The World Anti-Doping Agency (WADA) is the main regulatory organization looking into the issue of the detection of gene doping. Both direct and indirect testing methods are being researched by the organization. Directly detecting the use of gene therapy usually requires the discovery of recombinant proteins or gene insertion vectors, while most indirect methods involve examining the athlete in an attempt to detect bodily changes or structural differences between endogenous and recombinant proteins.

Indirect methods are by nature more subjective, as it becomes very difficult to determine which anomalies are proof of gene doping, and which are simply natural, though unusual, biological properties. For example, Eero Mäntyranta, an Olympic cross country skier, had a mutation which made his body produce abnormally high amounts of red blood cells. It would be very difficult to determine whether or not Mäntyranta's red blood cell levels were due to an innate genetic advantage, or an artificial one.

A 2016 review found that about 120 DNA polymorphisms had been identified in the literature related to some aspect of athletic performance, 77 related to endurance and 43 related to power. 11 had been replicated in three or more studies and six were identified in genome-wide association studies, but 29 had not been replicated in at least one study.

The 11 replicated markers were:

- Endurance:

- ACE Alu I/D (rs4646994) (Called ACE I)

- ACTN3 577X

- PPARA rs4253778 G,

- PPARGC1A Gly482;

- power/strength markers:

- ACE Alu I/D (rs4646994) (called ACE D)

- ACTN3 Arg577

- AMPD1 Gln12

- HIF1A 582Ser

- MTHFR rs1801131 C

- NOS3 rs2070744 T

- PPARG 12Ala

The six GWAS markers were:

- CREM rs1531550 A,

- DMD rs939787 T

- GALNT13 rs10196189 G

- NFIA-AS1 rs1572312 C,

- RBFOX1 rs7191721 G

- TSHR rs7144481 C

Whether MTHFR deficiency has any effect at all on all-cause mortality is unclear. One Dutch study showed that the MTHFR mutation was more prevalent in younger individuals (36% relative to 30%), and found that elderly men with MTHFR had an elevated mortality rate, attributable to cancer. Among women, however, no difference in life expectancy was seen. More recently, however, a meta-analysis has shown that overall cancer rates are barely increased with an odds ratio of 1.07, which suggests that an impact on mortality from cancer is small or zero.

Its exact cause is unknown, but present research points toward a genetic component, possibly following maternal genes.

It involves hypomethylation of "H19" and "IGF2". In 10% of the cases the syndrome is associated with maternal uniparental disomy (UPD) on chromosome 7. This is an imprinting error where the person receives two copies of chromosome 7 from the mother (maternally inherited) rather than one from each parent.

Like other imprinting disorders (e.g. Prader–Willi syndrome, Angelman syndrome, and Beckwith–Wiedemann syndrome), Silver–Russell syndrome may be associated with the use of assisted reproductive technologies such as in vitro fertilization.

A 2006 study of 279 patients found that of those with symptoms (185, 66%), 95% had suffered an encephalopathic crises usually with following brain damage. Of the persons in the study, 49 children died and the median age of death was 6.6 years. A Kaplan-Meier analysis of the data estimated that about 50% of symptomatic cases would die by the age of 25.

Bowen–Conradi syndrome (BCS or BWCNS) is a disease in humans that can affect children. The disease is due to an autosomal recessive abnormality of the "EMG1" gene, which plays a role in small ribosomal subunit (SSU) assembly. The preponderance of diagnoses has been in North American Hutterite children, but BWCNS can affect other population groups.

BWCNS is a ribosomopathy. A D86G mutation of "EMG1" destroys an EcoRV restriction endonuclease site in the most highly conserved region of the protein.

Skeletal dysmorphology is seen and severe prenatal and postnatal growth failure usually leads to death by one year of age.

Plasma and cerebrospinal fluid levels of pipecolic acid are frequently elevated in patients with PDE, though it is a non-specific biomarker. α-aminodipic semialdehyde is elevated in urine and plasma and is a more specific biomarker for PDE. Improvements in these biomarkers have been reported with the implementation of a lysine-restricted diet. Initial studies evaluating the safety and efficacy of lysine restriction evaluated developmental and cognitive outcomes by age-appropriate tests and parental observations.

Based on studies conducted in the United States, the prognosis for individuals with ALECT2 amyloidosis is guarded, particularly because they are elderly and their kidney disease is usually well-advanced at the time of presentation. End-stage renal disease develops in 1 out of 3 patients and has a median renal survival of 62 months. A suggested prognostic tool is to track creatinine levels in ALect2 patients. The attached Figure gives survival plotss for individuals with LECT2 renal amyloidosis and serum creatinine levels less than 2 mg/100 ml versus 2 mg/100 ml or greater than 2 mg/100 ml. The results show that afflicted individuals with lower creatinine levels have a ~four-fold higher survival rate.

The prevalence of 677T homozygozity varies with race. 18-21% of Hispanics and Southern Mediterranean populations have this variant, as do 6-14% of North American Caucasians and <2% of Blacks living outside of Africa.

The prevalence of the 1298C mutation is lower, at 4-12% for most tested populations.

A study in 2000 had identified only 24 cases of severe MTHFR deficiency (from nonsense mutations) across the whole world.

PDE is inherited in an autosomal recessive manner and is estimated to affect around 1 in 400,000 to 700,000 births, though one study conducted in Germany estimated a prevalence of 1 in 20,000 births. The ALDH7A1 gene encodes for the enzyme antiquitin or α -aminoadipic semialdehyde dehydrogenase, which is involved with the catabolism of lysine.

The prevalence of DG in the United States (US) can only be estimated because there is no true population surveillance for this condition. Differences in NBS methods result in very different detection rates for DG in different states. For example, in some US states, DG is detected by NBS in up to 1 in 3500 infants screened, while in other states it is essentially not detected. DG prevalence in the US Caucasian population is estimated to be approximately 1 in 4,000, which is nearly 10 times the prevalence of classic galactosemia.

Very little is known about outcomes in DG after early childhood. This is because many infants with DG are born in states where they are not diagnosed by NBS, and of those who are diagnosed, most are discharged from metabolic follow-up as toddlers.

Because it is unclear whether DG has any long-term developmental impacts, or if diet modification would prevent or resolve any issues that may result from DG, any developmental or psychosocial problems experienced by a person with DG should be treated symptomatically and the possibility of other causes should be explored.

Of note, premature ovarian insufficiency, a common outcome among girls and women with classic galactosemia, has been checked by hormone studies and does not appear to occur at high prevalence among girls with DG.

Prior Research Concerning Developmental Outcomes of Children with DG: Three

studies of developmental outcomes of children with DG have been published.

- The first looked at biochemical markers and developmental outcomes in a group of 28 toddlers and young children with DG, some of whom had drunk milk through infancy and some of whom had drunk soy formula. The authors found that galactose metabolites were significantly elevated in the infants drinking milk over those drinking soy. However, all of the children scored within normal limits on standardized tests of child development.

- A second study of developmental outcomes in DG looked at 3 to 10 year olds living in a large metropolitan area and asked whether children diagnosed as newborns with DG in this group were more likely than their unaffected peers to receive special educational services later in childhood. The answer was yes. Specifically, children with DG in this group were significantly more likely than other children to receive a diagnosis of, or special educational services for, a speech/language disorder.

- The final study reported that addressed developmental outcomes in DG was a pilot study involving direct assessments of 15 children, all ages 6–11 years old; 15 had DG and 5 did not. Children in the DG group showed slower auditory processing than did the control group. The DG group also showed some slight differences in auditory memory, receptive language/ listening skills, social-emotional functioning, and balance and fine motor coordination.

Combined,

these studies "suggest" that school age

children with DG "might" be at

increased risk for specific developmental difficulties compared with controls. All

of the relevant studies were limited, however, leaving the question of whether

children with DG are truly at increased risk for developmental difficulties

unresolved. Current reports also leave open the question of whether dietary

exposure to milk in infancy associates with developmental outcomes in DG. More

research is needed to answer these questions.

Most individuals diagnosed with LECT2 amyloidosis in the United States (88%) are of Mexican descent and reside in Southwest region of the United States (New Mexico, Arizona, far Western Texas). Other groups with higher incidence rates of the disorder include First Nation Peoples in Canada, Punjabis, South Asians, Sudanese, Native Americans, and Egyptians. In Egyptians, for example, LECT2 is second most common cause of renal amyloidosis, accounting for nearly 31% of all cases.

ALECT2 amyloidosis is generally diagnosed in individuals between the ages 40 and 90, with a mean age of 67 years old. The disorder commonly presents with renal disease that in general is advanced or at an end stage. Associated signs and symptoms of their renal disease may include fatigue, dehydration, blood in urine, and/or other evidence for the presence of the nephrotic syndrome or renal failure. Further studies may find that these individuals have histological or other evidence of LECT2 amyloid deposition in the liver, lung, spleen, kidney, and/or adrenal glands but nonetheless they rarely show any symptoms or signs attributable to dysfunction in these organs. Unlike many other forms of systemic amyloidosis, LECT2 deposition has not been reported to be deposited in the myocardium or brain of affected individuals. Thus, LECT2 amyloidosis, while classified as a form of systemic amyloidosis, almost exclusively manifests clinically as renal amyloidosis. No familial link has been found in the disorder although there have been several cases described among siblings.

The prognosis is poor; affected individuals are either stillborn or die shortly after birth. The longest survival reported in literature is of 134 days.

This syndrome is transmitted as an autosomal recessive disorder and there is a risk for recurrence of 25% in future pregnancies.

17q21.31 microdeletion syndrome (Koolen De Vries syndrome) is a rare genetic disorder caused by a deletion of a segment of chromosome 17 which contains six genes. This deletion syndrome was discovered independently in 2006 by three different research groups.

The human GALK1 gene contains 8 exons and spans approximately 7.3 kb of genomic DNA. The GALK1 promoter was found to have many features in common with other housekeeping genes, including high GC content, several copies of the binding site for the Sp1 transcription factor and the absence of TATA-box and CCAAT-box motifs typically present in eukaryotic polymerase II promoters. Analysis by 5-prime-RACE PCR indicated that the GALK1 mRNA is heterogeneous at the 5-prime end, with transcription sites occurring at many locations between 21 and 61 bp upstream of the ATG start site of the coding region. In vitro translation experiments of the GALK1 cDNA indicated that the protein is cytosolic and not associated with endoplasmic reticulum membrane.

Stress caused by infection, fever or other demands on the body may lead to worsening of the signs and symptoms, with only partial recovery.

The deletion that causes this disease can remove up to six different genes. These include:

- The uncharacterised protein C17orf69 (also known as FLJ25168).

- Corticotropin releasing hormone receptor 1 (CRHR1, also known as CRF-R, CRF1)

- Microtubule-associated protein tau (MAPT)

- The uncharacterised protein KIAA1267 (also known as DKFZP727C091)

Studies have found that about 5 percent of Caucasians in North America have factor V Leiden. The condition is less common in Latin Americans and African-Americans and is extremely rare in people of Asian descent.

Up to 30 percent of patients who present with deep vein thrombosis (DVT) or pulmonary embolism have this condition. The risk of developing a clot in a blood vessel depends on whether a person inherits one or two copies of the factor V Leiden mutation. Inheriting one copy of the mutation from a parent (heterozygous) increases by fourfold to eightfold the chance of developing a clot. People who inherit two copies of the mutation (homozygous), one from each parent, may have up to 80 times the usual risk of developing this type of blood clot. Considering that the risk of developing an abnormal blood clot averages about 1 in 1,000 per year in the general population, the presence of one copy of the factor V Leiden mutation increases that risk to between 4 in 1,000 to 8 in 1,000. Having two copies of the mutation may raise the risk as high as 80 in 1,000. It is unclear whether these individuals are at increased risk for "recurrent" venous thrombosis. While only 1 percent of people with factor V Leiden have two copies of the defective gene, these homozygous individuals have a more severe clinical condition. The presence of acquired risk factors for venous thrombosis—including smoking, use of estrogen-containing (combined) forms of hormonal contraception, and recent surgery—further increase the chance that an individual with the factor V Leiden mutation will develop DVT.

Women with factor V Leiden have a substantially increased risk of clotting in pregnancy (and on estrogen-containing birth control pills or hormone replacement) in the form of deep vein thrombosis and pulmonary embolism. They also may have a small increased risk of preeclampsia, may have a small increased risk of low birth weight babies, may have a small increased risk of miscarriage and stillbirth due to either clotting in the placenta, umbilical cord, or the fetus (fetal clotting may depend on whether the baby has inherited the gene) or influences the clotting system may have on placental development. Note that many of these women go through one or more pregnancies with no difficulties, while others may repeatedly have pregnancy complications, and still others may develop clots within weeks of becoming pregnant.

Alkaptonuria does not appear to affect life expectancy, although the last study on the topic is from 1985. The main impact is on quality of life; many people with alkaptonuria have disabling symptoms such as pain, poor sleep and breathing symptoms. These generally start in the fourth decade. The average age at requiring joint replacement surgery is 50–55 years.

Silver–Russell syndrome (SRS), also called Silver–Russell dwarfism or Russell–Silver syndrome (RSS) is a growth disorder occurring in approximately 1/50,000 to 1/100,000 births. In the United States it is usually referred to as Russell–Silver syndrome, and Silver–Russell syndrome elsewhere. It is one of 200 types of dwarfism and one of five types of primordial dwarfism and is one of the few forms that is considered treatable in some cases.

There is no statistical significance of the syndrome occurring preferentially in either males or females.

The variant causes elevated plasma prothrombin levels (hyperprothrombinemia), possibly due to increased pre-mRNA stability. Prothrombin is the precursor to thrombin, which plays a key role in causing blood to clot (blood coagulation). G20210A can thus contribute to a state of hypercoagulability, but not particularly with arterial thrombosis. A 2006 meta-analysis showed only a 1.3-fold increased risk for coronary disease.

It confers a 2- to 3-fold higher risk of VTE. Deficiencies in the anticoagulants Protein C and Protein S give a higher risk (5- to 10-fold). Behind non-O blood type and factor V Leiden, prothrombin G20210A is one of the most common genetic risk factors for VTE. It was realized in 1996 that a particular change in the genetic code causes the body to make too much of the prothrombin protein. By having too much prothrombin, it increases the chances the blood clotting. Individuals who carry the condition have the prothrombin mutation which can be inherited by offspring.

Having the prothrombin mutation increases the risk of developing a DVT (Deep vein thrombosis), known as a blood clot in the deep veins, often but not always in the legs. DVTs are threatening as they can damage the veins throughout the body, causing pain and swelling, and sometimes leading to disability.

Most variety of people who have this prothrombin gene mutation do not require any treatment but need to be cautious throughout periods when the possibility of getting a blood clot may be enlarged (e.g. after surgery, during long flights etc.); occasionally people with the mutation may need to go on blood thinning medication to decrease the risk of developing blood clots. As there is no cure for the mutation, studies throughout the world are becoming conversant, emitting various medications in order to decrease risk factors.

Heterozygous carriers who take combined birth control pills are at a 15-fold increased risk of VTE, while carriers also heterozygous with factor V Leiden have an approximate 20-fold higher risk. In a recommendation statement on VTE, genetic testing for G20210A in adults that developed unprovoked VTE was disadvised, as was testing in asymptomatic family members related to G20210A carriers who developed VTE. In those who develop VTE, the results of thrombophilia tests (wherein the variant can be detected) rarely play a role in the length of treatment.

Wolf–Hirschhorn syndrome (WHS), also known as chromosome deletion Dillan 4p syndrome, Pitt–Rogers–Danks syndrome (PRDS) or Pitt syndrome, was first described in 1961 by Americans Herbert L. Cooper and Kurt Hirschhorn and, thereafter, gained worldwide attention by publications by the German Ulrich Wolf, and Hirschhorn and their co-workers, specifically their articles in the German scientific magazine "Humangenetik". It is a characteristic phenotype resulting from a partial deletion of chromosomal material of the short arm of chromosome 4 (del(4p16.3)).

Galactokinase deficiency is an autosomal recessive disorder, which means the defective gene responsible for the disorder is located on an autosome (chromosome 17 is an autosome), and two copies of the defective gene (one inherited from each parent) are required in order to be born with the disorder. The parents of an individual with an autosomal recessive disorder both carry one copy of the defective gene, but usually do not experience any signs or symptoms of the disorder.

Unlike galactose-1-phosphate uridyltransferase deficiency, the symptoms of galactokinase deficiency are relatively mild. The only known symptom in affected children is the formation of cataracts, due to production of galactitol in the lens of the eye. Cataracts can present as a failure to develop a social smile and failure to visually track moving objects.

Wolf–Hirschhorn syndrome is a microdeletion syndrome caused by a deletion within HSA band 4p16.3 of the short arm of chromosome 4, particularly in the region of and . About 87% of cases represent a "de novo" deletion, while about 13% are inherited from a parent with a chromosome translocation. In the cases of familial translocation, there is a 2 to 1 excess of maternal transmission. Of the "de novo" cases, 80% are paternally derived. Severity of symptoms and expressed phenotype differ based on the amount of genetic material deleted. The critical region for determining the phenotype is at 4p16.3 and can often be detected through genetic testing and fluorescence in situ hybridization (FISH). Genetic testing and genetic counseling is offered to affected families.