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Blood Biomarker Signatures for Slow Gait Speed in Older Adults: An Explainable Machine Learning Approach 老年人步速缓慢的血液生物标志物特征:可解释的机器学习方法
IF 8.8 2区 医学 Q1 IMMUNOLOGY Pub Date : 2025-02-01 DOI: 10.1016/j.bbi.2024.12.007
Evrim Gökçe , Thomas Freret, Antoine Langeard
Maintaining physical function is crucial for independent living in older adults, with gait speed being a key predictor of health outcomes. Blood biomarkers may potentially monitor older adults’ mobility, yet their association with slow gait speed still needs to be explored. This study aimed to investigate the relationship between blood biomarkers and gait speed using the Midlife in the United States (MIDUS) study biomarker dataset. A cross-sectional design was employed for analysis, involving 405 individuals aged 60 years and over. We used a machine learning framework, specifically the XGBoost algorithm, feature selection methods, and the Shapley Additive Explanations, to develop an explainable prediction model for slow gait speed. Our model demonstrated the highest cross-validation score with the six most important features among 35 variables, as elevated interleukin-6, C-reactive protein, glycosylated hemoglobin, interleukin-8, older age, and female sex were significantly associated with reduced gait speed (area under the curve = 0.75). Our findings suggest that blood biomarkers can play a critical role in integrated models to assess and monitor slow gait speed in older adults. Identifying key blood biomarkers provides valuable insights into the underlying physiological mechanisms of mobility decline and offers promising avenues for early intervention to preserve mobility in the aging population.
保持身体功能对老年人独立生活至关重要,而步态速度是预测健康状况的关键因素。血液生物标志物可监测老年人的活动能力,但它们与缓慢步速之间的关系仍有待探索。本研究旨在利用美国中年(MIDUS)研究生物标志物数据集调查血液生物标志物与步速之间的关系。研究采用横断面设计进行分析,涉及 405 名 60 岁及以上的个体。我们使用了机器学习框架,特别是 XGBoost 算法、特征选择方法和 Shapley Additive Explanations,来开发一个可解释的慢步速预测模型。在 35 个变量中,我们的模型在 6 个最重要的特征上获得了最高的交叉验证得分,因为白细胞介素-6、C 反应蛋白、糖化血红蛋白、白细胞介素-8 的升高、年龄增大和女性性别与步速减慢显著相关(曲线下面积 = 0.75)。我们的研究结果表明,血液生物标志物可在评估和监测老年人缓慢步速的综合模型中发挥关键作用。识别关键的血液生物标志物为了解行动能力下降的潜在生理机制提供了有价值的见解,并为早期干预以保护老龄人口的行动能力提供了有希望的途径。
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引用次数: 0
From feather pecking to immunity: Immune differences between lines selected for high and low feather pecking 从啄羽到免疫:高啄羽系和低啄羽系之间的免疫差异。
IF 8.8 2区 医学 Q1 IMMUNOLOGY Pub Date : 2025-02-01 DOI: 10.1016/j.bbi.2024.12.009
Tanja Hofmann , Sonja Schmucker , Werner Bessei , Volker Stefanski
Feather pecking (FP) is a serious behavioral disorder in laying hens, leading to feather damage, skin lesions, and often resulting in cannibalism. The mechanisms underlying FP are not clear yet, but recently the role of the immune system as a cause has been discussed. In humans, the interrelation between personality traits and the immune system is well-documented, with impulsivity and hyperactivity linked to distinct alterations in blood immune cell numbers and to elevated levels of pro-inflammatory cytokines. Similarly, FP in hens is associated with impulsivity and hyperactivity, suggesting a possible connection between FP and immune cell alterations. In this study numbers of leukocyte subsets in blood, spleen and cecal tonsils, along with mitogen-induced lymphocyte proliferative response and antibody concentrations across hens selectively bred for high (HFP) and low (LFP) feather pecking behavior were analyzed. Results showed that divergent selection altered FP behavior, with HFP hens showing about 10 times more pecking behavior than hens of the LFP line. HFP hens had lower numbers of T helper cells, CD4+ CD25high as well as B cells compared to LFP hens. Furthermore, HFP hens demonstrated a stronger proliferation of T cells when stimulated with ConA, while showed a weaker response in T cell-dependent B cell proliferation when stimulated with PWM, compared to LFP hens. Antibody plasma concentrations were similar between both lines. These findings highlight substantial immunological differences between HFP and LFP hens, especially in T cell immunity, and support the hypothesis that FP may be an immune-related behavioral response.
啄羽(FP)是蛋鸡的一种严重行为紊乱,会导致羽毛损伤、皮肤损伤,并经常导致食人。啄羽症的发病机制尚不清楚,但最近有人讨论了免疫系统的作用。在人类中,个性特征与免疫系统之间的相互关系已得到充分证明,冲动和多动与血液免疫细胞数量的明显变化和促炎细胞因子水平的升高有关。同样,母鸡的FP也与冲动和多动有关,这表明FP与免疫细胞的改变之间可能存在联系。本研究分析了高啄羽行为(HFP)和低啄羽行为(LFP)选育母鸡血液、脾脏和盲肠扁桃体中白细胞亚群的数量,以及有丝分裂原诱导的淋巴细胞增殖反应和抗体浓度。结果表明,分化选择改变了啄羽行为,高啄羽系母鸡的啄羽行为是低啄羽系母鸡的约10倍。与 LFP 母鸡相比,HFP 母鸡的 T 辅助细胞、CD4+ CD25high 和 B 细胞数量较低。此外,与 LFP 系母鸡相比,HFP 系母鸡在接受 ConA 刺激时 T 细胞增殖较强,而在接受 PWM 刺激时 T 细胞依赖性 B 细胞增殖反应较弱。两个品系的抗体血浆浓度相似。这些发现突显了HFP和LFP母鸡在免疫学上的巨大差异,尤其是在T细胞免疫方面,并支持了FP可能是一种与免疫相关的行为反应的假设。
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引用次数: 0
PNIRS Society Announcements
IF 8.8 2区 医学 Q1 IMMUNOLOGY Pub Date : 2025-02-01 DOI: 10.1016/S0889-1591(25)00009-1
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引用次数: 0
Peripartum buprenorphine and oxycodone exposure impair maternal behavior and increase neuroinflammation in new mother rats 围产期丁丙诺啡和羟考酮暴露损害母性行为,增加新母鼠大脑神经炎症。
IF 8.8 2区 医学 Q1 IMMUNOLOGY Pub Date : 2025-02-01 DOI: 10.1016/j.bbi.2024.11.027
Courtney N. Dye , Aliyah I. Webb , Madison P. Fankhauser , Jordyn J. Singleton , Aravind Kalathil , Amanda Ringland , Benedetta Leuner , Kathryn M. Lenz
7 % of pregnant people use opioids. Opioid use during pregnancy can negatively impact maternal and offspring health. Medications for opioid use disorder (MOUD), commonly buprenorphine, are the recommended treatment for opioid use disorder during pregnancy to prevent cycles of withdrawal and relapse. In addition to effects on opioid receptors, opioids have strong binding affinity to toll-like receptor (TLR) 4, an immune cell receptor, and thereby impact neuroinflammatory signaling. We have previously shown that neuroimmune alterations are important for the display of maternal behavior. Here, we used a rodent model to assess the impact of chronic peripartum opioid exposure or MOUD on maternal caregiving and neuroinflammation in the postpartum brain. Female rats were exposed to vehicle (VEH), buprenorphine (BUP) to model MOUD, or oxycodone (OXY), to model peripartum drug use, before, during, and after pregnancy. Opioid exposure reduced gestation length and maternal weight gain. Postpartum maternal caretaking behaviors, including pup retrieval, huddling and nursing, and pup-directed sniffing and licking, were reduced in opioid-exposed mothers. Following behavioral testing, tissue was collected from brain regions important for maternal caretaking, including the prefrontal cortex (PFC), nucleus accumbens (NAc), preoptic area (POA), amygdala (AMY), and periaqueductal grey (PAG). Immunofluorescent labeling showed that BUP increased astrocyte labeling, while OXY increased microglia labeling in the PAG, but not other regions. Gene expression analysis also showed regional and treatment differences in immune transcripts. BUP and OXY increased TLR4 in the PFC. BUP increased TNF in the NAc but decreased IL1β in the POA. OXY increased CD68 in the POA, and IL1β, TNF, and TLR4 in the PAG. Together, these results provide novel evidence of peripartum neuroimmune alterations following chronic opioid exposure that could be mediating maternal care deficits. This work provides a foundation to explore the extent to which modulation of neuroimmune activation may be a potential intervention for caregiving deficits in mothers exposed to opioids during pregnancy.
7%的孕妇使用阿片类药物。怀孕期间使用阿片类药物会对孕产妇和后代健康产生负面影响。阿片类药物使用障碍(mod)的药物,通常是丁丙诺啡,是怀孕期间阿片类药物使用障碍的推荐治疗方法,以防止戒断和复发周期。除了对阿片受体的作用外,阿片样物质与toll样受体(TLR) 4(一种免疫细胞受体)有很强的结合亲和力,从而影响神经炎症信号。我们之前已经表明,神经免疫改变对母性行为的表现很重要。在这里,我们使用啮齿动物模型来评估慢性围产期阿片类药物暴露或mod对产妇护理和产后大脑神经炎症的影响。雌性大鼠在怀孕前、怀孕期间和怀孕后分别暴露于载药(VEH)、丁丙诺啡(BUP)或羟考酮(OXY)。阿片类药物暴露减少妊娠期长度和母亲体重增加。暴露于阿片类药物的母亲的产后照顾行为,包括幼犬的取回、依偎和哺乳,以及幼犬导向的嗅探和舔舐,都有所减少。在行为测试之后,收集了对母亲照顾重要的大脑区域的组织,包括前额叶皮层(PFC)、伏隔核(NAc)、视前区(POA)和导水管周围灰质(PAG)。免疫荧光标记显示BUP增加星形胶质细胞标记,而OXY增加PAG的小胶质细胞标记,而其他区域没有。基因表达分析也显示了免疫转录物的区域和治疗差异。BUP和OXY使pfc中TLR4升高,NAc中TNF升高,POA中il - 1β降低。OXY增加POA中的CD68, PAG中的il - 1β、TNF和TLR4。总之,这些结果提供了新的证据围产期神经免疫改变后慢性阿片类药物暴露可能介导产妇护理缺陷。这项工作为探索在多大程度上调节神经免疫激活可能是怀孕期间暴露于阿片类药物的母亲的潜在干预措施提供了基础。
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引用次数: 0
Commentary on the Article “Female mice exhibit similar long-term plasticity and microglial properties between the dorsal and ventral hippocampal poles” 文章评论“雌性小鼠在海马背极和腹极之间表现出相似的长期可塑性和小胶质细胞特性”。
IF 8.8 2区 医学 Q1 IMMUNOLOGY Pub Date : 2025-02-01 DOI: 10.1016/j.bbi.2024.12.015
Xicai Liang , Gege Li , Ziyin Cui , Jing Chen
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引用次数: 0
Differences in Emotional Awareness Moderate Cytokine-Symptom Associations Among Breast Cancer Survivors 情感意识的差异会缓和乳腺癌幸存者的细胞因子-症状关联。
IF 8.8 2区 医学 Q1 IMMUNOLOGY Pub Date : 2025-02-01 DOI: 10.1016/j.bbi.2024.12.005
Keren Harel , Johanna Czamanski-Cohen , Miri Cohen , Richard D. Lane , Monica Dines , Opher Caspi , Karen L. Weihs
Cancer survivors have elevated levels of proinflammatory cytokines, which could be associated with cancer-related symptoms. Given that proinflammatory cytokines heighten negative affect by directly affecting the brain, we explored these direct associations and whether differences in levels of emotional awareness moderate the associations between proinflammatory cytokines and cancer-related symptoms. This cross-sectional, secondary analysis of baseline data was collected from 162 female breast cancer survivors (aged 36–70 years), who were enrolled 6 ± 4 months after completing cancer treatment. We tested cytokines in serum (IL-1β, IL-6, IL-8, TNF-α, IL-4, IL-10, and TGF-β) and assessed depression, cancer-related fatigue, pain intensity, and pain interference. Emotional awareness was assessed using a performance measure, the Levels of Emotional Awareness Scale. In participants with high but not average or low levels of emotional awareness, positive associations were found for IL-1β, IL-6, and TNF-α with depression and between IL-6 and TNF-α with pain intensity. In addition, IL-6 had a positive association with pain intensity at average levels of emotional awareness. These results suggest that women with high or in some cases average, but not low, emotional awareness reported depression and pain as being positively associated with their cytokine levels. By using emotional awareness as a cognitive resource to promote emotion regulation and distress transformation, interventions may be able to counteract heightened sensitivity to the mood-altering effects of cytokines.
癌症幸存者的促炎细胞因子水平升高,这可能与癌症相关症状有关。考虑到促炎细胞因子通过直接影响大脑而加剧负面影响,我们探索了这些直接关联,以及情绪意识水平的差异是否调节了促炎细胞因子与癌症相关症状之间的关联。这项横断面、二次基线数据分析收集了162名女性乳腺癌幸存者(年龄36-70 岁),她们在完成癌症治疗后6 ± 4个月入组。我们检测了血清中的细胞因子(IL-1β、IL-6、IL-8、TNF-α、IL-4、IL-10和TGF-β),并评估了抑郁、癌症相关疲劳、疼痛强度和疼痛干扰。情绪意识是用一种绩效测量来评估的,即情绪意识水平量表。在情绪意识水平高但不平均或低的参与者中,发现IL-1β、IL-6和TNF-α与抑郁呈正相关,IL-6和TNF-α与疼痛强度呈正相关。此外,IL-6在平均情绪意识水平下与疼痛强度呈正相关。这些结果表明,情绪意识高(在某些情况下是平均水平,但不是低)的女性报告称,抑郁和疼痛与她们的细胞因子水平呈正相关。通过使用情绪意识作为一种认知资源来促进情绪调节和痛苦转化,干预措施可能能够抵消对细胞因子情绪改变作用的高度敏感性。
{"title":"Differences in Emotional Awareness Moderate Cytokine-Symptom Associations Among Breast Cancer Survivors","authors":"Keren Harel ,&nbsp;Johanna Czamanski-Cohen ,&nbsp;Miri Cohen ,&nbsp;Richard D. Lane ,&nbsp;Monica Dines ,&nbsp;Opher Caspi ,&nbsp;Karen L. Weihs","doi":"10.1016/j.bbi.2024.12.005","DOIUrl":"10.1016/j.bbi.2024.12.005","url":null,"abstract":"<div><div>Cancer survivors have elevated levels of proinflammatory cytokines, which could be associated with cancer-related symptoms. Given that proinflammatory cytokines heighten negative affect by directly affecting the brain, we explored these direct associations and whether differences in levels of emotional awareness moderate the associations between proinflammatory cytokines and cancer-related symptoms. This cross-sectional, secondary analysis of baseline data was collected from 162 female breast cancer survivors (aged 36–70 years), who were enrolled 6 ± 4 months after completing cancer treatment. We tested cytokines in serum (IL-1β, IL-6, IL-8, TNF-α, IL-4, IL-10, and TGF-β) and assessed depression, cancer-related fatigue, pain intensity, and pain interference. Emotional awareness was assessed using a performance measure, the Levels of Emotional Awareness Scale. In participants with high but not average or low levels of emotional awareness, positive associations were found for IL-1β, IL-6, and TNF-α with depression and between IL-6 and TNF-α with pain intensity. In addition, IL-6 had a positive association with pain intensity at average levels of emotional awareness. These results suggest that women with high or in some cases average, but not low, emotional awareness reported depression and pain as being positively associated with their cytokine levels. By using emotional awareness as a cognitive resource to promote emotion regulation and distress transformation, interventions may be able to counteract heightened sensitivity to the mood-altering effects of cytokines.</div></div>","PeriodicalId":9199,"journal":{"name":"Brain, Behavior, and Immunity","volume":"124 ","pages":"Pages 387-396"},"PeriodicalIF":8.8,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142823624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Sportizumab – Multimodal progressive exercise over 10 weeks decreases Th17 frequency and CD49d expression on CD8+ T cells in relapsing-remitting multiple sclerosis: A randomized controlled trial Sportizumab -超过10 周的多模式进行性运动降低复发缓解型多发性硬化症患者CD8+ T细胞的Th17频率和CD49d表达:一项随机对照试验。
IF 8.8 2区 医学 Q1 IMMUNOLOGY Pub Date : 2025-02-01 DOI: 10.1016/j.bbi.2024.12.017
Sebastian Proschinger , Sergen Belen , Frederike Adammek , Marit Lea Schlagheck , Annette Rademacher , Alexander Schenk , Clemens Warnke , Wilhelm Bloch , Philipp Zimmer

Background

Multiple Sclerosis (MS) represents a neuroinflammatory autoimmune disease characterized by the predominance of circulating T cell subsets with proinflammatory characteristics and increased central nervous system (CNS)-homing potential. Substantial evidence confirms various beneficial effects of chronic exercise interventions in MS, but it is unknown how long-term multi-modal intense exercise affects MS-associated lymphocytes that are commonly targeted by medication in persons with relapsing remitting MS (pwRRMS).

Methods

A total of 45 participants with defined RRMS were randomized to either the exercise (n = 22) or passive waitlist-control group (n = 23). A 10-week intervention consisting of progressive resistance and strength-endurance exercises was applied (3x/week à 60 min). Blood was drawn before (T1) and after (T2) the intervention period. Flow cytometry was used for phenotyping lymphocyte subsets.

Results

Relative protein expression of CD49d within CD8+ T cells, quantified via mean fluorescence intensity (MFI), is significantly associated with the Expanded Disability Status Scale (p = 0.007, r = 0.440), decreased in the exercise group (p = 0.001) only, and was significantly lower in the exercise compared to the control group at T2 (p < 0.001). T helper (Th) 17 cell frequency decreased only in the exercise group (p < 0.001). CD8+CD20+ T cell frequency was significantly lower in the exercise compared to the control group at T2 (p = 0.003), without showing significant time effects.

Conclusion

The 10-week multimodal exercise intervention mainly affected circulating T cells harboring a pathophysiological phenotype in MS. The findings of a decreased frequency of pathogenic Th17 cells and the reduced CNS-homing potential of CD8+ T cells, indicated by reduced CD49d MFI, substantiate the positive effects of exercise on cellular biomarkers involved in disease activity and progression in MS. To confirm exercise-mediated beneficial effects on both disease domains, clinical endpoints (i.e., relapse rate, lesion formation, EDSS score) should be assessed together with these cellular and molecular markers in studies with a larger sample size and a duration of six to twelve months or longer.
背景:多发性硬化症(MS)是一种神经炎性自身免疫性疾病,其特征是具有促炎特性的循环 T 细胞亚群占主导地位,中枢神经系统(CNS)归属潜能增加。大量证据证实了慢性运动干预对多发性硬化症的各种有益影响,但长期多模式剧烈运动如何影响复发性缓解型多发性硬化症患者(pwRRMS)药物通常针对的多发性硬化症相关淋巴细胞,目前尚不清楚:共有 45 名明确患有 RRMS 的参与者被随机分配到运动组(22 人)或被动等待对照组(23 人)。进行为期10周的干预,包括渐进式阻力和力量耐力锻炼(每周3次,每次60分钟)。在干预期之前(T1)和之后(T2)抽血。流式细胞术用于淋巴细胞亚群的表型分析:结果:通过平均荧光强度(MFI)量化的 CD8+ T 细胞中 CD49d 的相对蛋白表达量与残疾状况扩展量表(P = 0.007,r = 0.440)显著相关,仅在运动组中有所下降(P = 0.001),并且在 T2 时运动组显著低于对照组(P +CD20+ T 细胞频率在 T2 时显著低于对照组(P = 0.003),但未显示出显著的时间效应:结论:为期10周的多模式运动干预主要影响多发性硬化症病理生理表型的循环T细胞。CD49d MFI的降低表明致病性Th17细胞的频率降低,CD8+ T细胞的中枢神经系统归属潜能降低,这些发现证实了运动对多发性硬化症疾病活动和进展相关细胞生物标志物的积极影响。为了证实运动对这两个疾病领域的有益影响,临床终点(即复发率、病灶形成、EDSS评分)应与这些细胞和分子标记物一起在样本量更大、持续时间为六到十二个月或更长的研究中进行评估。
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引用次数: 0
Minimally invasive serial collection of cerebrospinal fluid reveals sex-dependent differences in neuroinflammation in a rat model of mild traumatic brain injury 微创脑脊液系列采集揭示了轻度创伤性脑损伤大鼠模型中神经炎症的性别依赖性差异。
IF 8.8 2区 医学 Q1 IMMUNOLOGY Pub Date : 2025-02-01 DOI: 10.1016/j.bbi.2024.11.015
Josh Karam , Nimrah Ashfaq , Cynthia Benitez , Victor Morales , Elizabeth Partida , Michelle Hernandez , Jordan Yokoyama , Alyssa Villegas , Brielle Brown , Pooja Sakthivel , Aileen J. Anderson , Brian J. Cummings
Traumatic brain injuries (TBI) are the seventh leading cause of disability globally with 48.99 million prevalent cases and 7.08 million years lived with diability. Approximately 80 % of TBI patients are diagnosed with mild TBI (mTBI), or concussion, caused by nonpenetrating mechanical trauma to the head or body along with sudden rotational motion of the head. Studies investigating the temporal dynamics of neuroinflammation after mTBI are greatly needed. Without longitudinal studies, translating preclinical studies to clinical studies remains challenging as the difference in timing remains poorly understood. In this study, we describe a method of minimally invasive serial cerebrospinal fluid (CSF) collection that enables longitudinal investigation of CSF inflammation. The method described in this study can easily be adapted by any laboratory prepared for animal studies. Multiplex immunoassay of serially collected and singly collected CSF samples show collection frequency does not alter protein expression in the CSF. Further, sex-dependent differences in TBI have been reported, but remain poorly understood. This study establishes a framework for assessing sex difference in neuroinflammation after a concussion. We showed that results vary based on the framing of the statistical test. However, it is evident that males experience a more robust inflammatory response to a single concussion than females.
创伤性脑损伤(TBI)是全球第七大致残原因,共有4899万例流行病例和708万年的残疾生活。大约80% %的TBI患者被诊断为轻度TBI (mTBI),或脑震荡,由头部或身体的非穿透性机械创伤引起,并伴有头部的突然旋转运动。研究mTBI后神经炎症的时间动态是非常必要的。如果没有纵向研究,将临床前研究转化为临床研究仍然具有挑战性,因为对时间的差异仍然知之甚少。在这项研究中,我们描述了一种微创系列脑脊液(CSF)收集方法,该方法可以对CSF炎症进行纵向调查。本研究中描述的方法可以很容易地适用于任何准备进行动物研究的实验室。连续采集和单独采集的脑脊液样品的多重免疫分析显示,采集频率不改变脑脊液中的蛋白质表达。此外,据报道,脑外伤的性别依赖性差异,但仍然知之甚少。本研究建立了一个评估脑震荡后神经炎症的性别差异的框架。我们表明,结果根据统计检验的框架而变化。然而,很明显,男性对一次脑震荡的炎症反应比女性更强烈。
{"title":"Minimally invasive serial collection of cerebrospinal fluid reveals sex-dependent differences in neuroinflammation in a rat model of mild traumatic brain injury","authors":"Josh Karam ,&nbsp;Nimrah Ashfaq ,&nbsp;Cynthia Benitez ,&nbsp;Victor Morales ,&nbsp;Elizabeth Partida ,&nbsp;Michelle Hernandez ,&nbsp;Jordan Yokoyama ,&nbsp;Alyssa Villegas ,&nbsp;Brielle Brown ,&nbsp;Pooja Sakthivel ,&nbsp;Aileen J. Anderson ,&nbsp;Brian J. Cummings","doi":"10.1016/j.bbi.2024.11.015","DOIUrl":"10.1016/j.bbi.2024.11.015","url":null,"abstract":"<div><div>Traumatic brain injuries (TBI) are the seventh leading cause of disability globally with 48.99 million prevalent cases and 7.08 million years lived with diability. Approximately 80 % of TBI patients are diagnosed with mild TBI (mTBI), or concussion, caused by nonpenetrating mechanical trauma to the head or body along with sudden rotational motion of the head. Studies investigating the temporal dynamics of neuroinflammation after mTBI are greatly needed. Without longitudinal studies, translating preclinical studies to clinical studies remains challenging as the difference in timing remains poorly understood. In this study, we describe a method of minimally invasive serial cerebrospinal fluid (CSF) collection that enables longitudinal investigation of CSF inflammation. The method described in this study can easily be adapted by any laboratory prepared for animal studies. Multiplex immunoassay of serially collected and singly collected CSF samples show collection frequency does not alter protein expression in the CSF. Further, sex-dependent differences in TBI have been reported, but remain poorly understood. This study establishes a framework for assessing sex difference in neuroinflammation after a concussion. We showed that results vary based on the framing of the statistical test. However, it is evident that males experience a more robust inflammatory response to a single concussion than females.</div></div>","PeriodicalId":9199,"journal":{"name":"Brain, Behavior, and Immunity","volume":"124 ","pages":"Pages 237-252"},"PeriodicalIF":8.8,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142754680","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
ATP8A2 expression is reduced in the mPFC of offspring mice exposed to maternal immune activation and its upregulation ameliorates synapse-associated protein loss and behavioral abnormalities 暴露于母体免疫激活的后代小鼠mPFC中ATP8A2表达降低,其上调可改善突触相关蛋白丢失和行为异常。
IF 8.8 2区 医学 Q1 IMMUNOLOGY Pub Date : 2025-02-01 DOI: 10.1016/j.bbi.2024.12.018
Wenhui Liu , Kai Yan , Siqi Xu , Lifang Li , Mengdan Zhong , Jing Liu , Guoying Li , Junhua Yang
Prenatal virus infection-induced maternal immune activation (MIA) is linked to a greater risk of neurodevelopmental disorders in offspring. Prenatal exposure to poly(I:C) in pregnant mice is a well-established approach to mimic virus infection-induced MIA, leading to neuropsychiatric disorders and aberrant brain development, especially in the medial prefrontal cortex (mPFC). ATPase phospholipid flippase 8A2 (ATP8A2) is the main phospholipid lipase, expressed in the mPFC and is crucial for maintaining cell membrane stability by flipping phosphatidylserine from the outer leaflet to the inner leaflet of the cell membrane. Atp8a2 knockout or mutation causes a series of phenotypes, including impaired neuronal cell survival, neuroinflammation, altered synaptic plasticity, and behavioral abnormalities. These findings suggest that ATP8A2 expression in the mPFC may be impaired in MIA offspring and that the decrease in ATP8A2 expression may be involved in the development of MIA-induced neuropsychiatric disorders in offspring. No reports addressing this issue have been published. Here, after confirming abnormal affective-/social-related behaviors in adulthood and reduced synapse-associated protein expression on the birth day (P0) and the fourth postnatal day (P4) in the mPFC of MIA offspring that were born to dams exposed prenatally to a single dose of poly(I:C) (10 mg/kg, i.p.), decreased ATP8A2 expression was also observed in the mPFC of MIA offspring at P0 and P4. Upregulating ATP8A2 in the mPFC restored synapse-associated protein levels, along with a partial improvement in the behavioral performance of MIA offspring. Upregulation of ATP8A2 also blocked neuronal phosphatidylserine externalization and eliminated the excitation/inhibition (E/I) imbalance in the mPFC of MIA offspring. This study revealed that the low expression of ATP8A2 following MIA exposure may play a role in mediating abnormal brain development and function in offspring. ATP8A2 potentially represents a novel molecule involved in MIA-induced neuropsychiatric disorders in offspring, and may serve as a novel therapeutic target for the intervention of psychiatric disorders.
产前病毒感染诱导的母体免疫激活(MIA)与后代神经发育障碍的更大风险有关。妊娠小鼠产前暴露于多聚(I:C)是一种成熟的方法来模拟病毒感染诱导的MIA,导致神经精神障碍和大脑异常发育,特别是在内侧前额叶皮层(mPFC)。atp酶磷脂翻转酶8A2 (ATP8A2)是主要的磷脂脂肪酶,在mPFC中表达,通过将磷脂酰丝氨酸从细胞膜的外小叶翻转到细胞膜的内小叶,对维持细胞膜的稳定性至关重要。ATP8A2基因敲除或突变会导致一系列表型,包括神经元细胞存活受损、神经炎症、突触可塑性改变和行为异常。这些发现提示,MIA后代mPFC中ATP8A2的表达可能受损,ATP8A2表达的降低可能与MIA诱导的后代神经精神疾病的发生有关。目前还没有发表关于这个问题的报告。在确认了成年期情感/社会相关行为异常,以及在出生当天(P0)和出生后第4天(P4),暴露于单剂量聚(I:C)(10 mg/kg, i.p.)的MIA后代mPFC中突触相关蛋白表达减少后,在P0和P4时,在MIA后代mPFC中也观察到ATP8A2表达减少。上调mPFC中的ATP8A2可恢复突触相关蛋白水平,并部分改善MIA后代的行为表现。ATP8A2的上调也阻断了神经元磷脂酰丝氨酸外化,消除了MIA后代mPFC中的兴奋/抑制(E/I)失衡。本研究表明,MIA暴露后ATP8A2的低表达可能在介导后代大脑发育和功能异常中起作用。ATP8A2可能代表了一种参与mia诱导的后代神经精神疾病的新分子,并可能作为精神疾病干预的新治疗靶点。
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引用次数: 0
NLRP3 inflammasome mediates astroglial dysregulation of innate and adaptive immune responses in schizophrenia NLRP3炎性体介导精神分裂症先天性和适应性免疫反应的星形胶质细胞失调。
IF 8.8 2区 医学 Q1 IMMUNOLOGY Pub Date : 2025-02-01 DOI: 10.1016/j.bbi.2024.11.030
Attila Szabo , Ibrahim Akkouh , Jordi Requena Osete , Denis Reis de Assis , Elena Kondratskaya , Timothy Hughes , Thor Ueland , Ole A. Andreassen , Srdjan Djurovic
Mounting evidence indicates the involvement of neuroinflammation in the development of schizophrenia (SCZ), but the potential role of astroglia in this phenomenon remains poorly understood. We assessed the molecular and functional consequences of inflammasome activation using induced pluripotent stem cell (iPSC)-derived astrocytes generated from SCZ patients and healthy controls (CTRL). Screening protein levels in astrocytes at baseline identified lower expression of the NLRP3-ASC complex in SCZ, but increased Caspase-1 activity upon specific NLRP3 stimulation compared to CTRL. Using transcriptional profiling, we found corresponding downregulations of NLRP3 and ASC/PYCARD in both iPSC-derived astrocytes, and in a large (n = 429) brain postmortem case-control sample. Functional analyses following NLRP3 activation revealed an inflammatory phenotype characterized by elevated production of IL-1β/IL-18 and skewed priming of helper T lymphocytes (Th1/Th17) by SCZ astrocytes. This phenotype was rescued by specific inhibition of NLRP3 activation, demonstrating its dependence on the NLRP3 inflammasome. Taken together, SCZ iPSC-astrocytes display unique, NLRP3-dependent inflammatory characteristics that are manifested via various cellular functions, as well as via dysregulated innate and adaptive immune responses.
越来越多的证据表明神经炎症参与了精神分裂症(SCZ)的发展,但星形胶质细胞在这一现象中的潜在作用仍然知之甚少。我们使用来自SCZ患者和健康对照(CTRL)的诱导多能干细胞(iPSC)来源的星形胶质细胞来评估炎性小体激活的分子和功能后果。基线星形胶质细胞蛋白水平筛选发现,SCZ中NLRP3- asc复合物的表达较低,但与CTRL相比,特异性NLRP3刺激增加了Caspase-1活性。通过转录谱分析,我们在ipsc衍生的星形胶质细胞和一个大的(n = 429)脑死后病例对照样本中发现NLRP3和ASC/PYCARD的相应下调。NLRP3激活后的功能分析显示,炎症表型的特征是IL-1β/IL-18的产生升高,SCZ星形胶质细胞扭曲启动辅助性T淋巴细胞(Th1/Th17)。这种表型是通过特异性抑制NLRP3激活来挽救的,这表明它依赖于NLRP3炎性体。综上所述,SCZ ipsc -星形胶质细胞显示出独特的nlrp3依赖性炎症特征,这些炎症特征通过各种细胞功能以及失调的先天和适应性免疫反应表现出来。
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Brain, Behavior, and Immunity
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