Deep Neural Network For Prediction of Ageing

Exiting news for people working the field of ageing, biogerontology and computational chemistry. 

Ageing can be viewed in two ways

a) Ageing at physiological or organ system level
b) Ageing at cellular level

mostly ageing at cellular level is responsible for causing problems at organ system level. However, fighting ageing at cellular level by targeting single molecular pathway may not be sufficient enough due to complex dynamics in action that causes ageing to progress forward. Complexity of life can be unfolded by simplest molecules that causes an amplified effect in a bigger picture.

We know that cancer, Alzheimer's, cardiovascular problems and others are age related diseases that lead to problems. Pathways driven by proteins like m-TOR, sirtuins and others are been explored to fight ageing. Recently Insilico. Inc undertook a systematic studied on fundamental bio-molecules and their correlation with ageing. The paper can be downloaded from here.


The paper explains the development of a model based on 64,000 blood sample tests from human subjects. The model is based on 21 important blood test biomarkers that can be used for prediction ageing process in individuals. They have successfully identified five important biomarkers that play critical role in ageing.

i) Albumin
ii) Glucose
iii)Alkaline phosphatase
iv) Urea and
v)  Erythrocytes 

For common people they have availed a web portal called www.aging.ai where by providing the blood test results, the AI can predict the age of subject with surprising high accuracy. It clearly shows the advances in the computational biology towards developing deeper and complex correlations between disease and biomolecules. In Silico Inc. is currently making considerable effort in developing deep learning solutions in the field of regenerative medicine, embryonic development, cross species comparison and new drug discovery program.

Pharma.Ai is part of Insilico.Inc that is mainly responsible for use of deep neural networks in biomedical application. The group is currently working on two major projects of analyzing 

a) Correlation between transcriptomic data and ageing
b) Deep learned multi-disease marker and classifier 
c) Predictor of mechanism of action of multiple drugs based on multi-omics data 
d) Blood chemistry based marker for human ageing (One of the milestone was published recently as discussed above).

Recently Insilico Inc. is also planning to collaborate with other major institutions to find biomarkers for human ageing. Please check following recent press release

Insilico Medicine will provide advanced signaling pathway activation analysis services to evaluate differential changes between healthy tissues and those affected by disease as well as comparing tissues of different ages. In addition to signaling pathway analysis, parties intend to develop artificially-intelligent comprehensive biomarkers of human aging based on large sample data sets.

3 comments:

sivanesan said...

The best thing is that your blog really informative thanks for your great information!
erp in chennai

CIIT Noida said...

CIITN is the best SAP training and placement Institute in noida. Contestant will analyze in keeping with modern-day enterprise trends by way of certified and industry experts & SAP training Institute in Noida. They provide a 100% placement help with the best training of IT cousrses.

If you are looking best sap training in Noida then you can join CIITN. One of the premier training and development institute for SAP Training Program in Noida. The company provides 6 weeks/ 6 Months Training for SAP. They provide training in all SAP Modules like SAP HANA,SAP B1, SAP FICO etc. Just come for free demo class and then join SAP and move up in your career .

SAP Training Institute in Noida
sap training in noida
sap institute in noida
sap course in noida
best sap training institute in noida

Billy Jhonson said...

I can only express a word of thanks! Nothing else. Because your topic is nice, you can add knowledge. Thank you very much for sharing this information.

Avriq India
avriq
pest control
cctv camera