Sir,
Neisseria gonorrhoeae (Ng) is an etiologic agent of gonorrhea, one of the most common sexually transmitted diseases caused by bacteria. Which has an estimated global annual incidence of 86.9 million adults.[1] A presumptive gonorrhea diagnosis can be made based on light microscopic detection of the bacterium in Gram-stained smears (GSS). This enables immediate treatment, thus preventing ongoing transmission and/or loss to follow-up.[2]
The present study reviewed the diagnostic accuracy variables (sensitivity, specificity, likelihood ratios [LRs], and diagnostic odds ratios [DORs]) of gram GSS that screen for Ng in urethral swabs and endocervical swabs specimens. Author evaluated studies conducted worldwide in adults by searching MEDLINE (through PubMed) from 1980 to 2020. This study included studies conducted in adult humans if they provided enough raw data to recreate the 2 × 2 diagnostic tables. The author did not exclude articles on the basis of study location or study design. [Figure 1] shows a flowchart of the search. The author conducted the searches and screened articles for eligibility. After initial identification of all studies and deletion of duplicates, the author did a preliminary screening of 937 articles based on title and abstract. Of which, 26 were considered for full-text review. Eleven articles were retrieved and included in the study.
Figure 1.

Study flow diagram. Data extraction and quality assessment
The present study assessed the methodological and reporting quality of studies using the (Quality Assessment of Diagnostic Accuracy Studies 2) tool [Figure 2]. All statistical analyses were carried out in Intercooled Stata, version 15 (StataCorp, College Station, Texas, USA). The sensitivity, specificity, positive LR, negative LR, and DOR were calculated [Tables 1 and 2]. LRs of a test inform the pretest probability of disease and provide a posttest probability. A positive LR higher than 5 and a negative LR <0.2 provide strong diagnostic evidence.[14]
Figure 2.

Quality assessment of diagnostic accuracy studies assessments
Table 1.
Sensitivity and specificity from each study
| Study | Sensitivity (95% CI), % | Specificity (95% CI), % |
|---|---|---|
| Bhargava et al., 2017[3] | 95 (93–97) | 99 (99–99) |
| Goodhart et al., 1982[4] | 70 (63–76) | 85 (79–89) |
| Taylor et al., 2011[5] | 99 (93–100) | 99 (97–100) |
| Goh et al., 1985[6] | 90 (88–91) | 98 (97–98) |
| D'Angelo et al., 1987[7] | 56 (42–69) | 99 (98–100) |
| Orellana et al., 2007[8] | 80 (61–92) | 90 (87–93) |
| Bartelsman et al., 2011[9] | 86 (83–87) | 100 (100–100) |
| Borg et al., 2017[10] | 91 (76–98) | 64 (55–71) |
| Juchau et al., 1995[11] | 100 (99–100) | 100 (99–100) |
| Hun et al., 2017[12] | 90 (74–98) | 95 (87–99) |
| Hananta et al., 2017[13] | 53 (43–62) | 89 (86–92) |
CI=Confidence interval
Table 2.
Results of meta-analysis, by specimen and reference standard subgroup
| Subgroup | Pooled sensitivity (95% CI), % | Pooled specificity (95% CI), % | Positive LR (95% CI) | Negative LR (95% CI) | DOR (95% CI) |
|---|---|---|---|---|---|
| GSS verse culture methods | 87 (74–94) | 98 (95–100) | 55.9 (16–196) | 0.13 (0.06–0.28) | 417 (78–2226) |
| GSS verse NAAT | 93 (64–99) | 94 (73–99) | 16.2 (2.7–96) | 0.07 (0.01–0.52) | 225 (6–7842) |
| Gram-stained urethral smears | 97 (86–100) | 96 (78–99) | 25.9 (3.7–180.7) | 0.03 (0.00–0.17) | 901 (24–33445) |
| Gram-stained endocervical, urethral swabs and urine smears | 81 (67–90) | 98 (93–99) | 40.8 (11.5–143.8) | 0.19 (0.10–0.36) | 215 (41–1126) |
DOR=Diagnostic odds ratio, LR=Likelihood ratio, GSS=Gram-stained smears, NAAT=Nucleic acid amplification tests, CI=Confidence interval
Of the 11 total studies, 3 (27%) were conducted in developing settings[3,12,13] and 8 (73%) were conducted in developed settings.[4,5,6,7,8,9,10,11] Sample sizes ranged from 95 to 27,600 persons.
To interpret study results, first, reference standards were found to influence the accuracy of GSS.[15] Second, the effect of antimicrobial susceptibility testing on diagnostic accuracy is worth further consideration.[16] Third, the index tests included in this study detected intercellular diplococcus Ng and therefore could not detect infection within about 2–10 days.[17] Finally, evidence on GSS will be of greater use to policymakers and guideline developers if outcomes beyond accuracy are documented.
In conclusion, GSS offers many advantages: A fast turnaround time, declaration of results at the point of care with the potential for affecting clinical management, and early detection of undiagnosed cases of gonorrhea.[18] This study found GSS to be accurate and suitable for screening initiatives.
Financial support and sponsorship
Nil.
Conflicts of interest
There are no conflicts of interest.
References
- 1.Rubin DH, Ross JD, Grad YH. The frontiers of addressing antibiotic resistance in Neisseria gonorrhoeae. Transl Res. 2020;220:122–37. doi: 10.1016/j.trsl.2020.02.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Thairu Y, Nasir I, Usman Y. Laboratory perspective of gram staining and its significance in investigations of infectious diseases. Sub Saharan Afr J Med. 2014;1:168–74. [Google Scholar]
- 3.Bhargava A, Bala M, Singh V, Joshi NC, Kakran M, Puri P, et al. How reliable is microscopy and culture for the diagnosis of gonorrhea? An 11-year experience from India. Sex Transm Dis. 2017;44:111–3. doi: 10.1097/OLQ.0000000000000550. [DOI] [PubMed] [Google Scholar]
- 4.Goodhart ME, Ogden J, Zaidi AA, Kraus SJ. Factors affecting the performance of smear and culture tests for the detection of Neisseria gonorrhoeae. Sex Transm Dis. 1982;9:63–9. doi: 10.1097/00007435-198204000-00002. [DOI] [PubMed] [Google Scholar]
- 5.Taylor SN, DiCarlo RP, Martin DH. Comparison of methylene blue/gentian violet stain to gram's stain for the rapid diagnosis of gonococcal urethritis in men. Sex Transm Dis. 2011;38:995–6. doi: 10.1097/OLQ.0b013e318225f7c2. [DOI] [PubMed] [Google Scholar]
- 6.Goh BT, Varia KB, Ayliffe PF, Lim FK. Diagnosis of gonorrhea by gram-stained smears and cultures in men and women: Role of the urethral smear. Sex Transm Dis. 1985;12:135–9. doi: 10.1097/00007435-198507000-00008. [DOI] [PubMed] [Google Scholar]
- 7.D'Angelo LJ, Mohla C, Sneed J, Woodward K. Diagnosing gonorrhea. A comparison of standard and rapid techniques. J Adolesc Health Care. 1987;8:344–8. doi: 10.1016/0197-0070(87)90006-4. [DOI] [PubMed] [Google Scholar]
- 8.Orellana MA, Gómez-Lus ML, Lora D. Sensitivity of gram stain in the diagnosis of urethritis in men. Sex Transm Infect. 2012;88:284–7. doi: 10.1136/sextrans-2011-050150. [DOI] [PubMed] [Google Scholar]
- 9.Bartelsman M, Straetemans M, Vaughan K, Alba S, van Rooijen MS, Faber WR, et al. Comparison of two gram stain point-of-care systems for urogenital gonorrhoea among high-risk patients: Diagnostic accuracy and cost-effectiveness before and after changing the screening algorithm at an STI clinic in Amsterdam. Sex Transm Infect. 2014;90:358–62. doi: 10.1136/sextrans-2013-051500. [DOI] [PubMed] [Google Scholar]
- 10.Borg S, Daniel J, Forsyth S. Is urethral microscopy useful in symptomatic male patients without urethral discharge? Int J STD AIDS. 2019;30:79–81. doi: 10.1177/0956462418793511. [DOI] [PubMed] [Google Scholar]
- 11.Juchau SV, Nackman R, Ruppart D. Comparison of gram stain with DNA probe for detection of Neisseria gonorrhoeae in urethras of symptomatic males. J Clin Microbiol. 1995;33:3068–9. doi: 10.1128/jcm.33.11.3068-3069.1995. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Situ SF, Ding CH, Nawi S, Johar A, Ramli R. Conventional versus molecular detection of Chlamydia trachomatis and Neisseria gonorrhoeae among males in a sexually transmitted infections clinic. Malays J Pathol. 2017;39:25–31. [PubMed] [Google Scholar]
- 13.Hananta IP, van Dam AP, Bruisten SM, van der Loeff MF, Soebono H, Christiaan de Vries HJ. Value of light microscopy to diagnose urogenital gonorrhoea: A diagnostic test study in Indonesian clinic-based and outreach sexually transmitted infections services. BMJ Open. 2017;7:e016202.. doi: 10.1136/bmjopen-2017-016202. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Jaeschke R, Guyatt GH, Sackett DL. Users' guides to the medical literature. III. How to use an article about a diagnostic test. B. What are the results and will they help me in caring for my patients? The evidence-based medicine working group. JAMA. 1994;271:703–7. doi: 10.1001/jama.271.9.703. [DOI] [PubMed] [Google Scholar]
- 15.Verma R, Sood S. Gonorrhoea diagnostics: An update. Indian J Med Microbiol. 2016;34:139–45. doi: 10.4103/0255-0857.180278. [DOI] [PubMed] [Google Scholar]
- 16.Unemo M, Seifert HS, Hook EW, Hawkes S, Ndowa F, Dillon JA. Gonorrhoea. Nat Rev Dis Primers. 2019;5:79.. doi: 10.1038/s41572-019-0128-6. [DOI] [PubMed] [Google Scholar]
- 17.17Whittles LK, White PJ, Didelot X. A dynamic power-law sexual network model of gonorrhoea outbreaks. PLoS Comput Biol. 2019;15:e1006748.. doi: 10.1371/journal.pcbi.1006748. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Raffe S, Soni S. Diagnostic tests for sexually transmitted infections. Medicine (Baltimore) 2018;46:277–82. [Google Scholar]
