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The British Journal of General Practice logoLink to The British Journal of General Practice
. 2016 Jun 7;66(648):e499–e506. doi: 10.3399/bjgp16X685645

Faecal calprotectin in patients with suspected colorectal cancer: a diagnostic accuracy study

James Turvill 1, Assad Aghahoseini 2, Nala Sivarajasingham 3, Kazim Abbas 4, Murtaza Choudhry 5, Kostantinos Polyzois 6, Kostantinos Lasithiotakis 7, Dimitra Volanaki 8, Baek Kim 9, Fiona Langlands 10, Helen Andrew 11, Jesper Roos 12, Samantha Mellen 13, Daniel Turnock 14, Alison Jones 15
PMCID: PMC4917053  PMID: 27266863

Abstract

Background

NICE guidance exists for the use of faecal calprotectin (FC) when irritable bowel syndrome or inflammatory bowel disease are suspected. Often, however, colorectal cancer is considered within the differential. Should FC have a high diagnostic accuracy for colorectal cancer, it may be applicable as a primary care screening test for all patients with lower gastrointestinal symptoms.

Aim

To determine the negative and positive predictive value (NPV/PPV) of FC in patients referred from primary care with suspected colorectal cancer.

Design and setting

A diagnostic accuracy study conducted at a single secondary care site

Method

Consenting patients referred with suspected colorectal cancer within the ‘2-week wait’ pathway provided a stool sample for FC prior to investigation. FC levels were reconciled with end diagnoses: cancer, adenomatous polyps ≥10 mm, and all enteric organic disease.

Results

A total of 654 patients completed the evaluation; median age 69 years, female 56%. The NPV for colorectal cancer was 98.6% and 97.2% when including polyps ≥10 mm. The PPV for all organic enteric disease was 32.7%. The diagnostic yield for cancer based on clinical suspicion was 6.3%. By altering the FC cut-off to fix the NPV at 97.0%, the PPV for cancer increased from 8.7% to 13.3%.

Conclusion

FC has a high NPV for colorectal cancer and significant polyps in patients with suspected cancer. In total, 27.8% of patients had a normal FC and could safely have been spared a ‘2-week wait’ referral. The addition of FC testing into the current symptom-based assessment has the potential to increase colorectal cancer detection rate yet be clinically and cost effective.

Keywords: calprotectin, colorectal cancer, diagnostic accuracy, primary care

INTRODUCTION

Levels of faecal calprotectin (FC), a mucosal neutrophil degradation product, correlate well with intestinal inflammation.1,2 Because a range of intestinal diseases have an inflammatory component it is a non-specific test. However, should it be sufficiently sensitive, FC might differentiate much organic enteric disease from functional disorders, such as irritable bowel syndrome (IBS).14 This would empower the expectant treatment of low-risk patients and the cost-effective identification of those requiring urgent investigation.

Recognising this, the National Institute for Health and Care Excellence (NICE) has produced guidance (DG11) for the use of FC when IBS or inflammatory bowel disease (IBD) are suspected.5 But it does not apply when colorectal cancer is suspected.6,7 Instead, patients fulfilling symptomatic criteria are referred urgently. The assessment and investigation of these ‘2-week wait’ patients represents a significant healthcare burden for the NHS. Currently, colorectal cancer is diagnosed in only 8% of those referred.8 Yet many patients continue to be diagnosed outside this pathway. In an attempt to improve cancer diagnosis, the NICE guidance has been updated (NG12) and faecal occult blood (FOB) testing introduced.9,10 Currently, however, FOB is not widely available within the symptomatic service.

From a clinical perspective, an ideal faecal biomarker should be safe (that is, missing very few colorectal cancers), be effective, picking up significant pre-malignant colorectal polyps and all organic enteric disease, and have utility (that is, a better positive predictive value (PPV) than current clinical practice). From a laboratory perspective, it should be stable, and easy and cheap to assay. The authors postulated that there would be a sufficient inflammatory component in patients symptomatic of colorectal cancer resulting in a raised FC. A study was thus undertaken to determine the diagnostic accuracy of FC in patients referred with suspected colorectal cancer, both for clinically significant colorectal neoplasia and for all organic enteric disease.

METHOD

This pragmatic, blinded, observational study was performed at York Hospital, following the STAndards for the Reporting of Diagnostic accuracy studies (STARD) guidelines.11 All patients referred urgently as ‘2-week wait’ for suspected colorectal cancer from primary care were eligible for the study. Patients entered dedicated ‘2-week wait’ colorectal clinics, the GP indicating the criterion for referral. NICE guidance CG27 criteria were used,12 because the study pre-dated the publication of NICE guidance NG12.9

How this fits in

Symptoms in colorectal cancer are often non-specific. This represents a major clinical and cost effectiveness challenge. In patients suspected by their GP of having colorectal cancer, faecal calprotectin has a negative predictive value of 98.6%. A normal faecal calprotectin would safely permit the expectant management of 27.8% of patients currently referred urgently (as ‘two week wait’ patients). Faecal calprotectin can be used to develop a needs-based rather than symptom-based approach to referral for the future.

Consenting patients provided a stool sample for the blinded determination of FC before any investigations were undertaken. All investigations were arranged on clinical grounds at the discretion of the responsible clinician. The majority of investigations were performed within 2 weeks of referral. The stool sample was delivered to the Department of Clinical Biochemistry at York Hospital on the same day that it was passed.13 Samples were stored at <4ºC prior to extraction (weighing method). Extracts were stored at −20ºC and then analysed in batches. The stool extract was analysed using a monoclonal enzyme-linked immunosorbent assay (EK-CAL Calprotectin ELISA, Bühlmann, supplied by Alpha Laboratories Ltd, Eastleigh, UK) to determine the FC level. The normal cut-off is taken to be <50 mcg/g in line with the manufacturer’s guidance. A quality control sample set at a level of 150 was present in every test batch, the coefficient of variation being 5%. The upper limit of linearity for the assay is 600 mcg/g and samples giving results above this level were subject to further dilutions to provide a quantitative result.

The hospital Core Patient Database was accessed to identify the referral proforma, the consultation records, and all correspondence, investigations, and clinical outcomes. Relevant data and clinical outcomes were then stored anonymously. Clinical outcomes were recorded as primary, secondary, or incidental diagnoses. The primary diagnosis recorded, which accounted for the symptomatic presentation, was that made by the responsible clinician. This included some cases of diverticulosis. Sometimes the clinician added a secondary diagnosis that was contributing to symptoms. For the purposes of this study, symptomatic disease included iron deficiency anaemia. Significant colorectal neoplasia was judged to include colorectal polyps ≥10 mm.14 Asymptomatic, moderate diverticulosis was recorded as incidental. Diverticulosis described as minor or mild was ignored. Some incidental disease was significant, however, and is presented in the results section. When no organic enteric diagnosis was made, the responsible clinician reported the diagnosis as IBS, haemorrhoidal bleeding, iron deficiency, no cause found, as appropriate. For the purposes of the study, this cohort was included and grouped as ‘other functional diagnoses’. Inevitably, some patients were referred to the ‘2-week wait’ colorectal clinic because their GP suspected colorectal cancer but in whom the ‘2-week wait’ referral guidelines were not strictly fulfilled. These were managed no differently from other study patients. However, in recording fulfilment of the ‘2-week wait’ guidelines, the judgement of both the GP and the responsible clinician had to concur.

Sample size estimation

It was expected that around 100 ‘2-week wait’ patients per month would be referred to York Hospital, and it was estimated that 10% would have significant colonic neoplasia. With a sensitivity for FC of 95%, it was estimated that recruiting 800 patients would allow the sensitivity and specificity to be calculated to within ±5%, based on 95% confidence.

Statistical analysis

Negative predictive value (NPV), PPV, sensitivity, and specificity were estimated with their corresponding confidence intervals (95%).

RESULTS

Demographics

Of the 1250 patients attending the dedicated ‘2-week wait’ colorectal clinics between September 2014 and September 2015, 777 patients consented to enter the study. Ultimately, 654 both provided a stool sample and completed all investigations, and their data are presented below. Of these patients, 56% were female and the median age was 69 years; 480 patients fulfilled historic fast-track criteria CG27, whereas 603 fulfilled the new guidance NG12 (Table 1) and 537 patients underwent full colonic evaluation in the form of colonoscopy, CT colonography, or barium enema. Others had CT abdomen and pelvis and flexible sigmoidoscopy because of their frailty. Gastroscopy or MRI were also performed as indicated. A total of 164 patients were on aspirin, anticoagulants, antiplatelet therapy, or NSAIDs.

Table 1.

Patient demographics, presenting symptom complexes, colonic evaluations, and prescribed medicines implicated in gastrointestinal bleeding (n = 654)

n %
Median age, years (interquartile range) 69 (62–77)
Female 368 56

Presenting symptoms and signs
  Fulfil fast-track criteria CG27 480 74
    Change of bowel habit and bleeding >40 years 96 15
    Rectal bleeding >60 years 51 8
    Change of bowel habit >60 years 290 45
    Right abdominal mass 22 3
    Rectal mass 25 4
    Iron deficiency anaemia 26 4
  Fulfil fast-track criteria NG12 603 92

Colonic evaluation
  Full evaluation 537 82
  Colonoscopy 373 57
  CT colonography 126 19
  Barium enema 38 6
  CT abdomen and pelvis 138 21
  Flexible sigmoidoscopy 161 25

Prescribed medicines implicated in GI bleeding
  None 494 76
  Aspirin 65 10
  NSAID 28 4
  Warfarin 32 5
  NOAC 12 1.5
  Anti-platelet therapy 27 4

GI =gastrointestinal. NOAC =new oral anticoagulant. NSAID =nonsteroidal anti-inflammatory drug.

Clinical outcome

In total, 39 patients had colorectal cancer, and two further upper gastrointestinal cancers were detected (which were included in the analysis). This gave a colorectal cancer diagnostic yield of 6.3% of referrals. All patients with colorectal cancer had a raised FC, except one low rectal cancer and two cancers arising from polyps, one of which was asymptomatic.

An additional 33 significant neoplastic polyps were identified, 13 of which were incidental. Three patients with neoplastic polyps had a normal FC, one of which was a high-grade dysplastic tubulovillous adenoma. Typical of clinical practice, a range of other organic enteric diseases was diagnosed. For some patients more than one diagnosis was entered (Table 2).

Table 2.

Incidence of colorectal cancer, adenomatous polyps ≥ 10 mm, organic enteric disease, and ‘functional disease’ in patients referred with suspected colorectal cancer (n = 656a)

GI diagnoses n %
Neoplasia 74 11
All gastrointestinal cancers 41 6
  Colorectal cancer 39
  Other GI cancer
    Oesophageal 1
    Ampulla of Vater 1

All colorectal polyps10 mm 33 5
  High-grade dysplasia
    Tubulovillous 3
  Low-grade dysplasia
    Tubulovillous 23
    Tubular 7

Non-neoplastic organic enteric disease 99 15
  Ulcerative colitis 16 2
  Crohn’s disease 6
  Microscopic colitis 18 3
  Symptomatic diverticular disease 43 7
  Pancreatic insufficiency 3
  Radiation proctopathy 4
  Non-specific colitis 2
  Gastroenteritis 1
  Ischaemic colitis 1
  Solitary rectal ulcer syndrome 1
  Gastric ulcer 1
  Coeliac disease 1
  Hypothyroidism 1
  Appendicitis 1

Other ‘functional’ diagnoses
  IBS 387 58
  Haemorrhoidal bleeding 74 11
  Iron deficiency, no cause found 30 5
a

In two patients there were two diagnoses. GI =gastrointestinal. IBS =irritable bowel syndrome.

Diagnostic accuracy

The median FC result and the NPV, PPV, sensitivity, and specificity using an FC cutoff value of <50 mcg/g for colorectal cancer, significant neoplasia, and all organic enteric disease are presented below (the two upper gastrointestinal cancers were included in the analysis) (Table 3).

Table 3.

Diagnostic accuracy of faecal calprotectin for colorectal cancer, significant neoplasia, and organic enteric disease

FC, mcg/g NPV PPV Sensitivity Specificity





Median IQR Value 95% CI Value 95% CI Value 95% CI Value 95% CI
Neoplasia
  Cancer 227 94.5 to 496 98.6 95.7 to 99.6 8.7 6.3 to 11.9 92.7 79 to 98 35.2 31.5 to 39.2
  Cancer and polyps 189.5 88 to 494 97.2 93.8 to 98.9 15.6 12.4 to 19.4 91.9 82.6 to 96.7 36.4 32.5 to 40.5
Organic enteric disease 232 79 to 580 89.4 84.3 to 93 32.7 28.4 to 37.4 86.1 79.7 to 90.8 39.8 35.4 to 44.3

IFC = faecal calprotectin. QR =interquartile range. NPV = negative predictive value. PPV = positive predictive value.

Similar results were found when looking exclusively at those patients who underwent colonoscopy: 98.4% (95% confidence interval [CI] = 94 to 100) NPV; 12.6% (95% CI = 9 to 18) PPV; 93.9% (95% CI = 78 to 99) sensitivity; and 36.2% (95% CI = 31 to 42) specificity. Of those diagnosed with functional disease, reassurance and simple guidance were given to the patients, who were then discharged. A total of 182 patients (27.8% of the study group) had a normal FC. Six-month followup data is now available, accessed from the hospital Core Patient Database, on 354 of the patients who entered the trial.

The rate of re-referral for lower gastrointestinal symptoms during this time was 4.0%. A 10 mm low-grade tubular adenoma was identified in one elderly patient whose FC had been 62 mcg/g but who had not previously had a full colonic evaluation. No other significant disease was diagnosed among those re-referred.

In Table 4, the diagnostic accuracy of FC is presented according to each of the criteria for ‘2-week wait’ patient referral. Strict adherence in referral practice to both CG27 and NG12 suspected cancer guidelines retained a high NPV and improved the PPV. Only five patients presented with colorectal neoplasia outside referral guidance, all of whom had an FC >100 mcg/g.

Table 4.

Diagnostic accuracy of faecal calprotectin, based on criteria for suspected colorectal cancer referral

n Diagnosis NPV, % PPV, % Sensitivity, % Specificity, %
2WW guidance CG27 480 CRC 98 11 92 33
Neoplasia 96 19 91 34
OED 89 38 89 39

Bleeding and diarrhoea >40 years 96 CRC 100 19 100 40
Neoplasia 97 30 95 42
OED 94 56 95 53

Diarrhoea >60 years 288 CRC 99 7 93 32
Neoplasia 97 13 90 33
OED 88 33 86 36

Bleeding >60 years 50 CRC 92 14 83 27
Neoplasia 92 30 92 32
OED 85 46 89 35

Right abdominal mass 22 CRC 100 26 10 36
Neoplasia 100 57 100 57
OED 100 64 100 62

Rectal mass 24 CRC 83 44 89 33
Neoplasia 83 78 93 56
OED 83 78 93 56

Iron deficiency anaemia 26 CRC 100 22 100 14
Neoplasia 100 22 100 14
OED 100 26 100 15

2WW guidance NG12 603 CRC 98 9 93 35
Neoplasia 97 16 92 36
OED 91 34 88 40

Not within 2WW guidance 161 CRC 100 2 100 40
Neoplasia 100 5 100 40
OED 97 11 85 41

2WW = 2-week wait. CRC =colorectal cancer. OED =organic enteric disease. NPV = negative predictive value. PPV = positive predictive value.

There were 24 (4%) patients who fulfilled NICE guidance NG12, section 1.3.4, where FOB testing is offered to lower-risk patients. Here, FC had an NPV of 100% and PPV of 5.3% for colorectal neoplasia.

Non-enteric and incidental disease

Referral into the ‘2-week wait’ colorectal clinic resulted in the diagnosis of additional significant non-enteric disease and low-grade dysplastic sub-centimetre polyps (Table 5).

Table 5.

Significant incidental non-enteric disease and diminutive polyps diagnosed after suspected colorectal cancer referral

n
Cancer
  Renal cell 2
  Peritoneal 1
  Lung 1
  Gynaecological 1
  Prostate 1
  Breast 1
  Bladder 1

Colorectal polyps, mm 49
  <5 27
  5 to <9 22

Other
  Uterine fibroids 2
  Ovarian cyst 1
  Adrenal adenomata 1
  Barrett’s oesophagus 1
  Mesenteric panniculitis 1
  Gall stones 9
  Chronic liver disease 2
  Benign pancreatic disease 3
  Lung disease 2
  Abdominal aortic aneurysm 3
  Benign renal tract disease 4

Manipulation of the FC cut-off to improve PPV for colorectal cancer and neoplasia

Current symptom-based referral guidelines accept a 3% risk of missing colorectal cancer. Accepting this risk, the FC cut-off can be altered to fix the NPV for colorectal cancer to 97% (Table 6).

Table 6.

The faecal calprotectin (FC) (mcg/g) can be manipulated, based on referral criteria to increase the PPV, assuming an NPV of 97%

Patient group FC cut-off to achieve NPV of 97%, mcg/g PPV, %
All <110 10.8
Any change of bowel habit <161 11.8
Looser and/or more frequent stools <101 10.8
Rectal bleeding <67 13.3

NPV = negative predictive value. PPV = positive predictive value.

This allows for an uplift in PPV and permits FC cut-off levels to be further modified according to specific patient symptomatology.9

DISCUSSION

Summary

The diagnosis of colorectal cancer is a major challenge for primary care. Gastrointestinal disorders account for ≥7.8% of all GP consultations, yet only one case of colorectal cancer a year will be seen by a GP.15 Symptoms are nonspecific.9 It may be difficult for the GP to interpret referral guidance strictly and to respond to the concerns of an individual patient. Once the ‘2-week wait’ referral is initiated, invasive investigative and treatment targets are imposed that consume secondary care clinical time, and endoscopic and radiological resource. Yet the rate of colorectal cancer diagnosis is only 6.3% in this study. Clearly, if a patient is symptomatic, a diagnosis needs to be made. But can resources be used safely and more cost effectively than at present? On the one hand, NICE guidance NG12 is set in the context of 50% of patients presenting with colorectal cancer outwith the ‘2-week wait’ referral pathway. On the other hand, if criteria for suspected cancer are fulfilled, there is no opportunity for expectant care; this, despite 75% of patients proving to have functional disease. IBS is common in the elderly and responds well to simple therapies.

A more responsive model of care is needed that identifies risk of colorectal cancer and organic enteric disease, irrespective of the current ‘2-week wait’ criteria; which identifies low-risk patients who can be managed expectantly in the first instance, those remaining symptomatic being referred routinely for assessment thereafter; and which directs the GP to consider non-enteric causes of the patient’s symptoms. FC already has a number of benefits for use as a risk assessment tool. First, guidance already exists for its use, and it is increasingly becoming incorporated into primary care practice, albeit not where colorectal cancer is suspected.1618 Next, FC has a diagnostic accuracy across a range of organic enteric diseases and so offers the ideal of being a single, common tool for use. FC is relatively stable in stool, more so than haemoglobin. Lastly, a quantitative assay for FC allows for the customisation of the positivity threshold and so the promise of risk assessment stratification. In lower-risk patients it may be safe to raise the cut-off for FC from 50 mcg/g to 100 or 150, while it can be reduced below 50 mcg/g to further improve the NPV.4,1618

Strengths and limitations

The primary aim of this study has been to determine the diagnostic accuracy of FC in patients with suspected colorectal cancer. This single-site observational study has been pragmatic in design, looking at the problem from the perspective of the GP. All patients referred with suspected colorectal cancer (‘2-week wait’) were eligible, so minimising selection bias. Investigations were arranged at the discretion of the responsible clinician who was blinded to the FC result. The stool sample was provided within the days prior to investigation. Typical of clinical practice, some patients were frail and investigations had to be couched appropriately. All significant organic enteric disease was recorded. Of the 1250 patients who attended the ‘2-week wait’ colorectal clinics, 654 consented to enter and completed the study. Many patients attending this clinic were extremely anxious and it is believed that it was largely for this reason that some declined to enter into the study. There is no reason to consider selection bias. In 654 patients, FC has an NPV of 98.6% for colorectal cancer. This is the same as in the subpopulation who underwent colonoscopy. The authors judge this to be sufficiently accurate to make FC a safe risk assessment tool. Of the false-negative cancers, one was detected on per rectum examination, where there will have been insufficient mixing of calprotectin. The other two were polyp cancers. Over one-quarter of patients referred had a normal FC, the colorectal cancer risk for each being <2%; these patients might have been treated expectantly in the first place. Most patients within this group were successfully treated symptomatically once reassured.17

Importantly, the NPV was also high when significant adenomatous polyps were included in the analysis, this despite 40% being incidental. The cut-off for ‘significant polyp’ size was set at ≥ 10 mm.14 The NPV of FC for all organic enteric disease was lower than is seen in a younger cohort, because of the increased incidence of noninflammatory enteric disease in the elderly (such as microscopic colitis and pancreatic insufficiency).4 Diverticulosis in the absence of inflammation was a diagnosis made on occasion by the responsible clinician.

Having established its safety, the utility of FC next depends on its PPV. With a 50 mcg/g cut-off, the PPV for colorectal cancer was 8.7%; for all significant neoplasia 15.6%; and for organic enteric disease, it was 32.7%. This compares with a cancer diagnostic yield of 6.3% based on clinical judgement and an acceptability of 3% based on current referral guidance.9 Clearly, the identification of all time-sensitive enteric disease is important, allowing other NICE guidance to be fulfilled, such as that for IBD.19

Comparison with existing literature

These findings are similar to other primary care referral or suspected colorectal cancer studies but the authors believe that this study gives a truer picture of the diagnostic challenge for the GP and patient when colorectal cancer is suspected.2022 Fewer than 50% of patients evaluated by Mowat et al were urgent referrals and the number with suspected cancer is not specified.21 Two papers looked largely at IBD as the non-neoplastic organic enteric disease of interest but, in the present study, IBD represents only 25% of all organic enteric disease.20,22

Faecal immunochemical occult blood testing (FIT) is an important alternative screening technology. This too has a high NPV and the advantage of NICE guidance NG12 to support its use. It does not, however, dovetail as FC does with existing guidance for the screening of benign enteric disease.5,16,17 Nonetheless, Mowat et al found it to be superior to FC; the colorectal cancer NPV for detectable faecal haemoglobin was 100%.21 However, the resultant PPV was low at 6%. Furthermore, the authors believe the absence of non-IBD organic enteric disease skews the composite PPV as presented, in favour of FIT over FC. Others have found a similar NPV when comparing FC and FIT.20,22 Currently, FIT is not a widely-available test for the symptomatic population in primary and secondary care.

Implications for research and practice

In the future, should the NPV be judged acceptable, then the utility of faecal biomarkers turns on their re-design of patient pathways of care, bridging safety, clinical effectiveness, and cost effectiveness. It is for this reason that this study has additionally assessed FC in the context of specific symptom complexes, looking at all patients whom GPs suspected of having colorectal cancer, as well as those particularly fulfilling elements of the original or updated NICE guidance. This updated NICE guidance accepts a 3% risk of missing colorectal cancer in setting symptom criteria for referral.9 The FC level cut-off can be set to fit that risk and then be further modified, dependent upon symptom criteria. In this way, the PPV for colorectal cancer increases to 13.3%.9 Models incorporating sophisticated risk scores to more efficiently stratify screening have been proposed; such models including symptomatology, age, family history, and biomarker cut-off may improve diagnostic yield.23,24 Repeating the test might also improve the PPV without impacting the NPV.25

FC offers the promise of a risk stratification for all patients with lower gastrointestinal symptoms, rather than the current focus on those with suspected colorectal cancer that distorts clinical thinking and becomes increasingly inefficient as the symptom-based predictive value falls ever lower.8 Large-scale, primary care based studies are required here. Whether FIT and FC have a synergistic or competing role is not clear.23 In the meantime, FC may be considered in place of FOB testing to support NICE guidance NG12 in areas where the FIT is not currently available.

Acknowledgments

The authors are indebted to Dr Deborah Phillips, Research Advisor, Department of Research and Development, York Teaching Hospital NHS Foundation Trust, and Dr Victoria Allgar, Statistician, Hull York Medical School, for their support. The authors also acknowledge Claire Chapman and Sarah Hoggart of the Department of Clinical Biochemistry, who performed calprotectin extractions and analysis.

Funding

The study was funded by an Elsie May Sykes award, York Teaching Hospital NHS Foundation Trust.

Ethical approval

Ethical approval (REC14/EM/0217) was obtained to perform this study.

Provenance

Freely submitted; externally peer reviewed.

Competing interests

The authors have declared no competing interests.

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Contributor Information

James Turvill, Department of Gastroenterology;.

Assad Aghahoseini, Department of Surgery;.

Nala Sivarajasingham, Department of Surgery;.

Kazim Abbas, Department of Surgery;.

Murtaza Choudhry, Department of Surgery;.

Kostantinos Polyzois, Department of Surgery;.

Kostantinos Lasithiotakis, Department of Surgery;.

Dimitra Volanaki, Department of Surgery;.

Baek Kim, Department of Surgery;.

Fiona Langlands, Department of Surgery;.

Helen Andrew, Department of Surgery;.

Jesper Roos, Department of Surgery;.

Samantha Mellen, Department of Clinical Biochemistry, York Teaching Hospital NHS Foundation Trust, York..

Daniel Turnock, Department of Clinical Biochemistry, York Teaching Hospital NHS Foundation Trust, York..

Alison Jones, Department of Clinical Biochemistry, York Teaching Hospital NHS Foundation Trust, York..

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