Nav: Home

Novel type 2 diabetes risk model more accurately assesses disease trajectory

May 31, 2016

New Rochelle, May 31, 2016--An innovative model for determining a person's risk of developing type 2 diabetes (T2D) overcomes many of the challenges associated with estimating the onset of a chronic condition based on the usual sequence of comorbid conditions that lead up to a diagnosis of T2D. In addition to identifying a typical T2D trajectory, the new model has shown that people who follow atypical trajectories can face significantly increased or decreased risks of developing T2D, according to an article in Big Data, the highly innovative, peer-reviewed journal from Mary Ann Liebert, Inc., publishers. The article is available free for download on the Big Data website until July 1, 2016.

In the article "Type 2 Diabetes Mellitus Trajectories and Associated Risks," Wonsuk Oh, Gyorgy Simon, and coauthors from University of Minnesota, Minneapolis and Mayo Clinic, Rochester, MN, focus on three important comorbidities that are part of the progression to T2D: hyperlipidemia, hypertension, and impaired fasting glucose. The researchers used large-scale data analytics to study data collected from electronic health record (EHR) systems. The available of EHR data and a large sample size makes it possible to build fine-grain disease progression models that are increasingly accurate and provide more personalized assessments.

"Diseases such as diabetes have seen a surge in many parts of the world, driven by changing diets and lifestyles," says Big Data Editor-in-Chief Vasant Dhar, Professor at the Stern School of Business and the Center for Data Science at New York University. "It has become critical that we detect warning patterns early so that actions can be taken to stave off negative health outcomes. The article by Oh et.al makes significant progress in this direction."
-end-
About the Journal

Big Data, published quarterly online with open access options and in print, facilitates and supports the efforts of researchers, analysts, statisticians, business leaders, and policymakers to improve operations, profitability, and communications within their organizations. Spanning a broad array of disciplines focusing on novel big data technologies, policies, and innovations, the Journal brings together the community to address the challenges and discover new breakthroughs and trends living within this information. Complete tables of content and a sample issue may be viewed on the Big Data website.

About the Publisher

Mary Ann Liebert, Inc., publishers is a privately held, fully integrated media company known for establishing authoritative medical and biomedical peer-reviewed journals, including OMICS: A Journal of Integrative Biology, Journal of Computational Biology, New Space, and 3D Printing and Additive Manufacturing. Its biotechnology trade magazine, GEN (Genetic Engineering & Biotechnology News), was the first in its field and is today the industry's most widely read publication worldwide. A complete list of the firm's more than 80 journals, newsmagazines, and books is available on the Mary Ann Liebert, Inc., publishers website.

Mary Ann Liebert, Inc./Genetic Engineering News

Related Diabetes Articles:

The role of vitamin A in diabetes
There has been no known link between diabetes and vitamin A -- until now.
Can continuous glucose monitoring improve diabetes control in patients with type 1 diabetes who inject insulin
Two studies in the Jan. 24/31 issue of JAMA find that use of a sensor implanted under the skin that continuously monitors glucose levels resulted in improved levels in patients with type 1 diabetes who inject insulin multiple times a day, compared to conventional treatment.
Complications of type 2 diabetes affect quality of life, care can lead to diabetes burnout
T2D Lifestyle, a national survey by Health Union of more than 400 individuals experiencing type 2 diabetes (T2D), reveals that patients not only struggle with commonly understood complications, but also numerous lesser known ones that people do not associate with diabetes.
Type 2 diabetes and obesity -- what do we really know?
Social and economic factors have led to a dramatic rise in type 2 diabetes and obesity around the world.
A better way to predict diabetes
An international team of researchers has discovered a simple, accurate new way to predict which women with gestational diabetes will develop type 2 diabetes after delivery.
The Lancet Diabetes & Endocrinology: Older Americans with diabetes living longer without disability, US study shows
Older Americans with diabetes born in the 1940s are living longer and with less disability performing day to day tasks than those born 10 years earlier, according to new research published in The Lancet Diabetes & Endocrinology journal.
Reverse your diabetes -- and you can stay diabetes-free long-term
A new study from Newcastle University, UK, has shown that people who reverse their diabetes and then keep their weight down remain free of diabetes.
New cause of diabetes
Although insulin-producing cells are found in the endocrine tissue of the pancreas, a new mouse study suggests that abnormalities in the exocrine tissue could cause cell non-autonomous effects that promotes diabetes-like symptoms.
The Lancet Diabetes & Endocrinology: Reducing sugar content in sugar-sweetened drinks by 40 percent over 5 years could prevent 1.5 million cases of overweight and obesity in the UK and 300,000 cases of diabetes
A new study published in The Lancet Diabetes & Endocrinology journal suggests that reducing sugar content in sugar sweetened drinks (including fruit juices) in the UK by 40 percent over five years, without replacing them with any artificial sweeteners, could prevent 500,000 cases of overweight and 1 million cases of obesity, in turn preventing around 300,000 cases of type 2 diabetes, over two decades.
Breastfeeding lowers risk of type 2 diabetes following gestational diabetes
Women with gestational diabetes who consistently and continuously breastfeed from the time of giving birth are half as likely to develop type 2 diabetes within two years after delivery, according to a study from Kaiser Permanente published today in Annals of Internal Medicine.

Related Diabetes Reading:

The End of Diabetes: The Eat to Live Plan to Prevent and Reverse Diabetes
by Joel Fuhrman (Author)

The New York Times bestselling author of Eat to Live and Super Immunity and one of the country’s leading experts on preventive medicine offers a scientifically proven, practical program to prevent and reverse diabetes—without drugs.

At last, a breakthrough program to combat the rising diabetes epidemic and help millions of diabetics, as well as those suffering with high blood pressure and heart disease. Joel Fuhrman, M.D. Research director of the Nutritional Research Foundation, shows you how to live a long, healthy, and happy life—disease free. He... View Details


Bright Spots & Landmines: The Diabetes Guide I Wish Someone Had Handed Me
by Adam Brown (Author), Kelly L. Close (Foreword)

Adam Brown’s acclaimed diaTribe column, Adam’s Corner, has brought life-transforming diabetes tips to over 600,000 people since 2013. In this highly actionable guide, he shares the food, mindset, exercise, and sleep strategies that have had the biggest positive impact on his diabetes – and hopefully yours too! Bright Spots & Landmines is filled with hundreds of effective diabetes tips, questions, and shortcuts, including what to eat to minimize blood sugar swings; helpful strategies to feel less stressed, guilty, and burned out; and simple ways to improve exercise and... View Details


What Do I Eat Now?: A Step-by-Step Guide to Eating Right with Type 2 Diabetes
by Patti B. Geil R.D. (Author), Tami A. Ross R.D. (Author)

Any person diagnosed with diabetes has one simple question: What do I eat now? When diagnosed with type 2 diabetes, doctors typically tell their patients to start eating healthy. But what does that mean? If figuring out what to eat seems like taking a test, here’s the solution, the American Diabetes Association book, What Do I Eat Now?. Written in clear, concise, and down-to-earth language that takes the mystery out of confusing nutrition recommendations, this indispensable guide can help readers make lasting changes in as little as a month. In only 4 weeks, readers can eat... View Details


Dr. Bernstein's Diabetes Solution: The Complete Guide to Achieving Normal Blood Sugars
by Richard K. Bernstein (Author)

Originally published in 1997, DR. BERNSTEIN'S DIABETES SOLUTION is a unique resource that covers both adult- and childhood-onset diabetes, explains step-by-step how to normalize blood sugar levels and prevent or reverse complications, and offers detailed guidelines for establishing a treatment plan. Readers will find fifty gourmet recipes, in addition to a comprehensive discussion of diet, obesity, and new drugs to curb carbohydrate craving and overeating.

Now in its fourth edition, the book presents up-to-the-minute information on insulin resistance, blood-testing devices, measuring... View Details


Diabetic Living Diabetes Meals by the Plate: 90 Low-Carb Meals to Mix & Match
by Diabetic Living Editors (Author)

An easy, graphic guide to planning delicious, diabetes-friendly meals This innovative, graphic cookbook offers the easiest and most flavorful way to build complete meals that are diabetes-friendly and delicious. Sidestepping complex programs that turn meal-planning into work, the 90 complete meals in Diabetes Meals by the Plate follow the Plate Method—a simple approach to eating the right foods in proper amounts by filling your plate with one half nonstarchy vegetables, one quarter protein, and one quarter starch. A clever photo style showing every meal in its three... View Details


The Official Pocket Guide to Diabetic Food Choices
by American Diabetes Association ADA (Author)

Completely updated to match the newest edition of Choose Your Foods: Food Lists for Diabetes Meal Planning, this pocket-sized guide is now better and more complete than ever.

Every day and at every meal, millions of people use the food list system to plan meals, make healthier choices, and better estimate portions. This proven system is the most popular approach to diabetes meal planning and has been used by dietitians, diabetes educators, and millions of people with diabetes for more than 70 years. This portable version of the Food Lists takes all of the information from... View Details


Dr. Neal Barnard's Program for Reversing Diabetes: The Scientifically Proven System for Reversing Diabetes without Drugs
by Neal Barnard M.D. (Author)

Until Dr. Barnard’s scientific breakthrough, most health professionals believed that once you developed diabetes, you were stuck with it—and could anticipate one complication after another, from worsening eyesight and nerve symptoms to heart and kidney problems. But as this groundbreaking work reveals, this simply is not true. In a series of studies—the most recent funded by the National Institutes of Health—Dr. Barnard has shown that it is possible to repair insulin function and reverse type 2 diabetes. By following his scientifically proven, life-changing program, diabetics can... View Details


Diabetes For Dummies
by Alan L. Rubin (Author)

The straight facts on treating diabetes successfully

With diabetes now considered pandemic throughout the world, there have been enormous advances in the field. Now significantly revised and updated, this new edition of Diabetes For Dummies includes the latest information on diabetes medications and monitoring equipment, new findings about treating diabetes in the young and elderly, new ways to diagnose and treat long- and short-term complications, updated nutritional guidelines, new tools for measuring blood sugar and delivering insulin to the body, and much more.

There's... View Details


Choose Your Foods: Food Lists for Diabetes
by American Diabetes Association (Author)

The standard for diabetes meal planning for over 60 years, this edition features updated carbohydrate, protein, and fat information for a wide variety of foods and beverages and replaces exchange terminology with choices. Includes tips on exercise, reading food labels, and a glossary of diabetes related terms. View Details


Diabetes:: Reverse Your Diabetes With a Clear and Concise Step by Step Guide (Diabetes - Diabetes Diet - Diabetes free - Diabetes Cure - Reversing Diabetes)
by David Corr (Author)

Clear and Concise Guide to Reverse your Diabetes Starting Today

Excessive thirst, frequent urination, blurry vision, tiredness, tingling sensation in your extremities, wounds that take too long to heal – you notice these symptoms, visit your doctor, are advised some blood work ……..and then …….a sad reality dawns on you! You! Of all the people….you have been impacted by diabetes!

You are scared because you have heard that diabetes is irreversible. You know about friends and family who are struggling with diabetes and trying to live a normal... View Details

Best Science Podcasts 2017

We have hand picked the best science podcasts for 2017. Sit back and enjoy new science podcasts updated daily from your favorite science news services and scientists.
Now Playing: TED Radio Hour

Simple Solutions
Sometimes, the best solutions to complex problems are simple. But simple doesn't always mean easy. This hour, TED speakers describe the innovation and hard work that goes into achieving simplicity. Guests include designer Mileha Soneji, chef Sam Kass, sleep researcher Wendy Troxel, public health advocate Myriam Sidibe, and engineer Amos Winter.
Now Playing: Science for the People

#448 Pavlov (Rebroadcast)
This week, we're learning about the life and work of a groundbreaking physiologist whose work on learning and instinct is familiar worldwide, and almost universally misunderstood. We'll spend the hour with Daniel Todes, Ph.D, Professor of History of Medicine at The Johns Hopkins University, discussing his book "Ivan Pavlov: A Russian Life in Science."