Breaking News
August 17, 2018 - Peer Comparisons Can Decrease Risky Prescribing Patterns
August 17, 2018 - Susceptible genes identified for childhood chronic kidney disease
August 17, 2018 - Bacterial armor could be new target for antibiotics | News Center
August 17, 2018 - FDA expands approval of Vertex’ cystic fibrosis medicine to treat children aged 12 to
August 17, 2018 - Give Your Child a Head Start With Math
August 17, 2018 - Ground-breaking study tests whether rejected livers can be made viable for transplantation
August 16, 2018 - New algorithm could improve diagnosis of rare diseases | News Center
August 16, 2018 - SCHILLER introduces latest generation of ECG device, CARDIOVIT AT-102 G2
August 16, 2018 - Proper treatment, refraining from smoking can reduce heart disease risk from type 2 diabetes
August 16, 2018 - Mount Sinai study could transform treatment for patients with retinal degenerative diseases
August 16, 2018 - Penn researchers develop first mouse model of idiopathic pulmonary fibrosis
August 16, 2018 - Four tips to help prevent fall allergy symptoms
August 16, 2018 - Women’s Preventive Services Initiative says screen all women annually for urinary incontinence
August 16, 2018 - At Stanford, patient discovers the source of her headaches, nausea | News Center
August 16, 2018 - To Prevent Injuries in Young Baseball Players, Chris Ahmad Reaches Out to Parents
August 16, 2018 - Restoring blood flow may be linked to longer survival in patients with critical limb ischemia
August 16, 2018 - New model of genetically engineered immune cells may help fight solid tumors
August 16, 2018 - Maternal stress increases anxious and depressive-like behaviors in female offspring
August 16, 2018 - Childhood exposure to secondhand smoke increases risk of COPD death in adulthood
August 16, 2018 - Scientists uncover key control mechanism of DNA replication
August 16, 2018 - NIH begins first-in-human trial of experimental live, attenuated Zika virus vaccine
August 16, 2018 - Two diabetes medications don’t slow progression of type 2 diabetes in youth
August 16, 2018 - 5 Questions: How Stanford research is making MRI scans safer for kids | News Center
August 16, 2018 - Columbia Celebrates 25th Anniversary of White Coat Ceremony
August 16, 2018 - Phonak’s new smallest and most discreet Virto B-Titanium hearing aid
August 16, 2018 - New project aims to study growth of water-based microorganisms
August 16, 2018 - Immune cell found to play important role in photosensitivity
August 16, 2018 - Higher social dominance linked to faster decision-making in men
August 16, 2018 - Blood test in early pregnancy could determine a woman’s later risk for gestational diabetes
August 16, 2018 - New research confirms link between DDT exposure and autism
August 16, 2018 - Neurodevelopmental Anomalies, Birth Defects Linked to Zika ID’d
August 16, 2018 - Risk of heart failure up in ALVSD patients with diabetes
August 16, 2018 - Exercise reduces symptoms and fatigue in patients with chronic kidney disease
August 16, 2018 - Study reveals role of RUNX proteins in DNA repair
August 16, 2018 - New research finds no harm from average salt consumption
August 16, 2018 - Researchers develop new way of testing bacterial resistance to antibiotics
August 16, 2018 - Magnetic gene in aquarium fish could open doors to treatment for epilepsy, Parkinson’s
August 16, 2018 - Five tips for successful long-term breastfeeding
August 16, 2018 - Researchers identify brain networks involved in object naming
August 16, 2018 - Promoting HPV Vaccine Doesn’t Prompt Risky Sex by Teens: Study
August 16, 2018 - Treating Rheumatoid Arthritis: Search for a Cure
August 16, 2018 - Research shows in the long run, charcoal toothpaste likely won’t whiten teeth
August 16, 2018 - Seattle Children’s opens new clinic to provide convenient access to pediatric specialty care services
August 16, 2018 - Curious case of the lost contact lens
August 16, 2018 - GN Hearing unveils world’s first Premium-Plus hearing aid
August 16, 2018 - Parental life span linked with increased longevity and health in daughters
August 16, 2018 - Health leaders reveal ten most important medicines in NHS history
August 16, 2018 - Mobile health devices diagnose hidden heart condition in at-risk populations
August 16, 2018 - When it comes to shedding pounds, it pays to think big
August 16, 2018 - Liva Healthcare announces appointment of Thomas Cooke as clinical services manager in the UK
August 16, 2018 - New digital pharmacy aims to help people living with chronic care conditions
August 16, 2018 - Preventing ACL injuries in high school athletes
August 16, 2018 - Experts provide insight into novel concepts and approaches for stroke rehabilitation
August 16, 2018 - Scientists reverse congenital blindness in mouse model
August 16, 2018 - Study shows link between use of benzodiazepines and increased risk of Alzheimer’s disease
August 16, 2018 - Study provides new insight into how ‘trash bag of the cell’ traps and seals off waste
August 16, 2018 - Trial shows PARP inhibitor as novel treatment option for patients with advanced breast cancers
August 16, 2018 - Prenatal exposure to violence increases toddlers’ aggressive behavior to their mothers
August 16, 2018 - Can manipulating gut microbes improve cardiac function in patients with heart failure?
August 16, 2018 - Hearts of newborn piglets can completely heal after heart attacks
August 16, 2018 - Ablating the mutant p53 gene in mice with colorectal cancer inhibits tumor growth
August 16, 2018 - Higher BMI in people with prediabetes related to evening preference and lack of sufficient sleep
August 16, 2018 - Using peripheral nerve blocks to treat facial pain may produce long-term pain relief
August 16, 2018 - Neural stem cells are the key to tail regeneration
August 16, 2018 - Study compares genetic and neural contributions to ADHD in children with or without TBI
August 16, 2018 - Adding energy drinks to alcohol may exacerbate negative effects of binge drinking
August 16, 2018 - Eye Examination Can Help Detect Abuse in Children
August 16, 2018 - Know the Difference: Rheumatoid Arthritis or Osteoarthritis?
August 16, 2018 - From ‘sea of mutations,’ two possible cancer links rise to the surface
August 16, 2018 - Does medical school take too long?
August 16, 2018 - Brown University researchers reveal key physical properties of ‘giant’ cancer cells
August 16, 2018 - Regular resistance training improves exercise motivation
August 16, 2018 - Feds urge states to encourage cheaper plans off the exchanges
August 16, 2018 - Seven activities that prevent you from getting quality sleep during summer
August 16, 2018 - Five ways to tell if your baby is getting enough milk from breastfeeding
August 16, 2018 - From Pigs to Peacocks, What’s Up With Those ‘Emotional-Support Animals’?
August 16, 2018 - Breast cancers enlist the help of normal cells to help them spread and survive
August 16, 2018 - Engaging with “high-need” patients outside the clinic
August 16, 2018 - Research illuminates how online forum may offer suicide prevention support for males
August 16, 2018 - Researchers identify way to grow immune cells at large scale for preventing cancer reoccurrence
New mathematical model can predict efficiency of microbiome therapies

New mathematical model can predict efficiency of microbiome therapies

image_pdfDownload PDFimage_print

A new mathematical model can predict the effectiveness of microbiome therapies that manipulate the immune system through live bacteria and could help doctors choose the most appropriate treatment for people with inflammatory or allergic diseases, a study in eLife reveals.

Until now, it was experimentally intractable to identify the optimal combination of bacteria that would generate the desired anti-inflammatory treatment response. But researchers have now developed a model that predicted the most effective treatment in mice.

Introduction of therapeutically potent bacteria into patients with infections or metabolic diseases is an emerging approach with great promise. But there are two challenges standing in the way of its success. First, the bacteria must be able to set up home alongside the already resident microbes. Second, in the context of autoimmune diseases, they must stimulate a range of immune responses that dampen down unwanted inflammation. This study focused on stimulating one such group of immune cells called regulatory T-cells, or Tregs.

Single bacterial strains are less effective than groups of different strains. But testing the huge number of potential bacterial combinations experimentally simply isn’t feasible.

“In previous work, our collaborators and paper co-authors identified 17 different strains of bacteria that can generate the required immune response, but determining the best combinations from these strains would need more than 130,000 independent experiments,” explains senior author Professor Vanni Bucci, Assistant Professor at the University of Massachusetts at Dartmouth, USA. “The goal of this study was to develop a mathematical model to rapidly and systematically select groups of bacteria that would optimally produce the desired immune response.”

The team built a model using published and newly generated data showing which bacterial strains were most efficient at colonizing the gut and at stimulating Treg cells in germ-free mice, both individually and together. They then combined this model with another that predicts the growth and expansion of bacterial colonies in mice over time.

This allowed them to determine both the growth of each bacterial strain in the mice, and the extent of each strain’s contribution to the increase in Treg immune cells. Based on this, they developed a way of scoring how well groups of bacteria colonize together and stimulate an immune response. They then tested every possible bacterial combination generating a ranked list of bacterial combinations.

To measure the model’s accuracy, they tested five different four-strain combinations of bacteria in germ-free mice. They found that the bacterial combinations with the highest scores predicted by the model not only stimulated immune cells more potently, but also colonized more stably the gut – proving the value of including both measures in the model.

“Treatment of immune or inflammatory diseases is not necessarily achieved by targeting a single biological function but will require simultaneous manipulation of multiple processes within the host-immune system,” said lead author Dr Richard Stein, Research Associate at the Dana-Farber Cancer Institute, USA. “To our knowledge, this is the first model that allows for the simultaneous prediction of the dynamics of both the microbiota and the immune response. It can be considered a stepping stone to the development and rational design of microbiome therapies.”

Source:

https://elifesciences.org/for-the-press/fc90ee9c/model-can-predict-success-of-treatments-that-manipulate-the-gut-microbiota

Tagged with:

About author

Related Articles