Breaking News
April 23, 2018 - Eating fish could prevent Parkinson’s disease
April 23, 2018 - Key factor in development of Parkinson’s disease identified
April 23, 2018 - Higher consumption of fish linked to better neurological health
April 23, 2018 - Genevac announces HT Series 3 evaporators with Inert Gas Purge option
April 23, 2018 - Researchers clarify immune response for patients with breast cancer brain metastases
April 23, 2018 - Polypharmacy More Likely for Cancer Survivors
April 23, 2018 - Obesity is shifting cancer to young adults
April 23, 2018 - Scientists illustrate role of novel chromosomal mutations in fosfomycin resistance
April 23, 2018 - Newly developed drug compound may help treat Charcot-Marie-Tooth disease
April 23, 2018 - Marriage Means ‘I Do’ for Skin Cancer Detection
April 23, 2018 - Freezing hunger-signaling nerve may help ignite weight loss
April 23, 2018 - Wear exoskeletons with caution for heavy lifting, researchers say
April 23, 2018 - Research offers new hope for healing wounds in patients with diabetes
April 23, 2018 - Shorter courses of radiotherapy found to be safe, effective for prostate cancer patients
April 23, 2018 - Scientists use CRISPR tool to make multiple edits to DNA samples ‘in vitro’
April 23, 2018 - Knee reconstructions are on the rise among the youth in Australia
April 23, 2018 - Artificial sweeteners linked to obesity warn researchers
April 23, 2018 - CDC seeking $400 million to replace lab for deadliest germs
April 23, 2018 - Sensirion to present single-use liquid flow sensor at COMPAMED 2017
April 23, 2018 - FDA approves contact lenses that shade the sun
April 22, 2018 - Concussion recovery and symptom severity found to vary between men and women
April 22, 2018 - C. Difficile Risk Higher With Stoma Reversal Versus Colectomy
April 22, 2018 - Repeated ranibizumab doesn’t impair macular perfusion
April 22, 2018 - New microscope reveals how cells behave in 3D and real time inside living organisms
April 22, 2018 - Study shows clinical benefit and monetary gains of weight-loss surgery
April 22, 2018 - GNA Biosolutions launches world’s first Laser PCR platform at Medica Trade Fair
April 22, 2018 - Researchers present simulation model to investigate hospital responsiveness to mass casualty incidents
April 22, 2018 - Does Pot Really Dull a Teen’s Brain?
April 22, 2018 - Controversial pregnancy test drug shows deformities in zebrafish embryos within hours of exposure
April 22, 2018 - New research partnership makes childbirth safer in Mozambique
April 22, 2018 - Brief bedside visual art intervention reduces pain, anxiety in cancer patients
April 22, 2018 - The memory part of the brain may also hold clues for anxiety and depression
April 22, 2018 - AYOXXA to develop multiplex immunoassay to support treatment of sepsis patients
April 22, 2018 - New Drug Combo Ups Survival in HER2/neu Uterine Serous Cancer
April 22, 2018 - Researchers chart a new way to look at concussion
April 22, 2018 - Every parent needs to know fundamental red flags for autism
April 22, 2018 - Anatotemp expands anatomic dental implant healing abutments with 4Side anti-rotational connection
April 22, 2018 - Gene Twist Can Make Your Blood Pressure Spike From Salt
April 22, 2018 - Study suggests failed osteoarthritis drug could help treat opioid addiction
April 22, 2018 - More Americans aware of growing problem of opioid addiction
April 22, 2018 - KHN’s ‘What the Health?’ Nothing in health care ever goes away
April 22, 2018 - BGS to promote high-quality sterilization services at Health GB in Manchester
April 22, 2018 - New integrated POC tool detects biomarkers of heart failure rapidly and precisely
April 22, 2018 - Direct electrical current can be delivered to nerves for blocking pain signals
April 22, 2018 - Newly Published Phase 2 Study Found Esketamine Demonstrated Significantly Rapid Improvements in Depressive Symptoms and Suicidality
April 22, 2018 - Healthy red blood cells owe their shape to muscle-like structures
April 22, 2018 - Researchers present case study of management of rheumatic mitral regurgitation in woman contemplating pregnancy
April 22, 2018 - New black Porvair Krystal UV Quartz microplates for Circular Dichroism measurements
April 22, 2018 - Advanced flow chemistry modules enhance control of nanoprecipitation
April 22, 2018 - Look! Down in the petri dish! It’s a superplatelet!
April 22, 2018 - Research reveals why people with tetraplegia more likely to suffer from sleep apnea
April 21, 2018 - New non-invasive nerve stimulation may offer relief for people with hand tremor
April 21, 2018 - Smartphone App May Up Medication Adherence in HTN
April 21, 2018 - Western diet depletes artery-protecting immune cells
April 21, 2018 - Excelitas Technologies launches new powerful LED light source for fluorescence microscopy
April 21, 2018 - Academia and high tech companies join forces to increase production capacity for microfluidic systems
April 21, 2018 - Developing cooking skills as young adult may have long-term health benefits
April 21, 2018 - Study compares survival outcomes of different drugs for type 2 diabetes
April 21, 2018 - More Than 40 Percent of Americans Breathe Dirty Air: Report
April 21, 2018 - Obstructive sleep apnea – Genetics Home Reference
April 21, 2018 - More evidence shows exposure to traffic and outdoor air pollution increases risk of asthma
April 21, 2018 - Novel gold nanoparticle technology could guide cancer treatment in real-time
April 21, 2018 - News coverage of Ebola impacted public’s perception on disease and survivors
April 21, 2018 - S.Africa’s DIY battle against HIV
April 21, 2018 - Children with autism have gastrointestinal and immune system deregulation, research finds
April 21, 2018 - Human brain processes sight and sound in the same way, shows study
April 21, 2018 - Evolutionary history of tumor helps predict severity of prostate cancer
April 21, 2018 - Pepper plant metabolizes antibiotic in personal care products
April 21, 2018 - Tradeshow Talks with Integra
April 21, 2018 - EPFL becomes part of Chan Zuckerberg’s project to develop Human Cell Atlas
April 21, 2018 - Pfizer Announces Positive Topline Results From Phase 3 ATTR-ACT Study Of Tafamidis In Patients With Transthyretin Cardiomyopathy
April 21, 2018 - Breaking through the HIV vaccine ‘logjam’
April 21, 2018 - IntelliCyt introduces new QSol buffer to enable robust, consistent sampling
April 21, 2018 - Scientists publish comprehensive lineage tree of whole adult animal in Science journal
April 21, 2018 - Innovative method based on FluidFM technology could revolutionize biological research
April 21, 2018 - Americans world’s biggest TV addicts, watching four hours a day
April 21, 2018 - Investigational drug may help increase protein levels in babies with spinal muscular atrophy
April 21, 2018 - Study shows distinctions between age groups in predicting and responding to stress at home
April 21, 2018 - Aziyo Biologics, BIOTRONIK enter into US co-distribution agreement
April 21, 2018 - Opiate Use Linked to Early Mortality in IBD Patients
Diabetes app forecasts blood sugar ranges

Diabetes app forecasts blood sugar ranges

image_pdfDownload PDFimage_print
Researchers have advanced a personalised set of rules that predicts the have an effect on of explicit meals on a person’s blood sugar ranges, consistent with a brand new learn revealed in PLOS Computational Biology. The set of rules has been built-in into an app, Glucoracle, which can permit folks with kind 2 diabetes to stay a tighter rein on their glucose ranges — the important thing to combating or controlling the most important headaches of a illness that is affecting eight p.c of American citizens. Credit score: Agência Brasil Fotografias / Flickr

Columbia College researchers have advanced a personalised set of rules that predicts the have an effect on of explicit meals on a person’s blood sugar ranges. The set of rules has been built-in into an app, Glucoracle, that may permit folks with kind 2 diabetes to stay a tighter rein on their glucose ranges—the important thing to combating or controlling the most important headaches of a illness that is affecting eight p.c of American citizens.

The findings had been revealed on-line these days in PLOS Computational Biology.

Drugs are regularly prescribed to assist sufferers with kind 2 diabetes set up their blood sugar ranges, however workout and nutrition additionally play crucial function.

“Whilst we all know the overall impact of several types of meals on blood glucose, the detailed results can range extensively from one individual to every other and for a similar individual through the years,” mentioned lead creator David Albers, PhD, affiliate analysis scientist in Biomedical Informatics at Columbia College Clinical Heart (CUMC). “Even with skilled steering, it is tricky for other people to grasp the real have an effect on in their nutritional possible choices, specifically on a meal-to-meal foundation. Our set of rules, built-in into an easy-to-use app, predicts the results of consuming a particular meal ahead of the meals is eaten, permitting folks to make higher dietary possible choices all through mealtime.”

The set of rules makes use of one way referred to as information assimilation, by which a mathematical style of an individual’s reaction to glucose is ceaselessly up to date with observational information—blood sugar measurements and dietary data—to give a boost to the style’s predictions, defined co-study chief George Hripcsak, MD, MS, the Vivian Beaumont Allen Professor and chair of Biomedical Informatics at CUMC. Knowledge assimilation is utilized in a lot of programs, significantly climate forecasting.

“The knowledge assimilator is consistently up to date with the consumer’s meals consumption and blood glucose measurements, personalizing the style for that exact,” mentioned co-study chief Lena Mamykina, PhD, assistant professor of biomedical informatics at CUMC, whose group has designed and advanced the Glucoracle app.

Glucoracle permits the consumer to add fingerstick blood measurements and a photograph of a specific meal to the app, along side a coarse estimate of the dietary content material of the meal. This estimate supplies the consumer with a right away prediction of post-meal blood sugar ranges. The estimate and forecast are then adjusted for accuracy. The app starts producing predictions after it’s been used for per week, permitting the knowledge assimilator has discovered how the consumer responds to other meals.

The researchers to begin with examined the knowledge assimilator on 5 folks the usage of the app, together with 3 with kind 2 diabetes and two with out the illness. The app’s predictions had been when compared with exact post-meal blood glucose measurements and with the predictions of qualified diabetes educators.

For the 2 non-diabetic folks, the app’s predictions had been similar to the real glucose measurements. For the 3 topics with diabetes, the app’s forecasts had been rather much less correct, in all probability because of fluctuations within the body structure of sufferers with diabetes or parameter error, however had been nonetheless similar to the predictions of the diabetes educators.

“There may be indubitably room for growth,” mentioned Dr. Albers. “This analysis was once designed to end up that it is imaginable, the usage of regimen self-monitoring information, to generate real-time glucose forecasts that folks may use to make higher dietary possible choices. We’ve been ready to make a facet of diabetes self-management that has been just about not possible for other people with kind 2 diabetes extra manageable. Now our activity is to make the knowledge assimilation software powering the app even higher.”

Inspired by means of those early effects, the analysis group is making ready for a bigger scientific trial. The researchers estimate that the app may well be in a position for popular use inside of two years.

The learn is titled, “Customized Glucose Forecasting for Sort 2 Diabetics The use of Knowledge Assimilation.”

Discover additional:
Submit-biotics might assist protect overweight from diabetes

Additional information:
Albers DJ, Levine M, Gluckman B, Ginsberg H, Hripcsak G, Mamykina L (2017) Customized glucose forecasting for kind 2 diabetes the usage of information assimilation. PLoS Comput Biol 13(four): e1005232.

Magazine reference:
PLoS Computational Biology

Equipped by means of:
Columbia College Clinical Heart

Tagged with:

About author

Related Articles