Stories about: Diagnostics

A guide to market sizing for healthcare innovators

market sizing healthcare innovation

Second in a series of Innovator’s Roadmap posts from Boston Children’s Hospital’s Innovation & Digital Health Accelerator (IDHA). Matt Murphy is Innovation Lead at IDHA.

We recently published some helpful tips on how to create a business model that accelerates and operationalizes a healthcare innovation. But a business model — and the unique value proposition you’ll offer to your users or customers — cannot exist on its own. It must serve a specific market or population.

Who are your users? And how many potential users would your product serve? Market sizing will enable you to answer these questions and others as you determine the financial opportunity and economic sustainability of your innovation.

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Pediatric brain tumor genomics arrives, as the need for new therapies grows

Allison was the first pediatric brain tumor patient in the world to receive a treatment targeting the BRAF mutation, originally developed to treat adults with melanoma who have the same mutation.

Precision cancer medicine – the vision of tailoring diagnosis and treatments to a tumor’s genetic susceptibilities – is now ready to impact the care of a majority of children with brain tumors. The molecular “signatures” of brain tumors were first characterized in 2002 in a study led by researchers at Boston Children’s Hospital. This has led to the creation of new tumor subgroups and changes in cancer treatment: For example, a current clinical trial is testing the anti-melanoma drug dabrafenib in a variety of brain tumors with the same BRAF mutation – including metastatic anaplastic astrocytoma and low-grade glioma.

In the largest study of its kind to date, investigators at Dana-Farber/Boston Children’s Cancer and Blood Disorders Center genetically tested more than 200 brain tumor samples. They found that many had genetic irregularities that could guide treatment, in some cases with approved drugs or agents being evaluated in clinical trials.

The findings, reported online today by the journal Neuro-Oncology, also demonstrate that testing pediatric brain tumor tissue for genetic abnormalities is clinically feasible.

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DNA methylation patterns linked to obesity and its complications

DNA methylation obesity
(Methylated DNA: Christoph Bock, Max Planck Institute for Informatics/Wikimedia Commons)

Why do some people seem to be prone to weight gain? Obesity has been linked to a variety of genetic changes, yet these differences don’t fully explain the variation in people’s body mass index (BMI). “Even though we’ve genetically sequenced more and more people at greater and greater breadth and depth, we haven’t completely explained who develops obesity and why,” says Michael Mendelson, MD, ScM, a pediatric cardiologist with Boston Children’s Hospital’s Preventive Cardiology Program.

Nor do prior studies explain why some overweight people develop health complications from obesity, like cholesterol problems, diabetes, hypertension and heart disease, while others don’t. Now comes strong evidence that an important factor is DNA methylation — a so-called epigenetic modification that influences whether genes are turned on or off.

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The future of cardiac MRI: 3-D cine

A 3-D motion-capture MRI of the heart

The heart is a dynamic, beating organ, and until now it has been challenging to fully capture its complexity by magnetic resonance imaging (MRI). In an ideal world, doctors could create a 3-D visual representation of each patient’s unique heart and watch as it pumps, moving through each phase of the cardiac cycle. Andrew Powell, MD, Chief of the Division of Cardiac Imaging at Boston Children’s Hospital, and his physicist colleague Mehdi Hedjazi Moghari, PhD, have taken steps toward realizing this vision.

The standard cardiac MRI includes multiple 2-D image slices stacked next to each other that must be carefully positioned  by the MRI technologist based on a patient’s anatomy. Planning the location and angle for the slices requires a highly-knowledgeable operator and takes time.

Powell and Moghari are working on a new MRI-based technology that can produce moving 3-D images of the heart. It allows cardiologists and cardiac surgeons to see a patient’s heart from any angle and observe its movement throughout the entire cardiac cycle.

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If I have the mutation, will I get the disease? New research looks at genetic ‘penetrance’

genetic penetranceRecently announced preliminary results of the BabySeq study included pathogenic or “likely pathogenic” variants linked to heart conditions in three apparently healthy babies. Two are being followed at Boston Children’s Hospital and have had cardiac testing. But is this testing necessary, and are these infants truly at risk? It’s too soon to tell.

Then, last week, a report from the Mayo Clinic raised an alarm about overzealous use of genetic testing in healthy individuals. After a 13-year-old boy died from a heart syndrome, about two dozen family members had genetic testing. All tested positive for variants in a gene linked to long-QT syndrome and were diagnosed with the disease. Yet none had cardiac symptoms, and only one had a positive EKG at any point — the boy’s brother, who had a defibrillator implanted. When the Mayo team reanalyzed the test results using a more up-to-date genetic database, they concluded the variant is harmless.

And this week, in Science Translational Medicine, researchers at Brigham and Women’s Hospital, Boston Children’s and Massachusetts General Hospital address the question: If people carry a genetic mutation linked to a condition, what are the chances they will develop that condition over time? As part of the genomes2people project, the researchers tested participants in two long-term population studies — the Framingham Heart Study and the Jackson Heart Study — for 56 genes representing 24 hereditary cancer and cardiac syndromes. They did not know the participants’ actual health status. As it turned out, carrying a mutation increased risk for the related disease 4.7-fold in African Americans and 6.4-fold in European Americans, who had longer follow-up. This was true regardless of family history.

Vector sat down with Nina Gold, MD, a senior resident in Pediatrics and Medical Genetics at Boston Children’s, for her perspective. Gold is a first author on this week’s report.

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Placental MRI to monitor fetal health?

Placental MRI

Prenatal ultrasounds monitor fetal health in part by gauging blood flow from mother to fetus through the placenta. But researchers at MIT, Boston Children’s Hospital and Massachusetts General Hospital are diving deeper with magnetic resonance imaging. They’re taking advantage of MRI’s ability to measure oxygen concentrations in the placenta and fetal organs.

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BabySeq: Early results of newborn genomic sequencing are mixed

BabySeq
While a previous study indicated parents were very interested in newborn sequencing, just 7 percent of those approached have enrolled in BabySeq so far.

It seems like a great idea. We all have our genomes sequenced at birth, and any findings that suggest a future medical problem are addressed with early interventions, optimizing our health and extending our lives. But are parents of newborns ready to embrace the vision? Yes and no, according to interim results of a first-of-its-kind randomized trial of newborn sequencing. Findings from what’s known as the BabySeq Project were presented last week at the American Society of Human Genetics (ASHG) 2016 Annual Meeting.

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Getting academic diagnostic discoveries to market: 6 tips from industry

diagnosticsdiagnostics (008) Loading of QIAsymphony platform“Wouldn’t it be great if we could come up with a noninvasive diagnostic assay to detect pancreatic cancer at an earlier, more treatable stage?” asked Lori Aro of Myriad Genetics. Her company has been trying to do so for years. So why hasn’t it happened?

Aro, senior director for new product planning at Myriad, outlined the business obstacles at a recent panel hosted by Boston Children’s Hospital’s Technology and Innovation Office (TIDO).

First, who are the target patients for a pancreatic cancer test? Skinny diabetics, patients with chronic pancreatitis, patients with hereditary cancer risk — or all three? “Those three patient types all sit in different doctor’s offices,” said Aro. Simultaneously reaching endocrinologists, gastroenterologists and high-risk patients would be an insurmountable challenge, Myriad concluded.

Second, the assay would likely need to be validated in all three patient populations, with confirmatory imaging. Could the test populations be large enough to make the results statistically significant?

Third, a new test wouldn’t change care, as there is no treatment for pancreatic cancer. In fact, no current data show that earlier diagnosis improves survival. So who would pay for it?

Aro’s story exemplifies just some of the challenges in developing a new diagnostic test.

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Beyond appearances: Molecular genetics revises brain tumor classification and care

What a brain tumor looks like isn’t the best predictor of prognosis. (Jensflorian/Wikimedia Commons)
What a brain tumor looks like isn’t the best predictor of prognosis. (Jensflorian/Wikimedia Commons)

Scott PomeroyScott Pomeroy, MD, PhD, is Neurologist-in-Chief at Boston Children’s Hospital. He practices in the Brain Tumor Center and is a member of the F.M. Kirby Neurobiology Center.

For almost a century, brain tumors have been diagnosed based on their appearance under a microscope and classified by their resemblance to the brain cells from which they are derived. For example, astrocytoma ends with “-oma” to designate that it is a tumor derived from astrocytes. In some cases, especially in children, brain tumors resemble cells in the developing brain and are named for the cells from which they are presumed to arise, such as pineoblastoma for developing cells within the pineal gland or medulloblastoma for developing cells within the cerebellum or brainstem.

In June, the World Health Organization (WHO), which sets the worldwide standard, released an updated brain tumor classification scheme that, for the first time, includes molecular and genetic features.

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News Notes: Pediatric science roundup

A quick look at recent research Vector finds noteworthy.

Tracking infants’ microbiomes

cute microbes-shutterstock_317080235-croppedMicrobiome studies are blooming as rapidly as bacteria in an immunocompromised host. But few studies have been done in children, whose microbiomes are actively forming and vulnerable to outside influences. Two studies in Science Translational Medicine on June 15 tracked infants’ gut microbiomes prospectively over time. The first, led by researchers at the Broad Institute and Massachusetts General Hospital, analyzed DNA from monthly stool samples from 39 Finnish infants, starting at 2 months of age. Over the next three years, 20 of the children received at least one course of antibiotics. Those who were repeatedly dosed had fewer “good” bacteria, including microbes important in training the immune system. Overall, their microbiomes were less diverse and less stable, and their gut microbes had more antibiotic resistance genes, some of which lingered even after antibiotic treatment. Delivery mode (cesarean vs. vaginal) also affected microbial diversity. A second study at NYU Langone Medical Center tracked 43 U.S. infants for two years and similarly found disturbances in microbiome development associated with antibiotic treatment, delivery by cesarean section and formula feeding versus breastfeeding.

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