ancestry-informative marker ancestry-informative marker in population genetics, an ancestry-informative marker (aim) is a single-nucleotide polymorphism that exhibits substantially different frequencies between different populations. a set of many aims can be used to estimate the proportion of ancestry of an individual derived from each population. aims can be used to identify five european "clusters" a single-nucleotide polymorphism is a modification of a single nucleotide base within a dna sequence. there are an estimated 15 million snp (single-nucleotide polymorphism) sites (out of roughly 3 billion base pairs, or about 0.4%) from among which aims may potentially be selected. the snps that relate to ancestry are often traced to the y chromosome and mitochondrial dna because both of these areas are inherited from one parent, eradicating complexities that come with parental gene recombination. snp mutations are rare, so sequences with snps tend to be passed down through generations rather than altered each generation. however, because any given snp is relatively common in a population, analysts must examine groups of snps (otherwise known as aims) to determine someone's ancestry. using statistical methods such as apparent error rate and improved bayesian estimate, the set of snps with the highest accuracy for predicting a specific ancestry can be found. examining a suite of these markers more or less evenly spaced across the genome is also a cost-effective way to discover novel genes underlying complex diseases in a technique called admixture mapping or mapping by admixture linkage disequilibrium. as one example, the duffy null allele (fy*0) has a frequency of almost 100% of sub-saharan africans, but occurs very infrequently in populations outside of this region. a person having this allele is thus more likely to have sub-saharan african ancestors. north and south han chinese ancestry can be distinguished unambiguously using a set of 140 aims. collections of aims have been developed that can estimate the geographical origins of ancestors from within europe. following the development of ancient dna databases, ancient ancestry-informative marker (aaim) were similarly defined as a single-nucleotide polymorphism that exhibits substantially different frequencies between different ancient populations. a set of aaims can be used to identify the ancestry of ancient populations and eventually quantify the genetic similarity to modern-day individuals. discovery and development the discovery of ancestry-informative markers was made possible by the development of next generation sequencing, or ngs. ngs enables the study of genetic markers by isolating specific gene sequences. one such method for sequence extraction is the use restriction enzymes, specifically endonuclease, which modifies the dna sequence. this enzyme can be used with dna ligase (connecting two different dna), modifying dna by inserting dna from other organism. another method, cdna sequencing, or rna-seq, can also help to acquire information of the transcriptomes in a broad range of organisms and find snps (single nucleotide polymorphisms), within a dna sequence. applications ancestry informative markers have a number of applications in genetic research, forensics, and private industry. aims that indicate a predisposition for diseases such as type 2 diabetes mellitus and renal disease have been shown to reduce the effects of genetic admixture in ancestral mapping when using admixture mapping software. the differential ability of ancestry-informative markers allows scientists and researchers to narrow geographical populations of concern; for example, illegal organ trafficking can be traced to certain areas by comparing the samples taken from organ recipients and deciphering the foreign marker in their body. an array of private companies, such as 23andme and ancestrydna, provide cost-effective direct-to-consumers (dtc) genetic testing by analyzing ancestry informative markers to determine geographic origins. these private companies collect massive quantities of data such as biological samples and self-reported information from consumers, a practice known as biobanking, enabling their researchers to discover more insights on aims. though aim panels can be useful for disease screening, the genetic information nondiscrimination act (gina) prevents the use of genetic information for insurance and workplace discrimination. medical research different ancestral traits and their affiliation to diseases can help scientists determine appropriate approaches of treatment for a specific population. medical researchers have revealed the link between ancestry traits and some common diseases; for example, individuals of african descent have been found to be at higher risk of asthma than those of european ancestry. aim panels can be used for detecting disease risk factors. one such panel was created for african american ancestry based on subsets of commercially available snp arrays. these types of arrays can help reduce the cost of identifying risk factors, since they allow researchers to screen for ancestry markers instead of the entire genome. this is due to the fact that these snp arrays narrow the scope of the necessary screening from hundreds of thousands of snp markers to a panel of a few thousands of aims. while some believe that structured populations should be used in studies to better ascertain genetic associations to diseases, the social implications of the potential racial stigma that may result from such studies is a major concern. however, the study done by yang et al. (2005) suggests that the technology to conduct deeper research into and identify ancestry-associated variations in human disease does already exist.