Sunday, June 27, 2010

Questions uplevel the web

A new internet trend has popped up – asking questions to friends and strangers. Questions are a light-weight means of bringing structure and context to social interaction.

Many people start off with a low level of engagement (e.g.; what is the best pizza place in your neighborhood?). Things can start scaling up (e.g.; how much does it cost for a family to live in London on average?) and become quite detailed (e.g.; can a publisher see the average CPC or eCPM of a particular ad or advertiser on AdSense?). More importantly, more complex thoughts, opinion, philosophy, and value systems are being elicited (e.g.; what is a good real-world example of the "prisoner's dilemma" in recent history?).

The question-asking trend began with Hunch asking users questions to draw a taste profile map for users. The current generation of the concept features sites like Quora and formspring where users ask each other questions. Users have profiles and friending/following capability, with their questions and answer activity appearing in a status feed. It is like a friend network with topic precision.

Metrics would be interesting, such as the level of semantic complexity of questions, the number of repeated questions (an indicator of what is on the collective mind), and the ratio of asked to answered questions.

Question networks could be the real start of the semantic web, the natural automated approach (akin to Google’s automated machine learning) for creating the next higher level of information density.

Sunday, June 20, 2010

Crisis telediagnosis mobile app demo

Technology-driven tools are evolving so that crisis response can be more participatory, and have more advance preparedness. A demo of the Triage4G mobile app (Android and web platforms) occurred at the Clear 4G WiMAX Developers Symposium held at Stanford University, June 15, 2010. The Triage4G app features live video-conferencing and real-time matching between first responders/crisis victims and remote physicians for telediagnosis. (Application download)

Figure 1. Crisis telediagnosis: real-time matching of first responders/victims and remote physicians for live streaming video telediagnosis

Figure 2. Screenshots - a first responder launches the Triage4G app and inputs Triage Tag data. GPS information is use to create case number. A real-time remote physician match is requested.

Figure 3. Screenshots - a physician receives SMS notification of a patient requesting telediagnosis and logs in to the Triage4G app via smartphone or desktop.

Figure 4. Screenshots - when the match is complete, the first responder's screen updates with the case number and a button to launch Qik. The doctor's screen updates to the first responder's Qik page and then the live video steam begins.

Sunday, June 13, 2010

Dollar Van Demos

Easily the phreshest idea from New York’s Internet Week, held in Manhattan June 7-14, was Dollar Van Demos! Dollar Van Demos are a showcase of musicians, rappers, and comedians performing inside a dollar van with real passengers. Numerous Brooklyn-based artists are featured in a collection of videos filmed inside dollar vans as they travel along their usual transportation routes.

The site has new videos from Cocoa Sarai, Tah Phrum Duh Bush, Grey Matter, Zuzuka Poderosa, Kid Lucky, Atlas, BIMB Family, I-John, Top Dolla Raz, Hasan Salaam, illSpokinn, Joya Bravo, Bacardiiiii and Jarel soon!

Figure 1. Example videos from Cocoa Sarai and Top $ Raz

Sunday, June 06, 2010

Rational growth in consumer genomics

The overall tone of the Consumer Genetics Show, held June 2-4, 2010 in Boston MA, was a pragmatic focus on the issues at hand as compared with the enthusiasm and optimism that had marked the conference’s inaugural event last year. One of the biggest shifts was the new programs that some top-tier health service providers have been developing to include genetic testing and interpretation in their organizations. It also became clear that the few widely-agreed upon success stories for genomics in disease diagnosis and drug response (i.e.; warfarin dosing) have been costly to achieve and will not scale to all diseases and all drugs. Cancer continues to be a key killer app for genomics in diagnosis, treatment, prognosis, cancer tumor sequencing, and risk prediction. Appropriate approaches to multigenic risk assessment for health risk and drug response remain untackled. Greater state and federal regulation seems inevitable. Faster-than-Moore’s-law improvements in sequencing costs continue as Illumina dropped the price of whole human genome sequencing for the retail market from $48,000 to $19,500.

There was generally wide agreement that from a public health perspective, personalized genomics is scientifically valid, clinically useful, and reimbursable in specific situations, but not universally – at this time, better information should be obtained for some people, not more information for all people. The focus should be on medical genetics strongly linked to disease, and on pharmacogenomics in treatment. For example, genomic analysis is required for some drugs by the FDA (maraviroc, cetuximab, trastuzumab, and dasatinib), and recommended for several others (warfarin, rasburicase, carbamazepine, abacavir, azathiprine, and irinotecan). A key point is to integrate the drug test with the guidance for drug dosage.

Even when genomic tests are inexpensive enough to be routine, interpretation may be a bottleneck as each individual’s situation is different when taking into account family history, personal medical history, and environmental and other factors. One idea was that the 20,000 pathologists in the US could be a resource for genomic test interpretation; pathologists are already involved as they must certify genetic test data in CLIA labs. Genomic tests and their interpretation would likely need to be standardized and certified in order to be reimbursed in routine medical care. A challenge is that health service payers are not interested or able to drive genomic test product design.

Key science findings

1. The Regulome and Structural Variation

Michael Snyder presented important research that the regulome, the parts of the genome located around the exome (the 1-2% of the genome that codes for protein), may be critical in understanding disease genesis and biological processes. The complexities of RNA are just beginning to be understood. It is known that there is more than just the simple transcription of DNA to RNA involved in controlling gene expression. For example, there is also tight regulation in splicing newly synthesized RNA molecules into the final RNA molecule and in translating messenger RNA to ribosomes to create proteins. Research findings indicate a global/local model of gene regulation, that there are master regulators with universal reach and local regulators operating on a local range of 200 or so genes.

Snyder also presented updates on his lab’s ongoing research into the structural variation of the human genome. A high-resolution sequencing study has been conducted regarding the amount of structural variation in humans, finding that there are ~1,500 structural variations per person that are over 3 kilobases long and that the majority of the structural variations are 3-10 kilobases long with a few extending to 50-100 kilobases (application of this research: Kasowski M, Science, 2010 Apr 9).

2. Reaching beyond the genome to the diseasome, proteome, and microbiome

Several scientists addressed the ways in which science is quickly reaching beyond the single point mutations and structural variation of the genome to other layers of information. There is a need for the digital quantification of the epigenome, the methylome, the transcriptome, the proteome, the metabolome, and the dieaseome/VDJome. For example, the immune system is one of the best monitors of disease state and progression. The strength of individual immune systems can be evaluated through the VDJome (the repertoire of recombined V-D-J regions in immune cells; cumulative immunoglobulin and T-cell receptor antigen exposure)

There are many areas of interest in proteomics including protein profiling, protein-protein interactions, and post-translational modification. A large-scale digital approach to proteomics was presented by Michael Weiner of Affomix. A key focal area is post-translational modification. At least one hundred post-translational modifications have been found, and two are being investigated in particular: phosphorylation (the signal transduction can possibly indicate tumor formation) and glycosylation (possibly indicating tumor progression).

The microbiome (human microbial bacteria) and host-bacteria interactions are an important area for understanding human disease and drug response, and for Procter & Gamble in creating consumer products. The company has basic research and publications underlying products such as the ProX anti-wrinkle skin cream (Hillebrand, Brit Jrl Derm, 2010), rhinovirus, and gingivitis. The company has a substantial vested interest in understanding the microbiome with its variety of nasal, oral, scalp, respiratory, skin, and GI tract-related products.