Cheishvili David, Do Carmo Sonia, Caraci Filippo, Grasso Margherita, Cuello A Claudio, Szyf Moshe
EpiMedTech Global, Singapore 409051, Singapore.
HKG Epitherapeutics Ltd., Hong Kong SAR, China.
Aging (Albany NY). 2025 Jan 22;17(1):131-160. doi: 10.18632/aging.206188.
This study introduces EpiAgePublic, a new method to estimate biological age using only three specific sites on the gene known for its connection to aging. Unlike traditional methods that require complex and extensive data, our model uses a simpler approach that is well-suited for next-generation sequencing technology, which is a more advanced method of analyzing DNA methylation. This new model overcomes some of the common challenges found in older methods, such as errors due to sample quality and processing variations. We tested EpiAgePublic with a large and varied group of over 4,600 people to ensure its accuracy. It performed on par with, and sometimes better than, more complicated models that use much more data for age estimation. We examined its effectiveness in understanding how factors like HIV infection and stress affect aging, confirming its usefulness in real-world clinical settings. Our results prove that our simple yet effective model, EpiAgePublic, can capture the subtle signs of aging with high accuracy. We also used this model in a study involving patients with Alzheimer's Disease, demonstrating the practical benefits of next-generation sequencing in making precise age-related assessments. This study lays the groundwork for future research on aging mechanisms and assessing how different interventions might impact the aging process using this clock.
本研究介绍了EpiAgePublic,这是一种仅使用基因上三个与衰老相关的特定位点来估计生物学年龄的新方法。与需要复杂且大量数据的传统方法不同,我们的模型采用了一种更简单的方法,这种方法非常适合新一代测序技术,这是一种分析DNA甲基化的更先进方法。这种新模型克服了旧方法中一些常见的挑战,比如样本质量和处理差异导致的误差。我们用一个超过4600人的庞大且多样化的群体对EpiAgePublic进行了测试,以确保其准确性。它的表现与使用更多数据进行年龄估计的更复杂模型相当,有时甚至更好。我们研究了它在理解诸如HIV感染和压力等因素如何影响衰老方面的有效性,证实了它在实际临床环境中的有用性。我们的结果证明,我们简单而有效的模型EpiAgePublic能够高精度地捕捉衰老的细微迹象。我们还在一项涉及阿尔茨海默病患者的研究中使用了这个模型,展示了新一代测序在进行精确的年龄相关评估方面的实际益处。这项研究为未来关于衰老机制的研究以及使用这个时钟评估不同干预措施如何影响衰老过程奠定了基础。