Showing posts with label health self-management. Show all posts
Showing posts with label health self-management. Show all posts

Sunday, January 16, 2011

Android mobile app for 23andMe data

DIYgenomics released a personal genome Android app update on January 9, 2011 adding three new elements of functionality: the ability to upload and store 23andMe data in the app, multiple views for health risk, drug response, and athletic performance (Figure 1), and a quality ranking system for each SNP.

Figure 1: DIYgenomics Android mobile app view categories.



What is this information?
Selecting any item displays a list of variants or SNPs (places of potential genetic typos), such as for Alzheimer's disease (Figure 2). The locus, gene and variant (SNP) details are shown, along with the normal type (e.g.; no mutation) for 23andMe data (if it exists) in black, an individual's 23andMe data (if loaded) with normal alleles in green and mutations (polymorphisms) in red. Stars (from 1-5) indicate the research quality of the SNP (per the journal ranking of the study, the number of cases and controls, etc.). The colored blocks show which service providers cite the SNP (per color legend), and how many studies they cite.

Figure 2: DIYgenomics health condition Alzheimer's disease.



What does this information mean?
In Health Conditions, a mutation (polymorphism) presented in red generally indicated being at higher potential risk for developing a condition. In Drug Response, a mutation could mean that the normal dose of the drug may not work as well, that there could be side effects, or that there could be a higher change of addiction (for substances). In Athletic Performance, the favorable mutation (green), suggests greater than average athletic capability.

Sunday, July 18, 2010

Blood tests 2.0: finger-stick and microneedle array

The farther future could include smartpatches - non-invasive, invisible, continuously-worn health self-monitoring skin patches. In the nearer future, a killer app for synthetic biology and other new chemistry and biology 2.0 methods could be the ability to create one's own vitamin supplements, and possibly innovate low-cost, non-prescription based finger-stick blood tests, and saliva and urine panels for self-testing.

Barrier to Citizen Science
A significant barrier to the wide-scale adoption of citizen science in the context of health self-management, intervention exploration, and preventive medicine implementation is the high cost, inconvenience and discomfort involved in obtaining traditional lab tests. While many tests may be ordered in a direct-to-consumer fashion through DirectLabs, the Life Extension Foundation, and other websites, it still costs ~$100 per test.

The challenge is to identify the requisite chemistry and processes involved and see if it may be possible to make simple consumer-friendly finger-stick blood test cartridges, similar to the glucose and HDL measurement kits sold at drug stores, which self-experimenters may perform at home or at community biolabs. Continuous monitoring via microneedle arrays would be useful for self-tracking glucose levels and other markers. For example, there could be consumer-targeted versions of the devices being developed by Orsense.

Figure 1. Non-invasive glucose monitoring device from Orsense


Community labs and high-end home labs may include the (CLIA-waived) Cholestech LDX machine (~$2,000 for the machine + ~$5-10 per measurement cassette) which can assess eight different lipid profiles.

Figure 2. Cholestech LDX finger-stick lipid measurement device


There is an urgent opportunity to expand the range of finger-stick measurement tests. Below is a Wish List of basic tests for one-off or comprehensive panel delivery.

Traditional Blood markers:
  • Homocysteine
  • Vitamin B-12
  • Folate
  • Vitamin D
  • Creatinine
  • eGFR
  • Cortisol
  • Calcium
  • Iron
  • Aldosterone
Hormones
  • Estrogen
  • Progesterone
  • Testosterone
  • Estradiol

Sunday, June 07, 2009

Aging is solvable

That aging is understandable and solvable, not necessarily immediately but ultimately, was one topic not seeing a lot of opposition at the American Aging Association (AGE) conference in Phoenix AZ May 29 – June 1, 2009. Key research highlights are below.

Aging is a key contemporary concern, on the order of climate change, as all countries worldwide have populations increasingly stratified towards aging. Aging is not just a medical condition but a key challenge to be resolved for advanced societies to be successful in the long-term. Productivity, healthcare costs and happiness and comfort could all be improved with advances in the remedy of aging. Aging has advanced from a nebulous concept to concrete mechanisms that can be understood and managed. Thematically, most of the bioparts impacted in aging (cells, genes, proteins, neurons, etc.) seem to still be present in older organisms, just not functioning the way they did when the organisms were younger, suggesting that it may be possible to manage and reverse aging processes, and confirming the systemic nature of aging including, for example, the role of a healthy microenvironment and cell-cell signaling. Reductionism as an approach has proved unsuccessful.

Aging is a multidisciplinary phenomenon, involving different deterioration processes in different tissues over time. Aging involves a variety of fields (immunology, cancer, regenerative medicine, cognition, micronutrients, etc.) and a variety of levels of research species (C. elegans (worms), Drosophila (flies), mice, rats and humans). At AGE, the organizational structure was a focus on systems pathways, particularly signaling and hormones, together with a look at the role of proteins in aging.

AGE was an excellent place to obtain a broad and deep comprehension of how aging works. The systemic rigor required to characterize the process-intensive nature of aging has been making significant progress, with a much more detailed understanding of the complex nested multifactor pathways now existing as compared with that of even a few years ago. It is clear that the painstaking characterization work could be further improved with automation and quantitative tools, especially for example, digital linkage of aging pathways across organisms.

As with other life sciences areas, the potential widespread quick and cheap availability of the sequencing of genomes, proteomes, etc. is likely to dramatically change how the science of aging is conducted, though not guarantee quick solutions. As pathways continue to be confirmed, they can be digitized into software and nearly indefinite simulated iterations could be run before conducting time-consuming and expensive bench experiments in confirmation.

Many interventions work for extending the lifespans and healthspans of lower order organisms, for example knocking out any one of 200 known genes may extend the lifespan of the C. elegans worm but the specifics and replicability of the mechanisms in higher order organisms are not known. It does not make sense to directly translate point solutions up to mammals given the systemic nature of the organisms and aging processes. Even moving one biomarker for alcohol consumption from monkeys to humans is not direct.

Exciting new research findings
Reference links below and conference abstracts here

  1. 3-D organ printing: Use only biologics (cells and cell products) in a scaffold-free tissue engineering process to print 3-D tissues and organs which can be vascularized prior to implantation, relying on developmental biology to trigger the cells to fuse and self-assemble into organs. (Gabor Forgacs, video, lab, organ printing)
  2. Stem cell antibodies: Improve existing cardiac stem cell therapies (only 1% of cells reach the intended destination) by using specific antibodies for better targeting and retention of stem cells at sites of tissue injury. Replace cardiomyocytes with adult stem cells. (Jim Larrick, paper, general information)
  3. Stem cells: Amplify and rejuvenate adult stem cells for injection into knees and hips as an alternative to surgical replacements. (Regenexx)
  4. Bioremediation: Use natural enzymes to remediate biological build-ups; cholesterol oxidase from Brevibacteria to reduce 7KC cholesterol in atherosclerosis and A2E-degrading enzymes to improve macular degeneration. (John Schloendorn, research program, paper)
  5. Life extension: Examine the mechanisms of dietary restriction (DR) with further elucidation of TOR (target of rapamycin) pathways, a fast growing area of research. Find that inhibiting a downstream gene in the TOR pathway, HIF-1 (a transcription factor important for growth and metabolism), extends lifespan in worms. (Pankaj Kapahi, paper)
  6. Life extension: Generate a 10x lifespan extension in C. elegans by silencing many components of insulin/IGF-1 signaling (IIS) possibly via the disruption of PIP3 (a key signaling molecule required for the membrane tethering of many signaling molecules). (Puneet Bharill, paper)
  7. Amyloid plaque reduction: Use a known plaque imaging agent, ThT (Thioflavin T), as a therapeutic for amyloid plaques. (Silvestre Alavez, lab affiliation, paper)
  8. Cancer protection: Find that naked mole rats have two layers of anti-cancer protection, humans have only one. p16 is the first-line-of-defense anti-cancer protection mechanism found in naked mole rats. Humans (and other organisms) also have p16 (a suite of three genes), perhaps the mechanism for its upregulation (probably a cell:cell signaling dynamic) in naked mole rats could be understood and turned on with an enzyme in humans. (Andrei Seluanov, earlier research)
  9. Cognitive function: Find that neurogenesis is possible in aged organisms with exercise followed by cognitive stimulation (e.g.; tackling a puzzle or challenge); organisms can benefit by building up a larger reservoir of brain cells earlier in life by being exposed to a variety of external stimulation. (Gerd Kempermann) This author’s speculation: Perhaps neurogenesis could be further harnessed for brain enhancement beyond currently realizable human capacities as this mechanism is better understood.
  10. Aging biomarkers: Upstream the aging focus to prevention by measuring biomarkers and introducing interventions. Some suggested biomarkers of aging are p16 gene levels (which can be decreased with exercise), telomere length, the level of senescent cells, and the number of circulating lymphocytes in the immune system (measure total T cells (CD3+), B cells (CD19+) and CD28 absolute numbers on CD8+ T cells). (Kronos research projects, test menu; telomere length measuring)
  11. Hormones-IGF: Find no conclusive evidence of insulin-like growth factor's (IGF) ability to retard natural aging, though on an individual basis some people may find it useful. (Marc Blackman)
  12. Hormones-HRT: Find that hormone replacement therapy (HRT) can be good for improving cognitive function and bone loss in women that do not have a risk of heart disease; HRT should be started with the onset of menopause, not later. (Barbara Sherwin, Eef Hogervorst)
  13. Cost of reproduction: Find that ovary removal in grasshoppers resulted in a 25% increased lifespan, contributing to existing evidence regarding the high cost of reproduction. (John Hatle) This author’s speculation: In the farther future, in humans, it could be quite desirable to closely manage fertility, turning it on and off at will, if fertility is even necessary.
  14. Micronutrients: Find tremendous nutritional benefits from the consumption of fruits with skin, especially blueberries (pterostilbene that reduces oxidative stress), blackberries, raspberries, red grapes, pomegranates, cranberries, plums, strawberries, cherries, pears and apples (phytochemicals that provide cancer prevention), walnuts (preventing the inflammation and oxidative stress of brain aging:), green tea (catechins that reduce cardivascular and cancer risk) and tempeh (fermented whole soy bean with folate is healthier than tofu (processed soy bean curd)). (Blueberries: Agnes Rimando, Rolf Martin; Apples: Rui Hai Liu, Walnuts: James A. Joseph, Green tea: Vojo Deretic, Tempeh: Eef Hogervorst)
  15. Calorie restriction (CR)/dietary restriction (DR): Find that in humans, improved biomarkers for CR/DR, vegan and raw food diets that result in the extension of the onset of aging challenges. (John Holloszy)
  16. Aging mice testbed: A mouse type that sufficiently recapitulates early aging, the human WS phenotype (Werner syndrome), has been created which could hasten mammalian aging research. (David Kipling)
Conclusion
Aging is a key contemporary issue. Research is advancing both incrementally and radically in every area of aging. The highest immediate impact could come from working on aging problems upstream at important fulcrum points that impact everything below them, such as genetics, epigenetics and the immune function. The research is progressing and it is starting to be time for VCs, big pharma and DIYbio’ers to take advantage of the many interesting and actionable possibilities.