BMJ Open · Coventry CV2 2DX [email protected] Tel: 02476 966098 Fax: 02476 966090:...
Transcript of BMJ Open · Coventry CV2 2DX [email protected] Tel: 02476 966098 Fax: 02476 966090:...
For peer review only
Clinical outcomes at 12 months and risk of IBD in patients
with an intermediate raised faecal calprotectin (FC): A “real
world” view
Journal: BMJ Open
Manuscript ID bmjopen-2016-011041
Article Type: Research
Date Submitted by the Author: 07-Jan-2016
Complete List of Authors: McFarlane, Michael; University Hospitals Coventry and Warwickshire NHS Trust, Gastroenterology Chambers, Samantha; University Hospitals Coventry and Warwickshire
NHS Trust, Gastroenterology Malik, Ahmad; University Hospitals Coventry and Warwickshire NHS Trust, Gastroenterology Lee, Bee; Warwick Hospital, Gastroenterology Sung, Edmond; George Eliot Hospital, Gastroenterology Nwokolo, Chuka; University Hospitals Coventry and Warwickshire NHS Trust, Gastroenterology Waugh, Norman; University of Warwick, Warwick Evidence Arasaradnam, Ramesh; University Hospitals Coventry and Warwickshire NHS Trust, Gastroenterology
<b>Primary Subject Heading</b>:
Gastroenterology and hepatology
Secondary Subject Heading: Diagnostics
Keywords: Inflammatory bowel disease < GASTROENTEROLOGY, Faecal Calprotectin, Intermediate, Outcomes
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Clinical outcomes at 12 months and risk of IBD in patients with an
intermediate raised faecal calprotectin (FC): A “real world” view
Michael McFarlane1, Samantha Chambers
1, Ahmad Malik
1, Bee Lee
2, Edmond Sung
3,
Chuka Nwokolo1, Norman Waugh
5 and Ramesh Arasaradnam
1, 4
1Department of Gastroenterology, University Hospital Coventry & Warwickshire,
Coventry CV2 2DX, UK, 2Department of Gastroenterology, Warwick Hospital,
Warwick, CV34 5PP, UK, 3Department of Gastroenterology, George Eliot Hospital,
Nuneaton, CV10 7DJ, UK, 4Clinical Sciences Research Institute, University of
Warwick, Coventry CV2 2DX, UK, 5 Warwick Evidence, University of Warwick,
Coventry CV4 2DX, UK.
Correspondence to:
Dr R P Arasaradnam
Clinical Sciences Research Institute, University of Warwick,
Clifford Bridge Road,
Coventry CV2 2DX
Tel: 02476 966098
Fax: 02476 966090:
Running title: 12 month clinical outcomes for mildly elevated FCP
Key words: Faecal calprotectin, IBD, Intermediate, clinical outcomes
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Abstract
Objectives: A recent systematic review confirmed the utility of Faecal Calprotectin (FC)
in distinguishing organic (inflammatory bowel disease) from non-organic
gastrointestinal disease (irritable bowel syndrome). FC levels <50 mcg/g have a
negative predictive value >92% to exclude organic GI disease. Levels >250mcg/g
correlate with endoscopic IBD disease activity; sensitivity 90%. We aimed to determine
clinical outcomes in intermediate raised FC results (50-250 mcg/g).
Setting: Primary care general practices in Coventry and Warwickshire and three
secondary care hospitals
Participants: 443 FC results in adults (>16 years old) were reviewed from July 2012 -
October 2013. Clinical data was collected from hospital databases and General
Practitioners. Long term clinical data was available in 41 intermediate results.
Primary and secondary outcome measures: The number of new diagnoses of
inflammatory bowel disease (IBD), irritable bowel disease (IBS) and other diagnoses
for the intermediate group. The number referred and discharged from secondary care.
Results: A new IBD diagnosis was made in 19% (n=8) of intermediate results (1% of
normal and 38% of raised results). 5% (n=2) of intermediate results had known IBD in
remission. A new IBS diagnosis was made in 27% (n=11) of intermediate results whilst
34% (n=14) remained undiagnosed, although 8 of these were not referred to secondary
care.
Conclusions: FC testing remains useful in aiding diagnosis of organic GI conditions.
However, unlike negative and strongly positive FC results, intermediate FC results lead
to a mixture of diagnoses. The odds ratio of a new diagnosis of IBD for an intermediate
result compared to normal FC result was 26.6, whilst an intermediate FC result gave an
OR of 0.54 for a new IBS diagnosis compared to normal FC. For intermediate FC
results 1 in 3 patients remained in secondary care after 12 months with an OR of 3.6
compared to a normal FC result.
Strengths:
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• 12 month clinical follow up data of intermediate faecal calprotectin results
• A “real world” view of the utilisation of FC testing in primary and secondary
care – it is not being used entirely appropriately
• A “ real world” view of clinical outcomes – we don’t always find the answer
Limitations:
• Heterogenous data sources means data not as complete as could be e.g.
medication information incomplete
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1.0 Introduction
Calprotectin is a calcium binding protein, of the S100 family, found mainly in
neutrophils but also in other white blood cells (1). Inflammation results in neutrophil
activation and a subsequent release of calprotectin protein (2, 3). The use of faecal
calprotectin (FC) has particular interest as a non-invasive biomarker in the initial
screening and monitoring of patients with suspected or known inflammatory bowel
disease (IBD) (4). It is of particular use in the distinction between inflammatory GI
conditions such as IBD, from non-organic conditions such as irritable bowel syndrome
(IBS) (5). FC testing also has a growing role in the monitoring of IBD activity in
response to treatment, although long term data on the clinical advantages of this
approach is not yet available (6).
Current NICE and manufacturer guidelines for the cut of levels of FC in assays are that
levels of less than 50mcg/g of faeces suggest that there is no active inflammation
present within the GI mucosa (5, 7). NICE reported that for most of the studies that they
reviewed sensitivity and specificity were over 80%, where a cut-off of 50mcg/g was
used, and most positive and negative predictive values were 70-90% (7). One recent
study found that a cut-off of 50mcg/g gives a sensitivity and specificity of 88% and
78% respectively, with a negative predictive value of >92% to exclude organic GI
disease (8). A cut-off value of 100mcg/g has previously been suggested, and whilst this
increases sensitivity to 97%, specificity falls to 76%, with a negative predictive value of
97% and a positive predictive value of 75% (8). A cohort study involving consecutively
referred new patients with chronic diarrhoea proposed that a cut-off of 8mcg/g provides
near 99% sensitivity in detecting organic disease but at the cost of poor specificity (9).
In this study, no patients were diagnosed with IBD with FC levels of 50ug/g or less,
although this was a small study hence few patient overall with IBD. Another study
found that no patients with an FC result of <100mcg/g had IBD (10). A systematic
review of the use of FC, which informed the National Institute of Health and Care
Excellence diagnostic assessment group, found that most of the available evidence for
FC use in IBD is based on a cut-off value of 50mcg/g which reduces the number of false
negatives whilst maintaining cost effectiveness (5, 7).
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A FC value of greater than 250mcg/g has been demonstrated to correspond with
endoscopically and histologically active IBD. This cut-off level provides a sensitivity of
90% and specificity of 76% for excluding IBD and also determining if known disease
was quiescent (8). A recent meta-analysis into the utility of FC testing for monitoring
disease activity showed that for known IBD a cut-off level of 50mcg/g gave a pooled
sensitivity and specificity of 92% and 60% for determining if disease was quiescent, a
cut-off of 100mcg/g gave 84% and 66%, whilst cut-off of 250mcg/g gave 80% and 82%
respectively (11).
Despite the increasing number of studies involving utility of FC there has been limited
study on patients who have a FC value which falls within the “intermediate” group;
defined as levels of 50-250mcg/g of faeces. Whilst these patients may still have
underlying organic GI disease, current opinion suggests that the FC assay should be
repeated 4-6 weeks later to determine if inflammation is improving or worsening.
Although in reality an intermediate result may still be referred to secondary care if
clinical suspicion is high for underlying IBD.
The aim of this study was to determine the 12 month clinical outcomes of patients with
an intermediate raised FC value. There have been, to the best of our knowledge, no
published studies which look at clinical outcomes in this group of patients and
proportions remaining in secondary/tertiary care follow up.
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2.0 Materials and Methods
2.1 FC samples
FC test results from July 2012 to October 2013 in the University Hospital Coventry &
Warwickshire (UHCW) pathology database were reviewed. Tests were requested by
both primary care and secondary/tertiary care physicians from the Warwickshire region;
catchment population of 1 million. 495 patients were identified; 52 paediatric patients
(aged < 16 years) were excluded. Of the remaining, there were 365 (82%) with a normal
FC result (<50mcg/g), 48 (11%) with an intermediate result (50-250mcg/g) and 30 (7%)
with a high result (>250mcg/g). Outcome at 12 months were linked to index FC result.
We have not excluded patients with other GI conditions, organic or inorganic, as we
want to provide an insight into how FC testing is currently being used “in the wild”.
2.2 Clinical data collection
Clinical information was collected from review of the central base University Hospital
UHCW (tertiary catchment of 1m population) clinical results reporting system and the
corresponding systems in neighbouring district hospitals (Warwick and George Eliot
Hospitals). If no information was found then general practitioners (GPs) were contacted
for further details.
Due to the heterogenous nature of the data collection sources, clinical details such as
symptoms and medication which may affect FC values (e.g. NSAIDs or PPIs) were
often unavailable or poorly recorded, especially for the general practice patients. These
factors were not considered here due to the lack of incompleteness of the data.
No long term clinical information could be found for 7 individuals with an intermediate
raised result. This left a population of 41 patients.
2.3 FC sample analysis
Standardised laboratory protocol at UHCW for FC analysis was used. 100mg of stool
was weighed and dispensed into an analysis pot using a 10uL inoculation loop. As per
local protocol, first morning sample was requested. The exact weight was recorded and
5ml of extraction buffer added. The samples were then vortexed for 30 minutes in order
to ensure complete dissolution, and then centrifuged using an Eppendorf centrifuge. The
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supernatant was then removed for analysis using the Immunodiagnostik PhilCal ELISA
method.
2.4 Ethics
Ethical guidance was obtained from the Coventry and Warwick NRES Committee. As
this study was evaluating a test already in clinical practice, no further ethical approval
was required.
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3.0 Results
Our final population comprised 41 intermediate results. The mean age was 44 years (SD
19.0). There were 17 males (41%) and 24 females (59%). The mean FC for the
intermediate cohort was 130mcg/g (SD 58).
2 patients (4.8%) were known IBD patients under ongoing secondary care for their
condition. They were included as we wished to provide a “snapshot” of the usage of FC
testing in our centre, including that of already known IBD patients under surveillance.
28 (68%) of patients with an intermediate FC result were referred to secondary/tertiary
gastroenterology care by their primary care physicians, with 11 (27%) managed in
primary care. Only 1 patient had a repeat FC sample sent, this remained moderately
raised. The patient subsequently had normal investigations and was discharged.
29 (71%) of patients with an intermediate FC result went on to have a colonoscopy, 8
(20%) a CT scan and 7 (17%) an MRI. This would suggest that an intermediate result
does not reduce the number of colonoscopies or imaging investigations being done.
There were 8 new cases of IBD diagnosed (19%; SE6.1%) with FC levels ranging from
81 to 218mcg/g. All underwent colonoscopies. 3 (7.3%) were diagnosed with Crohn’s
colitis, 3 (7.3%) were diagnosed with UC and 2 (4.7%) with indeterminate colitis. 6
(15%) were diagnosed with other organic GI conditions, including bile salt
malabsorption, diverticular disease and carcinoid. 11 (27%; SE 7%) were diagnosed
with IBS. 14 (34%) remained undiagnosed, however, 8 (19%) were not referred to
secondary care by their GP. The reasons for this are unknown, their symptoms may
have settled spontaneously or the patient themselves may have declined referral. Of the
6 (15%) who were referred to secondary care, 3 (7.3%) were discharged after
investigation with no cause found for the raised FC, but symptoms having resolved and
3 (7.3%) were still under investigation for other causes of the intermediate FC result e.g.
small bowel bacterial overgrowth.
The odds ratio for a new diagnosis of IBD with an intermediate result compared to a
normal FC result was 26.6. The odds ratio of a new diagnosis of IBS with an
intermediate result compared to a normal FC result was 0.54. The odds ratio of
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remaining in secondary care 12 months after diagnosis with an intermediate FC result
was 3.6 compared to a normal FC result.
Twelve months after their initial FC test 14 (34%) of the cohort remained under
ongoing secondary/tertiary care for their conditions, with 14 (38%) discharged back to
their primary care physicians. The remainder were managed in primary care.
Subgroup analysis of the intermediate patients was conducted below and above
100mcg/g threshold. 18 (44%) of the intermediate group had FC <100mcg/g, whilst 23
(56%) had FC >100mcg/g. For the <100mcg/g group 14 (78%) were in primary care 12
months after index FC test compared with 13 (57%) of >100mcg/g group at the same
time point. 3 (17%) of <100mcg/g received a new diagnosis of IBD compared with 5
(22%) of >100mcg/g group. One patient in both the <100mcg/g group and the
>100mcg/g respectively were known IBD patients, with 2 (11%) and 3 (13%) patients
respectively being diagnosed with non-IBD organic GI conditions including bile acid
malabsorption, diverticular disease and rectal carcinoid. 28% of <100mcg/g cohort and
26% of >100mcg/g cohort were diagnosed with IBS. No statistical differences were
noted between these two groups. See table 2 for the subgroup analysis results.
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4.0 Discussion
Our study provides some insight into the “real world” use of FC testing in primary and
secondary care. An intermediate or raised FC result increases the probability of
remaining under secondary care 12 months after the index FC test - 34% of intermediate
results were still in secondary care 12 months after index FC, compared with 9.1% of
the normal group and 73% for the raised group. This reflects the increasing likelihood
of a diagnosis of IBD or another organic GI disease with intermediate or raised FC
results.
A new diagnosis of IBD was made in 19% of patients with an intermediate FC result,
compared with 1% for normal results and 37% for raised results. These findings suggest
that an initial intermediate FC result gives an OR of 26.6 for receiving a diagnosis of
IBD compared to a normal FC result and an OR of 3.6 for remaining in secondary care
12 months after index FC result for intermediate results compared to normal FC result.
This would seem to increase the evidence for suggesting that intermediate FC results
should undergo retesting 4-6 weeks later before referral to secondary care is made. Of
note a third in this group had no final diagnosis at 12 months, with most of these arising
from primary care. Unfortunately no repeat FC specimens were sent by primary care to
determine if the intermediate result was consistent, or transient.
Subgroup analysis of the intermediate group does not show a clinically significant
difference between the <100mcg/g group and the >100mcg/g. There were similar
numbers for: new IBD diagnoses made (17% (<100mcg/g) vs 22% (>100mcg/g); other
organic GI diseases (11% vs 13%) and IBS diagnoses (28% vs 26%). Therefore, based
on this study group and utility of the ELISA Phical methods, there is no suggestion that
the cut-off value for a normal FC result alters diagnostic yield if it were raised to
100mcg/g.
NICE guidelines on FC usage do not currently set an age cut-off for FC testing. The
NICE IBS guidelines uses an age cut-off >50 as a red flag for change in bowel habit.
Local guidelines state that FC testing should not be used over the age of 40 due to the
rising incidence of bowel cancer. Rather, such patients with a change in bowel habit or
diarrhoea should undergo endoscopic investigation. In this study we found that the
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mean age of patients undergoing FC testing was 39 years, with 40% older than 40 years
and 19% older than 50 years. Within the intermediate group 46% met local guidelines
on FC testing and 66% met NICE guidelines recommended red flag cut off of <50
years. The oldest patient to undergo FC testing was 89 years. This would suggest that
there needs to be greater education and awareness about the strengths and limitations of
FC testing in aiding with diagnosis or exclusion of organic GI diseases, principally IBD.
A limitation in this study is the heterogenous clinical data, which comprised both
primary and secondary care data, which, resulted in incomplete clinical details such as
symptoms and medications across all FC ranges. However, the objectives of this study
were to understand the way in which FC testing is currently being used in our region.
We have attempted to provide a “real world” snapshot of how FC testing is being used
in primary and secondary care settings with some not receiving a definitive diagnosis
The NICE appraisal did raise the issue of spectrum bias because most of the studies in
the assessment report (5) came from secondary care settings. Unfortunately the numbers
of patients in our study, and the lack of data on long-term outcomes on a substantial
number of those with normal results, make it impossible for us to analyse screening
parameters such as NPV, separately by source.
Further studies are needed to determine the long term clinical outcomes in patients
undergoing FC testing in both primary and secondary care, to aid interpretation of
intermediate raised FC results. It could encourage the use of repeat FC testing for
intermediate results, rather than immediate referral to secondary care for further
investigation. Better education of the indications, potential confounding drugs, and age
issues with FC testing would provide more efficient use of FC testing and would allow
for far clearer interpretation of the true meaning of intermediate results.
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Acknowledgements: Our thanks to the UHCW pathology department and the GP’s of
Coventry and Warwickshire for their co-operation with our study.
Contributions:
MM - co-ordinated project, collected and analysed data, wrote manuscript
SC - collected and analysed data, wrote manuscript
AM - collected data
BL - collected data
ES - collected data
CN - oversaw project, contributed to paper content
NW - analysed data, co-wrote manuscript
RA - co-ordinated project, co-wrote manuscript
Competing interests:
The authors have no competing interests to declare
Funding:
There is no funding to declare for this study
Data sharing statement:
Any further data required is available directly from the authors on request
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References
1. Roseth AG, Fagerhol MK, Aadland E, et al. Assessment of the neutrophil
dominating protein calprotectin in feces. A methodologic study. Scand J
Gastroenterol 1992;27:793–8.
2. Aomatsu T, Yoden A, Matsumoto K, et al. Fecal calprotectin is a useful marker
for disease activity in pediatric patients with inflammatory bowel disease. Dig
Dis Sci 2011;56:2372–7.
3. Stríz I, Trebichavský I. Calprotectin—a pleiotropic molecule in acute and
chronic inflammation. Physiol Res 2004;53:245–53.
4. van Rheenen PF, Van de Vijver E, Fidler V. Faecal calprotectin for screening of
patients with suspected inflammatory bowel disease: diagnostic meta-analysis.
BMJ 2010;341:c3369.
5. Waugh N, Royle P, Cummins E, et al. Faecal calprotectin testing for
differentiating amongst inflammatory and non-inflammatory bowel diseases:
systematic review and economic evaluation. Health Tech Assessment
2013;17:xv–xix, 1–211.
6. Sipponen T, Kärkkäinen P, Savilahti E, et al. Correlation of faecal calprotectin
and lactoferrin with an endoscopic score for Crohn’s disease and histological
findings. Aliment Pharmacol Ther 2008;28:1221–9.
7. NICE guidelines; Faecal calprotectin diagnostic tests for inflammatory diseases
of the bowel; DAP 12; June 2013.
8. Dhaliwal A, Zeino Z, Tomkins C, et al. Utility of faecal calprotectin in
inflammatory bowel disease (IBD): what cut-offs should we apply? Frontline
Gastroenterology 2014;0:1–6.
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9. Banerjee A, Srinivas M, Eyre R, Ellis R, Waugh N, Bardhan KD, Basumani P.
Faecal calprotectin for differentiating between irritable bowel syndrome and
inflammatory bowel disease: a useful screen in daily gastroenterology practice
Frontline Gastroenterol-100429. Epub Apr 2014. doi:10.1136/flgastro-2013-
100429
10. Koulaouzidis A, Douglas S, Rogers MA, Arnott ID, Plevris JN. Fecal
calprotectin: a selection tool for small bowel capsule endoscopy in suspected
IBD with prior negative bi-directional endoscopy. Scand J Gastroenterol.
2011;46(5):561-6. PMID: 21269246
11. Lin JF, Chen JM, Zuo JH,et al. Meta-analysis: fecal calprotectin for assessment
of inflammatory bowel disease activity. Inflamm Bowel Dis. 2014
Aug;20(8):1407-15. PMID: 24983982
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Table 1. Patient demographics and FC values per FC category of low, intermediate and
high over 12 months.
FC <50mcg/g FC 50-250mcg/g FC >250mcg/g
Mean Age (SD) 39 (15)
38 (13) 44 (19) 39 (16)
Male:Female (%) 36:64
35:65 42:58 35:65
Mean FC mcg/g
(SD)
22 (5.0) 130 (58) 784 (573)
Referred to
secondary care (n)
66.3% (138) 68.3% (28) 57.7%
Remain in
secondary care at 12
months post index
FC (n)
9.1% (19) 34.1% (14) 73.1% (15)
Diagnoses
Pre-existing IBD (n) 3.4% (7) 4.8% (2) 23% (6)
New diagnosis IBD
(n)
1.0% (2) 19% (8) 38.4% (10)
Other organic GI
diagnosis (n)
13% (27) 14.6% (6) 3.8% (1)
Diagnosis IBS (n) 40.4% (84) 26.8% (11) 7.7% (2)
Undiagnosed or
awaiting diagnosis
(n)
41.8% (87)
34.1% (14)
26.9% (7)
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Table 2. Outcome sub analysis of FC intermediate groups; <100 and >100 mcg/g.
FC< 100 (n=18) FC > 100 (n=23)
In primary care 12 months
post index FC (%)
78% (n=14) 57% (n=13)
New diagnosis of IBD 17% (n=3) 22% (n=5)
Known IBD 5.6% (n=1) 4.3% (n=1)
Other organic GI diagnosis 11% (n=2) 13% (n=3)
IBS diagnosis 28% (n=5) 26% (n=6)
others 38.4% 34.7%
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STROBE Statement—checklist of items that should be included in reports of observational studies
Item
No Recommendation
Title and abstract 1 (a) Indicate the study’s design with a commonly used term in the title or the abstract
Page 1
(b) Provide in the abstract an informative and balanced summary of what was done
and what was found Page 2
Introduction
Background/rationale 2 Explain the scientific background and rationale for the investigation being reported
Page 4
Objectives 3 State specific objectives, including any prespecified hypotheses
Page 5
Methods
Study design 4 Present key elements of study design early in the paper
Page 6
Setting 5 Describe the setting, locations, and relevant dates, including periods of recruitment,
exposure, follow-up, and data collection
Page 6
Participants 6 (a) Cohort study—Give the eligibility criteria, and the sources and methods of
selection of participants. Describe methods of follow-up
Case-control study—Give the eligibility criteria, and the sources and methods of
case ascertainment and control selection. Give the rationale for the choice of cases
and controls
Cross-sectional study—Give the eligibility criteria, and the sources and methods of
selection of participants
Page 6
(b) Cohort study—For matched studies, give matching criteria and number of
exposed and unexposed
Case-control study—For matched studies, give matching criteria and the number of
controls per case
Variables 7 Clearly define all outcomes, exposures, predictors, potential confounders, and effect
modifiers. Give diagnostic criteria, if applicable
Page 6
Data sources/
measurement
8* For each variable of interest, give sources of data and details of methods of
assessment (measurement). Describe comparability of assessment methods if there
is more than one group
Page 6
Bias 9 Describe any efforts to address potential sources of bias
Page 11
Study size 10 Explain how the study size was arrived at
Page 6
Quantitative variables 11 Explain how quantitative variables were handled in the analyses. If applicable,
describe which groupings were chosen and why
NA
Statistical methods 12 (a) Describe all statistical methods, including those used to control for confounding
(b) Describe any methods used to examine subgroups and interactions
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(c) Explain how missing data were addressed
(d) Cohort study—If applicable, explain how loss to follow-up was addressed
Case-control study—If applicable, explain how matching of cases and controls was
addressed
Cross-sectional study—If applicable, describe analytical methods taking account of
sampling strategy
(e) Describe any sensitivity analyses
Page 6, 7 and 11
Continued on next page
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Results
Participants 13* (a) Report numbers of individuals at each stage of study—eg numbers potentially eligible,
examined for eligibility, confirmed eligible, included in the study, completing follow-up, and
analysed
(b) Give reasons for non-participation at each stage
(c) Consider use of a flow diagram
Page 8
Descriptive
data
14* (a) Give characteristics of study participants (eg demographic, clinical, social) and information
on exposures and potential confounders
(b) Indicate number of participants with missing data for each variable of interest
(c) Cohort study—Summarise follow-up time (eg, average and total amount)
Page 8
Outcome data 15* Cohort study—Report numbers of outcome events or summary measures over time
Case-control study—Report numbers in each exposure category, or summary measures of
exposure
Cross-sectional study—Report numbers of outcome events or summary measures
Page 8
Main results 16 (a) Give unadjusted estimates and, if applicable, confounder-adjusted estimates and their
precision (eg, 95% confidence interval). Make clear which confounders were adjusted for and
why they were included
(b) Report category boundaries when continuous variables were categorized
(c) If relevant, consider translating estimates of relative risk into absolute risk for a meaningful
time period
Page 8, 9
Other analyses 17 Report other analyses done—eg analyses of subgroups and interactions, and sensitivity
analyses
Page 9, 11
Discussion
Key results 18 Summarise key results with reference to study objectives
Page 10
Limitations 19 Discuss limitations of the study, taking into account sources of potential bias or imprecision.
Discuss both direction and magnitude of any potential bias
Page 10, 11
Interpretation 20 Give a cautious overall interpretation of results considering objectives, limitations, multiplicity
of analyses, results from similar studies, and other relevant evidence
Page 10, 11
Generalisability 21 Discuss the generalisability (external validity) of the study results
Page 11
Other information
Funding 22 Give the source of funding and the role of the funders for the present study and, if applicable,
for the original study on which the present article is based
Page 12
*Give information separately for cases and controls in case-control studies and, if applicable, for exposed and
unexposed groups in cohort and cross-sectional studies.
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Note: An Explanation and Elaboration article discusses each checklist item and gives methodological background and
published examples of transparent reporting. The STROBE checklist is best used in conjunction with this article (freely
available on the Web sites of PLoS Medicine at http://www.plosmedicine.org/, Annals of Internal Medicine at
http://www.annals.org/, and Epidemiology at http://www.epidem.com/). Information on the STROBE Initiative is
available at www.strobe-statement.org.
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Clinical outcomes at 12 months and risk of inflammatory
bowel disease in patients with an intermediate raised faecal
calprotectin: A “real world” view
Journal: BMJ Open
Manuscript ID bmjopen-2016-011041.R1
Article Type: Research
Date Submitted by the Author: 23-Feb-2016
Complete List of Authors: McFarlane, Michael; University Hospitals Coventry and Warwickshire NHS Trust, Gastroenterology Chambers, Samantha; University Hospitals Coventry and Warwickshire
NHS Trust, Gastroenterology Malik, Ahmad; University Hospitals Coventry and Warwickshire NHS Trust, Gastroenterology Lee, Bee; Warwick Hospital, Gastroenterology Sung, Edmond; George Eliot Hospital, Gastroenterology Nwokolo, Chuka; University Hospitals Coventry and Warwickshire NHS Trust, Gastroenterology Waugh, Norman; University of Warwick, Warwick Evidence Arasaradnam, Ramesh; University Hospitals Coventry and Warwickshire NHS Trust, Gastroenterology
<b>Primary Subject Heading</b>:
Gastroenterology and hepatology
Secondary Subject Heading: Diagnostics
Keywords: Inflammatory bowel disease < GASTROENTEROLOGY, Faecal Calprotectin, Intermediate, Outcomes
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Clinical outcomes at 12 months and risk of Inflammatory Bowel
Disease in patients with an intermediate raised faecal calprotectin: A
“real world” view
Michael McFarlane1, Samantha Chambers
1, Ahmad Malik
1, Bee Lee
2, Edmond Sung
3,
Chuka Nwokolo1, Norman Waugh
5 and Ramesh Arasaradnam
1, 4
1Department of Gastroenterology, University Hospital Coventry & Warwickshire,
Coventry CV2 2DX, UK, 2Department of Gastroenterology, Warwick Hospital,
Warwick, CV34 5PP, UK, 3Department of Gastroenterology, George Eliot Hospital,
Nuneaton, CV10 7DJ, UK, 4Clinical Sciences Research Institute, University of
Warwick, Coventry CV2 2DX, UK, 5 Warwick Evidence, University of Warwick,
Coventry CV4 2DX, UK.
Correspondence to:
Dr R P Arasaradnam
Clinical Sciences Research Institute, University of Warwick,
Clifford Bridge Road,
Coventry CV2 2DX
Tel: 02476 966098
Fax: 02476 966090:
Running title: 12 month clinical outcomes for mildly elevated FCP
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Key words: Faecal calprotectin, IBD, Intermediate, clinical outcomes
Abstract
Objectives: A recent systematic review confirmed the utility of Faecal Calprotectin (FC)
in distinguishing organic (inflammatory bowel disease) from non-organic
gastrointestinal disease (irritable bowel syndrome). FC levels <50 mcg/g have a
negative predictive value >92% to exclude organic GI disease. Levels >250mcg/g
correlate with endoscopic IBD disease activity; sensitivity 90%. We aimed to determine
clinical outcomes in intermediate raised FC results (50-250 mcg/g).
Setting: Primary care general practices in Coventry and Warwickshire and three
secondary care hospitals
Participants: 443 FC results in adults (>16 years old) were reviewed from July 2012 -
October 2013. Clinical data was collected from hospital databases and General
Practitioners. Long term clinical data was available in 41 patients (of 48). .
Primary and secondary outcome measures: The number of new diagnoses of
inflammatory bowel disease (IBD), irritable bowel disease (IBS) and other diagnoses
for the intermediate group. The number referred and discharged from secondary care.
Results: A new IBD diagnosis was made in 19% (n=8) of intermediate results (1% of
normal and 38% of raised results). 5% (n=2) of intermediate results had known IBD in
remission. A new IBS diagnosis was made in 27% (n=11) of intermediate results whilst
34% (n=14) remained undiagnosed, although 8 of these were not referred to secondary
care.
Conclusions: FC testing remains useful in aiding diagnosis of organic GI conditions.
However, unlike negative and strongly positive FC results, intermediate FC results lead
to a mixture of diagnoses. The odds ratio of a new diagnosis of IBD for an intermediate
result compared to normal FC result was 26.6, whilst an intermediate FC result gave an
OR of 0.54 for a new IBS diagnosis compared to normal FC. For intermediate FC
results 1 in 3 patients remained in secondary care after 12 months with an OR of 3.6
compared to a normal FC result.
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Strengths:
• 12 month clinical follow up data of intermediate faecal calprotectin results
• A “real world” view of the utilisation of FC testing in primary and secondary
care – it is not being used entirely appropriately
• A “ real world” view of clinical outcomes – we don’t always find the answer
Limitations:
• Heterogenous data sources means data not as complete as could be e.g.
medication information incomplete
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1.0 Introduction
Calprotectin is a calcium binding protein, of the S100 family, found mainly in
neutrophils but also in other white blood cells (1). Inflammation results in neutrophil
activation and a subsequent release of calprotectin protein (2, 3). The use of faecal
calprotectin (FC) has particular interest as a non-invasive biomarker in the initial
screening and monitoring of patients with suspected or known inflammatory bowel
disease (IBD) (4). It is of particular use in the distinction between inflammatory GI
conditions such as IBD, from non-organic conditions such as irritable bowel syndrome
(IBS) (5). FC testing also has a growing role in the monitoring of IBD activity in
response to treatment, although long term data on the clinical advantages of this
approach is not yet available (6).
Current NICE and manufacturer guidelines for the cut of levels of FC in assays are that
levels of less than 50mcg/g of faeces suggest that there is no active inflammation
present within the GI mucosa (5, 7). NICE reported that for most of the studies that they
reviewed sensitivity and specificity were over 80%, where a cut-off of 50mcg/g was
used, and most positive and negative predictive values were 70-90% (7). One recent
study found that a cut-off of 50mcg/g gives a sensitivity and specificity of 88% and
78% respectively, with a negative predictive value of >92% to exclude organic GI
disease (8). A cut-off value of 100mcg/g has previously been suggested, and whilst this
increases sensitivity to 97%, specificity falls to 76%, with a negative predictive value of
97% and a positive predictive value of 75% (8). A cohort study involving consecutively
referred new patients with chronic diarrhoea proposed that a cut-off of 8mcg/g provides
near 99% sensitivity in detecting organic disease but at the cost of poor specificity (9).
In this study, no patients were diagnosed with IBD with FC levels of 50ug/g or less,
although this was a small study hence few patient overall with IBD. Another study
found that no patients with an FC result of <100mcg/g had IBD (10). A systematic
review of the use of FC, which informed the National Institute of Health and Care
Excellence diagnostic assessment group, found that most of the available evidence for
FC use in IBD is based on a cut-off value of 50mcg/g which reduces the number of false
negatives whilst maintaining cost effectiveness (5, 7).
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A FC value of greater than 250mcg/g has been demonstrated to correspond with
endoscopically and histologically active IBD. This cut-off level provides a sensitivity of
90% and specificity of 76% for excluding IBD and also determining if known disease
was quiescent (8). A recent meta-analysis into the utility of FC testing for monitoring
disease activity showed that for known IBD a cut-off level of 50mcg/g gave a pooled
sensitivity and specificity of 92% and 60% for determining if disease was quiescent, a
cut-off of 100mcg/g gave 84% and 66%, whilst cut-off of 250mcg/g gave 80% and 82%
respectively (11). See appendix 1 for a tabulated form of the studies involving FC cut
offs for screening for IBD.
Despite the increasing number of studies involving utility of FC there has been limited
study on patients who have a FC value which falls within the “intermediate” group;
defined as levels of 50-250mcg/g of faeces. Whilst these patients may still have
underlying organic GI disease, current opinion suggests that the FC assay should be
repeated 4-6 weeks later to determine if inflammation is improving or worsening.
Although in reality an intermediate result may still be referred to secondary care if
clinical suspicion is high for underlying IBD. Our local guidance is in accordance with
these ranges (see figure 1).
The aim of this study was to determine the 12 month clinical outcomes of patients with
an intermediate raised FC value. There have been, to the best of our knowledge, no
published studies which look at clinical outcomes in this group of patients and
proportions remaining in secondary/tertiary care follow up.
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2.0 Materials and Methods
2.1 FC samples
FC test results from July 2012 to October 2013 in the University Hospital Coventry &
Warwickshire (UHCW) pathology database were reviewed. Tests were requested by
both primary care and secondary/tertiary care physicians from the Warwickshire region;
catchment population of 1 million. Outcome at 12 months were linked to index FC
result. We have not excluded patients with other GI conditions, organic or inorganic, as
we want to provide an insight into how FC testing is currently being used in real world
practice.
2.2 Clinical data collection
Clinical information was collected from review of the central base University Hospital
UHCW (tertiary catchment of 1m population) clinical results reporting system and the
corresponding systems in neighbouring district hospitals (Warwick and George Eliot
Hospitals). If no information was found then general practitioners (GPs) were contacted
for further details.
Due to the heterogenous nature of the data collection sources, clinical details such as
symptoms and medication which may affect FC values (e.g. NSAIDs or PPIs) were
often unavailable or poorly recorded, especially for the general practice patients. These
factors were not considered here due to the lack of incompleteness of the data.
2.3 FC sample analysis
Standardised laboratory protocol at UHCW for FC analysis was used. 100mg of stool
was weighed and dispensed into an analysis pot using a 10uL inoculation loop. As per
local protocol, first morning sample was requested. The exact weight was recorded and
5ml of extraction buffer added. The samples were then vortexed for 30 minutes in order
to ensure complete dissolution, and then centrifuged using an Eppendorf centrifuge. The
supernatant was then removed for analysis using the Immunodiagnostik PhilCal ELISA
method.
2.4 Ethics
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Ethical guidance was obtained from the Coventry and Warwick NRES Committee. As
this study was evaluating a test already in clinical practice, no further ethical approval
was required.
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3.0 Results
495 patients were identified; 52 paediatric patients (aged < 16 years) were excluded. Of
the remaining, there were 365 (82%) with a normal FC result (<50mcg/g), 48 (11%)
with an intermediate result (50-250mcg/g) and 30 (7%) with a high result (>250mcg/g).
Long term clinical data was available in 41 of the intermediate results. The mean age
was 44 years (SD 19.0). There were 17 males (41%) and 24 females (59%). The mean
FC for the intermediate cohort was 130mcg/g (SD 58).
2 patients (4.8%) were known IBD patients under ongoing secondary care for their
condition. They were included as we wished to provide a “snapshot” of the usage of FC
testing in our centre, including that of already known IBD patients under surveillance.
28 (68%) of patients with an intermediate FC result were referred to secondary/tertiary
gastroenterology care by their primary care physicians, with 11 (27%) managed in
primary care. Only 1 patient had a repeat FC sample sent, this remained moderately
raised. The patient subsequently had normal investigations and was discharged.
29 (71%) of patients with an intermediate FC result went on to have a colonoscopy,
with 8 (20%) also undergoing a CT scan and a further 7 (17%) undergoing an MRI.
Only 8 patients out of the 41 for whom clinical information was available did not
undergo any investigations. These patients were those who were not referred to
secondary care. This would suggest that an intermediate result does not reduce the
number of colonoscopies or imaging investigations being done.
The diagnoses of intermediate FC results were:
• 8 new cases of IBD diagnosed within the 41 patients (19%; SE6.1%) with FC
levels ranging from 81 to 218mcg/g. All underwent colonoscopies.
o 3 (7.3%) were diagnosed with Crohn’s Disease (Montreal Classification:
1 L2 (colonic); 2 L3 (ileocolonic)
o 3 (7.3%) were diagnosed with UC (Montreal Classification: 2 E1
(proctitis); 1 E2 (left sided)
o 2 (4.7%) with IBD unspecified .
• 6 (15%) were diagnosed with other organic GI conditions, including bile salt
malabsorption, diverticular disease and carcinoid.
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• 11 (27%; SE 7%) were diagnosed with IBS.
• 14 (34%) remained undiagnosed, however, 8 (19%) of these 14 were not
referred to secondary care by their GP. The reasons for this are unknown, their
symptoms may have settled spontaneously or the patient themselves may have
declined referral.
o Of the 6 undiagnosed patients (15%) who were referred to secondary
care:
� 3 (7.3%) were discharged after investigation with no cause found
for the raised FC, with their symptoms having resolved
� 3 (7.3%) were still under investigation for other causes of the
intermediate FC result e.g. small bowel bacterial overgrowth.
See table 1 and figure 2 for a further breakdown of these results.
The odds ratio for a new diagnosis of IBD with an intermediate result compared to a
normal FC result was 26.6. The odds ratio of a new diagnosis of IBS with an
intermediate result compared to a normal FC result was 0.54. The odds ratio of
remaining in secondary care 12 months after diagnosis with an intermediate FC result
was 3.6 compared to a normal FC result.
Twelve months after their initial FC test 14 (34%) of the cohort remained under
ongoing secondary/tertiary care for their conditions, with 14 (34%) discharged back to
their primary care physicians. The remainder were managed in primary care.
Subgroup analysis of the intermediate patients was conducted below and above
100mcg/g threshold. 18 (44%) of the intermediate group had FC <100mcg/g, whilst 23
(56%) had FC >100mcg/g. For the <100mcg/g group 14 (78%) were in primary care 12
months after index FC test compared with 13 (57%) of >100mcg/g group at the same
time point. 3 (17%) of <100mcg/g received a new diagnosis of IBD compared with 5
(22%) of >100mcg/g group. One patient in both the <100mcg/g group and the
>100mcg/g respectively were known IBD patients, with 2 (11%) and 3 (13%) patients
respectively being diagnosed with non-IBD organic GI conditions including bile acid
malabsorption, diverticular disease and rectal carcinoid. 28% of <100mcg/g cohort and
26% of >100mcg/g cohort were diagnosed with IBS. 38% of <100mcg/g and 35% of
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>100mcg/g groups did not receive a formal diagnosis. No statistical differences were
noted between these two groups. See table 2 for the subgroup analysis results.
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4.0 Discussion
Our study provides some insight into the “real world” use of FC testing in primary and
secondary care. An intermediate or raised FC result increases the probability of
remaining under secondary care 12 months after the index FC test - 34% of intermediate
results were still in secondary care 12 months after index FC, compared with 9.1% of
the normal group and 73% for the raised group. This reflects the increasing likelihood
of a diagnosis of IBD or another organic GI disease with intermediate or raised FC
results.
A new diagnosis of IBD was made in 19% of patients with an intermediate FC result,
compared with 1% for normal results and 37% for raised results. These findings suggest
that an initial intermediate FC result gives an OR of 26.6 for receiving a diagnosis of
IBD compared to a normal FC result and an OR of 3.6 for remaining in secondary care
12 months after index FC result for intermediate results compared to normal FC result.
This would seem to increase the evidence for suggesting that intermediate FC results
should undergo retesting 4-6 weeks later before referral to secondary care is made. Of
note a third in this group had no final diagnosis at 12 months, with most of these arising
from primary care. Unfortunately no repeat FC specimens were sent by primary care to
determine if the intermediate result was consistent, or transient.
Subgroup analysis of the intermediate group does not show a clinically significant
difference between the <100mcg/g group and the >100mcg/g. There were similar
numbers for: new IBD diagnoses made (17% (<100mcg/g) vs 22% (>100mcg/g); other
organic GI diseases (11% vs 13%) and IBS diagnoses (28% vs 26%). Therefore, based
on this study group and utility of the ELISA Phical methods, there is no suggestion that
the cut-off value for a normal FC result alters diagnostic yield if it were raised to
100mcg/g.
NICE guidelines on FC usage do not currently set an age cut-off for FC testing. The
NICE IBS guidelines uses an age cut-off >50 as a red flag for change in bowel habit.
Local guidelines state that FC testing should not be used over the age of 40 due to the
rising incidence of bowel cancer. Rather, such patients with a change in bowel habit or
diarrhoea should undergo endoscopic investigation. In this study we found that the
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mean age of patients undergoing FC testing was 39 years, with 40% older than 40 years
and 19% older than 50 years. Within the intermediate group 46% met local guidelines
on FC testing and 66% met NICE guidelines recommended red flag cut off of <50
years. The oldest patient to undergo FC testing was 89 years. This would suggest that
there needs to be greater education and awareness about the strengths and limitations of
FC testing in aiding with diagnosis or exclusion of organic GI diseases, principally IBD.
A limitation in this study is the heterogenous clinical data, which comprised both
primary and secondary care data, which, resulted in incomplete clinical details such as
symptoms and medications, including Non Steroidal Anti Inflammatories, across all FC
ranges. However, the objectives of this study were to understand the way in which FC
testing is currently being used in our region. We have attempted to provide a “real
world” snapshot of how FC testing is being used in primary and secondary care settings
with some not receiving a definitive diagnosis The NICE appraisal did raise the issue of
spectrum bias because most of the studies in the assessment report (5) came from
secondary care settings. Unfortunately the numbers of patients in our study, and the lack
of data on long-term outcomes on a substantial number of those with normal results,
make it impossible for us to analyse screening parameters such as NPV, separately by
source.
Further studies are needed to determine the long term clinical outcomes in patients
undergoing FC testing in both primary and secondary care, to aid interpretation of
intermediate raised FC results. It could encourage the use of repeat FC testing for
intermediate results, rather than immediate referral to secondary care for further
investigation. Better education of the indications, potential confounding drugs, and age
issues with FC testing would provide more efficient use of FC testing and would allow
for far clearer interpretation of the true meaning of intermediate results.
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Acknowledgements: Our thanks to the UHCW pathology department and the GP’s of
Coventry and Warwickshire for their co-operation with our study.
Contributions:
MM - co-ordinated project, collected and analysed data, wrote manuscript
SC - collected and analysed data, wrote manuscript
AM - collected data
BL - collected data
ES - collected data
CN - oversaw project, contributed to paper content
NW - analysed data, co-wrote manuscript
RA - co-ordinated project, co-wrote manuscript
Competing interests:
The authors have no competing interests to declare
Funding:
There is no funding to declare for this study
Data sharing statement:
No additional data available.
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11. Lin JF, Chen JM, Zuo JH,et al. Meta-analysis: fecal calprotectin for assessment
of inflammatory bowel disease activity. Inflamm Bowel Dis. 2014
Aug;20(8):1407-15. PMID: 24983982
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Table 1. Patient demographics and FC values per FC category of low, intermediate and
high over 12 months.
FC <50mcg/g FC 50-250mcg/g FC >250mcg/g
Mean Age (SD) 39 (15)
38 (13) 44 (19) 39 (16)
Male:Female (%) 36:64
35:65 42:58 35:65
Mean FC mcg/g
(SD)
22 (5.0) 130 (58) 784 (573)
Referred to
secondary care (n)
66.3% (138) 68.3% (28) 57.7%
Remain in
secondary care at 12
months post index
FC (n)
9.1% (19) 34.1% (14) 73.1% (15)
Diagnoses
Pre-existing IBD (n) 3.4% (7) 4.8% (2) 23% (6)
New diagnosis IBD
(n)
1.0% (2) 19% (8) 38.4% (10)
Other organic GI
diagnosis (n)
13% (27) 14.6% (6) 3.8% (1)
Diagnosis IBS (n) 40.4% (84) 26.8% (11) 7.7% (2)
Undiagnosed or
awaiting diagnosis
(n)
41.8% (87)
34.1% (14)
26.9% (7)
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Table 2. Outcome sub analysis of FC intermediate groups; <100 and >100 mcg/g.
FC< 100 (n=18) FC > 100 (n=23)
In primary care 12 months
post index FC (%)
78% (n=14) 57% (n=13)
New diagnosis of IBD 17% (n=3) 22% (n=5)
Known IBD 5.6% (n=1) 4.3% (n=1)
Other organic GI diagnosis 11% (n=2) 13% (n=3)
IBS diagnosis 28% (n=5) 26% (n=6)
others 38.4% 34.7%
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Figure 1. Local Guidelines for GPs to determine the utility of FC in those with chronic
diarrhoea.
• Do NOT use FC for ?bowel cancer
• Do NOT use FC for ?infection
• DO give your patient a labelled stool pot; 2p sized amount of sample is sufficient
(solid stool is best)
• DO ask them to bring it to their local hospital/GP to send to BIOCHEMISTRY (not
microbiology) – stable at room temp
• DO fill in as much clinical information as possible, incl. symptoms and duration
• DO send a separate sample to microbiology for M, C&S unless infection has already
been excluded
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Figure 2. Flow chart of Intermediate Faecal Calprotectin (FC) diagnoses
BAD – Bile acid diarrhoea
DD – Diverticular disease
IBS – Irritable bowel syndrome
IBD – Inflammatory bowel disease
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Local Guidelines for GPs to determine the utility of FC in those with chronic diarrhoea. • Do NOT use FC for ?bowel cancer • Do NOT use FC for ?infection
• DO give your patient a labelled stool pot; 2p sized amount of sample is sufficient (solid stool is best) • DO ask them to bring it to their local hospital/GP to send to BIOCHEMISTRY (not microbiology) – stable at
room temp • DO fill in as much clinical information as possible, incl. symptoms and duration
• DO send a separate sample to microbiology for M, C&S unless infection has already been excluded 250x135mm (96 x 96 DPI)
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Figure 2. Flow chart of Intermediate Faecal Calprotectin (FC) diagnoses (BAD – Bile acid diarrhoea; DD – Diverticular disease; IBS – Irritable bowel syndrome; IBD – Inflammatory bowel disease)
250x135mm (96 x 96 DPI)
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Appendix 1. Table of previous studies into FC cut off values in IBD diagnosis.
Study authors FC cut off
value
Sensitivity Specificity Positive
Predictive
Value
Negative
Predictive
Value
Bannerjee et
al
8mcg/g 99% 51% 30% 100%
NICE 50mcg/g >80% >80% 70-90% 70-90%
Dhaliwal et al 50mcg/g 88% 78% - >92%
Dhaliwal et al 100mcg/g 97% 76% 75% 97%
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STROBE Statement—checklist of items that should be included in reports of observational studies
Item
No Recommendation
Title and abstract 1 (a) Indicate the study’s design with a commonly used term in the title or the abstract
Page 1
(b) Provide in the abstract an informative and balanced summary of what was done
and what was found Page 2
Introduction
Background/rationale 2 Explain the scientific background and rationale for the investigation being reported
Page 4
Objectives 3 State specific objectives, including any prespecified hypotheses
Page 5
Methods
Study design 4 Present key elements of study design early in the paper
Page 6
Setting 5 Describe the setting, locations, and relevant dates, including periods of recruitment,
exposure, follow-up, and data collection
Page 6
Participants 6 (a) Cohort study—Give the eligibility criteria, and the sources and methods of
selection of participants. Describe methods of follow-up
Case-control study—Give the eligibility criteria, and the sources and methods of
case ascertainment and control selection. Give the rationale for the choice of cases
and controls
Cross-sectional study—Give the eligibility criteria, and the sources and methods of
selection of participants
Page 6
(b) Cohort study—For matched studies, give matching criteria and number of
exposed and unexposed
Case-control study—For matched studies, give matching criteria and the number of
controls per case
Variables 7 Clearly define all outcomes, exposures, predictors, potential confounders, and effect
modifiers. Give diagnostic criteria, if applicable
Page 6
Data sources/
measurement
8* For each variable of interest, give sources of data and details of methods of
assessment (measurement). Describe comparability of assessment methods if there
is more than one group
Page 6
Bias 9 Describe any efforts to address potential sources of bias
Page 11
Study size 10 Explain how the study size was arrived at
Page 6
Quantitative variables 11 Explain how quantitative variables were handled in the analyses. If applicable,
describe which groupings were chosen and why
NA
Statistical methods 12 (a) Describe all statistical methods, including those used to control for confounding
(b) Describe any methods used to examine subgroups and interactions
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(c) Explain how missing data were addressed
(d) Cohort study—If applicable, explain how loss to follow-up was addressed
Case-control study—If applicable, explain how matching of cases and controls was
addressed
Cross-sectional study—If applicable, describe analytical methods taking account of
sampling strategy
(e) Describe any sensitivity analyses
Page 6, 7 and 11
Continued on next page
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Results
Participants 13* (a) Report numbers of individuals at each stage of study—eg numbers potentially eligible,
examined for eligibility, confirmed eligible, included in the study, completing follow-up, and
analysed
(b) Give reasons for non-participation at each stage
(c) Consider use of a flow diagram
Page 8
Descriptive
data
14* (a) Give characteristics of study participants (eg demographic, clinical, social) and information
on exposures and potential confounders
(b) Indicate number of participants with missing data for each variable of interest
(c) Cohort study—Summarise follow-up time (eg, average and total amount)
Page 8
Outcome data 15* Cohort study—Report numbers of outcome events or summary measures over time
Case-control study—Report numbers in each exposure category, or summary measures of
exposure
Cross-sectional study—Report numbers of outcome events or summary measures
Page 8
Main results 16 (a) Give unadjusted estimates and, if applicable, confounder-adjusted estimates and their
precision (eg, 95% confidence interval). Make clear which confounders were adjusted for and
why they were included
(b) Report category boundaries when continuous variables were categorized
(c) If relevant, consider translating estimates of relative risk into absolute risk for a meaningful
time period
Page 8, 9
Other analyses 17 Report other analyses done—eg analyses of subgroups and interactions, and sensitivity
analyses
Page 9, 11
Discussion
Key results 18 Summarise key results with reference to study objectives
Page 10
Limitations 19 Discuss limitations of the study, taking into account sources of potential bias or imprecision.
Discuss both direction and magnitude of any potential bias
Page 10, 11
Interpretation 20 Give a cautious overall interpretation of results considering objectives, limitations, multiplicity
of analyses, results from similar studies, and other relevant evidence
Page 10, 11
Generalisability 21 Discuss the generalisability (external validity) of the study results
Page 11
Other information
Funding 22 Give the source of funding and the role of the funders for the present study and, if applicable,
for the original study on which the present article is based
Page 12
*Give information separately for cases and controls in case-control studies and, if applicable, for exposed and
unexposed groups in cohort and cross-sectional studies.
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Note: An Explanation and Elaboration article discusses each checklist item and gives methodological background and
published examples of transparent reporting. The STROBE checklist is best used in conjunction with this article (freely
available on the Web sites of PLoS Medicine at http://www.plosmedicine.org/, Annals of Internal Medicine at
http://www.annals.org/, and Epidemiology at http://www.epidem.com/). Information on the STROBE Initiative is
available at www.strobe-statement.org.
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