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The Power of a Complex Systems Perspective to Elucidate Aging. 从复杂系统的角度阐明衰老的力量。
Alan A Cohen, Marcel G M Olde Rikkert

It is becoming highly accepted that aging, age-related diseases, and geriatric healthcare can move forward if reductionist research is complemented by integrative research uniting knowledge on specific aging mechanisms, multiple biomedical, social, psychological, lifestyle, and environmental factors and their interactions. In this special issue, we present exciting papers that illustrate how complexity science theory and practice can be applied to aging research and provide a better understanding and quantification of healthy aging and vulnerability to disease. Recent insights on biomarkers, clocks of aging, frailty, and resilience are covered and studied in interaction with a dynamic multiscale perspective. The editorial and closing viewpoint guide you through basic principles of gerontological complexity science and shed light on new research horizons, including innovative systems-based interventions.

越来越多的人认为,如果能将特定的衰老机制、多种生物医学、社会、心理、生活方式和环境因素及其相互作用的知识结合起来进行综合研究,那么衰老、与年龄有关的疾病和老年医疗保健就能向前发展。在本特刊中,我们将介绍一些令人振奋的论文,说明如何将复杂性科学理论和实践应用于老龄化研究,并更好地理解和量化健康老龄化和疾病易感性。文章从动态多尺度的视角,对生物标志物、衰老时钟、虚弱和恢复力等方面的最新观点进行了阐述和研究。社论和结语将引导您了解老年学复杂性科学的基本原理,并揭示新的研究视野,包括基于系统的创新干预措施。
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引用次数: 0
Introduction to Special Issue on Complexity. 复杂性特刊导言。
Lewis A Lipsitz
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引用次数: 0
Safe(r) Landing by Older People: A Matter of Complexity. 老年人安全着陆:复杂性问题。
Rich S W Masters, Liis Uiga

Maintaining balance is a complex motor problem that requires coordinated contributions from multiple biological systems. Aging inevitably lessens the fidelity of biological systems, which can result in an increased risk of falling and associated injuries. It is advantageous to land safely, but falls manifest in diverse ways, so different motor solutions are required to land safely. However, without considerable practice, it is difficult to recall the appropriate motor solution for a fall and then apply it effectively in the brief duration before hitting the ground. A complex systems perspective provides a lens through which to view the problem of safe(r) landing. It may be possible to use motor analogies to promote degeneracy within the perceptual motor system so that, regardless of the direction in which an older person falls, their body self-organizes to land with less likelihood of injury.

保持平衡是一个复杂的运动问题,需要多个生物系统的协调配合。衰老不可避免地会降低生物系统的保真度,从而增加跌倒的风险和相关伤害。安全着陆是有利的,但跌倒的表现形式多种多样,因此需要不同的运动解决方案才能安全着陆。然而,如果没有大量的练习,就很难在坠落时想起适当的电机解决方案,然后在落地前的短暂时间内有效地加以应用。复杂系统的视角为我们提供了一个观察安全着陆问题的视角。也许可以利用运动类比来促进感知-运动系统的退化,这样,无论老年人从哪个方向跌倒,他们的身体都会自我组织,使落地时受伤的可能性降低。
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引用次数: 0
Temporal Dynamics of Epigenetic Aging and Frailty From Midlife to Old Age. 从中年到老年的表观遗传衰老和虚弱的时间动力学。
Jonathan K L Mak, Ida K Karlsson, Bowen Tang, Yunzhang Wang, Nancy L Pedersen, Sara Hägg, Juulia Jylhävä, Chandra A Reynolds

Background: DNA methylation-derived epigenetic clocks and frailty are well-established biological age measures capturing different aging processes. However, whether they are dynamically linked to each other across chronological age remains poorly understood.

Methods: This analysis included 1 309 repeated measurements in 524 individuals aged 50-90 years from the Swedish Adoption/Twin Study of Aging. Frailty was measured using a validated 42-item frailty index (FI). Five epigenetic clocks were calculated, including 4 principal component (PC)-based clocks trained on chronological age (PCHorvathAge and PCHannumAge) and aging-related physiological conditions (PCPhenoAge and PCGrimAge), and a pace of aging clock (DunedinPACE). Using dual change score models, we examined the dynamic, bidirectional associations between each of the epigenetic clocks and the FI over age to test for potential causal associations.

Results: The FI exhibited a nonlinear, accelerated increase across the older adulthood, whereas the epigenetic clocks mostly increased linearly with age. For PCHorvathAge, PCHannumAge, PCPhenoAge, and PCGrimAge, their associations with the FI were primarily due to correlated levels at age 50 but with no evidence of a dynamic longitudinal association. In contrast, we observed a unidirectional association between DunedinPACE and the FI, where a higher DunedinPACE predicted a subsequent increase in the FI, but not vice versa.

Conclusions: Our results highlight a temporal order between epigenetic aging and frailty such that changes in DunedinPACE precede changes in the FI. This potentially suggests that the pace of aging clock can be used as an early marker of the overall physiological decline at system level.

背景:DNA甲基化衍生的表观遗传时钟和虚弱是公认的生物年龄测量,捕捉不同的衰老过程。然而,人们对它们是否在按时间顺序排列的年龄段内动态地相互联系仍知之甚少。方法:该分析包括瑞典收养/双胞胎老龄化研究中524名50至90岁的个体的1309次重复测量。虚弱是使用经验证的42项虚弱指数(FI)来测量的。计算了五个表观遗传学时钟,包括四个基于主成分(PC)的时钟,这些时钟根据时间年龄(PCHorvathAge、PCHannumAge)和衰老相关的生理条件(PCPhenoAge、PCGrimAge)以及衰老速度时钟(DunedinPACE)进行训练。使用双重变化评分模型,我们检查了每个表观遗传时钟和FI之间随年龄变化的动态双向关联,以测试潜在的因果关联。结果:FI在整个成年期呈非线性加速增长,而表观遗传学时钟大多随年龄呈线性增长。对于PCHorvathAge、PCHannumAge、PCPhenoAge和PCGrimAge,它们与FI的相关性主要是由于50岁时的相关水平,但没有证据表明存在动态纵向相关性。相反,我们观察到DunedinPACE和FI之间存在单向关联,其中较高的DunedinPPACE预测FI随后会增加,但反之亦然。结论:我们的研究结果强调了表观遗传衰老和虚弱之间的时间顺序,因此DunedinPACE的变化先于FI的变化。这可能表明衰老时钟的速度可以作为系统水平整体生理下降的早期标志。
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引用次数: 0
Differences in Cumulative Long-Term Care Costs by Dental Visit Pattern Among Japanese Older Adults: The JAGES Cohort Study. 日本老年人牙科就诊模式的累积长期护理成本差异:JAGES 队列研究。
Sakura Kiuchi, Kenji Takeuchi, Masashige Saito, Taro Kusama, Noriko Nakazawa, Kinya Fujita, Katsunori Kondo, Jun Aida, Ken Osaka

Background: Long-term care (LTC) costs create burdens on aging societies. Maintaining oral health through dental visits may result in shorter LTC periods, thereby decreasing LTC costs; however, this remains unverified. We examined whether dental visits in the past 6 months were associated with cumulative LTC insurance (LTCI) costs.

Methods: This cohort study of the Japan Gerontological Evaluation Study targeted independent adults aged≥65 years in 2010 over an 8-year follow-up. We used data from a self-reported questionnaire and LTCI records from the municipalities. The outcome was cumulative LTCI costs, and exposure was dental visits within 6 months for prevention, treatment, and prevention or treatment. A 2-part model was used to estimate the differences in the predicted cumulative LTCI costs and 95% confidence intervals (CIs) for each dental visit.

Results: The mean age of the 8 429 participants was 73.7 years (standard deviation [SD] = 6.0), and 46.1% were men. During the follow-up period, 17.6% started using LTCI services. The mean cumulative LTCI cost was USD 4 877.0 (SD = 19 082.1). The predicted cumulative LTCI costs were lower among those had dental visits than among those who did not. The differences in predicted cumulative LTCI cost were -USD 1 089.9 (95% CI = -1 888.5 to -291.2) for dental preventive visits, -USD 806.7 (95% CI = -1 647.4 to 34.0) for treatment visits, and -USD 980.6 (95% CI = -1 835.7 to -125.5) for preventive or treatment visits.

Conclusions: Dental visits, particularly preventive visits, were associated with lower cumulative LTCI costs. Maintaining oral health through dental visits may effectively reduce LTCI costs.

背景:长期护理(LTC)费用给老龄化社会造成了负担。通过看牙来保持口腔健康可能会缩短长期护理时间,从而降低长期护理成本;然而,这一点仍未得到证实。我们研究了过去 6 个月的牙科就诊是否与累积的 LTC 保险(LTCI)费用有关:这项日本老年学评估研究的队列研究以 2010 年年龄≥65 岁的独立成年人为对象,随访八年。我们使用的数据来自自我报告问卷和各市的 LTCI 记录。结果是累计的 LTCI 费用,暴露是 6 个月内为预防、治疗和预防或治疗而进行的牙科就诊。我们使用了一个由两部分组成的模型来估算每次牙科就诊的累计 LTCI 费用预测差异和 95% 置信区间 (CI):8429 名参与者的平均年龄为 73.7 岁(标准差 [SD] =6.0),46.1% 为男性。在随访期间,17.6%的人开始使用 LTCI 服务。平均累计长期护理保险费用为 4877.0 美元(标准差=19082.1)。接受过牙科检查者的预测累计 LTCI 费用低于未接受过牙科检查者。牙科预防性就诊的预测累积 LTCI 成本差异为-1089.9 美元(95%CI = -1,888.5 --291.2),治疗性就诊的预测累积 LTCI 成本差异为-806.7 美元(95%CI = -1,647.4 --34.0),预防性或治疗性就诊的预测累积 LTCI 成本差异为-980.6 美元(95%CI = -1,835.7 --125.5):结论:牙科就诊,尤其是预防性就诊,与较低的累计 LTCI 成本相关。通过牙科就诊保持口腔健康可有效降低长期护理保险费用。
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引用次数: 0
Understanding Longevity: SIN-3 and DAF-16 Revealed as Independent Players in Lifespan Regulation. 了解长寿:揭示 SIN-3 和 DAF-16 在寿命调节中的独立作用
Chandrika Konwar, Jayant Maini, Daman Saluja

Aging is the process of gradual physio-biochemical deterioration. Although aging is inevitable, healthy aging is the key to individual and communal well-being. Therefore, it is essential to understand the regulation of aging. SIN-3/Sin-3 is a unique regulatory protein that regulates aging without DNA-binding activity. It functions by establishing multiple protein interactions. To understand the functional mechanism of this transcriptional regulator, the Caenorhabditis elegans protein interactome was assessed for SIN-3 interactions. DAF-16/FOXO emerged as one of the leading contenders for SIN-3-mediated regulation of aging. This study looks at the concerted role of SIN-3 and DAF-16 proteins in lifespan regulation. Phenotypic profiling for the mutants of these genes shows the functional accord between these 2 proteins with similar functions in stress response and vital biological processes. However, there were no significant physical interactions when checked for protein-protein interaction between SIN-3 and DAF-16 proteins. C. elegans genomics and transcriptomics data also indicated the possibilities of concerted gene regulation. This genetic regulation is more likely related to SIN-3 dominance on DAF-16 function. Overall, SIN-3 and DAF-16 proteins have strong functional interactions that ensure healthy aging. The influence of SIN-3 on DAF-16-mediated stress response is one of their convergence points in longevity regulation.

衰老是生理生化逐渐退化的过程。虽然衰老不可避免,但健康的衰老是个人和社会福祉的关键。因此,了解衰老的调控至关重要。SIN-3/Sin3 是一种独特的调控蛋白,它在没有 DNA 结合活性的情况下调控衰老。它通过建立多种蛋白质相互作用来发挥作用。为了了解这种转录调控因子的功能机制,我们评估了草履虫蛋白质相互作用组中 SIN-3 的相互作用。DAF-16/FOXO 成为 SIN-3 介导的衰老调控的主要竞争者之一。本研究探讨了 SIN-3 和 DAF-16 蛋白在寿命调控中的协同作用。对这些基因的突变体进行的表型分析表明,这两种蛋白在应激反应和重要生物过程中具有相似的功能。然而,在检测SIN-3和DAF-16蛋白之间的蛋白质相互作用时,并没有发现明显的物理相互作用。秀丽隐杆线虫基因组学和转录组学数据也表明了基因协同调控的可能性。这种基因调控更有可能与 SIN-3 对 DAF-16 功能的支配作用有关。总之,SIN-3 和 DAF-16 蛋白具有很强的功能相互作用,可确保健康老化。SIN-3 对 DAF-16 介导的应激反应的影响是它们在长寿调控方面的交汇点之一。
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引用次数: 0
Causal Relationship Between Gut Microbiota, Metabolites, and Sarcopenia: A Mendelian Randomization Study. 肠道微生物群、代谢物与 "肌肉疏松症 "之间的因果关系:孟德尔随机化研究。
Xiangyu Zhang, Guang Yang, Shide Jiang, Bingzhou Ji, Wenqing Xie, Hengzhen Li, Jianfeng Sun, Yusheng Li

Background: Gut microbiota imbalance and sarcopenia are frequently observed in older adults. Gut microbiota and their metabolites are considered risk factors contributing to the heightened risk of sarcopenia, but whether these associations are causal remains unclear.

Methods: We conducted linkage disequilibrium score regression and 2-sample Mendelian randomization (MR) methods with single-nucleotide polymorphisms sourced from large-scale genome-wide association studies as instrumental variables to examine the causal associations linking gut microbiota with their metabolites to the sarcopenia. Following the MR analysis, subsequent sensitivity analyses were conducted to reinforce the robustness and credibility of the obtained results.

Results: MR analysis yielded compelling evidence demonstrating the correlation between genetically predicted gut microbiota and metabolites and the risk of sarcopenia. The abundance of Porphyromonadaceae, Rikenellaceae, Terrisporobacter, and Victivallis was found to be associated with walking pace. Our study also found suggestive associations of 12 intestinal bacteria with appendicular lean mass, and of Streptococcaceae, Intestinibacter, Paraprevotella, Ruminococcaceae UCG009, and Sutterella with grip strength. Specifically, we identified 21 gut microbiota-derived metabolites that may be associated with the risk of sarcopenia.

Conclusions: Utilizing a 2-sample MR approach, our study elucidates the causal interplay among gut microbiota, gut microbiota-derived metabolites, and the occurrence of sarcopenia. These findings suggest that gut microbiota and metabolites may represent a potential underlying risk factor for sarcopenia, and offer the promise of novel therapeutic focal points.

背景:在老年人群中经常观察到肠道微生物群失衡和肌肉疏松症。肠道微生物群及其代谢产物被认为是导致肌少症风险增加的风险因素,但这些关联是否是因果关系仍不清楚:我们以大规模全基因组关联研究中的 SNPs 为工具变量,采用关联不平衡得分回归和双样本孟德尔随机方法,研究肠道微生物群及其代谢物与肌肉疏松症之间的因果关系。在进行了MR分析后,又进行了敏感性分析,以加强所得结果的稳健性和可信度:磁共振分析得出了令人信服的证据,证明了基因预测的肠道微生物群和代谢物与肌肉疏松症风险之间的相关性。研究发现,卟啉单胞菌科(Porphyromonadaceae)、Rikenellaceae、Terrisporobacter 和 Victivallis 的丰度与 WP 相关。我们的研究还发现,12 种肠道细菌与 ALM 相关,链球菌科、肠杆菌科、副链球菌科、反刍球菌科 UCG009 和 Sutterella 与 GS 相关。具体来说,我们发现了 21 种肠道微生物群衍生代谢物可能与肌少症风险有关:我们的研究利用双样本磁共振方法,阐明了肠道微生物群、肠道微生物群衍生代谢物与肌少症发生之间的因果关系。这些发现表明,肠道微生物群和代谢物可能是导致肌肉疏松症的潜在风险因素,并有望成为新的治疗重点。
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引用次数: 0
A Risk Variant rs6922617 in TREM Is Discrepantly Associated With Defining Neuropathological Hallmarks in the Alzheimer's Continuum. TREM 中的一个风险变体 rs6922617 与阿尔茨海默氏症的神经病理学特征的定义存在差异。
Shuangjie Qian, Yi Zheng, Tao Jiang, Jialong Hou, Ruixue Cao, Jinlai Cai, Enzi Ma, Wenwen Wang, Weihong Song, Chenglong Xie

The single nucleotide polymorphism (SNP)-rs6922617 in the triggering receptor expressed on myeloid cells (TREM) gene cluster is a potential risk factor for Alzheimer's disease (AD). Here, we examined whether rs6922617 is associated with AD-defining neuropathological hallmarks and memory performance. We assessed the interaction between the variant rs6922617 and levels of beta-amyloid (Aβ), tau pathology, neurodegeneration, namely amyloid-tau-neurodegeneration framework, and cognition functions in 660 healthy controls, 794 mild cognitively impaired, and 272 subjects with AD. We employed linear regression and linear mixed models to examine the association. Here we find that the SNP-rs6922617 in the TREM gene cluster is associated with a higher global amyloid-ligands positron emission tomography (Aβ-PET) burden and lower fluorodeoxyglucose positron emission tomography (FDG-PET) load. Interestingly, rs6922617 risk allele carriers exhibit a significantly reduced tau accumulation compared to the non-carriers, indicating a discrepant association with Aβ and tau pathologies. Though the participants carrying the rs6922617 risk allele do not show a correlation with poorer cognitive performance, stronger neuropathological phenotypes, and memory impairments are evident in ApoE ε4 carriers with the rs6922617 risk allele. These results support the notion that the SNP-rs6922617 in the TREM gene cluster is associated with AD-related neuropathological hallmarks, such as Aβ and FDG-mediated neurodegeneration, rather than tau accumulation. Although the direct association with memory impairment in the Alzheimer's continuum remains inconclusive, our findings suggest a potential role of rs6922617 in facilitating neuropathology hallmarks.

髓系细胞上表达的触发受体(TREM)基因簇中的单核苷酸多态性(SNP)-rs6922617是阿尔茨海默病(AD)的潜在风险因素。在此,我们研究了 rs6922617 是否与阿兹海默症定义的神经病理学特征和记忆表现相关。我们评估了变异体 rs6922617 与 660 名健康对照组(HCs)、794 名轻度认知功能受损组(MCI)和 272 名 AD 受试者中的β-淀粉样蛋白(Aβ)水平、tau 病理学、神经变性(即淀粉样蛋白-tau-神经变性(ATN)框架)和认知功能之间的相互作用。我们采用线性回归和线性混合模型来检验两者之间的关联。在这里,我们发现 TREM 基因簇中的 SNP-rs6922617 与较高的全球淀粉样配体正电子发射断层扫描(Aβ-PET)负荷和较低的脱氧葡萄糖正电子发射断层扫描(FDG-PET)负荷有关。有趣的是,与非等位基因携带者相比,rs6922617 风险等位基因携带者的 tau 积累明显减少,这表明 Aβ 和 tau 病理学之间存在差异。虽然携带 rs6922617 风险等位基因的参与者与较差的认知能力没有相关性,但具有 rs6922617 风险等位基因的载脂蛋白 E ε4 携带者具有更强的神经病理学表型和明显的记忆障碍。这些结果支持了这样一种观点,即 TREM 基因簇中的 SNP-rs6922617 与 AD 相关的神经病理学特征(如 Aβ 和 FDG 介导的神经变性)有关,而不是与 tau 累积有关。虽然与阿尔茨海默氏症持续期记忆损伤的直接关联仍无定论,但我们的研究结果表明,rs6922617 在促进神经病理学标志方面具有潜在作用。
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引用次数: 0
Differential Responses to Aging Among the Transcriptome and Proteome of Mesenchymal Progenitor Populations. 间充质祖细胞转录组和蛋白质组对衰老的不同反应。
Jack Feehan, Nicholas Tripodi, Dmitry Kondrikov, Tissa Wijeratne, Jeffrey Gimble, William Hill, Vasso Apostolopoulos, Gustavo Duque

The biological aging of stem cells (exhaustion) is proposed to contribute to the development of a variety of age-related conditions. Despite this, little is understood about the specific mechanisms which drive this process. In this study, we assess the transcriptomic and proteomic changes in 3 different populations of mesenchymal progenitor cells from older (50-70 years) and younger (20-40 years) individuals to uncover potential mechanisms driving stem cell exhaustion in mesenchymal tissues. To do this, we harvested primary bone marrow mesenchymal stem and progenitor cells (MPCs), circulating osteoprogenitors (COP), and adipose-derived stem cells (ADSCs) from younger and older donors, with an equal number of samples from men and women. These samples underwent RNA sequencing and label-free proteomic analysis, comparing the younger samples to the older ones. There was a distinct transcriptomic phenotype in the analysis of pooled older stem cells, suggestive of suppressed proliferation and differentiation; however, these changes were not reflected in the proteome of the cells. Analyzed independently, older MPCs had a distinct phenotype in both the transcriptome and proteome consistent with altered differentiation and proliferation with a proinflammatory immune shift in older adults. COP cells showed a transcriptomic shift to proinflammatory signaling but no consistent proteomic phenotype. Similarly, ADSCs displayed transcriptomic shifts in physiologies associated with cell migration, adherence, and immune activation but no proteomic change with age. These results show that there are underlying transcriptomic changes with stem cell aging that may contribute to a decline in tissue regeneration. However, the proteome of the cells was inconsistently regulated.

干细胞的生物衰老(衰竭)被认为是导致各种年龄相关疾病的原因。尽管如此,人们对驱动这一过程的具体机制知之甚少。在本研究中,我们评估了来自老年人(50-70岁)和年轻人(20-40岁)的间充质祖细胞三个不同群体的转录组和蛋白质组变化,以揭示间充质组织中驱动干细胞衰竭的潜在机制。为此,我们从年轻和年长的捐献者身上采集了原始骨髓间充质干细胞和祖细胞(MPCs)、循环造骨细胞(COP)和脂肪来源干细胞(ADSCs),其中男性和女性样本的数量相等。对这些样本进行了 RNA 测序和无标记蛋白质组分析,并将年轻样本与年长样本进行了比较。在对汇集的老年干细胞进行分析时,发现了一种独特的转录组表型,表明增殖和分化受到抑制;但这些变化并没有反映在细胞的蛋白质组中。通过独立分析,老年多核干细胞在转录组和蛋白质组中都有不同的表型,这与分化和增殖的改变一致,表明老年人的免疫系统发生了促炎性转变。COP 细胞显示转录组向促炎信号转变,但没有一致的蛋白质组表型。同样,ADSCs 在与细胞迁移、粘附和免疫激活相关的生理过程中显示出转录组变化,但蛋白质组没有随着年龄的增长而变化。这些结果表明,干细胞衰老会引起潜在的转录组变化,可能导致组织再生能力下降。然而,细胞蛋白质组的调控却不一致。
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引用次数: 0
Bringing Geroscience into the Mainstream: From Education to Clinical Practice, What Will It Take? 让老年科学成为主流:从教育到临床实践,需要什么?
Iman M Al-Naggar, Kenneth G Campellone, Sara E Espinoza, Jamie N Justice, Miranda E Orr, Chester Kozikowski, Odette van der Willik, Christine Thatcher, Kenneth Schmader, Robert J Pignolo, John C Newman, George A Kuchel
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引用次数: 0
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The journals of gerontology. Series A, Biological sciences and medical sciences
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