Trimethylaminuria

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Trimethylaminuria
Other names: Primary trimethylaminuria
Trimethylamine chemical structure.png
Trimethylamine

Trimethylaminuria (TMAU), also known as fish odor syndrome or fish malodor syndrome,[1] is a rare metabolic disorder that causes a defect in the normal production of an enzyme named flavin-containing monooxygenase 3 (FMO3).[2][3] When FMO3 is not working correctly or if not enough enzyme is produced, the body loses the ability to properly convert trimethylamine (TMA) from precursor compounds in food digestion into trimethylamine oxide (TMAO), through a process called N-oxidation. Trimethylamine then builds up and is released in the person's sweat, urine, and breath, giving off a fishy odor. Primary trimethylaminuria is caused by genetic mutations that affect the FMO3 function of the liver. Symptoms matching TMAU can also occur when there is no genetic cause, yet excessive TMA is excreted - this has been described as secondary trimethylaminuria (TMAU2). TMAU2 can be caused by a precursor overload (ingesting too many dietary TMA precursors), hormonal issues related to menstrual cycles, liver damage, or liver and kidney failure. As a symptom rather than a disease, TMAU2 is temporary and will resolve as the underlying cause is remedied (in the instance of menstrual related TMAU2, at menopause).

Symptoms and signs

Trimethylamine is most noticeable in urine, as it is captured, concentrated and released in intervals. Fishy smelling urine is a primary identifying symptom in infant children (Trimethylaminuria literally meaning "trimethylamine in urine").

Trimethylamine is also released in the person's sweat, reproductive fluids, and breath, and can give off a fishy odor when the concentration of trimethylamine is high enough to be detected. The intensity of the smell is directly correlated with the concentration of trimethylamine in the bloodstream.

Some people with trimethylaminuria report having a strong odor all the time, but when in a clinical setting most have only moderate to no smell, depending on diet and the severity of their FM03 mutation. In a study by Wise PM,[4] of 115 identified tmau subjects, 0% had a smell detectable at a social distance and only 5% had some minor malodour when sniffing their palms. After a choline challenge load test (intentionally ingesting a TMA precursor) only 10% expressed a smell at a social distance, suggesting that those that produced odour had a more severe form of FMO3 impairment. Smell events are often sporadic and episodic in nature (based on diet over the previous 24 hours), making it often difficult to diagnose by smell alone.

Individuals with this condition do not have any physical symptoms, and they typically appear healthy.[5]

The condition seems to be more common in women than men, for unknown reasons. Scientists suspect that such female sex hormones as progesterone and estrogen aggravate the condition. According to several reports, the condition worsens around puberty. In women, symptoms may worsen just before and during menstrual periods, after taking oral contraceptives, and around menopause.[5]

Genetics

Trimethylaminuria has an autosomal recessive pattern of inheritance.

Most cases of trimethylaminuria appear to be inherited in an autosomal recessive pattern, which means two copies of the gene in each cell are altered. The parents of an individual with an autosomal recessive disorder are both carriers of one copy of the altered gene. Carriers may have mild symptoms of trimethylaminuria or experience temporary episodes of fish-like body odor.[citation needed]

Mutations in the FMO3 gene, which is found on the long arm of chromosome 1, cause trimethylaminuria. The FMO3 gene makes an enzyme that breaks down nitrogen-containing compounds from the diet, including trimethylamine. These compounds are produced by bacteria in the intestine as they digest proteins from eggs, meat, soy, and other foods. Normally, the FMO3 enzyme converts fishy-smelling trimethylamine into trimethylamine N-oxide which has no odor. If the enzyme is missing or its activity is reduced because of a mutation in the FMO3 gene, trimethylamine is not broken down and instead builds up in the body. As the compound is released in a person's sweat, urine, and breath, it causes the strong odor characteristic of trimethylaminuria. Researchers believe that stress and diet also play a role in triggering symptoms.[citation needed]

There are more than 40 known mutations associated with TMAU.[6][7][8] Loss-of-function mutations, nonsense mutations, and missense mutations are three of the most common. Nonsense and missense mutations cause the most severe phenotypes.

Although FMO3 mutations account for most known cases of trimethylaminuria, some cases are caused by other factors. A fish-like body odor could result from excess consumption of TMA precurors choline, carnitine and betaine (unobtainable via regular dietary intake, it requires high levels of supplement intake). A few cases of the disorder have been identified in adults with liver damage caused by hepatitis.

In 2007 the evolution of the FMO3 gene was studied, including the evolution of some mutations associated with TMAU.[9]

Metabolic pathway

Dietary precursors and metabolism of TMA

Trimethylamine enters the body via the consumption of certain foods and supplements:

  • When food is consumed that contains TMA and/or TMAO (predominately seafood; saltwater fish, shellfish, seaweed and kelp). TMAO is converted by bacteria in the lower gastrointestinal tract (gut) into TMA.
  • When a food substance, supplement or medicine that contains a TMA precursor (choline or carnitine) is ingested. Some precursor is absorbed into the bloodstream in the small intestine before reaching the gut (the RDI of choline is 450–550 mg per day,[10] which is absorbed this way), however there is a limit to the transport capacity of the intestine, and not all precursor is exposed to the process. Unabsorbed precursor ends up in the gut.[11] Certain bacteria[12] in the gut can convert those precursors to TMA,[13] the proportion of precursor converted to TMA is related to the amount of specific bacteria in the gut[14] but on average 63% of excess choline, and 31% of carnitine (+-13%) are converted to TMA.[15]

TMA in the gut is absorbed through the intestinal lining and enters the bloodstream, where it is processed by the liver. A healthy liver produces an abundance of the enzyme FMO3, which neutralises the TMA by oxidising it to an odourless TMAO. If FMO3 enzyme production is compromised, or there is too much TMA for the amount of enzyme, then TMA will continue to circulate in the bloodstream until enough enzyme is produced. While TMA is in the bloodstream, it is filtered out via the kidneys (95% over 24 hours[15]) to the bladder, and slowly exits the body in bodily fluids; urine, sweat, saliva, reproductive fluids and breath. TMA has no known interactions with any known internal or organ function.

Although lecithin, creatinine and betaine are technically precursors to TMA, pilot studies have shown no significant effect on the production of excess TMA/TMAO in urinary analysis at normal dietary levels of consumption.[11] When taken in large quantities (12g/day) betaine has been known to cause fish odor symptoms,[16] meaning that there is some conversion of betaine to TMA if supplements are taken regularly.

Diagnosis

Measurement of urine for the ratio of trimethylamine to trimethylamine oxide is the standard screening test. A blood test is available to provide genetic analysis. The prominent enzyme responsible for TMA N-oxygenation is coded by the FMO3 gene.

False positives can occur in the following conditions, where elevated TMA can be present in the urine without any underlying TMAU:

A similar foul-smelling odor of the urine has also been associated with colonization of the urinary tract with a bacterium called Aerococcus urinae, especially in children.[18]

Olfactory reference syndrome is a condition where there is a persistent false belief and preoccupation with the idea of emitting an abnormal body odor. According to McNiven[19] at a canadian genetics clinic, 83% of referrals for genetic testing for TMAU were deemed likely to instead have ORS. Findings found that the use of “fecal/sewage” as a description, and the use of multiple descriptors of the smell, and 'incorrect' locations of smell origin effectively differentiated ORS from TMAU. In the literature on body odour identification, emphasis is frequently placed on multiple consultations to reduce the risk of misdiagnosis, and also asking the individual to have a reliable confidant accompany them to the consultation who can confirm the reality of the reported symptom. ORS patients are unable to provide such confidants as they have no objective odor.[20][21]

A fecal smell (fecal body odour) is often a self reported symptom associated with TMAU,[19] however there is no recorded evidence of fecal body odour present in any study related to TMAU. Cashman JR[22] found that 53% of TMAU and 59% of non-TMAU subjects suffered from regular halitosis, dental plaque on the back of the tongue, which produced on average "200-600 ppb of sulfurous/fecal smelling volatile sulfur compounds (i.e., VSC: hydrogen sulfide; methylmercaptan; dimethylsulfide) with each exhalation, creating a ‘malodorous cloud’ in their vicinity”. It is likely that halitosis, ORS or in severe cases, a bowel obstruction leading to fecal vomiting may be the cause.

There is the possibility that someone may suffer from both Trimethylaminuria and ORS-like paranoia, due to the potential lack of ability to smell the odour oneself and the worry that it generates. It is recommended to organise reliable confidants, colleagues, friends or relatives ("smell buddies") to work with the sufferer to discretely inform them if they are presenting an odour.

Affected individuals experience shame and embarrassment, fail to maintain relationships, avoid contact with people who comment on their condition, and are obsessive about masking the odour with hygiene products and even smoking. The malodorous aspect can have serious and destructive effects on schooling, personal life, career and relationships, resulting in social isolation, low self-esteem, depression, paranoid behaviour, and suicide. Delayed diagnosis, body odour and the lack of cure may lead to psychosocial issues. When the condition is suspected or known to occur in a family, genetic testing can be helpful in identifying the specific individuals who have or carry the disorder.[23]

Treatment

There is no known permanent cure for primary trimethylaminuria, but symptoms can in some cases be managed via diet, and sometimes by certain supplements (as below).

Some forms of secondary trimethylaminuria can eliminated successfully, depending on the cause. TMAU2 caused by precursor overload can be resolved by reducing the consumption of TMA and its precursors, which will end symptoms.[24] For TMAU2 caused by hypothetical gut dysbiosis, clinical review by a doctor, antibiotics, and/or a predominately plant based diet, and reduced precursor intake can help return gut flora to a healthy state.[14] The procedures to manage symptoms of TMAU1 will result in similar outcomes for all varieties of TMAU2.

Diet and supplement use should be overseen by medical professionals and nutritionists, as dietary restrictions can have other serious adverse health effects.

Primary TMAU sufferers generally have some residual FMO3 activity in the liver which processes TMA, however this happens relatively slowly. According to a study by Al-Waiz M[24] TMA filters through to the bladder at half the rate of TMAO, and a healthy functioning person passes 99% of TMAO in urine within 24 hours. Therefore it's estimated that the majority of TMA would be filtered out within 48 hours if no additional TMA or precursor is ingested, regardless of liver function.

The metabolic and clinical manifestations of TMAU are generally regarded as benign, as there is no associated organ dysfunction. This designation, and the fact that the condition is often unrecognised by doctors, misdiagnosed and can have important ramifications including missed or delayed diagnosis.[23]

Ways of reducing the fishy odor may include:

  • Avoiding all seafood, including fish, shellfish, kelp, seaweed. Seafood contains TMAO, which is converted to TMA in the stomach, and will directly raise TMA levels in the person.
  • Reducing the consumption of foods and supplements that contain carnitine,[25] such as red meat (beef, lamb and pork), liver, offal. A study performed by Wang Z[26] found that when comparing diets where the main protein source was red meat, white meat and non-meat protein sources, consumption of red meat increased the production of TMAO, whereas white meat and non-meat protein diets generated only low to negligible amounts TMAO. This study indicates that red meat is a major driver of TMA production by altering the balance of microbiota in the stomach due to the carnitine found in red meat. A further study by Crimarco A[14] found that a 8 week plant based diet significantly reduced TMAO production, and further, that after switching the diet to include animal based protein, TMAO production was less than the participants who had only been given an animal protein based diet. The findings suggest that the microbiome in the gut is modified by a plant based diet, and for a time a person will lack the bacteria required to convert choline and carnitine into TMA at the same rate of an animal protein based diet.
  • Reducing the consumption of foods and supplements containing choline[27] - fish, red meat, white meat, offal, egg yolks, legumes, beans, whey products, and other foods that contain high levels of choline. Choline is an essential nutrient so complete elimination of choline is unadvised. As above, white meat (chicken, turkey) and plant based products may be fine to consume if red meat is predominantly avoided. Note, while raw ingredients like soybeans have a relatively high choline content, some processed products like soy sauce, soy milk and tofu have low choline content, due to dilution of ingredients, small serving size, or removal as a byproduct during the manufacturing process. It's best to check the choline content[27] of food and the portion size for a better understanding of how much choline is being consumed.
  • Vitamin B2 at 50 mg per day in combination with diet resolved smell issues for 2 children with TMAU.[28] B2 was found to increase residual FMO3 performance in the liver, meaning more TMA is neutralised.
  • Taking low doses of antibiotics such as neomycin and metronidazole[29] in order to reduce the amount of bacteria in the gut, although this is not recommended as a long term solution due to antibiotic resistance and other side effects.
  • Using slightly acidic detergent and body washes with a pH between 5.5 and 6.5

Additionally, at least one study[30] has suggested that daily intake of the supplements activated charcoal and copper chlorophyllin may temporarily improve the quality of life of individuals afflicted with TMAU by helping their bodies to oxidize and convert TMA to the odorless N-oxide (TMAO) metabolite. Study participants experienced subjective reduction in odor as well as objective reduction in TMA and increase in TMAO concentration measured in their urine. The study found that:

  • 85% of test participants experienced complete loss of detectable "fishy" odor
  • 10% experienced some reduction in detectable odor
  • 5% did not experience any detectable odor reduction

History

The first clinical case of TMAU was described in 1970.[31] Her mother related that her child, a 6 year old girl, had intermittently had a peculiar "fishy" odour. Analysis of her urine showed an elevated level of trimethylamine, and that a chemially pure free base sample of trimethylamine smelled similar to the patient's fishy odor. They tested her condition by giving her more trimethylamine, which substantially increased her odour (which it did not in control subjects).

Society and culture

In 2014, singer/songwriter Cassie Graves was first featured in the Daily Mail, the Daily Mirror, and The Metro UK newspapers in both print and Online,[32] giving an interview about her experiences with Trimethylaminuria. The article was later repurposed in media across the globe, most notably by HuffPost.[33]

In 2016, Graves was then featured in Princess Productions' Medical Mysteries on UK's Channel 5, which went on a journey to find an official diagnosis for the condition, and again sparked a global media interest in the condition.

The 2010 novel Boxer, Beetle by Ned Beauman features a character with trimethylaminuria.

References

  1. Mitchell SC, Smith RL (2001). "Trimethylaminuria: the fish malodor syndrome". Drug Metab Dispos. 29 (4 Pt 2): 517–21. PMID 11259343.
  2. Treacy EP, et al. (1998). "Mutations of the flavin-containing monooxygenase gene (FMO3) cause trimethylaminuria, a defect in detoxication". Human Molecular Genetics. 7 (5): 839–45. doi:10.1093/hmg/7.5.839. PMID 9536088.
  3. Zschocke J, Kohlmueller D, Quak E, Meissner T, Hoffmann GF, Mayatepek E (1999). "Mild trimethylaminuria caused by common variants in FMO3 gene". Lancet. 354 (9181): 834–5. doi:10.1016/S0140-6736(99)80019-1. PMID 10485731. S2CID 9555588.
  4. Wise PM, Eades J, Tjoa S, Fennessey PV, Preti G (2011). "Individuals reporting idiopathic malodor production: demographics and incidence of trimethylaminuria". Am. J. Med. 124 (11): 1058–1063. doi:10.1016/j.amjmed.2011.05.030. PMID 21851918.
  5. 5.0 5.1 "Learning About Trimethylaminuria". Archived from the original on 22 January 2018. Retrieved 25 April 2016.
  6. Hernandez D, Addou S, Lee D, Orengo C, Shephard EA, Phillips IR (2003). "Trimethylaminuria and a human FMO3 mutation database". Hum Mutat. 22 (3): 209–13. doi:10.1002/humu.10252. PMID 12938085. S2CID 5965257.
  7. Furnes B, Feng J, Sommer SS, Schlenk D (2003). "Identification of novel variants of the flavin-containing monooxygenase gene family in African Americans". Drug Metab Dispos. 31 (2): 187–93. doi:10.1124/dmd.31.2.187. PMID 12527699. S2CID 6619389.
  8. Guo, Y., Hwang, L. D., Li, J., Eades, J., Yu, C. W., Mansfield, C., ... & Preti, G. (2017). Genetic analysis of impaired trimethylamine metabolism using whole exome sequencing. BMC medical genetics, 18(1), 1-9.
  9. Allerston CK, Shimizu M, Fujieda M, Shephard EA, Yamazaki H, Phillips IR (2007). "Molecular evolution and balancing selection in the flavin-containing monooxygenase 3 gene (FMO3)". Pharmacogenet Genomics. 17 (10): 827–39. doi:10.1097/FPC.0b013e328256b198. PMID 17885620. S2CID 6712355.
  10. "Office of Dietary Supplements - Choline". ods.od.nih.gov. Archived from the original on 2021-09-23. Retrieved 2023-04-16.
  11. 11.0 11.1 Schmidt AC, Leroux JC (2020). "Treatments of trimethylaminuria: where we are and where we might be heading". Drug Discov Today. 25 (9): 1710–1717. doi:10.1016/j.drudis.2020.06.026. PMID 32615074. S2CID 220329737.
  12. Kalnins, Gints; Kuka, Janis; Grinberga, Solveiga; Makrecka-Kuka, Marina; Liepinsh, Edgars; Dambrova, Maija; Tars, Kaspars (August 2015). "Structure and Function of CutC Choline Lyase from Human Microbiota Bacterium Klebsiella pneumoniae". Journal of Biological Chemistry. 290 (35): 21732–21740. doi:10.1074/jbc.M115.670471. PMC 4571895. PMID 26187464.
  13. Janeiro MH, Ramírez MJ, Milagro FI, Martínez JA, Solas M (2018). "Implication of Trimethylamine N-Oxide (TMAO) in Disease: Potential Biomarker or New Therapeutic Target". Nutrients. 10 (10): 1398. doi:10.3390/nu10101398. PMC 6213249. PMID 30275434.
  14. 14.0 14.1 14.2 Crimarco A, Springfield S, Petlura C, Streaty T, Cunanan K, Lee J, Fielding-Singh P, Carter MM, Topf MA, Wastyk HC, Sonnenburg ED, Sonnenburg JL, Gardner CD (2020). "A randomized crossover trial on the effect of plant-based compared with animal-based meat on trimethylamine-N-oxide and cardiovascular disease risk factors in generally healthy adults: Study With Appetizing Plantfood-Meat Eating Alternative Trial (SWAP-MEAT)". Am J Clin Nutr. 112 (5): 1188–1199. doi:10.1093/ajcn/nqaa203. PMC 7657338. PMID 32780794.
  15. 15.0 15.1 Zhang, A. Q.; Mitchell, S. C.; Smith, R. L. (May 1999). "Dietary precursors of trimethylamine in man: a pilot study". Food and Chemical Toxicology. 37 (5): 515–520. doi:10.1016/s0278-6915(99)00028-9. ISSN 0278-6915. PMID 10456680. Archived from the original on 2023-06-01. Retrieved 2023-06-22.
  16. Manning, Nigel J.; Allen, Elizabeth K.; Kirk, Richard J.; Sharrard, Mark J.; Smith, Edwin J. (2011-11-20). "Riboflavin-Responsive Trimethylaminuria in a Patient with Homocystinuria on Betaine Therapy". JIMD Reports. 5: 71–75. doi:10.1007/8904_2011_99. ISBN 978-3-642-28095-5. ISSN 2192-8304. PMC 3509925. PMID 23430919.
  17. 17.0 17.1 17.2 17.3 Shephard, Elizabeth A; Treacy, Eileen P; Phillips, Ian R (30 November 2011). "Clinical utility gene card for: Trimethylaminuria". European Journal of Human Genetics. 20 (3): 4–5. doi:10.1038/ejhg.2011.214. PMC 3283181. PMID 22126753.
  18. Lenherr N, Berndt A, Ritz N, Rudin C. Aerococcus urinae: a possible reason for malodorous urine in otherwise healthy children. Eur J Pediatr. 2014;173:1115-7; Gibb AP, Sivaraman B. A second case of foul smelling urine in a boy caused by Aerococcus urinae. Pediatr Infect Dis J. 2013;32:1300-1.
  19. 19.0 19.1 McNiven V, Mamane S, et al. (2019). "The Nose Knows… or Does it? Olfactory Reference Syndrome in Patients Presenting for Assessment of Unusual Body Odor". J Nerv Ment Dis. 207 (3): 145–151. doi:10.1097/NMD.0000000000000933. PMID 30720598. S2CID 73434719.
  20. Richter, JL (Apr 1996). "Diagnosis and treatment of halitosis". Compendium of Continuing Education in Dentistry. 17 (4): 370–2, 374–6 passim, quiz 388. PMID 9051972.
  21. Newman MG, Takei HH, Klokkevold PR, Carranza FA, eds. (2012). Carranza's clinical periodontology (11th ed.). St. Louis, Mo.: Elsevier/Saunders. pp. 1333, 1334. ISBN 978-1-4377-0416-7.
  22. Cashman JR, Camp K, Fakharzadeh SS, Fennessey PV, Hines RN, Mamer OA, Mitchell SC, Nguyen GP, Schlenk D, Smith RL, Tjoa SS, Williams DE, Yannicelli S (2003). "Biochemical and clinical aspects of the human flavin-containing monooxygenase form 3 (FMO3) related to trimethylaminuria". Curr Drug Metab. 4 (2): 151–170. doi:10.2174/1389200033489505. PMID 12678693.
  23. 23.0 23.1 Mountain H, Brisbane JM, Hooper AJ, Burnett JR, Goldblatt J (2008). "Trimethylaminuria (fish malodour syndrome): a "benign" genetic condition with major psychosocial sequelae". Med. J. Aust. 189 (8): 468. doi:10.5694/j.1326-5377.2008.tb02126.x. PMID 18928446. S2CID 35200507.
  24. 24.0 24.1 Al-Waiz M, Ayesh R, Mitchell SC, et al. (1989). "Trimethylaminuria: The detection of carriers using a trimethylamine load test". Journal of Inherited Metabolic Disease. 12 (1): 80–85. doi:10.1007/bf01805534. PMID 2501587. S2CID 22725501.
  25. Demarquoy, Jean; Georges, Béatrice; Rigault, Caroline; Royer, Marie-Charlotte; Clairet, Amélie; Soty, Maud; Lekounoungou, Serge; Le Borgne, Françoise (2004). "Radioisotopic determination of l-carnitine content in foods commonly eaten in Western countries". Food Chemistry. 86 (1): 137–142. doi:10.1016/j.foodchem.2003.09.023. Archived from the original on 2023-02-02. Retrieved 2023-06-22.
  26. Wang Z, Bergeron N, Levison BS, Li XS, Chiu S, Jia X, Koeth RA, Li Y, Wu Y, Tang WH, Krauss RM, Hazen SL (2019). "Impact of chronic dietary red meat, white meat, or non-meat protein on trimethylamine N-oxide metabolism and renal excretion in healthy men and women". European Heart Journal. 40 (7): 583–594. doi:10.1093/eurheartj/ehy799. PMC 6374688. PMID 30535398.
  27. 27.0 27.1 "Choline : USDA ARS". www.ars.usda.gov. Archived from the original on 2022-09-20. Retrieved 2022-09-19.
  28. Bouchemal N, Ouss L, Brassier A, Barbier V, Gobin S, Hubert L, de Lonlay P, Le Moyec L (2019). "Diagnosis and phenotypic assessment of trimethylaminuria, and its treatment with riboflavin: 1H NMR spectroscopy and genetic testing". Orphanet J Rare Dis. 18 (1): 14(1):222. doi:10.1186/s13023-019-1174-6. PMC 6751875. PMID 31533761.
  29. Treacy E, Johnson D, Pitt JJ, Danks DM (1995). "Trimethylaminuria, fish odour syndrome: A new method of detection and response to treatment with metronidazole". J Inherit Metab Dis. 18 (3): 306–312. doi:10.1007/bf00710420. PMID 7474897. S2CID 42397848.
  30. Yamazaki H, Fujieda M, Togashi M, et al. (2004). "Effects of the dietary supplements, activated charcoal and copper chlorophyllin, on urinary excretion of trimethylamine in Japanese trimethylaminuria patients". Life Sci. 74 (22): 2739–2747. doi:10.1016/j.lfs.2003.10.022. PMID 15043988.
  31. Humbert JA, Hammond KB, Hathaway WE (1970). "Trimethylaminuria: the fish-odour syndrome". Lancet. 2 (7676): 770–1. doi:10.1016/S0140-6736(70)90241-2. PMID 4195988.
  32. Reporter, Metro News (July 2, 2014). "Rare condition leaves singer smelling of rotting fish". Archived from the original on May 22, 2022. Retrieved June 22, 2023.
  33. "'I Smell Like Rotting Fish': Woman Has Rare Fish Odour Syndrome". HuffPost UK. July 3, 2014. Archived from the original on May 5, 2016. Retrieved June 22, 2023.

External links

Classification
External resources

This article incorporates public domain text from The U.S. National Library of Medicine Archived 2019-02-04 at the Wayback Machine and The National Human Genome Research Institute Archived 2011-02-21 at the Wayback Machine