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2.
Eur Spine J ; 33(3): 1081-1088, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38170270

ABSTRACT

PURPOSE: Spine surgeries have experienced exponential growth over the past 2 decades. These surgeries are often accompanied by long and severe perioperative pain, presenting a significant management challenge. This study aims to assess and compare the efficacy of two techniques for postoperative pain (POP) management in lumbar spine surgeries: ultrasound-guided erector spinae plane block (ESPB) and intraoperative freehand ESPB. METHODS: In this prospective randomized non-inferiority trial (Registration Number: IRCT20221107056427N1), adult patients who were candidates for lumbar spinal fusion surgery were randomly divided into two groups: ultrasound-guided ESPB (n = 29) and freehand ESPB (n = 29). The primary outcomes were the total amount of morphine consumed during the first 24 h following the surgery and the numerical rating scale (NRS) pain score at various time points within the first 24 h following the surgery. The secondary outcome was the fentanyl used during surgery. RESULTS: Participants in the intraoperative freehand approach had considerably higher total morphine consumption in the first postoperative 24 h. The trend of NRS changes in both the ultrasound-guided ESPB group and the freehand ESPB group during the first 24 h after surgery showed a significant decrease. Still, there was no significant difference between the two groups. However, the first analgesic demand time was significantly shorter in the intraoperative freehand ESPB group compared to the ultrasound-guided approach. CONCLUSION: According to our results, the ultrasound-guided approach of ESPB is more effective in POP management and opioid sparing in lumbar spinal fusion surgeries compared to the freehand approach. However, the data from this study are not sufficient to draw robust conclusions, and further randomized controlled trials with larger sample sizes are required to validate our results.


Subject(s)
Nerve Block , Spinal Fusion , Adult , Humans , Analgesics, Opioid/therapeutic use , Morphine , Pain, Postoperative/drug therapy , Pain, Postoperative/prevention & control , Prospective Studies , Ultrasonography, Interventional
3.
Adv Biomed Res ; 12: 198, 2023.
Article in English | MEDLINE | ID: mdl-37694242

ABSTRACT

Background: To prove the position of aripiprazole as a preventive and safe agent in delirium in patients admitted to the intensive care unit (ICU), it is necessary to conduct randomized controlled clinical trials with appropriate design. Materials and Methods: In this study, 80 patients were randomly divided into two groups of 40. Group A received placebo mart for one week, and group B received 15 mg aripiprazole daily (dissolved in 10 cc) daily. As a criterion for assessing delirium, the Confusion Assessment methods for the ICU (CAM-ICUs) were evaluated daily for patients. At the end of the study, the trends of CAM-ICU and CAM-ICU changes on day 7 were compared between the two groups. All statistical tests were performed in two domains with a significance level of 5% using the t-test. Statistical Package for the Social Sciences (SPSS) 21 software was used to analyze the data. Results: The use of aripiprazole in the studied indices was not statistically significant (P > 0.05). The results related to the length of stay in the ICU, showed that although the use of aripiprazole has reduced the length of hospitalization of patients in the ICU, this rate of reduction, was not significant (P > 0.05). Conclusion: The use of aripiprazole with the approach of reducing the risk or controlling the occurrence of delirium on patients admitted to the intensive care unit, despite creating some beneficial effects such as reducing the length of hospital stay in the ICU, cannot be clearly and significantly effective.

4.
Adv Biomed Res ; 12: 58, 2023.
Article in English | MEDLINE | ID: mdl-37200747

ABSTRACT

Background: Shoulder pain is considered as the most important and relatively common postoperative cholecystectomy complications that often controls in recovery room by systemic narcotics that may have some side effects. The aim of this study was to evaluate the effect of premedication with oral tizanidine on shoulder pain relief after elective laparoscopic cholecystectomy. Materials and Methods: In this double-blinded clinical trial, 75 adults of American Society of Anesthesiologist physiologic state 1 and 2 scheduled for elective laparoscopic cholecystectomy under general anesthesia were selected and randomly divided in three groups of T, P, and control groups. Ninety minutes before the induction of anesthesia, patients received either 4 mg tizanidine (T group), 100 mg pregabalin (P group), or orally in 50cc or the same volume of plain water as a placebo (control group). Then, the vital signs, pain intensity, and the need for analgesic were measured during 24 hours and then compared in the groups. Results: There was no significant difference in patient characteristics, with respect to age, weight, gender, and duration of anesthesia and surgery between the groups (P > 0.05). The pain intensity and need for analgesic were significantly lower in tizanidine and pregabalin groups than the control group (P < 0.003) vs (P < 0.001). There was no significant difference in vital signs characteristics between the groups. Conclusion: Oral administration of 4 mg tizanidine and 100 mg pregabalin 90 minutes before laparoscopic cholecystectomy significantly relive postoperative shoulder pain and analgesic consumption without any complication.

5.
Adv Biomed Res ; 12: 59, 2023.
Article in English | MEDLINE | ID: mdl-37200748

ABSTRACT

Background: Controversy remains about the positive role of music during general anesthesia and postoperative recovery. We, therefore, tested the hypothesis that intraoperative exposure to classical music reduces the propofol necessary to maintain the bispectral index (BIS) close to 50 during vitrectomy surgery. Materials and Methods: This double-blind clinical study is evaluating 50 patients undergoing vitrectomy surgery under general anesthesia. Patients were randomly assigned to music and white noise groups, and relevant sounds were played to patients after induction of anesthesia. The two groups were compared for the use of propofol as an anesthetic to maintain a BIS near 50 and for postoperative pain, anxiety, nausea, and vomiting. Results: Propofol consumption to maintain the set BIS score was much lower in the music group than in the white noise group (78.72 ± 25.76 microgram/kg/min and 117.91 ± 36.78 microgram/kg/min, respectively, P-value = 0.000). Postoperative pain scores were also much lower in the music group than in the white noise group (P-value = 0.000) and anxiety levels between these two groups did not differ (P-value = 0.870). No patient in the music group had complaints of postoperative nausea and vomiting (PONV) compared to six patients in the white noise group (P-value = 0.011). Conclusions: Listening to music during general anesthesia for vitrectomy surgery can reduce the use of anesthetics, postoperative pain, and PONV. Further, controlled studies are necessary to confirm our results.

6.
Adv Biomed Res ; 12: 83, 2023.
Article in English | MEDLINE | ID: mdl-37200767

ABSTRACT

Background: Nonfunctioning pituitary adenomas (NFPAs) are the most common pituitary tumors and although they do not secrete hormones, they can have systemic effects. These tumors affect the function of other organs in the body by exerting pressure on the pituitary gland. There are differences between biomarkers NFPAs compared to healthy people. This study was conducted to show blood marker changes in adenomas compared to healthy people. Materials and Methods: This article compared the blood markers of NFPAs with healthy individuals retrospectively. The difference between blood markers in the two groups was statistically investigated where the predictive value of blood markers in the differentiation of the two groups was determined. An artificial neural network was also designed using the blood markers with its accuracy and predictive value determined. Results: A total of 96 NFPAs (nonfunctional pituitary adenoma) and 96 healthy individuals were evaluated. There was statistically a significant difference and positive correlation in platelet to lymphocyte ratio, neutrophil to lymphocyte ratio, and derived neutrophil to lymphocyte ratio between NFPAs and healthy individuals. There was a significant and negative correlation between red blood cell (RBC), lymphocyte, and monocyte between the two groups. RBC as an independent factor was associated with NFPAs. In this study, the artificial neural network was able to differentiate between NFPTs cases and healthy individuals with an accuracy of 81.2%. Conclusion: There are differences between blood markers in NFPAs relative to healthy people and the artificial neural network can accurately differentiate between them.

7.
Anesth Pain Med ; 13(5): e139758, 2023 Oct.
Article in English | MEDLINE | ID: mdl-38476989

ABSTRACT

Background: The pain experienced following supratentorial brain surgery is usually defined as moderate to severe. Therefore, pain-management approaches, including narcotics, are an integral part of treatment regimens that cause respiratory complications or seizures, and reducing this pain level and increasing patient satisfaction is vital. Methods: This randomized, double-blind clinical trial study to evaluate the pain level and satisfaction in patients undergoing surgery for supratentorial brain neoplasms was performed on two groups with a sample size of 50 patients. In group I, after removal of the brain lesion (at the beginning of dura closure), 400 mg of ibuprofen solution was infused intravenously over 30 minutes. In group II, morphine 0.07 mg/kg intravenously with 1000 mg paracetamol was infused over 30 minutes. After injecting ibuprofen and paracetamol morphine, the patient's pain level and satisfaction with the process were checked. Results: Patients' satisfaction score in the first 6 hours in the ibuprofen group was 1.67 ± 0.72, and in the other group was 2.27 ± 0.7, which was statistically different (P-value = 0.029). The mean of VAS in the first, second, third, and fourth hours was not statistically different. In the comparative analysis of the laboratory indicators of platelet function analysis in the two groups, none of the measured items had a significant difference between the two groups in the three measurement periods (P > 0.05). Conclusions: Administration of ibuprofen led to pain relief and patient satisfaction comparable to morphine and paracetamol, and after the surgery for supratentorial brain tumors, ibuprofen did not affect the patients' blood clotting functions.

8.
Iran J Child Neurol ; 16(3): 199-203, 2022.
Article in English | MEDLINE | ID: mdl-36204441

ABSTRACT

Introduction: Posterior cerebral artery (PCA) aneurysms are a rare group of intracranial aneurysms. Pediatric aneurysms account for approximately 4% of all aneurysms and are commonly associated with an underlying predisposing disorder, such as trauma. In contrast to traumatic aneurysms, spontaneous dissecting cases are pointed out as a rare cause of pediatric aneurysms. The current paper presented a spontaneous dissecting aneurysm in a 10-month-old female infant. Case Report: The case was a 10-month-old female infant admitted to the Neurology Ward of Imam Hossein Hospital, Tehran, Iran, with a ruptured dissecting PCA aneurysm for a diagnostic brain angiography. Brain computerized tomography scan and magnetic resonance imaging showed left occipital subarachnoidal and intraventricular hemorrhage, left periventricular intracranial hemorrhage, and PCA infarct. The endovascular embolization was performed for her, and the aneurysm and parent artery were obliterated with two coils. No clinical deficits and complications happened during and after the procedure. Discussion: Dissecting PCA aneurysm is a rare condition, particularly in infants. Endovascular coiling and surgical clipping are two treatment options for cerebral aneurysms, one of which might be preferred according to the symptoms and age of the patient.

9.
Med J Islam Repub Iran ; 36: 47, 2022.
Article in English | MEDLINE | ID: mdl-36128289

ABSTRACT

Background: Low pressure laparoscopic cholecystectomy has been advocated due to reduction in postoperative pain, ventilation problems, hemodynamic complications, and potential for reduction in surgical events. No reported data have been found focusing on the effects of low-pressure laparoscopic cholecystectomy on intracranial pressure (ICP). The aim of this study was to investigate the effect of low-pressure laparoscopic cholecystectomy on intracranial pressure measured by optic nerve sheath diameter (ONSD) in Imam Hossein Medical Center, Tehran, Iran. Methods: The patients classified as American Society of Anesthesiologists physical status I or II undergoing elective laparoscopic cholecystectomy due to benign gallbladder disease were randomly assigned to low-pressure laparoscopy (LPL) group or normal pressure laparoscopy group (NPL). ONSD was measured at 3 different times: (1) before induction of anesthesia; (2) after initiation of gas insufflation; and (3) after the termination of gas insufflation. The collected data were entered into SPSS software (V 24). Data were demonstrated with frequency (percentage) or mean ± standard deviation. We used the Mann-Whitney test to compare the means of continuous variables. The Friedman test was used to compare the mean of variables over time in each of the 2 groups. The significance level in all analyses was considered at ˂0.05. Results: ONSD after the termination of gas insufflation was significantly lower in the LPL group with the mean of 4.97±0.83 mm than the NPL group with the mean of 5.62±1.32 mm (p=0.018). ONSD before induction of anesthesia or immediately after gas insufflation did not differ significantly between LPL and NPL groups. Duration of anesthesia and surgery, mean arterial pressure, the total dose of propofol (p=0.600), and fentanyl (p=0.201) did not show significant differences between the 2 groups. Conclusion: ONSD was lower with low-pressure laparoscopic cholecystectomy after the termination of gas insufflation, which emphasized the neural protective effect of low intraperitoneal pressure. Further studies are needed to evaluate this diagnostic tool in different populations, especially in patients with increased ICP undergoing laparoscopic interventions.

10.
Ann Med Surg (Lond) ; 78: 103695, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35734699

ABSTRACT

Background: Sexual violence is one of the worst forms of violence with long-term physical and psychological effects on victims. It has been stated that sexual stimulation was responsible for 78% of clinically relevant foreign rectal bodies. About 10% of the cases were due to sexual assault. A problem commonly encountered in patients with RFB is the delay in presentation. While patients may be reluctant to disclose the cause of their presentation. Cases presentations: All the patients were males with a mean age of 41.1 years old. On average, they presented 2 days after the rape, Diagnosis was made in all 3 patients with a history and abdominal x-ray.The cause of the foreign body in each patient was violence and retaliatory behavior. Foreign objects included bottles, lamps, and water pipes. In 2 patients the foreign bodies were removed through Trans-anal procedure and in one patient laparotomy and colostomy need to be done for removing the Foreign object. Conclusion: Despite the urgency in the treatment of these patients, which involves the removal of a foreign body, special attention should be paid to psychological trauma and its long-term effects on patients' wellbeing. In stable, non-perforated patients, tans-anal approach under sedation is a good approach. If it fails, the patient needs to go to operating room for further anesthetic and surgical interventions.

11.
Adv Biomed Res ; 11: 34, 2022.
Article in English | MEDLINE | ID: mdl-35720221

ABSTRACT

Background: Severe varus deformity of the knee poses a technical challenge in balancing the flexion-extension gaps. The use of a varus-valgus constrained prosthesis is a solution to achieve coronal plane stability. The results of constrained condylar knee (CCK) implants in primary total knee arthroplasty are not well known. This study aims to compare the functional outcomes of posterior-stabilized (PS) and CCK implants for primary arthroplasty of the varus knee. Materials and Methods: Twenty patients with bilateral severe osteoarthritis and genu varum of more than 10° were enrolled in this study. One knee was randomly implanted with a fixed-bearing PS implant, whereas the other was implanted with a CCK prosthesis. Pre- and postoperative Knee Society Score (KSS) and Oxford Knee Score (OKS) questionnaires were completed, and knee flexion was measured and compared. Results: The patients were followed for 32 months on average (24-36 months). On the KSS and OKS, both the groups improved significantly, but the difference between them was not statistically significant. Postoperative knee flexion was also not different between the two groups. Furthermore, 18 patients could not distinguish the difference between the two prostheses, whereas two patients preferred the PS one. Conclusion: We demonstrated that a PS prosthesis can achieve comparable functional results to the CCK one in the short term.

12.
Adv Biomed Res ; 11: 20, 2022.
Article in English | MEDLINE | ID: mdl-35386542

ABSTRACT

Background: The present study aims to evaluate the diagnostic exactitude of the intraoperative Chertsey test in tibiofibular syndesmotic injuries in patients with malleolar fractures, in comparison with a computed tomography (CT) scan. Materials and Methods: In this study, patients with malleolar fractures operated between 2018 and 2020 were examined. Thirty-nine patients were enrolled in the study. A three-dimensional preoperative CT scan was obtained. The opposite unfractured ankle was also scanned and considered as the control group. The Chertsey test was performed during the operation to assess the syndesmosis injury. Then, patients were partitioned into two distinct groups, considering the condition of their ankle, namely the Chertsey positive (unstable syndesmosis) group and the Chertsey negative (stable syndesmosis) group. Results: The outcomes of the present survey illustrated that the Chertsey test was positive in 16 patients (41.03%) and negative in 23 patients (59.07%). The median of all CT scan parameters (anterior tibiofibular distances (TFD), middle TFD, posterior TFD, and maximal TFD and volume) before surgery in the group of patients with a positive Chertsey test was significantly higher, measured against the unfractured control group (P < 0.001 for all parameters). Furthermore, a comparison of CT scan parameters and syndesmosis space volume before surgery between the two groups of patients with positive and negative Chertsey test results showed that the measurement of parameters in Chertsey-positive patients was significantly higher than the Chertsey-negative patients (P < 0.001). Conclusion: Chertsey test could be used to diagnose syndesmosis injuries in patients with malleolar fractures due to its high importance in the outcome of patients.

13.
Childs Nerv Syst ; 38(2): 353-360, 2022 02.
Article in English | MEDLINE | ID: mdl-34559302

ABSTRACT

PURPOSE: Primary pediatric tumors are the most common solid tumors in children. There are limited reports on the management and outcome of these tumors in the developing countries. In recent years, advances have been done in the diagnosis, treatment, and outcome of these tumors. The aim of this study was to evaluate the histopathology, characteristics, and outcome of primary pediatric tumors in Iran. METHODS: This retrospective study examines primary brain tumors in children below 14 years of age who have undergone surgery. Histopathological characteristics according to WHO 2017 classification, age, sex, tumor resection rate, and patient outcome were extracted and studied. The results of the study were compared with the results of similar reports from neighboring countries and other parts of the world. RESULTS: In this study, 199 primary pediatric tumors were examined. Out of 199 cases, 114 cases were males, and 85 cases were females, and the male/female ratio was 1.34. The most common tumor group in this study was astrocytic tumors (68.3%) and the most common tumor was pilocytic astrocytoma (22.1%). In terms of malignancy, 50.7% of tumors were benign, and 49.3% were malignant. Total resection was done in 46% and subtotal resection in 35%. The mortality rate was found 19.2%. َAmong the remaining cases during follow-up, 76.6% had a good outcome without neurological deficits or mild disability and 23.4% had moderate to severe disability. CONCLUSIONS: The results of the study in terms of pathology and demographic characteristics were mainly similar to other reports. The mean age of patients was lower, and the patients' outcome was better than the other countries in the region.


Subject(s)
Astrocytoma , Brain Neoplasms , Astrocytoma/diagnosis , Astrocytoma/epidemiology , Astrocytoma/surgery , Brain Neoplasms/pathology , Child , Female , Humans , Iran/epidemiology , Male , Retrospective Studies
14.
Adv Biomed Res ; 11: 113, 2022.
Article in English | MEDLINE | ID: mdl-36798916

ABSTRACT

Guillain-Barré syndrome is an autoimmune disorder presented by ascending paralysis and areflexia. The condition has been reported after many infections, but Guillain-Barré syndrome after spine surgery is rare. We, herein, present a case of Guillain-Barré syndrome after multiple spine surgeries for degenerative lumbar scoliosis. A 60-year-old woman with degenerative scoliosis underwent surgery for the third time and developed Guillain-Barré syndrome 3 weeks after the final operation. The patient received intravenous immune globulin therapy and needed mechanical ventilation and intensive care. She was discharged in good condition after 5 weeks.

15.
Eur Spine J ; 31(2): 454-460, 2022 02.
Article in English | MEDLINE | ID: mdl-34750670

ABSTRACT

PURPOSE: This prospective randomized controlled trial hypothesizes that intra wound vancomycin reduces postoperative infection. METHODS: In this RCT study, the patients were randomly divided into two groups of treatment and control. In the treatment group, 1-2 g of intra wound vancomycin was used, and no drug was used for the control group. SSI and the type of microorganism causing postoperative infection were assessed at a three-month follow-up. Factors affecting postoperative infection such as age, sex, site of operation, surgical levels, and risk factors affecting postoperative infection, such as diabetes, blood pressure, ischemic heart disease, smoking, blood transfusion, BMI, neurologic deficit, CSF leakage, UTI, COPD and surgery time were examined in two groups. RESULTS: In this study, 375 patients, including 187patients in the treatment group and 188 patients in the control group, were studied. Among the patients, 228 had surgery without instrumentation, and 147 had surgery with instrumentation. There were 12 cases of SSI in the treatment group and 11 in the control group, and there was no statistically significant difference between the two groups. There was no difference between the two groups with and without instrumentation in the evaluation of postoperative infection. In the subgroups with and without instruments, there was no significant difference between treatment and control groups. Due to the microorganism causing the infection, gram-negative bacteria were more common in the treatment group. CONCLUSION: Intra-wound vancomycin has no effect on SSI; in addition, it can increase the rate of gram-negative infections.


Subject(s)
Surgical Wound Infection , Vancomycin , Adult , Anti-Bacterial Agents/therapeutic use , Antibiotic Prophylaxis/adverse effects , Humans , Prospective Studies , Retrospective Studies , Spine/surgery , Surgical Wound Infection/etiology , Vancomycin/therapeutic use
16.
Dermatol Ther ; 34(2): e14828, 2021 Mar.
Article in English | MEDLINE | ID: mdl-33527692

ABSTRACT

In this retrospective multicenter case series study, the predictive value of initial findings of confirm COVID-19 cases in determining outcome of the disease was assessed. Patients were divided into two groups based on the outcome: low risk (hospitalization in the infectious disease ward and discharge) and high risk (hospitalization in ICU or death). A total of 164 patients with positive PCR-RT were enrolled in this study. About 36 patients (22%) were in the high-risk group and 128 (78%) were in the low-risk group. Results of statistical analysis revealed a significant relationship between age, fatigue, history of cerebrovascular disease, organ failure, white blood cells (WBC), neutrophil-to-lymphocyte ratio (NLR), and derived neutrophil-to-lymphocyte ratio (dNLR) with increased risk of disease. The artificial neural network (ANN) could predict the high-risk group with an accuracy of 87.2%. Preliminary findings of COVID-19 patients can be used in predicting their outcome and ANN can determine the outcome of patients with appropriate accuracy (87.2%). Most treatment in Covid-19 are supportive and depend on the severity of the disease and its complications. The first step in treatment is to determine the severity of the disease. This study can improve the treatment of patients by predicting the severity of the disease using the initial finding of patients and improve the management of disease with differentiating high-risk from low-risk groups.


Subject(s)
COVID-19 , Humans , Lymphocytes , Neutrophils , Retrospective Studies , SARS-CoV-2
17.
J Educ Health Promot ; 9: 245, 2020.
Article in English | MEDLINE | ID: mdl-33209937

ABSTRACT

BACKGROUND: Designing information systems will increase the efficiency and effectiveness of the system according to the information needs of the stakeholders. The present study examined the effective features of designing the information system of medicinal plants from the perspective of its users as a prerequisite for the design of this system. MATERIALS AND METHODS: This applied research was carried out using survey method and a researcher-made questionnaire. The study population consisted of two groups of information users (faculty members, students, and researchers of medicinal plants) and information disseminators (librarians), and 308 individuals were selected by cluster sampling from five universities. Data analysis was performed using descriptive and inferential statistics using SPSS software version 22. RESULTS: The results showed that in view of the two groups of users, there was a significant difference in the search options in the database of medicinal plants and the displaying characteristics of the search results. On an average, the rank of the two groups in these two domains was largely different. In other cases, the users considered shared features for capabilities and facilities in an information system of medicinal plants. CONCLUSION: According to the results, for obtaining the information system of medicinal herbs with better capabilities and facilities, it is essential for designers to pay attention to all elements and objections in the interaction of the human and the system, especially in the field of search.

19.
Dermatol Ther ; 33(4): e13800, 2020 07.
Article in English | MEDLINE | ID: mdl-32530083

ABSTRACT

Psoriasis, a T-cell mediated chronic dermatosis, has a complex etiopathogenesis. There has been extensive research into the aberrant immune response, which leads to the formation of clinical lesions, and the need for developing better and safer drugs has been unrelenting. The past two decades of research has opened up new areas of the immune pathway that can be targeted in order to control the disease. Therefore, we have seen the emergence of biologics which either target T-cell receptors or inhibit Tumor Necrosis Factor-alpha (TNF-α) or inhibit interleukins (IL) like IL-12, IL-17, IL-17 receptor, and more recently IL-23. Drugs specifically targeting the p19 subunit of IL-23 have shown promising results in the management of chronic plaque psoriasis. This has given way to the development of a new class of biologics, that is, the IL-23p19 inhibitors that have a better safety profile as compared to its predecessors. In this review, we shall scrutinize the role of IL-23 and Th17 cell signaling in the evolution of the psoriatic lesions and summarize the clinical experience with IL-23p19 inhibitors especially mirikizumab in the treatment of chronic plaque psoriasis.


Subject(s)
Psoriasis , Antibodies, Monoclonal, Humanized , Humans , Interleukin-23 , Psoriasis/diagnosis , Psoriasis/drug therapy , Th17 Cells
20.
Clin Neurol Neurosurg ; 196: 105947, 2020 09.
Article in English | MEDLINE | ID: mdl-32521393

ABSTRACT

OBJECTIVES: Meningioma is the most common brain tumor in adults. Grade 1 meningiomas have excellent prognoses, but grades 2 and 3 usually have worse outcomes, higher recurrence rates, and higher mortality rates. Preoperative determination of tumor grade may be helpful in deciding the type of surgery and the rate of resection. Blood markers have been used to predict the rate of malignancy and prognosis of tumors in different regions, including the brain. The current study investigated the use of blood markers on predicting meningioma grade. PATIENTS AND METHODS: Patients with newly diagnosed meningiomas were retrospectively reviewed. Data on the patients' demographics, tumor locations, blood markers, and tumor pathology grades was extracted. The relationship between preoperative findings and tumor grade was statistically analyzed, and using the same findings and an artificial neural network, the accuracy of tumor grade prediction was evaluated. RESULTS: This study included 95 patients, 69 cases (72.4 %) of grade 1, 23 cases of grade 2 (24.4 %) and 3 cases of grade 3 (3.2 %) meningiomas. Monocyte and neutrophil counts as well as lymphocyte-to-monocyte ratio (LMR) were significantly different between low grade and high grade meningiomas, with higher monocyte and neutrophil counts and higher LMR associated with high grade meningiomas (p < 0.05). Evaluation of the data with an artificial neural network using RBF with 5 variables (age, monocyte count, LMR, platelet-to-lymphocyte ratio (PLR), and neutrophil count) indicated that tumor grade can be determined with 83 % accuracy using an artificial neural network. CONCLUSION: A preoperative high monocyte count and high LMR are associated with high grade meningioma. An artificial neural network using preoperative data can acceptably be used to characterize meningioma tumor grades.


Subject(s)
Brain/pathology , Lymphocytes , Meningeal Neoplasms/pathology , Meningioma/pathology , Monocytes , Neutrophils , Adolescent , Adult , Aged , Biomarkers, Tumor/blood , Female , Humans , Male , Middle Aged , Neural Networks, Computer , Prognosis , Retrospective Studies , Young Adult
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