Cerebrospinal fluid (CSF) lactate for distinguishing acute bacterial meningitis from acute viral meningitis in children

Date First Published:
July 20, 2018
Last Updated:
January 12, 2019
Report by:
Alexander Zozula, EMS Fellow (University of Cincinnati Department of Emergency Medicine)
Search checked by:
Christopher Stave, University of Cincinnati Department of Emergency Medicine
Three-Part Question:
In [non-neonatal children undergoing lumbar punctures for possible meningitis] what are [the sensitivity and specificity of CSF lactate] for [diagnosing acute community-acquired bacterial meningitis]?
Clinical Scenario:
You are evaluating a pediatric patient in the emergency department in whom you are considering the diagnosis of acute community-acquired bacterial meningitis. You perform a lumbar puncture and when ordering CSF studies wonder if sending a CSF lactate would help distinguish acute bacterial meningitis (ABM) from acute viral meningitis (AVM).
Search Strategy:
PubMed
((("bacteria"[mesh] OR "bacterial infections"[mesh]) AND ("meningitis"[mesh:noexp])) OR "meningitis, bacterial"[mesh] OR (mening*[tw] AND (bacteria*[tw] OR escherichia[tw] OR haemophilus[tw] OR listeria[tw] OR meningococc*[tw] OR neisseria[tw] OR pneumococc*[tw] OR streptococc*[tw]))
AND (“cerebrospinal fluid”[mesh] OR “cerebrospinal fluid”[subheading] OR “cerebrospinal fluid”[tw] OR “CSF”[tw]) AND (“lactates”[mesh] OR lacta*[tw] OR lacti*[tw]))
AND english[lang]

EMBASE
(((‘bacterium’/exp OR ‘bacterial infection’/exp) AND ‘meningitis’/exp) OR (mening*:ab,ti,kw AND (bacteria*:ab,ti,kw OR ‘escherichia’:ab,ti,kw OR ‘haemophilus’:ab,ti,kw OR listeria:ab,ti,kw OR meningococc*:ab,ti,kw OR ‘neisseria’:ab,ti,kw OR pneumococc*:ab,ti,kw OR streptococc*:ab,ti,kw)))
AND ((‘cerebrospinal fluid'/exp OR ‘cerebrospinal fluid’:ab,ti,kw OR ‘CSF’:ab,ti,kw) AND (‘lactic acid'/exp OR lact*:ab,ti,kw))
AND [english]/lim
Search Details:
Searches were most recently run on December 19, 2018.
Outcome:
PubMed -- 518 results
EMBASE -- 658 results
Total -- 742 unique results

108 full text articles were reviewed after screening titles/abstracts from which 38 original articles and two systematic reviews were ultimately selected for inclusion. For completeness, the original articles included in the two systematic reviews are listed below as there appear to be several minor discrepancies in the data abstracted in the systematic reviews.
Relevant Paper(s):
Study Title Patient Group Study type (level of evidence) Outcomes Key results Study Weaknesses
Comparison between cerebrospinal fluid concentrations of glucose, total protein, chloride, lactate, and total amino acids for the differential diagnosis of patients with meningitis. Briem et al. 1983 Sweden Single hospital
Mean 44 vs. 29y ABM vs. AVM, 52% male
n=45 ABM, n=102 AVM
Cohort Lactate cutoff 3.5mM Excluded ABM without organism identified
Sensitivity 100%
Specificity 96.10%
LR+ 25.5
LR-
Measurement of lactic acid in cerebrospinal fluid of patients with infections of the central nervous system. Brook et al. 1978 USA Single hospital
54% adults
n=25 ABM, n=26 AVM
Cohort Lactate cutoff 3.9mM using chromatography Excluded ABM without organism identified
Sensitivity 100%
Specificity 100%
LR+ Infinity
LR-
The clinical diagnostic significance of cerebrospinal fluid d-lactate for bacterial meningitis. Chen et al. 2012 China Single hospital
Mean 43±15 vs. 32±17y, 45% vs. 67% male ABM vs. AVM
n=21 ABM, n=30 AVM
Cohort Lactate cutoff 3.3mM Included patients pretreated with antibiotics/steroids
Sensitivity 71.40%
Specificity 100%
LR+ Infinity
LR- 0.286
Cerebrospinal fluid lactate and the diagnosis of meningitis. Curtis et al. 1981 UK Two hospitals
Unknown demographics
n=10 ABM, n=12 AVM
Cohort Lactate cutoff 2.8mM Excluded ABM without organism identified
Sensitivity 100%
Specificity 100%
LR+ Infinity
LR-
Cerebrospinal fluid lactic acid: a valuable aid in the of diagnosis septic meningitis. Ellis and Oei 1979 USA Single hospital
Unknown demographics
n=10 ABM, n=12 "CNS inflammation" including AVM
Cohort Lactate cutoff 5.0mM Excluded ABM without organism identified
"CNS inflammation" group included not only AVM but also leukemia, ICH, MS, and "hypoxic seizures"
Sensitivity 100%
Specificity 100%
LR+ Infinity
LR-
Gas liquid chromatography in the rapid diagnosis of meningitis. Ferguson and Tearle 1977 UK Single hospital
Unknown demographics
n=8 ABM, n=15 AVM
Cohort Lactate cutoff 5.6mM using chromatography Unclear definition of ABM
Included patients pretreated with antibiotics
Sensitivity 100%
Specificity 100%
LR+ Infinity
LR-
Rapid diagnosis of meningitis with use of selected clinical data and gas-liquid chromatographic determination of lactate concentration in cerebrospinal fluid. Gastrin et al. 1979 Sweden Single hospital
Median 33 vs. 54 vs. 24y ABM vs. presumed ABM vs. AVM
n=38 ABM, n=5 presumed ABM, n=17 AVM
Cohort Lactate cutoff 3.5mM using chromatography Included patients pretreated with antibiotics
Sensitivity 95.30%
Specificity 82.40%
LR+ 5.4
LR- 0.056
Use of cerebrospinal fluid lactate levels in the diagnosis of bacterial meningitis. Hurd et al. 1978 USA Single affiliated adult/children hospital
77% adult
n=11 ABM, n=80 comparator group including AVM
Cohort Lactate cutoff 3.4mM using chromatography Excluded ABM without organism identified
Comparator group included not only AVM but also ICH, cancer, and post-neurosurgical patients
Sensitivity 100%
Specificity 97.50%
LR+ 40
LR-
CSF lactate in diseases of the CNS. Jordan et al. 1983 USA Single hospital
Unknown demographics
n=7 ABM, n=3 AVM
Cohort Lactate cutoff 3.0mM Excluded ABM without organism identified
n=3 AVM makes the specificity extraordinarily fragile
Sensitivity 100%
Specificity 66.70%
LR+ 3
LR-
Chemical analyses for early differential diagnosis between bacterial and viral meningitis. Landaas and Von Der Lippe 1985 Norway Single hospital
47% vs. 52% male ABM vs. AVM
n=19 ABM, n=24 AVM
Cohort Lactate cutoff 6.0mM Included patients pretreated with antibiotics
Excluded ABM without organism identified
Sensitivity 84.20%
Specificity 100%
LR+ Infinity
LR- 0.158
Value of CSF lactate in the differential diagnosis between bacterial meningitis and other diseases with meningeal involvement. Lester et al. 1985 Denmark Multicenter
Unknown demographics
n=16 ABM, n=15 AVM
Cohort Lactate cutoff 3.5mM Included patients pretreated with antibiotics
Sensitivity 93.80%
Specificity 86.70%
LR+ 7.03
LR- 0.072
Value of cerebrospinal fluid analysis in the differential diagnosis of meningitis: a study in 710 patients with suspected central nervous system infection. Lindquist et al. 1988 Sweden Multicenter
Unknown demographics
n=63 ABM, n=616 comparator group including AVM
Cohort Lactate cutoff 3.5mM ABM group included TB meningitis
Comparator group included not only AVM but also "unclassified meningitis", other infectious CNS conditions, seizures, and strokes
More favorable results listed correspond to patients <=15y, however, unknown number of patients <=15y
Sensitivity 88.9%/97.0%
Specificity 96.4%/99.0%
LR+ 24.9/97.0
LR- 0.115/0.030
How useful is cerebrospinal fluid lactate estimation in differential diagnosis of meningitis? Mandal et al. 1983 UK Single hospital
Unknown demographics
n=20 ABM, n=59 AVM
Cohort Lactate cutoff 4.3mM
Sensitivity 100%
Specificity 98.30%
LR+ 59
LR-
The differential diagnosis of bacterial and aseptic meningitis using cerebrospinal fluid laboratory tests. Ponka et al. 1983 Finland Single hospital
Unknown demographics
n=11 ABM, n=27 AVM
Cohort Lactate cutoff 3.0mM Excluded ABM without organism identified
Sensitivity 90.90%
Specificity 96.30%
LR+ 24.5
LR- 0.094
Quantitation of cerebrospinal fluid lactic acid in infectious and non-infectious neurological diseases. de Almeida et al. 2009 Brazil Single hospital
Mean 21±20y, 53% male
n=20 ABM, n=41 AVM
Cohort Lactate cutoff 3.5mM using Date Behring analyzer
Sensitivity 80%
Specificity 97.60%
LR+ 32.8
LR- 0.205
Cerebrospinal fluid lactate in the diagnosis of meningitis. Diagnostic value compared to standard biochemical methods. Berg et al. 1982 Sweden Multicenter
Mean 30 vs. 21y ABM vs. AVM
n=18 ABM, n=121 AVM
Cohort Lactate cutoff 3.0mM Excluded ABM without organism identified
Sensitivity 88.90%
Specificity 92.60%
LR+ 12
LR- 0.12
Cerebrospinal fluid lactate concentration to distinguish bacterial from aseptic meningitis: a systemic review and meta-analysis. Huy et al. 2010 25 studies included (both adults and children)
n=783 ABM, n=909 AVM
Systematic review and meta-analysis AUC CSF lactate 0.984 Excluded non-English studies
No gray literature
Excluded studies with n<8 for either ABM or AVM
Excluded studies with comparator groups including but not exclusively comprised of AVM
AUC CSF WBC 0.948
AUC CSF glucose 0.881
AUC CSF/plasma glucose 0.952
AUC CSF protein 0.862
Diagnostic accuracy of cerebrospinal fluid lactate for differentiating bacterial meningitis from aseptic meningitis: A meta-analysis. Sakushima et al. 2011 33 studies included (both adults and children)
n=934 ABM, n=951 AVM
Systematic review and meta-analysis Sensitivity 93% Excluded non-English studies
No gray literature
Excluded studies with comparator groups including but not exclusively comprised of AVM
Specificity 96%
LR+ 22.9
LR- 0.07
Assessment of five laboratory tests for differential diagnosis in bacterial and viral meningoencephalitides. Juarez Aragon et al. 1979 Mexico Single hospital
Unknown demographics
n=23 ABM, n=21 AVM
Cohort Lactate cutoff 2.2mM Unclear definition of ABM
Sensitivity 100%
Specificity 95.20%
LR+ 21
LR-
Cerebrospinal fluid lactic acid level and pH in meningitis. Aids in differential diagnosis. Bland et al. 1974 USA Single hospital
12 vs. 18mo ABM vs. AVM
n=15 ABM, n=25 AVM
Cohort Lactate cutoff 4.5mM Excluded ABM without organism identified
Sensitivity 93.30%
Specificity 100%
LR+ Infinity
LR- 0.067
Bacterial meningitis and cerebrospinal fluid lactate. Boon and Heng 1978 Singapore Single hospital
Unknown demographics
n=6 ABM, n=13 AVM
Cohort Lactate cutoff 2.4mM
Sensitivity 100%
Specificity 100%
LR+ Infinity
LR-
Cerebrospinal fluid lactate in meningitis and meningococcaemia. Cameron et al. 1993 UK Single hospital
Unknown demographics
n=11 ABM, n=9 AVM
Cohort Lactate cutoff 4.1mM Excluded ABM without organism identified
Sensitivity 100%
Specificity 100%
LR+ Infinity
LR-
Diagnosis of pyogenic meningitis. Controni and Rodriguez 1976 USA Single hospital
Unknown demographics
n=21 ABM, n=171 "non-bacterial cases" including AVM
Cohort Lactate cutoff 3.4mM using chromatography Excluded ABM without organism identified
Comparator group included not only AVM
Likely overlap in patients with Controni et al., 1977
Sensitivity 100%
Specificity 100%
LR+ Infinity
LR-
Cerebrospinal fluid lactic acid levels in meningitis. Controni et al. 1977 USA Single hospital
Unknown demographics
n=55 ABM, n=15 AVM
Cohort Lactate cutoff 2.8mM Included patients pretreated with antibiotics
Excluded ABM without organism identified
Likely overlap in patients with Controni and Rodriguez, 1976
Sensitivity 96.40%
Specificity 100%
LR+ Infinity
LR- 0.036
Cerebrospinal fluid lactate and lactate dehydrogenase activity in the rapid diagnosis of bacterial meningitis. Donald and Malan 1986 South Africa Single hospital
Median 17 vs. 60mo ABM vs. AVM
n=43 ABM, n=23 AVM
Cohort Lactate cutoff 2.85mM Excluded ABM without organism identified
Sensitivity 93.00%
Specificity 100%
LR+ Infinity
LR- 0.07
Diagnostic use of cerebrospinal fluid lactic acid levels in meningitis. Dwivedi and Reddy 1983 USA Single hospital
Mean 2y vs. 7y ABM vs. AVM
n=9 ABM, n=3 AVM
Cohort Lactate cutoff 3.9mM n=3 AVM makes the specificity extraordinarily fragile
Sensitivity 100%
Specificity 66.70%
LR+ 3
LR-
Cerebrospinal fluid lactic acidosis in bacterial meningitis. Eross et al. 1981 Australia Single hospital
Median 1 vs. 5 vs. 4y ABM vs. AVM vs. presumed AVM
n=66 ABM, n=31 AVM, n=58 presumed AVM
Cohort Lactate cutoff 3.9mM Included patients pretreated with antibiotics
Excluded ABM without organism identified
Sensitivity 97.00%
Specificity 100%
LR+ Infinity
LR- 0.03
Early (chemical) diagnosis of bacterial meningitis--cerebrospinal fluid glucose, lactate, and lactate dehydrogenase compared. Knight et al. 1981 USA Single ED
Unknown demographics
n=68 ABM, n=20 AVM
Cohort Lactate cutoff 3.4mM Excluded culture negative ABM
Sensitivity 100%
Specificity 85%
LR+ 6.67
LR-
Cerebrospinal fluid lactate--its diagnostic value in septic meningitis. Low et al. 1986 Singapore Single hospital
Mean 21±31 vs. 46±43mo, 38% vs. 74% male ABM vs. AVM
n=22 ABM, n=54 AVM
Cohort Lactate cutoff 2.8mM Included patients pretreated with antibiotics
Excluded ABM without organism identified
Sensitivity 86.40%
Specificity 85.20%
LR+ 5.83
LR- 0.16
Cerebrospinal fluid lactate level as a diagnostic biomarker for bacterial meningitis in children. Filho et al. 2014 Brazil Single ED
Mean 5y, 68% male
n=40 ABM, n=411 AVM
Cohort Lactate cutoff 3.0mM Excluded ABM without organism identified
No mention of lactate assay method and no reply from author
Excluded patients with "critical illness" and concurrent alternative infection requiring parenteral antibiotics
Sensitivity 95%
Specificity 93.70%
LR+ 15
LR- 0.053
The diagnostic value of cerebrospinal fluid lactic acid levels in meningitis. Murata and Uemura 1981 Japan Single hospital
Unknown demographics
n=2 ABM, n=18 AVM
Cohort Lactate cutoff 3.4mM using chromatography Excluded ABM without organism identified
Excluded AVM without organism identified
n=2 ABM makes the sensitivity extraordinarily fragile
Sensitivity 100%
Specificity 94.40%
LR+ 18
LR-
Cerebrospinal fluid lactate: a differential biomarker for bacterial and viral meningitis in children. Nazir et al. 2018 India Single ED
Mean 14 vs. 63m, 30% vs. 40% male ABM vs. AVM
n=60 ABM, n=156 AVM
Cohort Lactate cutoff 3.0mM using Instrumentation Laboratory analyzer Excluded patients with "critical illness" and concurrent alternative infections (e.g. pneumonia)
Sensitivity 90%
Specificity 100%
LR+ Infinity
LR- 0.1
The diagnostic and predictive value of cerebrospinal fluid lactate in children with meningitis. Its relation to current diagnostic methods. Nelson et al. 1986 Sweden Single hospital
59% male
n=11 ABM, n=28 AVM
Cohort Lactate cutoff 2.4mM Excluded ABM without organism identified
Sensitivity 100%
Specificity 89.30%
LR+ 9.33
LR-
Is the CSF lactate measurement useful in the management of children with suspected bacterial meningitis? Rutledge et al. 1981 USA Single hospital
Unknown demographics
n=29 ABM, n=13 AVM
Cohort Lactate cutoff 3.0mM Included patients pretreated with antibiotics
Excluded ABM without organism identified
Sensitivity 93.10%
Specificity 69.20%
LR+ 3.03
LR- 0.1
CSF lactate in bacterial meningitis with minimal CSF abnormalities. Ruuskanen et al. 1985 Finland Single hospital
Unknown demographics
n=32 ABM, n=30 AVM
Cohort Lactate cutoff 3.0mM Excluded ABM without organism identified
Sensitivity 93.80%
Specificity 93.30%
LR+ 14.1
LR- 0.067
Cerebrospinal fluid lactic acid concentration in bacterial meningitis. Pit et al. 1987 Malaysia Single hospital
Unknown demographics
n=15 ABM, n=4 AVM
Cohort Lactate cutoff 3.4mM using chromatography Excluded ABM without organism identified and cases with organisms thought to represent contamination
n=4 AVM makes the specificity extraordinarily fragile
Sensitivity 100%
Specificity 100%
LR+ Infinity
LR-
Diagnostic value of lactate, procalcitonin, ferritin, serum-C-reactive protein, and other biomarkers in bacterial and viral meningitis. Dashti et al. 2017 Iran Single hospital
Mean 43mo, 60% male
n=12 ABM, n=38 AVM
Cohort Lactate cutoff 3.4mM
Sensitivity 91.70%
Specificity 89.50%
LR+ 8.71
LR- 0.093
Cerebrospinal fluid lactate is useful in differentiating viral from bacterial meningitis. Shaltout 1989 Kuwait Single hospital
Unknown demographics
n=15 ABM, n=9 AVM
Cohort Lactate cutoff 3.0mM
Sensitivity 93.30%
Specificity 88.90%
LR+ 8.4
LR- 0.075
Haemophilus influenzae type b still remains a leading cause of meningitis among unvaccinated children--a prospective CSF analysis study. Uduman et al. 2000 UAE Single hospital
Median 5 vs. 18mo ABM vs. AVM
n=23 ABM, n=42 comparator group including AVM
Cohort Lactate cutoff Not reported Comparator group included not only AVM but also febrile seizures, GBS, peripheral neuropathies, and metabolic disorders
Sensitivity 95.70%
Specificity 92.90%
LR+ 13.4
LR- 0.047
Cerebrospinal fluid lactate level in childhood purulent meningitis. Vanprapar et al. 1983 Thailand Single hospital
Mean 25 vs. 9 vs. 46mo, 85% vs. 44% vs. 55% male ABM vs. presumed ABM vs. AVM
n=13 ABM, n=9 presumed ABM, n=18 AVM
Cohort Lactate cutoff 3.9mM
Sensitivity 90.90%
Specificity 100%
LR+ Infinity
LR- 0.091
Author Commentary:
Distinguishing acute bacterial meningitis from acute viral meningitis can be challenging. While a strategy of treating all possible cases of ABM with broad spectrum antibiotics until CSF cultures result is commonly employed, this strategy may lead to antibiotic resistance and unnecessary hospitalization. A combination of CSF white blood cell count/differential, CSF glucose, and CSF protein is commonly used to distinguish ABM from AVM. Unfortunately these tests all suffer from suboptimal sensitivity and specificity. The ideal test would be maximally sensitive and specific, rapidly available, and cheap. Despite not being commonly used, CSF lactate has been widely studied and appears to satisfy all three domains. The median cutoff used in the included studies was 3.4mM (~30mg/dL), with the majority of studies using enzymatic assays. As with most CSF tests including the gold-standard culture, CSF lactate's utility is somewhat limited in patients pretreated with antibiotics. In such cases, a lower cutoff should be used to maintain sufficient sensitivity.
Bottom Line:
CSF lactate at a cutoff of 3.5mM appears to be both a sensitive and specific test for distinguishing acute bacterial meningitis from acute viral meningitis in non-neonatal children. With nearly 40 studies supporting its use over the past 40 years, it appears ready for routine use.
Level of Evidence:
Level 1: Recent well-done systematic review was considered or a study of high quality is available
References:
  1. Briem et al.. Comparison between cerebrospinal fluid concentrations of glucose, total protein, chloride, lactate, and total amino acids for the differential diagnosis of patients with meningitis.
  2. Brook et al.. Measurement of lactic acid in cerebrospinal fluid of patients with infections of the central nervous system.
  3. Chen et al.. The clinical diagnostic significance of cerebrospinal fluid d-lactate for bacterial meningitis.
  4. Curtis et al.. Cerebrospinal fluid lactate and the diagnosis of meningitis.
  5. Ellis and Oei. Cerebrospinal fluid lactic acid: a valuable aid in the of diagnosis septic meningitis.
  6. Ferguson and Tearle. Gas liquid chromatography in the rapid diagnosis of meningitis.
  7. Gastrin et al.. Rapid diagnosis of meningitis with use of selected clinical data and gas-liquid chromatographic determination of lactate concentration in cerebrospinal fluid.
  8. Hurd et al.. Use of cerebrospinal fluid lactate levels in the diagnosis of bacterial meningitis.
  9. Jordan et al.. CSF lactate in diseases of the CNS.
  10. Landaas and Von Der Lippe. Chemical analyses for early differential diagnosis between bacterial and viral meningitis.
  11. Lester et al.. Value of CSF lactate in the differential diagnosis between bacterial meningitis and other diseases with meningeal involvement.
  12. Lindquist et al.. Value of cerebrospinal fluid analysis in the differential diagnosis of meningitis: a study in 710 patients with suspected central nervous system infection.
  13. Mandal et al.. How useful is cerebrospinal fluid lactate estimation in differential diagnosis of meningitis?
  14. Ponka et al.. The differential diagnosis of bacterial and aseptic meningitis using cerebrospinal fluid laboratory tests.
  15. de Almeida et al.. Quantitation of cerebrospinal fluid lactic acid in infectious and non-infectious neurological diseases.
  16. Berg et al.. Cerebrospinal fluid lactate in the diagnosis of meningitis. Diagnostic value compared to standard biochemical methods.
  17. Huy et al.. Cerebrospinal fluid lactate concentration to distinguish bacterial from aseptic meningitis: a systemic review and meta-analysis.
  18. Sakushima et al.. Diagnostic accuracy of cerebrospinal fluid lactate for differentiating bacterial meningitis from aseptic meningitis: A meta-analysis.
  19. Juarez Aragon et al.. Assessment of five laboratory tests for differential diagnosis in bacterial and viral meningoencephalitides.
  20. Bland et al.. Cerebrospinal fluid lactic acid level and pH in meningitis. Aids in differential diagnosis.
  21. Boon and Heng. Bacterial meningitis and cerebrospinal fluid lactate.
  22. Cameron et al.. Cerebrospinal fluid lactate in meningitis and meningococcaemia.
  23. Controni and Rodriguez. Diagnosis of pyogenic meningitis.
  24. Controni et al.. Cerebrospinal fluid lactic acid levels in meningitis.
  25. Donald and Malan. Cerebrospinal fluid lactate and lactate dehydrogenase activity in the rapid diagnosis of bacterial meningitis.
  26. Dwivedi and Reddy. Diagnostic use of cerebrospinal fluid lactic acid levels in meningitis.
  27. Eross et al.. Cerebrospinal fluid lactic acidosis in bacterial meningitis.
  28. Knight et al.. Early (chemical) diagnosis of bacterial meningitis--cerebrospinal fluid glucose, lactate, and lactate dehydrogenase compared.
  29. Low et al.. Cerebrospinal fluid lactate--its diagnostic value in septic meningitis.
  30. Filho et al.. Cerebrospinal fluid lactate level as a diagnostic biomarker for bacterial meningitis in children.
  31. Murata and Uemura. The diagnostic value of cerebrospinal fluid lactic acid levels in meningitis.
  32. Nazir et al.. Cerebrospinal fluid lactate: a differential biomarker for bacterial and viral meningitis in children.
  33. Nelson et al.. The diagnostic and predictive value of cerebrospinal fluid lactate in children with meningitis. Its relation to current diagnostic methods.
  34. Rutledge et al.. Is the CSF lactate measurement useful in the management of children with suspected bacterial meningitis?
  35. Ruuskanen et al.. CSF lactate in bacterial meningitis with minimal CSF abnormalities.
  36. Pit et al.. Cerebrospinal fluid lactic acid concentration in bacterial meningitis.
  37. Dashti et al.. Diagnostic value of lactate, procalcitonin, ferritin, serum-C-reactive protein, and other biomarkers in bacterial and viral meningitis.
  38. Shaltout. Cerebrospinal fluid lactate is useful in differentiating viral from bacterial meningitis.
  39. Uduman et al.. Haemophilus influenzae type b still remains a leading cause of meningitis among unvaccinated children--a prospective CSF analysis study.
  40. Vanprapar et al.. Cerebrospinal fluid lactate level in childhood purulent meningitis.