Artificial Intelligence researcher Dr. Cynthia Marling, of the Ohio University Russ College of Engineering and Technology, in collaboration with the Appalachian Rural Health Institute Diabetes Center, is developing a case based reasoning system to aid in diabetes management. The goal of the project is to provide automated intelligent decision support to diabetes patients and their professional care providers by interpreting the ever-increasing quantities of data provided by current diabetes management technology and translating it into better care without time consuming manual effort on the part of an endocrinologist or diabetologist. This type of Artificial Intelligence-based treatment shows some promise with initial testing of a prototype system producing best practice treatment advice which anaylizing physicians deemed to have some degree of benefit over 70% of the time and advice of neutral benefit another nearly 25% of the time.
Thank you so much for providing this expert panel. The varying views helped me understand which areas are somewhat vague and which areas overlap. As a Type2 pre-diabetic of 7 years, I have been informed that I need to take a cholesterol drug, even though my cholesterol has always been low. I was told it’s to help remove calcification in my arteries. I have been considered obese for over 20 years and recently lost 50 lbs (I now weight 197) and am continuing to lose weight. I was told that I would always be a diabetic and would have to take medication. I was so proud of my progress (A1c now 5.6), but this news depressed me. I refused to take the cholesterol drug until I could do some research. This expert panel helped me to realize that it is possible to get off the medication if I continue to eat a healthy diet (low saturated fats) and exercise at least 150 minutes a week. Thank you!
The problem with the medication-based approach is that you’ll most likely have to be on these medications for the rest of your life. They are expensive and many come with a host of side effects. The medication approach focuses on management of diabetes, not reversal. Taking medications for type 2 diabetes combats the end result, which is rising blood sugar, but does not address the root causes—insulin resistance and carbohydrate intolerance.
Poor glycemic control refers to persistently elevated blood glucose and glycosylated hemoglobin levels, which may range from 200–500 mg/dl (11–28 mmol/L) and 9–15% or higher over months and years before severe complications occur. Meta-analysis of large studies done on the effects of tight vs. conventional, or more relaxed, glycemic control in type 2 diabetics have failed to demonstrate a difference in all-cause cardiovascular death, non-fatal stroke, or limb amputation, but decreased the risk of nonfatal heart attack by 15%. Additionally, tight glucose control decreased the risk of progression of retinopathy and nephropathy, and decreased the incidence peripheral neuropathy, but increased the risk of hypoglycemia 2.4 times.
Desert Springs Hospital has developed specific protocols, computerized technology and systems to provide diabetes patients highest level of care. For example, the staff use special tools to maintain tight blood-sugar control during patient hospitalizations, such as the Glucommander, a computer that works with an insulin drip to monitor patients’ blood-sugar levels.
Levels which are significantly above or below this range are problematic and can in some cases be dangerous. A level of <3.8 mmol/L (<70 mg/dL) is usually described as a hypoglycemic attack (low blood sugar). Most diabetics know when they are going to "go hypo" and usually are able to eat some food or drink something sweet to raise levels. A patient who is hyperglycemic (high glucose) can also become temporarily hypoglycemic, under certain conditions (e.g. not eating regularly, or after strenuous exercise, followed by fatigue). Intensive efforts to achieve blood sugar levels close to normal have been shown to triple the risk of the most severe form of hypoglycemia, in which the patient requires assistance from by-standers in order to treat the episode. In the United States, there were annually 48,500 hospitalizations for diabetic hypoglycemia and 13,100 for diabetic hypoglycemia resulting in coma in the period 1989 to 1991, before intensive blood sugar control was as widely recommended as today. One study found that hospital admissions for diabetic hypoglycemia increased by 50% from 1990–1993 to 1997–2000, as strict blood sugar control efforts became more common. Among intensively controlled type 1 diabetics, 55% of episodes of severe hypoglycemia occur during sleep, and 6% of all deaths in diabetics under the age of 40 are from nocturnal hypoglycemia in the so-called 'dead-in-bed syndrome,' while National Institute of Health statistics show that 2% to 4% of all deaths in diabetics are from hypoglycemia. In children and adolescents following intensive blood sugar control, 21% of hypoglycemic episodes occurred without explanation. In addition to the deaths caused by diabetic hypoglycemia, periods of severe low blood sugar can also cause permanent brain damage. Although diabetic nerve disease is usually associated with hyperglycemia, hypoglycemia as well can initiate or worsen neuropathy in diabetics intensively struggling to reduce their hyperglycemia.
Also called weight-loss surgery or metabolic surgery, bariatric surgery may help some people with obesity and type 2 diabetes lose a large amount of weight and regain normal blood glucose levels. Some people with diabetes may no longer need their diabetes medicine after bariatric surgery. Whether and for how long blood glucose levels improve seems to vary by the patient, type of weight-loss surgery, and amount of weight the person loses. Other factors include how long someone has had diabetes and whether or not the person uses insulin.1
The aptly named bitter melon is thought to help cells use glucose more effectively and block sugar absorption in the intestine. When Philippine researchers had men and women take bitter melon in capsule form for three months, they had slight, but consistently, lower blood sugar than those taking a placebo. Gastrointestinal problems are possible side effects. You can reverse diabetes with these science-backed strategies.
If the T2DM has been recently diagnosed, there is a greater likelihood of being able to reverse the disease. Doing this requires losing approximately 5-10% of current body weight, balancing carbs and protein and engaging in daily physical exercise. A diabetes educator (C.D.E.) is the expert who can help put together a plan for realistic and permanent lifestyle changes.