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Plasma multi-omics and machine learning reveal predictive biomarkers for type 2 diabetes and retinopathy in Qatar biobank cohort.

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Title: Plasma multi-omics and machine learning reveal predictive biomarkers for type 2 diabetes and retinopathy in Qatar biobank cohort.
Authors: Ahmed, Ikhlak1 (AUTHOR), Bhat, Ajaz A.1 (AUTHOR), Jeya, Sujitha Padma1 (AUTHOR), Wong, Wilson K. M.2 (AUTHOR), Sadida, Hana Q.1 (AUTHOR), Polkamp, Mya2 (AUTHOR), Hardikar, Hrishikesh P.2 (AUTHOR), Lakshmi, Jyothi1 (AUTHOR), Hussain, Sura Ahmed1 (AUTHOR), Chin-Smith, Evonne1 (AUTHOR), Ranjan, Amaresh K.2 (AUTHOR), Joglekar, Mugdha V.2 (AUTHOR), Hardikar, Anandwardhan A.2 (AUTHOR), Fakhro, Khalid3,4,5 (AUTHOR), Akil, Ammira Al-Shabeeb1,6 (AUTHOR) aakil@sidra.org
Source: Journal of Translational Medicine. 10/22/2025, Vol. 23 Issue 1, p1-15. 15p.
Database: Academic Search Ultimate
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  Data: Plasma multi-omics and machine learning reveal predictive biomarkers for type 2 diabetes and retinopathy in Qatar biobank cohort.
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  Data: <searchLink fieldCode="AR" term="%22Ahmed%2C+Ikhlak%22">Ahmed, Ikhlak</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Bhat%2C+Ajaz+A%2E%22">Bhat, Ajaz A.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Jeya%2C+Sujitha+Padma%22">Jeya, Sujitha Padma</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wong%2C+Wilson+K%2E+M%2E%22">Wong, Wilson K. M.</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Sadida%2C+Hana+Q%2E%22">Sadida, Hana Q.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Polkamp%2C+Mya%22">Polkamp, Mya</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hardikar%2C+Hrishikesh+P%2E%22">Hardikar, Hrishikesh P.</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Lakshmi%2C+Jyothi%22">Lakshmi, Jyothi</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hussain%2C+Sura+Ahmed%22">Hussain, Sura Ahmed</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Chin-Smith%2C+Evonne%22">Chin-Smith, Evonne</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Ranjan%2C+Amaresh+K%2E%22">Ranjan, Amaresh K.</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Joglekar%2C+Mugdha+V%2E%22">Joglekar, Mugdha V.</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hardikar%2C+Anandwardhan+A%2E%22">Hardikar, Anandwardhan A.</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Fakhro%2C+Khalid%22">Fakhro, Khalid</searchLink><relatesTo>3,4,5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Akil%2C+Ammira+Al-Shabeeb%22">Akil, Ammira Al-Shabeeb</searchLink><relatesTo>1,6</relatesTo> (AUTHOR)<i> aakil@sidra.org</i>
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Translational+Medicine%22">Journal of Translational Medicine</searchLink>. 10/22/2025, Vol. 23 Issue 1, p1-15. 15p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=188798319
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        Value: 10.1186/s12967-025-07113-x
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              Text: 10/22/2025
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