|SYSTEMATIC REVIEW & META-ANALYSIS
|Year : 2011 | Volume
| Issue : 3 | Page : 270-280
PCR versus serology for diagnosing Mycoplasma pneumoniae infection: A systematic review & meta-analysis
Lei Zhang1, Zhi-Yong Zong2, Yan-Bin Liu1, Hui Ye1, Xiao-Ju Lv2
1 Center of Infectious Disease, West China Hospital, Sichuan University, Sichuan, PR, China
2 Center of Infectious Disease, West China Hospital, Sichuan University, Sichuan, PR;State Key Laboratory of Biotherapy, Sichuan University, Sichuan, PR, China
|Date of Submission||01-Apr-2010|
|Date of Web Publication||30-Sep-2011|
Centre of Infectious Disease, West China Hospital, Sichuan University, Chengdu, Sichuan 610 041, PR
Source of Support: None, Conflict of Interest: None
| Abstract|| |
Background & objectives : Diagnosis for Mycoplasma pneumoniae usually relies on serological tests. PCR technology has some advantages but also limitations. The optimal selection for these tests still needs discussion. This paper reviews the overall diagnostic accuracy of PCR versus serological assays for diagnosis of M. pneumoniae infections and to identify factors associated with heterogeneity of results.
Methods : MEDLINE and Embase databases were searched. Articles meeting the selection criteria were retrieved for data collection and analysis. Studies were assessed for methodological quality using QUADAS. Hierarchial summary receiver operating characteristic (HSROC) model was used to estimate summary ROC curve.
Results : Initial meta-analysis showed a summary estimate of sensitivity (SEN) 0.62 (95% CI, 0.45-0.76), and specificity (SPE) 0.96 (95% CI, 0.93-0.98). Subgroup analyses were performed to identify factors associated with heterogeneity. For different gene targets, reference standards, subjects (children or adults) and different PCR types, these aspects can generate results of heterogeneity. The 16s rDNA target and adult subjects and real-time PCR may have better test results for PCR.
Interpretation & conclusions : Commercial PCR tests generated consistent results with high specificity but a lower and more variable sensitivity. The findings suggest commercial PCR tests having superiorities in diagnosing M. pneumoniae infections but still cannot replace serology. PCR plus serology could be good screening tests for reliable and accurate diagnosis of M. pneumoniae.
Keywords: Diagnosis - meta-analysis - Mycoplasma pneumoniae - PCR - serology - systematic review
|How to cite this article:|
Zhang L, Zong ZY, Liu YB, Ye H, Lv XJ. PCR versus serology for diagnosing Mycoplasma pneumoniae infection: A systematic review & meta-analysis. Indian J Med Res 2011;134:270-80
|How to cite this URL:|
Zhang L, Zong ZY, Liu YB, Ye H, Lv XJ. PCR versus serology for diagnosing Mycoplasma pneumoniae infection: A systematic review & meta-analysis. Indian J Med Res [serial online] 2011 [cited 2016 Dec 3];134:270-80. Available from: http://www.ijmr.org.in/text.asp?2011/134/3/270/85553
Mycoplasma pneumoniae is a common cause of respiratory infections in humans. Although it is usually associated with mild acute respiratory infections such as sore throat, pharyngitis, rhinitis and tracheobronchitis, it can also cause more critical infections including pneumonia or lung abscess. M. pneumoniae is known to be responsible for 10 to 30 per cent of community-acquired pneumonia (CAP) cases and is also associated with acute exacerbations of asthma ,, and chronic obstructive pulmonary disease (COPD)  , and even causing community outbreaks similar to influenza  .
Correct and rapid diagnosis of M. pneumoniae infections is critical to initiate appropriate antibiotic treatment. Since it is impossible to diagnose this disease merely based on clinical signs and symptoms, therefore, laboratory test for detecting M. pneumoniae is particularly important. As it grows slowly (requiring 2 to 5 wk for colonies to become visible), culture is time-consuming  . Serological assays are most widely used. But sensitivity of these assays depends on whether the first serum sample is collected early or late after the onset of disease and on the availability of paired serum samples collected with an interval of 2 to 3 wk. Immunoglobulin M (IgM) assays that are more sensitive than the complement fixation (CF) test have been developed, but the IgM response may be nonspecific  or absent, particularly in adults  . Hybridization with DNA probes proposed as a rapid and specific procedure to replace culture, lacks sensitivity  . Nucleic acid ampliﬁcation techniques (NAATs) have the potential to generate rapid, sensitive and speciﬁc results, but proper validation and standardization are often lacking, and quality control studies have revealed frequent deﬁciencies resulting in both false negative and false positive results. Although studies have reported the NAATs (mainly refer to PCR tests) have high sensitivity and specificity and have been widely used clinically, these may not be available in some small hospitals especially in countries and regions of limited resources (mainly in the developing countries). The serology assays are still commonly used. Therefore, we performed this systematic review and meta-analysis to conclude the overall accuracy of PCR versus serology for diagnosing M. pneumoniae infections and to identify factors associated with inter-studies heterogeneity of results. We also attempted to make a suggestion for the early arrangement of screening tests.
| Material and Methods|| |
Search strategy and selection criteria: Two electronic databases were searched, MEDLINE (January 1985 to September 2009) and Embase (January 1988 to September 2009), with the following search terms: (i) PCR OR polymerase chain reaction OR nucleic acid amplification technique, OR direct amplification test OR ligase chain reaction OR molecular diagnostic technique; (ii) serologic test OR serological test, OR serodiagnose, OR immunological tests, OR Mycoplasma pneumoniae detection; (iii) diagnosis, OR diagnostic accuracy, OR (sensitivity and specificity) OR predictive value, and (iv) Mycoplasma pneumoniae infection OR Mycoplasma pneumoniae pneumonia. All the above were used. For included studies, citation searches and reference lists were screened.
Selection criteria were (i) Diagnostic accuracy studies that compared PCR tests with serological assays for M. pneumoniae infections; (ii) Reference standard: serological assays incorporating Mp-IgM/IgG/IgA; (iii) Outcome measures: those generated data to construct a 2·2 table for calculating the sensitivity, specificity and likelihood ratios; and (iv) Case-control studies with a sample size of 50 patients or above who provided sera 14 days before receiving antibiotics.
Study selection: The first two authors independently screened citations retrieved from all sources for relevance. Screening of full-text articles using pre-specified selection criteria was carried out by first four authors and checked by the last author. Disagreements were resolved by discussion.
Data extraction and quality assessment: A data extraction form was used for collecting data. Data retrieved from the reports included methodological quality, participant characteristics, test methods and outcome data. The outcome data for 2Χ2 table were obtained from the original reports directly or through calculation.
The quality of the studies included was assessed using a subset of criteria from the QUADAS tool (UK and Netherland), which was developed as a validated tool for diagnostic studies  . Data extraction and quality assessment were carried out by the first author (LZ) and checked by the other.
Statistical analysis: A hierarchical summary receiver operating characteristic (HSROC) curve model was used to summarize the paired sensitivity and specificity estimates instead of the traditional SROC model, as the traditional model has its limitations ,, . The HSROC model has several advantages as (i) it assumes an explicit formula linking sensitivity and specificity through a threshold; (ii) it accounts for the variability across studies; (iii) it can be used to estimate summaries of the data considering the threshold effects; (iv) it includes a summary ROC curve and average values of accuracy measures with confidence regions  ; and (v) takes into account unmeasured heterogeneity between studies using random effects  . A bivariate random effects model of sensitivity and specificity was also used to calculate this pair of performance measures  .
Since variability of results among different studies is expected, an investigation of heterogeneity is necessary for the meta-analysis of diagnostic tests. Stratified (subgroup) analyses were also used for variations in many aspects. Sensitivity analysis was done and publication bias was also preliminarily assessed by Deeks' funnel plot asymmetry test  .
All the analyses were done using the softwares STATA version 11.0 (Stata Corporation, TX, USA) and Review Manager (RevMan) version 5.0. (Copenhagen The Nordic Cochrane Centre, The Cochrane Collaboration, 2008)
| Results|| |
Selection process of studies is outlined in [Figure 1]. A total of 14 studies ,,,,,,,,,,,,, were included with the characteristics of these studies listed in [Table 1].
Assessment of study quality: All studies included used the case-control design, five (36%) of which enrolled both children and adults with respiratory tract infections (RTI), Seven (50%) enrolled only children with CAP (n=4) or RTI (n=2) or asthma (n=1), and two (14%) only enrolled adults with CAP. Most studies (n=9, 64%) used IgM/IgG as the serology reference standard and the remaining four (36%) employed IgM/IgG/IgA (except 1 used IgM). In all 14 studies, the templates for PCR were from respiratory samples. For the target sequence, nine studies (64%) used P1 gene and the remaining five (36%) used the 16s rDNA or other (not reported) [Table 1]. None of these studies reported blinded interpretation of test results.
Meta-analysis and overall diagnostic accuracy: Initial meta-analysis results included all 14 studies [Figure 2]. The overall diagnostic accuracy was 0.62 (95% CI 0.45, 0.76) by sensitivity (SEN) and 0.96 (0.93, 0.98) by specificity (SPE). Almost all studies showed nearly perfect specificity estimates. In contrast, sensitivity estimates were lower and more variable (range 0.12 -0.93). The χ2 test for heterogeneity showed very low P values (<0.001) that may suggest a substantial heterogeneity. So the bivariate box plot was used [Figure 3] which describes the degree of interdependence of sensitivity with specificity including the central location and identification of any outliers. The inner oval represents the median distribution of the data points and the outer oval represents the 95 per cent confidence bound. This demonstrates a skewness of the test performance measures towards a higher specificity with relative lower sensitivity, providing indirect evidence of some threshold variability. Most studies cluster within the median distribution with 4 outliers, suggesting some studies with heterogeneity. The HSROC curve further explained the summary point estimate [Figure 4], the area under the curve (AUROC) was 0.94 (0.91, 0.96), suggesting a relative high accuracy .
|Figure 2: Forest plot (shows initial meta-analysis results included all 14 studies).|
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|Figure 3: Bivariate boxplot with most studies clustering within the median distribution and 4 outliers (NO. 1-14 represents studies in table 1, X-axis: Logit specificity, Y-axis: Logit sensitivity)|
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Subgroup analyses: In order to investigate the reasons for heterogeneity, subgroup analyses were performed. One of such subgroup analyses suggested the different target sequence for PCR may be a source for heterogeneity [Table 2], [Figure 5]. Subgroup analysis 1 demonstrated that the 16s rDNA gene may provide a higher summary performance compared with the P1 gene or other targets used in commercial PCR for diagnosing M. pneumoniae infections. Subgroup analysis 2 compared the summary performance between children and children plus adults (for a subgroup at least 4 studies included). These two groups showed no significant differences, but between the children and adults, adults appeared to have better test results [Table 2],[Figure 6]. Since test accuracy could be influenced by the reference standard used, we compared the different reference standards as the subgroup analysis 3 [Table 3],[Figure 7]. The different serology tests used were a source of heterogeneity. Besides, the different subjects children/adults appeared to have an impact on test results. Comparisons between different types of PCR techniques showed in subgroup analysis 4 [Table 3],[Figure 8]. Different PCR types generated heterogeneity, but real-time PCR revealed a better performance than the others. All the samples for PCR were from clinical respiratory tract but most studies used a different sample; this aspect was also not included in the subgroup but the samples type could be another source of heterogeneity.
Sensitivity analyses and publication bias assessment: Sensitivity analysis by computing the summary
measures with and without studies that [shown as outliers in [Figure 3] (studies 2, 5, 12, 13 in [Table 1]) 16],,, showed that the summary measures computed after excluding 4 studies (sensitivity 0.61, specificity 0.96) were almost identical to those computed with all 14 studies (sensitivity 0.62, specificity 0.96). This suggested although the initial meta-analysis results may have heterogeneity, those results were still relatively consistent and may give a reliable overall estimates for the diagnostic accuracy of PCR versus serology for M. pneumoniae infections.
Publication bias was preliminarily assessed by Deeks' funnel plot asymmetry test [Figure 9]. The statistically non-signiﬁcant P value (0.81) for the slope coefficient suggests symmetry in the data and a relative low likelihood of publication bias.
|Figure 9: Deeks' funnel plot [The statistically non-significant P-value (0.81) for the slope coefficient suggests symmetry in the data and a relative low likelihood of publication bias].|
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| Discussion|| |
M. pneumoniae is difficult to culture and diagnosis usually relies on serology in the past  . However, serology is not sufficiently rapid and reliable especially in specificity and is usually positive at about 7 days after the onset of disease , . PCR technology has been used for testing M. pneumoniae infections for about 20 yr, has several limitations, e.g. (i) PCR inhibitors in samples can lead to false-negative results; (ii) contamination can easily result in false-positive; (iii) acquiring good samples are relative difficult; and (iv) the time point for sampling influences results. It was reported that the diagnostic accuracy of PCR may decrease at ≥ 7 days after onset of disease in contrast to serology ,,, . A significant increase of M. pneumoniae IgG titres, seroconversion in paired sera or the presence of IgM antibodies to M. pneumoniae were sufficient evidence of current M. pneumoniae infections  .
Different diagnostic studies in this field have generated inconsistent diagnostic accuracy due to differences in threshold, test methods and PCR types. Because of various confounding factors, the exact diagnostic accuracy of PCR for M. pneumoniae is difficult to establish. Results from this meta-analysis indicate that commercial PCR tests generated consistent results with high specificity, but sensitivity estimates were lower and more variable than specificity. Potential explanations for these variations may include the different types of PCR and reference standard, the types of subjects, the time point for sampling and the qualities of different samples, the standard control of PCR and threshold, etc.
Due to relative limited research of high quality in this field and relative small number of studies included in this review, this meta-analysis has limitations and the results need to be cited with cautious. Such as, most studies included were after year 2000; different studies used different samples; the PCR assays were predominantly in paediatric populations and different methods were used.
The Infectious Disease Society of America had stated "no available diagnostic test reliably and rapidly detects M. pneumoniae. Thus, therapy must usually be empirical" in the Practice Guidelines for the Management of Community Acquired Pneumonia  . Taking the rational use of antibiotics, the costs and technical difficulty into account, the optimized strategy for the arrangement of diagnostic or screening tests on M. pneumoniae infections is important.
For the different subjects: adults/children, the subgroup analysis 2 suggested that the adults appeared to have better test results than children. Because of only two studies in the adult group, this meta-analysis could not give evidence that adults have good test results than children. In this review, real-time PCR revealed a better performance than the others. It has been reported that M. pneumoniae can be detected in patients without respiratory diseases by PCR, and real-time PCR targeting the P1 gene detects only 60 per cent of M. pneumoniae infections  . These findings need to be addressed in further research.
In conclusion, the present review and meta-analysis suggest an important role for commercial PCR tests in diagnosing M. pneumoniae infections with advantages, but still cannot replace serology (expensive and not feasible in routine labs; limitations for results of heterogeneity). Clinicians should select reliable PCR technology (while available) plus serology as diagnostic screening for the patients suspected. A combination of serology and PCR is recommended to provide rapid, reliable, and accurate diagnosis of M. pneumoniae infections.
| Acknowledgment|| |
The authors thank Prof. Tai-Xiang Wu from Chinese Cochrane Center and Chinese Evidence-Based Medicine Center for statistical advice.
| References|| |
|1.||Gil JC, Cedillo RL, Mayagoitia BG, Paz MD. Isolation of Mycoplasma pneumoniae from asthmatic patients. Ann Allerg 1993; 70: 23-5. |
|2.||Lieberman D, Schlaeffer F, Lieberman D, Horowitz S, Horovitz O, Porath A. Macoplasma pneumoniae community-acquired pneumonia: a review of 101 hospitalized adult patients. Respiration 1996; 63 : 261-6. |
|3.||Gomez J, Banos V, Ruiz Gomez J, Soto MC, Munoz L, Nunez ML, et al. Prospective study of epidemiology and prognostic factors in community-acquired pneumonia. Eur J Clin Microbiol Infect Dis 1996; 15 : 556-60. |
|4.||Varma-Basil M, Dwivedi SK, Kumar K, Pathak R, Rastogi R, Thukral SS, et al. Role of Mycoplasma pneumoniae infection in acute exacerbations of chronic obstructive pulmonary disease. J Med Microbiol 2009; 58 : 322-6. |
|5.||Walter ND, Grant GB, Bandy U, Alexander NE, Winchell JM, Jordan HT, et al. Community outbreak of Mycoplasma pneumoniae infection: school-based cluster of neurologic disease associated with household transmission of respiratory illness. J Infect Dis 2008; 198 : 1365-74. |
|6.||Loens K, Ursi D, Goossens H, Ieven M. Molecular diagnosis of Mycoplasma pneumoniae respiratory tract infections.J Clin Microbiol 2003; 41 : 4915-23. |
|7.||Sillis M. Modern methods for diagnosis of Mycoplasma pneumoniae pneumonia. Rev Med Microbiol 1999; 4 : 24-31. |
|8.||Uldum SA, Jensen JS, Søndergård-Andersen J, Lind K. Enzyme immunoassay for detection of immunoglobulin M (IgM) and IgG antibodies to Mycoplasma pneumoniae. J Clin Microbiol 1992; 30 : 1198-204. |
|9.||Hyman HC, Yogev D, Razin S. DNA probes for detection and identiﬁcation of Mycoplasma pneumoniae and Mycoplasma genitalium. J Clin Microbiol 1987; 25 : 726-8. |
|10.||Whiting PF, Weswood ME, Rutjes AW, Reitsma JB, Bossuyt PN, Kleijnen J. Evaluation of QUADAS, a tool for the quality assessment of diagnostic accuracy studies. BMC Med Res Methodol 2006; 6 : 9. |
|11.||Leeflang MM, Deeks JJ, Gatsonis C, Bossuyt PM. Systematic Reviews of Diagnostic Test Accuracy. Ann Intern Med 2008; 149 : 889-97. |
|12.||Gatsonis C, Paliwal P. Meta-analysis of diagnostic and screening test accuracy evaluations: methodologic primer.Am J Roentgenol 2006; 187 : 271-81. |
|13.||Rutter CM, Gatsonis CA. A hierarchical regression approach to meta-analysis of diagnostic test accuracy evaluations. Stat Med 2001; 20 : 2865-84. |
|14.||Deeks JJ, Macaskill P, Irwig L. The performance of tests of publication bias and other sample size effects in systematic reviews of diagnostic test accuracy was assessed. J Clin Epidemiol 2005; 58 : 882-93. |
|15.||Tjhie JH, van Kuppeveld FJ, Roosendaal R, Melchers WJ, Gordijn R, MacLaren DM, et al. Direct PCR enables detection of Mycoplasma pneumoniae in patients with respiratory tract infections. J Clin Microbiol 1994; 32 : 11-6. |
|16.||Haaheim H, Vorland L, Gutteberg TJ. Gutteberg, Laboratory diagnosis of respiratory diseases: PCR versus serology. Nucleosides Nucleotides Nucleic Acids 2001; 20 : 1255. |
|17.||Nadala D, Bossart W, Zucol F, Steiner F, Berger C, Lips U, et al. Community-acquired pneumonia in children due to Mycoplasma pneumoniae: Diagnostic performance of a seminested 16S rDNA-PCR. Diagn Microbiol Infect Dis 2001; 39 : 15-9. |
|18.||Michelow IC, Olsen K, Lozano J, Duffy LB, McCracken GH, Hardy RD. Diagnostic utility and clinical significance of naso- and oropharyngeal samples used in a PCR assay to diagnose Mycoplasma pneumoniae infection in children with community-acquired pneumonia. J Clin Microbiol 2004; 42 : 3339-41. |
|19.||Beersma MF, Dirven K, van Dam AP, Templeton KE, Claas EC, Goossens H. Evaluation of 12 commercial tests and the complement fixation test for Mycoplasma pneumoniae-speciﬁc immunoglobulin G (IgG) and IgM antibodies, with PCR used as the "Gold Standard". J Clin Microbiol 2005; 43 : 2277-85. |
|20.||Yamazaki T, Narita M, Sasaki N, Kenri T, Arakawa Y, Sasaki T. Comparison of PCR for sputum samples obtained by induced cough and serological tests for diagnosis of Mycoplasma pneumoniae infection in children. Clin Vaccine Immunol 2006; 13 : 708-10. |
|21.||Pitcher D, Chalker VJ, Sheppard C, George RC, Harrison TG. Real-time detection of Mycoplasma pneumoniae in respiratory samples with an internal processing control. J Med Microbiol 2006; 55 : 149-55. |
|22.||Liu FC, Chen PY, Huang F, Tsai CR, Lee CY, Wang LC. Rapid diagnosis of Mycoplasma pneumoniae infection in children by polymerase chain reaction. J Microbiol Immunol Infect2007; 40 : 507-12. |
|23.||Souliou E, Almasri M, Papa A, Theodoridou A, Diza E. Laboratory diagnosis of Mycoplasma pneumoniae respiratory tract infections in children. Eur J Clin Microbiol Infect Dis 2007; 26 : 513-5. |
|24.||Nilsson AC, Björkman P, Persson K. Polymerase chain reaction is superior to serology for the diagnosis of acute Mycoplasma pneumoniae infection and reveals a high rate of persistent infection. BMC Microbiol 2008; 8 : 93. |
|25.||Kashyap B, Kumar S, Sethi GR, Das BC, Saigal SR. Comparison of PCR, culture & serological tests for the diagnosis of Mycoplasma pneumoniae in community-acquired lower respiratory tract infections in children. Indian J Med Res 2008; 128 : 134-9. |
|26.||Martínez MA, Ruiz M, Zunino E, Luchsinger V, Avendaño LF. Detection of Mycoplasma pneumoniae in adult community-acquired pneumonia by PCR and serology. J Med Microbiol 2008; 57 : 1491-5. |
|27.||Pignanelli S, Shurdhi A, Delucca F, Donati M. Simultaneous use of direct and indirect diagnostic techniques in atypical respiratory infections from Chlamydophila pneumoniae and Mycoplasma pneumoniae. J Clin Lab Anal 2009; 23 : 206-9. |
|28.||Varshney AK, Chaudhry R, Saharan S, Kabra SK, Dhawan B, Dar L, et al. Association of Mycoplasma pneumoniae and asthma among Indian children. FEMS Immunol Med Microbiol 2009; 56 : 25-31. |
|29.||Swets JA. Measuring the accuracy of diagnostic systems. Science 1988; 240 : 1285-93. |
|30.||Chan YR, Morris A. Molecular diagnostic methods in pneumonia. Curr Opin Infect Dis 2007; 20 : 157-64. |
|31.||Bartlett JG, Dowell SF, Mandell LA, File Jr TM, Musher DM, Fine MJ. Practice guidelines for the management of community-acquired pneumonia in adults. Clin Infect Dis 2000; 31 : 347-82. |
[Figure 1], [Figure 2], [Figure 3], [Figure 4], [Figure 5], [Figure 6], [Figure 7], [Figure 8], [Figure 9]
[Table 1], [Table 2], [Table 3]