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Risk factors for early progression of diffuse low-grade glioma in adults. 成人弥漫性低级别胶质瘤早期进展的危险因素。
Q2 Medicine Pub Date : 2022-10-01 DOI: 10.1186/s41016-022-00295-z
Long Wang, Xuegang Li, Tunan Chen, Chao Zhang, Jiantao Shi, Hua Feng, Fei Li

Background: To explore the risk factors for early progression of diffuse low-grade glioma in adults.

Methods: A retrospective analysis of pathologic and clinical data of patients diagnosed with diffuse low-grade gliomas at Southwest Hospital between January 2010 and December 2014. The progression-free survival (PFS) less than 60 months was classified as the early progress group, and the PFS greater than 60 months was the control group for comparative analysis.

Results: A total of 138 patients were included in this study, including 94 cases of astrocytoma and 44 cases of oligodendroglioma. There were 63 cases with 100% resection, 56 cases with 90-100% resection degree, and 19 cases with resection degree < 90%. The average follow-up time was 60 months, of which 80 patients progressed and 58 patients did not progress. The average progression-free survival was 61 months. The median progression-free survival was 60 months. There were 68 patients with PFS ≤ 60 months and 70 patients with PFS > 60 months. The two groups were compared for statistical analysis. In univariate analysis, there were significant differences in tumor subtype (p = 0.005), range (p = 0.011), volume (p = 0.005), location (p = 0.000), and extent of resection (p = 0.000). Multifactor analysis shows tumor location (HR = 4.549, 95% CI: 1.324-15.634, p = 0.016) and tumor subtype (HR = 3.347, 95% CI = 1.373-8.157, p = 0.008), and imcomplete resection is factors influencing early progression of low-grade glioma.

Conclusions: Low-grade gliomas involving deep location such as basal ganglia, inner capsule, and corpus callosum are more likely to progress early, while incomplete resection is a risk factor in early progression of astrocytoma.

背景:探讨成人弥漫性低级别胶质瘤早期进展的危险因素。方法:回顾性分析2010年1月至2014年12月西南医院弥漫性低级别胶质瘤患者的病理和临床资料。将小于60个月的无进展生存期(PFS)分为早期进展组,大于60个月的PFS为对照组进行比较分析。结果:本研究共纳入138例患者,其中星形细胞瘤94例,少突胶质细胞瘤44例。100%切除63例,90-100%切除56例,切除程度< 90% 19例。平均随访60个月,其中进展80例,无进展58例。平均无进展生存期为61个月。中位无进展生存期为60个月。PFS≤60个月68例,PFS > 60个月70例。对两组患者进行比较统计分析。在单因素分析中,肿瘤亚型(p = 0.005)、范围(p = 0.011)、体积(p = 0.005)、位置(p = 0.000)和切除程度(p = 0.000)存在显著差异。多因素分析显示,肿瘤部位(HR = 4.549, 95% CI: 1.324 ~ 15.634, p = 0.016)、肿瘤亚型(HR = 3.347, 95% CI = 1.373 ~ 8.157, p = 0.008)和切除不完全是影响低级别胶质瘤早期进展的因素。结论:累及基底节、内囊、胼胝体等深部的低级别胶质瘤更容易早期进展,而不完全切除是星形细胞瘤早期进展的危险因素。
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引用次数: 0
Mini-temporal approach as an alternative to the classical pterional approach for resective temporal region surgeries. 小颞入路作为经典翼点入路在切除颞区手术中的替代选择。
Q2 Medicine Pub Date : 2022-09-22 DOI: 10.1186/s41016-022-00280-6
Nijiati Kudulaiti, Feili Liu, N U Farrukh Hameed, Peng Wang, Jie Zhang, Rui Feng, Jinsong Wu

Background: Classical pterional appoach for temporal surgeries may cause atrophy and dysfunction of temporalis, injury to the facial nerve, and unnecessary cortical exposure. As an alternative to the classical pterional approach for such surgeries, we hereby describe an mini-temporal approach which reduces these risks and proven to be practical in neurological surgeries.

Material and methods: In the mini-temporal incision design, the frontal end of the incision never surpassed the hairline at the level of temporal line, and a one-layer skin-galea-muscle flap was detached from the cranium, effectively avoiding the injuries of facial nerve. The surgical bone window was completely located underneath the temporalis muscle, allowing it to be completely repositioned postoperatively.

Results: We demonstrated the application of mini-temporal approach in a variety of temporal region tumors, which can be applied to complete successful resective surgeries while effectively reducing injuries to extra-temporal cortex, temporalis, and facial nerve. There were no postoperative complications related to extra-temporal cortical damage, atrophy of temporalis, or injury to the facial nerve.

Conclusion: The mini-temporal approach can effectively shorten the time of craniotomy and closure, decrease the size of bony removal, increase the restoration of temporalis during closure, and lower the chance of facial nerve injury. Therefore, it improves cosmetic outcomes and reduces the risk of unintentional extra-temporal cortical injury, which fully embodies the minimally invasive principle in neurosurgery.

背景:传统的翼点入路颞部手术可能导致颞肌萎缩和功能障碍,面神经损伤,以及不必要的皮质暴露。作为这类手术的经典翼点入路的替代方法,我们在此描述了一种小颞部入路,它降低了这些风险,并被证明在神经外科手术中是实用的。材料与方法:在颞部小切口设计中,切口额端不超过颞线水平的发际线,从颅骨上剥离一层皮肤-肌瓣,有效避免面神经损伤。手术骨窗完全位于颞肌下方,允许其在术后完全重新定位。结果:我们展示了小颞入路在多种颞区肿瘤中的应用,可以成功完成切除手术,同时有效减少对颞外皮层、颞肌和面神经的损伤。术后无颞外皮质损伤、颞肌萎缩或面神经损伤等并发症。结论:小颞部入路可有效缩短开颅缝合时间,减小截骨面积,增加缝合时颞肌的修复,降低面神经损伤的几率。因此,它改善了美容效果,降低了意外颞外皮质损伤的风险,充分体现了神经外科的微创原则。
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引用次数: 0
Trans-eyebrow supraorbital endoscope-assisted keyhole approach to suprasellar meningioma in pediatric patient: case report and literature review. 经眉眶上内窥镜辅助锁眼入路治疗小儿鞍上脑膜瘤1例报告并文献复习。
Q2 Medicine Pub Date : 2022-09-14 DOI: 10.1186/s41016-022-00299-9
Elizaveta I Safronova, Suzanna A Galstyan, Yury V Kushel

Background: Meningiomas are rather uncommon tumors in the pediatric population, differing significantly from those found in adults by their atypical location, higher rate of more malignant types, consequently higher risk of recurrence and a less favorable outcome. Even in children, suprasellar meningiomas without dural matrix are rare findings mimicking more common suprasellar lesions.

Case presentation: Here we describe a case of a 12-year-old girl who presented with a rapidly progressing chiasmal syndrome and was diagnosed by MRI with an unusual suprasellar tumor that could not fit the diagnoses expected in a case of a parasellar mass in a child, similar to a craniopharyngioma or optic pathway glioma. After multiple clinical investigations, the tumor etiology was still unclear, so the preferred option of treatment was surgical resection. An endoscope-assisted gross total resection through a supraorbital keyhole approach was performed uneventfully, with total vision recovery in a short time. Benign meningiomas located in the skull base without dural attachment appear to be rare, even in pediatric patients.

Conclusion: Differential diagnoses of suprasellar and para sellar tumor lesions in pediatric patients can be confusing. There are peculiar features of pediatric tumor diseases that should be considered while working out the management strategy. The main principle of meningioma treatment is the highest possible extent of resection minimally affecting the quality of life.

背景:脑膜瘤在儿童人群中是相当罕见的肿瘤,与成人的肿瘤有很大的不同,因为脑膜瘤的位置不典型,恶性类型的发生率更高,因此复发率更高,预后较差。即使在儿童中,没有硬脑膜基质的鞍上脑膜瘤也很少见,类似于更常见的鞍上病变。病例介绍:这里我们描述了一个12岁的女孩,她表现为快速发展的交叉综合征,并通过MRI诊断为不寻常的鞍上肿瘤,不符合儿童鞍旁肿块的诊断,类似于颅咽管瘤或视神经胶质瘤。经多次临床调查,肿瘤病因不明,首选手术切除治疗。经眶上锁孔入路行内窥镜辅助的全切除手术,术后顺利,全视力在短时间内恢复。良性脑膜瘤位于颅底没有硬脑膜附着似乎是罕见的,即使在儿童患者。结论:小儿鞍上和鞍旁肿瘤的鉴别诊断容易混淆。小儿肿瘤疾病有其独特的特点,在制定治疗策略时应考虑到这些特点。脑膜瘤治疗的主要原则是尽可能在最小程度上切除影响生活质量。
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引用次数: 1
Dexamethasone and compliance affect TTFields efficacy to glioblastoma patients: a systematic review and meta-analysis. 地塞米松和依从性影响TTFields对胶质母细胞瘤患者的疗效:一项系统回顾和荟萃分析
Q2 Medicine Pub Date : 2022-09-03 DOI: 10.1186/s41016-022-00294-0
Shupeng Li, Jiawei Dong, Xinyu Wang, Xiangqi Meng, Chuanlu Jiang, Jinquan Cai

TTFields is a novel treating modality of glioblastoma (GBM) which can significantly prolong the overall survival (OS) of newly diagnosed or recurrent glioblastoma. Some researchers have revealed that a variety of factors can affect the efficacy of TTFields. So, we review the available literature about the influencing factors on efficacy of TTFields and then choose two experimentally supported factors: the dose of dexamethasone and compliance of TTFields to perform a meta-analysis. The PubMed, Embase, and the Cochrane Library are searched. Five articles are identified between 2014 and 2017. Three articles are about the compliance of TTFields. Two articles are about the dose of dexamethasone. The Newcastle-Ottawa Quality Assessment Scale (NOS) is used as an assessment tool to evaluate the methodological quality of all included trials. The scale's range varies from 0 to 9 stars. According to the Cochrane Handbook for Systematic Reviews of Interventions, articles are graded in six items to evaluate the risk of bias. Two reviewers rate the studies independently and the final decision is reached by consensus.Our data shows that the median OS is conspicuously longer in the TTFields group in which the dose of dexamethasone is ≤ 4.1 mg, WMD = 9.23 [95% CI 5.69-12.78]; P < 0.05). And the patients whose compliance of TTFields treatment ≥ 75% (≥ 18 h per day) have a significant lower overall survival risk than the patients whose compliance of TTFields treatment < 75% (HR = 0.57 [95% CI 0.46-0.70]; P < 0.00001).TTFields is a safe and efficient novel treatment modality. The dose of dexamethasone ≤ 4.1 mg of TTFields treatment and the compliance of TTFields treatment ≥ 75%, ≥ 18 h per day are beneficial to the prognosis of the glioblastoma patients.

TTFields是一种新的治疗胶质母细胞瘤(GBM)的方式,可以显著延长新诊断或复发的胶质母细胞瘤的总生存期(OS)。一些研究人员发现,多种因素会影响TTFields的疗效。因此,我们回顾现有的TTFields疗效影响因素的文献,选择地塞米松剂量和TTFields依从性这两个实验支持的因素进行meta分析。检索PubMed, Embase和Cochrane图书馆。2014年至2017年间发现了五篇文章。有三篇文章是关于TTFields的遵从性。有两篇文章是关于地塞米松剂量的。纽卡斯尔-渥太华质量评估量表(NOS)被用作评估所有纳入试验的方法学质量的评估工具。该等级的范围从0星到9星。根据《Cochrane干预措施系统评价手册》,文章分为六个项目来评估偏倚风险。两名审稿人独立评估研究,最终决定由共识达成。我们的数据显示,在地塞米松剂量≤4.1 mg的TTFields组中位OS明显更长,WMD = 9.23 [95% CI 5.69-12.78];P < 0.05)。且TTFields治疗依从性≥75%(≥18 h / d)的患者总生存风险显著低于TTFields治疗依从性< 75%的患者(HR = 0.57 [95% CI 0.46-0.70];P < 0.00001)。TTFields是一种安全有效的新型治疗方式。地塞米松≤4.1 mg的TTFields治疗剂量和TTFields治疗依从性≥75%,每天≥18 h有利于胶质母细胞瘤患者的预后。
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引用次数: 2
Can neuro-oncology teaching contribute to educate medical doctors better? A reflection on the value of neuro-oncology for student teaching. 神经肿瘤学教学是否有助于更好地培养医生?神经肿瘤学对学生教学价值的思考。
Q2 Medicine Pub Date : 2022-09-02 DOI: 10.1186/s41016-022-00293-1
Matthias A Mäurer, Irina Mäurer, Marcel A Kamp

Neuro-oncology, with its various conservative, surgical, and interventional disciplines, is ideally suited to teach basic knowledge, skills, and attitudes important to medical practice in general. However, training is less about teaching specific treatment protocols and more about fostering skills for interdisciplinary collaboration, development of treatment recommendations, communication skills, and an ethical stance. To adequately teach this content, new and innovative formats are needed to test and learn high levels of student interaction, communication, and collaboration.New teaching concepts such as inverted teaching formats as well as the use of modern media technology can be helpful to improve networking between disciplines and to improve the quality of medical education.

神经肿瘤学具有各种保守、外科和介入性学科,非常适合教授对一般医疗实践重要的基本知识、技能和态度。然而,培训的重点不是教授具体的治疗方案,而是培养跨学科合作的技能、制定治疗建议、沟通技巧和道德立场。为了充分地教授这些内容,需要新的和创新的格式来测试和学习高水平的学生互动、沟通和协作。新的教学理念,如倒置教学模式,以及现代媒体技术的应用,有助于加强学科间的联系,提高医学教育质量。
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引用次数: 2
Endovascular treatment of acute M1 occlusions due to underlying intracranial atherosclerotic severe stenosis. 颅内粥样硬化性严重狭窄所致急性M1闭塞的血管内治疗。
Q2 Medicine Pub Date : 2022-09-01 DOI: 10.1186/s41016-022-00292-2
Yazhou Yan, Li Du, Xiliang He, Qinghai Huang, Yuan Pan, Tao Xin

Background: Endovascular treatment (EVT) for acute ischemic stroke with an occlusion of the M1 segment due to intracranial atherosclerotic severe stenosis (ICASS) remains challenging. This study aimed to evaluate the safety and efficacy of EVT for ICASS-related M1 acute occlusion.

Methods: We retrospectively reviewed all patients with an ICASS-related M1 acute occlusion who underwent EVT at our institution between January 2015 and December 2020. Clinical presentation, baseline characteristics, angiographic and clinical results, technical feasibility, perioperative complications, and follow-up results were evaluated.

Results: Twenty-two patients with ICASS-related M1 acute occlusion were included. Eight patients (36.4%) received bridging therapy, and the other 14 patients (63.6%) directly underwent EVT. Fifteen patients (68.2%) treated with balloon dilations and stenting as rescue treatment. Six patients (27.3%) received single balloon angioplasty, and 5 of these patients were treated with staged stenting. One case (4.5%) failed recanalization at the first EVT, and successful revascularization was achieved a month later. The mean procedure time was 67.2 ± 20.8 min. Successful revascularization (mTICI ≥ 2b) was achieved in 95.5% (21/22) of patients. Perioperative complications developed in two patients (9.1%) including one hemorrhagic event and one thromboembolic event. Angiographic follow-up was available in 20 patients (90.9%) at an average of 8.6 ± 3.0 months. The degree of stenosis was worse (10-30%) in 6 cases (30%) compared with the initial outcomes. The favorable outcomes (mRS ≤ 2) at 3-month follow-up was achieved in 19 patients (86.4%).

Conclusions: ICASS-related occlusion in the M1 segment often required a rescue therapy including balloon angioplasty with/without stenting, and this treatment strategy was safe and effective. But single balloon angioplasty at the first EVT generally cannot achieve satisfactory results and often needed staged stenting treatment.

背景:颅内动脉粥样硬化性严重狭窄(ICASS)导致的急性缺血性卒中M1段闭塞的血管内治疗(EVT)仍然具有挑战性。本研究旨在评价EVT治疗icass相关M1急性闭塞的安全性和有效性。方法:我们回顾性分析了2015年1月至2020年12月在我院接受EVT治疗的所有icass相关M1急性闭塞患者。评估临床表现、基线特征、血管造影和临床结果、技术可行性、围手术期并发症和随访结果。结果:纳入22例icass相关M1急性闭塞患者。8例(36.4%)患者接受了桥接治疗,14例(63.6%)患者直接行EVT。15例(68.2%)患者行球囊扩张支架置入术作为抢救治疗。6例患者(27.3%)接受了单球囊血管成形术,其中5例患者接受了分期支架置入术。1例(4.5%)首次EVT再通失败,1个月后再通成功。平均手术时间为67.2±20.8 min。95.5%(21/22)患者血运重建成功(mTICI≥2b)。2例患者(9.1%)出现围手术期并发症,包括1例出血事件和1例血栓栓塞事件。血管造影随访20例(90.9%),平均8.6±3.0个月。6例(30%)狭窄程度较初始结果加重(10-30%)。随访3个月,19例(86.4%)患者的预后良好(mRS≤2)。结论:M1段icass相关闭塞常需要球囊成形术加/不加支架的抢救治疗,该治疗策略安全有效。但首次EVT单球囊成形术一般不能达到满意的效果,往往需要分阶段支架治疗。
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引用次数: 1
How to locate the dural defect in a spinal extradural meningeal cyst: a literature review. 如何定位脊髓硬膜外脑膜囊肿的硬脑膜缺损:文献回顾。
Q2 Medicine Pub Date : 2022-08-31 DOI: 10.1186/s41016-022-00291-3
Qiang Jian, Zhenlei Liu, Wanru Duan, Fengzeng Jian, Zan Chen

Spinal extradural meningeal cysts (SEMCs) are rare lesions of the spinal canal. Although closure of the dural defect can achieve satisfactory therapeutic effects, locating the fistula is difficult. This review summarizes the methods for locating the fistula of SEMCs and the distribution and features of fistula sites.This was a non-systematic literature review of studies on SEMCs. We searched PubMed for English-language articles to summarize the methods of locating the defect. The search words were "epidural arachnoid cyst," "dural cyst," "epidural cyst," and "epidural meningeal cyst." For the defect location component of the study, case reports, studies with a sample size less than four, controversial ventral dural dissection(s), and undocumented fistula location reports were excluded.Our review showed that radiography and computed tomography (CT) may show changes in the bony structure of the spine, with the largest segment of change indicating the fistula site. Occasionally, magnetic resonance imaging (MRI) can show a cerebrospinal fluid (CSF) flow void at the fistula site. The middle segment of the cyst on sagittal MRI, the largest cyst area, and cyst laterality in the axial view indicate the fistula location. Myelography can show the fistula location in the area of the enhanced cyst and subarachnoid stenosis. Digital subtraction or delayed CT can be used to observe the location of the initial cyst filling. Cine MRI and time-spatial labeling inversion pulse techniques can be used to observe CSF flow. Steady-state image construction interference sequence MRI has a high spatial resolution. Neuroendoscopy, MRI myelography, and ultrasound fistula detection can be performed intraoperatively. Moreover, the fistula was located most often in the T12-L1 segment.Identifying the fistula location is difficult and requires a combination of multiple examinations and experience for comprehensive judgment.

脊髓硬膜外脑膜囊肿是一种罕见的椎管病变。虽然闭合硬脑膜缺损可以达到满意的治疗效果,但定位瘘管是困难的。本文综述了上颌上皮细胞瘘管的定位方法及瘘管位置的分布和特点。这是一篇关于SEMCs研究的非系统文献综述。我们搜索PubMed的英文文章来总结定位缺陷的方法。搜索词是“硬膜外蛛网膜囊肿”、“硬膜囊肿”、“硬膜外囊肿”和“硬膜外脑膜囊肿”。对于研究的缺陷定位部分,排除了病例报告、样本量少于4个的研究、有争议的腹侧硬脑膜解剖和未记录的瘘管定位报告。我们的回顾显示,x线摄影和计算机断层扫描(CT)可能显示脊柱骨结构的变化,其中最大的变化段表明瘘管部位。偶尔,磁共振成像(MRI)可以显示脑脊液(CSF)在瘘管部位的流动空洞。矢状位MRI上的囊肿中段、最大的囊肿区域和轴位上的囊肿侧边显示瘘管的位置。髓鞘造影可显示囊肿增强区及蛛网膜下腔狭窄的瘘管位置。可采用数字减影或延迟CT观察囊肿初始充盈位置。MRI和时间-空间标记反转脉冲技术可用于观察脑脊液血流。稳态图像构建干涉序列MRI具有较高的空间分辨率。术中可进行神经内窥镜检查、MRI脊髓造影和超声瘘管检测。此外,瘘最常位于T12-L1节段。确定瘘管的位置是困难的,需要结合多次检查和经验进行综合判断。
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引用次数: 1
Conventional craniotomy versus conservative treatment in patients with minor spontaneous intracerebral hemorrhage in the basal ganglia. 基底节轻微自发性脑出血患者的常规开颅与保守治疗。
Q2 Medicine Pub Date : 2022-08-19 DOI: 10.1186/s41016-022-00288-y
Ning Wang, Weiwei Lin, Xuanhao Zhu, Qi Tu, Daqian Zhu, Shuai Qu, Jianjing Yang, Linhui Ruan, Qichuan Zhuge

Background: The treatment for spontaneous intracerebral hemorrhage (ICH) is still controversial, especially for hematomas in the basal ganglia. A retrospective case-control study with propensity score matching was performed to compare the outcomes of conventional craniotomy and conservative treatment for patients with minor ICH in the basal ganglia.

Methods: We retrospectively collected the data of consecutive patients with minor basal ganglia hemorrhage from January 2018 to August 2019. We compared clinical outcomes of two groups using propensity score matching. The extended Glasgow outcome scale obtained by phone interviews based on questionnaires at a 12-month follow-up was used as the primary outcome measure. According to a previous prognosis algorithm, patients were divided into good and poor prognosis groups to obtain a dichotomized (favorable or unfavorable) outcome as the primary outcome. Secondary outcomes included hospitalized complications, mortality, and modified Rankin score at 12 months.

Results: A total of 54 patients were analyzed, and the baseline characteristics of patients in the surgery and conservative treatment groups were well matched. The primary favorable outcome at 12 months was significantly higher in the conservative treatment group than in the surgery group (81% vs 44%; OR 1.833, 95% CI 1.159-2.900; P=0.005). The incidence of pneumonia in the surgery group was significantly higher than that in the conservative treatment group (P=0.005).

Conclusions: It is not recommended to undertake conventional craniotomy for patients with a minor hematoma (25-40 ml) in the basal ganglia. An open craniotomy might induce worse long-term functional outcomes than the conservative treatment.

背景:自发性脑出血(ICH)的治疗仍有争议,尤其是基底神经节血肿的治疗。采用倾向评分匹配的回顾性病例对照研究,比较常规开颅和保守治疗基底节区轻度脑出血患者的预后。方法:回顾性收集2018年1月至2019年8月连续发生的基底神经节轻度出血患者的资料。我们使用倾向评分匹配比较两组的临床结果。在12个月的随访中,通过电话访谈获得的基于问卷调查的扩展格拉斯哥结果量表被用作主要结果测量。根据以往的预后算法,将患者分为预后良好组和预后不良组,以二分类(有利或不利)结局作为主要结局。次要结局包括住院并发症、死亡率和12个月时的改良Rankin评分。结果:共分析54例患者,手术组与保守治疗组患者基线特征吻合良好。保守治疗组12个月时的主要有利转归显著高于手术组(81% vs 44%;Or 1.833, 95% ci 1.159-2.900;P = 0.005)。手术组肺炎的发生率明显高于保守治疗组(P=0.005)。结论:基底节区小血肿(25-40 ml)不建议常规开颅。开颅术可能比保守治疗导致更差的长期功能预后。
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引用次数: 1
Prediction of high infiltration levels in pituitary adenoma using MRI-based radiomics and machine learning. 基于mri放射组学和机器学习的垂体腺瘤高浸润水平预测。
Q2 Medicine Pub Date : 2022-08-12 DOI: 10.1186/s41016-022-00290-4
Chao Zhang, Xueyuan Heng, Wenpeng Neng, Haixin Chen, Aigang Sun, Jinxing Li, Mingguang Wang

Background: Infiltration is important for the surgical planning and prognosis of pituitary adenomas. Differences in preoperative diagnosis have been noted. The aim of this article is to assess the accuracy of machine learning analysis of texture-derived parameters of pituitary adenoma obtained from preoperative MRI for the prediction of high infiltration.

Methods: A total of 196 pituitary adenoma patients (training set: n = 176; validation set: n = 20) were enrolled in this retrospective study. In total, 4120 quantitative imaging features were extracted from CE-T1 MR images. To select the most informative features, the least absolute shrinkage and selection operator (LASSO) and variance threshold method were performed. The linear support vector machine (SVM) was used to fit the predictive model based on infiltration features. Furthermore, the receiver operating characteristic curve (ROC) was generated, and the diagnostic performance of the model was evaluated by calculating the area under the curve (AUC), accuracy, precision, recall, and F1 value.

Results: A variance threshold of 0.85 was used to exclude 16 features with small differences using the LASSO algorithm, and 19 optimal features were finally selected. The SVM models for predicting high infiltration yielded an AUC of 0.86 (sensitivity: 0.81, specificity 0.79) in the training set and 0.73 (sensitivity: 0.87, specificity: 0.80) in the validation set. The four evaluation indicators of the predictive model achieved good diagnostic capabilities in the training set (accuracy: 0.80, precision: 0.82, recall: 0.81, F1 score: 0.81) and independent verification set (accuracy: 0.85, precision: 0.93, recall: 0.87, F1 score: 0.90).

Conclusions: The radiomics model developed in this study demonstrates efficacy for the prediction of pituitary adenoma infiltration. This model could potentially aid neurosurgeons in the preoperative prediction of infiltration in PAs and contribute to the selection of ideal surgical strategies.

背景:浸润对垂体腺瘤的手术计划和预后具有重要意义。术前诊断的差异已被注意到。本文的目的是评估机器学习分析从术前MRI获得的垂体腺瘤纹理衍生参数的准确性,以预测高浸润。方法:共196例垂体腺瘤患者(训练集:n = 176;验证集:n = 20)被纳入本回顾性研究。总共从CE-T1 MR图像中提取了4120个定量成像特征。为了选择信息量最大的特征,采用了最小绝对收缩和选择算子(LASSO)和方差阈值法。采用线性支持向量机(SVM)对基于入渗特征的预测模型进行拟合。生成受试者工作特征曲线(ROC),通过计算曲线下面积(AUC)、准确度、精密度、召回率和F1值来评价模型的诊断性能。结果:采用方差阈值0.85的LASSO算法排除了16个差异较小的特征,最终选出19个最优特征。预测高浸润的SVM模型在训练集中的AUC为0.86(灵敏度:0.81,特异性:0.79),在验证集中的AUC为0.73(灵敏度:0.87,特异性:0.80)。预测模型的四个评价指标在训练集(准确率:0.80,精度:0.82,召回率:0.81,F1评分:0.81)和独立验证集(准确率:0.85,精度:0.93,召回率:0.87,F1评分:0.90)中均取得了较好的诊断能力。结论:本研究建立的放射组学模型对垂体腺瘤浸润预测有效。该模型可以潜在地帮助神经外科医生在术前预测pa的浸润,并有助于选择理想的手术策略。
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引用次数: 1
Minimally invasive keyhole techniques for resection of giant intracranial tumors. 微创锁眼技术切除颅内巨大肿瘤。
Q2 Medicine Pub Date : 2022-08-05 DOI: 10.1186/s41016-022-00289-x
Qing Lan, Michael E Sughrue, Robert G Briggs

Background: While keyhole neurosurgery is increasingly utilized in the operating room, there are few reports regarding the use of keyhole techniques to resect giant intracranial tumors. The feasibility and technique of that were discussed in this paper.

Methods: We retrospectively reviewed 95 consecutive patients who were admitted to our service between February 2012 and September 2017 with a maximum intracranial tumor diameter >5 cm. Keyhole approaches were used to resect these tumors in each case, including supraorbital, subtemporal, suboccipital, retromastoid, frontal, temporal, occipital, parietal, pterional, a combined temporo-parietal keyhole approach, and an approach via the longitudinal fissure.

Results: We achieved gross total resection in 68/95 cases (71.6%) and subtotal resection in 27/95 cases (28.4%). No surgical death or severe disabilities such as coma and limb dyskinesia occurred following surgery. At the time of discharge, 8 patients had complications related to impaired cranial nerve function. In addition, 2 patients developed hydrocephalus requiring ventriculo-peritoneal shunt placement, and 4 patients developed a postoperative CSF leak requiring surgical intervention.

Conclusion: With meticulous design and reasonable selection, resection of giant intracranial tumors utilizing minimally invasive keyhole approaches can be done safely with satisfactory surgical outcomes.

背景:虽然锁孔神经外科越来越多地应用于手术室,但关于使用锁孔技术切除颅内巨大肿瘤的报道很少。本文对其可行性和技术进行了探讨。方法:我们回顾性分析了2012年2月至2017年9月连续入院的95例颅内肿瘤最大直径>5 cm的患者。每个病例均采用锁孔入路切除这些肿瘤,包括眶上、颞下、枕下、乳突后、额、颞、枕、顶骨、翼位、颞-顶骨联合锁孔入路和经纵裂入路。结果:68/95例(71.6%)完成全切,27/95例(28.4%)完成次全切。术后未发生手术死亡或严重残疾,如昏迷和肢体运动障碍。出院时,8例患者出现与脑神经功能受损相关的并发症。此外,2例患者发生脑积水,需要放置脑室-腹膜分流器,4例患者发生术后脑脊液泄漏,需要手术干预。结论:经精心设计、合理选择,微创锁眼入路切除颅内巨大肿瘤是安全可行的,手术效果满意。
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Chinese Neurosurgical Journal
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