Log on / register
Feedback | Support | My details
 
Open AccessHighly AccessResearch article

The accuracy of symptoms, signs and diagnostic tests in the diagnosis of left ventricular dysfunction in primary care: A diagnostic accuracy systematic review

V Madhok1 email, G Falk2 email, A Rogers1 email, AD Struthers3 email, FM Sullivan1 email and T Fahey1,2 email

1Tayside Centre for General Practice, Division of Community Health Sciences, University of Dundee, Mackenzie Building, Dundee DD2 4BF, UK

2Department of General Practice, Royal College of Surgeons in Ireland, 120 St. Stephen's Green, Dublin 2, Ireland

3Division of Medicine and Therapeutics, University of Dundee, Ninewells Hospital, Dundee DD1 9SY, UK

author email corresponding author email

BMC Family Practice 2008, 9:56doi:10.1186/1471-2296-9-56

The electronic version of this article is the complete one and can be found online at: http://www.biomedcentral.com/1471-2296/9/56

Received: 15 May 2008
Accepted: 8 October 2008
Published: 8 October 2008

© 2008 Madhok et al; licensee BioMed Central Ltd.
This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

Background

To assess the accuracy of findings from the clinical history, symptoms, signs and diagnostic tests (ECG, CXR and natriuretic peptides) in relation to the diagnosis of left ventricular systolic dysfunction (LVSD) in a primary care setting.

Methods

Diagnostic accuracy systematic review, we searched Medline (1966 to March 2008), EMBASE (1988 to March 2008), Central, Cochrane and ZETOC using a diagnostic accuracy search filter. We included cross-sectional or cohort studies that assess the diagnostic utility of clinical history, symptoms, signs and diagnostic tests, against a reference standard of echocardiography. We calculated pooled positive and negative likelihood ratios and assessed heterogeneity using the I2 index.

Results

24 studies incorporating 10,710 patients were included. The median prevalence of LVSD was 29.9% (inter-quartile range 14% to 37%). No item from the clinical history or symptoms provided sufficient diagnostic information to "rule in" or "rule out" LVSD. Displaced apex beat shows a convincing diagnostic effect with a pooled positive likelihood ratio of 16.0 (8.2–30.9) but this finding occurs infrequently in patients. ECG was the most widely studied diagnostic test, the negative likelihood ratio ranging from 0.06 to 0.6. Natriuretic peptide results were strongly heterogeneous, with negative likelihood ratios ranging from 0.02 to 0.80.

Conclusion

Findings from the clinical history and examination are insufficient to "rule in" or "rule out" a diagnosis of LVSD in primary care settings. BNP and ECG measurement appear to have similar diagnostic utility and are most useful in "ruling out" LVSD with a normal test result when the probability of LVSD is in the intermediate range.

Background

Left Ventricular Systolic Dysfunction (LVSD) is a major clinical problem worldwide. In the UK alone it has been estimated that 878,000 people have definite or probable LVSD, with 63,000 new cases annually [1]. A diagnosis of LVSD carries a poor prognosis with 40% of patients dying within a year of first diagnosis. People living with LVSD report a significantly lower quality of life than the general population. The annual cost to the National Health Service attributable to LVSD has been estimated at around £625 million [1].

The European Society of Cardiology (ESC) state that there is no exclusive definition of Heart Failure although it is recognised as a syndrome in which abnormal cardiac function is a cause for the heart being unable to pump blood at the rate required to meet the needs of the metabolizing tissues [2]. LVSD is one possible reason for heat failure characterised by compromised ventricular function leading to a variety of symptoms such as fatigue, breathlessness, and oedema. The ESC has proposed that the diagnosis of LVSD depends on the presence of some or all of these symptoms along with objective evidence of cardiac dysfunction at rest [2]. Accurate diagnosis of LVSD with echocardiography is important for two reasons: firstly to determine the underlying cause of heart failure-broadly LVSD, valve disease, or diastolic dysfunction of the left ventricle (heart failure with preserved systolic function); and secondly to initiate treatments to alleviate symptoms, delay progression and improve prognosis [3].

National and international guidelines on the diagnosis and management of LVSD have been published, [2-4] and current diagnostic algorithms support a structured pathway of history, examination, and diagnostic testing with brain natriuretic peptide (BNP) and electrocardiogram (ECG) as part of the initial diagnostic assessment by family physicians (GPs) [3]. As access to echocardiography services is limited by the availability of equipment and appropriately trained personnel, this approach is likely to remain the most cost effective way of diagnosing LVSD in the community [5].

Previous reviews have sought to assess the diagnostic test accuracy of BNP or ECG measurement in primary care or the accident and emergency environments [6-14]. However, these studies assessed BNP and ECG testing in isolation; not in the context of initial presentation (symptom and signs) and the incremental diagnostic value of BNP or ECG measurement for risk-stratifying patients in terms of onward referral for echocardiography.

The aim of this systematic review and meta-analysis is to identify diagnostic accuracy studies based in primary care that evaluate both individual symptoms and signs, BNP and ECG measurement in patients presenting with suspected LVSD, as a means of evaluating and quantifying diagnostic algorithms for suspected LVSD in primary care.

Methods

We followed the recommended methods of the Cochrane Diagnostic Accuracy Group for systematic reviews of Diagnostic tests [15]. A search strategy was devised taking into account existing filters that identify diagnostic accuracy studies (Additional file 1) [16]. The following were searched: MEDLINE (1966 to March 2008), EMBASE (1988 to March 2008), CENTRAL, and ZETOC (conference proceedings). Additionally, AR searched the bibliographies of all relevant retrieved papers. No restrictions were placed on language of publication or publication status.

Additional file 1. Table 1. Search Strategy

Format: DOC Size: 79KB Download file

This file can be viewed with: Microsoft Word Viewer

Study Selection

Inclusion criteria were as follows:

• Population: study participants must have been recruited from a community or primary care setting and have symptoms suggestive of LVSD. Screening studies in asymptomatic patients were excluded as were case control studies in which control patients were compared with patients with previously established LVSD.

• Study design and reference standard: studies should assess diagnostic accuracy by means of cross sectional study and application of echocardiography as the reference standard test.

• Index tests: studies must assess the value of symptoms, signs, ECG, Chest X ray (CXR) and/or natriuretic peptides in diagnosing LVSD.

• Outcome measures: studies must report data that will allow 2 × 2 table construction for the assessment of diagnostic accuracy for individual symptoms, signs or diagnostic tests.

Three reviewers (VM, AR, and GF) independently reviewed the titles and/or abstracts of retrieved citations. The full text of potentially relevant studies were retrieved and reviewed. Disagreements were resolved by consensus or by consultation with a fourth reviewer (TF). We independently assessed the quality of each study and extracted data to construct a 2 × 2 table for each symptom, sign or diagnostic test.

Assessment of Study Quality

The QUADAS quality assessment tool was modified alongside a quality assessment tool for clinical prediction rules to produce a seven-point quality assessment score for each included study [17,18]. Any disagreement on study quality was resolved by consensus with a third reviewer (TF).

Data Extraction

Two independent reviewers extracted data onto a spreadsheet for the construction of 2 × 2 tables.

Quantitative data synthesis

Meta-DiSc 1.2 software was used to analyse the extracted data [19]. We calculated positive and negative likelihood ratios for each study, with random methods used in the analysis. Heterogeneity was assessed using the I2 index [20], where I2 ≤ 50% studies were considered to be sufficiently homogeneous to allow pooling and produce a summary estimate of diagnostic test accuracy. In situations of significant between-study heterogeneity the range of positive and negative likelihood ratios are presented [21].

Results

We identified 15,065 potentially relevant articles. After scanning titles and abstracts, we retrieved the full text of 70 articles for further evaluation. Twenty-four studies met our inclusion criteria and were included in the final analysis (Figure 1) [22-45]. Reasons for exclusion of studies (n = 46) included, incorrect study design, population derived from duplicate publication, and population included patients previously diagnosed with LVSD.

thumbnailFigure 1. Flow of studies through review process.

Characteristics of studies

All included studies were cross-sectional in design and were conducted in a primary or ambulatory care setting (Additional file 2). Of the 10,710 patients with symptoms or signs of LVSD, the median prevalence of LVSD was 29.9% (inter-quartile range 14% to 37%). One study also included patients considered to be at high risk of LVSD on the basis of previous clinical history [42]. None of the studies included patients with previous echocardiographic diagnosis of LVSD. Of the included studies, five assessed the diagnostic usefulness of various symptoms and signs, ten assessed ECGs and fourteen assessed one or more of the natriuretic peptides.

Additional file 2. Table 2. Characteristics of study.

Format: DOC Size: 289KB Download file

This file can be viewed with: Microsoft Word Viewer

Quality of included studies

The overall quality of included studies is summarized in Additional file 3. Adequate description and inclusion of important predictors (symptoms, signs and diagnostic tests) occurred in half of the included studies. Similarly absence of blinding between index test (symptom, sign or diagnostic test) and reference standard test occurred in half of the included studies.

Additional file 3. Table 3. Methodological standards for studies.

Format: DOC Size: 125KB Download file

This file can be viewed with: Microsoft Word Viewer

Definition of predictors of LVSD

A variety of definitions of ECG abnormality were used. In two studies, ECGs were interpreted by GPs, and in the remaining studies interpretation was by secondary care physicians. Four studies did not explicitly describe criteria for deciding whether an ECG was abnormal. The remainder used a variable number of features such as evidence of previous MI, left ventricular hypertrophy and bundle branch block. One of the studies assessing chest x ray used only a cardiothoracic ratio greater than 0.5 as an indicator of abnormality. The other study used the presence of either pulmonary oedema or cardiomegaly, neither of which was objectively quantified. The cut-off points for natriuretic peptides had wide variability, and were chosen for differing reasons. In some studies the test manufacturer's recommended cut-off was used, and in others it was chosen to give optimum test performance in their study. BNP cut-offs varied from 10 pg/mL (2.89 pmol/L) to 100 pg/mL (28.9 pmol/L) (median 38.51 pg/mL (11.13 pmol/L)). Where studies reported results for more than one cut-off point, we included only the cut-off closest to the median. NTproBNP cut-offs ranged from 92.77 pg/mL (10.97 pmol/L) to 449.07 pg/mL (53.1 pmol/L) (median 146.73 pg/mL (17.35 pmol/L)). Where multiple cut points were reported we used only the cut-off closest to the median. The two studies assessing NTproANP chose cut-offs of 537.6 pmol/L and 0.8 nmol/L.

Definition of reference standard test

All studies used a reference standard of echocardiography. In four studies the Echocardiogram was assessed on a purely qualitative basis. Four other studies used the European Society of Cardiology (ESC) guidelines for LVSD, which combine symptoms of LVSD with objective evidence of cardiac dysfunction at rest [2]. The most commonly reported quantitative measurement of cardiac function was ejection fraction. Twelve studies explicitly used ejection fraction as a measure of cardiac function with cut-offs ranging from 35% to 50% (median 40%). The ESC guidelines suggest that an ejection fraction < 40%, implies abnormal systolic function [2].

Diagnostic value of symptoms, signs and diagnostic tests

The diagnostic value from the clinical history (four items), symptom (four items), clinical signs (five items) and available diagnostic tests are summarized in Additional file 4. No item from the clinical history or symptoms provided sufficient diagnostic information to rule in or rule out LVSD. Of the clinical signs assessed, displaced apex beat shows a convincing diagnostic effect with a pooled positive likelihood ratio of 16.0 (8.2–30.9), but this was based on findings from only two studies. The presence of a third heart sound shows a wide range of positive likelihood ratios (1.6 to 32.4) as does the presence of a raised jugular venous pulse (2.7 to 7.4) The range of positive likelihood ratios for peripheral oedema (0.96 to 1.48) suggests that this is an uninformative clinical sign (Additional file 4)

Additional file 4. Table 4. Clinical values

Format: DOC Size: 77KB Download file

This file can be viewed with: Microsoft Word Viewer

In terms of diagnostic tests, chest radiography appears to be uninformative with positive likelihood ratios in two studies being 1.2 and 1.7. ECG was the most widely studied diagnostic test, the negative likelihood ratio ranging from 0.06 to 0.76 (Additional file 4). Two studies did report on the combination of ECG and a positive history of myocardial infarction with a pooled positive likelihood ratio of 2.8.

Not unexpectedly, given the wide variation in diagnostic threshold, BNP results were strongly heterogeneous, with negative likelihood ratios ranging from 0.02 to 0.80. Similarly, NTproANP and NTproBNP both had high heterogeneity with a broad range of reported negative likelihood ratios (Additional file 4).

Discussion

This diagnostic accuracy systematic review of LVSD shows that the diagnostic value of single items from the clinical history or symptoms in patients presenting to their family practitioner is modest. Likelihood ratios for some clinical signs-raised JVP, displaced apex beat and third heart sound, appear to be more diagnostically useful in ruling in LVSD but are based on a small number of studies in which the prevalence of these clinical signs is low. It is likely these florid clinical signs occur in patients for whom there is little diagnostic uncertainty concerning LVSD compared to the more typical range of patients whose diagnosis needs to be established in routine clinical practice in primary care. Patients with a history of prior MI are likely to be a more diagnostically useful group in terms of probability of LVSD (Additional file 4). These findings highlight the challenges of evaluating the diagnostic utility of items from clinical history and examination in primary care. "Ruling in" or "ruling out" a diagnosis of LVSD on clinical grounds is not likely to be possible. Insufficient evidence exists to determine whether combinations of signs and symptoms are more diagnostically useful.

Addition of near patient diagnostic tests does have value in terms of "ruling out" the probability of LVSD. ECG and BNP testing both appear to provide important diagnostic information when they are negative in "ruling out" the presence of LVSD. The nomogram in Figure 2 quantifies the importance of these diagnostic tests in the context of the prior probability/prevalence of LVSD. In situations where the prior prevalence of LVSD is 30%, a figure that matches the median prevalence in the included studies in this diagnostic accuracy review, a negative ECG or BNP lowers the post-test probability of LVSD to 10%. In these situations, pursuit of alternative diagnosis or a watchful waiting (rather than referral) strategy would seem to be a cost effective and clinically appropriate approach [46].

thumbnailFigure 2. Normogram showing diagnostic utility.

The results of this review are consistent with previously published research in relation to diagnostic testing for LVSD in terms of BNP measurement [10-12,14]. This review shows that the diagnostic value of ECG measurement appears to be equivalent to BNP – most useful as a "ruling out" test in situations of low to intermediate pre-test probability (Figure 2). Furthermore, including the diagnostic values of clinical history findings, symptoms and signs more accurately reflects the diagnostic approach of clinical practice, where the probability of the target disorder – in this case LVSD – is revised with additional information from the clinical history, along with the presence or absence of symptoms and signs in an individual patient [47].

The significant heterogeneity between many of the included studies is not unusual in terms of diagnostic accuracy systematic reviews [47], reflecting differences in the definitions used in the reference standard echocardiograms in relation to LVSD, different cut-points for natriuretic peptide measurement and differences in the definition of "abnormal" ECG findings (Additional file 2). Despite these shortcomings, a consistent finding is that the likelihood ratios for individual features from the clinical history and examination are modest, and are not likely to produce definitive revisions in the probability of LVSD alone. The findings from this systematic review also support the sequential diagnostic algorithm recommended in clinical guidelines for heart failure [4,48]. Our findings would also support a more quantified approach to the diagnosis of LVSD, which could be incorporated into a computer-based clinical decision support system [49].

Future studies will need to address the incremental value of combined findings from the clinical history and examination. The relative value of BNP or ECG measurement is likely to relate to issues of experience and training of family doctors in ECG interpretation, which can be variable [5,50]. Future studies should also incorporate cost effectiveness data in relation to alternative diagnostic testing, particularly in relation to determining other structural abnormalities such as valvular disease and left ventricular hypertrophy [51]. Lastly, as evidence accumulates in relation to the strong prognostic role of natriuretic peptides in patients with heart failure [52,53], questions about the definition and value of the diagnostic label of heart failure has arisen using echocardiography as a reference standard [54]. However, the randomised trial evidence for therapeutic interventions are based on studies that use echocardiographic left ventricular ejection fraction as an entry criteria [55]. Future diagnostic accuracy studies may wish to consider use of supplementary or alternative reference standards in conjunction with echocardiography and follow up patients to assess their longer term outcome [53].

Conclusion

In conclusion, this diagnostic accuracy systematic review shows that findings from the clinical history and examination are insufficient to "rule in" or "rule out" a diagnosis of LVSD. BNP and ECG measurement appear to have similar diagnostic utility and are most useful in "ruling out" LVSD with a normal test result when the probability of LVSD is in the intermediate range. Future studies should assess the combined value of clinical findings and diagnostic testing in primary care.

Competing interests

ADS is a consultant to Stirling Medical who manufacture diagnostic BNP products. All other authors declare no conflict of interest.

Authors' contributions

VM, GF and AR all contributed to searching for studies, summarizing included studies and extracting relevant data. VM and GF were responsible for data analysis supported by TF, ADS and FMS. TF, ADS and FMS conceived and designed the study. AR, VM, GF and TF helped to draft the manuscript. All authors read and approved the final manuscript.

Acknowledgements

GF was supported by the Irish College of General Practitioners and the HRB Centre for Primary Care Research; AR was supported by the NHS Education for Scotland as an Academic General Practitioner Registrar. We would particularly like to thank Professor Hess and Dr Aspromonte for providing us with additional information from their studies.

References

  1. Petersen S, Rayner M, Wolstenholme J: Coronary heart disease statistics: LVSD supplement. London: British Heart Foundation; 2002. OpenURL

  2. Remme WJ, Swedberg K: Guidelines for the diagnosis and treatment of chronic heart failure.

    Eur Heart J 2001, 22(17):1527-60. PubMed Abstract | Publisher Full Text OpenURL

  3. Network SIGN: Management of chronic heart failure. In A National Clinical Guideline. Edinburgh: SIGN; 2007. OpenURL

  4. Anonymous: Management of Chronic LVSD in adults in primary and secondary care. Clinical Guideline. NICE. London: National Institute for Clinical Excellence; 2003. OpenURL

  5. Craig J, Bradbury I, Cummins E, Downie S, Foster L, Stout A: The use of B-type natriuretic peptides (BNP and NT-proBNT) in the investigation of patients with suspect heart failure. In Health Technology Assessment report 6. Edinburgh: NHS Quality Improvement Scotland; 2004. OpenURL

  6. Badgett RG, Lucey CR, Mulrow CD: Can the clinical examination diagnose left-sided heart failure in adults?

    JAMA 1997, 277(21):1712-9. PubMed Abstract | Publisher Full Text OpenURL

  7. Khunti K, Baker R, Grimshaw G: Diagnosis of patients with chronic heart failure in primary care: usefulness of history, examination, and investigations.

    Br J Gen Pract 2000, 50(450):50-4. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  8. Khunti K, Squire I, Abrams KR, Sutton AJ: Accuracy of a 12-lead electrocardiogram in screening patients with suspected heart failure for open access echocardiography: a systematic review and meta-analysis.

    Eur J Heart Fail 2004, 6(5):571-6. PubMed Abstract | Publisher Full Text OpenURL

  9. Mair FS, Lloyd-Williams F: Evaluation of suspected left ventricular systolic dysfunction.

    J Fam Pract 2002, 51(5):466-71. PubMed Abstract OpenURL

  10. Davenport C, Cheng EY, Kwok YT, Lai AH, Wakabayashi T, Hyde C, et al.: Assessing the diagnostic test accuracy of natriuretic peptides and ECG in the diagnosis of left ventricular systolic dysfunction: a systematic review and meta-analysis.

    Br J Gen Pract 2006, 56(522):48-56. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  11. Hill SA, Balion CM, Santaguida P, McQueen MJ, Ismaila AS, Reichert SM, et al.: Evidence for the use of B-type natriuretic peptides for screening asymptomatic populations and for diagnosis in primary care.

    Clinical Biochemistry, in press. PubMed Abstract OpenURL

    Corrected Proof.

  12. Battaglia M, Pewsner D, Juni P, Egger M, Bucher HC, Bachmann LM: Accuracy of B-Type Natriuretic Peptide Tests to Exclude Congestive Heart Failure: Systematic Review of Test Accuracy Studies.

    Arch Intern Med 2006, 166(10):1073-1080. PubMed Abstract | Publisher Full Text OpenURL

  13. Wang CS, FitzGerald JM, Schulzer M, Mak E, Ayas NT: Does This Dyspneic Patient in the Emergency Department Have Congestive Heart Failure?

    JAMA 2005, 294(15):1944-1956. PubMed Abstract | Publisher Full Text OpenURL

  14. Doust JA, Glasziou PP, Pietrzak E, Dobson AJ: A Systematic Review of the Diagnostic Accuracy of Natriuretic Peptides for Heart Failure.

    Arch Intern Med 2004, 164(18):1978-1984. PubMed Abstract | Publisher Full Text OpenURL

  15. Anonymous [http://srdta.cochrane.org/en/authors.html] webcite

    OpenURL

  16. Haynes RB, Wilczynski NL: Optimal search strategies for retrieving scientifically strong studies of diagnosis from Medline: analytical survey.

    BMJ 2004, 328(7447):1040. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  17. Whiting P, Rutjes AW, Reitsma JB, Bossuyt PM, Kleijnen J: The development of QUADAS: a tool for the quality assessment of studies of diagnostic accuracy included in systematic reviews.

    BMC Med Res Methodol 2003, 3:25. PubMed Abstract | BioMed Central Full Text | PubMed Central Full Text OpenURL

  18. Laupacis A, Sekar N, Stiell IG: Clinical prediction rules. A review and suggested modifications of methodological standards.

    JAMA 1997, 277(6):488-94. PubMed Abstract | Publisher Full Text OpenURL

  19. Zamora J, Abraira V, Muriel A, Khan K, Coomarasamy A: Meta-DiSc: a software for meta-analysis of test accuracy data.

    BMC Med Res Methodol 2006, 6:31. PubMed Abstract | BioMed Central Full Text | PubMed Central Full Text OpenURL

  20. Higgins JP, Thompson SG, Deeks JJ, Altman DG: Measuring inconsistency in meta-analyses.

    Bmj 2003, 327(7414):557-60. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  21. Deeks JJ: Systematic reviews in health care: Systematic reviews of evaluations of diagnostic and screening tests.

    Bmj 2001, 323(7305):157-62. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  22. Alehagen U, Lindstedt G, Eriksson H, Dahlstrom U: Utility of the amino-terminal fragment of pro-brain natriuretic peptide in plasma for the evaluation of cardiac dysfunction in elderly patients in primary health care.

    Clin Chem 2003, 49(8):1337-46. PubMed Abstract | Publisher Full Text OpenURL

  23. Aspromonte N, Ceci V, Chiera A, Coletta C, D'Eri A, Feola M, et al.: Rapid brain natriuretic peptide test and Doppler echocardiography for early diagnosis of mild heart failure.

    Clin Chem 2006, 52(9):1802-8. PubMed Abstract | Publisher Full Text OpenURL

  24. Atisha D, Bhalla MA, Morrison LK, Felicio L, Clopton P, Gardetto N, et al.: A prospective study in search of an optimal B-natriuretic peptide level to screen patients for cardiac dysfunction.

    Am Heart J 2004, 148(3):518-23. PubMed Abstract | Publisher Full Text OpenURL

  25. Cowie MR, Struthers AD, Wood DA, Coats AJ, Thompson SG, Poole-Wilson PA, et al.: Value of natriuretic peptides in assessment of patients with possible new heart failure in primary care.

    Lancet 1997, 350(9088):1349-53. PubMed Abstract | Publisher Full Text OpenURL

  26. Davie AP, Francis CM, Love MP, Caruana L, Starkey IR, Shaw TR, et al.: Value of the electrocardiogram in identifying heart failure due to left ventricular systolic dysfunction.

    BMJ 1996, 312(7025):222. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  27. Davie AP, Francis CM, Caruana L, Sutherland GR, McMurray JJ: Assessing diagnosis in heart failure: which features are any use?

    QJM 1997, 90(5):335-9. PubMed Abstract | Publisher Full Text OpenURL

  28. Fahey T, Jeyaseelan S, McCowan C, Carr E, Goudie B, Pringle S, et al.: Diagnosis of left ventricular systolic dysfunction (LVSD): development and validation of a clinical prediction rule in primary care.

    Fam Pract 2007. OpenURL

  29. Fox KF, Cowie MR, Wood DA, Coats AJ, Poole-Wilson PA, Sutton GC: A Rapid Access Heart Failure Clinic provides a prompt diagnosis and appropriate management of new heart failure presenting in the community.

    Eur J Heart Fail 2000, 2(4):423-9. PubMed Abstract | Publisher Full Text OpenURL

  30. Fuat A, Murphy JJ, Hungin AP, Curry J, Mehrzad AA, Hetherington A, et al.: The diagnostic accuracy and utility of a B-type natriuretic peptide test in a community population of patients with suspected heart failure.

    Br J Gen Pract 2006, 56(526):327-33. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  31. Gustafsson F, Badskjaer J, Steensgaard-Hansen F, Poulsen AH, Hildebrandt P: Value of N-Terminal proBNP in the Diagnosis of Left Ventricular Systolic Dysfunction in Primary Care Patients Referred for Echocardiography.

    Heart Drug 2003, 3(3):141-146. PubMed Abstract | Publisher Full Text OpenURL

  32. Hess G, Moecks J, Zdunek D: N-Terminal-proBNP (NT-proBNP) as an indicator of cardiac dysfunction. A study in patients presenting with suspected cardiac disorders.

    Z Kardiol 2005, 94(4):247-54. PubMed Abstract | Publisher Full Text OpenURL

  33. Hobbs FD, Davis RC, Roalfe AK, Hare R, Davies MK, Kenkre JE: Reliability of N-terminal pro-brain natriuretic peptide assay in diagnosis of heart failure: cohort study in representative and high risk community populations.

    Bmj 2002, 324(7352):1498. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  34. Houghton AR, Sparrow NJ, Toms E, Cowley AJ: Should general practitioners use the electrocardiogram to select patients with suspected heart failure for echocardiography?

    Int J Cardiol 1997, 62(1):31-6. PubMed Abstract | Publisher Full Text OpenURL

  35. Landray MJ, Lehman R, Arnold I: Measuring brain natriuretic peptide in suspected left ventricular systolic dysfunction in general practice: cross-sectional study.

    Bmj 2000, 320(7240):985-6. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  36. Lim TK, Collinson PO, Celik E, Gaze D, Senior R: Value of primary care electrocardiography for the prediction of left ventricular systolic dysfunction in patients with suspected heart failure.

    Int J Cardiol 2007, 115(1):73-4. PubMed Abstract | Publisher Full Text OpenURL

  37. Lindsay MM, Goodfield NE, Hogg KJ, Dunn FG: Optimising direct access ECHO referral in suspected heart failure.

    Scott Med J 2000, 45(2):43-4. PubMed Abstract OpenURL

  38. Misuraca G, Serafini O, Caporale R, Battista F, Plastina F: [Diagnosis of heart failure in general medicine: role of cerebral natriuretic peptide. Results of a pilot study of a population sample from Calabria].

    Ital Heart J Suppl 2002, 3(9):928-32. PubMed Abstract OpenURL

  39. Nielsen OW, Hansen JF, Hilden J, Larsen CT, Svanegaard J: Risk assessment of left ventricular systolic dysfunction in primary care: cross sectional study evaluating a range of diagnostic tests.

    Bmj 2000, 320(7229):220-4. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  40. Shah S, Davies MK, Cartwright D, Nightingale P: Management of chronic heart failure in the community: role of a hospital based open access heart failure service.

    Heart 2004, 90(7):755-9. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  41. Sim V, Hampton D, Phillips C, Lo SN, Vasishta S, Davies J, et al.: The use of brain natriuretic peptide as a screening test for left ventricular systolic dysfunction- cost-effectiveness in relation to open access echocardiography.

    Fam Pract 2003, 20(5):570-4. PubMed Abstract | Publisher Full Text OpenURL

  42. Sparrow N, Adlam D, Cowley A, Hampton JR: The diagnosis of heart failure in general practice: implications for the UK National Service Framework.

    Eur J Heart Fail 2003, 5(3):349-54. PubMed Abstract | Publisher Full Text OpenURL

  43. Turley AJ, Roberts AP, Davies A, Rowell N, Drury J, Smith RH, et al.: NT-proBNP and the diagnosis of left ventricular systolic dysfunction within two acute NHS trust catchment areas: the initial Teesside experience.

    Postgrad Med J 2007, 83(977):206-8. PubMed Abstract | Publisher Full Text OpenURL

  44. Yamamoto K, Burnett JC Jr, Bermudez EA, Jougasaki M, Bailey KR, Redfield MM: Clinical criteria and biochemical markers for the detection of systolic dysfunction.

    J Card Fail 2000, 6(3):194-200. PubMed Abstract | Publisher Full Text OpenURL

  45. Zaphiriou A, Robb S, Murray-Thomas T, Mendez G, Fox K, McDonagh T, et al.: The diagnostic accuracy of plasma BNP and NTproBNP in patients referred from primary care with suspected heart failure: results of the UK natriuretic peptide study.

    Eur J Heart Fail 2005, 7(4):537-41. PubMed Abstract | Publisher Full Text OpenURL

  46. McCowan C, Fahey T: Diagnosis and diagnostic testing in primary care.

    Br J Gen Pract 2006, 56(526):323-4. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  47. Knottnerus J, editor: The Evidence Base of Clinical Diagnosis. BMJ Books; 2002. OpenURL

  48. Anonymous: Management of chronic heart failure: a national clinincal guideline. Edinburgh: Scottish Intercollegiate Guidelines Network; 2007. OpenURL

  49. Garg AX, Adhikari NK, McDonald H, Rosas-Arellano MP, Devereaux PJ, Beyene J, et al.: Effects of computerized clinical decision support systems on practitioner performance and patient outcomes: a systematic review.

    JAMA 2005, 293(10):1223-38. PubMed Abstract | Publisher Full Text OpenURL

  50. Goudie BM, Jarvis RI, Donnan PT, Sullivan FM, Pringle SD, Jeyaseelan S, et al.: Screening for left ventricular systolic dysfunction using GP-reported ECGs.

    Br J Gen Pract 2007, 57(536):191-5. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  51. Jeyaseelan S, Goudie BM, Pringle SD, Donnan PT, Sullivan FM, Struthers AD: A critical re-appraisal of different ways of selecting ambulatory patients with suspected heart failure for echocardiography.

    Eur J Heart Fail 2007, 9(1):55-61. PubMed Abstract | Publisher Full Text OpenURL

  52. Doust JA, Pietrzak E, Dobson A, Glasziou P: How well does B-type natriuretic peptide predict death and cardiac events in patients with heart failure: systematic review.

    BMJ 2005, 330(7492):625. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  53. Alehagen U, Lindstedt G, Levin LA, Dahlstrom U: Risk of cardiovascular death in elderly patients with possible heart failure. B-type natriuretic peptide (BNP) and the aminoterminal fragment of ProBNP (N-terminal proBNP) as prognostic indicators in a 6-year follow-up of a primary care population.

    Int J Cardiol 2005, 100(1):125-33. PubMed Abstract | Publisher Full Text OpenURL

  54. Lehman R, Doust J, Glasziou P: Cardiac impairment or heart failure?

    BMJ 2005, 331(7514):415-6. PubMed Abstract | Publisher Full Text | PubMed Central Full Text OpenURL

  55. Cleland JC, Goode K: Natriuretic peptides for heart failure. Fashionable? Useful? Necessary?

    Eur J Heart Fail 2004, 6(3):253-5. PubMed Abstract | Publisher Full Text OpenURL

Pre-publication history

The pre-publication history for this paper can be accessed here:

http://www.biomedcentral.com/1471-2296/9/56/prepub

Have something to say? Post a comment on this article!


© 1999-2009 BioMed Central Ltd unless otherwise stated. Part of Springer Science+Business Media.