Pradeep Natarajan, MD, MMSc. Dr. Pradeep Natarajan is a preventive cardiologist, cardiovascular geneticist, and physician-scientist. He is the Director of Preventive …The colleagues of Pradeep Natarajan. At IDFC First Bank, Pradeep Natarajan has 58 colleagues including Vembu Vaidyanathan (CEO), Pravir Vohra (Director) …. In the Banking industry, Pradeep Natarajan has 90,462 colleagues in 4,981 companies located in 188 countries. 33,633 executive movements have …13. i10-index. 26. 15. Pradeep Natarajan. Amazon. Verified email at amazon.com. Computer Vision Machine Learning Natural Language Processing Speech Recognition.West Fraser Timber News: This is the News-site for the company West Fraser Timber on Markets Insider Indices Commodities Currencies StocksFeb 21, 2023 · Abstract. Polygenic risk scores (PRS) are an emerging tool to predict the clinical phenotypes and outcomes of individuals. Validation and transferability of existing PRS across independent datasets and diverse ancestries are limited, which hinders the practical utility and exacerbates health disparities. We propose PRSmix, a framework that ... Pradeep Natarajan. Harvard University - Cardiovascular Research Center; Harvard University - Cardiology Division. More... Abstract. Conventional genome-wide association studies (GWAS) interrogate single variants against traits while the Bayesian multivariate adaptive shrinkage model (mash) allows each variant to be modeled as a ...Abstract. Polygenic risk scores (PRS) are an emerging tool to predict the clinical phenotypes and outcomes of individuals. Validation and transferability of existing PRS across independent datasets and diverse ancestries are limited, which hinders the practical utility and exacerbates health disparities. We propose …Pradeep NATARAJAN of Anna University, Chennai, Chennai | Contact Pradeep NATARAJANPradeep Natarajan. @pnatarajanmd. Immensely honored by this award, and unbelievably lucky to be surrounded by such amazing people @MassGeneralNews. Importantly, *huge* thanks to my mentors who continue to guide me. Thomas Michel and 7 others. Quote Tweet. MassGeneral NewsView Pradeep Natarajan’s profile on LinkedIn, a professional community of 1 billion members. <br>I am a skilled and experienced IT professional with 3.5 years of experience in IT industry in which I have developed strong skill set in IT Networking and Windows Administration.<br>< br> ...Advertisement The fundamental principle in freeze-drying is sublimation, the shift from a solid directly into a gas. Just like evaporation, sublimation occurs when a molecule gains... Dr. Pradeep Natarajan, MD. Dr. Pradeep Natarajan, MD is a cardiology specialist in Boston, MA and has over 15 years of experience in the medical field. He graduated from University of California at Berkeley in 2008. He is affiliated with Massachusetts General Hospital. He is not accepting new patients. Pradeep Natarajan, Cardiovascular Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, and Program in Medical and Population Genetics and Cardiovascular Disease Initiative, Broad Institute of Harvard and MIT, Cambridge, MA, USA.West Fraser Timber News: This is the News-site for the company West Fraser Timber on Markets Insider Indices Commodities Currencies StocksSometimes a mere synopsis can haunt you until the day you die. The trailer for Lamb, the forthcoming freaky horror psychodrama from A24 and director Valdimar Jóhannsson, dropped ye...Pradeep Natarajan (“Prad”) dreamt of being a doctor right from his early childhood spent in India watching his grandfather, who had served as a doctor in the Indian army, run a busy general practice out of his home in a small village in Kerala. Pradeep moved to England aged 9 years and spent his childhood in …ZEN INVESTMENTS LIMITED. See who you know in common. Get introduced. Contact NATARAJAN directly. View NATARAJAN PRADEEP’s profile on LinkedIn, the world’s largest professional community. NATARAJAN has 1 job listed on their profile. See the complete profile on LinkedIn and discover NATARAJAN’s …Among 297,626 veterans with at least one blood lipid measurement, including 57,332 black and 24,743 Hispanic participants, we tested up to around 32 million variants for association with lipid levels and identified 118 novel genome-wide significant loci after meta-analysis with data from the Global Lipids Genetics Consortium (total n > 600,000).ChemE Staff X-Award Nomination Form. Room Reservations. Contact Us. Pradeep Natarajan. CONTACT. Massachusetts Institute of Technology. Department of Chemical Engineering. 77 Massachusetts Avenue, Room 66-350. Cambridge, Massachusetts 02139.May 19, 2016 · Pradeep Natarajan 1 , Sekar Kathiresan 2 Affiliations 1 Center for Human Genetic Research and Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA 02114, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Harvard Medical School, Boston, MA 02115, USA. By Pradeep Natarajan posted Mon May 13, 2019 06:51 PM 0 Like. What's new with the JDBC driver for Informix Author: Brian Hughes, HCL The past couple of years have seen vast improvements in quality, performance and modernization for JDBC. The newest major version of our driver, JDBC 4.50.JC1, …Pradeep Natarajan, Ph.D. - Project Scientist II - Ministry of Earth Sciences | LinkedIn. 💡Design Thinker | 💙 Ocean Technology | 🧐 Curiosity in Learning, Research, Product … Dr. Pradeep Natarajan, MD is a Cardiology Specialist in Boston, MA and has 16 years experience. They graduated from University of California at Berkeley.They currently practice at Practice and are affiliated with Massachusetts General Hospital. Pradeep Natarajan. @pnatarajanmd. Why do hibernating bears, despite prolonged immobility, not get venous thromboembolism? In a new study, scientists prioritize HSP47 down-regulation. I am most impressed with the team for sticking needles in hibernating brown bears!!Sep 5, 2018 · Having witnessed many in his South Asian community contend with cardiovascular ailments—including both of his seemingly healthy grandfathers, who succumbed to fatal heart attacks at a young age—Pradeep Natarajan committed to studying atherosclerotic cardiovascular disease while still in high school. Now, as director of preventive cardiology ... Oct 16, 2018 · Pradeep Natarajan 1 Affiliation 1 Cardiovascular Research Center and Center for Genomic Medicine, Massachusetts General Hospital, Boston, Massachusetts; Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, Massachusetts; and the Department of Medicine, Harvard Medical School, Boston, Massachusetts. Types of Gas Masks - Gas mask types include half-mask air-purifying respirators and full-face respirators. Find out how each of the different types of gas masks work. [email protected]. Phone +1 (302)-244-8464 +91 8754542114. Send Message. All right reserved Pradeep Natarajan @ 2020 ...ZEN INVESTMENTS LIMITED. See who you know in common. Get introduced. Contact NATARAJAN directly. View NATARAJAN PRADEEP’s profile on LinkedIn, the world’s largest professional community. NATARAJAN has 1 job listed on their profile. See the complete profile on LinkedIn and discover NATARAJAN’s …Ambient, structure- and topology-preserving chemical reactions between two archetypal nanoparticles, Ag25(SR)18 and Au25(SR)18, are presented. Despite their geometric robustness and electronic ... Dr. Pradeep Natarajan is the Director of Preventive Cardiology and the Paul and Phyllis… · Experience: Mass General Brigham · Education: University of California, San Francisco - School of ... Preeclampsia and gestational hypertension are common pregnancy complications associated with adverse maternal and offspring outcomes. Current tools for prediction, prevention, and treatment are limited. In discovery analysis, we tested the association of maternal DNA sequence variants with preeclampsia in …Don't fear the taxman, view this one as an opportunity, not a penalty....GS Do we adjust our portfolio now that President Joe Biden is going to propose a huge increase in the c...Feb 2014 - May 2014. • Modelled a semi-batch hydrogel FO membrane system for industrial desalination application. • Analysed the dewatering flux and energy requirements of thermo-sensitive hydrogels across a range of temperatures. • Identified the parameters required for scaling-up a laboratory hydrogel driven FO system.Oct 16, 2018 · Pradeep Natarajan 1 Affiliation 1 Cardiovascular Research Center and Center for Genomic Medicine, Massachusetts General Hospital, Boston, Massachusetts; Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, Massachusetts; and the Department of Medicine, Harvard Medical School, Boston, Massachusetts. Dr. Pradeep Natarajan is the Director of Preventive Cardiology and the Paul and Phyllis Fireman Endowed Chair in Vascular Medicine at Massachusetts General Hospital, Associate Professor of Medicine at Harvard Medical School, Associate Member of the Broad Institute of Harvard and MIT. </p><p>He received his BA in molecular biology with Honors and Phi Beta Kappa in 2004 from the University ... Research Associate: Center for Bioinformatics and Computational Biology, Department of Biotechnology - Cited by 248 - Bioinformatics - Molecular dynamics - Drug designing - Molecular modeling - Computational BiologyAuthor links open overlay panel Thomas C. Gilliland MD a b c, Yuxi Liu MS a, Reza Mohebi MD a, Hannah Miksenas BA a, Sara Haidermota BS a b, Megan Wong BS a b, Xingdi Hu PhD d, Joaquim Rosado Cristino MS d, Auris Browne MD d, Jorge Plutzky MD c e, Sotirios Tsimikas MD, PhD f, James L. Januzzi Jr. MD a c … Natarajan P , Peloso GM , Zekavat SM , et al; NHLBI TOPMed Lipids Working Group. Deep-coverage whole genome sequences and blood lipids among 16,324 individuals. Nat Commun . 2018;9(1):3391. doi: 10.1038/s41467-018-05747-8 PubMed Google Scholar Crossref 11-14-23 Drs. Tet Nakao and Pradeep Natarajan published a letter in the New England Journal of Medicine Familial Clonal Hematopoiesis in a Long Telomere Syndrome. 11-14-23 Drs. Akl Fahed and Pradeep Natarajan recently published in Atherosclerosis Clinical applications of polygenic risk score for …Background: When indicated, guidelines recommend measurement of lipoprotein (a) for cardiovascular risk assessment. However, temporal variability in lipoprotein (a) is not well understood, and it is unclear if repeat testing may help refine risk prediction of coronary artery disease (CAD). Objectives: The authors …Hello, I am Pradeep Natarajan, with 13+ years of industry experience specialized in data science and machine learning. I dive deep to analyze the data and derive information …Pradeep Natarajan, MD, MMSc, Principal Investigator and Director of Preventive Cardiology at Massachusetts General Hospital, where he oversees prevention , genetics, and cardiac rehabilitation programs for atherosclerotic cardiovascular disease. The Natarajan Laboratory uses genomics, biomarkers, bioinformatics, …A wave of warnings on the state of the global economy has weighed on energy markets. Both US and international crude prices have fallen steadily. Jump to International oil prices d...See who you know in common. Get introduced. Contact Pradeep directly. Join to view full profile. View Pradeep Natarajan’s profile on LinkedIn, the world’s largest professional community. Pradeep has 2 jobs listed on their profile. See the complete profile on LinkedIn and discover Pradeep’s connections and jobs at similar …Tetsushi Nakao & Pradeep Natarajan Cardiovascular Research Center and Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA Department of Medicine, Harvard Medical School ...AWS today launched Amazon Honeycode, a no-code environment built around a spreadsheet-like interface that is a bit of a detour for Amazon’s cloud service. Typically, after all, AWS... Christopher J. O’Donnell, MD, MPH; Cristen J. Willer, DPhil; Pradeep Natarajan, MD, MMSc, Vice Chair; on behalf of the American Heart Association Council on Genomic and Precision Medicine; Council on Clinical Cardiology; Council on Arteriosclerosis, Thanks to cloud computing, it's never been cheaper to crunch data in the pursuit of profit. By clicking "TRY IT", I agree to receive newsletters and promotions from Money and its p...Zhi Yu 1 2 , Seyedeh M Zekavat 3 , Sara Haidermota 2 , Rachel Bernardo 2 , Bryan T MacDonald 4 , Peter Libby 5 6 , Hilary K Finucane 1 5 7 , Pradeep Natarajan 1 2 5 Affiliations 1 Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA, USA.Dr. Pradeep Natarajan is a cardiologist in Boston, Massachusetts and is affiliated with Massachusetts General Hospital. He received his medical degree from University of California (San Francisco ...View the profiles of professionals named "Pradeep Natarajan" on LinkedIn. There are 40+ professionals named "Pradeep Natarajan", who use LinkedIn to exchange information, ideas, and opportunities. Amazon - Cited by 1,668 - Computer Vision - Machine Learning - Natural Language Processing - Speech Recognition Pradeep Natarajan 1 , Hannah Miksenas 1 , James L Januzzi Jr 1 Affiliation 1 Division of Cardiology, Massachusetts General Hospital, Boston. PMID: 34812868 DOI: 10.1001/jama.2021.16750 No abstract available ... View Pradeep Natarajan’s profile on LinkedIn, the world’s largest professional community. Pradeep has 4 jobs listed on their profile. See the complete profile on LinkedIn and discover Pradeep ... Feb 2014 - May 2014. • Modelled a semi-batch hydrogel FO membrane system for industrial desalination application. • Analysed the dewatering flux and energy requirements of thermo-sensitive hydrogels across a range of temperatures. • Identified the parameters required for scaling-up a laboratory hydrogel driven FO system.Pradeep Natarajan’s Post Pradeep Natarajan Director of Preventive Cardiology & Fireman Endowed Chair in Vascular Medicine at Massachusetts General Hospital 2h Report ...A new tool from the payroll company Paychex allows for real time payments for HR professionals that gets employees paid as soon as possible. Paychex recently launched its first rea...Having witnessed many in his South Asian community contend with cardiovascular ailments—including both of his seemingly healthy grandfathers, who succumbed to fatal heart attacks at a young age—Pradeep Natarajan committed to studying atherosclerotic cardiovascular disease while still in high school. Now, as …Mohammad Bodiuzzaman 1 , Atanu Ghosh 1 , Korath Shivan Sugi 1 , Abhijit Nag 1 , Esma Khatun 1 , Babu Varghese 2 , Ganesan Paramasivam 1 , Sudhadevi Antharjanam 2 , Ganapati Natarajan 1 , Thalappil Pradeep 1Get an overview about all INFRACAP ETFs – price, performance, expenses, news, investment volume and more. Indices Commodities Currencies StocksNov 1, 2023 · DALLAS, Nov. 1, 2023 — The American Heart Association will present its 2023 Joseph A. Vita Award to Pradeep Natarajan, M.D., M.M.Sc., FAHA, of Massachusetts General Hospital and Harvard Medical School. This award will be presented during the opening session on Saturday, Nov. 11, 2023, at the Association’s Scientific Sessions 2023. Many electric sanders use sandpaper discs that can be attached and removed just like Velcro. Learn more about hook-and-loop sandpaper in this article. Advertisement Hook-and-loop s...Pradeep Natarajan. Massachusetts General Hospital, Harvard Medical School, Broad Institute of Harvard and MIT. Verified email at partners.org - Homepage. ... S Jaiswal, P …June 20, 2009. Dr. Puja Kohli and Dr. Pradeep Natarajan are to be married Sunday at Discovery World at Pier Wisconsin, a science, technology and aquatic resources museum in Milwaukee. Pandit ...ZEN INVESTMENTS LIMITED. See who you know in common. Get introduced. Contact NATARAJAN directly. View NATARAJAN PRADEEP’s profile on LinkedIn, the world’s largest professional community. NATARAJAN has 1 job listed on their profile. See the complete profile on LinkedIn and discover NATARAJAN’s …Aug 12, 2020 · More from pradeep natarajan. pradeep natarajan. MLOPs with Amazon Web Services. Since the last few years, machine learning has captivated the imaginations of a huge number of companies. Since ... 11-14-23 Drs. Tet Nakao and Pradeep Natarajan published a letter in the New England Journal of Medicine Familial Clonal Hematopoiesis in a Long Telomere Syndrome. 11-14-23 Drs. Akl Fahed and Pradeep Natarajan recently published in Atherosclerosis Clinical applications of polygenic risk score for coronary artery disease …Mar 5, 2023 · Accurate stratification of coronary artery disease (CAD) risk remains a critical need. A new polygenic score (GPSMult) incorporates CAD genome-wide association data across five ancestries (>269,000 cases, >1,178,000 controls) with genetic association data for ten CAD risk factors. GPSMult associates with an OR/SD 2.14, (95%CI:2.10-2.19,P<0.001) for prevalent CAD and HR/SD 1.73 (95%CI 1.70-1.76 ... MLOPs with AWS Ecosystem. Amazon Web Service (AWS) is the leading cloud service provider and a pioneer in the industry. It offers a multitude of cloud services for different types of SaaS, PaS ...Pradeep Natarajan is on Facebook. Join Facebook to connect with Pradeep Natarajan and others you may know. Facebook gives people the power to share and makes the world more open and connected.Research Associate: Center for Bioinformatics and Computational Biology, Department of Biotechnology - Cited by 248 - Bioinformatics - Molecular dynamics - Drug designing - Molecular modeling - Computational BiologyDr. Pradeep Natarajan, MD is a Cardiology Specialist in Boston, MA and has 16 years experience. They graduated from University of California at Berkeley.They currently practice at Practice and are affiliated with Massachusetts General Hospital. At present, Dr. Natarajan received an average rating of 2.5/5 from patients and has been reviewed 2 times.Amit V. Khera, Krishna G. Aragam, Pradeep Natarajan, Steven A. Lubitz, Patrick T. Ellinor & Sekar Kathiresan. Cardiovascular Disease Initiative of the Broad Institute of Harvard and MIT, ...Dec 29, 2023 · User-Controllable Arbitrary Style Transfer via Entropy Regularization. AAAI 2023: 433-441. [c43] Xiaomeng Jin, Bhanukiran Vinzamuri, Sriram Venkatapathy, Heng Ji, Pradeep Natarajan: Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions. EMNLP (Findings) 2023: 12437-12450. MLOPs with AWS Ecosystem. Amazon Web Service (AWS) is the leading cloud service provider and a pioneer in the industry. It offers a multitude of cloud services for different types of SaaS, PaS ...What to watch for today What to watch for today Ben Bernanke’s last taper. At the Fed chairman’s last policy meeting, the US central bank is expected to reduce bond-buying by anoth...Dr. Pradeep Natarajan, MD is a Cardiology Specialist in Boston, MA and has 16 years experience. They graduated from University of California at Berkeley.They currently practice at Practice and are affiliated with Massachusetts General Hospital. At present, Dr. Natarajan received an average rating of 2.5/5 from patients and has been reviewed 2 times.Importance: Lipoprotein(a) is a highly heritable biomarker independently associated with atherosclerotic cardiovascular disease (ASCVD). It is unclear whether measured lipoprotein(a) or genetic factors associated with lipoprotein(a) can provide comparable or additional prognostic information for primary prevention.On October 28, Pradeep Natarajan, principal applied scientist in Amazon's Alexa AI team, joined Jeff Blankenburg, principal Alexa evangelist, on Alexa & Friends to discuss his work with Alexa and the significance machine learning has had in the field computer vision and deep neural networks. Natarajan authored or co-authored multiple papers accepted at …The problem of binary classification in the presence of random classification noise is theoretically studied—the learner sees labels that have independently been flipped with some small probability, and methods used in practice such as biased SVM and weighted logistic regression are provably noise-tolerant. …Feb 2014 - May 2014. • Modelled a semi-batch hydrogel FO membrane system for industrial desalination application. • Analysed the dewatering flux and energy requirements of thermo-sensitive hydrogels across a range of temperatures. • Identified the parameters required for scaling-up a laboratory hydrogel driven FO system.Dec 20, 2022 · Pradeep Natarajan, MD, MMSc, Thomas C. Gilliland, MD, and colleagues demonstrated in a contemporary, statin-treated cohort that lipoprotein(a) is associated with the severity of coronary artery disease and clinical outcomes in follow-up, independently of low-density lipoprotein cholesterol levels and other established clinical predictors. Get Pradeep Natarajan's email address (p******@inmobi.com) and phone number (785550....) at RocketReach. Get 5 free searches.The extent to which Lp (a) and OxPLs predict coronary artery disease (CAD) severity and outcomes in a contemporary, statin-treated cohort is not well established. Objectives: This study sought to evaluate the relationships between Lp (a) particle concentration and OxPLs associated with apolipoprotein B (OxPL …Liked by Pradeep Natarajan. 🚀 7 Data Engineering Projects for FREE! 👨🏻💻 Here are the 7 Projects that you can start this weekend 1. Location Based Search📍 Service…. Liked by Pradeep Natarajan. 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“Dr.Pradeep Natarajan is a humble and goal-oriented person. I have been inspired by his smart approach to do any task in connection with work and research. He will update with the latest technology. He is technically good in micromachining, robotics, advanced machining process, additive manufacturing and smart manufacturing.. Stubhub ticket fees
Krishna G Aragam 1 , Pradeep Natarajan 1 Affiliation 1 From the Cardiovascular Research Center, Massachusetts General Hospital, Boston; Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA; and Department of Medicine, Harvard Medical School, Boston, MA.Broad associate member Pradeep Natarajan shares what he’s learned as head of an academic research lab, and talks about his work at the intersection of genetics and cardiology, in a #WhyIScience Q&A. …View the profiles of people named Natarajan Pradeep. Join Facebook to connect with Natarajan Pradeep and others you may know. Facebook gives people the...Feb 21, 2023 · Abstract. Polygenic risk scores (PRS) are an emerging tool to predict the clinical phenotypes and outcomes of individuals. Validation and transferability of existing PRS across independent datasets and diverse ancestries are limited, which hinders the practical utility and exacerbates health disparities. We propose PRSmix, a framework that ... Pradeep Natarajan is on Facebook. Join Facebook to connect with Pradeep Natarajan and others you may know. Facebook gives people the power to share and makes the world more open and connected.MLOPs with AWS Ecosystem. Amazon Web Service (AWS) is the leading cloud service provider and a pioneer in the industry. It offers a multitude of cloud services for different types of SaaS, PaS ...Dr. Pradeep Natarajan, MD is a health care provider primarily located in Boston, MA, with another office in Jamaica Plain, MA. He has 16 years of experience. His specialties include Cardiovascular Disease, Internal Medicine. Dr. Natarajan is affiliated with Brigham & Womens Hospital. He speaks Spanish, …Tetsushi Nakao & Pradeep Natarajan Cardiovascular Research Center and Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA Department of Medicine, Harvard Medical School ... Dr. Pradeep Natarajan, MD. Dr. Pradeep Natarajan, MD is a cardiology specialist in Boston, MA and has over 15 years of experience in the medical field. He graduated from University of California at Berkeley in 2008. He is affiliated with Massachusetts General Hospital. He is not accepting new patients. 11-14-23 Drs. Tet Nakao and Pradeep Natarajan published a letter in the New England Journal of Medicine Familial Clonal Hematopoiesis in a Long Telomere Syndrome. 11-14-23 Drs. Akl Fahed and Pradeep Natarajan recently published in Atherosclerosis Clinical applications of polygenic risk score for coronary artery …Dr. N. Pradeep is an Associate Professor in the Department of Nanoscience and Technology at Mount Carmel College, Bengaluru, India. He has 12 years of experience in teaching and research in nanoscience and technology. His patent was published in the year 2022. He has completed the one UGC Minor Research … Pradeep Natarajan, MD, JAMA Cardiology. Completing the Genetic Spectrum Influencing Coronary Artery Disease: From Germline to Somatic Variation. Pradeep Natarajan, MD, Cardiovascular Research. Recall by Genotype and Cascade Screening for Familial Hypercholesterolemia in a Population-Based Biobank from Estonia. HowStuffWorks looks at a study where scientists parsed nearly 5,000 words to find which ones people thought were funniest and why. Advertisement In the 1975 movie "The Sunshine Boy...i10-index. 4. 4. Pradeep Natarajan, Ph.D. Project Scientist- II @ MoES, Govt. of India. Verified email at gov.in - Homepage. Coral reefs Surface Coating Materials Ecology Additive Manufacturing Sustainable &.Pradeep Natarajan is on Facebook. Join Facebook to connect with Pradeep Natarajan and others you may know. Facebook gives people the power to share and makes the world more open and connected. Rama Natarajan, Ph.D., is a leader in the field of diabetes-related vascular complications and a pioneer in diabetes epigenetics. She was among the first to discover the role of epigenetic changes and noncoding RNAs in promoting diabetic micro- and macrovascular complications. Her team identified specific chromatin histone post-translational ... .