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Reversal of proteomic aging with exercise-results from the UK biobank and a 12-week intervention study. 运动逆转蛋白质组老化——来自英国生物银行和一项为期12周的干预研究的结果
IF 6 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-26 DOI: 10.1038/s41514-025-00318-w
Sindre Lee-Ødegård, M Austin Argentieri, Frode Norheim, Christian Andre Drevon, Kåre Inge Birkeland

Biological aging varies between individuals and may be influenced by health behaviors. Using data from 45,438 UK Biobank participants, we found that a higher proteomic aging score (ProtAgeGap) was linked to lower physical activity and increased risk of type 2 diabetes. The UK Biobank cohort included both men and women. In a 12-week supervised exercise study (MyoGlu) in 26 men, ProtAgeGap decreased by the equivalent of 10 months. While most of the 204 proteins in the score remained stable, some, like CLEC14A, changed with exercise and were linked to improved insulin sensitivity. Transcriptomic data from muscle and fat tissue supported these protein-level changes, highlighting pathways, such as PI3K-Akt and MAPk signaling, involved in tissue remodeling and metabolism. Our findings suggest that while proteomic aging is mostly stable, it can be modestly reversed by exercise. Specific proteins within the signature may act as sensitive indicators of metabolic adaptation, supporting the idea that proteomic aging is a modifiable marker linked to lifestyle and disease risk. Clinical trial number: clinicaltrials.gov: NCT01803568 registered 2013-02-26.

生物衰老因人而异,可能受到健康行为的影响。使用来自45,438名英国生物银行参与者的数据,我们发现较高的蛋白质组老化评分(ProtAgeGap)与较低的身体活动和2型糖尿病风险增加有关。英国生物银行的研究对象包括男性和女性。在一项针对26名男性的为期12周的监督运动研究(MyoGlu)中,ProtAgeGap减少了相当于10个月的时间。虽然204种蛋白质中的大多数保持稳定,但一些蛋白质,如cle14a,会随着运动而改变,并与胰岛素敏感性的提高有关。来自肌肉和脂肪组织的转录组学数据支持这些蛋白质水平的变化,强调了参与组织重塑和代谢的途径,如PI3K-Akt和MAPk信号。我们的研究结果表明,虽然蛋白质组学衰老在很大程度上是稳定的,但它可以通过锻炼适度逆转。特征中的特定蛋白质可能作为代谢适应的敏感指标,支持蛋白质组衰老是与生活方式和疾病风险相关的可修改标记的观点。临床试验号:clinicaltrials.gov: NCT01803568注册于2013-02-26。
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引用次数: 0
Defining the marker and developmental trajectory of myeloid-derived suppressor cells in aging by single-cell transcriptomics. 利用单细胞转录组学确定衰老过程中髓源性抑制细胞的标记和发育轨迹。
IF 6 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-24 DOI: 10.1038/s41514-025-00317-x
Yaru Su, Ruimin Wu, Haochen Ai, Zhaoming Zhong, Lin Zou, Zihan Wang, Kewu Tu, Lingzheng Tang, Jiawen Gao, Yusheng Huang, Congrui Liao, Guanhai Zeng, Hongyang Zhang, Jian Jin, Siyuan Zhu

Myeloid-derived suppressor cells (MDSCs) are recognized as a key mediator of immunosuppression in aging, which induce immunosenescence and increase elderly people's susceptibility to infections, cancers, autoimmune diseases, and degenerative diseases. However, the commonly used MDSC markers overlap with those defining healthy and normal neutrophils or monocytes, which makes it challenging to distinguish MDSCs from their myeloid counterparts, and hampers deeper understanding of the pathophysiological functions of MDSCs. In this study, we compared MDSCs from aged mice to young controls using single-cell RNA sequencing. We established MDSC-specific gene signature, which revealed the general characteristics of MDSCs during aging, and thus facilitating distinguishing them from normal myeloid cells. Experimental study revealed that CD300c may serve as a specific marker for improved detection and enrichment of MDSCs in aging. CD11b+Gr1+CD300c+ cells demonstrated a robust ability of T cell suppression. The universality and applicability of MDSC-specific gene signature have also been demonstrated in human myeloid cells. We also found that MDSCs from aged individuals shared the similar developmental trajectory with their myeloid counterparts, and may develop from mature myeloid cells, both in mice and human beings, which has been reported by a limited number of studies. Overall, our work extends the understanding of MDSCs in aging process.

髓源性抑制细胞(myelloid -derived suppressor cells, MDSCs)被认为是衰老过程中免疫抑制的关键介质,它诱导免疫衰老,增加老年人对感染、癌症、自身免疫性疾病和退行性疾病的易感性。然而,常用的MDSC标记与那些定义健康和正常中性粒细胞或单核细胞的标记重叠,这使得将MDSC与髓细胞相区分具有挑战性,并阻碍了对MDSC病理生理功能的更深入理解。在这项研究中,我们使用单细胞RNA测序比较了老年小鼠和年轻对照组的MDSCs。我们建立了MDSCs特异性基因标记,揭示了MDSCs在衰老过程中的一般特征,从而有助于将其与正常骨髓细胞区分开来。实验研究表明,CD300c可能是衰老过程中改善MDSCs检测和富集的特异性标志物。CD11b+Gr1+CD300c+细胞表现出强大的T细胞抑制能力。骨髓细胞特异性基因标记的普适性和适用性也已在人骨髓细胞中得到证实。我们还发现,来自老年人的MDSCs与其髓系细胞具有相似的发育轨迹,并且可能从小鼠和人类的成熟髓系细胞发育而来,这在有限的研究中已经报道过。总的来说,我们的工作扩展了对MDSCs在衰老过程中的理解。
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引用次数: 0
Recommendations for biomarker data collection in clinical trials by longevity biotechnology companies. 长寿生物技术公司在临床试验中收集生物标志物数据的建议。
IF 6 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-23 DOI: 10.1038/s41514-025-00313-1
Chiara M S Herzog, Jesse R Poganik, Nicola Boekstein, Kristen Fortney, James G Peyer, Jim Mellon, Risa Starr, Nir Barzilai, Mahdi Moqri

Biomarkers of aging have the potential to transform geroscience clinical trials because of their broad applications in stratifying participants, prioritizing interventions, and monitoring responses to geroprotectors. As longevity biotechnology companies (LBCs) continue to plan and launch innovative clinical trials, standard practices in collecting data and applying biomarkers of aging will allow the field to support parallel and ongoing validation and benchmarking efforts for aging biomarkers. Moreover, defining best practices will ensure future reuse of valuable clinical data through pre-competitive alignment on shared tools. Here, we propose recommendations for such collections. We believe that wide adoption of these recommendations will allow LBCs to produce and leverage the highest quality data from their clinical trials, while also benefiting the geroscience field more broadly with minimal additional effort.

衰老生物标志物具有改变老年科学临床试验的潜力,因为它们在分层参与者、优先干预和监测对老年保护剂的反应方面有着广泛的应用。随着长寿生物技术公司(lbc)不断计划和推出创新的临床试验,收集数据和应用衰老生物标志物的标准做法将使该领域能够支持并行和持续的衰老生物标志物验证和基准测试工作。此外,定义最佳实践将确保未来通过对共享工具的竞争前对齐来重用有价值的临床数据。在此,我们对此类集合提出建议。我们相信,广泛采用这些建议将使lbc能够从其临床试验中产生和利用最高质量的数据,同时还能以最小的额外努力更广泛地造福于老年科学领域。
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引用次数: 0
Age-related nigral downregulation of the Parkinson's risk factor FAM49B primes human microglia for inflammaging. 与年龄相关的帕金森危险因子FAM49B的神经下调为人类小胶质细胞炎症提供了条件。
IF 6 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-19 DOI: 10.1038/s41514-025-00296-z
Jacqueline Martin, Guan-Ju Lai, Christopher Y Park, Colista West, Trevor Van Brunt, Samarah Ahmed, Saheed Lawal, Maya Dickson, Taylor Russo, Wendy Akmentin, Molly Weiner, Zachary B Hobel, Benjamin Kolisnyk, Joshua L Plotkin, Olga G Troyanskaya, Markus Riessland

Parkinson's Disease (PD) is characterized by the loss of dopaminergic neurons in the substantia nigra pars compacta (SNpc), which is associated with changes in microglia function. While age remains the biggest risk factor, the underlying molecular cause of PD onset and its concurrent neuroinflammation are not well understood. Many identified PD risk genes have been directly linked to dopamine neuron impairment, while others are linked to immune cell function. In this study, we found that the PD risk gene FAM49B is critically expressed in microglia of the human SNpc and is downregulated with age and PD. We utilized human and murine microglia cells to demonstrate the role of FAM49B in regulating fundamental microglial functions such as cytoskeletal maintenance, migration, surface adherence, energy homeostasis, autophagy, and, importantly, inflammatory response. Downregulation of microglial FAM49B, as observed in the SNpc of aging individuals, led to significant alterations in these cellular functions, which are associated with increased microglial activation. Thus, our study highlights novel cell-type-specific roles of FAM49B and provides a potential mechanism for susceptibility to neuroinflammation, and reactive gliosis observed in both PD and normal aging.

帕金森病(PD)的特征是黑质致密部(SNpc)多巴胺能神经元的丧失,这与小胶质细胞功能的改变有关。虽然年龄仍然是最大的危险因素,但PD发病的潜在分子原因及其并发的神经炎症尚不清楚。许多已确定的帕金森病风险基因与多巴胺神经元损伤直接相关,而其他基因则与免疫细胞功能有关。在本研究中,我们发现PD风险基因FAM49B在人类SNpc的小胶质细胞中临界表达,并随着年龄和PD而下调。我们利用人和小鼠小胶质细胞来证明FAM49B在调节基本小胶质细胞功能中的作用,如细胞骨架维持、迁移、表面粘附、能量稳态、自噬,以及重要的炎症反应。在衰老个体的SNpc中观察到,小胶质细胞FAM49B的下调导致这些细胞功能的显著改变,这与小胶质细胞激活的增加有关。因此,我们的研究强调了FAM49B新的细胞类型特异性作用,并提供了PD和正常衰老中观察到的神经炎症易感性和反应性胶质细胞增生的潜在机制。
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引用次数: 0
Do we actually need aging clocks? 我们真的需要衰老时钟吗?
IF 6 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-19 DOI: 10.1038/s41514-025-00312-2
Dmitrii Kriukov, Evgeniy Efimov, Mikhail S Gelfand, Alexey Moskalev, Ekaterina E Khrameeva

Aging clocks use machine learning to estimate biological age as a proxy for general health state. Here, we critically examine their practical value, highlighting fundamental challenges: abstract definitions, inconsistent clinical validation, and ignored prediction uncertainty. By comparing aging clocks with expert risk scores, direct outcome predictors, and emerging large health models, we question their benefits and encourage researchers to explicitly justify clock advantage over established alternatives, ensuring truly actionable insights.

衰老时钟使用机器学习来估计生物年龄,作为总体健康状态的代表。在这里,我们批判性地审视它们的实用价值,强调基本挑战:抽象的定义,不一致的临床验证,以及忽视预测的不确定性。通过将老化时钟与专家风险评分、直接结果预测指标和新兴的大型健康模型进行比较,我们质疑它们的好处,并鼓励研究人员明确证明时钟优于已建立的替代方案,确保真正可行的见解。
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引用次数: 0
Cognitive aging clock based on Explainable artificial intelligence. 基于可解释人工智能的认知衰老时钟。
IF 6 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-18 DOI: 10.1038/s41514-025-00289-y
Mikhail I Krivonosov, Tatiana A Khabarova, Elena V Kondakova, Tatiana A Shvets, Vera N Grigoryeva, Claudio Franceschi, Sofia A Polevaia, Mikhail V Ivanchenko

Biological clocks aim to estimate the physiological state of an organism, or of specific organs or systems, from the perspective of aging. The inferred individual age acceleration is presumably linked to increased mortality and morbidity risks. Here, we introduce a cognitive aging clock based on a battery of five tests (sensomotor arithmetic, sensomotor mirror letter, 1-back, campimetry and the Stroop), capturing sensory and verbal perception, working memory, and decision-making in the context of cognitive conflict. The developed LightGBM machine learning model has the cognitive age MAE of 7.6 years. SHAP analysis yields the overall and individualized interpretations of accelerated aging. In particular, we demonstrate the dominant contribution of Stroop and campimetry test variables to cognitive age. The cognitive age is accelerated in the patients with dementia, whereas moderate cognitive impairment also shows the acceleration trend, but lacks statistical significance. MoCA test score is negatively associated with cognitive age deviation.

生物钟旨在从衰老的角度估计生物体或特定器官或系统的生理状态。推断出的个人年龄加速可能与死亡率和发病率风险增加有关。在这里,我们介绍了一种基于五项测试(感觉运动算术、感觉运动镜像字母、1-back、campimetry和Stroop)的认知老化时钟,它捕捉了认知冲突背景下的感觉和语言感知、工作记忆和决策。开发的LightGBM机器学习模型的认知年龄MAE为7.6岁。SHAP分析产生加速老化的整体和个性化的解释。特别是,我们证明了Stroop和campimetry测试变量对认知年龄的主要贡献。痴呆患者认知年龄加速,中度认知障碍患者也有加速的趋势,但缺乏统计学意义。MoCA测试成绩与认知年龄偏差呈负相关。
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引用次数: 0
Sociodemographic differences in discontinuation of high-risk medications: a retrospective cohort study. 高危药物停药的社会人口学差异:一项回顾性队列研究。
IF 6 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-18 DOI: 10.1038/s41514-025-00310-4
Katharina Tabea Jungo, Niteesh K Choudhry, Julie C Lauffenburger

Older adults frequently use medications deemed high-risk, despite clinical recommendations supporting their discontinuation. We conducted a retrospective cohort study using administrative claims data from a large national U.S. health insurer (2017-2023) to assess high-risk medication discontinuation among adults aged ≥65 years and their association with sociodemographic factors. Among 729,705 long-term users of high-risk medications (mean age 74 [SD: 7], 59% female), only 22.8% discontinued for ≥90 consecutive days without subsequent refills (mean follow-up: 626 days). Discontinuation was more likely among Black adults (HR = 1.07, 95% CI: 1.03-1.11), particularly between 2020-2021, while men (HR = 0.89, 95% CI: 0.87-0.91) and those aged ≥75 years (HR = 0.86, 95% CI: 0.84-0.91) were less likely to discontinue compared to women and younger older adults, respectively. Notably, the combined effect of male gender and older age was associated with increased discontinuation (HR = 1.04, 95% CI: 1.02-1.06), whereas other sociodemographic combinations showed no meaningful interaction. When stratified by medication class, significant variation persisted for central nervous system, gastrointestinal, and pain medications but not for endocrine or cardiovascular medications. These findings highlight persistently low discontinuation rates and suggest the need for targeted interventions to reduce inappropriate medication use in older adults.

老年人经常使用被认为是高风险的药物,尽管临床建议支持停用。我们使用美国一家大型国家健康保险公司(2017-2023)的行政索赔数据进行了一项回顾性队列研究,以评估≥65岁成人中高危药物停药及其与社会人口因素的关系。在729,705名高风险药物长期使用者(平均年龄74岁[SD: 7], 59%为女性)中,只有22.8%的患者停药≥连续90天且无后续补药(平均随访626天)。黑人成年人停药的可能性更大(HR = 1.07, 95% CI: 1.03-1.11),特别是在2020-2021年之间,而男性(HR = 0.89, 95% CI: 0.87-0.91)和年龄≥75岁的患者(HR = 0.86, 95% CI: 0.84-0.91)分别比女性和较年轻的老年人停药的可能性更小。值得注意的是,男性性别和年龄较大的联合效应与停药增加有关(HR = 1.04, 95% CI: 1.02-1.06),而其他社会人口统计学组合没有显示有意义的相互作用。当按药物类别分层时,中枢神经系统、胃肠和疼痛药物存在显著差异,但内分泌或心血管药物则没有。这些发现强调了持续较低的停药率,并提示需要有针对性的干预措施来减少老年人不适当的药物使用。
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引用次数: 0
AI-aided identification of dual-purpose therapeutic targets PRPF19 and MAPK9 in hepatocellular carcinoma and cellular senescence. 人工智能辅助鉴定肝癌和细胞衰老的双重治疗靶点PRPF19和MAPK9。
IF 6 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-17 DOI: 10.1038/s41514-025-00294-1
Christopher Ren, Geoffrey Ho Duen Leung, Qiuqiong Tang, Peiran Zhang, Yongming Ma, Ying Xin, Sarah Wing Yan Lok, Frank W Pun, Alex Zhavoronkov

Hepatocellular carcinoma (HCC) is one of the most prevalent and malignant forms of primary liver cancer, with limited therapeutic options and a poor prognosis. Cellular senescence contributes to the progression of chronic liver disease while creating a microenvironment that supports tumor growth. This study aims to identify dual-purpose therapeutic targets for HCC treatment and cellular senescence intervention, potentially leading to more effective therapeutic strategies. Utilizing the AI-driven target discovery platform PandaOmics, we prioritized 27 high-confidence, and 8 novel HCC targets potentially associated with cellular senescence. Experimental validations confirmed that the knockdown of pre-mRNA-processing factor 19 (PRPF19) or mitogen-activated protein kinase 9 (MAPK9) in HCC cells significantly reduced cell proliferation. Additionally, suppression of PRPF19 or MAPK9 in hepatic stellate cells treated with doxorubicin resulted in a significant decrease in cellular senescence. These findings underscore the pivotal roles of PRPF19 and MAPK9 in both HCC cell proliferation and cellular senescence, suggesting them as promising novel dual-purpose therapeutic targets for HCC treatment and mitigation of senescence-associated pathologies.

肝细胞癌(HCC)是原发性肝癌中最常见的恶性形式之一,治疗选择有限,预后差。细胞衰老有助于慢性肝病的进展,同时创造一个支持肿瘤生长的微环境。本研究旨在确定HCC治疗和细胞衰老干预的双重目的治疗靶点,可能导致更有效的治疗策略。利用人工智能驱动的靶点发现平台PandaOmics,我们优先考虑了27个高置信度和8个可能与细胞衰老相关的新型HCC靶点。实验证实,在HCC细胞中敲低前mrna加工因子19 (PRPF19)或丝裂原活化蛋白激酶9 (MAPK9)可显著降低细胞增殖。此外,在阿霉素处理的肝星状细胞中,抑制PRPF19或MAPK9导致细胞衰老的显著减少。这些发现强调了PRPF19和MAPK9在HCC细胞增殖和细胞衰老中的关键作用,表明它们是HCC治疗和缓解衰老相关病理的有希望的新的双重目的治疗靶点。
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引用次数: 0
Biological aging, left ventricular dysfunction and mortality in patients with heart failure with preserved ejection fraction. 生物老化、左心室功能障碍和保留射血分数的心力衰竭患者的死亡率。
IF 6 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-17 DOI: 10.1038/s41514-025-00281-6
Xinghao Xu, Zihao Huang, Xingfeng Xu, Menghui Liu, Rihua Huang, Zhenyu Xiong, Yue Guo, Shaozhao Zhang, Ziwei Zhou, Ziyue Tang, Xinxue Liao, Xiaodong Zhuang

Accelerated biological aging (BA) is linked to adverse cardiovascular events, but its role in heart failure with preserved ejection fraction (HFpEF) remains unclear. We analyzed 1,727 HFpEF patients from RED-CARPET Study (ChiCTR2000039901), assessing BA using Klemera-Doubal and PhenoAge methods. During a median 4.9-year follow-up, 321 all-cause and 180 cardiovascular deaths occurred. After full adjustment, per 1-SD increase in BA acceleration showed significantly higher risk of all-cause mortality (KDMAge HR 1.55, 95% CI 1.40-1.72; PhenoAge HR 1.24, 95% CI 1.11-1.40) and cardiovascular mortality (KDMAge HR 1.47, 95% CI 1.28-1.69; PhenoAge HR 1.21, 95% CI 1.04-1.41). BA acceleration was also significantly related to increased left ventricular mass index (LVMI), relative wall thickness, and E/e' ratio. Mediation analysis revealed that both LVMI and the E/e' ratio partially mediated the relationship between BA acceleration and mortality. These findings suggest BA acceleration may serve as a key prognostic marker in patients with HFpEF.

加速生物老化(BA)与不良心血管事件有关,但其在保留射血分数(HFpEF)心力衰竭中的作用尚不清楚。我们分析了来自RED-CARPET Study (ChiCTR2000039901)的1,727例HFpEF患者,使用klemera - double和PhenoAge方法评估BA。在平均4.9年的随访期间,发生了321例全因死亡和180例心血管死亡。完全校正后,BA加速每增加1 sd,全因死亡率(KDMAge HR 1.55, 95% CI 1.40-1.72; PhenoAge HR 1.24, 95% CI 1.11-1.40)和心血管死亡率(KDMAge HR 1.47, 95% CI 1.28-1.69; PhenoAge HR 1.21, 95% CI 1.04-1.41)显著增加。BA加速还与左室质量指数(LVMI)、相对壁厚和E/ E比值升高显著相关。中介分析显示,LVMI和E/ E′比值在BA加速与死亡率的关系中起部分中介作用。这些发现提示BA加速可能是HFpEF患者预后的关键指标。
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引用次数: 0
Sympathetic-parasympathetic system deregulation theory of aging. 衰老的交感-副交感系统解除管制理论。
IF 6 Q2 GERIATRICS & GERONTOLOGY Pub Date : 2025-12-16 DOI: 10.1038/s41514-025-00293-2
Joseph P Errico, Benneth Ben-Azu, Makenna Gargus, M Karen Newell Rogers, Marie-Ève Tremblay

The central nervous system, comprised of the brain, spinal cord, and nerves, includes the autonomic nervous system (ANS) that regulates involuntary functions. Within the ANS, the sympathetic and the parasympathetic nervous systems (SNS and PNS, respectively) control the same bodily functions, but in opposing directions. For example, the sympathetic nervous system elicits our "fight or flight" response, while the parasympathetic system supports "rest and repair" mechanisms in the broadest possible sense. With age, changes occur in how information is transmitted, in energetic requirements and expenditures, and in the ability to respond to change. These alterations with age result in the "hallmarks of aging", specifically including genomic instability, telomere attrition, epigenetic changes, loss of proteostasis, deregulated nutrient-sensing, mitochondrial dysfunction, cellular senescence, stem cell exhaustion, and chronic inflammation. Understanding these age-dependent changes is essential for promoting healthy aging and longevity. We propose that, at the core of aging, there is an imbalance between the SNS and PNS, which provides opportunities for therapeutic intervention.

中枢神经系统由大脑、脊髓和神经组成,其中包括调节不自主功能的自主神经系统(ANS)。在ANS中,交感神经系统和副交感神经系统(分别为SNS和PNS)控制着相同的身体功能,但方向相反。例如,交感神经系统引发我们的“战斗或逃跑”反应,而副交感神经系统在最广泛的意义上支持“休息和修复”机制。随着年龄的增长,信息的传递方式、精力的需求和支出以及对变化作出反应的能力都发生了变化。这些随年龄的变化导致“衰老的标志”,特别是包括基因组不稳定、端粒磨损、表观遗传改变、蛋白质平衡丧失、营养感知失调、线粒体功能障碍、细胞衰老、干细胞衰竭和慢性炎症。了解这些与年龄相关的变化对于促进健康老龄化和长寿至关重要。我们认为,在衰老的核心,SNS和PNS之间存在不平衡,这为治疗干预提供了机会。
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引用次数: 0
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