Literature DB >> 31371975

Histological type of focal cortical dysplasia is associated with the risk of postsurgical seizure in children and adolescents.

Jia Chen1,2, Zhaoyang Huang1,2, Liping Li1,2, Liankun Ren1,2, Yuping Wang1,2.   

Abstract

AIM: Focal cortical dysplasia (FCD) is a common cause of refractory epilepsy in children and adolescents. Epilepsy surgery is a treatment option for FCD. This study aimed to investigate the relationship between postsurgical outcomes and FCD types according to the International League Against Epilepsy (ILAE) classification and assess prognostic factors in pediatric and adolescent epilepsy surgery.
METHODS: We retrospectively analyzed 92 children and adolescents with a proven pathological diagnosis of FCD who underwent resective surgery at our epilepsy center between August 2012 and September 2015. The patients were followed up for at least 1 year to evaluate the surgical outcomes, and a multivariable regression analysis was performed to identify risk factors of seizure relapse.
RESULTS: After surgery, 53.3% of the patients were completely seizure-free during the entire follow-up period. The FCD types, incomplete resection of the epileptic cortex, and use of intracranial electrode were independent risk factors of seizure recurrence. The patients with FCD type II had relatively favorable surgical outcomes compared to the patients with FCD type I. The difference in the postoperative outcome between patients with FCD types III and I was not significant.
CONCLUSION: There is a significant association between FCD types and surgical outcomes in children and adolescents with epilepsy. These findings provide guidance for the optimization of surgical strategies.

Entities:  

Keywords:  adolescent; children; epilepsy; focal cortical dysplasia; outcome; surgery

Year:  2019        PMID: 31371975      PMCID: PMC6628944          DOI: 10.2147/TCRM.S203039

Source DB:  PubMed          Journal:  Ther Clin Risk Manag        ISSN: 1176-6336            Impact factor:   2.423


Introduction

Focal cortical dysplasia (FCD) is a frequent cause of focal epilepsy in children and adolescents and is considered as a type of malformation in cortical development characterized by localized aberrant cortical architecture. Most FCD patients experience the onset of epilepsy by 16 years of age, and the seizures are often medically refractory.1 Over the past decades, various FCD classification systems have been proposed. The new three-tiered FCD classification proposed by the International League Against Epilepsy (ILAE) is based on Palmini’s FCD classification and distinguishes isolated forms from those associated with other epileptic lesions, such as hippocampal sclerosis and tumors, which are defined as FCD type III.2 Surgery is a therapeutic option for intractable epilepsy in patients with FCD. Several studies have focused on the prognosis of FCD surgery.3–7 The reported postoperative outcome of FCD patients is controversial, and the heterogeneity in the patient age among different studies could contribute to the inconsistent results.8 Therefore, an epilepsy surgery series focused on a specific age group is valuable for improving our understanding of the disease. Furthermore, most previous studies used Palmini’s FCD classification. The new ILAE classification proposed a new type III, ie, associated FCD, which is differentiated from isolated FCD. Outcome data regarding the new classification by the ILAE, particularly regarding FCD type III in children and adolescents are limited.8,9 Therefore, this study aimed to investigate the surgery outcomes in children and adolescent patients with FCD as the cause of epilepsy and prognostic factors of pediatric and adolescent epilepsy surgery. In addition, we investigated the relationship between postsurgical seizure outcomes and different FCD types using the new ILAE classification.

Methods

Patient selection

We retrospectively analyzed consecutive patients diagnosed with pharmacoresistant epilepsy who underwent resective epilepsy surgery at our center between August 2012 and September 2015. All patients had been treated with first-line antiepileptic drugs and fulfilled the criteria for drug resistance proposed by ILAE, which defines drug resistance as “failure of adequate trials of two tolerated and appropriately chosen anti-epileptic drugs (AEDs) schedules (whether as monotherapies or in combination) to achieve seizure freedom”.10 Patients who underwent previous resective epilepsy surgery were excluded. All patients underwent a thorough presurgical evaluation to assess the extent of the resection. This study was approved by Ethics Committee of Xuanwu Hospital, and was conducted in accordance with the Declaration of Helsinki. All patients or their parental or legal guardian provided written informed consent, including the use of their medical data for research.

Presurgical evaluation

For each patient, the clinical and investigatory data were considered in the presurgical evaluation, including clinical history, neurological examination, magnetic resonance imaging (MRI), and long-term scalp video-electroencephalography (EEG) monitoring. The MRI scans were obtained at 1.5 or 3.0 Tesla and included axial and coronal T1-weighted, axial T2-weighted, and axial fluid-attenuated inversion recovery (FLAIR) sequences. The MRI findings were divided according to the presence or absence of lesions (normal or nonspecific findings that could not explain the epilepsy were considered as the absence of lesions). The scalp EEG was acquired using a 10–20 International System. For statistical purposes, we also classified the epileptiform activity as regional, lateralized and generalized abnormalities. If the location of the epileptogenic zone was unclear, additional investigations, including single-photon-emission computed tomography (SPECT), positron emission tomography (PET), and magnetoencephalography (MEG), were performed. The presurgical evaluation findings were reviewed at a multidisciplinary seizure conference, and the decisions to proceed with surgery or perform an invasive evaluation were made. At our institution, we use a combination of subdural and deep electrodes for invasive intracranial monitoring.

Surgical procedure

Based on the results of the presurgical evaluation, decisions regarding the type and extent of surgery were made for each individual patient after a multidisciplinary case discussion. The resection areas included the lesions as indicated by MRI, EEG onset zone and adjacent epileptogenic areas. In certain cases, intraoperative electrocorticography (ECoG) was performed to avoid eloquent cortex resection. The surgeries were classified into the following 4 categories according to the resection extent: standard anterior temporal lobectomy, unilobar, multilobar, and hemispherical resection. All patients underwent a postoperative MRI to identify the completeness of excision. The complete excision of MRI lesions and seizure onset zones was considered a complete surgical resection. In cases of the area of the MRI lesion or seizure onset zone overlapped with an eloquent cortical region, the resection may be incomplete to avoid unacceptable neurological deficits. A histopathological analysis of each resected brain was performed, and the lesions were pathologically classified based on the histological abnormalities. The FCD abnormalities were classified as FCD types I, II or III according to the ILAE classification.2 After surgery patients received AEDs treatment and follow-up including EEG.

Outcome assessment

The surgical outcomes were annually assessed using the ILAE classification.11 The patients regularly visited the outpatient clinic or were contacted via telephone. Follow-up visits were scheduled at 3 months and 1 year after surgery, followed by annual visits for an outcome evaluation. In our study, only ILAE class 1 was considered seizure-free, and postoperative auras were considered as seizures. Seizures that occurred during the first 2 weeks after surgery were excluded. We assessed the outcomes until January 2017.

Statistical analysis

Statistical analysis was performed using medians and ranges for the continuous variables and frequencies for the categorical variables. For exploratory purposes, the variables were first screened by performing Wilcoxon rank-sum, chi-square, and Fisher’s exact tests to compare the seizure-free patients to those with seizure recurrence regardless of the follow-up time. The variables with a significance level of 10% based on the initial univariable analysis were then tested in a multivariable Cox regression analysis. Follow-up duration indicated the time from at 3 months after surgery till the latest yearly evaluation. First, a Kaplan-Meier survival analysis was performed to calculate the probability of seizure-free survival in the overall group, and then, the FCD types were considered. The differences between the FCD types were analyzed using a log-rank test. Significance was established at P<0.05, and the accepted confidence interval (CI) was 95%. All analyses were performed using SPSS version 18.0 (IBM Corporation, Armonk, NY, USA).

Results

Patient characteristics

Patients who met the following criteria were included in the analysis: age <18 years at epilepsy surgery, pathology-proven FCD without dual pathology, and complete postsurgical follow-up data for at least 12 months. In total, 92 patients (59 males and 33 females) were included in the study. Based on histological evaluation, 34 (37.0%) patients had FCD type I, 20 (21.7%) patients had FCD type II, and 38 (41.3%) patients had FCD type III. The seizure-onset zone was considered temporal in 36 (39.1%) cases and extratemporal in 56 (60.9%) cases. The other characteristics of our cohort are shown in Table 1.
Table 1

Characteristics of patients

All (n=92)
Gender
Male: Female59:33
Median age at seizure onset, years (range)5 (0–15)
Median age at epilepsy surgery, years (range)13 (3–17)
Median epilepsy duration, years (range)6 (0–17)
Median follow-up durationa, months (range)24 (12–48)
Number of patients with preoperative GTCs (%)62 (67.4)
Seizure frequency before surgery
Daily (%)43 (46.7)
Weekly (%)15 (16.3)
Monthly (%)31 (33.7)
Sporadic (%)3 (3.3)
MRI lesions
Present (%)53 (57.6)
Absent (%)39 (42.4)
Scalp EEG findings
Regional or lateralized (%)83 (90.2)
Generalized (%)9 (9.8)
Number of patients with invasive EEG recording (%)62 (67.4)
Type of surgery
Standard anterior temporal lobectomy (%)18 (19.6)
Unilobar resection (%)41 (44.6)
Multilobar resection (%)30 (32.6)
Hemispherectomy (%)3 (3.3)
Extent of resection
Complete (%)81 (88.0)
Incomplete (%)11 (12.0)
FCD subtype
FCD Ⅰ (%)34 (37.0)
FCD Ⅱ (%)20 (21.7)
FCD Ⅲ (%)38 (41.3)

Note: aFollow-up duration indicated the time from at 3 months after surgery till the latest yearly evaluation.

Abbreviations: EEG, electroencephalography; FCD, focal cortical dysplasia; GTCs, generalized tonic-clonic seizure; MRI, magnetic resonance imaging.

Characteristics of patients Note: aFollow-up duration indicated the time from at 3 months after surgery till the latest yearly evaluation. Abbreviations: EEG, electroencephalography; FCD, focal cortical dysplasia; GTCs, generalized tonic-clonic seizure; MRI, magnetic resonance imaging.

Overall outcomes

Of the 92 patients, 49 (53.3%) patients had not experienced seizure recurrence after surgery, and 43 (46.7%) patients had seizure relapse. The seizure outcomes of the 92 patients are presented in a Kaplan-Meier survival curve (Figure 1A). The probabilities of seizure-free survival at 1, 2, 3, and 4 years after surgery were 0.598 (95% CI, 0.498 to 0.697), 0.533 (95% CI, 0.425 to 0.641), 0.500 (95% CI, 0.380 to 0.620), and 0.375 (95% CI, 0.146 to 0.604), respectively.
Figure 1

Kaplan-Meier analysis of the time to the first postsurgical seizure in the population overall (A) and by FCD types (B). The P-value was calculated from a log-rank test.

Abbreviation: FCD, focal cortical dysplasia.

Kaplan-Meier analysis of the time to the first postsurgical seizure in the population overall (A) and by FCD types (B). The P-value was calculated from a log-rank test. Abbreviation: FCD, focal cortical dysplasia.

Risk factors of seizure relapse

First, we performed a univariable screening of potential risk factors. The histological type of FCD had a significant effect on the outcome, and the use of invasive EEG was significantly associated with surgical failure (Table 2). The other prognostic indicators significantly correlated with the postsurgical seizure recurrence included incomplete resection and absence of MRI lesions (Table 2). No significant difference was observed in the epilepsy duration, age at epilepsy onset, age at epilepsy surgery, and presurgical seizure frequency between the patients who were postoperatively seizure-free and those with seizure relapse.
Table 2

Univariable analysis of risk factors for postoperative seizure

VariableSeizure freeSeizure relapseP-value
FCD type0.02
 FCD Ⅰ12 (35.3)22 (64.7)
 FCD Ⅱ14 (70.0)6 (30.0)
 FCD Ⅲ23 (60.5)15 (39.5)
Extent of resection0.07
 Incomplete3 (27.3)8 (72.7)
 complete46 (56.8)35 (43.2)
Invasive EEG recording0.03
 Used28 (45.2)34 (54.8)
 not used21 (70.0)9 (30.0)
MRI lesions0.02
 Absent15 (38.5)24 (61.5)
 present34 (64.2)19 (35.8)

Notes: Data are No. (%) unless otherwise indicated. P-value was determined by Pearson X2 or Fisher’s exact tests as appropriate.

Abbreviations: EEG, electroencephalography; FCD, focal cortical dysplasia; MRI, magnetic resonance imaging.

Univariable analysis of risk factors for postoperative seizure Notes: Data are No. (%) unless otherwise indicated. P-value was determined by Pearson X2 or Fisher’s exact tests as appropriate. Abbreviations: EEG, electroencephalography; FCD, focal cortical dysplasia; MRI, magnetic resonance imaging. To further verify all risk factors identified as potentially significant in the univariable analysis, we performed a multivariable analysis using a Cox proportional hazards regression. The variables that retained significance included incomplete resection and the use of invasive EEG (adjusted P-values of 0.007 and 0.029, respectively, Table 3). Patients with FCD type II were predicted to have a more favorable outcome than patients with FCD type I. The surgical outcome did not significantly differ between patients with FCD type I and III. The significant association between the absence of MRI lesions and seizure relapse was not confirmed by the multivariable analysis (adjusted P-value =0.503, Table 3).
Table 3

Multivariable analysis of risk factors for postoperative seizure

VariableHazard ratio95% CIAdjusted P-value
FCD subtypea
 FCD Ⅰ///
 FCD Ⅱ0.390.16–0.980.04
 FCD Ⅲ0.780.37–1.610.50
Incomplete resection3.041.36–6.760.01
Invasive EEG recording2.551.10–5.910.03

Notes: aFCD type I served as control. The variable that was included in the model but lost its significance was the absence of MRI lesions (adjusted P-value =0.50).

Abbreviations: EEG, electroencephalography; FCD, focal cortical dysplasia; MRI, magnetic resonance imaging.

Multivariable analysis of risk factors for postoperative seizure Notes: aFCD type I served as control. The variable that was included in the model but lost its significance was the absence of MRI lesions (adjusted P-value =0.50). Abbreviations: EEG, electroencephalography; FCD, focal cortical dysplasia; MRI, magnetic resonance imaging.

Outcome based on different FCD types

Kaplan-Meier survival curves of the seizure-free patients with different FCD types are shown in Figure 1B. The seizure-free rate among the patients with different FCD types rapidly declined within the first year. The probability of seizure-free survival at 1 year after surgery was 0.471 (95% CI, 0.302 to 0.640) in the patients with FCD type I, 0.605 (95% CI, 0.450 to 0.760) in the patients with FCD type II, and 0.640 (95% CI, 0.397 to 0.883) in the patients with FCD type III. After one year, the seizure-free rate in the patients with FCD type I continued to decline until the end of the follow-up year, whereas no seizure recurrence was observed in the patients with FCD type III after one year and in the patients with FCD type II after two years. Of the patients with postoperative seizures within the first year (n=36), 29 patients had at least two years of follow-up. Of these patients, 3 patients had subsequent remission. Two patients with pathological findings of FCD types I and III were seizure-free during the second postoperative year. Another FCD type III patient became seizure-free during the third year.

Discussion

We report postoperative seizure outcomes in a large series of child and adolescent FCD patients. The overall seizure-free rate was 59.8% during the first year after surgery, and 53.3% of the patients were completely seizure-free throughout the entire follow-up duration. The risk factors of seizure recurrence included the histological types of FCD, incomplete resection and intracranial electrode implantation, whereas negative MRI findings were not predictive of poor postsurgical outcome. Most previously published studies investigating seizure outcomes after epilepsy surgery have focused on patients with FCD types I and II according to Palmini’s classification, which correspond to isolated FCDs in the ILAE classification system. Engle’s class I outcomes were achieved in 40–75% of these FCD patients.12–14 Recently, several studies have analyzed the clinical characteristics and surgery outcomes of patients with the new FCD type III proposed by the ILAE.15–17 However, these studies compared specific FCD III subtypes with isolated epileptic lesions without FCD, and studies comparing the three FCD types are limited. In our cohort, FCD patients were classified into three pathological types based on the ILAE classification. FCD type I accounted for 37.0% of the patients, type II accounted for 21.7% of the patients, and type III accounted for 41.3% of the patients. The distribution of FCD types slightly differed from that reported in a recent study.9 In our study, the proportion of FCD type II was lower, likely due to the varied standards used in the patient selection and the different age groups. According to our findings, the different histological types are associated with different postoperative seizure outcomes. FCD type II has a more favorable outcome than FCD type I, consistent with previous studies.4,6,18 FCD type I likely represents a more diffuse structural abnormality, and the extent of the epileptogenic zone is difficult to delineate, subsequently leading to incomplete resection. The localization of dysplastic lesions using MRI and EEG was also better in the patients with FCD type II, which may contribute to the better outcomes. The outcomes of the patients with FCD type III did not significantly differ from those of the patients with FCD type I. Our results are consistent with a previous study which showed no significant difference in the outcomes of epilepsy patients with FCD IIIa and isolated FCD I in the temporal lobe.16 In contrast, another study indicated that patients with refractory epilepsy secondary to a solitary tumor or with a tumor-associated FCD shared similar postoperative seizure outcomes but differed from patients with solitary FCD.15 These results are poorly comparable due to the varied subtypes of FCD III. Due to the limited number of patients with FCD type III in our series, comparisons among the different subtypes of FCD III could not be performed. Further studies focusing on the subtypes of FCD type III are needed to clarify the epileptogenic contributions of FCD I changes and other related lesions. Early versus late surgery failure also showed variations in different FCD types. Seizure recurrence mostly occurred during the first 6–12 months in all FCD types. However, no additional failure occurred after one year among the patients with FCD type III or after two years among the patients with FCD type II, but the patients with FCD type I showed a gradual loss of their seizure freedom after one year until the final follow-up. Thus, late failure in the patients with FCD types II and III occurred less frequently than in patients with FCD type I, consistent with previous studies reporting that FCD type I is a risk factor of late failure in medically intractable epilepsy patients.18,19 Early postoperative seizure relapse has been attributed to inadequate resection of the epileptogenic zone, and late recurrence reflects the epileptogenesis of “pro-epileptic” lesions. Thus, our findings suggest that patients with FCD type I are more likely to develop neo-epileptogenesis after the complete resection of the initial epileptogenic FCD. However, why FCD type III including the pathological change of FCD I and additional related pathology has a lower rate of late failure than isolated FCD I is unclear. A possible explanation might be that the development of FCD I is attributed to other underlying pathological lesions, and the complete removal of this original lesion can prevent the re-emergence of FCD.20 The “running-down phenomenon” has been mostly described in temporal lobe epilepsies and is defined as a spontaneous vanishing of seizures in patients with initial postoperative seizure.21 This phenomenon was observed in three patients in our cohort as follows: two patients with FCD type III and one patient with FCD type I. Our results confirm the observations reported in earlier studies.3,8 In addition, we demonstrate that patients with early relapse also have an opportunity to become seizure-free without medical modification. Recently, intraoperative MRI has been reported to be helpful in improving postoperative seizure freedom and reducing neurological deficits due to surgical damage.22 Intracranial electrode implantation was another significant predictive variable of unfavorable outcomes in our series. Invasive EEG usually reflects difficulties in precise epileptogenic zone localization merely based on scalp EEG and neuroimaging. The relationship between the use of an intracranial electrode and surgical failure implies that invasive EEG may not provide adequate information to fill the surgical outcome gap in these patients. The present study has several limitations. First, this study was a retrospective study, and recall bias cannot be completely avoided. Second, because of the limited sample size, we could not perform subgroup analyses for each FCD subtype. Third, the duration of the follow-up was not sufficiently long to describe dynamic changes in the postoperative outcome. Fourth, we did not perform genetic analysis of the patients. In conclusion, we report postsurgical seizure outcomes and risk factors of seizure relapse in child and adolescent patients with FCD undergoing comprehensive presurgical evaluation. Seizure freedom was obtained in more than half of the FCD patients. After dividing the histological findings into the different types according to the ILAE classification, the patients with FCD type II exhibited a better outcome than the patients with FCD type I, and no significant difference was observed between FCD type I and type III. The other determinants of a favorable postsurgical outcome in our study included complete resection and the non-use of intracranial electrode.
  21 in total

1.  The running down phenomenon in temporal lobe epilepsy.

Authors:  V Salanova; T Rasmussen; F Andermann
Journal:  Adv Neurol       Date:  1999

2.  Neuroimaging in identifying focal cortical dysplasia and prognostic factors in pediatric and adolescent epilepsy surgery.

Authors:  Yoon Hee Kim; Hoon-Chul Kang; Dong-Seok Kim; Se Hoon Kim; Kyu-Won Shim; Heung Dong Kim; Joon Soo Lee
Journal:  Epilepsia       Date:  2011-01-28       Impact factor: 5.864

3.  Longitudinal analyses of the surgical outcomes of pediatric epilepsy patients with focal cortical dysplasia.

Authors:  Ji Hoon Phi; Byung-Kyu Cho; Kyu-Chang Wang; Ji Yeoun Lee; Yong Seung Hwang; Ki Joong Kim; Jong-Hee Chae; In-One Kim; Sung-Hye Park; Seung-Ki Kim
Journal:  J Neurosurg Pediatr       Date:  2010-07       Impact factor: 2.375

4.  ILAE Commission Report. Proposal for a new classification of outcome with respect to epileptic seizures following epilepsy surgery.

Authors:  H G Wieser; W T Blume; D Fish; E Goldensohn; A Hufnagel; D King; M R Sperling; H Lüders; T A Pedley
Journal:  Epilepsia       Date:  2001-02       Impact factor: 5.864

5.  Electro-clinical and imaging characteristics of focal cortical dysplasia: correlation with pathological subtypes.

Authors:  Peter Widdess-Walsh; Christoph Kellinghaus; Lara Jeha; Prakash Kotagal; Richard Prayson; William Bingaman; Imad M Najm
Journal:  Epilepsy Res       Date:  2005-09-21       Impact factor: 3.045

6.  The clinicopathologic spectrum of focal cortical dysplasias: a consensus classification proposed by an ad hoc Task Force of the ILAE Diagnostic Methods Commission.

Authors:  Ingmar Blümcke; Maria Thom; Eleonora Aronica; Dawna D Armstrong; Harry V Vinters; Andre Palmini; Thomas S Jacques; Giuliano Avanzini; A James Barkovich; Giorgio Battaglia; Albert Becker; Carlos Cepeda; Fernando Cendes; Nadia Colombo; Peter Crino; J Helen Cross; Olivier Delalande; François Dubeau; John Duncan; Renzo Guerrini; Philippe Kahane; Gary Mathern; Imad Najm; Ciğdem Ozkara; Charles Raybaud; Alfonso Represa; Steven N Roper; Noriko Salamon; Andreas Schulze-Bonhage; Laura Tassi; Annamaria Vezzani; Roberto Spreafico
Journal:  Epilepsia       Date:  2010-11-10       Impact factor: 5.864

7.  Clinical characteristics in focal cortical dysplasia: a retrospective evaluation in a series of 120 patients.

Authors:  Susanne Fauser; Hans-Juergen Huppertz; Thomas Bast; Karl Strobl; Georgios Pantazis; Dirk-Matthias Altenmueller; Bertram Feil; Sabine Rona; Christoph Kurth; Dietz Rating; Rudolf Korinthenberg; Bernhard J Steinhoff; Benedikt Volk; Andreas Schulze-Bonhage
Journal:  Brain       Date:  2006-05-19       Impact factor: 13.501

8.  Definition of drug resistant epilepsy: consensus proposal by the ad hoc Task Force of the ILAE Commission on Therapeutic Strategies.

Authors:  Patrick Kwan; Alexis Arzimanoglou; Anne T Berg; Martin J Brodie; W Allen Hauser; Gary Mathern; Solomon L Moshé; Emilio Perucca; Samuel Wiebe; Jacqueline French
Journal:  Epilepsia       Date:  2009-11-03       Impact factor: 5.864

9.  Surgical outcome of cortical dysplasias presenting with chronic intractable epilepsy: a 10-year experience.

Authors:  Manjari Tripathi; Mahendra S Singh; M V Padma; Shailesh Gaikwad; C S Bal; Madhavi Tripathi; C Sarkar; Aditya Gupta; Garima Shukla; V P Singh; Satish Jain; Bhawani S Sharma; P Sarat Chandra
Journal:  Neurol India       Date:  2008 Apr-Jun       Impact factor: 2.117

10.  Different presurgical characteristics and seizure outcomes in children with focal cortical dysplasia type I or II.

Authors:  Pavel Krsek; Tom Pieper; Anja Karlmeier; Michelle Hildebrandt; Dieter Kolodziejczyk; Peter Winkler; Elisabeth Pauli; Ingmar Blümcke; Hans Holthausen
Journal:  Epilepsia       Date:  2008-05-30       Impact factor: 5.864

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  1 in total

1.  Electroclinical and Multimodality Neuroimaging Characteristics and Predictors of Post-Surgical Outcome in Focal Cortical Dysplasia Type IIIa.

Authors:  Lingling Zhang; Hailing Zhou; Wei Zhang; Xueying Ling; Chunyuan Zeng; Yongjin Tang; Jiefeng Gan; Qinghua Tan; Xiangshu Hu; Hainan Li; Baijie Cheng; Hao Xu; Qiang Guo
Journal:  Front Bioeng Biotechnol       Date:  2022-01-10
  1 in total

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