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The UK prime minister recently announced an investment package worth £300 million pounds for genomic research. This will include the sequencing of 100,000 genomes by 2017. The project, driven by Genomics England, will have a major impact on many areas of healthcare. Next-generation sequencing (NGS) technology is the method by which this sequencing will be achieved. NGS is currently being used in many healthcare services.
by Dr K. Gilmour
Background
Sequencing of the first human genome took 10 years to complete at a cost of USD300 billion. Although genomics has been recognized and hailed as the future of medicine, the costs associated with sequencing were considered prohibitive. Scientists proposed that large-scale projects would be required to decipher the secrets within each genome and how they interconnect with disease susceptibility, progression and treatment. In 2005 next-generation sequencing (NGS) became commercially available and in the 9 years since has transformed genomics beyond all recognition. Large-scale projects are now financially feasible and the potential of genomics and its link with healthcare can finally be realized.
Different NGS technologies are commercially available with Illumina and Ion torrent™ (Life Technology) probably considered the market leaders. Some NGS instruments can generate a terabase of sequence data in a single run. This equates to around 500 human genomes a week, each costing near to the USD1000 mark in reagents, a financial figure hailed as the ultimate goal. NGS is faster, more accurate and much more sensitive than traditional Sanger sequencing and will contribute directly to improvements in diagnostic medicine, personalized medicine and medical research.
An overview of NGS technology
The details of the NGS workflow differ from technology to technology but the main principle remains the same. Extracted DNA from human, animal or microbe sources, is turned into a ‘library’ of DNA. This usually involves making the large pieces of DNA smaller (fragmenting) and then adding special handles known as ‘adapter DNA’ to the ends of each of the DNA fragments (Fig. 1). Adapters are merely small pieces of DNA of known sequence, which can be used to manipulate the fragments of DNA in order to sequence them. This manipulation includes tethering the individual fragments to either a slide or a tiny bead onto which the fragment is clonally amplified producing millions of DNA molecules all of the same sequence. The whole library of different clonally amplified fragments is then sequenced simultaneously. NGS sequencing chemistry produces a detectable ‘signal’. This signal is often fluorescent, so each time a single nucleotide (A, G, C or T) is incorporated into a DNA molecule a tiny amount of light is emitted and detected. The individual sequence produced is known as a ‘read’ and once the millions of small reads in the reaction have been generated they are aligned and assembled via computer algorithms into much longer sequences. Because millions of reads are generated even molecules of low abundance can be sampled making this technique extremely sensitive. Large sequencers able to generate hundreds of human genome sequences a week can be used in high-throughput research projects. Small, fast bench-top sequencers are also available and are highly suited to the demands of a clinical laboratory.
Human genomics
Identifying the genes involved in rare disorders can help doctors to diagnose and understand the underlying cause and nature of the disease and in turn determine what treatment a patient requires. Genomics offers a global look at all genes and how they interact instead of focusing on specific genes and biochemical pathways. Sequencing the exomes (the parts of the genome that encode genes) of only a few people with a rare genetic disorder can locate the mutated gene involved [1]. Genome-wide association studies (GWAS) are also allowing researchers to identify genes associated with many common diseases and so they help predict how likely people are to suffer from specific diseases in their life-time including such things as Parkinson’s disease [2].
NGS in non-invasive prenatal diagnosis
The sensitivity of NGS makes it ideal for non-invasive prenatal diagnosis of fetal aneuploidies. Maternal blood often contains cell-free fetal DNA at very low concentrations. NGS can be used to pick up anomalies in this DNA and so a simple blood test can replace invasive techniques [3].
Personalized medicine
The ability to stratify patient responses to drugs based on the individual’s genetic content has revolutionised how drug trials are performed and the speed at which new drugs reach the manufacturing stage. In cancer medicine, determining the genetic profile of a patient’s tumour can predict which drugs the tumour will potentially respond to thus reducing the likelihood of exposure to a drug with terrible side effects and no clinical benefit [4]. Currently, tumours of many cancer types are regularly tested for individual gene mutations, the results of which determine the treatment. As research reveals further biomarkers of drug response, multiple genes will need to be tested. It is no longer cost effective to test for each of these biomarkers individually and NGS offers the ability to sequence all or part of the tumour genome. The sensitivity of NGS allows mutations to be detected in tissue that contains only a small number of tumour cells. In most hospitals tumour tissue is formalin fixed and embedded in paraffin (FFPE) before being section and mounted on slides for histopathology review. This process can often lead to DNA damage, including fragmentation, rendering the DNA useless for some molecular techniques. As NGS relies on short DNA fragments, FFPE extracted DNA can still be used [5].
NGS in microbiology
In order to prescribe the correct anti-retroviral drugs, the resistance genes of the HIV strain a patient carries are often sequenced. Sanger sequencing would require 20% of the HIV viral population to contain the drug resistance gene in order to be detected. ‘Deep sequencing’ or sequencing the genome many times using NGS can detect resistance genes even if present in less than 1% of the viral population [6]. Outbreaks of dangerous Escherichia coli strains can now be detected early and spread prevented because of the speed at which the sequencing and reconstruction of the relationships of the isolated strains can be achieved [7]. NGS continues to grow as the technology of choice in microbiology.
Possible problems with NGS
With any new technology or venture on the scale of the Genomics England ‘100,000 Genomes Project’ there are potential problems.
Data analysis
The availability of small bench top sequencers means that even small diagnostic labs will be able to use NGS. Different NGS platforms generate different types of data with differing degrees of quality. Because of the inherent errors of enzymatic driven sequencing and the variability in the sequencing signals generated, a host of clever computer algorithms are needed to determine the likelihood of every base in the sequence being correct. The algorithms used to do these analyses are often sold packaged as software or analysis pipelines and are designed by in-house bioinformaticians. With the misinterpretation of sequence data carrying such dire consequences, robust data analysis is paramount. Illumina will be the technology used for all the sequence data generated by the 100,000 Genome Project so all data will likely be handled, processed and analysed in a very similar manner leading to reproducible and robust results. Other clinical laboratories entering into the sequencing revolution will be bombarded with options of technology as well as analysis methods. Clinical laboratories in most countries adhere to a set of rigorous assessments and standards and all clinical tests must be fully validated. Validation of NGS is complicated but best practice guidelines are aiming to simplify the process. ‘Targeted sequencing’, where panels of only a few to a few hundred clinically relevant genes are sequenced makes validation and analysis easier. Unifying analysis processes will remain an important consideration in the future.
Data storage and security
The 100, 000 Genome Project will produce petabytes of data, but even small diagnostic labs will be producing large quantities of data. Targeted gene panels will help but data storage could still be an issue. NGS generates sequence files and associated raw data files and deciding what should be stored and discarded is debated. The Royal College of Pathologists guidelines recommend that data and records pertaining to pathology tests be retained for a minimum of 25 years. DNA sequence is of a highly sensitive nature as even without patient details attached, it contains all the information to link it the individual from which it was taken. Secure storage of DNA sequence with compression and encryption is an important consideration. The Medical Research Council in the UK has earmarked £24 million pounds of the Genomics England funding for computing power, including analysis and secure storage.
Ethical implications
The mainstream adoption of any new technology has ethical implications. Whilst sequencing a patient’s tumour to determine a cancer treatment plan another gene mutation could be identified, unrelated to the condition being treated. In the UK all patients must consent to any germ-line genetic test. Genetic counselling is offered and patients are helped to come to terms with the implications of the findings. Serendipitous discoveries have the potential to create many ethical dilemmas for clinicians.
The future: a learning healthcare system
Although powerful, medical genomics has so far not had the major impact on healthcare predicted at the time of the release of the first human genome. The 100,000 Genome Project will change that. The project hopes to link up genomic data with the medical records for each patient. This means that research data can be actively generated as the project persists. Every person consenting to the project will be a walking research project from which we can learn important lessons about treatment and response [8]. This could transform our UK healthcare system into a learning environment like no other in the world. It will generate the evidence on which future improvements can be made. With strong collaborative partnerships set up with Illumina, the Wellcome Trust Sanger institute, Medical Research Council, and Cancer Research UK to name but a few, this the Genomics England project has the potential to be a great success.
So-called ‘third generation sequencing’ technology is already a reality and NGS sequencing chemistries are continually evolving and improving. Although it is unlikely in the very near future that every person in the country will have their genome sequenced, NGS is still contributing massively to healthcare improvements in genomics and other clinical diagnostic areas.
References
1. Boycott KM, Vanstone MR, Bulman DE, MacKenzie AE. Rare-disease genetics in the era of next-generation sequencing: discovery to translation. Nat Rev Genet. 2013; 14(10): 681–691.
2. Nalls MA, Pankratz N, Lill CM, Do CB, Hernandez DG, Saad M, DeStefano AL, Kara E, Bras J, et al. Large-scale meta-analysis of genome-wide association data identifies six new risk loci for Parkinson’s disease. Nat Genet. 2014; doi: 10.1038/ng.3043. [Epub ahead of print].
3. Nepomnyashchaya YN, Artemov AV, Roumiantsev SA, Roumyantsev AG, Zhavoronkov A. Non-invasive prenatal diagnostics of aneuploidy using next-generation DNA sequencing technologies, and clinical considerations. Clin Chem Lab Med. 2013; 51(6): 1141–1154.
4. Jackson SE, Chester JD. Personalised cancer medicine. Int J Cancer 2014; doi: 10.1002/ijc.28940. [Epub ahead of print].
5. Fairley JA, Gilmour K, Walsh K. Making the most of pathological specimens: molecular diagnosis in formalin-fixed, paraffin embedded tissue. Curr Drug Targets 2012; 13(12): 1475–1487.
6. Gibson RM, Schmotzer CL, Quiñones-Mateu ME. Next-generation sequencing to help monitor patients infected with HIV: ready for clinical use? Curr Infect Dis Rep. 2014; 16(4): 401.
7. Veenemans J, Overdevest IT, Snelders E, Willemsen I, Hendriks Y, Adesokan A,Doran G, Bruso S, Rolfe A, Pettersson A, Kluytmans JA. Next-generation sequencing for typing and detection of resistance genes: performance of a new commercial method during an outbreak of extended-spectrum-beta-lactamase-producing Escherichia coli. J Clin Microbiol. 2014; 52(7): 2454–2460.
8. Ginsburg G. Medical genomics: gather and use genetic data in health care. Nature 2014; 508(7497): 451–453.
The author
Katelyn Gilmour PhD
Molecular Pathology, Dept. Laboratory Medicine, Royal Infirmary of Edinburgh, Edinburgh EH16 4SA, UK
*Corresponding author
E-mail: Katelyn.gilmour@nhslothian.scot.nhs.uk
Last month was the 100th anniversary of the birth of Jonas Salk who developed the first effective polio vaccine. Prior to its widespread use in the West from the mid 1950s on, seasonal polio outbreaks in North America and Europe killed some children and caused life long paralysis in others. In the 1952 polio epidemic in the United States, 57,628 cases were reported with 3,145 fatalities and 21,269 cases of paralysis. Indeed those of us attending school before the advent of routine polio vaccination saw some of our fellow pupils returning after the summer break in leg braces; sadly occasionally a desk would remain empty. Now the global polio eradication effort has essentially eliminated the disease from all but three countries where it remains endemic, namely Nigeria, Afghanistan and Pakistan. In 2013 there were just 416 cases worldwide; so far this year there have been 306 cases. The aim is to totally eradicate the disease by 2018, but this goal may be thwarted because of the increased international spread of wild polio virus from endemic countries. The situation in Pakistan is causing most concern as the number of cases has more than quadrupled from 53 last year to 260 so far this year, and a major factor has been the ruthless militant violence against Pakistani teams vaccinating children against polio. More than 65 healthcare workers and supporting staff have been killed in the last two years, the latest shot dead in late November.
The anti-vax movement in the West is less immediately perilous, but is unfortunately growing, greatly facilitated by misinformed pressure groups disseminating dangerously misleading information using social media. One reason is that medical success has bred complacency: thanks to effective vaccination programmes polio is no longer endemic, and the former childhood scourges of measles, pertussis, tetanus and diphtheria are currently rare. Parents thus focus on the possible health risks of the vaccines – and most of these perceived risks have no scientific basis – rather than on the morbidity and mortality rate of the diseases themselves and the increasing danger of epidemics in non-immune populations. A common fallacy is that parental decisions have no repercussions for other families. But we know that 95% of children must be vaccinated against a disease to achieve ‘herd immunity’; this allows even hypersensitive children who cannot be vaccinated to be safe. If Western parents can’t be persuaded by means of pertinent information to protect their nation’s children from disease, it is high time for some coercion.
Methotrexate is an established treatment for inflammatory bowel disease, however it is commonly only used as second-line therapy due to concerns over side effects. This article reviews the evidence for using methotrexate polyglutamate levels in the management of rheumatoid arthritis and psoriasis in addition to inflammatory bowel disease with a view to optimizing treatment and helping to prevent toxicity.
by Dr E. L. Johnston, Dr S. C. Fong, Dr A. M. Marinaki, Dr M. Arenas-Hernandez and Dr J. D. Sanderson
Introduction
Methotrexate (MTX) is a folate analogue. It was first used in the 1950s to induce remission in childhood leukemias. Since then its clinical benefit has been widely utilized in the treatment of several inflammatory conditions, including rheumatoid arthritis (RA) and psoriasis, and more recently, inflammatory bowel disease (IBD).
Crohn’s disease (CD) and ulcerative colitis (UC) are chronic inflammatory conditions affecting the gastrointestinal tract, collectively known as IBD. MTX is not as commonly used in the treatment of IBD as other immune modulators, particularly thiopurines. This centres around concerns regarding toxicity and side effects, although in the RA population MTX is frequently used and is considered safe and effective. Monitoring methotrexate, by means of measuring red-cell methotrexate-polyglutamate (MTX-PG) levels, offers the potential to assess adherence along with optimizing dose. However, MTX-PG levels are currently underused because of conflicting evidence regarding interpretation of levels.
Inflammatory bowel disease and methotrexate
The use of methotrexate as a treatment in IBD was initially postulated in the late 1980s when a small study showed an improvement in disease activity indexes, and some histological improvement in the CD cohort, in patients with refractory IBD [1]. Since then, MTX has increasingly been used as a second-line treatment, particularly in those when thiopurine or anti-TNF therapy has failed or not been tolerated.
The European Crohn’s and Colitis Organisation (ECCO) guidelines on the management of CD [2] advise that methotrexate 25 mg/week can be used to treat active CD as an alternative to thiopurines. This is based on a randomized control trial (RCT) in 1995 [3] that showed a significant benefit in taking 25 mg/week of intramuscular (IM) MTX compared with placebo following withdrawal from steroids (39% vs. 19%). It is commonly prescribed orally which is easier for administration and favoured by patients. However, a small study [4] comparing oral to subcutaneous (SC) MTX showed the bioavailability of the oral preparation was variable, despite folic acid use, and favoured SC delivery.
There have been no large studies comparing thiopurines and methotrexate to treat CD and the largest RCT to date looking at the use of MTX as a concomitant immunosuppressant when combined with infliximab, compared to infliximab as monotherapy, showed no benefit in steroid free remission [5].
The evidence to support MTX use in inducing and maintaining remission in patients with UC is less robust with very few good quality RCTs. These studies have shown no benefit over placebo and, therefore, a recent Cochrane review did not support its use [6]. However, two large international RCTs (METEOR and MERIT-UC) looking at the use of MTX for active UC are ongoing.
When MTX is being considered as a treatment option for IBD there are often concerns over the safety of the drug. MTX use requires careful monitoring, particularly of liver function tests because of the risk of hepatotoxicity. However, a retrospective study of its use in CD found it was safe and well tolerated [7]. The commonest side effect was nausea in 22% (17 patients) with only 10% of patients experiencing abnormal liver function tests, resulting in 6% having to stop MTX.
Methotrexate polyglutamate levels
MTX is taken weekly and is commonly administered orally but can be used SC or IM. Despite a stable dose and route of administration there is significant interpatient variability in clinical response and the prevalence of side effects, which is a major drawback of therapy. It has, therefore, long been hypothesized that measuring MTX drug levels could be both a predictor of drug efficacy and a marker of potential toxicity.
MTX levels peak within hours of oral ingestion and are detectable for less than 24 hours in the serum. Weekly dosing offers no steady-state concentration and, therefore, serum levels are of no clinical benefit. Once in the serum, MTX is transported intracellularly by a reduced folate carrier (RFC) and is changed into a polyglutamated form (MTX-PG1). Further glutamic acid residues (GLUT) are added resulting in up to seven polyglutamates (MTX-PG1–7). This is show in Figure 1.
By using high-performance liquid chromatography it is possible to quantify the seven glutamic residue species in red blood cells [8]. This was first used in children with acute lymphoblastic leukemia [9] and has subsequently been found to correlate with disease activity in other chronic inflammatory conditions. However, MTX-PG6–7 have not previously been detected in RA patients taking MTX [14]; therefore, commonly only MTX-PG1–5 are measured.
Early data suggested that MTX-PG1–2 correlated poorly with drug efficacy in RA; however, the total long-chain polyglutamates (MTX-PG3–5) better reflected the drug effect [8]. MTX-PG3 is the predominant polyglutamate species in red blood cells and is useful to calculate the total long-chain concentrations [10].
Clinical use of methotrexate polyglutamate levels
MTX is widely prescribed for the treatment of RA. Dervieux et al. [10] first looked at the clinical use of MTX-PG measurements in the RA population. In 108 patients who had been on MTX over 3 months, higher MTX-PG levels were associated with a better clinical response to the drug. In particular, patients with a total MTX-PG1–5 that was >60 nmol/L were found to have less tender and swollen joints. The same group expanded their cohort and once again showed that patients with MTX-PG1–5 <60 nmol/L were four times more likely to have a poor response to MTX than those with MTX-PG1–5 >60 nmol/L [11].
Stamp et al. [12] noted large interpatient variability in MTX-PG levels and set out to identify factors that influence levels. Using univariate analysis they found that increased age, impaired renal function, longer duration of treatment and the use of prednisolone resulted in higher MTX-PG levels, whereas smokers generally had lower MTX-PG levels. In contrast to the studies by Dervieux et al., they also surprisingly found that higher doses of MTX were associated with higher MTX-PG levels and increased disease activity [13]. In addition there was no association between MTX-PG levels and adverse effects.
The same group looked at the timing of MTX-PG blood levels and time to steady state [14]. MTX-PG1 was detected 1–2 weeks after first ingestion; however, MTX-PG5 was detected after a median of 7 weeks (range 1–28 weeks). In addition the median time for MTX-PG1–5 to reach steady-state concentration was 27.5 weeks and the median time for MTX-PG1–5 to become undetectable after the last dose was 15 weeks. This highlights that MTX may take up to 6 months to achieve full clinical benefit, which is important to consider when using the levels to assess compliance or to guide dose alteration.
The main trial to be done outside the field of rheumatology was a 55-patient, prospective study into using MTX-PG levels to assess clinical response and compliance in patients with psoriasis [15]. This found the time to steady state of MTX-PG1–5 was between 12–24 weeks, and there was no significant correlation between MTX-PG levels and disease activity.
Methotrexate polyglutamate levels and inflammatory bowel disease
There have been only two studies addressing the potential use of MTX-PG levels in IBD. Egan et al. looked at the total levels when addressing the question of the optimal dose of MTX needed to induce remission in steroid-requiring IBD [16]. They found that subcutaneous initial doses of 15 and 25 mg/week in 32 patients were equally efficacious. In this cohort MTX-PG concentration reached a plateau at around 6–8 weeks after the initiation of therapy and no statistical difference was found between the levels across both doses of the drug. In addition the levels did not correlate with active disease or drug toxicity and did not change significantly after change in MTX dose.
A more recent prospective study from Brooks et al. looked specifically at MTX-PG concentrations in 18 patients with IBD that were on stable doses of MTX [8]. MTX-PG were measured on three occasions and compared to disease activity and reports of toxic side effects. MTX-PG were detected in all the patients and there was little variability in the levels over the study period. Similar to the Stamp et al. RA study [13], higher MTX-PG4&5 were associated with worse disease activity as well as higher toxic effects.
The cohort was small and heterogeneous with different doses of MTX prescribed (median 20 mg/week) and varied administration methods (oral, subcutaneous and via percutaneous endoscopic gastrostomy tube), which is likely to have had a bearing on the results. The data from a similar cohort was presented at Digestive Diseases Week in 2014 [17], which concluded that MTX-PG could be useful in assessing adherence. A non-significant trend showed higher concentrations were associated with active disease, but this may be due to higher doses of MTX being used in those with active disease.
Summary
Methotrexate is an established treatment for IBD. It is an efficacious and well tolerated therapeutic option in CD, particularly when administered SC. More studies are ongoing in the UC population. Measuring MTX-PG levels in RBC has the potential to not only monitor compliance but also correlate with disease activity and toxicity. Two large studies in patients with RA have produced conflicting results but in the small, IBD trials, higher MTX-PG levels, particularly MTX-PG4&5 correlated with increased disease activity and toxicity. It is important, however, to be aware that MTX-PG are influenced by other factors, particularly age and renal function, and may take up to 6 months to reach steady state.
Future trends and developments
Measuring drug levels plays an important role in the management of patients with IBD, as demonstrated by the monitoring of thioguanine nucleotides in those prescribed azathioprine [18]. Measuring MTX-PG offers an exciting step towards individualizing drug treatment and reducing toxicity in those taking MTX. However, at the moment there is a lack of substantial evidence to support the use of measuring MTX-PG levels in IBD, aside from monitoring compliance [19]. A large, prospective trial is warranted to determine clinical benefit before widespread use in the IBD population is advocated.
References
1. Kozarek RA, Patterson DJ, Gelfand MD, et al. methotrexate induces clinical and histological remission in patients with refractory inflammatory bowel disease. Ann Intern Med. 1989; 110: 353–356.
2. Dignass A, Van Assche G, Lindsay JO, et al. The second European evidence-based consensus on the diagnosis and management of Crohn’s disease: Current management. J Crohn’s Colitis 2010; 4: 28–62.
3. Feagan BG, Rochon J, Fedorak RN, et al. Methotrexate in the treatment of Crohn’s disease. New England Journal of Medicine. 1995; 332: 292–297.
4. Kurnik D, Loebstein R, Fishbein E, et al. Bioavailability of oral vs. subcutaneous low-dose methotrexate in patients with Crohn’s disease. Aliment Pharmacol Ther. 2003; 18(1): 57–63.
5. Feagan BG, McDonald JW, Panaccione R, et al. Methotrexate in combination with infliximab is no more effective than infliximab alone in patients with Crohn’s disease. Gastroenterology 2014; 146(3): 681–688.
6. Chande N, Wang Y, MacDonald JK, et al. Methotrexate for induction of remission in ulcerative colitis. Cochrane Database Syst Rev. 2014; 8.
7. Chande N, Abdelgadir I, Gregor J. The safety and tolerability of methotrexate for treating patients with Crohn’s disease. J Clin Gastroenterol. 2011; 45: 599–601.
8. Brooks A, Begg E, Zhang M, et al. Red blood cell methotrexate polyglutamate concentrations in inflammatory bowel disease. Ther Drug Monit. 2007; 29: 619–625.
9. Lena N, Imbert AM, Brunet P, et al. Kinetics of methotrexate and its metabolites in red blood cells. Cancer Drug Deliv. 1987; 4(2): 119–127.
10. Dervieux T, Furst D, Lein DO, et al. Polyglutamation of methotrexate with common polymorphisms in reduced folate carrier, aminoimidazole carboxamide ribonucleotide transformylase, and thymidylate synthase are associated with methotrexate effects in rheumatoid arthritis. Arthritis Rheum. 2004; 50(9): 2766–2774.
11. Dervieux T, Furst D, Lein DO, et al. Pharmacogenetic and metabolite measurements are associated with clinical status in patients with rheumatoid arthritis treated with methotrexate: results of a multicentred cross sectional observational study. Ann Rheum Dis. 2005; 64: 1180–1185.
12. Stamp LK, O’Donnell JL, Chapman PT, et al. Determinants of red blood cell methotrexate polyglutamate concentrations in rheumatoid arthritis patients receiving long-term methotrexate treatment. Arthritis Rheum. 2009; 60(8): 2248–2256.
13. Stamp LK, O’Donnell JL, Chapman PT, et al. Methotrexate polyglutamate concentrations are not associated with disease control in rheumatoid arthritis patients receiving long-term methotrexate therapy. Arthritis Rheum. 2010; 62(2): 359–368.
14. Dalrymple JM, Stamp LK, O’Donnell JL, et al. Pharmacokinetics of oral methotrexate in patients with rheumatoid arthritis. Arthritis Rheum. 2008; 58(11): 3299–3308.
15. Woolf RT, West SL, Arenas-Hernandez M, et al. Methotrexate polyglutamates as a marker of patient compliance and clinical response in psoriasis: a single-centre prospective study. Br J Dermatol. 2012; 167: 165–173.
16. Egan LJ, Sandborn WJ, Tremaine WJ, et al. A randomised dose-response and pharmacokinetic study of methotrexate for refractory inflammatory Crohn’s disease and ulcerative colitis. Aliment Pharmacol and Ther. 1999; 13: 1597–1604.
17. Ward MG, Fong S, Nasr I, et al. Higher red blood cell methotrexate polyglutamates correlate with increased disease activity, and are useful in assessing adherence. Abstract presented at Digestive Disease Week 2014.
18. Smith M, Blaker, P, Patel C, et al. The impact of introducing thioguanine nucleotide monitoring into an inflammatory bowel disease clinic. Int J Clin Pract. 2013; 67(2): 161–169.
19. Bruns T, Stallmach A. Drug monitoring in inflammatory bowel disease: helpful of dispensable? Dig Dis. 2009; 27: 394–403.
The authors
Emma L. Johnston1 MBBS BSc MRCP, Steven C. Fong1 MBBS MRCP, Anthony M. Marinaki2 PhD, Monica Arenas-Hernandez2 PhD, Jeremy D. Sanderson*1 MD FRCP
1Inflammatory Bowel Disease Centre, Dept of Gastroenterology, Guy’s and St Thomas’ NHS Foundation Trust, London, UK.
2Purine Research Laboratory, Viapath, Guy’s & St. Thomas’ NHS Foundation Trust, London, UK.
*Corresponding author
E-mail: jeremy.sanderson@kcl.ac.uk
February | March 2025
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