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1.
Nature ; 624(7990): 164-172, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38057571

RESUMO

Animal studies show aging varies between individuals as well as between organs within an individual1-4, but whether this is true in humans and its effect on age-related diseases is unknown. We utilized levels of human blood plasma proteins originating from specific organs to measure organ-specific aging differences in living individuals. Using machine learning models, we analysed aging in 11 major organs and estimated organ age reproducibly in five independent cohorts encompassing 5,676 adults across the human lifespan. We discovered nearly 20% of the population show strongly accelerated age in one organ and 1.7% are multi-organ agers. Accelerated organ aging confers 20-50% higher mortality risk, and organ-specific diseases relate to faster aging of those organs. We find individuals with accelerated heart aging have a 250% increased heart failure risk and accelerated brain and vascular aging predict Alzheimer's disease (AD) progression independently from and as strongly as plasma pTau-181 (ref. 5), the current best blood-based biomarker for AD. Our models link vascular calcification, extracellular matrix alterations and synaptic protein shedding to early cognitive decline. We introduce a simple and interpretable method to study organ aging using plasma proteomics data, predicting diseases and aging effects.


Assuntos
Envelhecimento , Biomarcadores , Doença , Saúde , Especificidade de Órgãos , Proteoma , Proteômica , Adulto , Humanos , Envelhecimento/sangue , Doença de Alzheimer/sangue , Biomarcadores/sangue , Encéfalo/metabolismo , Disfunção Cognitiva/sangue , Proteoma/análise , Aprendizado de Máquina , Estudos de Coortes , Progressão da Doença , Insuficiência Cardíaca/sangue , Matriz Extracelular/metabolismo , Sinapses/metabolismo , Calcificação Vascular/sangue , Coração
2.
bioRxiv ; 2024 Jun 11.
Artigo em Inglês | MEDLINE | ID: mdl-38915561

RESUMO

Organ-derived plasma protein signatures derived from aptamer protein arrays track organ-specific aging, disease, and mortality in humans, but the robustness and clinical utility of these models and their biological underpinnings remain unknown. Here, we estimate biological age of 11 organs from 44,526 individuals in the UK Biobank using an antibody-based proteomics platform to model disease and mortality risk. Organ age estimates are associated with future onset of heart failure (heart age HR=1.83), chronic obstructive pulmonary disease (lung age HR=1.39), type II diabetes (kidney age HR=1.58), and Alzheimer's disease (brain age HR=1.81) and sensitive to lifestyle factors such as smoking and exercise, hormone replacement therapy, or supplements. Remarkably, the accrual of aged organs progressively increases mortality risk while a youthful brain and immune system are uniquely associated with disease-free longevity. These findings support the use of plasma proteins for monitoring organ health and the efficacy of drugs targeting organ aging disease.

3.
Adv Biol (Weinh) ; 5(3): e2000441, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-33729693

RESUMO

Here, a method for label-free, real-time interrogation, monitoring, detection, and sorting of biological rare cells in magnetically suspended heterogeneous samples is developed. To achieve this, heterogeneous populations of cells are levitated and confined in a microcapillary channel. This strategy enables spatiotemporal differential magnetic levitation of rare fragile dead cells equilibrating at different heights based on the balance between magnetic and corrected gravitational forces. In addition, the sorting of fragile rare dead cell populations is monitored in real-time. This technique provides a broadly applicable label-free tool for high resolution, real-time research, as well as forensic evidence processing of rape kits. This method is validated with forensic mock samples dating back to 2003, isolating sperm from epithelial cells (E. cells) with >90% efficiency and >97% purity. Overall, this method reduces the processing time by over 20-fold down to 20 min, eliminating centrifugation and labels, and providing an inexpensive and high-yield alternative to the current centrifuge-based differential extraction techniques. It can potentially facilitate the forensic downstream genomic analyses, accelerating the identification of suspects, and advancing public safety.


Assuntos
Magnetismo , Contagem de Células , Fenômenos Físicos
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