Abstract
Background:
Encephalitis is associated with high rates of mortality and morbidity; however, its pathophysiology is yet to be determined.Objectives:
A prospective cohort study of patients with clinically diagnosed encephalitis was performed to investigate herpes simplex virus (HSV) or tuberculosis infection in encephalitis patients.Methods:
Overall, 114 patients were enrolled according to clinical profile and were tested for the presence of HSV-1 and 2 or tuberculosis using TaqMan real-time PCR method on cerebrospinal fluid (CSF).Results:
Thirty patients were clinically diagnosed with HSV infection, whose CSF samples were sent for HSV qRT-PCR test. The results showed that 10 (33.3%) subjects were HSV-1 or 2-positive. Out of 84 patients who were tested for tuberculosis encephalitis, and tuberculosis qRT-PCR was carried out on their CSF, 3 (3.6%) cases were positive. No significant differences were found in gender and age between HSV or tuberculosis-negative and positive groups. The main symptoms in HSV positive subjects were fever and depressed level of consciousness. No cases of tuberculosis infection were diagnosed in direct CSF smear test.Conclusions:
Since infectious encephalitis is a life-threatening problem and tuberculosis and HSV are progressing in the developing countries, health authorities, physicians and researchers should address this problem more seriouslyKeywords
Cerebrospinal Fluid Herpes Simplex Virus 1 Herpes Simplex Virus 2 Infectious Encephalitis Mycobacterium tuberculosis Polymerase Chain Reaction Iran
1. Background
Encephalitis is a complex, severe neurological dysfunction, defined by the presence of an acute regularly diffuse inflammatory process affecting the central nervous system (CNS). This disease is associated with significant morbidity and mortality (1). Infection-related encephalitis is caused by direct effect of pathogenic infectious agents and autoimmune-mediated encephalitis is possibly caused by vaccination or a recent viral infection (2, 3). In spite of extensive testing on patients, the main etiology remains unknown in about 60% of the cases (4, 5).
Herpes simplex encephalitis (HSE) is the most frequent cause of acute encephalitis followed by varicella zoster virus (VZV) and Mycobacterium tuberculosis (6). Herpes simplex encephalitis is a life-threatening consequence (7). The annual incidence rate of HSE is 1 to 2.5 cases per one million population, but 70% of these patients die due to lack of treatment, which can be reduced to 11 - 19% with immediate antiviral (7, 8).
The frequency and distribution of viruses noticeably varies according to geographical region, with large differences seen between Europe, Asia, and the USA (9). A study of over 3,000 CNS infection patients from Finland showed that the most frequently detected virus was VZV (29%) followed by HSV (11%) and influenza A virus (7%) (5, 10). In a study conducted among Middle-eastern patients with encephalitis, HSV-1 DNA was detected in 30% and cytomegalovirus (CMV) and human herpes virus 6 (HHV-6) DNAs were each detected in 3% of patients. Thus, HSV-2 and HHV-7 PCRs were negative (11, 12).
Meningeal tuberculosis is a highly devastating form of tuberculosis and accounts for approximately 1% of all cases of tuberculosis (13, 14). Due to its relative rarity and the diverse nature of the manifestations, CNS tuberculosis remains a vigorous diagnostic challenge (14, 15). To assess the impact of tuberculosis encephalitis and to determine its etiology, large epidemiological studies have been conducted in several countries. A study from Spain showed that CNS tuberculosis accounted for 3.2% of tuberculosis deaths in 1993, a rate that has declined over the past 20 years (16). In a large study in Taiwan between 1997 and 2001, it was reported that 1.5% of tuberculosis deaths were related to CNS involvement (17). A recent study has shown that tuberculosis meningitis should be detected by more accurate techniques with high sensitivity and specificity such as PCR method (18).
Since neurotropic pathogens and associated diseases are usually common , the CNS infectious diseases in the developing countries have been relatively neglected and have not been addressed by researchers and health authorities. Therefore, epidemiological studies and rapid and more reliable tests are needed for early diagnosis and medical intervention. In fact, more studies should be conducted to understand the infection rate and behavior of HSV and tuberculosis pathogens for finding precise and rapid tests that can lead to proper and successful treatment of these life-threatening diseases.
2. Objectives
To the best of our knowledge, there is a scarcity of data on the causes of encephalitis in Iran and the ways of its differentiation from other causative agents. Furthermore, the conventional tests used for diagnosis are not suitable for such life-threatening diseases. Hence, this study was conducted to evaluate the prevalence of HSV and tuberculosis-associated encephalitis using the most reliable PCR method, TaqMan real-time PCR. The study was carried out in two main referral neurologic and infectious diseases centers affiliated to Mashhad University of Medical Sciences, which are the referral centers in northeast of Iran.
3. Methods
3.1. Study Population and Sample Size
This prospective cohort study was performed among 114 patients with encephalitis who were referred to the infectious diseases ward in Imam Reza Hospital or Neurology Ward in Ghaem Hospital affiliated to Mashhad University of Medical Sciences during March-2014 to September-2016. Each subject was evaluated by two specialists and using the routine laboratory tests. Being clinically diagnosed with HSV or tuberculosis, the patients’ cerebrospinal fluid (CSF) specimens were immediately sent for more evaluations to a referral molecular medical lab. The clinical and demographic characteristics of the patients were recorded. The inclusion criteria were standard clinical criteria for encephalitis (19) and lack of any autoimmune diseases, HBV, HIV and HCV infections.
3.2. Sampling Procedures
Cerebrospinal fluid (lumbar puncture) specimens were taken by a neurologist for performing the routine laboratory tests. Half of the sample was also sent for qRT-PCR test. DNA was extracted from CSF using DNA mini kits (QIAGEN, Germany), according to manufacturer’s instructions. All the DNA samples were kept at -20°C until PCR amplifications.
3.3. qRT-PCR TaqMan Method
In the present study, molecular diagnosis of encephalitis was confirmed according to HSV-1 and 2 or tuberculosis real-time PCR on CSF. Primers and labeled probes for tuberculosis qRT-PCR, TaqMan method, were used as previously described (20). The standard TaqMan master mix (Takara, Japan) was used for qRT-PCR amplifications. A commercial HSV-1&2 kit (Novin Gene, Iran) was used for the detection and quantification of HSV. Rotor-Gene Q 6000 Machine (QIAGEN, Germany) and Rotor Gene software were used for data collection and analyzing the results.
3.4. Statistical Analysis
Statistical analysis was performed using SPSS version 16.0 (SPSS, Chicago, IL). Normality of the data for each variable was checked prior to data analysis using Kolmogorov-Smirnov test. If the data had normal distribution, Student’s t-test was used, but when variables were not normally distributed, the nonparametric Mann-Whitney U test was employed for data analysis. Chi-square test was run when one of the dependent or independent variables was subjective. Correlation analysis was performed using Spearman’s test to detect the association of the variables. P value less than 0.05 was considered statistically significant.
4. Results
4.1. Clinical Findings
Analyses of the demographic data and clinical manifestations as well as laboratory findings were performed in all the patients with the signs and symptoms of encephalitis. Clinical diagnosis of encephalitis was confirmed in 114 patients according to the standard clinical criteria (19). More than half of the patients under the study (53.3%) had fever and 43.3% of the patients had headache. Furthermore, 60% of the HSV-diagnosed and 85% of tuberculosis-diagnosed patients had depressed level of consciousness on admission. This difference did not meet 95% confidence interval (CI), P = 0.1 and CI = 90%, it seems that unconsciousness is more frequent in tuberculosis encephalitis than in HSV. Overall, depressed level of consciousness, convulsion, delusion, nausea, altered mental status, aphasia and fatigue were reported in 76.6%, 50.0%, 20.0%, 33.3%, 20%, 16.6% and 16.6% of the patients, respectively (Table 1).
Demographic Data of the Patients with Herpes Encephalitis and Non-Herpes Encephalitisa
Variables | HSV-Encephalitis (n = 10) | Non-HSV Encephalitis (n = 20) | P Value |
---|---|---|---|
Age, y (mean ± SD) | 35.3 ± 27.15 | 27.2 ± 22.8 | 0.396 |
Gender (F/M) | 5/5 | 10/10 | 1.000 |
Clinical Symptoms | |||
Fever | 9 (90) | 7 (35) | 0.007 |
Headache | 5 (50) | 8 (40) | 0.705 |
Decreased level of consciousness | 6 (60) | 17 (85) | 0.181 |
Convulsion | 4 (40) | 11 (55) | 0.700 |
Delusion | 2 (20) | 4 (20) | 1.000 |
Nausea | 2 (20) | 8 (40) | 0.419 |
Altered mental status | 3 (30) | 3 (15) | 0.372 |
Aphasia | 3 (30) | 2 (10) | 0.300 |
Fatigue | 1 (10) | 4 (20) | 0.640 |
4.2. HSV and Tuberculosis Associated Encephalitis
The results of HSV qRT-PCR on CSF samples were negative for 20 (66.7%) patients who were diagnosed and treated for HSV encephalitis. On the other hand, of the 84 cases who were introduced for more molecular evaluations for tuberculosis, 3 (3.6%) had positive tuberculosis results using real-time PCR TaqMan method on CSF. However, the routine laboratory tests failed to detect these patients with tuberculosis encephalitis. No significant difference existed in gender and mean age between HSV-negative (27.2 ± 22.8) and HSV-positive (35.3 ± 27.15) patients. No significant difference was observed between the mean age of the tuberculosis-negative group (45.3 ± 21.1 years) and the tuberculosis-positive group (38.6 ± 22.7 years). According to Chi-square test, no significant difference was observed in gender distribution, as 42 (50%) were male and 42 (50%) were female.
5. Discussion
Encephalitis can become a severe public health problem. Neurotropic pathogens are usually common in the developing countries, it can be expected that the prevalence of CNS infectious diseases should be more in the developing countries . Therefore, it seems that these diseases have been relatively neglected and not seriously addressed by researchers and health authorities. The diagnosis of encephalitis is always confirmed by standard microbiological tests. In some studies, conventional PCR is also used to detect the infectious agents because of their importance as risk factors for encephalitis. However, in this study qRT-PCR TaqMan method was employed for HSV-1 and 2 and tuberculosis in patients newly diagnosed with encephalitis.
Conventional PCR for HSV detection in CSF in the 1990s has made a massive contribution towards improving the diagnosis of many microbial diseases. Because of its effectiveness, promptness, low invasiveness and sensitivity, most cases are diagnosed with the use of PCR that has surpassed the “Gold standard” of brain biopsy (21, 22). Indeed, CSF PCR was assessed and found to be reliable for diagnosing several CNS infectious diseases and has become the reference technique for prompt diagnosis of HSE (10, 23). However, negative PCR results are not reliable to interpret and do not eliminate clinical suspicion, and the timing of the CSF sampling should be taken into account (12, 24). Therefore, more sensitive and specific molecular methods must be applied for such life-threatening CNS diseases. In the present study, we applied the real-time PCR TaqMan method for detecting HSV and tuberculosis infections.
The demographic characteristics of the patients in the present study were similar to those reported in other studies; age was a non-significant factor in our patients with HSV encephalitis and non-HSV encephalitis, which is in accordance with other studies and confirms that age is an independent prognostic factor of the disease and there is no gender tendency (25, 26). It is noteworthy that some sources have mentioned the bimodal age distribution, with a smaller peak among the youth and a larger peak among the elderly (27).
Out of 30 patients included in the current study, 10 (33.33%) cases were diagnosed with HSV. This is in agreement with a report from France showing that the most frequent etiological agent of encephalitis was HSV (28). However, a report from England indicated that the incidence rate of HSV encephalitis was 19% (29). Also, in Taiwan, HSV is still considered as the main viral source of encephalitis (30). However, a study from Spain showed that HSV was positive in 92% of hospitalized patients with encephalitis (26). The high rate of HSV infection in that research may be due to the high quality of sampling and laboratory diagnostic methods. A report from Shiraz, a city in south of Iran, showed that the detection rate of encephalitis was 9.3% (31). Nevertheless, a report from Babol, a northern city in Iran, revealed a high rate (34%) of patients with encephalitis were HSV-positive (32).
Although tuberculosis meningitis is well illustrated, prominent encephalitic features are less commonly described. Mortality and morbidity associated with neurotuberculosis are extremely dependent on the stage of disease; prompt diagnosis and treatment correlate with better outcomes (33). In a recent study, a higher proportion of encephalitis due to tuberculosis (3.6%) was seen than in other studies (no M. tuberculosis in the study by Koskiniemi et al. (5) and 1% for M. tuberculosis in the study by Glaser et al. (4)). We are confident that our tuberculosis patients had encephalitis rather than meningitis because the case definitions included clinical patterns specifically encountered in encephalitis, such as focal neurologic signs.
In the current study, fever was the most common symptom at the time of hospitalization, such that more than half of patients under the study (53.3%) presented with fever and 43.3% of the patients had headache. Nonetheless, HSV detection in viral encephalitis is still critical because there is effective treatment for it. Absence of positive PCR in CSF samples does not preclude HSV diagnosis, particularly early in the disease (27); further prospective studies using direct DNA sequencing are needed.
5.1. Conclusions
In sum, as HSV and tuberculosis encephalitis are treatable and qRT-PCR TaqMan method provides a rapid and reliable diagnosis in CNS infections (34), it has to be considered for the management of encephalitis patients. In this study, one third of the patients had received unnecessary HSV treatment and three patients with tuberculosis infection were not diagnosed. Our research provides insight into the nature of the clinical and etiologic patterns of encephalitis in this geographic region. It may reduce the hospitalization rate and the use of unnecessary therapies and improve the health system.
Acknowledgements
References
-
1.
Tunkel AR, Glaser CA, Bloch KC, Sejvar JJ, Marra CM, Roos KL, et al. The management of encephalitis: Clinical practice guidelines by the Infectious Diseases Society of America. Clin Infect Dis. 2008;47(3):303-27. [PubMed ID: 18582201]. https://doi.org/10.1086/589747.
-
2.
Stone MJ, Hawkins CP. A medical overview of encephalitis. Neuropsychol Rehabil. 2007;17(4-5):429-49. [PubMed ID: 17676529]. https://doi.org/10.1080/09602010601069430.
-
3.
Imran D, Estiasari R, Maharani K, Lestari DC, Yunus RE; Sucipto, et al. Presentation, etiology, and outcome of brain infections in an Indonesian hospital: A cohort study. Neurol Clin Pract. 2018;8(5):379-88. [PubMed ID: 30564491]. [PubMed Central ID: PMC6276332]. https://doi.org/10.1212/CPJ.0000000000000517.
-
4.
Glaser CA, Honarmand S, Anderson LJ, Schnurr DP, Forghani B, Cossen CK, et al. Beyond viruses: Clinical profiles and etiologies associated with encephalitis. Clin Infect Dis. 2006;43(12):1565-77. [PubMed ID: 17109290]. https://doi.org/10.1086/509330.
-
5.
Koskiniemi M, Rantalaiho T, Piiparinen H, von Bonsdorff CH, Farkkila M, Jarvinen A, et al. Infections of the central nervous system of suspected viral origin: A collaborative study from Finland. J Neurovirol. 2001;7(5):400-8. [PubMed ID: 11582512]. https://doi.org/10.1080/135502801753170255.
-
6.
Granerod J, Ambrose HE, Davies NW, Clewley JP, Walsh AL, Morgan D, et al. Causes of encephalitis and differences in their clinical presentations in England: A multicentre, population-based prospective study. Lancet Infect Dis. 2010;10(12):835-44. [PubMed ID: 20952256]. https://doi.org/10.1016/S1473-3099(10)70222-X.
-
7.
Tyler KL. Herpes simplex virus infections of the central nervous system: Encephalitis and meningitis, including Mollaret's. Herpes. 2004;11 Suppl 2:57A-64A. [PubMed ID: 15319091].
-
8.
Gnann JJ, Skoldenberg B, Hart J, Aurelius E, Schliamser S, Studahl M, et al. Herpes simplex encephalitis: Lack of clinical benefit of long-term valacyclovir therapy. Clin Infect Dis. 2015;61(5):683-91. [PubMed ID: 25956891]. [PubMed Central ID: PMC4542890]. https://doi.org/10.1093/cid/civ369.
-
9.
Kennedy PG. Viral encephalitis: Causes, differential diagnosis, and management. J Neurol Neurosurg Psychiatry. 2004;75 Suppl 1:i10-5. [PubMed ID: 14978145]. [PubMed Central ID: PMC1765650]. https://doi.org/10.1136/jnnp.2003.034280.
-
10.
Alessandro L, Wilken M, Farez MF, Arias Cebollada E, Mora AC, Cammarota A, et al. Clinical correlations of positive herpes simplex pcr in cerebrospinal fluid. Neurologist. 2018;23(6):204-8. [PubMed ID: 30379746]. https://doi.org/10.1097/NRL.0000000000000215.
-
11.
Ibrahim AI, Obeid MT, Jouma MJ, Roemer K, Mueller-Lantzsch N, Gartner BC. Prevalence of herpes simplex virus (types 1 and 2), varicella-zoster virus, cytomegalovirus, and human herpesvirus 6 and 7 DNA in cerebrospinal fluid of Middle Eastern patients with encephalitis. J Clin Microbiol. 2005;43(8):4172-4. [PubMed ID: 16081968]. [PubMed Central ID: PMC1233955]. https://doi.org/10.1128/JCM.43.8.4172-4174.2005.
-
12.
Ramirez KA, Choudhri AF, Patel A, Lenny NT, Thompson RE, Berkelhammer Greenberg L, et al. Comparing molecular quantification of herpes simplex virus (HSV) in cerebrospinal fluid (CSF) with quantitative structural and functional disease severity in patients with HSV encephalitis (HSVE): Implications for improved therapeutic approaches. J Clin Virol. 2018;107:29-37. [PubMed ID: 30170224]. https://doi.org/10.1016/j.jcv.2018.08.005.
-
13.
Lincoln EM, Sordillo VR, Davies PA. Tuberculous meningitis in children. A review of 167 untreated and 74 treated patients with special reference to early diagnosis. J Pediatr. 1960;57(6):807-23. [PubMed ID: 13762229]. https://doi.org/10.1016/S0022-3476(60)80132-1.
-
14.
Rock RB, Olin M, Baker CA, Molitor TW, Peterson PK. Central nervous system tuberculosis: Pathogenesis and clinical aspects. Clin Microbiol Rev. 2008;21(2):243-61. table of contents. [PubMed ID: 18400795]. [PubMed Central ID: PMC2292571]. https://doi.org/10.1128/CMR.00042-07.
-
15.
Leonard JM. Central nervous system tuberculosis. Microbiol Spectr. 2017;5(2). [PubMed ID: 28281443]. https://doi.org/10.1128/microbiolspec.TNMI7-0044-2017.
-
16.
Franco J, Blanquer R. Mortality from tuberculosis in Spain from 1970 to 1993: Changes in epidemiological trends during the acquired immune-deficiency syndrome epidemic. Int J Tuberc Lung Dis. 1998;2(8):663-9. [PubMed ID: 9712281].
-
17.
Lu TH, Huang RM, Chang TD, Tsao SM, Wu TC. Tuberculosis mortality trends in Taiwan: A resurgence of non-respiratory tuberculosis. Int J Tuberc Lung Dis. 2005;9(1):105-10. [PubMed ID: 15682523].
-
18.
Rios-Sarabia N, Hernandez-Gonzalez O, Gonzalez YJ, Gordillo G, Vazquez-Rosales G, Munoz-Perez L, et al. Identification of Mycobacterium tuberculosis in the cerebrospinal fluid of patients with meningitis using nested PCR. Int J Mol Med. 2016;38(4):1289-95. [PubMed ID: 27499078]. https://doi.org/10.3892/ijmm.2016.2698.
-
19.
Roux A, Houcke S, Sanna A, Mathien C, Mayence C, Gueneau R, et al. Clinical features, diagnosis, and outcome of encephalitis in French Guiana. Am J Trop Med Hyg. 2019;100(2):452-9. [PubMed ID: 30560767]. https://doi.org/10.4269/ajtmh.18-0308.
-
20.
Riahi F, Derakhshan M, Mosavat A, Soleimanpour S, Rezaee SA. Evaluation of point mutation detection in Mycobacterium tuberculosis with isoniazid resistance using real-time PCR and TaqMan probe assay. Appl Biochem Biotechnol. 2015;175(5):2447-55. [PubMed ID: 25503088]. https://doi.org/10.1007/s12010-014-1442-9.
-
21.
Lakeman FD, Whitley RJ. Diagnosis of herpes simplex encephalitis: Application of polymerase chain reaction to cerebrospinal fluid from brain-biopsied patients and correlation with disease. National Institute of Allergy and Infectious Diseases Collaborative Antiviral Study Group. J Infect Dis. 1995;171(4):857-63. [PubMed ID: 7706811]. https://doi.org/10.1093/infdis/171.4.857.
-
22.
Puchhammer-Stockl E, Heinz FX, Kundi M, Popow-Kraupp T, Grimm G, Millner MM, et al. Evaluation of the polymerase chain reaction for diagnosis of herpes simplex virus encephalitis. J Clin Microbiol. 1993;31(1):146-8. [PubMed ID: 8380180]. [PubMed Central ID: PMC262639].
-
23.
Aurelius E, Johansson B, Skoldenberg B, Staland A, Forsgren M. Rapid diagnosis of herpes simplex encephalitis by nested polymerase chain reaction assay of cerebrospinal fluid. Lancet. 1991;337(8735):189-92. [PubMed ID: 1670839]. https://doi.org/10.1016/0140-6736(91)92155-U.
-
24.
Boivin G. Diagnosis of herpesvirus infections of the central nervous system. Herpes. 2004;11 Suppl 2:48A-56A. [PubMed ID: 15319090].
-
25.
Raschilas F, Wolff M, Delatour F, Chaffaut C, De Broucker T, Chevret S, et al. Outcome of and prognostic factors for herpes simplex encephalitis in adult patients: Results of a multicenter study. Clin Infect Dis. 2002;35(3):254-60. [PubMed ID: 12115090]. https://doi.org/10.1086/341405.
-
26.
Riera-Mestre A, Gubieras L, Martinez-Yelamos S, Cabellos C, Fernandez-Viladrich P. Adult herpes simplex encephalitis: Fifteen years' experience. Enferm Infecc Microbiol Clin. 2009;27(3):143-7. [PubMed ID: 19306713]. https://doi.org/10.1016/j.eimc.2008.05.006.
-
27.
Arvin AC, Mocarski E, Moore PS, Roizman B, Whitley R, Yamanishi K. Persistence in the population: Epidemiology, transmission. In: Wald A, Corey L, editors. Human herpesviruses: Biology, therapy, and immunoprophylaxis. Cambridge: Cambridge University Press; 2007. p. 656-72. https://doi.org/10.1017/CBO9780511545313.037.
-
28.
Mailles A, Stahl JP, Steering C, Investigators G. Infectious encephalitis in france in 2007: A national prospective study. Clin Infect Dis. 2009;49(12):1838-47. [PubMed ID: 19929384]. https://doi.org/10.1086/648419.
-
29.
Ambrose HE, Granerod J, Clewley JP, Davies NW, Keir G, Cunningham R, et al. Diagnostic strategy used to establish etiologies of encephalitis in a prospective cohort of patients in England. J Clin Microbiol. 2011;49(10):3576-83. [PubMed ID: 21865429]. [PubMed Central ID: PMC3187347]. https://doi.org/10.1128/JCM.00862-11.
-
30.
Lee TC, Tsai CP, Yuan CL, Wei CY, Tsao WL, Lee RJ, et al. Encephalitis in Taiwan: A prospective hospital-based study. Jpn J Infect Dis. 2003;56(5-6):193-9. [PubMed ID: 14695429].
-
31.
Ziyaeyan M, Alborzi A, Borhani Haghighi A, Jamalidoust M, Moeini M, Pourabbas B. Diagnosis and quantitative detection of HSV DNA in samples from patients with suspected herpes simplex encephalitis. Braz J Infect Dis. 2011;15(3):211-4. [PubMed ID: 21670919]. https://doi.org/10.1590/S1413-86702011000300005.
-
32.
Barari Sawadkoh R, Ahmadpour-Kacho M. Clinical manifestations, laboratory findings and outcomes of children with herpetic encephalitis in Amirkola Children Hospital, Northern Iran. Iran Red Crescent Med J. 2010;12(5):568-71.
-
33.
Garg RK. Tuberculosis of the central nervous system. Postgrad Med J. 1999;75(881):133-40. [PubMed ID: 10448488]. [PubMed Central ID: PMC1741157]. https://doi.org/10.1136/pgmj.75.881.133.
-
34.
Haldar S, Sharma N, Gupta VK, Tyagi JS. Efficient diagnosis of tuberculous meningitis by detection of Mycobacterium tuberculosis DNA in cerebrospinal fluid filtrates using PCR. J Med Microbiol. 2009;58(Pt 5):616-24. [PubMed ID: 19369523]. https://doi.org/10.1099/jmm.0.006015-0.