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bacterial meningitis

در نشریات گروه پزشکی
  • بهرام محمدی*، عبدالکریم قدیمی مقدم، نسرین محمدی، جمشید محمدی
    زمینه و هدف

    تشنج ناشی از تب (Febrile seizure)، از شایع ترین بیماری های نورولوژیک کودکان است که در 3 الی 5 درصد کودکان 6 ماهه تا  5 ساله رخ می دهد. این نوع تشنج که شایع ترین شکل تشنج در کودکان است به طور معمول بی خطر است و خطر تشنج های بدون تب را افزایش نمی دهد. لذا هدف از این مطالعه تعیین و بررسی فراوانی مننژیت باکتریال در تشنج ناشی از تب در کودکان زیر پنج سال در بیمارستان امام سجاد شهر یاسوج از سال 1397 تا 1399 بود.

    روش بررسی

    در این مطالعه توصیفی تحلیلی که در بخش اطفال بیمارستان امام سجاد (ع) انجام شد، تعداد کل بیماران تشنج ناشی از تب در کودکان زیر پنج سال بستری شده در بخش اطفال طی سال های 1397 تا 1399 مورد مطالعه قرار گرفتند و با بررسی اطلاعات ثبت شده در پرونده پزشکی هر بیمار، موارد ذکر شده در فرم پرسشنامه تکمیل شد. پرسشنامه ها در برگیرنده اطلاعات فردی اجتماعی و زمینه ای بیماران مانند سن، جنس، بیماری زمینه ای، پیشینه تشنج، علایم نورولوژی شامل؛ سفتی گردن، کرنینگ و برودزینسکی، علایم بالینی شامل سردرد و استفراغ و درمان می باشد. داده های جمع آوری شده با استفاده از آزمون های آماری کای اسکوئر و توصیفی شامل فراوانی و میانگین تجزیه و تحلیل شدند.  

    یافته ها

    از 296 کودک زیر پنج سال تب- تشنج در پژوهش بر حسب جنس، 121 کودک دختر و 175 کودک پسر بودند که از نظر جنسیت تفاوت آماری معنی داری بین بیماران وجود نداشت. هم چنین ارتباط معنی داری برای متغیرهای سن، استفراغ و بی حالی مشاهده نشد. در بررسی نتایج به دست آمده علایم سردرد، کرنینگ، برودزینسکی، سفتی گردن و نوع تشنج با مننژیت باکتریال در مقایسه با سایر بیماران مشکوک به مننژیت ارتباط معنی داری داشت (05/0>p). مقایسه توزیع بیماران  تب تشنج بر حسب فراوانی موارد انجام LP  و موارد مثبت CSF نشان داد که تفاوت معنی داری بین بیماران تشخیص داده شده با مننژیت باکتریال وجود دارد (0001/0=p).

    نتیجه گیری

    در این مطالعه هیچ نمونه مثبت کشت باکتریایی مشاهده نشد و اساس تشخیص بر پایه قضاوت بالینی پزشک و آنالیزCSF  قرار داده شد. تعدادی از علایم بالینی با موارد تشخیص داده شده به عنوان مننژیت باکتریال ارتباط معنی داری داشتند که از این یافته های بالینی برای تشخیص دقیق تر مننژیت باکتریال می توان استفاده نمود. اگرچه این بیماران از لحاظ فاکتورهای دموگرافیک تفاوت معنی داری با سایر بیماران نداشتند، اما این شاخص ها می توانند در راستای تشخیص بهتر مننژیت باکتریال در بیماران کمک کننده باشند.

    کلید واژگان: مننژیت باکتریال، کرنینگ، برودزینسکی، تشنج ناشی از تب، LP، CSF
    B. Mohammadi*, AK. Ghadimi Moghadam, N. Mohammadi, J .Mohammadi
    Background & aim

     Febrile seizure is one of the most common neurological diseases in children, which occurs in 3-5% of children aged 6 months to 5 years. This type of seizure, which is the most common form of seizure in children, is usually harmless and does not increase the risk of non-febrile seizures. Therefore, the aim of the present study was to determine and investigate the frequency of bacterial meningitis in febrile convulsions in children under five years of age at Imam Sajad Hospital in Yasuj, Iran, from 2018 to 2020.

    Methods

    In the present descriptive-analytical study conducted in the pediatric department of Imam Sajad Hospital of Yasuj, Iran, the total number of febrile convulsion patients in children under five years of age admitted to the pediatric department between 2018 and 2020 was determined and by examining the information recorded in the medical record of each patient, the items mentioned in the questionnaire form were completed. The questionnaire included personal-social and background information of patients such as age, gender, underlying disease, seizure history, neurological symptoms including; Neck stiffness, Kerning and Brodzinski, clinical symptoms include headache and vomiting and treatment.
    The collected data were analyzed using chi-square and descriptive statistical tests, including frequency and mean.

    Results

    Out of 296 children under five years of age with fever-convulsions in the study according to gender, 121 were girls and 175 were boys. There was no significant difference between patients diagnosed with bacterial meningitis and other patients according to gender.Moreover, no significant relationship was observed for the variables of age, vomiting and lethargy. In the analysis of the obtained results, the symptoms of headache, Kerning, Brodzinski, neck stiffness and type of seizure had a significant relationship with bacterial meningitis compared to other patients suspected of having meningitis (p<0.05). Comparing the distribution of fever-seizure patients according to the frequency of LP and positive CSF cases indicated that there was a significant difference between patients diagnosed with bacterial meningitis and other patients (p value = 0.000).

    Conclusion

    no positive sample of bacterial culture was observed and the diagnosis was based on the clinical judgment of the physician and CSF analysis. A number of clinical symptoms were significantly related to the cases diagnosed as bacterial meningitis, and these clinical findings can be used for a more accurate diagnosis of bacterial meningitis. Though these patients were not significantly different from other patients in terms of demographic factors, these indicators can help in better diagnosis of bacterial meningitis in Yasuj patients.

    Keywords: Bacterial Meningitis, Kerning, Brudzinski, Febrile Seizures, LP, CSF
  • Gordana Velisavljev-Filipovic *, Ognjen Ležakov
    Introduction

     Elizabethkingia meningoseptica (EM) is a gram-negative aerobic organism that can cause severe infections. Although the incidence is higher in developing countries, human infections associated with this organism are seldom described in Serbia. This bacterium is usually resistant to most antibiotics, making the treatment challenging.We present a single twin born as a late-preterm newborn who developed sepsis and meningitis caused by EM.

    Case Presentation

     This case report aims to show that this rare bacterium is present in our country and the clinical presentation of the resulting disease and bacterial resistance to antibiotics. In addition, we assessed if a more thorough diagnosis, including the immunological status of the newborn, is needed.

    Conclusions

     Considering the high mortality and morbidity rates of EM and its multiresistance, early identification of the infection cause and determining the patient’s immunological status are vital for treatment and improved patient outcomes.

    Keywords: Immunodeficiency, Bacterial Meningitis, Neonatology, Elizabethkingia meningoseptica
  • Shokouh Ghafari, Kokab Namakin, Ali Reza Khooban, Parvin Askari, Masoud Yousefi, Masood Ziaee*
    Background

    This study aimed to compare the diagnostic efficacy of standard culture method with multiplex quantitative real-time polymerase chain reaction (qPCR) in examining cerebrospinal fluid (CSF) samples collected from patients with suspected meningitis.

    Materials & Methods

    A retrospective evaluation was conducted on 166 patients with suspected meningitis, who were treated in Vali-Asr hospital in Birjand, Iran between 2011 and 2020. Diagnosis of bacterial meningitis was based on CSF culture and multiplex qPCR results.

    Findings

    Among 166 patients, conventional methods identified causative pathogens in only 10.3% of cases, while multiplex qPCR detected pathogens in eight out of 25 culture-negative cases as well. The most common pathogens identified were enterovirus, Epstein-Barr virus, herpes simplex, Haemophilus influenzae, and Streptococcus pneumoniae.

    Conclusion

    Multiplex qPCR appears to be a more effective method than conventional culture in identifying bacterial and viral pathogens that most commonly cause meningitis. The incorporation of qPCR as a routine diagnostic method for meningitis in clinical practice could significantly enhance clinical decision-making and patient care.

    Keywords: Bacterial meningitis, Culture, Real time polymerase chain reaction
  • Mohammad Panji, Vahideh Behmard, Mehri Fallah Raoufi, Elnaz Sadat Mousavi Sadr Jadidi, Elham Rostami, Rahil Norbakhsh, Vajiheh Najafi, Tohid Moradi Gardeshi, Fahimeh Safizadeh, Haleh Barmaki*
    Background and Aims

    Cerebrospinal fluid (CSF) and blood biomarkers are widely evaluated as diagnostic tools to distinguish between bacterial meningitis and viral meningitis in emergency laboratory tests. So, this aimed to examine the levels of diagnostic parameters in blood and CSF to discriminate between bacterial and viral meningitis in young children referred to Khoy Hospital.

    Materials and Methods

    A total of 101 young children with meningitis were enrolled in this prospective study. The diagnosis of bacterial and viral meningitis was based on clinical features and laboratory findings.

    Results

    Of the 101 patients with meningitis, 18 (17.82%) were bacterial, and 83 (82.17%) were viral meningitis. The levels of CSF glucose and CSF/blood glucose ratio were significantly lower in the bacterial meningitis group than in the viral meningitis group (p < 0.01). In contrast, white blood cells count, CSF protein, interleukin-6, C-reactive protein, and ferritin levels were significantly higher in patients with bacterial meningitis compared to viral meningitis (p < 0.01). However, there was no difference between viral and bacterial meningitis groups concerning mean serum glucose.

    Conclusion

    This study suggests that decreased CSF glucose and CSF/blood glucose ratio and increased white blood cells count, CSF protein, ferritin, interleukin-6, and C-reactive protein combined with clinical symptoms can help better diagnosis of bacterial meningitis, especially in comparison with viral meningitis.

    Keywords: Bacterial meningitis, Biological marker, Cerebrospinal fluid, Viral meningitis
  • Faria Hasanzadeh Haghighi, Hadi Farsiani, Mina Mostafavi, Mohammadhassan Aelami *

    Meningitis is a clinical syndrome that occurs for a variety of reasons such as bacterial infections. Acute bacterial meningitis can occur at any age, and is a leading cause of mortality worldwide. Streptococcus pneumonia is a bacterial meningitis that can lead to pneumococcal meningitis, especially in children. In recent decades, the percentage of pneumococcal strains resistant to penicillin and cephalosporins isolated from children has increased. This has made vancomycin the first empirical antibiotic therapy for children with suspected bacterial meningitis.In this report, we introduce a 13-month-old child who was brought to the emergency department of Akbar Children’s Hospital, Mashhad (a city in northeastern Iran) with complaints of high-grade fever and drowsiness. Meningitis was diagnosed via sampling of cerebrospinal fluid, and the culture indicated S. pneumonia that was non-sensitive to vancomycin. The e-test and microdilution have been approved to determine the minimum inhibitory concentration (MIC) of vancomycin; however, the e-test is a more straightforward method and the error probability is less while providing similar results to microdilution. Also, both methods can predict vancomycin tolerance or reduce sensitivity to vancomycin. Results of the e-test indicate MIC=2.

    Keywords: Bacterial meningitis, Empiric Therapy, pneumococcal meningitis, vancomycin-tolerant S. pneumonia
  • Gholamreza Pouladfar, Anahita Sanaei Dashti, MohammadRahim Kadivar, Maedeh Jafari *, Bahman Pourabbas **, Marzieh Jamalidoust
    Background

    Childhood bacterial meningitis (BM) requires prompt and precise diagnosis to provide proper treatment and decline mortality and morbidity.

    Objectives

    We aimed to evaluate the World Health Organization (WHO) criteria and polymerase chain reaction (PCR) for diagnosing BM in children admitted to a tertiary referral hospital in Shiraz, southern Iran. Materials: We included all 492 children aged one month to 17 years suspected of meningitis who had cerebrospinal fluid (CSF) leukocytosis admitted to Nemazi Hospital from August 2016 to September 2017. The CSF specimens were examined for routine analysis, Gram staining, and culture. A multiplex real-time PCR was used to identify Streptococcus pneumoniae, Haemophilus influenzae type b (Hib), and Neisseria meningitidis in the CSF samples. Seven viruses were also investigated using real-time PCR. The sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) were calculated using the WHO criteria and the multiplex real-time PCR results.

    Results

    Seventy-four CSF samples had leukocytosis. Nineteen (22.9%) patients had BM caused by S. pneumoniae (n = 14), Hib (n = 2), Salmonella enterica (n = 2), and N. meningitidis (n = 1). The PCR test detected all cases, except for two with Salmonella meningitis (sensitivity 89.4%, specificity 100%, PPV 100%, and NPV 96%). The WHO criteria detected all cases, except three who received antibiotics at least four days before performing lumbar puncture (sensitivity 84.2%, specificity 98.2%, PPV 94.1%, and NPV 94.7%). Enterovirus was the most common viral etiology (6.75%).

    Conclusions

    The WHO criteria and the multiplex real-time PCR had high accuracy in our setting, and their use could decrease the antibiotic over-prescription in febrile children suspected of meningitis.

    Keywords: Children, Bacterial Meningitis, Multiplex Real-time PCR, Haemophilus influenzae b, Streptococcus pneumoniae, Neisseria meningitidis
  • Daniela Caldas Teixeira *, Lilian Martins Oliveira Diniz, Henrique Moravia de Andrade Santos Moreira, Marcelle Marie Martins Maia, Leonardo Hosken Dornellas, Maria Luiza CustodioSoares, Roberta Maia de Castro Romanelli
    Objectives

    This study aimed to define risk factors associated with suppurative complications, short-term sequelae, and death in pediatric patients with bacterial meningitis.

    Methods

    A retrospective cohort study was conducted on children with bacterial meningitis, aged 0 months to 18 years, who were admitted to the Hospital Infantil João Paulo II, reference in infectious diseases, from 2005 to 2018.

    Results

    In 178 cases, meningococcal meningitis was the most prevalent disease form (51%), followed by pneumococcal meningitis (31%) andHaemophilus influenzae type Bmeningitis (10%). Themain clinical findings at admission were fever (93.1%), vomiting (67.9%), drowsiness (47.8%), headache (36.5%), irritability (28.3%), and seizures (26.4%). Suppurative complications were recorded in 19% of the patients. The prevalence of neurological sequelae during hospital discharge was 12.4%. Hearing (41%; n = 9) and cognitive (9%) impairments were prominent among the diagnosed sequelae. Incidences of epileptic crises, vestibular disorders, or hydrocephalus were noted in one case each (4.5%), and 12.4% of the patients died.

    Conclusions

    Streptococcus pneumoniae and H. influenzae type B were associated with the diagnosis of sequelae during hospital discharge, seizures were considered a risk factor for suppurative complications, and gastrointestinal symptoms or signs of clinical severity were associated with death.

    Keywords: Bacterial Meningitis, Pediatrics, Infectious Complications, Death
  • Huixian Li, Rui Xiao, Ruheena Javed, Kuanrong Li, Weitao Ye, Wei Zhou*, Huiying Liang
    Background

    Whether early lumbar puncture (LP) and blood indicators are suitable as diagnostic criteria and helpful to treatment strategies for newborns remains to be solved. The study was to evaluate the value of cerebrospinal fluid (CSF) at the first LP and blood indicators at the similar time in the early diagnosis and the drug therapy of neonatal bacterial meningitis.

    Materials and Methods

    We conducted a retrospective observational study of 997 infants with suspected bacterial meningitis between June 2012 and June 2018. CSF and blood parameters were evaluated by three stepwise logistic models to assess their ability: to distinguish bacterial meningitis from nonbacterial meningitis, to distinguish positive CSF culture from negative, and to distinguish Gram‑positive bacteria from negative.

    Results

    Of the 997 neonates, 236 (23.67%) were later diagnosed as bacterial meningitis. Of the neonates with meningitis, 54 (22.88%) had positive CSF culture results. And of neonates with positive CSF culture, 27 (50%) had Gram‑positive results. One or more CSF indicators were added to the three models. Only blood hypersensitive C‑reactive protein and blood lactate dehydrogenase were added to the first model, while no blood parameters was added to the other two models. The areas under the effect‑time curves of the three models were 0.91 (95% confidence interval [CI]: 0.89–0.92, P < 0.001), 0.69 (95% CI: 0.63–0.75, P < 0.001), and 0.86 (95% CI: 0.74–0.94, P < 0.001), respectively.

    Conclusion

    LP was irreplaceable predictor of bacterial meningitis, and comprehensive analysis of CSF indicators can predict the offending organism, which enables refinement of therapy.

    Keywords: Bacterial meningitis, cerebrospinal fluid, diagnosis, drug therapy, neonates
  • Wafa Abdullah Alshahrani *

    Bacterial meningitis is the 10th most common cause of death worldwide. Early detection and treatment can decrease the mortality and morbidity rates. In this review, the treatment regimen of bacterial meningitis will be discussed in adult patients based on the microorganism. The benefits of the usage of corticosteroid (Dexamethasone in particular) will be elaborated in lowering the rates of death and neurological complications. The results of different studies on patients in developed and developing countries will the presented. Also, meta- analysis studies will review the patients with different ages and those affected with different microorganism to emphasize the benefit of the corticosteroid regimen as a part of the bacterial meningitis treatment.

    Keywords: Bacterial meningitis, Adults, treatment, corticosteroid
  • عبدالکریم قدیمی مقدم، محمد امین قطعی، علی کشتکاری، محمد شبانکاره
    زمینه و هدف

    مننژیت باکتریال هنوز به عنوان یکی از خطرناک ترین بیماری های عفونی قابل درمان شناخته می شود که در صورت عدم تشخیص و درمان به موقع با مرگ و میر زیادی همراه خواهد بود. هدف از این مطالعه تعیین و بررسی شیوع عوامل باکتریال ایجاد کننده مننژیت  و فاکتورهای وابسته در بیماران بستری در بیمارستان امام سجاد (ع) شهر یاسوج بود.

    روش بررسی

    مطالعه حاضر از نوع توصیفی تحلیلی مقطعی می باشد، جامعه آماری 106  بیمار یک ماه تا 14 ساله مراجعه کننده به بیمارستان امام سجاد(ع) در سال 1397 بودند که بعد از شک بالینی به مننژیت مورد آنالیز مایع مغزی نخاعی قرار گرفتند. نمونه مایع مغزی نخانی بیمارانی با تعداد گلبول سفید بیشتر از 5 عدد به عنوان مننژیت باکتریال تشخیص داده و یک سی سی از آن در دمای 20 درجه سانتی گراد نگهداری شد. نمونه ها از نظر باکتری های مننگوکوک, هموفیلوس آنفلوآنزا استرپتوکوک پنومونیا و ژنوتایپ های این گونه با متد MULTIPLEX REAL TIME-PCR به روش Tag Man مورد بررسی قرار گرفتند. هم چنین اطلاعات دموگرافیک و بالینی و آزمایشگاهی بیماران جمع آوری و ثبت شد. داده ها با استفاده از آمار توصیفی و آزمون مربع کای تجزیه و تحلیل شدند.

    یافته ها

     از مجموع بیماران بررسی شده 33 درصد (35 نفر) دختر و 67 درصد (71 نفر) پسر بودند. بیشتر بیماران (9/50 درصد) بین یک ماه تا یک سال سن داشتند.34 درصد (36 مورد) از نمونه ها به روش مولکولی به عنوان مننژیت باکتریال تایید شدند که 25 نفر پنوموکوک و 11 نفر هم هموفیلوس آنفلوانزا تیپ b بود. ژنوتایپ F19 بیشترین شیوع را در بین ژنوتایپ های پنوموکک داشت. هیچ مورد مثبتی برای مننگوکوک یافت نشد. فقط یک مورد کشت مایع مغزی نخاعی مثبت شد که آن هم استاف کواگولاز منفی بود. هم چنین فقط 8 مورد (6/89 درصد) کشت خون مثبت وجود داشت. شایع ترین علامت بالینی تب بود. بین گروهPCR  منفی و گروه های PCR  مثبت تفاوت آماری معنی دار استفراغ (01/0=p)، راش (03/0=p)، برودزینسکی (02/0=p) و بیماری زمینه ای (002/0=p) و پروتئین (009/0=p)CSF وجود داشت.

    نتیجه گیری

    با توجه به نتایج به دست آمده در این مطالعه، می توان چنین نتیجه گیری کرد که پنوموکوک و سپس هموفیلوس آنفلوانزا تیپ b عوامل باکتریال اصلی ایجاد کننده مننژیت در کودکان مورد مطالعه هستند، در ضمن نتایج کشت CSF و کشت خون هم خوانی بسیار ضعیفی با نتایج حاصل از PCR  داشت.

    کلید واژگان: مننژیت باکتریال، هموفیلوس آنفلونزا، پنوموکوک
    A Ghadimi Moghaddam, MA Ghatee, A Keshtkari, M Shabankare
    Background & aim

    Bacterial meningitis is still recognized as one of the most dangerous infectious diseases that can lead to high mortality if not diagnosed and treated in a timely manner. The aim of this study was to determine the prevalence of bacterial agents causing meningitis and related factors in patients admitted to Imam Sajjad Hospital in Yasuj.

    Methods

    The present study was a cross-sectional descriptive-analytical study. The statistical population consisted of 106 patients one month to 14 years old referred to Imam Sajjad Hospital in 2018 who were analyzed for cerebrospinal fluid after clinical suspicion of meningitis. Spinal fluid sample of patients with white blood cell count greater than 5 was diagnosed as bacterial meningitis and one cc of it was stored at -20 ° C. Samples were analyzed for Meningococcus, Hemophilus influenza, Streptococcus pneumoniae and genotypes of this species using MULTIPLEX REAL TIME-PCR method by Tag Man method. Demographic, clinical and laboratory data were also collected and recorded. Data were analyzed using descriptive statistics and chi-square test.

    Results

    Of the total patients understudy, 33%(35) were female and 67%(71) were male. Most patients(50.9%) were between one month and one year of age. 34% (36 cases) of the specimens were confirmed as bacterial meningitis, 25 of which were pneumococcal and 11 of them were hemophilus influenzae type b. F19 genotype had the highest prevalence among pneumococcal genotypes. No positive results were found for meningococcus. Only one case of cerebrospinal fluid culture was positive, which was negative for coagulase staph. Also, only 8 cases(89.6%) had positive blood cultures. The most common clinical symptom was fever. There was a statistically significant difference between the negative PCR group and the positive PCR groups for vomiting (p=0.01), rash(p=0.03), Brodzinski(p=0.02) and underlying disease(p=0.002) and CSF(p=0/0009) existed.

    Conclusion

    According to the results obtained in this study, it can be concluded that pneumococcal and Haemophilus influenzae type b bacteria main cause of meningitis in children in the study, in addition to the cultivation of CSF and blood cultures correlate very poorly with results from PCR.

    Keywords: Bacterial Meningitis, MULTIPLEX REAL TIME-PCR, Hemophilus Influenzae, Pneumococcus
  • Arash Esshaghi, Ali Vahidian Kamyad, Ali Akbar Heydari *, Aghileh Heydari
    Background
    A correct diagnosis of a disease among several diseases with the same clinical symptoms is very important and is a difficult task in medical science. Misdiagnosis of these diseases in the short term causes very high and serious damage to the health of patients and usually results in loss of golden time.
    Objectives
    In this paper, our purpose is to achieve the best conclusion, which contributes to the diagnosis of the critical illness without losing the golden opportunity based on clinical data and using mathematical models, especially fuzzy mathematics.
    Methods
    The data regarding patient’s signs and symptoms were collected in the hospitals. We attained the best choice of diseases among the considered options of diseases by using basic fuzzy rules, fuzzy control techniques, fuzzy mathematics and fuzzy systems. To write the basic fuzzy rules, the information that we used was adopted by experts in infectious diseases or data records of patients who reached a definite diagnosis of disease by various tests. Then, by using these rules, the system of mathematical equations was formed. By solving this system, coefficients of a linear equation were estimated witch its values according to the clinical signs of a patient indicates the probability that the patient will be infected with that disease. In this process, the number of patients studied is n not effective. But the more patients are studied, the more accurately the coefficients of the diagnosis equation are obtained.
    Results
    The symptoms of some patients whose disease have been definitely diagnosed were used as inputs of the system of our equations and it was observed that the system’s outputs approximately coincide the exact diagnosis of the disease, which indicates that the equations obtained for the diagnosis of diseases are acceptable.
    Conclusions
    The findings of this study can help to correctly diagnose the disease without losing golden opportunities. We hope that using the results of this research, the error in the initial diagnosis of diseases is significantly reduced.
    Keywords: Fuzzy Logic, Mathematics, Fuzzy Control, Diagnosis, Differential Diagnosis, Crimean-Congo Hemorrhagic Fever (CCHF), Bacterial Meningitis, Severe Influenza
  • پرویز صالح، یوسف احمدی *
    زمینه
    توبرکلوزیس یا همان سل هنوز به عنوان یکی از معضلات مهم بهداشتی-درمانی در کشور ما محسوب می شود و سالانه به جمعیت بیماران مبتلا به سل 10 تا 20 میلیون نفر افزوده می شود. در این مطالعه سعی بر این بود تا ارزش تشخیصی آنزیم آدنوزین دآمیناز مایع مغزی نخاعی در مننژیت سلی تعیین گردد.
    روش کار
    67 مورد از بیماران بر اساس معیارهای CSF که مشکوک به مننژیت سلی بودند وارد مطالعه شدند. هنگام انجام LP برای انجام بررسی مایع مغزی- نخاعی بیماران، 2 سی سی از مایع CSF برای اندازه گیری سطح ADA مایع CSF اخذ شد. سطح ADA مایع CSF با استفاده از روش اسپکتروفتومتری کینتیک اندازه گیری شد.
    یافته ها
    بیشترین مقادیر اندازه گیری شده ADA در بیماران مبتلا به مننژیت توبرکلوز IU/L63/14±57/20 و کمترین مقادیر اندازه گیری شده ADA در مننژیت نوروبروسلوزیس IU/L57/0±50/2 مشاهده شد. مقدار Cutoff Point ADA در تشخیص مننژیت توبرکلوز با حساسیت 1/81 درصد و اختصاصیت 5/76 درصد برابر IU65/9 بود.
    نتیجه گیری
    سطوح ADA مایع مغزی نخاعی در موارد مننژیت توبرکلوزی در مقایسه با مننژیت غیرتوبرکلوزی با حساسیت و اختصاصیت خوبی افزایش پیدا می کند و یک روش تشخیصی ساده و ارزان در کنار سایر روش ها برای تشخیص سریع مننژیت توبرکلوزی می باشد.
    کلید واژگان: آدنوزین دآمیناز، مایع مغزی نخاعی، مننژیت سلی، مننژیت باکتریال، مننژیت ویرال
    Parviz Saleh, Yousef Ahmadi*
    Background
    Tuberculosis is still considered as one of the major health-care problems in our country and affects annually population of 10 to 20 million TB patients. The aim of this study was to evaluate the diagnostic value of cerebrospinal fluid adenosine deaminase enzyme in tuberculosis meningitis.
    Methods
    A total of 67 patients were included in the study based on CSF criteria that were suspected to cause saline meningitis. When performing LP, a 2-cc of CSF fluid was taken to measure the level of ADA fluid in the CSF. The level of ADA liquid CSF was measured using kinetic spectrophotometry.
    Results
    Highest ADA values in patients with TB meningitis (25.57 ± 19.63 IU/L) and the lowest ADA values in neuro-brucellosis meningitis (2.50 ± 0.57 IU/L). The amount of Cutoff Point was ADA in detecting TB meningitis with a sensitivity of 81.1% and specificity of 76.5%, equal to 9.68 IU ‏.
    Conclusion
    ADA levels of cerebrospinal fluid in cases of TB meningitis, compared to non-TB meningitis, with a high sensitivity and specificity increase and is a simple and inexpensive diagnostic procedure, along with other diagnostic methods for the rapid diagnosis of TB meningitis.
    Keywords: Adenosine Deaminase, Cerebrospinal Fluid, TB Meningitis, Bacterial Meningitis, Viral Meningitis
  • Soheil Mehrdadi *
    Context
    Military personnel and recruits are generally a high-risk group for meningococcal disease, with a reported incidence of four to ten times greater than that of the general population. Unlike progresses in medicine, bacterial meningitis is still recognized as a medical emergency, which necessitates immediate actions for the definitive diagnosis and subsequently proper antimicrobial regimen. The mortality and morbidity rate are still high even with proper therapeutics and diagnosed cases, if left unattended, can reach 100% mortality. Epidemics with certain pathogens, especially N. meningitidis, might result in grave situations in public health levels in crowded places, namely military bases and camps, and this necessitates proper precautionary actions. Various vaccines have been introduced to control outbreaks in the public health context.
    Evidence Acquisition
    In this review article, 45 related literatures regarding the “acute bacterial meningitis” were studied searching the Internet using Medical data bases such as PubMed and Google Scholar, using the keyword of acute bacterial meningitis.
    Results
    Due to high morbidity and mortality rate, providing accurate, detailed, and citable information is vital, especially, concerning the etiology and persons at highest risk to guarantee and ensure public health and appropriate management.
    Conclusions
    Despite a decrease in morbidity and mortality in the recent years, it is still one of the fatal diseases of the world. However, a definitive diagnosis, prompt therapeutic strategy, decent adjunctive treatment, and vaccinations can all have positive influences in the context of the best patient care.
    Keywords: Military Personnel, Recruits, Military Medicine, Meningococcal Disease, Bacterial Meningitis, Diagnosis, Prevention, Control, Mortality, Morbidity
  • مصطفی لنگری زاده، عصمت خواجه پور*، راحله سالاری، حسن خواجه پور
    زمینه و هدف
    تشخیص افتراقی مننژیت باکتریال امری پیچیده است، زیرا ویژگی های تشخیصی زیادی در آن دخالت دارد. از سوی دیگر، امروزه منطق فازی و شبکه های عصبی مبنای بسیاری از سیستم های هوشمند هستند و ظرفیت لازم را برای حل مشکلات تشخیصی این بیماری دارند. هدف این مقاله، مقایسه ی منطق فازی و شبکه های عصبی مصنوعی در افتراق مننژیت باکتریال از سایر مننژیت هاست.
    روش بررسی
    در این مطالعه برای تشخیص افتراقی مننژیت باکتریال از سایر مننژیت ها، ابتدا 6 فاکتور اصلی با مشورت پزشکان انتخاب شد. در مرحله دوم از نرم افزار MatLab برای طراحی سیستم ها استفاده شد و سپس با استفاده از داده های 26 بیمار هر دو سیستم ارزیابی گردید.
    یافته ها
    تشخیص افتراقی مننژیت باکتریال از دیگر مننژیت ها در سیستم مبتنی بر منطق فازی، صحت، ویژگی و حساسیت تشخیص 88، 92 و 100، و در سیستم مبتنی بر شبکه ی عصبی نیز 92، 94 و 88 درصد را نشان داد. آزمون کاپای این دو به ترتیب 0/830(0/001>p) و 0/830 با (0/001>p) و فضای زیر منحنی ROC نیز معادل و 0/940 و 0/910 بود.
    نتیجه گیری
    حساسیت، میزان تطابق و عملکرد روش منطق فازی نسبت به روش شبکه عصبی بهتر است. اگر چه، منطق فازی برای تشخیص افتراقی مننژیت باکتریال قابل اعتمادتر بود. اما از آنجایی که دو سیستم با استفاده از داده های 26 بیمار و از یک مرکز مورد ارزیابی قرار گرفته، بهتر است در مطالعات آینده موارد بیشتری بررسی شود.
    کلید واژگان: منطق فازی، شبکه عصبی، مننژیت باکتریال
    Mostafa Langarizadeh, Esmat Khajehpour *, Rahele Salari, Hassan Khajehpour
    Background And Aim
    Bacterial meningitis detection is a complicated problem because of having several components in order to be diagnosed and distinguished from other types of meningitis. Fuzzy logic and neural network, frequently used in expert systems, are able to distinguish such diseases. The purpose of this paper is to compare Fuzzy logic and artificial neural networks for distinguishing bacterial meningitis from other types of meningitis.
    Materials And Methods
    In this study to detect and distinguish bacterial meningitis from other types of meningitis, in the first step 6 attributes were selected by infectious disease specialists. In the second step, systems were designed by Matlab software. The systems were evaluated by 26 records of meningitis patients, and results were analyzed by SPSS software.
    Results
    The evaluation showed that the accuracy, specificity and sensitivity of fuzzy method were 88%, 92% and 100% respectively and those of neural network methods were 92%, 94% and 88% respectively. The Kappa test result in fuzzy and neural network methods were 0.83 (p
    Conclusion
    The sensitivity, the Kappa test results and the areas under the ROC curve of the fuzzy logic method were better than neural network method. However the fuzzy logic method is more reliable to distinguish bacterial meningitis from other type of Meningitis, the evaluation result were obtained from 26 records of meningitis patient which were hospitalized in the same center leads to the study be still open.
    Keywords: Fuzzy Logic, Neural Network, Bacterial Meningitis
  • علیشا اکیا، کمال احمدی*، بیژن نعمانپور
    مقدمه
    نایسریا مننژیتیدیس (Neisseria meningitidis) باکتری سخت رشد و از عوامل اصلی مننژیت و سپسیس حاد می باشد که درمان مناسب آن، به تشخیص صحیح و به موقع بستگی است. هدف از انجام این مطالعه، بررسی عفونت نایسریا مننژیتیدیس در نمونه های مایع مغزی- نخاعی (Cerebrospinal fluid یا CSF) بیماران مشکوک به مننژیت بود.
    روش
    در مطالعه حاضر، نمونه های مایع مغزی- نخاعی 198 نمونه بیمار مشکوک به مننژیت با استفاده از روش Real-time PCR (Real-time polymerase chain reaction) و پرایمر اختصاصی ژن ctrA مننگوکوک با طول 110 جفت باز (bp) مورد بررسی قرار گرفت. اطلاعات بیماران و همچنین، داده های تجزیه مایع مغزی- نخاعی نیز جمع آوری شد.
    یافته ها
    میانگین سنی بیماران مورد بررسی، 3/25 ± 1/32 سال بود. در کل، نمونه 7 بیمار (5/3 درصد) با میانگین سنی 2/28 ± 0/44 سال از نظر عفونت مننگوکوک مثبت اعلام شد که به ترتیب دارای میانگین پروتئین و گلوکز 86/39 و 86/41 میلی گرم بر دسی لیتر بود. در نمونه های مثبت، میانگین تعداد گلبول های سفید(White blood cells یا WBC)، 5009 و میزان سلول Polymorphonuclear در نمونه های مثبت شده، 5/76 درصد بود.
    نتیجه گیری
    بیشترین موارد مثبت عفونت مننگوکوک، در بیماران مرد میان سال و بالاترین شیوع مننژیت باکتریال در فصل زمستان تشخیص داده شد. به نظر می رسد که روش های مرسوم کشت، فاقد حساسیت کافی برای شناسایی این باکتری در نمونه های مایع مغزی- نخاعی باشد، اما تکنیک های مولکولی نظیر Real-time PCR، روش هایی دقیق، سریع و حساسی برای تشخیص مننگوکوک در مایع مغزی- نخاعی است. یافته های سیتولوژی و بیوشیمیایی نمونه های مایع مغزی- نخاعی نیز می تواند سرنخ با ارزشی در تشخیص مننژیت باکتریایی فراهم کند.
    کلید واژگان: مننژیت باکتریال، Real، time polymerase chain reaction، مننگوکوک
    Alisha Akya, Kamal Ahmadi *, Bizhan Nomanpour
    Background and Aims
    Neisseria meningitidis is bacteria fastidious, and the main causes of meningitis and acute sepsis. Appropriate treatment depends on accurate and timely diagnosis. This study aimed to identify Neisseria meningitidis infection in samples of cerebrospinal fluid (CSF) in patients with suspected meningitis.
    Methods
    In this study, 198 samples of cerebrospinal fluid of patients with suspected bacterial meningitis were assessed using real-time polymerase chain reaction (real-time PCR) targeted with specific primers prepared from meningococcal ctrA gene with the length of 110 bp. In addition, the data of patients and analysis of cerebrospinal fluid were collected.
    Results
    The mean age of the studied patients was 32.1 ± 25.3 year. Totally, the samples of 7 patients (3.5%) with the mean age of 44.0 ± 28.2 years were positive for meningococcal infectioun with the mean protein and glucose levels of 39.86 and 41.86 mg/dl, respectively. In positive cases, the mean number of white blood cells was 5009 with the mean polymorphonuclear (PMN) value was 76.5%.
    Conclusion
    In this study, most of the positive cases were middle-aged men with a higher incidence rate in the winter. It seems that the traditional methods of cultivation are not sensitive enough to detect this bacterium in cerebrospinal fluid. Alternatively, the molecular techniques such as real-time polymerase chain reaction seem to be accurate, sensitive and rapid for the detection of meningococcus in cerebrospinal fluid. The cytological and biochemical findings of cerebrospinal fluid can provide valuable clues in the diagnosis of bacterial meningitis.
    Keywords: Bacterial meningitis, Real, time polymerase chain reaction, Meningococcal
  • Zahra Arab, Mazar, Shervin Shokouhi, Amirhossein Moghtader Mojhdehi
    Background
    Streptococcus pneumoniae (S. pneumoniae) is a gram-positive pathogen bacteria which causes a variety of diseases, including otitis media, bacteremia, and meningitis.
    Cases Report: A 19-year-old man with paroxysm was admitted to emergency department of hospital. He was diagnosed with S. pneumoniae meningitis on the basis of an analysis of the cerebrospinal fluid and blood culture.
    Conclusion
    We present a rare case of meningitis. The treatment was successful by just relying on the antibiogram test results. Vancomycin treatment was discontinued, and the patient fully recovered with Ceftriaxone
    Keywords: Bacterial meningitis, Streptococcus pneumonia, Orbital bone fracture
  • Babak Karimi, Gholamreza Khademi, Hossein Akhavan*, Fateme Khorsandi
    Meningitis is an acute inflammation of the protective membranes covering the brain and spinal cord, which are known as the meninges. This infection may be caused by Streptococcus pneumonia bacteria. In this study, we presented the case of a female newborn with meningitis secondary to Streptococcus pneumonia. Her birth weight and height were normal. After 24 hours of birth, the neonate was diagnosed with tachypnea, without presenting any signs of fever or respiratory distress. The newborn was referred to Sheikh Children's Hospital, where chest X-ray showed clear lungs with no evidence of abnormality. Furthermore, the cardiothoracic ratio was normal. A complete blood count demonstrated white blood cell (WBC) count of 5400/uL. In Blood/Culcture ratio (B/C) test, Streptococcus pneumonia was reported, and the results of the cerebrospinal fluid (CSF) analysis confirmed this result. Following 14 days of receiving antibiotic therapy, the results of CSF analysis were within the normal range. Her visual and hearing examinations were normal, and demonstrated improved situation. The infant was discharged with exclusive breastfeeding.
    Keywords: Bacterial meningitis, Newborn, Intensive care unit
  • حمید آهنچیان، فرح اشرف زاده، عبدالکریم حامدی، حمید فرهنگی، سیدعلی جعفری، محمدعلی کیانی، سید حمیدحسینی، علی خاکشور*
    زمینه و هدف
    مننژیت یکی از اورژانس های مهم در طب اطفال می باشد که نوع میکروبی آن میزان مرگ و میر و عوارض نسبتا بالایی دارد، با توجه به اینکه حدود 5% مننژیت ها منشا میکروبی دارند، یافتن راهی که با حساسیت بالا بتواند دو نوع مننژیت را از یکدیگر تشخیص دهد دارای اهمیت می باشد. در این مطالعه سطح پروکلسیتونین به عنوان معیاری برای تشخیص مننژیت مورد بررسی قرار گرفته است.
    مواد و روش کار
    این مطالعه به صورت مقطعی بر روی 32 کودک 2 ماهه تا 14 ساله مبتلا به مننژیت مراجعه کننده به اورژانس اطفال انجام شد. نمونه ها بر اساس یافته های بالینی به دو گروه مننژیت میکروبی و مننژیت غیر میکروبی تقسیم شدند. برای همه بیماران آزمایشات لازم انجام شد. 20 کودک سالم نیز به عنوان گروه کنترل انتخاب شده و پروکلسیتونین و WBC خون در آنها اندازه گیری شد. سپس نتایج با استفاده از نرم افزار 17 SPSS و آزمون های آماری من ویتنی، کای دو و تی تست در بین بیماران مقایسه گردید.
    یافته ها
    میانگین سنی کودکان 6/ 42 ماه بود. از بین متغیرهای مورد بررسی سن، جنسیت، ESR، CRP و کشت CSF بین دو گروه مننژیت میکروبی و غیر میکروبی تفاوت آماری معنی داری نداشت. هیچ یک از کودکان سالم پروکلسیتونین بیشتر از ng/ml5/0 نداشتند. 80%کودکان در گروه میکروبی و 33/ 8% در گروه غیر میکروبی دارای پروکلسیتونین بیشتر از ng/ml2 بودند.
    نتیجه گیری
    پروکلسیتونین می تواند به عنوان یک معیار کارآمد با نقطه برش ng/ml2 در افتراق افراد سالم از مبتلایان مننژیت به کار رود. همچنین پروکلسیتونین بیشتر از ng/ml2 را می توان به عنوان نقطه برش در تشخیصی مننژیت میکروبی مشخص کرد.
    کلید واژگان: مننژیت میکروبی، مننژیت غیر میکروبی، پروکلسیتونین
    H. Ahanchian, F. Ashrafzadeh, Ab Hamedi, H. Farhangi, Sa Jafari, Ma Kiani, Sh Hosseini, A. Khakshour*
    Background and Objectives
    Meningitis is one of the important emergencies in pediatrics. Proper and timely treatment prevents high mortality and morbidity of bacterial meningitis. Given that only5% of meningitis are bacterial، finding a sensitive method to discriminate between the two types of meningitis is of clinical importance. In this study procalcitonin levels as a criterion for the diagnosis of bacterial meningitis and aseptic was studied.
    Material and Methods
    This was a case control cross sectional study in which 32 children with clinically suspected meningitis admitted to the hospital were studied. According to the clinical findings and results of CSF analysis، the patients were classified into two groups: bacterial meningitis and aseptic meningitis. For all cases CSF analysis & culture were done and procalcitonin،ESR، CRP & WBC were measured. Twenty healthy children were selected as control group and their procalcitonin and WBC was measured. Data were analyzed by SPSS software.
    Results
    The average age was 42. 6 months. There was no significant difference between two groups in terms of age، sex، ESR، CRP and CSF culture. Serum procalcitonin levels in control group were less than 0. 5ng/ml. 80% of bacterial meningitis and only one child (8. 33%) in aseptic meningitis had serum procalcitonin more than 2ng/ml.
    Conclusion
    Serum procalcitonin level could be used as a useful diagnostic test with the cut of point 0. 5ng/ml differentiating healthy subjects from patients with meningitis. and Procalcitonin more than 2 ng / ml can be identified as Cut of Point diagnosis of bacterial meningitis.
    Keywords: Bacterial meningitis, Aseptic meningitis, Procalcitonin
  • Mohammad Motamedifar, Hadi Sedigh Ebrahim-Saraie *, Davood Mansury, Iraj Nikokar, Zahra Hashemizadeh
    Background
    Meningitis is a serious inflammation of the meninges, mainly caused by bacteria. Treatment of this life threatening disease should not be delayed; therefore, rapid empirical antibiotic therapy should be immediately started. Antimicrobial therapy based on early Cerebrospinal Fluid (CSF) examination has an important role in limitation of bacterial meningitis..
    Objectives
    The current study aimed to identify the prevalence of etiological agents of bacterial meningitis and their susceptibility patterns against commonly used antibiotics..Patients and
    Methods
    This cross-sectional study was performed within a two-year period 2011-2013 on all patients with suspected meningitis referring to Nemazee Hospital, Shiraz, Iran. Cerebrospinal fluid specimens were collected aseptically, and conventional methods were employed to isolate and identify the bacteria. Antimicrobial susceptibility tests were performed using disk diffusion method according clinical and laboratory standards institute (CLSI) recommendation..
    Results
    Out of 2229 suspected meningitis cases, 255 (11.4%) were detected as positive culture. Most of the isolates were Gram-positive cocci, which 116 (45.5%) were Staphylococcus epidermidis, and 20 (7.8%) identified as Streptococcus spp. Among Gram-negative isolates, Escherichia coli and Acinetobacter spp., each with 19 isolates (5.9%), were predominant. Overall, the most effective antibiotics against Gram-positive cocci were vancomycin (91.5%), chloramphenicol (75.2%), and gentamicin (59.3%), respectively. Gram-negative isolates were mostly susceptible to gentamicin (65.1%), chloramphenicol (42.9%), and ciprofloxacin (39.7%), respectively..
    Conclusions
    Gram-positive cocci, such as (Coagulase-Negative Staphylococci) CoNS and aerobic Gram-negative bacilli, were identified as the common etiologic agents of bacterial meningitis. Since the majority of these isolates was part of the normal flora and considered as opportunistic nosocomial infections, it is required to consider the importance of infection control programs in the healthcare centers..
    Keywords: Bacterial Meningitis, Cerebrospinal Fluid, Nosocomial Infections
  • مصطفی لنگری زاده، عصمت خواجه پور*، حسن خواجه پور، طیبه نوری
    مقدمه
    مننژیت باکتریال نیاز به تشخیص و درمان به موقع دارد. در غیر این صورت میزان مرگ و میر و عوارض نسبتا زیادی دارد. در مراحل اولیه بیماری، افتراق مننژیت باکتریال که خطرناک ترین نوع مننژیت محسوب می شود از انواع بی خطر آن امری پیچیده و با خطای بالایی همراه است. از این رو در این پژوهش با استفاده از منطق فازی، سیستم خبره ای ارائه شده که مننژیت باکتریال را از انواع دیگر مننژیت افتراق می دهد.
    روش
    در سیستم خبره ارائه شده از دو موتور استنتاج فازی (تشخیص مننژیت باکتریال و پیشنهاد LP مجدد)،استفاده می کند. در هر دو موتور استنتاج از مدل ممدانی با مشخصه های max_min به عنوان عملگرهای AND _OR و روش مرکز جرم برای غیرفازی-سازی، استفاده شده است.
    نتایج
    زیرسیستم استنتاج تشخیص مننژیت باکتریال با استفاده از اطلاعات 106 بیمار مبتلا به مننژیت، ارزیابی شد. صحت، حساسیت و دقت سیستم به ترتیب 92، 100 و 89 درصد بود. سطح زیر منحنی ROC 0/947 و ضریب کاپا توافق 0/83(p<0.001) بین تشخیص سیستم و تشخیص پزشک را نشان می دهد. زیر سیستم پیشنهاد LP مجدد نیز توسط اطلاعات 75 بیمار مبتلا به مننژیت غیر باکتریال، ارزیبی شد. صحت، حساسیت و دقت سیستم به ترتیب 96،100 و 95 درصد بود. سطح زیر منحنی ROC 0/96 و ضریب کاپا توافق 0/87(p<0.001) بین تشخیص سیستم و تشخیص پزشک را نشان می دهد.
    نتیجه گیری
    با توجه به پیچیدگی تشخیص مننژیت باکتریال و اهمیت تشخیص به موقع و نیز نتایج مطلوب حاصل از به کارگیری و ارزیابی سیستم خبره پیشنهادی، این سیستم می تواند در تشخیص و افتراق مننژیت حاد باکتریال از سایر مننژیت ها مفید باشد، اما لازم مطالعات بیشتر با داده ها متنوع تر و بیشتری برای ارزیابی بهتر و تایید سیستم، انجام شود.
    کلید واژگان: مننژیت باکتریال، سیستم خبره، منطق فازی، کودکان
    Mostafa Langarizade, Esmat Khajehpour*, Hassan Kajehpour, Tayebe Noori
    Introduction
    Bacterial meningitis requires timely diagnosis and treatment; otherwise it will have relatively high complications and mortality and morbidity. In the early stages of the disease distinguishing between bacterial meningitis that it is most dangerous type and other type is so complicated and inaccurate. Hence in this study a fuzzy expert system for distinguish bacterial meningitis from other kind of meningitis in children is presented.
    Method
    In the proposed fuzzy system, two fuzzy inference engines (The diagnosis of bacterial meningitis and the proposed new LP) were used. Mamdani model was used in both fuzzy inference engines using Max-Min as AND-OR operators and Centroid method was used as defuzzification technique.
    Results
    The first fuzzy inference engine was evaluated using data obtained from 106 patients’ records admitted with meningitis. Accuracy, sensitivity, and precision of the system in terms of bacterial meningitis diagnosis were 91%, 100% and 89% respectively. The ROC curve was used to show system performance graphically and the area under the ROC curve was 0.947. To measure agreement of system results with the physician diagnosis, Kappa statistics was employed and showed a high relation (K=0.79, P<0.001). Extracted data from 75 cases with non-bacterial meningitis were used to evaluate the second inference engine and accuracy, sensitivity, and precision of this system were 96%, 100%, and 95% respectively, and the area under the ROC curve was 0.96 and Kappa statistic showed a very high agreement between the system output with physician diagnosis (K=0.87,P<0/001).
    Conclusion
    According to the complexity and importance of early diagnosis of bacterial meningitis, and favorable results of the implementation and evaluation of the suggested expert system, therefore this system can be useful for detecting and differentiating acute bacterial meningitis of other meningitis, but more studies must be performed for better assessment and verification of system.
    Keywords: Bacterial meningitis, Expert system, Fuzzy logic, Children
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