{'fraction_non_alphanumeric': 0.03144992526158445, 'fraction_numerical': 0.01937219730941704, 'mean_word_length': 5.257388701833146, 'pattern_counts': {'":': 0, '<': 1, '<?xml version=': 0, '>': 24, 'https://': 1, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
The genetic and biochemical basis of trimethylaminuria in an Irish cohort

Abstract Background Inherited trimethylaminuria (TMAU), a rare genetic disorder of hepatic metabolism of trimethylamine (TMA) causing excessive accumulation of malodorous trimethylamine (TMA), is a socially distressing disorder. Diagnosis is made by biochemical analysis of urine, with the calculation of flavin monooxygenase trimethylamine conversion capacity. Genetic testing, sequencing the entire coding region of the FMO3 gene has been recommended for affected individuals who convert less than 90% of the total TMA load to TMAO. Methods Genetic analysis was undertaken for 13 Irish patients with TMAU of varying phenotypic severity (three severe, six moderate, and four mild). Results A genetic diagnosis was made for seven patients, including for five of the nine moderate to severely affected cases. We noted the c.913G>T;p.(Glu305*) and c.458C>T;p.(Pro153Leu) mutations in this Irish population with severe TMAU which is consistent with our earlier findings in Australian and North American families of Irish and British descent. Three individuals were noted to be homozygous for the common variant haplotype c.472G>A;923A>G;p.(Glu158Lys);(Glu308Gly). We also identified three novel variants in this population, which are likely to be pathogenic: c.682G>A;p(Gly228Ser), c.694G>T:p(Asp232Tyr), and c.989G>A;p.(Gly330Glu). Conclusion Urinary biochemical analysis probably remains the first line diagnostic approach to classify the various types of TMAU. FMO3 gene analysis is likely only to be informative for certain presentations of TMAU.


| BACKGROUND
Inherited trimethylaminuria (TMAU; OMIM #602079) is a well-described rare autosomal recessive genetic disorder associated with decreased hepatic trimethylamine N-oxidation, which leads to an excess of the volatile trimethylamine (TMA) instead of substrate conversion to trimethylamine N-oxide (TMAO). [1][2][3] TMA is a tertiary amine derived from the enterobacterial metabolism of precursors such as choline and phosphatidylcholine present in the diet, and is also a bacterial metabolite of TMAO, a normal constituent of salt-water fish. Most individuals convert >95% of the combined TMA/TMAO load to TMAO. 1,4 A diagnosis of TMAU is made using the measurement of TMA and TMAO in the urine.
TMAO/(TMA + TMAO) and is known as the FMO3 metabolic capacity. Based on these calculations, TMAU is classified as mild, moderate, or severe.
Rare loss of function pathogenic variants in flavin monooxygenase 3 (FMO3), the main FMO liver isoform, present in homozygous or compound heterozygous states are associated with severe primary TMAU. 4 Microsomal FMOs are NADPH-dependent flavoprotein enzymes that catalyze NADPH-dependent monooxygenation of nucleophilic nitrogen, sulfur and phosphorus-containing drugs, pesticides, xenobiotic, and endogenous amines. Of note, a number of recent studies have suggested that increased formation of oxidized metabolites through this FMO3 pathway may have a role in cardiovascular disease. 5,6 A number of FMO3 variants resulting in TMAU are described in the FMO3 disease specific LOVD database (https://databases.lovd.nl/shared/genes/FMO3). In addition to loss of function pathogenic variants three common FMO3 variants, which affect FMO3 function by reducing metabolism of substrates are well described with varying prevalence in different ethnic populations. [7][8][9] In a previous study we identified the prevalence of these common variants in a French-Canadian and a large Irish cohort. 9 In addition to severe TMAU, milder cases may be caused by heterozygosity for mild and severe loss of function mutations or by homozygosity for FMO3 common variants in association with other exogenous effects on FMO3 function such as substrate overload, intake of dietary FMO3 inhibitors (such as indoles in brassica vegetables) or possibly by other modifiers of FMO function.
The exacerbations in females perimenstrually is also proposed to result from further decrease in FMO3 activity with hormonal effects. 10 An acquired type of TMAU has also been reported in adults following a viral illness, which may indicate underlying renal or liver disease or viral hepatitis. 1 A transient type of TMAU, sometimes observed in childhood, is related to common FMO3 variants and FMO transition during ontogeny. 11,12 TMAU is a socially distressing disorder, which results in an odor similar to rotten or decaying fish due to excess TMA being excreted in sweat, urine, breath, and reproductive fluids. 2 Individuals with this disorder may suffer from low self-esteem and depression, and cases of attempted suicide have been reported. 1,13 Affected individuals frequently request information about familial recurrence risk, which poses challenges for risk calculation for cases of less severe TMAU cases particularly if associated with the common FMO3 variants.
In this study, severe TMAU was defined as a TMA to TMAO conversion rate of ≤60% while mild and moderate TMAU was defined as a conversion rate between 80%-90% and 60%-80%, respectively. Currently, the Clinical Utility Gene Card for TMAU recommends FMO3 sequencing analysis in individuals who convert less than 90% of the total TMA load to TMAO. 4 The prevalence of primary TMAU is unknown although it is thought to be underdiagnosed. The estimated carrier frequency of FMO3 pathogenic variants in a British Caucasian population is 0.5% to 1% although there may be significant variation in carrier status in different ethnic groups. 4,14 To date, the genetic profile of the Irish individuals affected with TMAU and the severity of their clinical expression has not been studied. We thus sought to determine the utility of gene sequencing vs standard metabolic/biochemical testing for TMAU in a cohort of adults who have self-reported to our adult national metabolic clinic during a 10-year period.

| Study population
The adult patients included in the study were self-referred to our national reference center for possible trimethylaminuria.

| Biochemical diagnosis
The biochemical diagnosis was established using the first urine analyzed for each patient taking a normal unrestricted diet (ie, no choline restriction) as per departmental guidelines.

Synopsis
Biochemical analysis remains the first line diagnostic approach to diagnose and classify trimethylaminuria. FMO3 mutation analysis is likely only to be informative for certain presentations of trimethylaminuria.
Female patients were advised not to provide the urine sample perimenstrually.
Urinary TMA and TMAO were measured directly and simultaneously using untreated urine samples. Urinary measurement of TMA (with TMAO by titanium chloride reduction) was achieved using alkalinized samples heated in a headspace auto-sampler with analysis of gaseous TMA by gas chromatography-mass spectrometry. 15 FMO3 metabolic conversion capacity was calculated using the equation TMAO/ (TMA + TMAO) × 100. The biochemical diagnosis of TMAU was made by identifying decreased conversion of TMA to TMAO (<90%).

| FMO3 analysis
Analysis of FMO3 was performed for 13 biochemically confirmed TMAU Irish Caucasian adults (3 males and 10 females) by sequencing the entire coding region including all intron-exon boundaries. Pathogenicity was determined using the ACMG (American College of Medical Genetics) guidelines. 16 Appropriate pretest genetic counseling was performed and consent obtained in all cases.

| RESULTS
Thirteen affected individuals (3 males and 10 females) were included in the cohort; all were of Irish descent. The age range at the time of the study was from 18 to 72 years. Three individuals had severe TMAU, six had moderate TMAU while the other four had mild TMAU (see Table 1). Five of the nine individuals within the moderate to severe category (TMA conversion less than 80%) were confirmed to be either homozygous or compound heterozygous for a known or presumed FMO3 loss of function variant (see Table 1).

| Novel variants
Novel FMO3 variants were identified in three families (see Table 1; family ID: 2, 3, and 11) but co-segregation studies were only possible in one due to unavailability of the parents (Table 1; family ID: 2). In this case, the study confirmed the variants were on opposite alleles.
Individual ID 2 with severe TMAU has the welldescribed pathogenic variant c.458C>T, p.(Pro153Leu) on one allele. The other allele, in trans, is a novel likely pathogenic variant c.682G>A; p(Gly228Ser) as this substitution affects a highly conserved amino acid position and in silico analysis supports a deleterious effect.
Individual ID 3 with moderate TMAU has one allele with the well-described pathogenic variant c.458C>T, p.(Pro153Leu). The other allele has a likely pathogenic variant c.694G>T, p.(Asp232Tyr).
Individual ID 11 with moderate TMAU has a welldescribed pathogenic variant c.458C>T;p.(Pro153Leu) and a likely pathogenic mutation, c.989G>A;p.(Gly330Glu). The in silico analyses described above for these three variants indicating their deleterious nature included the following analyses: SIFT (sorting intolerant from tolerant), PolyPhen (polymorphism phenotyping), MutationTaster, MutationAssessor, and FATHMM (Functional Analysis through Hidden Markov Models). We also calculated the PROVEAN (Protein Variation Effect Analyzer) score, which evaluates whether an amino acid substitution has an impact on the biological function of the protein. See Table 2 for summary of this analysis.
Although not been previously reported, c.989G>A has been identified in two other UK-based TMAU affected individuals (personal communication, Sheffield Diagnostics Genetics Service). This variant affects a highly conserved amino acid position, and in silico analysis supports a deleterious effect. It is present at an extremely low allele frequency in population databases and gnomAD, and was detected in trans with a pathogenic variant. The c.989G>A variant has a FATHMM score which suggests it is damaging (see below) and has an extremely low reported allele frequency (3.298e-05 in ExAC).

| DISCUSSION
Severe TMAU is a socially distressing, rare genetic disorder, which is primarily treated with dietary restriction of precursors of TMA including choline, lecithin, and TMAO. Patients sometimes find the diet very restrictive and compliance is often suboptimal. In addition, adequate choline dietary intake is essential for neurological functioning and the development of the fetus and infant. Individuals with mild and moderate TMAU disease may respond well to dietary restrictions and to the use of acid soaps, while others with more severe disease usually require further treatment options, which include antibiotics to suppress intestinal production of TMA, and riboflavin, which maximizes the FMO activity. 3,15 Identification of individuals who require more extensive treatment from the outset is important to differentiate from individuals with milder phenotypes who may carry common variants. In addition, adequate pretest and post-test genetic counseling is recommended for affected families.
The Clinical Utility Gene Card recommends that patients who excrete 10% or more free TMA should have FMO3 sequence analysis. 4 Our study has demonstrated a low diagnostic yield for subjects who have mild TMAU in contrast to the severely affected cohort.
Three individuals (two females and one male) were identified to be homozygous for the common variant haplotype c.472G>A;923A>G; p.(Glu158Lys;Glu308Gly). One of the patients had severe TMAU and the other two had the mild form. Explanations for the difference in phenotypes may range from possible differences in dietary TMA precursor intake, the effect of FMO3 inhibitors at the time of the study, or the existence of other significant environmental or gene influences on FMO3 activity.
In our previous Irish study where a possible association between the variant polymorphic haplotypes and idiopathic hypertension was considered, the allele distribution in a total of 2036 Irish individuals was studied. 9 The allele frequency of the variant haplotype c.472G>A;923A>G, p.(Glu158Lys; Glu308Gly) was noted to approximate 0.2, inferring that 4% of the Irish population are homozygous for this variant. However, clearly 4% of the population does not require a choline restricted diet, the majority being asymptomatic. This contrasts with an allele frequency for the variant haplotype of 0.15 as recently noted in a US population and a lower frequency in a Sicilian and Sardinian healthy population. 14 In the latter study, although urinary ESI-MS/MS determination of TMA/TMAO ratios showed a considerable reduction in FMO3 activity, the subjects did not present with the clinical features of TMAU.
Recently, TMA and TMAO have been implicated in the pathogenesis of cardiovascular disease subsequent to TMAO being identified as an oxidative marker and potential biomarker in metabolic profiling of affected cases. 6 Whether TMAO is a surrogate marker of oxidative damage associated with other FMO3 mediated oxidized toxins remains to be determined. However, as with other polymorphisms of drug and toxin metabolizing genes, there is possibly a biological advantage for the evolutionarily conserved variants (Glu158Lys) and (Glu308Gly). 6,8,17 A moderately affected individual was noted only to be a heterozygote for the c.472G>T; 923A>G (p.Glu158Lys; Glu308Gly) variant haplotype. In addition, no pathogenic variant was identified in four mild-moderate patients. These cases may reflect the limitations in the FMO3 analysis. Undetected variants in the deep introns (identifiable by RNA sequencing methods), or in the regulatory element of FMO3, deletion/ duplications or balanced structural rearrangements involving FMO3 which were not tested for could account for the disease in these cases. 18 Although these investigations were not examined as part of this study, we suggest that such analysis should be considered for unresolved cases.
Another possibility is alternative diagnosis known to cause fish-like odor or halitosis, such as dimethylglycinuria or SELENBP1 deficiency. 19,20 In addition, in a recent study, of 10 individuals presenting with impaired TMA oxidation, five were identified to have novel rare single nucleotide polymorphisms on other oxidoreductase genes, which may have a predicted effect on FMO3 function. 21 The variants c.913G>T;p.(Glu 305*) and c.458C>T;p. (Pro153Leu) in this Irish population with severe TMAU is consistent with our earlier observations in Australian and North American families of Irish and British descent. 22,23 In addition to these two more commonly described FMO3 variants and common polymorphisms other variants identified in cohort appear to be "private" variants as described in other populations.

| CONCLUSION
This study illustrates that FMO3 analysis is sensitive in diagnosing patients with severe TMAU. The use of FMO3 analysis in the clinical management of this disorder may also be of benefit in the diagnosis of certain cases of intermittent or mild-moderate TMAU.
We consider that biochemical diagnosis should remain the first line and main testing approach for individuals with suspected TMAU.
The polymorphic haplotypes are prevalent in the population with undetermined penetrance. As the majority of individuals carrying these common variants are likely to be asymptomatic, it may not be beneficial to identify FMO3 variants, which results in mild TMAU, which could lead to detrimental over-restriction of choline and other selfimposed dietary imbalances.

ACKNOWLEDGMENTS
Mr Nigel Manning, Sheffield Children's Hospital is thanked for the TMA and TMA N-oxide analyses. Prof Maria Fitzgibbon is thanked for her assistance with these studies.

INFORMED CONSENT
All procedures followed were in accordance with the ethical standards of the responsible committee on human experimentation (institutional and national) and with the Helsinki Declaration of 1975, as revised in 2000 (5). Informed consent was obtained from all patients for being included in the study.

AUTHOR CONTRIBUTIONS
S.D. carried out the patient reviews, obtained informed consent, delivered genetic counseling, wrote the paper, and made the final corrections. J.J.O. and G.P. reviewed the manuscript. M.N. analyzed the genetic samples and reported on the results along with reviewing the manuscript. D.N.M. provided bioinformatics support for the research. Z.A. helped with data collection. N.B. reviewed the database and helped to identify patients. R.K. reviewed the genetic results and reviewed the manuscript. E.P.T. conceptualized and supervised the research along with reviewing all submissions and providing expertise to the manuscript.