The association of DNA methylation-based epigenetic age acceleration with facial expression recognition in older adults

IF 3.5 3区 医学 Q2 GERIATRICS & GERONTOLOGY
Da-eun Lee , Yinan Zheng , Kyoung-Bok Min , Brian Joyce , Jun Wang , Tao Gao , Lifang Hou , Sang-Won Ha , Da-Eun Jeong , Min-Ju Kang , Jin-Young Min , Kyeezu Kim
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引用次数: 0

Abstract

Background

Facial expression recognition (FER) abilities play a crucial role in fostering beneficial social relationships for healthy aging, however, these abilities tend to decline as people age. We investigated the association between epigenetic age acceleration (EAA) and FER among older individuals.

Methods

Accuracy rates and response times for six emotions, anger, disgust, fear, happiness, sadness, and surprise, were assessed in outpatients who visited the Veterans Health Service Medical Center. We calculated six EAA measures (intrinsic EAA, extrinsic EAA, PhenoAge acceleration, GrimaAge2 acceleration, skin and blood Age Acceleration, and Dunedin Pace of Aging Calculated from the Epigenome), based on DNA methylation levels across 935,000 CpGs. We employed multiple linear regression models adjusting for demographic and socioeconomic variables.

Results

In men, EAA was associated with a lower accuracy rate for fear (DunedinPACE: β= -7.53, 95 % CI= -12.12, -2.95) and a higher rate for sadness (Grim2AA: β= 5.44, 95 % CI= 0.37, 10.51). In women, EAA was associated with a lower accuracy rate for anger (SBAA: β= -5.06, 95 % CI= -9.43, -0.70) and a higher rate for happiness (EEAA: β= 4.79, 95 % CI= 0.85, 8.73). In men, EAA had an association with a faster response for fear (EEAA: β= -0.24, 95 % CI= -0.44, -0.05) and in women, for all emotions except sadness.

Conclusions

Greater EAA was associated with higher accuracy rates in recognizing happiness among women and sadness among men. Our findings suggest that biological aging may enhance recognition of positive emotions and empathy for others' sadness, rather than simply reducing FER abilities.
基于DNA甲基化的表观遗传年龄加速与老年人面部表情识别的关系
面部表情识别(FER)能力在促进有益的社会关系中起着至关重要的作用,然而,随着人们年龄的增长,这些能力往往会下降。我们研究了老年人表观遗传年龄加速(EAA)与FER之间的关系。方法对到退伍军人健康服务医疗中心就诊的患者进行愤怒、厌恶、恐惧、快乐、悲伤和惊讶6种情绪的准确率和反应时间评估。基于93.5万CpGs的DNA甲基化水平,我们计算了六种EAA测量(内在EAA、外在EAA、表型年龄加速、GrimaAge2加速、皮肤和血液年龄加速以及从表观基因组计算的达尼丁衰老速度)。我们采用多元线性回归模型调整人口统计和社会经济变量。结果在男性中,EAA对恐惧的准确率较低(DunedinPACE: β= -7.53, 95% CI= -12.12, -2.95),对悲伤的准确率较高(Grim2AA: β= 5.44, 95% CI= 0.37, 10.51)。在女性中,EAA对愤怒的准确率较低(SBAA: β= -5.06, 95% CI= -9.43, -0.70),而对快乐的准确率较高(EEAA: β= 4.79, 95% CI= 0.85, 8.73)。在男性中,EAA与对恐惧的快速反应有关(EEAA: β= -0.24, 95% CI= -0.44, -0.05),而在女性中,除了悲伤,对所有情绪都有更快的反应。结论EAA越大,识别女性快乐和男性悲伤的准确率越高。我们的研究结果表明,生物衰老可能会增强对积极情绪的识别和对他人悲伤的同情,而不是简单地降低记忆能力。
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来源期刊
CiteScore
7.30
自引率
5.00%
发文量
198
审稿时长
16 days
期刊介绍: Archives of Gerontology and Geriatrics provides a medium for the publication of papers from the fields of experimental gerontology and clinical and social geriatrics. The principal aim of the journal is to facilitate the exchange of information between specialists in these three fields of gerontological research. Experimental papers dealing with the basic mechanisms of aging at molecular, cellular, tissue or organ levels will be published. Clinical papers will be accepted if they provide sufficiently new information or are of fundamental importance for the knowledge of human aging. Purely descriptive clinical papers will be accepted only if the results permit further interpretation. Papers dealing with anti-aging pharmacological preparations in humans are welcome. Papers on the social aspects of geriatrics will be accepted if they are of general interest regarding the epidemiology of aging and the efficiency and working methods of the social organizations for the health care of the elderly.
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