name":"Developmental Neuroscience","volume":"45 1","pages":"139-146"},"PeriodicalIF":2.9,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10233696/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44255276","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prospects and Pitfalls of Plasma Complement C4 in Schizophrenia: Building a Better Biomarker. 血浆补体C4在精神分裂症中的前景和陷阱:构建更好的生物标志物。
IF 2.9 4区 医学 Q2 DEVELOPMENTAL BIOLOGY Pub Date : 2023-01-01 Epub Date: 2023-09-21 DOI: 10.1159/000534185
Emily G Severance, Emese Prandovszky, Shuojia Yang, Flora Leister, Ashley Lea, Ching-Lien Wu, Ryad Tamouza, Marion Leboyer, Faith Dickerson, Robert H Yolken

Complex brain disorders like schizophrenia may have multifactorial origins related to mis-timed heritable and environmental factors interacting during neurodevelopment. Infections, inflammation, and autoimmune diseases are over-represented in schizophrenia leading to immune system-centered hypotheses. Complement component C4 is genetically and neurobiologically associated with schizophrenia, and its dual activity peripherally and in the brain makes it an exceptional target for biomarker development. Studies to evaluate the biomarker potential of plasma or serum C4 in schizophrenia do so to understand how peripheral C4 might reflect central nervous system-derived neuroinflammation, synapse pruning, and other mechanisms. This effort, however, has produced mostly conflicting results, with peripheral C4 sometimes elevated, reduced, or unchanged between comparison groups. We undertook a pilot biomarker development study to systematically identify sociodemographic, genetic, and immune-related variables (autoimmune, infection-related, gastrointestinal, inflammatory), which may be associated with plasma C4 levels in schizophrenia (SCH; n = 335) and/or in nonpsychiatric comparison subjects (NCs; n = 233). As with previously inconclusive studies, we detected no differences in plasma C4 levels between SCH and NCs. In contrast, levels of general inflammation, C-reactive protein (CRP), were significantly elevated in SCH compared to NCs (ANOVA, F = 20.74, p < 0.0001), suggestive that plasma C4 and CRP may reflect different sources or causes of inflammation. In multivariate regressions of C4 gene copy number variants, plasma C4 levels were correlated only for C4A (not C4B, C4L, C4S) and only in NCs (R Coeff = 0.39, CI = 0.01-0.77, R2 = 0.18, p < 0.01; not SCH). Other variables associated with plasma C4 levels only in NCs included sex, double-stranded DNA IgG, tissue-transglutaminase (TTG) IgG, and cytomegalovirus IgG. Toxoplasma gondii IgG was the only variable significantly correlated with plasma C4 in SCH but not in NCs. Many variables were associated with plasma C4 in both groups (body mass index, race, CRP, N-methyl-D-aspartate receptor (NMDAR) NR2 subunit IgG, TTG IgA, lipopolysaccharide-binding protein (LBP), and soluble CD14 (sCD14). While the direction of most C4 associations was positive, autoimmune markers tended to be inverse, and associated with reduced plasma C4 levels. When NMDAR-NR2 autoantibody-positive individuals were removed, plasma C4 was elevated in SCH versus NCs (ANOVA, F = 5.16, p < 0.02). Our study was exploratory and confirmation of the many variables associated with peripheral C4 requires replication. Our preliminary results point toward autoimmune factors and exposure to the pathogen, T. gondii, as possibly significant contributors to variability of total C4 protein levels in plasma of individuals with schizophrenia.

像精神分裂症这样的复杂大脑疾病可能有多因素的起源,与神经发育过程中不合时宜的遗传和环境因素相互作用有关。感染、炎症和自身免疫性疾病在精神分裂症中的代表性过高,导致了以免疫系统为中心的假设。补体成分C4在遗传和神经生物学上与精神分裂症有关,其在外周和大脑中的双重活性使其成为生物标志物开发的特殊靶点。评估精神分裂症患者血浆或血清C4生物标志物潜力的研究旨在了解外周C4如何反映中枢神经系统(CNS)衍生的神经炎症、突触修剪和其他机制。然而,这种努力产生了大多数相互矛盾的结果,在比较组之间,外周C4有时升高、降低或不变。我们进行了一项试点生物标志物开发研究,以系统地确定社会人口统计学、遗传和免疫相关变量(自身免疫、感染相关、胃肠道(GI)、炎症),这些变量可能与精神分裂症(SCH;n=335)和/或非精神病对照受试者(NCs;n=233)的血浆C4水平有关。与之前没有结论的研究一样,我们检测到SCH和NCs之间的血浆C4水平没有差异。相反,与NCs相比,SCH患者的一般炎症C反应蛋白(CRP)水平显著升高(ANOVA,F=20.74,p
{"title":"Prospects and Pitfalls of Plasma Complement C4 in Schizophrenia: Building a Better Biomarker.","authors":"Emily G Severance, Emese Prandovszky, Shuojia Yang, Flora Leister, Ashley Lea, Ching-Lien Wu, Ryad Tamouza, Marion Leboyer, Faith Dickerson, Robert H Yolken","doi":"10.1159/000534185","DOIUrl":"10.1159/000534185","url":null,"abstract":"<p><p>Complex brain disorders like schizophrenia may have multifactorial origins related to mis-timed heritable and environmental factors interacting during neurodevelopment. Infections, inflammation, and autoimmune diseases are over-represented in schizophrenia leading to immune system-centered hypotheses. Complement component C4 is genetically and neurobiologically associated with schizophrenia, and its dual activity peripherally and in the brain makes it an exceptional target for biomarker development. Studies to evaluate the biomarker potential of plasma or serum C4 in schizophrenia do so to understand how peripheral C4 might reflect central nervous system-derived neuroinflammation, synapse pruning, and other mechanisms. This effort, however, has produced mostly conflicting results, with peripheral C4 sometimes elevated, reduced, or unchanged between comparison groups. We undertook a pilot biomarker development study to systematically identify sociodemographic, genetic, and immune-related variables (autoimmune, infection-related, gastrointestinal, inflammatory), which may be associated with plasma C4 levels in schizophrenia (SCH; n = 335) and/or in nonpsychiatric comparison subjects (NCs; n = 233). As with previously inconclusive studies, we detected no differences in plasma C4 levels between SCH and NCs. In contrast, levels of general inflammation, C-reactive protein (CRP), were significantly elevated in SCH compared to NCs (ANOVA, F = 20.74, p &lt; 0.0001), suggestive that plasma C4 and CRP may reflect different sources or causes of inflammation. In multivariate regressions of C4 gene copy number variants, plasma C4 levels were correlated only for C4A (not C4B, C4L, C4S) and only in NCs (R Coeff = 0.39, CI = 0.01-0.77, R2 = 0.18, p &lt; 0.01; not SCH). Other variables associated with plasma C4 levels only in NCs included sex, double-stranded DNA IgG, tissue-transglutaminase (TTG) IgG, and cytomegalovirus IgG. Toxoplasma gondii IgG was the only variable significantly correlated with plasma C4 in SCH but not in NCs. Many variables were associated with plasma C4 in both groups (body mass index, race, CRP, N-methyl-D-aspartate receptor (NMDAR) NR2 subunit IgG, TTG IgA, lipopolysaccharide-binding protein (LBP), and soluble CD14 (sCD14). While the direction of most C4 associations was positive, autoimmune markers tended to be inverse, and associated with reduced plasma C4 levels. When NMDAR-NR2 autoantibody-positive individuals were removed, plasma C4 was elevated in SCH versus NCs (ANOVA, F = 5.16, p &lt; 0.02). Our study was exploratory and confirmation of the many variables associated with peripheral C4 requires replication. Our preliminary results point toward autoimmune factors and exposure to the pathogen, T. gondii, as possibly significant contributors to variability of total C4 protein levels in plasma of individuals with schizophrenia.</p>","PeriodicalId":50585,"journal":{"name":"Developmental Neuroscience","volume":" ","pages":"349-360"},"PeriodicalIF":2.9,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41174481","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Transcranial Magnetic Stimulation for Developmental Neuropsychiatric Disorders with Inflammation. 经颅磁刺激治疗伴有炎症的发育性神经精神疾病。
IF 2.9 4区 医学 Q2 DEVELOPMENTAL BIOLOGY Pub Date : 2023-01-01 Epub Date: 2023-11-09 DOI: 10.1159/000535103
Sandeep Vaishnavi

Background: Transcranial magnetic stimulation (TMS) is a noninvasive brain stimulation technique that may potentially be helpful for neuropsychiatric symptoms of developmental disorders with inflammatory aspects. TMS utilizes a varying magnetic field to induce electrical changes in the brain. Repetitive use of TMS modulates plasticity at multiple levels, particularly at the synapse and network level.

Summary: As inflammation can affect synaptic plasticity negatively, TMS may theoretically be a tool to address this inflammation-induced dysfunction. There are also data to suggest that TMS can directly downregulate inflammation. Neuropsychiatric consequences of multiple disorders with inflammatory aspects, particularly neurodevelopmental disorders like autism, Tourette syndrome, and obsessive-compulsive disorder (OCD), maybe treated effectively with TMS. Treatment of OCD, treatment-resistant major depression, and nicotine cessation (all in adults) are currently FDA-cleared indications, while migraine is cleared for ages 12 and above.

Key messages: TMS will likely continue to grow in terms of indications as research continues to assess what brain networks are dysfunctional in various disorders and it becomes clearer how to modulate these networks. TMS may thus be best understood as a technology platform that can be utilized to modulate different brain networks affected in neuropsychiatric disorders. TMS is likely to become an increasingly important tool in targeting brain networks that could become dysfunctional in part due to inflammation in the developing brain and addressing consequent neuropsychiatric symptoms.

背景:经颅磁刺激(TMS)是一种无创的大脑刺激技术,可能有助于治疗炎症性发育障碍的神经精神症状。TMS利用变化的磁场来诱导大脑中的电变化。TMS的重复使用在多个层面上调节可塑性,特别是在突触和网络层面。摘要:由于炎症会对突触可塑性产生负面影响,TMS理论上可能是解决这种炎症诱导的功能障碍的工具。也有数据表明TMS可以直接下调炎症。多种炎症性疾病的神经精神后果,特别是自闭症、抽动秽语综合征和强迫症(OCD)等神经发育障碍,可以通过TMS有效治疗。目前,美国食品药品监督管理局批准的适应症包括强迫症的治疗、难治性重度抑郁症和戒烟(均为成人),而偏头痛则适用于12岁及以上的儿童。关键信息:TMS在适应症方面可能会继续增长,因为研究继续评估在各种疾病中哪些大脑网络功能失调,以及如何调节这些网络变得越来越清楚。因此,TMS可以最好地理解为一种技术平台,可以用来调节受神经精神疾病影响的不同大脑网络。TMS可能成为一种越来越重要的工具,用于靶向大脑网络,这些网络可能部分由于发育中的大脑炎症而变得功能失调,并解决随之而来的神经精神症状。
{"title":"Transcranial Magnetic Stimulation for Developmental Neuropsychiatric Disorders with Inflammation.","authors":"Sandeep Vaishnavi","doi":"10.1159/000535103","DOIUrl":"10.1159/000535103","url":null,"abstract":"<p><strong>Background: </strong>Transcranial magnetic stimulation (TMS) is a noninvasive brain stimulation technique that may potentially be helpful for neuropsychiatric symptoms of developmental disorders with inflammatory aspects. TMS utilizes a varying magnetic field to induce electrical changes in the brain. Repetitive use of TMS modulates plasticity at multiple levels, particularly at the synapse and network level.</p><p><strong>Summary: </strong>As inflammation can affect synaptic plasticity negatively, TMS may theoretically be a tool to address this inflammation-induced dysfunction. There are also data to suggest that TMS can directly downregulate inflammation. Neuropsychiatric consequences of multiple disorders with inflammatory aspects, particularly neurodevelopmental disorders like autism, Tourette syndrome, and obsessive-compulsive disorder (OCD), maybe treated effectively with TMS. Treatment of OCD, treatment-resistant major depression, and nicotine cessation (all in adults) are currently FDA-cleared indications, while migraine is cleared for ages 12 and above.</p><p><strong>Key messages: </strong>TMS will likely continue to grow in terms of indications as research continues to assess what brain networks are dysfunctional in various disorders and it becomes clearer how to modulate these networks. TMS may thus be best understood as a technology platform that can be utilized to modulate different brain networks affected in neuropsychiatric disorders. TMS is likely to become an increasingly important tool in targeting brain networks that could become dysfunctional in part due to inflammation in the developing brain and addressing consequent neuropsychiatric symptoms.</p>","PeriodicalId":50585,"journal":{"name":"Developmental Neuroscience","volume":"45 6","pages":"342-348"},"PeriodicalIF":2.9,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10664335/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72016042","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Expanding Spectrum and Therapeutic Insights in Inflammatory Brain Disorders. 炎症性脑疾病的扩展谱和治疗见解。
IF 2.9 4区 医学 Q2 DEVELOPMENTAL BIOLOGY Pub Date : 2023-01-01 Epub Date: 2023-11-07 DOI: 10.1159/000535028
Samuel J Pleasure
{"title":"Expanding Spectrum and Therapeutic Insights in Inflammatory Brain Disorders.","authors":"Samuel J Pleasure","doi":"10.1159/000535028","DOIUrl":"10.1159/000535028","url":null,"abstract":"","PeriodicalId":50585,"journal":{"name":"Developmental Neuroscience","volume":"45 6","pages":"313-314"},"PeriodicalIF":2.9,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10668618/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71488429","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Outcomes of Maternal Immune Activation Induced with the Viral Mimetic Poly I:C on Microglia in Exposed Rodent Offspring. 病毒模拟Poly I:C对暴露鼠子代小胶质细胞诱导母体免疫激活的结果。
IF 2.9 4区 医学 Q2 DEVELOPMENTAL BIOLOGY Pub Date : 2023-01-01 DOI: 10.1159/000530185
Sophia M Loewen, Adriano M Chavesa, Colin J Murray, Marianela E Traetta, Sophia E Burns, Keelin H Pekarik, Marie-Ève Tremblay

Maternal immune activation (MIA) can result from a variety of maternal inflammatory factors, including metabolic disorders, nutritional deficits, infections, and psychosocial stress. MIA has been consistently recognized as a major risk factor for neurodevelopmental disorders, and this association seems to be especially important for viral infections as viral exposure during pregnancy was associated with a higher risk of developing neurodevelopmental disorders, such as schizophrenia. In MIA, the gestational parent's inflammatory response to an immune stimulus alters or interrupts fetal development, triggering neurodevelopmental consequences. As MIA can occur in any pregnancy, it is important to understand the many factors at play that contribute to altered brain development in the offspring, especially considering recent global events such as the COVID-19 pandemic. The underlying mechanisms by which MIA results in deleterious outcomes are not yet clear, but due to the inflammatory response it initiates, it is becoming apparent that microglia are critically involved. Through investigation of MIA animal models, the role of microglia in this field is becoming more evident. Compelling evidence from animal models indicates that MIA can disrupt synaptic pruning, neuronal progenitor cell proliferation/differentiation, oligodendrogenesis, and more. Microglia appear as an active player, assisting these neural-related functions during healthy development but also mediating MIA-induced disturbances in these critical processes when neurodevelopment is challenged. The present review illustrates this complex web by reviewing recent literature, focusing on the outcomes of MIA resulting from viral mimetic polyinosinic-polycytidylic acid in rodents, to provide a clear description of how MIA impacts microglial functions and what this means for the offspring's neurodevelopment. Moreover, we discuss the possible implications of the COVID-19 pandemic on the neurodevelopment of the current and next generations in the frame of MIA models and propose some putative pharmacological and non-pharmacological approaches to prevent or attenuate MIA consequences.

母体免疫激活(MIA)可由多种母体炎症因素引起,包括代谢紊乱、营养缺乏、感染和社会心理压力。MIA一直被认为是神经发育障碍的主要危险因素,这种关联似乎对病毒感染尤其重要,因为怀孕期间接触病毒与患神经发育障碍(如精神分裂症)的风险较高有关。在MIA中,妊娠父母对免疫刺激的炎症反应改变或中断胎儿发育,引发神经发育后果。由于MIA可能发生在任何怀孕期间,因此了解导致后代大脑发育改变的许多因素非常重要,特别是考虑到最近的全球事件,如COVID-19大流行。MIA导致有害结果的潜在机制尚不清楚,但由于它引发的炎症反应,小胶质细胞明显参与其中。通过MIA动物模型的研究,小胶质细胞在这一领域的作用越来越明显。来自动物模型的令人信服的证据表明,MIA可以破坏突触修剪、神经元祖细胞增殖/分化、少突胶质发生等。小胶质细胞作为一个活跃的参与者,在健康发育过程中协助这些神经相关功能,但当神经发育受到挑战时,也介导mia诱导的这些关键过程的干扰。本综述通过回顾最近的文献来说明这个复杂的网络,重点关注由病毒模拟多肌苷-多胞酸在啮齿动物中引起的MIA的结果,以提供MIA如何影响小胶质细胞功能以及这对后代神经发育意味着什么的清晰描述。此外,我们在MIA模型框架下讨论了COVID-19大流行对当前和下一代神经发育的可能影响,并提出了一些假定的药物和非药物方法来预防或减轻MIA后果。
{"title":"The Outcomes of Maternal Immune Activation Induced with the Viral Mimetic Poly I:C on Microglia in Exposed Rodent Offspring.","authors":"Sophia M Loewen,&nbsp;Adriano M Chavesa,&nbsp;Colin J Murray,&nbsp;Marianela E Traetta,&nbsp;Sophia E Burns,&nbsp;Keelin H Pekarik,&nbsp;Marie-Ève Tremblay","doi":"10.1159/000530185","DOIUrl":"https://doi.org/10.1159/000530185","url":null,"abstract":"<p><p>Maternal immune activation (MIA) can result from a variety of maternal inflammatory factors, including metabolic disorders, nutritional deficits, infections, and psychosocial stress. MIA has been consistently recognized as a major risk factor for neurodevelopmental disorders, and this association seems to be especially important for viral infections as viral exposure during pregnancy was associated with a higher risk of developing neurodevelopmental disorders, such as schizophrenia. In MIA, the gestational parent's inflammatory response to an immune stimulus alters or interrupts fetal development, triggering neurodevelopmental consequences. As MIA can occur in any pregnancy, it is important to understand the many factors at play that contribute to altered brain development in the offspring, especially considering recent global events such as the COVID-19 pandemic. The underlying mechanisms by which MIA results in deleterious outcomes are not yet clear, but due to the inflammatory response it initiates, it is becoming apparent that microglia are critically involved. Through investigation of MIA animal models, the role of microglia in this field is becoming more evident. Compelling evidence from animal models indicates that MIA can disrupt synaptic pruning, neuronal progenitor cell proliferation/differentiation, oligodendrogenesis, and more. Microglia appear as an active player, assisting these neural-related functions during healthy development but also mediating MIA-induced disturbances in these critical processes when neurodevelopment is challenged. The present review illustrates this complex web by reviewing recent literature, focusing on the outcomes of MIA resulting from viral mimetic polyinosinic-polycytidylic acid in rodents, to provide a clear description of how MIA impacts microglial functions and what this means for the offspring's neurodevelopment. Moreover, we discuss the possible implications of the COVID-19 pandemic on the neurodevelopment of the current and next generations in the frame of MIA models and propose some putative pharmacological and non-pharmacological approaches to prevent or attenuate MIA consequences.</p>","PeriodicalId":50585,"journal":{"name":"Developmental Neuroscience","volume":"45 4","pages":"191-209"},"PeriodicalIF":2.9,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10010313","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Cross-Sectional Observational Study of Typical in utero Fetal Movements Using Machine Learning. 利用机器学习对典型宫内胎动的横断面观察研究
IF 2.9 4区 医学 Q2 DEVELOPMENTAL BIOLOGY Pub Date : 2023-01-01 Epub Date: 2022-12-20 DOI: 10.1159/000528757
Lana Vasung, Junshen Xu, Esra Abaci-Turk, Cindy Zhou, Elizabeth Holland, William H Barth, Carol Barnewolt, Susan Connolly, Judy Estroff, Polina Golland, Henry A Feldman, Elfar Adalsteinsson, P Ellen Grant

Early variations of fetal movements are the hallmark of a healthy developing central nervous system. However, there are no automatic methods to quantify the complex 3D motion of the developing fetus in utero. The aim of this prospective study was to use machine learning (ML) on in utero MRI to perform quantitative kinematic analysis of fetal limb movement, assessing the impact of maternal, placental, and fetal factors. In this cross-sectional, observational study, we used 76 sets of fetal (24-40 gestational weeks [GW]) blood oxygenation level-dependent (BOLD) MRI scans of 52 women (18-45 years old) during typical pregnancies. Pregnant women were scanned for 5-10 min while breathing room air (21% O2) and for 5-10 min while breathing 100% FiO2 in supine and/or lateral position. BOLD acquisition time was 20 min in total with effective temporal resolution approximately 3 s. To quantify upper and lower limb kinematics, we used a 3D convolutional neural network previously trained to track fetal key points (wrists, elbows, shoulders, ankles, knees, hips) on similar BOLD time series. Tracking was visually assessed, errors were manually corrected, and the absolute movement time (AMT) for each joint was calculated. To identify variables that had a significant association with AMT, we constructed a mixed-model ANOVA with interaction terms. Fetuses showed significantly longer duration of limb movements during maternal hyperoxia. We also found a significant centrifugal increase of AMT across limbs and significantly longer AMT of upper extremities <31 GW and longer AMT of lower extremities >35 GW. In conclusion, using ML we successfully quantified complex 3D fetal limb motion in utero and across gestation, showing maternal factors (hyperoxia) and fetal factors (gestational age, joint) that impact movement. Quantification of fetal motion on MRI is a potential new biomarker of fetal health and neuromuscular development.

胎动的早期变化是中枢神经系统健康发育的标志。然而,目前还没有自动方法来量化宫内发育中胎儿复杂的三维运动。这项前瞻性研究的目的是在宫内核磁共振成像上使用机器学习(ML)对胎儿肢体运动进行定量运动学分析,评估母体、胎盘和胎儿因素的影响。在这项横断面观察性研究中,我们使用了 52 名典型孕妇(18-45 岁)的 76 组胎儿(24-40 孕周 [GW])血氧饱和度依赖性(BOLD)磁共振成像扫描。孕妇在仰卧和/或侧卧位时,呼吸室内空气(21% O2)5-10 分钟,呼吸 100% FiO2 5-10 分钟。为了量化上肢和下肢的运动学特征,我们使用了之前训练过的三维卷积神经网络,在类似的 BOLD 时间序列上追踪胎儿的关键点(手腕、肘部、肩部、脚踝、膝盖、臀部)。对跟踪进行目测评估,对误差进行人工校正,并计算每个关节的绝对运动时间(AMT)。为了确定与绝对运动时间有显著关联的变量,我们构建了一个带有交互项的混合模式方差分析。在母体高氧状态下,胎儿的肢体运动时间明显更长。我们还发现肢体间的 AMT 有明显的离心增加,上肢的 AMT 明显更长 35 GW。总之,我们利用 ML 成功地量化了胎儿在宫内和整个孕期的复杂三维肢体运动,显示了影响运动的母体因素(高氧)和胎儿因素(胎龄、关节)。核磁共振成像上的胎儿运动量化是胎儿健康和神经肌肉发育的潜在新生物标志物。
{"title":"Cross-Sectional Observational Study of Typical in utero Fetal Movements Using Machine Learning.","authors":"Lana Vasung, Junshen Xu, Esra Abaci-Turk, Cindy Zhou, Elizabeth Holland, William H Barth, Carol Barnewolt, Susan Connolly, Judy Estroff, Polina Golland, Henry A Feldman, Elfar Adalsteinsson, P Ellen Grant","doi":"10.1159/000528757","DOIUrl":"10.1159/000528757","url":null,"abstract":"<p><p>Early variations of fetal movements are the hallmark of a healthy developing central nervous system. However, there are no automatic methods to quantify the complex 3D motion of the developing fetus in utero. The aim of this prospective study was to use machine learning (ML) on in utero MRI to perform quantitative kinematic analysis of fetal limb movement, assessing the impact of maternal, placental, and fetal factors. In this cross-sectional, observational study, we used 76 sets of fetal (24-40 gestational weeks [GW]) blood oxygenation level-dependent (BOLD) MRI scans of 52 women (18-45 years old) during typical pregnancies. Pregnant women were scanned for 5-10 min while breathing room air (21% O2) and for 5-10 min while breathing 100% FiO2 in supine and/or lateral position. BOLD acquisition time was 20 min in total with effective temporal resolution approximately 3 s. To quantify upper and lower limb kinematics, we used a 3D convolutional neural network previously trained to track fetal key points (wrists, elbows, shoulders, ankles, knees, hips) on similar BOLD time series. Tracking was visually assessed, errors were manually corrected, and the absolute movement time (AMT) for each joint was calculated. To identify variables that had a significant association with AMT, we constructed a mixed-model ANOVA with interaction terms. Fetuses showed significantly longer duration of limb movements during maternal hyperoxia. We also found a significant centrifugal increase of AMT across limbs and significantly longer AMT of upper extremities <31 GW and longer AMT of lower extremities >35 GW. In conclusion, using ML we successfully quantified complex 3D fetal limb motion in utero and across gestation, showing maternal factors (hyperoxia) and fetal factors (gestational age, joint) that impact movement. Quantification of fetal motion on MRI is a potential new biomarker of fetal health and neuromuscular development.</p>","PeriodicalId":50585,"journal":{"name":"Developmental Neuroscience","volume":"45 3","pages":"105-114"},"PeriodicalIF":2.9,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10233700/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10030387","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Developmental Neuroscience
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1