This year’s conference kicked off with an interesting Data Science panel that included Tanya Cashorali (TCB Analytics), Jerald Schindler (Alkermes), John Reynders (Alexion Pharmaceuticals), and Lihua Yu (H3 Biomedicine). Without a doubt, data science is important and involves much more than big data, including the entire workflow of data creation, to insight generation, and decision-making. One key message that came across is that not all data is big data, and that we need improvements in data collection and infrastructure support for data analysis and management. Other key take-home messages: breaking down data silos, educating about responsibility, being responsible to not act independently on data, creating an environment that motivates everybody within a team to share, not rewarding bad data behavior, and being insensitive to data sharing to get more out in return. The big issue here is the culture. If the culture rewards Continue reading
This year’s ACMG conference in Charlotte, North Carolina, included a very well received first installment of TED-style talks which reflected on the evolution and impact of healthcare. All three talks delivered by Kaylene Ready (Director of Inherited Cancer and a Genetics Counselor, Counsyl), Christian Schaaf (Professor Clinical Genomics, University of Cologne), and Wendy Chung (Associate Professor of Pediatrics, Columbia University Irving Medical Center) were inspirational, and were considered a great addition to ACMG 2018. Takeaways and key messages included: “treat every patient like patient No. 1, always keeping them at the center of the work, and us working as mediators rather than as a barrier”. Image credit: @DeniseCalvert13
Some statistical numbers were eye-opening and challenging as it comes as no surprise that the community currently lacks genetic counselors (GCs), with fewer than 4,000 GCs and 2,000s medical geneticists in the US which translates to one geneticist per ~60,000 people. With new genetic tests generated every day, GCs need to take on the role of mediators. New operational solutions were discussed to address this shortcoming, and as such Kaylene Ready proposed the exploration of chatbots as alternatives to GC service delivery. While certainly an interesting suggestion, we will have to see whether the field with its customers (i.e. patients) is ready to discuss challenging genetics findings with a computer. As a result, it was suggested to decouple Continue reading
Palo Alto, CA, January 12, 2018 – enlightenbio LLC, today announced the publication of its Clinical NGS Process Report. This new report details the observations and learnings across the complex, multi-step informatics aspects following clinical NGS sample preparation and sequencing, and which includes data analysis, knowledge extraction, and clinical reporting of actionable findings. Market trends, including listing of major initiatives, merger and acquisitions, and a summary of patents are detailed within this report, while also highlighted are clinical customer/end-users’ unmet interpretation and knowledge extraction needs and challenges, and genetic testing lab preferences. Finally, an extensive comparison of solution providers in the SaaS and PaaS sector for the analysis and interpretation of clinical NGS data is included. The report is unique, in that it is not a predictive market research report, but rather builds on data gathered from many end-user interviews combined with an extensive analysis of the clinical NGS sector.
While this report does not intend to provide direct recommendations on commercial offerings, the deep-dive analysis is an insightful review to help clinicians, researchers, commercial entities, and investors choose the best partner for success.
For a limited time only, apply Promo Code 10OFFCLINICALNGS and get 10% off when purchasing the report – valid until February 14, 2018.
The 15th annual Bio-IT conference – with the theme “Building a global network for precision medicine by uniting the Bio-IT community” – clearly had as its underlying theme the many different aspects of data that need to be addressed to make precision medicine a true reality, as echoed throughout the many talks and discussions. This was reflected in both the keynotes, as well as the panel discussions that focused on data regulations, security, and getting patients to feel good about sharing their data. The first hackathon launched by Bio-IT World had the focus on FAIR [findable, accessible, interoperable, and reproducible] data. Many commercial announcements or recent advancements in artificial intelligence revolved around new and improved data analysis solutions. This year’s Best in Show award selections featured Starfish Storage’s Starfish V4, SciBite LaunchPad, SolveBio’s Operating System for Molecular Information, Dana Farber Cancer Institute / The Hyve’s MatchMiner v1.0, and Seven Bridges’ CAVATICA.
Coinciding with Bio-IT were a number of major announcements as listed below: Continue reading
Clearly, the DNA sequencing technology has matured and is continuously being optimized for performance while becoming increasingly affordable, thus opening an era of reliable and foreseeable quality data growth demanding high computational resources and data storage. With the rise of varied applications, be it in cancer research, infectious diseases, and other therapy areas, and with the launch of large initiatives (e.g. The Precision Medicine Initiative (PMI)), the need to address the ensuing data explosion is imminent.
Oncology is the dominant sector that currently benefits from next-generation sequencing followed by applications in inherited and rare disease understanding, infectious disease, the microbiome, and others. It is expected that soon, agriculture will also benefit from the technological developments that currently help propel both biomedical research and the clinical sector. Continue reading
Palo Alto, CA, August 22, 2016 – enlightenbio LLC, today announced the publication of its NGS Data Analysis & Interpretation Ecosystem Analysis Report. This new report details an extensive ecosystem analysis of 25 commercial companies in the NGS data analysis and interpretation space, market trends, unmet needs and challenges. The report is unique, in that it is not a predictive market research report, but rather builds on data gathered from many end-user interviews combined with an extensive ecosystem analysis.
This comparative ecosystem analysis of key commercial data analysis and interpretation tool providers reveals a range of capabilities that uniquely address both secondary and tertiary sequence data analysis needs. At first glance, the value propositions and communication of capabilities may seem overlapping or similar. However, a deeper analysis clearly uncovers substantial differences in the product characteristics related to analysis and interpretation, data management, data sharing and collaboration, reporting of findings, compliance and security mechanisms, and type of content made available for meaningful knowledge extraction.
While this report does not intend to provide direct recommendations to end-users for Continue reading
Bioinformaticians are a bottleneck and at high demand. They are hard to find, hire, and retain, while typically being an expensive investment. This realization is not new, but has escalated with the sequence data explosion and now puts a huge challenge on commercial tool providers to build optimal analysis and interpretation solutions that will be embraced by biologists and clinicians, i.e. the non-computational scientists. Almost all commercial tool providers state that they offer a solution that is easy to use and requires minimal upfront training. However, reality shows that this is not generally holding true, and biologists/clinicians are still overwhelmed with most offerings in the field. If a solution is too “simplified,” it can’t provide the capabilities required to do a high-quality analysis on complex data. On the flip side, if the solution is too complex, it cannot be deployed and effectively used without training, which is what the field is experiencing. Furthermore, Continue reading
Palo Alto, CA, June 14, 2016 – enlightenbio LLC, today announced the publication of its first NGS Process Report. This new report details market trends, unmet needs and challenges, and an extensive ecosystem analysis of the NGS analysis and interpretation space. This report is unique, in that it is not a predictive market research report, but rather builds on the data gathered from the many end-user interviews and the data available in the scientific literature.
The NGS process space is extremely busy with many commercial players that provide sequencing reagents, instruments, and analysis solutions. To decipher the NGS process and its components, a systematic analysis approach was undertaken rooted in the following questions: who are the key commercial companies in this process, who are the end-users and what are their unmet needs and challenges, and – when researching the analysis and interpretation side of the equation – what challenges need the commercial life science product providers address, and who addresses them how?
For a limited time only, apply Promo Code FIRST10 and get 10% off when purchasing the report – valid until July 31, 2016. Continue reading
Last week the annual gathering of human geneticists happened at the convention center in sunny San Diego. This year this engaging conference was dominated by genomics, and in particular the topics of big data, variant analysis and interpretation. This emphasis was clearly reflected in the scientific talks, but also in the commercial sector with many companies focusing on providing new solutions on variant analysis, reaching even into the clinical space.
Besides the scientific and commercial aspect of ASHG, which I will summarize later in this blog post, this year the conferences had a strong human side associated with it. For the first time two movies were presented – Genetics in Motion Movies – that were engaging and spot on considering recent news and announcements about the benefits and/or conflicts of knowing and understanding genetic diseases. The first movie [Twitch with Kristen Powers] explored the impact of genetic testing on a young person whose mother had Huntington’s disease. While the movie follows Kristen Powers as she undergoes testing for the disease, it also examines the basic science of the disease itself. The second movie [On Beauty with Rick Guidotti] nicely addresses the need of first recognizing the person before the disease. Rick Guidotti achieves this phenomenally by capturing the beauty of an individual person and not focusing primarily on the disease – his pictures are indeed amazing. Of special interest in this context is