Inflammageing

发炎
  • 文章类型: Journal Article
    衰老是一个渐进的过程,不可避免的生理过程。器官老化与慢性炎症的持续存在有关,但是目前缺乏对肾脏衰老过程中炎症状态的了解。对衰老小鼠肾脏进行单细胞转录组测序,以揭示不同细胞类型的分子表型和组成变化。在衰老的早期,免疫细胞如T,肾脏中B细胞和单核巨噬细胞增多。衰老肾脏中T细胞的分子状态发生改变并极化。其中,我们确定了一组高表达Eomes的GZMKCD8T细胞,Pdcd1和Ifng和一组Il17a+T细胞高表达Il17a和Il23r。此外,细胞因子和炎症最终会加重组织损伤。此外,我们发现在肾脏衰老过程中,不同类型的上皮细胞和T细胞之间的相互作用增加。这些结果确定了肾脏衰老早期T细胞的变化,并表明GZMKCD8T细胞可能是改善肾脏与年龄相关的功能障碍的潜在靶标(图形摘要)。
    Aging is a gradual, inevitable physiologic process. The organ aging is related to the persistence of chronic inflammation, but the understanding of inflammatory state during renal aging is lacking currently. Single-cell transcriptome sequencing was performed on aging mouse kidney to reveal the molecular phenotype and composition changes of different cell types. In the early stage of aging, immune cells such as T, B cells and mononuclear macrophages increased in kidney. The molecular state of T cells in aging kidney changed and polarized. Among them, we identified a group of GZMK+ CD8 + T cells with high expression of Eomes, Pdcd1 and Ifng and a group of Il17a+ T cells with high expression of Il17a and Il23r. Moreover, the cytokines and inflammations can aggravate tissue damage eventually. Furthermore, we found the interaction between different types of epithelial cells and T cells increased during the renal aging. These results identify the changes of T cells in the early stage of aging kidney and suggest that GZMK+CD8+ T cells might be a potential target to ameliorate age-associated dysfunctions of kidney(Graphical Abstract).
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  • 文章类型: Journal Article
    人类衰老是一个正常的过程,不一定会导致虚弱的发展。遗传的混合,环境,饮食,生活方式因素会对衰老产生影响,以及个人是否会变得虚弱。虚弱被定义为在身体和细胞水平上生理储备的丧失,氧化应激和炎症等全身过程会导致身体衰退。最新的“组学”技术和系统生物学学科,代谢组学,能够在特定时间和条件下对生物系统中的小分子代谢物进行彻底表征。在生物系统中,代谢物-代谢反应的细胞中间产物-反映系统对基因组的最终反应,转录组,蛋白质组学,表观遗传,或环境改变。作为一种相对较新的技术来表征衰老和疾病中的代谢物和生物标志物,代谢组学已获得普及并具有广泛的应用。我们将全面总结目前在衰老研究中已知的代谢组学,专注于脆弱的生物标志物。与氨基酸有关的代谢物,脂质,碳水化合物,和氧化还原代谢可以作为衰老和/或虚弱发育的生物标志物,基于从人体研究中获得的数据。然而,生物衰老有一种复杂性,由于遗传和环境因素在协调衰老过程中起作用。因此,迫切需要确定导致体弱者功能下降的途径。
    Human ageing is a normal process and does not necessarily result in the development of frailty. A mix of genetic, environmental, dietary, and lifestyle factors can have an impact on ageing, and whether an individual develops frailty. Frailty is defined as the loss of physiological reserve both at the physical and cellular levels, where systemic processes such as oxidative stress and inflammation contribute to physical decline. The newest \"omics\" technology and systems biology discipline, metabolomics, enables thorough characterisation of small-molecule metabolites in biological systems at a particular time and condition. In a biological system, metabolites-cellular intermediate products of metabolic reactions-reflect the system\'s final response to genomic, transcriptomic, proteomic, epigenetic, or environmental alterations. As a relatively newer technique to characterise metabolites and biomarkers in ageing and illness, metabolomics has gained popularity and has a wide range of applications. We will give a comprehensive summary of what is currently known about metabolomics in studies of ageing, with a focus on biomarkers for frailty. Metabolites related to amino acids, lipids, carbohydrates, and redox metabolism may function as biomarkers of ageing and/or frailty development, based on data obtained from human studies. However, there is a complexity that underpins biological ageing, due to both genetic and environmental factors that play a role in orchestrating the ageing process. Therefore, there is a critical need to identify pathways that contribute to functional decline in people with frailty.
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  • 文章类型: Journal Article
    虚弱与炎症和身体成分的变化有关,但是调查结果不一致。为了探索这个,我们使用衰弱指数(FI)定义为(1)研究炎症标志物水平(基线)与随访8年后FI评分变化之间的关联;(2)研究炎症标志物之间的纵向关联,身体成分,和脆弱。家庭老年人(≥70岁)被邀请参加研究,并在8年后再次被邀请进行随访。这项研究共包括133名参与者。炎性标志物包括高敏C反应蛋白(hs-CRP),白细胞介素6(IL-6),肿瘤坏死因子α(TNF-α),和糖蛋白乙酰基(Gp-乙酰基)。我们用身体成分标记脂肪量,无脂质量,和腰围。FI评分由38个变量组成。其他临床评估,如血压和体重指数(BMI),以及关于日常药物的信息,在两次访问中都被收集。采用线性回归模型和Spearman秩相关研究。我们发现8年后FI得分增加,基线时hs-CRP水平较高的参与者的FI评分变化最大.脂肪量的变化与hs-CRP、IL-6的变化显著相关,腰围的变化与TNF-α的变化显著相关。在随访的8年中,药物的使用有所增加,这可能减弱了炎症和虚弱之间的关联。然而,老年人hs-CRP浓度升高可能与随后几年的虚弱风险增加相关.
    Frailty has been linked to inflammation and changes in body composition, but the findings are inconsistent. To explore this, we used the Frailty Index (FI) definition to (1) investigate the association between levels of inflammatory markers (baseline) and change in FI score after 8 years of follow-up and (2) investigate the longitudinal associations between inflammatory markers, body composition, and frailty. Home-dwelling elderly (≥ 70 years) were invited to participate in the study and re-invited to a follow-up visit 8 years later. This study includes a total of 133 participants. The inflammatory markers included were high-sensitive C-reactive protein (hs-CRP), interleukin 6 (IL-6), tumor necrosis factor alpha (TNF-α), and glycoprotein acetyls (Gp-acetyls). We used the body composition markers fat mass, fat-free mass, and waist circumference. The FI score consisted of 38 variables. Additional clinical assessments such as blood pressure and body mass index (BMI), as well as information about daily medications, were collected at both visits. Linear regression model and Spearman\'s rank correlation were used to investigate associations. We showed that the FI score increased after 8 years, and participants with higher hs-CRP levels at baseline had the largest change in the FI score. Changes in fat mass were significantly correlated with changes in hs-CRP and IL-6, and changes in waist circumference were significantly correlated with changes in TNF-α. The use of drugs increased during the 8 years of follow-up, which may have attenuated the associations between inflammation and frailty. However, elevated concentrations of hs-CRP in the elderly may be associated with an increased risk of frailty in subsequent years.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    免疫衰老(IS)是衰老的自然结果,可以描述为免疫系统的灵活性和适应性下降,以充分响应新的,外来抗原。可能导致IS的潜在因素包括持续的疱疹病毒感染,如巨细胞病毒(CMV)。这里,我们对评估CMV和IS之间潜在关联的文献进行了综述.分析了27项流行病学研究,其中包括CMV血清阳性和CMV血清阴性免疫活性个体之间的直接比较。这些研究中的大多数(n=20)是在欧洲人群中进行的。支持CMV之间关系的证据强度,并评估了各种IS相关的免疫学终点。T细胞群体重组是最突出的研究终点,在21项研究中描述,其中大多数报道了CMV与降低的CD4:CD8T细胞比率或改良的CD8T细胞水平之间的关系。端粒长度(n=4)和炎症(n=3)在主要文献中描述较少,这些终点与CMV和IS的关联不那么明显。从我们的评论中出现的趋势是CMV-IS关系与性别和年龄的潜在影响改变,表明在评估CMV和IS之间的关联时考虑各种效应变量的重要性。我们的分析揭示了合理的机制,这些机制可能是文献中看到的更大的流行病学趋势的基础,这些趋势支持CMV对IS的间接影响。未来的研究需要阐明CMV相关和IS相关的免疫终点,以及更多样化的全球和免疫受损人群。
    Immunosenescence (IS) occurs as a natural outcome of ageing and may be described as a decline in immune system flexibility and adaptability to sufficiently respond to new, foreign antigens. Potential factors that may precipitate IS include persistent herpesvirus infections, such as cytomegalovirus (CMV). Here, we conducted a review of the literature evaluating the potential association between CMV and IS. Twenty-seven epidemiologic studies that included direct comparisons between CMV-seropositive and CMV-seronegative immunocompetent individuals were analysed. The majority of these studies (n = 20) were conducted in European populations. The strength of evidence supporting a relationship between CMV, and various IS-associated immunologic endpoints was assessed. T-cell population restructuring was the most prominently studied endpoint, described in 21 studies, most of which reported a relationship between CMV and reduced CD4:CD8 T-cell ratio or modified CD8+ T-cell levels. Telomere length (n = 4) and inflammageing (n = 3) were less frequently described in the primary literature, and the association of these endpoints with CMV and IS was less pronounced. An emergent trend from our review is the potential effect modification of the CMV-IS relationship with both sex and age, indicating the importance of considering various effector variables when evaluating associations between CMV and IS. Our analysis revealed plausible mechanisms that may underlie the larger epidemiologic trends seen in the literature that support the indirect effect of CMV on IS. Future studies are needed to clarify CMV-associated and IS-associated immunologic endpoints, as well as in more diverse global and immunocompromised populations.
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  • 文章类型: Journal Article
    炎症是由衰老引起的永久性低度炎症的一种状况。炎症可以通过C反应蛋白(CRP)或最近描述的生物标志物来预测,该生物标志物测量了几种急性期蛋白GlycA的碳水化合物成分的N-糖基化侧链。本研究的目的是深入研究CRP和GlycA之间的遗传关系,以及它们与其他选定的细胞因子之间的遗传关系。这可能会揭示发炎的机制。使用Olink96炎症面板,我们从TwinsUK数据集中获得了1518对双胞胎的炎症介质数据.从公共来源收集几种细胞因子以及CRP和GlycA的全基因组关联研究的汇总统计。广泛的遗传相关性分析,进行了共定位和遗传富集分析,以检测GlycA和CRP之间的共有遗传结构.进行孟德尔随机化以评估潜在的因果关系。GlycA预测的细胞因子的量值是CRP的两倍。GlycA和CRP具有显著的遗传相关性(Rg=0.4397±0.0854,p值=2.60×10-7)。没有证据表明GlycA和CRP之间存在因果关系,或在这两种生物标志物和细胞因子之间进行评估。然而,水平多效性很好地解释了上述关系。五个外显子遗传变异注释为五个基因解释了GlycA和CRP之间观察到的共享遗传结构:IL6R,GCKR,MLXIPL,SERPINA1和MAP1A。GlycA和CRP拥有共同的遗传结构,但是他们之间的关系似乎很温和,这可能意味着促进不同的炎症途径。与CRP相比,GlycA似乎是更可靠的细胞因子预测因子。
    Inflammageing is a condition of perpetual low-grade inflammation induced by ageing. Inflammageing may be predicted by the C-reactive protein (CRP) or by a recently described biomarker which measures N-glycosylated side chains of the carbohydrate component of several acute-phase proteins known as GlycA. The objective of this study was to examine in depth the genetic relationships between CRP and GlycA as well as between each of them and other selected cytokines, which may shed light on the mechanisms of inflammageing. Using the Olink 96 Inflammation panel, data on inflammatory mediators for 1518 twins from the TwinsUK dataset were acquired. Summary statistics for genome-wide association studies for several cytokines as well as CRP and GlycA were collected from public sources. Extensive genetic correlation analyses, colocalization and genetic enrichment analyses were carried out to detect the shared genetic architecture between GlycA and CRP. Mendelian randomization was carried out to assess potential causal relationships. GlycA predicted examined cytokines with a magnitude twice as great as that of CRP. GlycA and CRP were significantly genetically correlated (Rg = 0.4397 ± 0.0854, p-value = 2.60 × 10-7). No evidence of a causal relationship between GlycA and CRP, or between these two biomarkers and the cytokines assessed was obtained. However, the aforementioned relationships were explained well by horizontal pleiotropy. Five exonic genetic variants annotated to five genes explain the shared genetic architecture observed between GlycA and CRP: IL6R, GCKR, MLXIPL, SERPINA1, and MAP1A. GlycA and CRP possess a shared genetic architecture, but the relationship between them appears to be modest, which may imply the promotion of differing inflammatory pathways. GlycA appears to be a more robust predictor of cytokines compared to CRP.
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  • 文章类型: Journal Article
    由视网膜神经退行性病变引起的与年龄相关的视力丧失在我们的老龄化社会中变得越来越普遍。了解衰老对视网膜稳态的生理和分子影响,我们用了短命的非洲绿松石小鱼,一种已知会自然发展中枢神经系统(CNS)衰老标志和视力丧失的模型。三个年龄组(6-,12-,和18周龄)确定了killifish视网膜中的转录老化指纹,在老年大脑中也发现了揭示的途径,包括氧化应激,胶质增生,和发炎。这些发现与衰老小鼠视网膜中的观察结果相当。此外,与视网膜疾病相关的基因的转录变化,如青光眼和年龄相关性黄斑变性,被观察到。Kurlifish视网膜的细胞异质性被表征,确认所有典型脊椎动物视网膜细胞类型的存在。批量和scRNAseq实验之间的年龄匹配样本的数据整合显示,衰老后基因表达的细胞特异性丧失。提示转录稳态的潜在破坏。鉴定的细胞类型中的差异表达分析强调了神经胶质/免疫细胞作为衰老过程中重要的应激调节因子的作用。我们的工作强调了快速衰老的killifish在阐明与年龄相关的视网膜疾病和视力下降的分子特征方面的价值。这项研究有助于理解与年龄相关的分子通路变化如何影响中枢神经系统健康。提供的见解,可以为未来的治疗策略的年龄相关的病理。
    Age-related vision loss caused by retinal neurodegenerative pathologies is becoming more prevalent in our ageing society. To understand the physiological and molecular impact of ageing on retinal homeostasis, we used the short-lived African turquoise killifish, a model known to naturally develop central nervous system (CNS) ageing hallmarks and vision loss. Bulk and single-cell RNA-sequencing (scRNAseq) of three age groups (6-, 12-, and 18-week-old) identified transcriptional ageing fingerprints in the killifish retina, unveiling pathways also identified in the aged brain, including oxidative stress, gliosis, and inflammageing. These findings were comparable to observations in the ageing mouse retina. Additionally, transcriptional changes in genes related to retinal diseases, such as glaucoma and age-related macular degeneration, were observed. The cellular heterogeneity in the killifish retina was characterized, confirming the presence of all typical vertebrate retinal cell types. Data integration from age-matched samples between the bulk and scRNAseq experiments revealed a loss of cellular specificity in gene expression upon ageing, suggesting potential disruption in transcriptional homeostasis. Differential expression analysis within the identified cell types highlighted the role of glial/immune cells as important stress regulators during ageing. Our work emphasizes the value of the fast-ageing killifish in elucidating molecular signatures in age-associated retinal disease and vision decline. This study contributes to the understanding of how age-related changes in molecular pathways may impact CNS health, providing insights that may inform future therapeutic strategies for age-related pathologies.
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  • 文章类型: Journal Article
    尽管在预防方面取得了广泛的临床和科学进展,诊断和治疗,心血管疾病(CVD)仍然是全球65岁及以上人群发病和死亡的主要原因.在所有与衰老有关的疾病中,心血管疾病是造成老年人近三分之一死亡的原因,首先是所有癌症的结合。年龄是导致心脏和血管损伤的独立且不可避免的危险因素。随着工业化国家人口的平均年龄在上个世纪翻了一番,预计未来十年世界人口的近五分之一将超过65岁,我们可以假设,心血管疾病的负担将主要落在老年人身上。基础和临床科学的证据表明,性别显着影响CVD的发病和严重程度。在女性中,CVD通常比男性晚,并且具有非典型症状。绝经后,然而,女性心血管疾病的发病率和严重程度增加,实现两性平等。尽管心血管老化中的内在性二态可能导致CVD进展中的性别差异,与心血管衰老相关的分子机制及其临床价值尚不清楚。在这次审查中,我们讨论可用的科学知识,注重结构性,荷尔蒙,遗传/表观遗传和炎症途径,寻求将这些发现转移到心血管诊所进行预防,诊断,这些病理的预后和管理,并提出可能的目标细节验证。
    Despite the extensive clinical and scientific advances in prevention, diagnostics and treatment, cardiovascular diseases (CVD) remain the leading cause of morbidity and mortality worldwide for people aged 65 and over. Of all ageing-related diseases, CVD are responsible for almost one-third of deaths in the elderly, being above all cancers combined. Age is an independent and unavoidable risk factor contributing to the impairment of heart and blood vessels. As the average age of the population in industrialized countries has doubled in the last century, and almost a fifth of the world\'s population is predicted to be over 65 in the next decade, we can assume that the burden of CVD will fall primarily on the elderly. Evidence from basic and clinical science has shown that sex significantly influences the onset and severity of CVD. In women, CVD usually develop later than in men and with atypical symptomatology. After menopause, however, the incidence and severity of CVD increase in women, reaching equality in both sexes. Although intrinsic sexual dimorphism in cardiovascular ageing may contribute to the sex differences in CVD progression, the molecular mechanisms associated with cardiovascular ageing and their clinical value are not known in detail. In this review, we discuss the scientific knowledge available, focusing on structural, hormonal, genetic/epigenetic and inflammatory pathways, seeking to transfer these findings to the cardiovascular clinic in terms of prevention, diagnosis, prognosis and management of these pathologies and proposing possible validation of target specifics.
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  • 文章类型: Preprint
    由视网膜神经退行性病变引起的与年龄相关的视力丧失在我们的老龄化社会中变得越来越普遍。了解衰老对视网膜稳态的生理和分子影响,我们用了短命的非洲绿松石小鱼,一种已知会自然发展中枢神经系统(CNS)衰老标志和视力丧失的模型。三个年龄组的批量和单细胞RNA测序(scRNA-seq)(6-,12-,和18周龄)确定了killifish视网膜中的转录老化指纹,在老年大脑中也发现了揭示的途径,包括氧化应激,胶质增生,和发炎。这些发现与衰老小鼠视网膜中的观察结果相当。此外,与视网膜疾病相关的基因的转录变化,如青光眼和年龄相关性黄斑变性,被观察到。对千鱼视网膜的细胞异质性进行了表征,确认所有典型脊椎动物视网膜细胞类型的存在。大量和scRNA-seq实验之间的年龄匹配样本的数据整合揭示了衰老后基因表达的细胞特异性丧失。提示转录稳态的潜在破坏。鉴定的细胞类型中的差异表达分析强调了神经胶质/免疫细胞作为衰老过程中重要的应激调节因子的作用。我们的工作强调了快速老化的killifish在阐明与年龄相关的视网膜疾病和视力下降的分子特征方面的价值。这项研究有助于理解与年龄相关的分子通路变化如何影响中枢神经系统健康。提供的见解,可以为未来的治疗策略的年龄相关的病理。
    衰老的killifish视网膜显示出几种衰老标志,如氧化应激,胶质增生和炎症,在转录组水平。神经退行性疾病的风险基因显示在古老的killifish视网膜中失调。所有脊椎动物视网膜细胞类型都存在于千鱼视网膜中。在各种细胞类型中观察到衰老的killifish视网膜中的转录失调。
    Age-related vision loss caused by retinal neurodegenerative pathologies is becoming more prevalent in our ageing society. To understand the physiological and molecular impact of ageing on retinal homeostasis, we used the short-lived African turquoise killifish, a model known to naturally develop central nervous system (CNS) ageing hallmarks and vision loss. Bulk and single-cell RNA-sequencing (scRNA-seq) of three age groups (6-, 12-, and 18-week-old) identified transcriptional ageing fingerprints in the killifish retina, unveiling pathways also identified in the aged brain, including oxidative stress, gliosis, and inflammageing. These findings were comparable to observations in ageing mouse retina. Additionally, transcriptional changes in genes related to retinal diseases, such as glaucoma and age-related macular degeneration, were observed. The cellular heterogeneity in the killifish retina was characterised, confirming the presence of all typical vertebrate retinal cell types. Data integration from age-matched samples between the bulk and scRNA-seq experiments revealed a loss of cellular specificity in gene expression upon ageing, suggesting potential disruption in transcriptional homeostasis. Differential expression analysis within the identified cell types highlighted the role of glial/immune cells as important stress regulators during ageing. Our work emphasises the value of the fast-ageing killifish in elucidating molecular signatures in age-associated retinal disease and vision decline. This study contributes to the understanding of how age-related changes in molecular pathways may impact CNS health, providing insights that may inform future therapeutic strategies for age-related pathologies.
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  • 文章类型: Journal Article
    背景:低等级,衰老过程中的慢性炎症,(“发炎”),建议参与老年衰弱的发展。然而,关于脆弱之间关联的研究,使用脆弱索引定义,和炎症标志物是有限的。这项研究的目的是调查炎症标志物和衰弱指数(FI)之间的关系,家庭居住的成年人。
    方法:家庭男女年龄≥70岁,我们招募了居住在挪威东南部的人,并纳入了一项横断面研究.当前研究中使用的FI是根据Rockwood的脆弱指数开发的,包括38个变量,导致每个参与者的FI得分在0到1之间。循环炎症标志物(IL-6,CRP,IGF-1,胱抑素C,组织蛋白酶S,和糖蛋白乙酰)使用ELISA分析非空腹血液样品。使用全基因组PBMC转录组学研究FI评分与炎症之间的关联。
    结果:研究人群包括403名老年人(52%为女性),年龄中位数为74岁,平均BMI为26.2kg/m2。全组的平均FI评分为0.15(范围0.005-0.56)。将其分为虚弱组(FI评分≥0.25)和非虚弱组。调整BMI后,年龄,性别,在整个小组中吸烟,IL-6,组织蛋白酶S,胱抑素C,和Gp-乙酰基仍然与FI评分显着相关(IL-6:0.002,95%CI:0.001,0.002,组织蛋白酶S:6.7e-06,95%CI2.44e-06,0.00001,胱抑素C:0.004,95%CI:0.002,0.006,Gp-乙酰基:0.09,95%CI:0.05,0.13,所有p<0.01),而CRP和IGF-1则没有(0.0003,95%CI:-00001,0.0007,p=0.13,(-1.27e-06),95%CI:(-0.0003),0.0003,p=0.99)。FI评分和炎症标志物之间存在显著关联,和FI评分和单核细胞特异性基因表达。
    结论:我们发现FI评分与炎症标志物之间存在关联,以及70岁以上老年受试者的FI评分和单核细胞特异性基因表达之间的差异。炎症是否是虚弱的原因或结果,以及虚弱的进展是否可以通过减少炎症而减弱,还有待澄清。
    BACKGROUND: Low-grade, chronic inflammation during ageing, (\"inflammageing\"), is suggested to be involved in the development of frailty in older age. However, studies on the association between frailty, using the frailty index definition, and inflammatory markers are limited. The aim of this study was to investigate the relationship between inflammatory markers and frailty index (FI) in older, home-dwelling adults.
    METHODS: Home-dwelling men and women aged ≥ 70 years old, living in South-East Norway were recruited and included in a cross-sectional study. The FI used in the current study was developed according to Rockwood\'s frailty index and included 38 variables, resulting in an FI score between 0 and 1 for each participant. Circulating inflammatory markers (IL-6, CRP, IGF-1, cystatin C, cathepsin S, and glycoprotein Acetyls) were analyzed from non-fasting blood samples using ELISA. Whole-genome PBMC transcriptomics was used to study the association between FI score and inflammation.
    RESULTS: The study population comprised 403 elderly (52% women), with a median age of 74 years and a mean BMI of 26.2 kg/m2. The mean FI score for the total group was 0.15 (range 0.005-0.56). The group was divided into a frail group (FI score ≥ 0.25) and non-frail group. After adjusting for BMI, age, sex, and smoking in the whole group, IL-6, cathepsin S, cystatin C, and Gp-acetyls remained significant associated to FI score (IL-6: 0.002, 95% CI: 0.001, 0.002, cathepsin S: 6.7e-06, 95% CI 2.44e-06, 0.00001, cystatin C: 0.004, 95% CI: 0.002, 0.006, Gp- Acetyls: 0.09, 95% CI: 0.05, 0.13, p < 0.01 for all), while CRP and IGF-1 were not (0.0003, 95% CI: -00001, 0.0007, p = 0.13, (-1.27e-06), 95% CI: (-0.0003), 0.0003, p = 0.99). There was a significant association between FI score and inflammatory markers, and FI score and monocyte-specific gene expression.
    CONCLUSIONS: We found an association between FI score and inflammatory markers, and between FI score and monocyte-specific gene expression among elderly subjects above 70 years of age. Whether inflammation is a cause or consequence of frailty and whether the progression of frailty can be attenuated by reducing inflammation remains to be clarified.
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