An Assessment of a New Rapid Multiplex PCR Assay for the Diagnosis of Meningoencephalitis
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design and Clinical Samples
2.2. Conventional Methods
2.3. Multiplex PCRs
2.4. Definitions and Final Diagnosis Assignment
2.5. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Lepur, D.; Baršić, B. Community-acquired bacterial meningitis in adults: Antibiotic timing in disease course and outcome. Infection 2007, 35, 225–231. [Google Scholar] [CrossRef] [PubMed]
- Wormser, G.P.; Nath, A. Central Nervous System Infections in Childhood. Clin. Infect. Dis. 2015, 68, 1354. [Google Scholar] [CrossRef]
- Tunkel, A.R.; Hartman, B.J.; Kaplan, S.L.; Kaufman, B.A.; Roos, K.L.; Scheld, W.M.; Whitley, R.J. Practice guidelines for the management of bacterial meningitis. Clin. Infect. Dis. 2004, 39, 1267–1284. [Google Scholar] [CrossRef]
- Hagen, A.; Eichinger, A.; Meyer-Buehn, M.; Schober, T.; Huebner, J. Comparison of antibiotic and acyclovir usage before and after the implementation of an on-site FilmArray meningitis/encephalitis panel in an academic tertiary pediatric hospital: A retrospective observational study. BMC Pediatr. 2020, 20, 56. [Google Scholar] [CrossRef] [PubMed]
- Walker, M.; Taylor, K.; Beaulieu, R.; Laurent, M.; Hamer, D.; O’Neal, C. The Clinical Impact of the FilmArray Meningitis/Encephalitis (ME) Panel on Antimicrobial Utilization in a Tertiary Hospital Setting. Am. J. Med. Sci. 2021, 361, 550–552. [Google Scholar] [CrossRef]
- Vila, J.; Bosch, J.; Muñoz-Almagro, C. Molecular diagnosis of the central nervous system (CNS) infections. Enfer Infec Microb. Clin. 2021, 39, 403–410. [Google Scholar] [CrossRef] [PubMed]
- Monaghan, T.F.; Rahman, S.N.; Agudelo, C.W.; Wein, A.J.; Lazar, J.M.; Everaert, K.; Dmochowski, R.R. Foundational statistical principles in medical research: Sensitivity, specificity, positive predictive value and negative predictive value. Medicina 2021, 57, 503. [Google Scholar] [CrossRef]
- Tansarli, G.S.; Chapin, K.C. Diagnostic test accuracy of the BioFire® FilmArray® meningitis/encephalitis panel: A systematic review and meta-analysis. Clin. Microbiol. Infect. 2020, 26, 281–290. [Google Scholar] [CrossRef]
- Lindström, J.; Elfving, K.; Lindh, M.; Westin, J.; Studahl, M. Assessment of the FilmArray ME panel in 4199 consecutively tested cerebrospinal fluid samples. Clin. Microbiol. Infect. 2022, 28, 79–84. [Google Scholar] [CrossRef] [PubMed]
- Teoh, T.K.; Powell, J.; O’Keeffe, J.; Donlon, E.; Dillon, L.; Lenihan, M.; Mostyn, A.; Power, L.; Boers, P.; Stapleton, P.J.; et al. Outcomes of implementation of the FilmArray meningoencephalitis panel in a tertiary hospital between 2017 and 2020. PLoS ONE 2022, 17, e0265187. [Google Scholar] [CrossRef]
- Leber, A.L.; Everhart, K.; Balada-Llasat, J.M.; Cullison, J.; Daly, J.; Holt, S.; Lephart, P.; Salimnia, H.; Schreckenberger, P.C.; DesJarlais, S.; et al. Multicenter Evaluation of BioFire FilmArray Meningitis/Encephalitis Panel for Detection of Bacteria, Viruses, and Yeast in Cerebrospinal Fluid Specimens. J. Clin. Microbiol. 2016, 54, 2251–2261. [Google Scholar] [CrossRef] [PubMed]
- Trujillo-Gómez, J.; Tsokani, S.; Arango-Ferreira, C.; Atehortúa-Muñoz, S.; Jimenez-Villegas, M.J.; Serrano-Tabares, C.; Veroniki, A.-A.; Florez, I.D. Biofire FilmArray Meningitis/Encephalitis panel for the aetiological diagnosis of central nervous system infections: A systematic review and diagnostic test accuracy meta-analysis. eClinicalMedicine 2022, 14, 44. [Google Scholar] [CrossRef] [PubMed]
- Humisto, A.; Antikainen, J.; Holma, T.; Jarva, H.; Toivonen, A.; Loginov, R.; Mannonen, L. Evaluation of the Novel CE-IVD-Marked Multiplex PCR QIAstat-Dx Meningitis/Encephalitis Panel. Microbiol. Spectr. 2023, e0514422. [Google Scholar] [CrossRef] [PubMed]
- Sundelin, T.; Bialas, J.; de Diego, J.; Hermanowski, M.; Leibhan, H.; Ponderand, L.; Juanola-Falgarona, M.; Jones, T.; Rey, M.; Johnson, S.; et al. Evaluation of the QIAstat-Dx Meningitis/Encephalitis Panel, a multiplex PCR platform for the detection of community-acquired meningoencephalitis. J. Clin. Microbiol. 2023, 61, e0042623. [Google Scholar] [CrossRef] [PubMed]
- Barkovits, K.; Kruse, N.; Linden, A.; Tönges, L.; Pfeiffer, K.; Mollenhauer, B.; Marcus, K. Blood Contamination in CSF and Its Impact on Quantitative Analysis of Alpha-Synuclein. Cells 2020, 9, 370. [Google Scholar] [CrossRef] [PubMed]
- Hueth, D.; Thompson-Leduc, P.; Totev, T.I.; Milbers, K.; Timbrook, T.T.; Kirson, N.; Hasbun, R. Assessment of the Impact of a Meningitis/Encephalitis Panel on Hospital Length of Stay: A Systematic Review and Meta-Analysis. Antibiotics 2022, 11, 1028. [Google Scholar] [CrossRef]
- Vaugon, E.; Mircescu, A.; Caya, C.; Yao, M.; Gore, G.; Dendukuri, N.; Papenburg, J. Diagnostic accuracy of rapid one-step PCR assays for detection of herpes simplex virus-1 and -2 in cerebrospinal fluid: A systematic review and meta-analysis. Clin. Microbiol. Infect. 2022, 28, 1547–1557. [Google Scholar] [CrossRef] [PubMed]
- Rajbhandari, P.; Goodrich, N.; Nabower, A.M.; Brown, M.F.; Ekambaram, M.; Eisenberg, J.; Forbes, M.L.; Gollehon, N.; Martin, K.C.; McCulloh, R.; et al. Current state and practice variation in the use of Meningitis/Encephalitis (ME) FilmArray panel in children. BMC Infect. Dis. 2022, 22, 811. [Google Scholar] [CrossRef] [PubMed]
- Du, B.; Hua, C.; Xia, Y.; Li, J.; Xie, Y.; Tao, Y.; Cao, Q.; Mo, X. Evaluation of the BioFire FilmArray meningitis/encephalitis panel for the detection of bacteria and yeast in Chinese children. Ann. Transl. Med. 2019, 7, 437. [Google Scholar] [CrossRef] [PubMed]
- Hanson, K.E. The First Fully Automated Molecular Diagnostic Panel for Meningitis and Encephalitis: How Well Does It Perform, and When Should It Be Used? J. Clin. Microbiol. 2016, 54, 2222–2224. [Google Scholar] [CrossRef]
- Markovich, K.; Wingler, M.J.B.; Stover, K.R.; Barber, K.E.; Wagner, J.L.; Cretella, D.A. Analysis of the Clinical Impact of the BioFire FilmArray Meningitis Encephalitis Panel on Antimicrobial Use and Duration of Therapy at an Academic Medical Center. Diseases 2022, 10, 110. [Google Scholar] [CrossRef] [PubMed]
Sample | Age (Years) | Red Blood Cells (/mm3) | White Blood Cells (/mm3) | Neutrophils (%) | Lymphocytes (%) | Glucose (mg/dL) | Proteins (mg/L) | ADA (U/L) | LDH (U/L) | Conventional Methods | FilmArray ME | QIA-Stat-DX ME | Final Diagnosis |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 40 | 8 | 15 | 4 | 85 | 72 | 224 | 6.8 | - | Enterovirus | Enterovirus | Enterovirus | Enterovirus encephalitis |
2 | 69 | 100 | 930 | 32 | 65 | 66 | 252 | 27.3 | - | L. monocytogenes | L. monocytogenes | L. monocytogenes | L. monocytogenes meningoencephalitis |
3 | 48 | 8800 | 140 | 91 | 5 | 63 | 4844 | 21.4 | 107 | L. monocytogenes | L. monocytogenes | L. monocytogenes | L. monocytogenes meningoencephalitis |
4 | 60 | 130 | 22 | 45 | 53 | 60 | 560 | - | 37 | L. monocytogenes | L. monocytogenes | L. monocytogenes | L. monocytogenes meningoencephalitis |
5 | 68 | 100 | 1480 | 88 | 8 | <1 | 733 | - | - | N. meningitidis | N. meningitidis | N. meningitidis | Meningococcal meningitis |
6 | 46 | 130 | 37 | 85 | 5 | <4 | 6910 | - | - | S. agalactiae | S. agalactiae | S. agalactiae | S. agalactiae meningoencephalitis |
7 | 49 | 21,120 | 2195 | 94 | 6 | 33 | 5741 | 47.1 | - | S. agalactiae | S. agalactiae + HSV-1 + HSV-2 + H. influenzae + S. pneumoniae | S. agalactiae | S. agalactiae meningoencephalitis |
8 | 72 | 170 | 2065 | 95 | 4 | <4 | 6000 | 48.9 | 391 | S. pneumoniae | Negative | S. pneumoniae | Pneumococcal meningitis |
9 | 64 | 280 | 12,960 | 98 | 0 | 203 | 8794 | 34.8 | 166 | S. pneumoniae | Invalid | S. pneumoniae | Pneumococcal meningitis |
10 | 65 | 20 | 560 | 92 | 7 | 15 | 7342 | - | - | S. pneumoniae | S. pneumoniae | S. pneumoniae | Pneumococcal meningitis |
11 | 50 | 0 | 3590 | 95 | 5 | <4 | 8350 | - | - | S. pneumoniae | S. pneumoniae | S. pneumoniae | Pneumococcal meningitis |
12 | 38 | 40 | 35 | 30 | 70 | 9 | 7120 | - | - | S. pneumoniae | S. pneumoniae | S. pneumoniae | Pneumococcal meningitis |
13 | 50 | 40 | 0 | 0 | 0 | 78 | 826 | 7.4 | 24 | HSV-1 | Negative | HSV-1 | Herpetic encephalitis |
14 | 69 | 0 | 0 | 0 | 0 | 76 | 267 | - | - | HSV-1 | Negative | HSV-1 | Herpetic encephalitis |
15 | 44 | 0 | 20 | - | - | 88 | 834 | 7.1 | - | HSV-1 | Negative | Negative | Pulmonary source fever with associated low consciousness level in a low CD4 HIV patient. |
16 | 74 | 0 | 20 | 1 | 20 | 50 | 70 | - | - | HSV-1 | HSV-1 | HSV-1 | Herpetic encephalitis |
17 | 65 | 10 | 20 | 4 | 85 | 75 | 339 | 6.4 | - | HSV-1 | HSV-1 | HSV-1 | Herpetic encephalitis |
18 | 45 | 10 | 40 | - | - | 62 | 391 | 7.5 | - | HSV-1 | HSV-1 | HSV-1 | Herpetic encephalitis |
19 | 58 | 0 | 10 | - | - | 73 | 258 | 5.1 | <20 | HSV-1 | HSV-1 | HSV-1 | Herpetic encephalitis |
20 | 48 | 10 | 302 | 0 | 89 | 61 | 1294.9 | 8.9 | - | HSV-2 | S. agalactiae + HSV-2 | HSV-2 | Herpetic encephalitis |
21 | 52 | 60 | 342 | 0 | 100 | 62 | 550 | - | - | HSV-2 | HSV-2 | HSV-2 | Herpetic encephalitis |
22 | 51 | 5 | 80 | 6 | 85 | 38 | 2391 | 14.8 | 163 | HSV-2 | HSV-2 | HSV-2 | Herpetic encephalitis |
23 | 35 | 130 | 155 | 0 | 100 | 57 | 548 | 5.2 | <20 | HSV-2 | HSV-2 | HSV-2 | Herpetic encephalitis |
24 | 59 | 0 | 5 | - | - | 58 | 597 | 9.9 | 27 | HHV-6 | HHV-6 | HHV-6 | Limbic encephalitis due to herpesvirus 6 |
25 | 75 | 1920 | 4 | - | - | 65 | 645 | 11.8 | - | HHV-6 | HHV-6 | HHV-6 | Herpesvirus 6 encephalitis |
26 | 30 | 20 | 240 | - | - | 43 | 155 | - | - | VZV | VZV | VZV | VZV encephalitis |
27 | 62 | 10 | 10 | 0 | 100 | 70 | 782 | 6.8 | - | VZV | VZV | VZV | VZV encephalitis |
28 | 78 | 5120 | 778 | 1 | 88 | 58 | 4778 | 37.8 | 407 | VZV | VZV + HSV-1 | VZV | VZV encephalitis |
29 | 77 | 30 | 22 | 0 | 100 | 111 | 674 | 34 | 11 | Negative | Negative | VZV | VZV encephalitis |
30 | 51 | 220 | 33 | 5 | 93 | 63 | 783 | 7.9 | 27 | Negative | H. influenzae + S. pneumoniae + CMV | Negative | Post-vaccine myelitis |
31 | 83 | 112 | 10 | - | - | 106 | 271 | 4.4 | - | Negative | S. agalactiae + E. coli K1 | Negative | Confusional syndrome |
32 | 33 | 220 | 0 | 0 | 0 | 73 | 275 | 5.2 | - | Negative | HSV-1 | Negative | Cytokine release syndrome in a CAR-T recipient |
33 | 63 | 30 | 160 | 0 | 0 | 260 | 49 | 58 | 339 | Negative | HSV-1 | Negative | Wernicke’s encephalopathy |
34 | 64 | 100 | 0 | 0 | 0 | 79 | 441 | 10.9 | - | Negative | HSV-1 | Negative | Stroke |
35 | 70 | 75 | 8 | - | - | 230 | 1080 | 10.8 | 43 | Negative | HSV-1 | Negative | Herpetic encephalitis |
36 | 88 | 0 | 0 | 0 | 0 | 76 | 309 | 8.1 | - | Negative | HSV-1 | Negative | Hypoglycemic crisis |
37 | 33 | 50 | 0 | 0 | 0 | 87 | 321 | 6.5 | <20 | Negative | HSV-1 | Negative | Drug intoxication |
38 | 56 | 0 | 0 | 0 | 0 | 61 | 632 | 7.7 | <20 | Negative | HSV-1 | Negative | Brain metastases |
39 | 30 | 190 | 0 | 0 | 0 | 79 | 631 | 24.9 | 188 | Negative | Negative | Negative | MELAS syndrome |
40 | 60 | 0 | 0 | 0 | 0 | 63 | 667 | 3 | - | Negative | Negative | Negative | Post-COVID-19 encephalitis |
41 | 20 | 1200 | 0 | 0 | 0 | 36 | 87 | - | - | Negative | Negative | Negative | Confusional syndrome due to fever |
42 | 27 | 17,280 | 0 | 0 | 0 | 55 | 353 | - | - | Negative | Negative | Negative | Chronic meningococcemia |
43 | 65 | 1980 | 0 | 0 | 0 | 38 | 908 | 11.2 | 85 | Negative | Negative | Negative | Prior diagnosis of listerial meningoencephalitis; currently undergoing treatment |
44 | 83 | 480 | 0 | 0 | 0 | 123 | 1800 | - | - | Negative | Negative | Negative | Confusional syndrome |
45 | 67 | 300 | 40 | 47 | 46 | 35 | 3190 | 32.2 | 271 | Negative | Negative | Negative | Aseptic meningitis |
46 | 53 | 0 | 0 | - | - | 92 | 242 | - | 21 | Negative | Negative | Negative | Epileptic syndrome |
47 | 64 | 1380 | 8 | - | - | 108 | 1303 | - | - | Negative | Negative | Negative | Lymphoproliferative disease |
48 | 52 | 630 | 437 | 85 | 10 | 123 | 516 | - | - | A. baumannii | Negative | Negative | Postoperative meningitis due to A. baumannii |
49 | 68 | 20 | 37 | - | - | 57 | 576 | 13.6 | 18.4 | Negative | Negative | Negative | Autoimmune meningoencephalitis by anti-Mglur5 |
50 | 82 | 1440 | 5 | 74 | 19 | 107 | 639 | - | - | Negative | Negative | Negative | Stroke |
QIAstat-Dx-ME | FilmArray-ME | |
---|---|---|
Sensitivity (%) | 96.5% (CI95%, 79.8–99.8) | 85.1% (CI95%, 55.9–90.2) |
Specificity (%) | 95.2% (CI95%, 75.2–99.7) | 57.1% (CI95%, 29.6–70.3) |
PPV | 96.4% (CI95%, 79.8–99.8) | 71.8% (CI95%, 43.7–78.3) |
NPV | 95.2% (CI95%, 75.1–99.7) | 75% (CI95%, 55.9–0.2) |
Kappa correlation index | 91.67% (p < 0.001) | 43.48% (p: 0.001) |
Positive Specimens (N) | |||
---|---|---|---|
Pathogen | FilmArray ME | QIA-Stat Dx | Conventional Methods |
E. coli K1 | 1 a | 0 | CSF culture (−) CSF 16S rRNA PCR sequencing (−) |
H. influenzae | 1 b | 0 | CSF culture (−) CSF 16S rRNA PCR sequencing (−) |
1 c | 0 | CSF culture (−) CSF 16S rRNA PCR sequencing (−) | |
S. agalactiae | 1 | 0 | CSF culture (−) CSF 16S rRNA PCR sequencing (−) |
1 | 0 | CSF culture (−) CSF 16S rRNA PCR sequencing (−) | |
S. pneumoniae | 0 | 1 | CSF culture (−) CSF Ag S. pneumoniae (invalid) CSF 16S rRNA PCR sequencing (+) Blood culture (+) |
0 | 1 | CSF culture (+) CSF Ag S. pneumoniae (+) Blood culture (+) | |
1 b | 0 | CFS culture (−) CSF S. pneumoniae Ag (−) CSF 16S rRNA PCR sequencing (−) Blood culture (−) Urine S. pneumoniae Ag (−) | |
1 c | 0 | CFS culture (−) CSF S. pneumoniae Ag (−) CSF 16S rRNA PCR sequencing (−) Blood culture (−) Urine S. pneumoniae Ag (−) | |
CMV | 1 c | 0 | CSF CMV-PCR (−) Blood CMV-PCR (−) |
HSV-1 | 0 | 1 | CSF HSV-1 PCR (+) |
0 | 1 | CSF HSV-1 PCR (+) | |
0 | 0 | CSF HSV-1 PCR (+) | |
9 b,e | 0 | CSF HSV-1 PCR (9−) | |
HSV-2 | 1 b | 0 | CSF HSV-2 PCR (−) |
1 d | 0 | CSF HSV-2 PCR (−) | |
VZV | 0 | 1 | CSF VZV PCR (−) |
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Cuesta, G.; Puerta-Alcalde, P.; Vergara, A.; Roses, E.; Bosch, J.; Casals-Pascual, C.; Soriano, A.; Marcos, M.Á.; Sanz, S.; Vila, J. An Assessment of a New Rapid Multiplex PCR Assay for the Diagnosis of Meningoencephalitis. Diagnostics 2024, 14, 802. https://doi.org/10.3390/diagnostics14080802
Cuesta G, Puerta-Alcalde P, Vergara A, Roses E, Bosch J, Casals-Pascual C, Soriano A, Marcos MÁ, Sanz S, Vila J. An Assessment of a New Rapid Multiplex PCR Assay for the Diagnosis of Meningoencephalitis. Diagnostics. 2024; 14(8):802. https://doi.org/10.3390/diagnostics14080802
Chicago/Turabian StyleCuesta, Genoveva, Pedro Puerta-Alcalde, Andrea Vergara, Enric Roses, Jordi Bosch, Climent Casals-Pascual, Alex Soriano, Mª Ángeles Marcos, Sergi Sanz, and Jordi Vila. 2024. "An Assessment of a New Rapid Multiplex PCR Assay for the Diagnosis of Meningoencephalitis" Diagnostics 14, no. 8: 802. https://doi.org/10.3390/diagnostics14080802
APA StyleCuesta, G., Puerta-Alcalde, P., Vergara, A., Roses, E., Bosch, J., Casals-Pascual, C., Soriano, A., Marcos, M. Á., Sanz, S., & Vila, J. (2024). An Assessment of a New Rapid Multiplex PCR Assay for the Diagnosis of Meningoencephalitis. Diagnostics, 14(8), 802. https://doi.org/10.3390/diagnostics14080802