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Personal genomics is the branch of genomics concerned with the sequencing and analysis of the genome of an individual. The genotyping stage employs different techniques, including single-nucleotide polymorphism (SNP) analysis chips (typically 0.02% of the genome), or partial or full genome sequencing. Once the genotypes are known, the individual's genotype can be compared with the published literature to determine likelihood of trait expression and disease risk.
Automated sequencers have increased the speed and reduced the cost of sequencing, making it possible to offer genetic testing to consumers.The emerging market of direct-to-consumer genome sequencing services has brought new questions about both the medical efficacy and the ethical dilemmas associated with widespread knowledge of individual genetic information.
- 1 Personal Genomics in Personalized Medicine
- 2 Cost of sequencing an individual's genome
- 3 Projects and services already available
- 4 Ethical issues
- 5 Other issues
- 6 Popular culture
- 7 See also
- 8 References
- 9 Bibliography
- 10 External links
Personal Genomics in Personalized Medicine
Personalized Medicine is a medical method that targets treatment structures and medicinal decisions based on a patient’s predicted response or risk of disease. The National Cancer Institute or NCI, an arm of the National Institutes of Health, lists a patient’s genes, proteins, and environment as the primarily factors analyzed to prevent, diagnose, and treat disease through personalized medicine.
There are various subcategories of the concept of Personalized Medicine such as Predictive Medicine, Precision Medicine and Stratified Medicine. Although these terms are used interchangeably to describe this practice, each carries individual nuances. Predictive Medicine describes the field of medicine that utilizes information, often obtained through personal genomics techniques, to both predict the possibility of disease, and institute preventative measures for a particular individual. Precision Medicine is a term extremely similar to Personalized Medicine in that it focuses on a patient’s genes, environment, and lifestyle, however, is utilized by National Research Council to avoid any confusion or misinterpretations associated with the broader term. Stratified Medicine is a version of Personalized Medicine which focuses on dividing patients into subgroups based on specific responses to treatment, and identifying effective treatments for the particular group.
Examples of the use of personalized medicine include Oncogenomics and Pharmacogenomics. Oncogenomics is a field of study focused on the characterization of cancer–related genes. With cancer, specific information about a tumor is used to help create a personalized diagnosis and treatment plan. Pharmacogenomics is the study of how a person’s genome affects their response to drugs. This field is relatively new but growing fast due in part to an increase in funding for the NIH Pharmacogenomics Research Network. Since 2001, there has been an almost 550% increase in the number of research papers in PubMed related to the search terms pharmacogenomics and pharmacogenetics. This field allows researchers to better understand how genetic differences will influence the body’s response to a drug and inform which medicine is most appropriate for the patient. These treatment plans will be able to prevent or at least minimize the adverse drug reactions which are a, “significant cause of hospitalizations and deaths in the United States.” Overall, researchers believe pharmacogenomics will allow physicians to better tailor medicine to the needs of the individual patient. As of November 2016, the FDA has approved 204 drugs with pharmacogenetics information in its labeling. These labels may describe genotype-specific dosing instructions and risk for adverse events amongst other information.
Disease risk may be calculated based on genetic markers and genome-wide association studies for common medical conditions, which are multifactorial and include environmental components in the assessment. Diseases which are individually rare (less than 200,000 people affected in the USA) are nevertheless collectively common (affecting roughly 8-10% of the US population). Over 2500 of these diseases (including a few more common ones) have predictive genetics of sufficiently high clinical impact that they are recommended as medical genetic tests available for single genes (and in whole genome sequencing) and growing at about 200 new genetic diseases per year.
Cost of sequencing an individual's genome
The cost of sequencing a human genome is dropping rapidly, due to the continual development of new, faster, cheaper DNA sequencing technologies such as "next generation DNA sequencing".
The National Human Genome Research Institute, an arm of the U.S. National Institutes of Health, has reported that the cost to sequence a whole human-sized genome has dropped from about $14 million in 2006, to below $1,500” by late 2015.
There are 6 billion base pairs in the diploid human genome. Statistical analysis reveals that a coverage of approximately ten times is required to get coverage of both alleles in 90% human genome from 25 base pair reads with shotgun sequencing. This means a total of 60 billion base pairs that must be sequenced. An Applied Biosystems SOLiD, Illumina or Helicos sequencing machine can sequence 2 to 10 billion base pairs in each $8,000 to $18,000 run. The cost must also take into account personnel costs, data processing costs, legal, communications and other costs. One way to assess this is via commercial offerings. The first such whole diploid genome sequencing (6 billion bp, 3 billion from each parent) was from Knome and their price dropped from $350,000 in 2008 to $99,000 in 2009. This inspects 3000-fold more bases of the genome than SNP chip-based genotyping, identifying both novel and known sequence variants, some relevant to personal health or ancestry. In June 2009, Illumina announced the launch of its own Personal Full Genome Sequencing Service at a depth of 30X for $48,000 per genome. In 2010, they cut the price to $19,500.
In 2009, Complete Genomics of Mountain View announced that it would provide full genome sequencing for $5,000, from June 2009. This will only be available to institutions, not individuals. Prices are expected to drop further over the next few years through economies of scale and increased competition. As of 2014, full exome sequencing was offered by Gentle for less than $2,000, including personal counseling along with the results.
The decreasing cost in general of genomic mapping has permitted genealogical sites to offer it as a service, to the extent that one may submit one's genome to crowd sourced scientific endeavours such as DNA.land at the New York Genome Center, an example both of the economies of scale and of citizen science.
Projects and services already available
- Sequencing.com provides free, unlimited data storage for all genetic data in high-security data centers and software applications to analyze the data based on their patent-pending Real-Time Personalization™ technology. The company invented an open API that translates genetic code into software code so that third-party developers without any training in genetics can integrate genetic code into their own apps. The company also runs the not-for-profit Altruist Endeavor, which is an open data initiative consisting of a free, publicly accessible online repository of anonymous genetic data in order to enable genetic research.
- The Genographic Project is a project of the National Geographic Society and IBM to collect DNA samples to map historical human migration patterns. Launched in 2005, with more than 650,000 public participants as of December 2015, it helped to create the direct-to-consumer (DTC) genetic testing industry.
- The Personal Genome Project (PGP) is a long term, large cohort study based at Harvard Medical School which aims to sequence and publicize the complete genomes and medical records of 100,000 volunteers, in order to enable research into personal genomics and personalized medicine.
- SNPedia is a wiki that collects and shares information about the consequences of DNA variations, and through the associated program Promethease, anyone who has obtained DNA data about themselves (from any company) can get a free, independent report containing risk assessments and related information.
- deCODEme.com charged $1100 to carry out genotyping of approximately 1 million SNPs and provided risk estimates for 47 diseases as well as ancestry analyses. However, sales of genetic scans direct to consumer through deCODEme have now been discontinued.
- Navigenics began offering SNP-based genomic risk assessments as of April 2008. Navigenics is medically focused and emphasizes a clinician's and genetic counselor's role in interpreting results. Affymetrix Genome-Wide Human SNP Array 6.0, which genotypes 900,000 SNPs. Navigenics' service has now been discontinued.
- Pathway Genomics analyzes over 100 genetic markers to identify genetic risk for common health conditions such as melanoma, prostate cancer and rheumatoid arthritis.
- LifeNome provides an analysis of over 6500 genetic variations to assess predisposition likelihood for over 800 complex wellness traits across nutrition and dieting, fitness, skin care, preventive well-being, aging, allergies and sensitivities and other wellness traits.
- UBiome is a bacterial genomics company who offer microbiome sequencing to the public based in San Francisco, California.
- 23andMe founded in 2006 allows people to send their saliva in a testing kit to have their DNA screened for genes associated with certain inherited conditions, such as cystic fibrosis or sickle cell anaemia, and other genetic markers relating to parts of their lives and ancestry. Its saliva-based direct-to-consumer personal genome test was named Invention of the Year by Time magazine in 2008. The company is now backed by Google.
- Illumina, Oxford Nanopore Technologies, Sequenom, Pacific Biosciences, Complete Genomics, and 454 Life Sciences are commercializing full genome sequencing but do not provide genetic analysis or counselling.
- DNALifeStyleCoach is a service by Titanovo that offers SNPs genotyping and results interpretation in areas of nutrigenetics, sports genetics, anti-aging and psychogenetics.
- Gene by Gene provides Whole Genome Sequencing from $6995 to $7595, and other variants.
- Life Technologies
- Mapmygenome offers several SNP and NGS panels for personal genomics. See 
- Full Genomes Corporation offers whole genome sequencing and y chromosome sequencing for personal genomics. See 
Genetic discrimination is discriminating on the basis of information obtained from an individual’s genome. Genetic non-discrimination laws have been enacted in some US states and at the federal level, by the Genetic Information Nondiscrimination Act (GINA). The GINA legislation prevents discrimination by health insurers and employers, but does not apply to life insurance or long-term care insurance. The passage of the Affordable Care Act in 2010, strengthened the GINA protections by prohibiting health insurance companies from denying coverage because of patient’s ‘pre-existing conditions’ and removing insurance issuers ability to adjust premium costs based on certain factors such as genetic diseases. Given the ethical concerns about presymptomatic genetic testing of minors, it is likely that personal genomics will first be applied to adults who can provide consent to undergo such testing, although genome sequencing is already proving valuable for children if any symptoms are present.
There are also concerns regarding human genome research in developing countries. The tools for conducting whole genome analyses are generally found in high income nations, necessitating partnerships between developed and developing countries in order to study the patients afflicted with certain diseases. The relevant tools for sharing access to the collected data are not equally accessible across low-income nations and without an established standard for this type of research, concerns over fairness to local researchers remain unsettled.
In the United States, biomedical research containing human subjects is governed by a baseline standard of ethics known as The Common Rule, which aims to protect a subject's privacy by requiring “identifiers” such as name or address to be removed from collected data. A 2012 report by the Presidential Commission for the Study of Bioethical Issues stated, however, that “what constitutes ‘identifiable’ and ‘de-identified’ data is fluid and that evolving technologies and the increasing accessibility of data could allow de-identified data to become re-identified.” In fact, research has already shown that it is “possible to discover a study participant’s identity by cross-referencing research data about him and his DNA sequence … [with] genetic genealogy and public-records databases.”  This has led to calls for policy-makers to establish consistent guidelines and best practices for the accessibility and usage of individual genomic data collected by researchers.
There is also controversy regarding the concerns with companies testing individual DNA. There are issues such as "leaking" information, the right to privacy and what responsibility the company has to ensure this does not happen. Regulation rules are not clearly laid out. What is still not determined is who legally owns the genome information: the company or the individual whose genome has been read. There have been published examples of personal genome information being exploited. Additional privacy concerns, related to, e.g., genetic discrimination, loss of anonymity, and psychological impacts, have been increasingly pointed out by the academic community as well as government agencies.
Personalized Genome Utility
Full genome sequencing holds large promise in the world of healthcare in the potential of precise and personalized medical treatments. This use of genetic information to select appropriate drugs is known as pharmacogenomics. This technology may allow treatments to be catered to the individual and the certain genetic predispositions they may have (such as personalized chemotherapy).
At the same time, full sequencing of the genome can identify polymorphisms that are so rare that no conclusions may be drawn about their impact, creating uncertainty in the analysis of individual genomes, particularly in the context of clinical care. Czech medical geneticist Eva Machácková writes: "In some cases it is difficult to distinguish if the detected sequence variant is a causal mutation or a neutral (polymorphic) variation without any effect on phenotype. The interpretation of rare sequence variants of unknown significance detected in disease-causing genes becomes an increasingly important problem."  In fact, research has shown the average person is a carrier of 54 genetic mutations that are classified as lethal, yet present no negative effects in their health.
Doctors are currently conducting tests for which some are not correctly trained to interpret the results. Many are unaware of how SNPs respond to one another. This results in presenting the client with potentially misleading and worrisome results which could strain the already overloaded health care system. This may antagonize the individual to make uneducated decisions such as unhealthy lifestyle choices and family planning modifications. Moreover, negative results which may potentially be inaccurate, theoretically decrease the quality of life and mental health of the individual (such as increased depression and extensive anxiety).
Direct to Consumer Genetics
There are also three potential problems associated with the validity of personal genome kits. The first issue is the test’s validity. Handling errors of the sample increases the likelihood for errors which could affect the test results and interpretation. The second affects the clinical validity, which could affect the test’s ability to detect or predict associated disorders. The third problem is the clinical utility of personal genome kits and associated risks, and the benefits of introducing them into clinical practices.
Patients will need to be educated on interpreting their results and what they should be rationally taking from the experience. It is not only the average person who needs to be educated in the dimensions of their own genomic sequence but also professionals, including physicians and science journalists, who must be provided with the knowledge required to inform and educate their patients and the public. Examples of such efforts include the Personal Genetics Education Project (pgEd) and the Smithsonian collaboration with NHGRI
The 1997 science fiction film GATTACA presents a near-future society where personal genomics is readily available to anyone, and explores its societal impact.
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