Kari stefansson biography of rory


Kári Stefánsson

Icelandic neurologist (born )

This is an Icelandic name. The last name is patronymic, not a family name; this person is referred to by the given name Kári.

Kári Stefánsson

Born () 6 April (age&#;75)

Reykjavík, Iceland

Alma&#;materUniversity of Iceland
Known&#;forPopulation genetics
Spouse

Valgerður Ólafsdóttir

&#;

&#;

(m.&#;; died&#;)&#;
Children4
Website

Kári Stefánsson[a] (born 6 April )[1] is an Icelandic neurologist and founder and CEO of Reykjavík-based biopharmaceutical company deCODE genetics. In Iceland he has pioneered the use of population-scale genetics to understand variation in the sequence of the human genome. His work has focused on how genomic diversity is generated and on the discovery of sequence variants impacting susceptibility to common diseases. This population approach has served as a model for national genome projects around the world and contributed to the realization of several aspects of precision medicine.[2][3]

Biography

Kari Stefansson was born in in Reykjavík, Iceland.[4] He was the second youngest of the five children of Sólveig Halldórsdóttir and Stefán Jónsson, a radio personality, writer and democratic socialist member of parliament.[5] He completed his secondary education at Reykjavik Junior College and received his M.D. in and his Dr. med. in from the University of Iceland. He was married to Valgerður Ólafsdóttir from until her death on 11 November [6] In June , his daughter, Sólveig "Sóla" Káradóttir, married Dhani Harrison, son of the late George Harrison and his wife, Olivia Harrison.[7][8] Stefansson says that he owes much to his brother, who suffers from schizophrenia. He initially thought of becoming a writer, and attests to being a voracious reader. His favorite author is Isaac Bashevis Singer.[9]

Academic career

Following his internship at the National Hospital of Iceland, he went to the University of Chicago to work under Barry Arnason (coincidentally a Canadian of Icelandic descent). There he completed residencies in neurology and neuropathology, and in joined the faculty. In he was appointed professor of neurology, neuropathology and neuroscience at Harvard University and division chief of neuropathology at Boston's Beth Israel Hospital. While in Boston, he and his colleague Jeffrey Gulcher decided to return to Iceland to perform genetic studies to determine multiple sclerosis risk.[10] Stefansson resigned both positions in after founding deCODE and moving back to Reykjavík.[11] Since , he has held a professorship in medicine at the University of Iceland.[12] He is a board-certified neurologist and neuropathologist in both Iceland and the US.[13]

From biology to genetics

Stefansson's academic work was focused on neurodegenerative disease.[14] The protein biology approach to this research involved trying to map complex processes using limited samples, mainly of brain tissue from deceased patients. Although publishing steadily, Stefansson was frustrated by the pace of progress and often by not knowing whether the proteins he was characterizing were involved in causing disease or the product of the disease process.[15] He and his colleagues came to question even the accepted definition of multiple sclerosis (MS) as an autoimmune disease.[16]

When he was recruited from Chicago to Harvard, Stefansson began to think that the genome might provide a better starting point than biology. Genes encode proteins, so identifying the genes and specific genetic variations that patients tended to share more often than healthy individuals should provide a foothold in the pathogenesis of disease.[17] In doing so they might point to biologically relevant targets for new drugs and predictive diagnostics.[18]

However, in the mids the tools for reading the sequence of the genome were primitive. Data was scarce and expensive to generate, and a major early focus of the Human Genome Project was to develop better methods.[19] In the meantime, one solution was to use genetics – how the genome is mixed and passed from one generation to the next – as a means of deriving more information from the available data.[20] Siblings share half their genomes; but cousins one eighth, second cousins one thirty-second, etc. Studying patients linked by extended genealogies should therefore make it possible to more efficiently find the inherited component of any phenotype or trait, even using low-resolution markers.

Back to Iceland

An important question was whether and where such extended genealogies might be found. It was not one that occurred to many leading geneticists to ask with regard to common diseases.[21] As an Icelander, Stefansson knew the country's passion for genealogy first hand and had grown up with and trained in its national health system. In , he and his colleague and former graduate student, Jeffrey Gulcher, decided to go to Iceland to study multiple sclerosis. Working with doctors in the national health system they identified hundreds of patients and relatives who gave them blood samples to begin their research. As Icelanders they were almost by definition related, and due to the national pastime of genealogy those relationships could be established.

When Stefansson and Gulcher returned to Boston, their grant proposal was turned down by the NIH, which had little experience of funding work using distantly related patients. But Stefansson saw potential in Iceland for using the same approach to find the genetic component of virtually any common disease.[22] This was beyond the scope of an academic laboratory, and he made contact with venture capital firms to find out if such an enterprise could be funded as a private company. In the summer of he raised $12 million from several American venture capital funds&#;to found deCODE genetics.[23] He and Gulcher moved to Iceland to set up operations and resigned their positions at Harvard the following year.[24]

deCODE and the population approach

Stefansson conceived deCODE as an industrial-scale enterprise for human genetics. Unlike the prevailing academic model of scientists undertaking discrete projects in their separate labs, he proposed to gather and generate as much genealogical, medical and genomic data as he could from across the population. Using bioinformatics and statistics, deCODE could then combine and mine all this data together for correlations between variation in the sequence and any disease or trait, in a nearly hypothesis-free manner.[25] The business model was to fund this effort through partnerships with pharmaceutical companies who would use the discoveries to develop new drugs.[26]

Iceland had the data sources required for this "population approach": a high-quality single-payer healthcare system; a relatively homogeneous population that would make finding disease variants less complex;[27] an educated citizenry that was willing to contribute DNA and medical and health information for research; and most uniquely, comprehensive national genealogies.[28]&#;Mary Clare King, who had used family pedigrees to identify BRCA1 in breast cancer, was among the scientists who recognized the potential of these records. As she told the New Yorker, "to be able to trace the genealogy of an entire nation for a thousand yearsand obtain samples of blood and tissue from healthy living peoplecould become one of the treasures of modern medicine."[29]

From its inception, Stefansson's strategy was controversial. The genomics community was still far from generating a first human genome sequence; he was proposing a data system for mining hundreds of thousands of genomes. Genes linked to rarer syndromes had been identified in isolated families in Sardinia, Newfoundland, Finland and elsewhere, and a BRCA2 variant had been found in Iceland, but he wanted to look at the most common public health problems.[30] The Wall Street Journal called the venture a "big gamble," citing noted scientists that "to date, there's no scientific proof that researchers can decipher the genetics of a complex disease among the population of Iceland – or any country."[31] And deCODE was a private company that was taking an entire nation as a unit of study, with the unprecedented level of public engagement and participation that would entail.

What stirred the most controversy was Stefansson's proposal in to create a database of copies of medical records data from the national health service to correlate with genealogical and genomic data.[32] Supported by a large majority of the public and members of parliament, the Act on Health Sector Database authorizing the creation of such a database and its licensing for commercial use was passed in But it was fiercely opposed by a group of local academics and doctors as well as many international bioethicists.[33] Opponents of the Iceland Health Sector Database (IHD) objected to the use of public data by a private enterprise and to presumed consent as the model for the use of medical records in research. They argued that the project put individuals' data privacy at risk, would stifle scientific freedom, and they generally disapproved of the new venture-funded model of biomedical innovation that deCODE represented.[34]

Stefansson was attacked for the IHD and his broader approach.[35] He argued that far from supplanting traditional data sources or researchers, deCODE was creating a new scale of resources and opportunities including for the health service; benefitting the community by repatriating and employing Icelandic scientists in cutting-edge fields; and following international norms of consent while setting new standards in large-scale research, with oversight by public bioethics and data protection bodies and novel data and privacy protection protocols.[36] Critics at the time remained unconvinced. Stanford bioethicist Hank Greely concluded simply that "the Icelandic model is not a good precedent for similar research elsewhere."[37]

Scientific contributions

The feasibility of population genetics and national genome projects

As the architect, scientific leader and very public face of deCODE, one of Stefansson's fundamental contributions has been to demonstrate that genomics can be done at national scale, and to provide a realized example of how to do it.[38] By the time Human Genome Project and Celera published their draft sequences of the human genome in ,&#;his vision for population genetics had already taken shape and was yielding early discoveries of sequence variation linked to disease, human evolution and population history.[39][40] In , deCODE used its capabilities in Iceland to publish a genetic map of the genome&#;that was used to complete the final assembly of the reference human genome sequence.[41]&#;By mid-decade, even former critics acknowledged that what Stefansson was building in Iceland through fully consented individual participation and datamining was indeed an important example to prospective genome projects in the UK, US, Canada, Sweden, Estonia and elsewhere, and to the foundation of new institutions like the Broad Institute.[42][43]

One pillar of the success of Stefansson's strategy has been his ability to convince tens of thousands of people to volunteer to take part in deCODE's research, and to connect and analyze their data using the genealogies. An early partnership with local software developer Friðrik Skúlason created a computerized national genealogy database that linked all living Icelanders and included the majority of people who have ever lived in Iceland over the past eleven hundred years.[44] In , one version of this database, called Íslendingabók, was made freely available online to anyone with an Icelandic national identity number, and is used by thousands of citizens every day.[45] The version used in research replaces names with encrypted personal identifiers overseen by Iceland's Data Protection Commission. This makes it possible to create pedigrees connecting the genetic and phenotypic data of any group of people in an anonymized manner. Stefansson and Gulcher published the structure of this data protection system for other genome projects to use.[46]

The primary means of recruitment for deCODE research has been through collaboration with physicians across the health service who construct lists of patients with different diseases who are then invited to take part. Participation entails not only written informed consent but also filling out health questionnaires; undergoing detailed clinical examination and measurements; and giving blood for the isolation of DNA; all of this takes place at a special clinic and requires the commitment by participants of several hours to complete.[47] The IHD was never built, its scientific and business rationale largely superseded by the response of Icelanders to contribute their data one by one.[48] By , with some 95% of people asked to participate agreeing to do so, more than , were taking part in the study of one or more of three-dozen diseases.[49] By , this had grown to ,;[50] and by to more than , This is roughly 70% of all adult citizens, 60, of whom have had their whole genomes sequenced.[51]

At each successive stage of technology for reading the genome – from microsatellite markers to SNPs to whole-genome sequencing – this participation is unique as a proportion of the population and has also consistently comprised one of the largest collections of genomic data in the world in absolute terms.[52] Using the genealogies deCODE can impute the sequence data of the entire population, yielding a single encrypted, minable dataset of more than , whole genomes.[53]

Discoveries and publications

Leading his deCODE colleagues to continually build and re-query these population datasets, Stefansson has made a steady stream of contributions to the understanding of how variation in the sequence of the genome is generated and its impact on health and disease. Myles Axton, the longtime editor of Nature Genetics, noted at deCODE's 20th anniversary celebration that this leadership had put deCODE and Iceland "in the forefront of a revolution that has delivered much of what was promised in the mapping of the human genome."[54] &#;

These discoveries, tools and observations have been shared with the scientific community in hundreds of scientific publications. Stefansson guides and oversees all research at deCODE and is senior author on its papers, with project and group leaders the first authors and co-authors drawn from the hundreds of local and international institutions and organizations with whom deCODE has collaborations.[55]&#; A large number of these are noteworthy contributions to the field and Stefansson and several of his deCODE colleagues are consistently ranked among the most highly cited scientists in genetics and molecular biology.[56]

The generation of human diversity and mechanisms of evolution

In more than a dozen major papers published over nearly twenty years, Stefansson and his colleagues used their holistic view of an entire population to build a novel picture of the human genome as a system for transmitting information. They have provided a detailed view of how the genome uses recombination, de novo mutation and gene conversion to promote and generate its own diversity but within certain bounds.

In , deCODE published its first recombination map of the human genome. It was constructed with microsatellite markers and highlighted corrections to the Human Genome Project's draft assembly of the genome, immediately increasing the accuracy of the draft from 93 to 99%. But from an evolutionary biology perspective it demonstrated in new detail the non-random location of recombinations - the reshuffling of the genome that goes into the making of eggs and sperm - and that women recombine times more than men.[57]

They then showed that older women recombine more than younger women; that higher recombination correlates with higher fertility;[58] and that a large inversion on chromosome 17 is at present under positive evolutionary selection in European populations, with carriers having higher recombination and fertility rates than non-carriers.[59]&#; A second recombination map published in utilized , SNPs and revealed different recombination hotspots between women and men, as well as novel genetic variations that affect recombination rate, and that do so differently in European and African populations.[60]

This map also showed that while women are responsible for most recombination, men generate the bulk of de novo mutations. In a much discussed paper from they demonstrated that the number of such mutations — variants that appear in the genomes of children but are not inherited from either parent — increases with paternal age and constitute a major source of rare diseases of childhood.[61]&#; A detailed analysis of the different types and distribution of maternal and paternal de novo mutations was published in ,[62]&#;and a subsequent paper demonstrated how de novo mutations in parents can be passed on.[63] &#;

A third source of genomic diversity, gene conversions, are difficult to detect except by looking at very large genealogies. deCODE combined genomic and genealogical data on some , people to demonstrate that this process is, like crossover recombination, more common in women; is age dependent; and that male and female gene conversions tend to be complementary in type, so that they hold each other in check.[64]&#; In , deCODE utilized the genealogies, the large number of whole genome sequences (WGS) that it had completed in the preceding years, and genotyping data on the majority of the population, to publish a third recombination map of the genome. This is the first created using WGS data, and like the previous maps has been made openly available to the global scientific community.[65] &#;

Contributions to population history and genetic anthropology include pioneering work on the mutation rate and mechanisms in mitochondria and the Y chromosome;[66]&#; comparing ancient to contemporary DNA;[67] characterization of the respective Norse and Celtic roots of mitochondria and Y chromosomes in the Icelandic population;[68] observations of the phenomenon of genetic drift, as an isolated population diverges from it source populations over time;[69] the relationship between kinship and fertility;[70] the impact of population structure on disease associated variants and vice versa,[71]&#;and a population-wide catalogue of human knockouts, people missing certain genes.[72] &#;

In , deCODE used its capabilities to reconstruct the genome of Hans Jonatan, one of the first Icelanders of African descent. He immigrated to Iceland in and his genome was reconstructed from fragments of the genomes of of his nearly living descendants, traceable through Íslendingabok.[73]

The genetics of common diseases and traits

Stefansson is probably best known for the contribution he and his deCODE colleagues have made to the discovery of genetic variations linked to risk of disease and to a range of other traits. The population approach — the scale and breadth of resources and the focus on cross-mining disparate datasets — has been key to this productivity. It makes it possible to use both broad and rigorous definitions of phenotypes, rapidly test ideas, and for deCODE scientists to follow where the data leads rather than their own hypotheses.[74]&#; This has led to a range of discoveries that link diseases and at times use the genetics even to redefine phenotypes in unusual ways, and Stefansson has spent significant time explaining these discoveries and their utility to the scientific and lay media. Typically, discoveries made in Iceland are published alongside validation in outside populations. Conversely, deCODE has often used its resources to validate discoveries made elsewhere. Among the more noteworthy of these discoveries are, by disease and trait:

Alzheimer's disease

A variant in the APP gene was discovered in that protects carriers against Alzheimer's disease (AD) and protects the elderly from cognitive decline.&#; It has been widely cited and used to inform the development of BACE1 inhibitors as potential treatments.[75]&#; Stefansson and the deCODE team have also discovered variants in the TREM2 and ABCA7 genes that increase risk of AD.[76]&#; &#;

Schizophrenia, other psychiatric disorders, cognition

Stefansson and his team have used the breadth of the company's datasets and links between diseases and traits to discover new risk variants for mental illness, but also to refine the understanding of the perturbations that define these conditions and the nature of cognition itself. Studies in the early s mapped the involvement of the Neuregulin 1 gene in schizophrenia, leading to substantial research in this novel pathway.[77]&#; Over the next fifteen years they used standard GWAS and reduced fecundity as an intermediate phenotype to home in on SNPs and copy number variations (CNVs) linked to risk of schizophrenia and other disorders;[78]&#; they demonstrated that genetic risk factors for schizophrenia and autism confer cognitive abnormalities even in control subjects;[79]&#; they linked schizophrenia, bipolar disorder with both creativity and risk of addiction;[80]&#; they identified genetic variants associated with educational attainment and childhood cognition;[81] and demonstrated that these variants are currently under negative evolutionary selection.[82]&#; In addressing common psychiatric disorders and cognitive processes and traits across a population, this body of work has contributed to the present understanding of these conditions not as discrete phenotypes but as related through the disruption of fundamental cognitive functions.

Cancer

Stefansson and his colleagues have made numerous pioneering discoveries of genome variants conferring risk of many common cancers. They have played a role in shaping the now commonly accepted new paradigm for understanding cancer: that it should be defined at least as much in molecular terms as in where it occurs in the body. deCODE published holistic evidence of this in a familial aggregation of all cancers diagnosed in anyone in Iceland over fifty years, as well as other aggregation studies.[83]&#;These have demonstrated through basic genetics that while certain site cancers clustered in families, others cluster in a non-site specific way, pointing to common molecular causes. They discovered the chromosome 8q24 locus as harboring risk variants for many types of cancer,[84]&#;and variants in the TERT, TP53 and LG24 genes as risk factors for multiple cancers.[85] &#;

deCODE has discovered a number of sequence variants linked to risk of prostate cancer (as well as a protective variant),[86]&#; breast cancer,[87]&#; melanoma and basal cell carcinoma,[88] thyroid cancer,[89] urinary bladder cancer,[90] ovarian cancer,[91] renal cell cancer,[92] gastric cancer,[93] testicular cancer,[94] lung cancer,[95] and clonal hematopoiesis.[96] Three studies over nearly a decade demonstrated the power of the population datasets in Iceland by showing that both common and rare variants linked to increased nicotine addiction and the number of cigarettes smoked per day were also a risk factor for lung cancer and peripheral artery disease; that is, that a genetic predisposition to smoking was at the same time a risk factor for smoking-related disease.[97]

Cardiovascular disease

Stefansson and his cardiovascular research team have worked with collaborators around the world to discover common and rare variants associated with risk of atrial fibrillation,[98] coronary artery disease (CAD),[99] stroke,[] peripheral artery disease,[] sick sinus syndrome,[] and aortic and intracranial aneurysm.[] Among their noteworthy recent discoveries is a rare variant in the ASGR1 gene that confers substantial protection from coronary artery disease, the leading cause of death in the developed world.[]&#; This finding is being used in drug discovery and development at Amgen.[] Another very large study, analyzing clinical and whole-genome sequence data from some , people, found more than a dozen relatively rare variants corresponding to elevated cholesterol levels. However the genetic links to CAD risk provided a new view of how cholesterol is linked to heart disease. They reported that measuring non-HDL cholesterol better captures risk than measuring LDL cholesterol, which is current standard practice.[]

Diabetes and other traits and conditions

deCODE discovered the link between type 2 diabetes (T2D) and variants in the TCF7L2 gene,[] the most important common known genetic risk factor known, and variants in the CDKAL1 and other genes linked to insulin response and both increased and decreasednT2D risk.[] The deCODE team has made contributions to the understanding of genetic variation influencing a range of other diseases and traits including glaucoma;[] menarche;[] essential tremor;[] tuberculosis susceptibility;[] height;[] gene expression;[] hair, eye and skin pigmentation;[] aortic valve stenosis;[] rhinosinusitis;[] and dozens of others.

In , Stefansson met David Altshuler, then deputy director of the Broad Institute, who stopped at deCODE on his way back from Finland and Sweden. Altshuler had been leading a T2D research effort and had found a rare variant that seemed to protect even those with common lifestyle risk factors from developing the disease. Stefansson looked for an association in deCODE data which confirmed that Icelanders did not have the exact variant found by Altshuler's team but did have another in the same gene that was clearly protective for T2D.[]&#; &#;The deCODE team then added their variant to the paper that was published in Nature Genetics.[]

Public-private collaboration and the development of precision medicine

While deCODE comprises the first and most comprehensive national genome project in the world, it has never been government funded. It has always been a business that relies on the voluntary participation of citizens and national health system doctors as partners in scientific discovery. This relationship between citizens and private enterprise, which seemed logical to Stefansson, counterintuitive to others and is disliked by some, is becoming ever more common.[]&#; One factor underlying its success and driving participation in Iceland is clearly national pride, turning the country's small size and historical isolation into a unique advantage in an important field. Another is that discoveries are applied to trying to create and sell actual products to improve medicine and health. In a interview Iceland's former president Vigdis Finnbogadottir captured a common view: "If Icelanders can contribute to the health of the world, I'm more than proud. I'm grateful."[] &#;

Personal genomics and disease risk diagnostics

Stefansson has worked to turn his company's discoveries into medically useful and commercially successful products. Some were highly innovative and paved the way for new industries and markets. In the years after Íslendingabok put Icelanders' genealogies online, the Genographic Project and companies like MyHeritage, FamilyTreeDNA and Ancestry launched websites to enable people everywhere to try to use genetics to build out their genealogies.[]&#; In November , deCODE launched deCODEme, the first personal genomics service, followed the next day by Google-backed 23andMe.[]&#; deCODEme included polygenic risk scores built principally on its discoveries to gauge individual predisposition to dozens of common diseases, an approach followed by 23andMe and others. deCODE's published risk markers provided the most rigorously validated foundation for all such services.[]

Stefansson also oversaw deCODE bringing to market clinical tests for polygenic risk of type 2 diabetes, heart attack, prostate cancer, and atrial fibrillation and stroke.[]&#; Marketing of these products and deCODEme ceased with the company's financial troubles in , but recent high-profile studies from Massachusetts General Hospital have revived interest in the medical value polygenic risk testing. These tests are using more markers and new algorithms to build upon the risk variants and approach pioneered in Iceland for these same diseases.[]

Drug discovery

Yet Stefansson's principal goal has always been to use the genome to inform the development of better drugs. Years before precision medicine became a common term, he wanted to provide its foundation&#;: to find and validate drug targets rooted in disease pathways rather than rely on trial and error in medicinal chemistry,[] and to be able to test and prescribe drugs for patients likely to respond well.[]&#; This addresses longstanding productivity challenges in drug development and Stefansson has funded the company principally by partnering with pharmaceutical companies. A $ million gene and target discovery deal with Roche in was an early sign of the industry's interest in genomics to make better drugs.[]&#; Other partnerships were formed with Merck, Pfizer, Astra Zeneca and others. In the mids the company brought several of its own compounds into clinical development but did not have the financial resources to continue their development after its insolvency and restructuring in [] &#;

By far the longest, deepest and most productive partnership has been that with Amgen. In , Amgen bought deCODE for $ million.&#; Since then it has operated as a wholly owned but quite independent subsidiary, applying its capabilities across Amgen's drug development pipeline while maintaining local control over its data and science.[] With Amgen's full support it has continued to publish both commercially relevant gene and drug target discoveries and on human diversity and evolution, providing a high-profile example of how commercial goals, basic science and public dissemination of results can be mutually beneficial.[]

The integration with Amgen coincided with the beginning of large-scale whole-genome sequencing at deCODE and the imputation of that data throughout the company's Iceland dataset. With that data, Stefansson and his colleagues at Amgen believed that genomics could be transformative to drug development in a way that was not possible with only SNP-chip and GWAS data.[]&#; Importantly, they could identify rare, high-impact mutations affecting common phenotypes — in brief, the most extreme versions of common diseases — yielding drug targets with potentially better validated and more tractable therapeutic potential. This "rare-for-common" approach is now being followed by many drug companies.[] The identification of ASGR1 was an example of this and was taken into drug discovery to develop novel cholesterol-fighting drugs.[] &#;

More broadly, Amgen's longtime chief scientific officer Sean Harper said in that "with the acquisition of deCODE we gained an industrial capability to do population genetics" that could provide human genetic validation for any target or compound. deCODE assessed Amgen's entire clinical pipeline within a month of the acquisition, delivering information that has helped to avoid clinical failures and prioritize and guide trials. Harper claims that this "target-first drug development" model enabled the company to address its own version of the industry's endemic productivity problem. He estimated that "just [by] having strong genetic support for half your pipeline you can improve your rate of return on R&D investments by approximately 50%."[] &#;

Public health: BRCA2 screening

In , deCODE launched a website that enables Icelanders to request the analysis of their sequence data to determine whether they carry a SNP in the BRCA2 gene linked to significantly increased risk of breast and prostate cancer in Icelanders.[]&#; This was the first time that deCODE, which is primarily a research organization, returned information from its research data to participants. Stefansson had tried for many years to convince the Icelandic Ministry of Health that this was a serious public health issue that deCODE's data could address at virtually no cost, and it was but one of the clearest-cut of many such possible precision medicine applications to healthcare in Iceland.[] &#;

With no response from the health system, Stefansson went ahead and put the matter in the hands of citizens. As of late , some 40, people, more than ten percent of the population, had utilized the site to learn their BRCA2 status. Hundreds of people have been able to learn that they are carriers and the National Hospital has built up its counseling and other services to help those decide how they wish to use this information to protect their health.[]&#; Given the disease and mortality rates from breast and prostate cancer associated with BRCA2, the availability of this information should enable the prevention and early detection of hundreds of cancers and save dozens of lives.[] &#;

The Iceland population approach as a global model

Introducing Stefansson for the William Allan Award lecture at the American Society of Human Genetics annual conference, Mark Daly, then co-director of the Broad Institute, said: &#;

"it is impossible to overlook a pervasive paradigm involving biobanks recruited with full population engagement, historical medical registry data, investments in large-scale genetic data collection and statistical methodology, and collaborative follow-up across academic and industry boundaries. What is often overlooked is that Kári and his colleagues at deCODE provided the template for this discovery engine. Moreover, it is easy to forget that when Kári founded deCODE Genetics 21 years ago, these concepts were considered quite radical and unlikely to succeed. He was both literally and figuratively on a small island of his own. As Peter Donnelly put it, "the number of countries now investing millions in similar resources is an astonishing testament to the perspicacity of his vision."[]

Following on Iceland's success, countries now pursuing or planning national genome projects of varying scale, scope and rationale include the UK (via the UK Biobank as well as Genomics England and the Scottish Genomes Partnership separately); the US (All of Us as well as the Million Veteran Program[]), Australia,[] Canada,[] Dubai,[]Estonia, Finland,[] France,[] Hong Kong,[] Japan,[] Netherlands,[] Qatar,[] Saudi Arabia,[] Singapore,[] South Korea,[] Sweden,[] and Turkey.[] Projects funded either largely or partially by pharmaceutical companies to inform drug target discovery include FinnGen (partly led by Mark Daly), Regeneron/Geisinger,[] and Genomics Medicine Ireland.[]

In April , Stefansson was named first president of the Nordic Society of Human Genetics and Precision Medicine, formed to create a pan-Nordic framework for human genetics research and the application of genomics to healthcare across the region, with the aim of generating and integrating genomic and healthcare data from Iceland, Norway, Sweden, Denmark, Finland and Estonia.

Awards and honors

Stefansson has received high honors in biomedical research and genetics, including the Anders Jahres Award for Medical Research, the William Allan Award,[] and the Hans Krebs Medal.[]

His work has been recognized by patient and research organizations such as the American Alzheimer's Society and by major international publications and bodies including Time,[]&#; Newsweek,[]&#; Forbes,[]&#; BusinessWeek[]&#; and the World Economic Forum.[]&#;

He has also received Iceland's highest honor, the Order of the Falcon.[]

In , he was elected a foreign associate of the US National Academy of Sciences, and received the International KFJ Award from Rigshospitalet, one of the oldest and most prestigious medical institutions in Denmark.[][]

Popular culture

Stefansson is the model for professor Lárus Jóhannsson in Dauðans óvissi tími by Þráinn Bertelsson and the principal villain of Óttar M. Norðfjörð's satirical book Jón Ásgeir & afmælisveislan, in which he creates a female version of Davíð Oddsson from a sample of Davíð's hair. He is the model for Hrólfur Zóphanías Magnússon, director of the company CoDex, in CoDex by Sjón.[][] In his novel Jar City, Arnaldur Indriðason mixes critical and humorous references to deCODE and Stefansson by creating a vaguely sinister genetics institute based in Reykjavík headed by a scrupulously polite, petite brunette named Karitas.&#; In the film version directed by Baltasar Kormákur, Stefansson (who is 6'5" and with gray hair) plays himself, adding a moment of vérité but losing the satirical irony of his namesake.[] He was also in the documentary Bobby Fischer Against the World where he engaged in controversial debate with late Bobby Fischer.[][]

Contrary to popular belief, Kári Stefánsson was not the model for Odinn in Vargold,[] a series of graphic novels inspired by Norse mythology. Graphic artist Jón Páll Halldórsson explains that the similarities between his portrayal of the Norse God Odinn and Kári Stefánsson are purely accidental.

Notes

  1. ^This is an Icelandic name. The last name is patronymic, not a family name; in Iceland he is referred to by the given name Kári, but internationally he may be referred to as Stefansson.

References

  1. ^Gunnlaugur Haraldsson, ed. (). Læknar á Íslandi [Short biographies of Icelandic physicians]. Þjóðsaga. p.&#;
  2. ^Marx, Vivien (27 August ). "The DNA of a nation". Nature. (): – BibcodeNaturM. doi/a. ISSN&#; PMID&#;
  3. ^An, Joon Yong (16 October ). "National human genome projects: an update and an agenda". Epidemiology and Health. 39: e doi/epih.e ISSN&#; PMC&#; PMID&#;
  4. ^"Biographies of Delegates S-Y". Imperial College London. Archived from the original on 21 October
  5. ^Obituary notice for Stefán Jónsson, Morgunblaðið, 18 September , accessed at ?pageId=
  6. ^"Andlát: Valgerður Ólafsdóttir". Morgunblaðið (in Icelandic). 12 November Retrieved 12 November
  7. ^"Sólveig Káradóttir að skilja við Dhani Harrison". DV (in Icelandic). 22 November Retrieved 7 May
  8. ^"Ekki merkilegast við hana Sólveigu dóttur mína að hún sé eiginkona sonar George Harrison". . 23 August Archived from the original on 23 September Retrieved 7 May
  9. ^"What if You Knew When You Were Going to Die?"Haaretz
  10. ^Executive Profile from BusinessWeek magazine [1][dead link&#;]
  11. ^"Company website management page". 6 February Retrieved 2 May
  12. ^"Staff page, University of Iceland". Retrieved 2 May
  13. ^" Human Genome Meeting speaker biography". Archived from the original on 2 May Retrieved 2 May
  14. ^His particular focus was myelin degeneration in multiple sclerosis. A selection of his publications from this period can be searched on Google Scholar.
  15. ^Adam Piore, "Bring us your genes: A Viking scientist's quest to conquer disease," Nautilus, 2 July
  16. ^Gulcher, JR, Vartanian, T, and Stefansson K, "Is Multiple Sclerosis an automimmune disease?" Clinical Neuroscience 2() ()
  17. ^For contemporary views of this potential, MS Guyer and FS Collins, "The Human Genome Project and the future of medicine," American Journal of Diseases of Children, (11) (November )
  18. ^An authoritative mids view of the promise of genetics in diagnostics, Min J Khoury and Diane K Wagener, "Epidemiological evaluation of the use of genetics to improve the predictive value of disease risk factors," American Journal of Human Genetics, , 5 January
  19. ^FS Collins et al., " New Goals for the U.S. Human Genome Project: –," Science, Vol. , pp. , 23 October
  20. ^An influential early – and at that time still largely theoretical – discussion of different possible approaches to common rather than rare diseases is ES Lander and NJ Schork, "Genetic dissection of complex traits," Science, Vol. , Issue , pp. –, 30 September
  21. ^This was not an obvious thing to look for. Even prominent experts who predicted the future power of population genetics and association studies seem not to have considered that linkage analysis could be extended to common diseases, and aid in association studies, through population-wide genealogies. Neil Risch and Kathleen Merikangas, "The future of genetic studies of complex human diseases," Science, Vol. , No. , pp –, 13 September ; Aravinda Chakravarti, "Population genetics: making sense out of sequence," Nature Genetics 21, pages 56–60, 1 January
  22. ^Nicholas Wade, "SCIENTIST AT WORK/Kari Stefansson; Hunting for Disease Genes In Iceland's Genealogies," New York Times, 18 June
  23. ^from Alta Venture Partners, Polaris Venture Partners, ARCH Venture Partners, Atlas Venture, among others. A complete list of early investors is in the Icelandic business paper Frjals Verslun from 1 March , p. 37
  24. ^Announcement of deCODE starting operations on the front page of Morgunblaðið, 31 May
  25. ^An early description of the discovery model and process by Stefansson and Gulcher when they still planned to build the IHD, in "Population genomics: laying the groundwork for genetic disease modeling and targeting," Clinical Chemistry and Laboratory Medicine(subscription required) 36(8), 1 August
  26. ^A good early outline of Stefansson's vision and the business model in Stephen D. Moore, "Biotech firm turns Iceland into a giant genetics lab," Wall Street Journal(subscription required), 3 July
  27. ^Gulcher, J, Helgason A, Stefansson, K, "Genetic homogeneity of Icelanders," Nature Genetics(subscription required) volume 26, page , December One example of the relative genetic homogeneity but global utility of studying the Icelandic population is breast cancer. Around the world there are many variants in the BRCA2 gene known to confer substantial increased risk of breast cancer, but in Iceland there is essentially one disease-linked variant, which was published on the eve of deCODE's operational launch in Iceland: Steinnun Thorlacius et al., "A single BRCA2 mutation in male and female breast cancer families from Iceland with varied cancer phenotypes," Nature Genetics(subscription required), Volume 13, pages–, 1 May deCODE now has a website that enables Icelanders to find out if they carry the mutation.
  28. ^The resources and their utility for gene discovery is concisely summarized in deCODE's first press release: "Icelandic Genomics Company Identifies Location of Gene for Essential Tremor," 25 August , on the company website.
  29. ^Quoted in Michael Specter, "Decoding Iceland," The New Yorker(subscription required), 18 January
  30. ^See for example Francesco Cuca et al., "The distribution of DR4 haplotypes in Sardinia suggests a primary association of type I diabetes with DRB1 and DQB1 loci," Human Immunology, Volume 43, Issue 4, pp , August ; EM Petty et al., "Mapping the gene for hereditary hyperparathyroidism and prolactinoma (MEN1Burin) to chromosome 11q: evidence for a founder effect in patients from Newfoundland," American Journal of Human Genetics, 54(6): –, June ; Melanie M Mahtani et al., "Mapping of a gene for type 2 diabetes associated with an insulin secretion defect by a genome scan in Finnish families," Nature Genetics(subscription required), Volume 14, pp 90–94, 1 September ; Steinnun Thorlacius et al., "A single BRCA2 mutation," op. cit.
  31. ^Stephen D. Moore, "Biotech firm turns Iceland into," op. cit.
  32. ^Gulcher and Stefansson, "Population genomics: laying the groundwork," op. cit.
  33. ^Stefansson and Gulcher cite polls showing public support for the IHD of 75%, in "An Icelandic saga on a centralized healthcare database and democratic decision making," Nature Biotechnology(subscription required)(subscription required), volume 17, page , July Icelandic opponents to the IHD created an organization called Mannvernd to fight it and to encourage people to exercise their right to opt-out. The number of opt-outs provides one concrete measure of opposition to the idea as well as, conversely, a measure of how many people either favored the idea or held no strong opinion. According to an archived snapshot of Mannvernd's website from September , in the five years following the passage of the law authorizing the IHD, just over 20, people had opted out, or 7% of a population of ,
  34. ^Books and major research articles by bioethicists on these themes include: Mike Fortun, Promising genomics: Iceland and deCODE genetics in a World of speculation (Berkeley: University of California Press, ); David Winickoff, "Genome and nation: Iceland's Health Sector Database and its legacy,"&#; Innovations: Technology Governance Globalization 1(2), February "; Henry T. Greely, "Iceland's plan for genomics research: Facts and implications," Jurimetrics(subscription required) 40, no. 2, pp, Winter ; and Jon Merz, "Iceland, Inc?: On the ethics of commercial population genomics", Social Science & Medicine 58(6), April &#;Apart from Mannvernd's, another website in Berkeley, California was devoted to the anthropological implications of deCODE and genetics research in Iceland:
  35. ^Stefansson and Gulcher estimated that by more than articles and interviews had been published. For this and their view on the benefits of what deCODE was doing: "An Icelandic saga on a centralized healthcare database," op. cit. A partial snapshot of the number, flavor and sources of articles can be seen from an archived view from May of the website of Mannvernd, the Icelandic organization formed to oppose the IHD, and in a highly detailed bibliographyArchived 7 May at the Wayback Machine created by Dr Skúli Sigurðsson, a leading member of Mannvernd.
  36. ^J Gulcher, K Kristjansson, H Gudbjartsson, K Stefansson, "Protection of privacy by third-party encryption in genetic research in Iceland," European Journal of Human Genetics(subscription required), volume 8, pp. –, 3 October
  37. ^Henry T Greely, "Iceland's plan for genomics research," op. cit.
  38. ^How Stefansson's population strategy transformed thinking in the field and gene discovery by the mids in Lee Silver, "Biology reborn: A genetic science breakthrough," Newsweek, 9 October
  39. ^The Human Genome Project draft was published in Nature; Celera's draft in Science, both on 15 February
  40. ^A list of deCODE's key publications, on virtually all of which Stefansson is senior author, are listed by year on the company's website at
  41. ^JL Weber, "The Iceland Map," and A Kong et al., "A high resolution recombination map of the human genome," Nature Genetics(subscription required), Volume 31, pp – and –, respectively, 10 June On how the map improved the accuracy of the reference sequence see Nicholas Wade, "Human genome sequence has errors, scientists say," New York Times, 11 June
  42. ^In , Icelandic anthropologist Gisli Palsson already noted the success of the deCODE model: Gisli Palsson and Paul Rabinow, "Iceland: The case of a national genome project," Anthropology Today Vol. 15, No. 5, pp. , 5 October A report by genetics ethics watchdog GeneWatch, a vehement opponent of the IHD and the use of medical records data in research without explicit consent, notes deCODE as a major inspiration for the UK Biobank. In , bioethicist George Annas already noted emulation of the deCODE approach, New England Journal of Medicine(subscription required), , 15 June ; David Winickoff, "Genome and nation," op. cit. On deCODE's early successes and their importance as an example to other biobank projects and the field in general see also Nicholas Wade, "Scientist at Work/Kari Stefansson: Hunting for disease genes in Iceland's genealogies," New York Times, 18 June
  43. ^Jocelyn Kaiser, "Population databases boom from Iceland to U.S.," Science(subscription required) Vol. , Issue , pp. –, 8 November No one else had comparable genealogies, but Eric Lander was inspired by the scale and data-driven approach in Iceland and founded the Broad Institute on the idea of using rapidly developing technologies for generating more data – SNP chips and then sequencing – to power discovery. Lee Silver, "Biology reborn: a genetic science breakthrough," Newsweek, 9 October
  44. ^This database is overwhelmingly complete going back to the Icelandic census of , the world's first complete national census and now part of UNESCO's registered world heritage, and extending back to before the arrival of the first inhabitants in the 9th century.
  45. ^Usage numbers cited on the Íslendingabok Wiki page. A more detailed discussion by a longtime observer, anthropologist Gísli Pálsson, in "The Web of Kin: An Online Genealogical Machine," in Sandra C. Bamford, ed., Kinship and Beyond: The Genealogical Model Reconsidered (New York: Berghahn Books, ), pp. 84–
  46. ^Details of how the privacy protection system works in Gulcher et al., "Protection of privacy by third-party encryption," op. cit.
  47. ^A good early description of how people are asked to participate and how their data is used in research is on pp. of deCODE's annual report filed with the SEC.
  48. ^By , the government and deCODE had effectively stopped all work on the IHD and moved on. On page 10 of deCODE's annual report filed with the SEC, the company described the mutual lack of activity: "As of March , a government-mandated review of the IHD's data encryption and protection protocols, which began in April , had not been completed. When and if this review and issuance of related security certification is completed, we will evaluate whether and when, if at all, to proceed with the development of the IHD in light of our priorities and resources at that time. In light of our current business plans and priorities, we do not expect the IHD to be a material aspect of our business in the near future."
  49. ^Helen Pearson, "Profile: Kari Stefansson," Nature Medicine, volume 9, page , 1 September ; participation rate in deCODE's annual report from filed with the SEC, p. 8.
  50. ^James Butcher, "Kari Stefansson, general of genetics," The Lancet, 27 January
  51. ^Anna Azvolinsky, "Master Decoder: A Profile of Kári Stefánsson," The Scientist, 1 March
  52. ^In , most advanced national genome efforts were still aspiring to generate and assemble , whole genome sequences in one place. See Alex Phillipidis, "10 Countries in the K genome club," Clinical Omics, 30 August
  53. ^A pioneering early methodology for phasing and imputation is in A Kong et al., "Detection of sharing by descent, long-range phasing and haplotype imputation," Nature Genetics(subscription required) volume 40, pages –, 17 August The first published sequence imputation dates from DF Gudbjartsson et al., "Large-scale whole-genome sequencing of the Icelandic population" published as part of the "Genomes of Icelanders" special edition, Nature Genetics(subscription required), 47, pp. –, 25 May
  54. ^Axton also pointed out that notwithstanding deCODE scientists' hundreds of publications elsewhere, papers, or five percent of the papers published during his tenure at the journal over the preceding twelve years, had come out of deCODE. Axton's comments are from his remarks at deCODE's 20th anniversary conference, held in Reykjavík on 30 September , available in video on the company website at
  55. ^A list of all of deCODE's major publications since are on the company's website at
  56. ^Recent lists of highly cited scientists at 20 April at the Wayback Machine
  57. ^A Kong et al., "A high resolution recombination map of the human genome," Nature Genetics(subscription required), Volume 31, pp –, 10 June
  58. ^A Kong et al., "Reproduction rate and reproductive success," Nature Genetics(subscription required), volume 36, pp –, 3 October
  59. ^H Stefansson et al., "A common inversion under selection in Europeans," Nature Genetics(subscription required), volume 37, pages –, 16 January
  60. ^A Kong et al., "Fine-scale recombination rate differences between sexes, populations and individuals," Nature(subscription required), volume , pp –, 28 October
  61. ^A Kong et al., "Rate of de novo mutations and the importance of father's age to disease risk," Nature, volume , pp –, 23 August
  62. ^H Jonsson et al., "Parental influence on human germline de novo mutations in 1, trios from Iceland," Nature(subscription required), volume , pp –, 28 September
  63. ^A Jonsson et al., "Multiple transmissions of de novo mutations in families," Nature Genetics(subscription required), Volume 50, pp , 5 November
  64. ^BV Halldorsson et al., "The rate of meiotic gene conversion varies by sex and age," Nature Genetics(subscription required), volume 48, pp –, 19 September
  65. ^BV Halldorsson et al., "Characterizing mutagenic effects of recombination through a sequence-level genetic map," Science, Vol. , Issue , eaau, 25 January
  66. ^A Helgason et al., "The Y chromosome point mutation rate in humans," Nature Genetics,(subscription required), volume 47, pp –, 25 March
  67. ^A Helgason et al., "Sequences from first settlers reveal rapid evolution in Icelandic mtDNA pool," PLoS Genetics, 16 January
  68. ^A Helgason et al., "Estimating Scandinavian and Gaelic ancestry in the male settlers of Iceland," American Journal of Human Genetics, 67(3): –, 7 August ; and A Helgason et al., "mtDNA and the Origin of the Icelanders: Deciphering Signals of Recent Population History," American Journal of Human Genetics, 66(3), 23 February
  69. ^SS Ebenesersdottir et al., "Ancient genomes from Iceland reveal the making of a human population," Science(subscription required), Vol. , Issue , pp. , 1 June
  70. ^A Helgason et al., "An association between the kinship and fertility of human couples," Science(subscription required), Vol. , Issue , pp. , 8 February
  71. ^A Helgason et al., " An Icelandic example of the impact of population structure on association studies," Nature Genetics(subscription required), Volume 37, pages 90–95, 19 December
  72. ^P Sulem et al., " Identification of a large set of rare complete human knockouts," Nature Genetics(subscription required), Volume 47, pages –, 25 March
  73. ^A Jagadeesan et al., "Reconstructing an African haploid genome from the 18th century," Nature Genetics(subscription required), volume 50, pp–, 15 January Hans Jonatan is the subject of a book by Icelandic anthropologist Gisli Palsson, The Man Who Stole Himself (Chicago: University of Chicago Press, ) and Stefansson addressed the reconstruction of Hans Jonatan's genome in the New York Times, The Atlantic, Newsweek, Der Spiegel and elsewhere.
  74. ^Stefansson presented an early explanation of the 'broad but rigorous' approach to the definition of phenotypes powered by datamining at the European Molecular Biology Laboratory (EMBL) conference in Barcelona in ; it is also discussed in many publications. See for example S Gretarsdottir et al., "Localization of a susceptibility gene for common forms of stroke to 5q12," American Journal of Human Genetics, Volume 70, Issue 3, pp , March
  75. ^T Jonsson et al., "A mutation in APP protects against Alzheimer's disease and age-related cognitive decline," Nature, , pp 96–99, 11 June ; Michael Specter, "The good news about Alzheimer's Disease," The New Yorker, 11 July ; Ewen Callaway, "Gene mutation defends against Alzheimer's Disease," Nature, 11 July
  76. ^T Jonsson et al., "Variant of TREM2 associated with the risk of Alzheimer's disease," New England Journal of Medicine, (2), 10 January ; S Steinberg et al., "Loss-of-function variants in ABCA7 confer risk of Alzheimer's disease," Nature Genetics, 47(5), 25 March
  77. ^H Stefansson et al., "Neuregulin 1 and susceptibility to schizophrenia," American Journal of Human Genetics, Volume 71, Issue 4, pp , October Like many early linkage-based findings, this association itself has not proved fruitful, but substantial later work has been done on the pathway. See for example A Buonanno, "The neuregulin signaling pathway and schizophrenia: From genes to synapses and neural circuits," Brain Research Bulletin, Volume 83, Issues 3–4, pp , 30 September
  78. ^H Stefansson et al., "Large recurrent microdeletions associated with schizophrenia," Nature(subscription required), volume , pp , 11 September ; H Stefansson et al., Nature(subscription required), "Common variants conferring risk of schizophrenia," Nature, volume , pp , 6 August ; Niamh Mullins et al., "Reproductive fitness and genetic risk of psychiatric disorders in the general population," Nature Communications, Volume 8, Article number , 13 June
  79. ^H Stefansson et al., "CNVs conferring risk of autism or schizophrenia affect cognition in controls," Nature, volume , pp , 18 December
  80. ^RA Power et al., "Polygenic risk scores for schizophrenia and bipolar disorder predict creativity," Nature Neuroscience(subscription required), Volume 18, pp –, 8 June ; GW Reginsson et al., "Polygenic risk scores for schizophrenia and bipolar disorder associate with addiction," Addiction Biology, volume 23, issue 1, pp , 25 February
  81. ^B Gunnarsson et al., "A sequence variant associating with educational attainment also affects childhood cognition," Nature Scientific Reports, volume 6, article number
  82. ^A Kong et al., "Selection against variants in the genome associated with educational attainment," Proceedings of the National Academy of Sciences, (5) EE, 17 January
  83. ^LT Amundadottir et al., "Cancer as a Complex Phenotype: Pattern of Cancer Distribution within and beyond the Nuclear Family," PLoS Medicine, 1(3):e65, 28 December ; T Gudmundsson et al., "A population-based familial aggregation analysis indicates genetic contribution in a majority of renal cell carcinomas," International Journal of Cancer, (4), 13 June ; S Jonsson et al., "Familial risk of lung carcinoma in the Icelandic population," Journal of the American Medical Association (JAMA), (24), 22 December
  84. ^J Gudmundsson et al., "Genome-wide association study identifies a second prostate cancer susceptibility variant at 8q24," Nature Genetics(subscription required), Volume 39, pp –, 1 April ; LA Kiemeney et al., "Sequence variant on 8q24 confers susceptibility to urinary bladder cancer," Nature Genetics, 40(11), 14 September ; J Gudmundsson et al., "A study based on whole-genome sequencing yields a rare variant at 8q24 associated with prostate cancer," Nature Genetics(subscription required), Volume 44, pages –, 28 October ; J Gudmundsson et al., "A common variant at 8q is associated with renal cell cancer," Nature Communications, Vol 4, Article number: , 13 November
  85. ^T Rafnar et al., "Sequence variants at the TERT-CLPTM1L locus associate with many cancer types," Nature Genetics,(subscription required), 41(2), 18 January ; SN Stacey et al., "A germline variant in the TP53 polyadenylation signal confers cancer susceptibility," Nature Genetics, 43(11), 25 September ; U Styrkarsdottir et al., "Nonsense mutation in the LGR4 gene is associated with several human diseases and other traits," Nature(subscription required), Vol , pp –, 5 May
  86. ^LT Amundadottir et al., "A common variant associated with prostate cancer in European and African populations," Nature Genetics(subscription required), 38(6), 27 May ; J Gudmundsson et al., "Common sequence variants on 2p15 and Xp confer susceptibility to prostate cancer," Nature Genetics(subscription required), 40(3), 10 February ; J Gudmundsson et al., "Genome-wide association and replication studies identify four variants associated with prostate cancer susceptibility," Nature Genetics, 41(10), 20 September ; J Gudmundsson et al., "A study based on whole-genome sequencing yields a rare variant at 8q24 associated with prostate cancer," Nature Genetics(subscription required), Volume 44, pages –, 28 October ; SN Stacey et al., "Insertion of an SVA-E retrotransposon into the CASP8 gene is associated with protection against prostate cancer," Human Molecular Genetics, 25(5), 1 March ; J Gudmundsson et al., "Genome-wide associations for benign prostatic hyperplasia reveal a genetic correlation with serum levels of PSA," Nature Communications, Vol 9, Article number: , 8 November
  87. ^SN Stacey et al., "The BARD1 CysSer Variant and Breast Cancer Risk in Iceland," PLoS Medicine, 20 June ; SN Stacey et al., "Common variants on chromosomes 2q35 and 16q12 confer susceptibility to estrogen receptor–positive breast cancer," Nature Genetics(subscription required), volume 39, pp –, 27 May ; SN Stacey et al., "Common variants on chromosome 5p12 confer susceptibility to estrogen receptor–positive breast cancer," Nature Genetics(subscription required), Volume 40, pp –, 27 April
  88. ^DF Gudbjartsson et al., "ASIP and TYR pigmentation variants associate with cutaneous melanoma and basal cell carcinoma," Nature Genetics(subscription required), Volume 40, pp –, 18 May ; SN Stacey et al., "Common variants on 1p36 and 1q42 are associated with cutaneous basal cell carcinoma but not with melanoma or pigmentation traits," Nature Genetics, Volume 40, pp –, 12 October ; SN Stacey et al., "New common variants affecting susceptibility to basal cell carcinoma," Nature Genetics, Volume 41, pp –, 5 July ; SN Stacey et al., "Germline sequence variants in TGM3 and RGS22 confer risk of basal cell carcinoma," Human Molecular Genetics, Volume 23, Issue 11, pp –, 1 June ; SN Stacey et al., "New basal cell carcinoma susceptibility loci," Nature Communications volume 6, Article number , 9 April
  89. ^J Gudmundsson et al., "Common variants on 9q and 14q predispose to thyroid cancer in European populations," Nature Genetics(subscription required)volume 41, pp –, 6 February ; J Gudmundsson et al., "Discovery of common variants associated with low TSH levels and thyroid cancer risk," Nature Genetics(subscription required)volume 44, pp –, 22 January ; J Gudmundsson et al., "A genome-wide association study yields five novel thyroid cancer risk loci," Nature Communications volume 8, article number , 14 February
  90. ^L Kiemney et al., "Sequence variant on 8q24 confers susceptibility to urinary bladder cancer," Nature Genetics(subscription required) volume 40, pp –, 14 September ; L Kiemeney et al., "A sequence variant at 4p confers susceptibility to urinary bladder cancer," Nature Genetics(subscription required), volume 42, pp –, 28 March ; T Rafnar et al., "European genome-wide association study identifies SLC14A1 as a new urinary bladder cancer susceptibility gene," Human Molecular Genetics, Volume 20, Issue 21, ppages –, 11 November ; T Rafnar et al., "Genome-wide association study yields variants at 20p that associate with urinary bladder cancer," Human Molecular Genetics, Volume 23, Issue 20, ppages –, 15 October
  91. ^T Rafnar et al., "Mutations in BRIP1 confer high risk of ovarian cancer," Nature Genetics(subscription required), volume 43, pp –, 2 October
  92. ^T Gudbjartsson et al., "A population‐based familial aggregation analysis indicates genetic contribution in a majority of renal cell carcinomas," International Journal of Cancer, 13 June ; J Gudmundsson et al., "A common variant at 8q is associated with renal cell cancer," Nature Communications, volume 4, Article number: , 13 November
  93. ^H Helgason et al., "Loss-of-function variants in ATM confer risk of gastric cancer," Nature Genetics(subscription required), volume 47, pages –, 22 June
  94. ^JT Bergthorsson et al., "A genome-wide study of allelic imbalance in human testicular germ cell tumors using microsatellite markers," Cancer Genetics and Cytogenetics, Volume , Issue 1, pp , 1 January
  95. ^S Jonsson et al., "Familial Risk of Lung Carcinoma in the Icelandic Population," Journal of the American Medical Association (JAMA), Volume (24), pp , 22 December ; TE Thorgeirsson et al., "A variant associated with nicotine dependence, lung cancer and peripheral arterial disease," Nature, volume , pp –, 3 April
  96. ^F Zink et al., "Clonal hematopoiesis, with and without candidate driver mutations, is common in the elderly," Blood, Volume , pp , February
  97. ^TE Thorgeirsson et al., "A variant associated with nicotine dependence, lung cancer and peripheral arterial disease," Nature(subscription required), vol , pp –, 3 April ; TE Thorgeirsson et al., "Sequence variants at CHRNB3–CHRNA6 and CYP2A6 affect smoking behavior," Nature Genetics(subscription required), volume 42, pp –, 25 April ; TE Thorgeirsson et al., "A rare missense mutation in CHRNA4 associates with smoking behavior and its consequences," Molecular Psychiatry, volume 21, pp –, 8 March Megan Brooks, "Genes affect smoking behaviour, lung cancer risk," Reuters, 26 April
  98. ^DF Gudbjartsson et al., "Variants conferring risk of atrial fibrillation on chromosome 4q25," Nature(subscription required), Volume , pp –, 19 July ; DF Gudbjartsson et al., "A frameshift deletion in the sarcomere gene MYL4 causes early-onset familial atrial fibrillation," European Heart Journal, Volume 38, Issue 1, Pages 27–34, 1 January ; RB Thorolfsdottir et al., "A Missense Variant in PLEC Increases Risk of Atrial Fibrillation," Journal of the American College of Cardiology, Volume 70, Issue 17, pp , 24 October ; RB Thorolfsdottir et al., "Coding variants in RPL3L and MYZAP increase risk of atrial fibrillation," Communications Biology, Volume 1, Article number 68, 12 June
  99. ^See notes and infra and: A Helgadottir et al., "Rare SCARB1 mutations associate with high-density lipoprotein cholesterol but not with coronary artery disease," European Heart Journal, Volume 39, Issue 23, pp –, 14 June ; E Bjornsson et al., "A rare splice donor mutation in the haptoglobin gene associates with blood lipid levels and coronary artery disease," Human Molecular Genetics, Volume 26, Issue 12, pp –, 15 June ; S Gretarsdottir et al., "A Splice Region Variant in LDLR Lowers Non-high Density Lipoprotein Cholesterol and Protects against Coronary Artery Disease," PLoS Genetics, 1 September ; E Bjornsson et al., "Common Sequence Variants Associated With Coronary Artery Disease Correlate With the Extent of Coronary Atherosclerosis," Arteriosclerosis, Thrombosis, and Vascular Biology, Volume 35, pp –, 1 June ; A Helgadottir et al., "A Common Variant on Chromosome 9p21 Affects the Risk of Myocardial Infarction," Science(subscription required),&#;Vol. , Issue , pp , 8 June ; A Helgadottir et al., "The gene encoding 5-lipoxygenase activating protein confers risk of myocardial infarction and stroke," Nature Genetics, Volume 36, pp –, 8 February
  100. ^DF Gudbjartsson et al., "A sequence variant in ZFHX3 on 16q22 associates with atrial fibrillation and ischemic stroke," Nature Genetics(subscription required)volume 41, pp –, 13 July ; S Gretarsdottir et al., "The gene encoding phosphodiesterase 4D confers risk of ischemic stroke," Nature Genetics(subscription required), Volume 35, pp –, 21 September ; S Gretarsdottir et al., "Localization of a Susceptibility Gene for Common Forms of Stroke to 5q12," American Journal of Human Genetics, Volume 70, Issue 3, pp , March
  101. ^TE Thorgeirsson et al., "A variant associated with nicotine dependence, lung cancer and peripheral arterial disease," op. cit.; G Gudmundsson et al., "Localization of a Gene for Peripheral Arterial Occlusive Disease to Chromosome 1p31," American Journal of Human Genetics, Volume 70, Issue 3, pp , March
  102. ^H Holm et al., "A rare variant in MYH6 is associated with high risk of sick sinus syndrome," Nature Genetics(subscription required), Volume 43, pp –, 6 March
  103. ^A Helgadottir et al., "The same sequence variant on 9p21 associates with myocardial infarction, abdominal aortic aneurysm and intracranial aneurysm," Nature Genetics(subscription required), Volume 40, pp –, 6 January ; S Gretarsdottir et al.