Archive for September, 2010

Shovel-ready biomedical whole-genome analysis

Friday, September 10th, 2010

If there ever were a “shovel-ready” project fit for the 21st century, it is biomedical whole genome analysis. Built from investments made over the past 20 years by the NIH/DOE and untold numbers of public and private institutions, the Human Genome project has unleashed an arsenal of molecular biological technologies such as massively parallel DNA sequencers, DNA microarrays, mass spectrometers and other tools for collecting data at a whole-{genome, transcriptome, proteome, metabolome} scale. It’s now quite easy for researchers and lab techs to amass mountains of data, but it’s not so easy to sift through it to extract biologically and medically meaningful insights and relationships. Forget the shovels; we need bulldozers.

It is a milestone achievement for humanity to have decoded its complete genome and to be on-track for developing technologies that can do this cheaply for any individual. We will soon be inundated with multitudes of personal genomes, and multitudes of persons wanting help interpreting their (or their patients’) genome — primarily to learn about potential health risks for themselves and their children or to seek guidance during diagnosis and treatment of existing health conditions.

Though we’re rapidly getting quite good at collecting our whole-genome DNA sequence data, we still have a way to go in analyzing and managing it in clinically meaningful ways. Metaphorical shovels & bulldozers are needed to build better tools, resources, and service providers with the expertise in genome analysis and the ability to translate this complex data into informative reports that are digestible to both doctors and their patients.

So where specifically should we start “digging”? Francis Collins in 2009 proposed a number of ideas for relevant projects that would strengthen our command of whole genome information: (1) creating a resource to give consumers a way to obtain objective information about the clinical validity and utility of genome analyses, and (2) expanding studies of gene-environment interactions.

Another shovel-ready task is to train more genetic counselors and clinical geneticists so that we’ll have the capacity to effectively communicate to patients and their doctors about the implications of individual whole genome sequences. Creating the decision support systems for these counselors, clinicians, and patients to help them interpret whole genome sequence data and to keep it up-to-date with latest scientific understanding is another area deserving of expanded funding.

The genetic testing industry has been under pressure lately from US government agencies. At the heart of this matter is ensuring accurate interpretation and communication of DNA test results to patients and medical personnel. Improved regulatory oversight, if done properly, could really help society realize the promise of genome-guided medicine. But regardless of how this industry and the underlying data are regulated, it doesn’t change the fact that we have tons of important work yet to do on the analysis side.

It is Omicia’s mission to focus on this analysis work and deliver more effective medically-relevant personal genome interpretation; to fill a much-needed niche by providing the expertise and services for clinicians to better understand how variations identified in personal whole genome sequences impact health conditions and predispositions.

Improvements in our ability to grok whole genome sequences of individuals will help move our healthcare industry in the direction it sorely needs to go: towards an emphasis on predictive, preventive, personalized healthcare and away from the reactive, one-size-fits all ”disease care” system we largely have now.

My internship at Omicia

Friday, September 10th, 2010

I walked in and thought “I hope I’m in the right place!” I had a million questions running through my head. What does an intern do? How much is expected of me? Will they like me? Would they even acknowledge me? How does a budding computer science engineer fit into a biotechnology company? Despite having completed my freshman year in college, I felt I was the new kid at school all over again. I was absolutely terrified that I’d have that job where I was just…”the intern.”

My name is Anirudh Todi and I am a Computer Science major at UC Berkeley. As it turned out I worried too much…far too much! People already knew who I was before I even walked in the door. I was a real person – I was Anirudh. Everybody was incredibly welcoming and friendly and it felt great to be there. After only a few weeks into my internship, I have well and truly found my place in this office. For a company like Omicia, that delivers on personalized genetic analysis, the internal culture of communicating and helping others couldn’t be better. At Omicia, I truly believe, I am surrounded by brilliant teammates fueled by a desire to make a difference in this world.

Michael Levitt, a professor of structural biology at Stanford University, once said – “Computing has changed biology forever; most biologists just don’t know it yet.” A few days into my internship, I realized I wasn’t working with “most biologists.” In Omicia, I found a combination of two fairly divergent areas – biology and information technology – coming together for a common goal. I realized here that just as the tool for understanding the physical sciences is math/calculus, the tool for understanding biology at a systems level is computer science. At Omicia, I have primarily been working on the normalization of all medical vocabularies used in Omicia’s disease gene database. A side project that I have also been involved in is setting up a multi-node Hadoop cluster to speed-up annotation pipelines. Both projects involve new and fascinating concepts for me and have kept me excited enough to be the first to report in office and the last to leave. The best part of it all, however, is that I am helping develop a new product – something that I did not get to do very often in school.

My “hello world” to the working life, I already have many great memories and stories to tell my family and friends back home in India. A few days ago my CEO took the entire office out to lunch to watch the FIFA World Cup semis. We had the best seats in the house…surrounded by 250 wild, cheering, dancing football fans…it was incredible. We collectively sighed when the Germans lost in a terrific, nail-biting game…but it was the most amazing day! Noon-day bike rides along the beautiful Emeryville waterfront and Friday Socials round out the work week. One of  the best perks of working at Omicia is the easy access to the leadership team including the CEO.

Despite the casual dress code and laid-back office, Omicia can be very intense in its commitment to meeting the high standards that it sets for itself. The problems they solve make long hours a necessity; the people they hire make the long hours fly by. They have been quietly building up their technology to interpret human genomes. Gradually, they are starting to make a formidable impact. I believe that Omicia is on the verge of changing medicine forever and I am glad to know that I have been able to contribute my bytes to making people’s lives better.