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Diagnostic performance of point-of-care ubiquitin carboxy-terminal Hydrolase-L1 assay in distinguishing imaging abnormalities in traumatic brain injury: A TRACK-TBI cohort study 即时护理泛素羧基末端水解酶- l1测定在区分外伤性脑损伤影像学异常中的诊断性能:一项TRACK-TBI队列研究
Pub Date : 2023-01-01 DOI: 10.1016/j.abst.2023.04.002
Kevin K. Wang , Jennifer C. Munoz-Pareja , Lauren A. Lautenslager , J. Adrian Tyndall , Zhihui Yang , Maria R. Kerrigan , Ramon Diaz-Arrastia , Frederick K. Korley , David Okonkwo , Ava M. Puccio , John K. Yue , Sabrina R. Taylor , Pratik Mukherjee , Esther L. Yuh , Nancy R. Temkin , Claudia S. Robertson , Xiaoying Sun , Sonia Jain , Amy J. Markowitz , Geoffrey T. Manley , Ross Zafonte

The use of UCH-L1 detection with point-of-care (POC) assay alone has not been characterized for clinical use. This study compares the accuracies of POC UCH-L1 and Neuron-Specific Enolase (NSE) Elecsys® levels for identifying TBI patients with structural abnormalities on neuroimaging.

The Transforming Research and Clinical Knowledge in Traumatic Brain Injury (TRACK-TBI) Phase 1 Cohort, enrolled 1375 TBI patients (GCS 3–15) presenting to one of 18 US Level I trauma centers within 24 h of injury who had an admission head CT; blood samples were collected, along with 122 orthopedic and 209 healthy controls. The TBI cohort consisted of 810 CT-negative (CT-) and 549 CT-positive (CT+) subjects. Of the CT- subjects who had MRIs, 121 were MRI-positive (MRI+) and 333 were MRI-negative (MRI-). UCH-L1 POC showed best diagnostic performance for CT + versus CT-, 0–8 h post-injury with an AUC of 0·779 [0·708–0.850] when compared to the 0–25 h interval, with an AUC of 0.684 [0.655–0.712]. NSE assay has an AUC of 0.695 [0.619–0.770] for the 0–8 h interval and 0.634 [0.603–0.665] for the 0–25 h interval. During the first 8 after injury, POC UCH-L1 outperforms NSE in identifying TBI patients with structural abnormalities on neuroimaging.

单独使用UCH-L1检测与护理点(POC)测定尚未被描述为临床使用。本研究比较了POC UCH-L1和神经元特异性烯醇化酶(NSE) Elecsys®水平在识别神经影像学结构异常的TBI患者中的准确性。创伤性脑损伤的转化研究和临床知识(TRACK-TBI) 1期队列,纳入1375名创伤性脑损伤患者(GCS 3-15),在损伤后24小时内就诊于18个美国一级创伤中心之一,并接受入院头部CT检查;采集了122名骨科患者和209名健康对照者的血液样本。TBI队列包括810名CT阴性(CT-)和549名CT阳性(CT+)受试者。CT-患者行MRI, MRI阳性121例(MRI+), MRI阴性333例(MRI-)。UCH-L1 POC在损伤后0 - 8 h的CT +与CT-诊断中表现最佳,AUC为0.779[0.708 - 0.850],而0 - 25 h的AUC为0.684[0.655-0.712]。NSE检测在0-8 h的AUC为0.695[0.619-0.770],在0-25 h的AUC为0.634[0.603-0.665]。在损伤后的前8个月,POC UCH-L1在识别TBI患者的神经影像学结构异常方面优于NSE。
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引用次数: 0
Therapeutic capability of selected medicinal plants' bioactive constituents against the mutant ovarian TP53 gene; a computational approach 部分药用植物活性成分对卵巢突变型TP53基因的治疗作用计算方法
Pub Date : 2023-01-01 DOI: 10.1016/j.abst.2023.02.001
Kayode Yomi Raheem , Fawehinmi Praise Ibukunoluwa , Solomon Ayodele Olorundare , Jairus Olumasai Nandwa , Modinat Aina Abayomi , Egbe Justine Uchechukwu , Mary Adewunmi , Kuyet Zichat Blessing , Modupe Mercy Anthony , Mary Ikeoluwa Gbadebo , Falana Taiwo Daniel

Background

A mutant P53 protein plays such a crucial role in ovarian cancer, and natural compounds have been known to be effective in treating cancer. The current study was conducted to discover new mutant P53 modulators in plants used for medicinal purposes. The mutant p53 3D structure was built using homology modeling, while its active binding domain was predicted using Findsitecom2.0. Docking studies were conducted with ligands derived from bioactive components of seven different plants and mutant p53 binding sites. Autodocking programs, including Discovery Studio and PyRx, were used to obtain the docking protein and its intricate visual representation. Gemcitabine and thiotepa were the reference drugs. Acute RAT toxicity and Pharmacokinetic properties were utilized in Gusar and SWISSADME, respectively, to narrow down the hit compounds to those with the highest binding affinities. Using the density functional theory (DFT) method, the electronic properties of the bioactive constituents were determined. 15 of the 50 bioactive phytochemicals displayed superior mutant p53 binding energies compared to Gemcitabine and Thioteba (−5.4 and −3.5 binding scores, respectively). Considering acute toxicity predictions and pharmacokinetics, 10-hydroxycamptothecin, irinotecan, morusin, and rubitecan were the four major compounds with low toxicity. DFT calculations uncovered regions susceptible to nucleophilic and electrophilic assaults. The study sought to identify potential drug candidates for modulating mutant P53 in ovarian cancer treatment.

突变的P53蛋白在卵巢癌中起着至关重要的作用,并且已知天然化合物对治疗癌症有效。目前的研究是为了在药用植物中发现新的突变型P53调节剂。利用同源性建模构建突变体p53的3D结构,利用Findsitecom2.0预测其活性结合域。对接研究采用来自7种不同植物的生物活性成分和突变p53结合位点的配体进行。包括Discovery Studio和PyRx在内的自动对接程序用于获得对接蛋白及其复杂的视觉表示。吉西他滨和硫替帕为对照药物。分别利用Gusar和SWISSADME的急性大鼠毒性和药代动力学特性,将靶向化合物范围缩小到具有最高结合亲和力的化合物。利用密度泛函理论(DFT)方法测定了生物活性成分的电子性质。与吉西他滨和硫替巴相比,50种生物活性植物化学物质中有15种显示出更高的p53突变体结合能(分别为- 5.4和- 3.5)。考虑到急性毒性预测和药代动力学,10-羟基喜树碱、伊立替康、morusin和rubitecan是四种主要的低毒性化合物。DFT计算揭示了易受亲核和亲电攻击的区域。该研究旨在确定卵巢癌治疗中调节P53突变体的潜在候选药物。
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引用次数: 2
Aging biomarkers on the spotlight: The editor's response to the author's letter 聚光灯下的衰老生物标志物:编辑对作者来信的回应
Pub Date : 2023-01-01 DOI: 10.1016/j.abst.2023.11.002
Luoping Zhang
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引用次数: 0
Recombinant erythropoietin treatment improves serum podocyte marker levels in diabetic kidney disease 重组促红细胞生成素治疗可提高糖尿病肾病患者血清足细胞标志物水平
Pub Date : 2023-01-01 DOI: 10.1016/j.abst.2023.06.001
Lingfeng Zeng , Jack Kit-Chung Ng , Winston Wing-Shing Fung , Gordon Chun-Kau Chan , Kai-Ming Chow , Cheuk-Chun Szeto
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引用次数: 0
Taurine as a biomarker for aging: A new avenue for translational research 牛磺酸作为衰老的生物标志物:转化研究的新途径
Pub Date : 2023-01-01 DOI: 10.1016/j.abst.2023.10.002
Animesh Acharjee

The physiologic and irreversible process of ageing is accompanied by a wide range of structural and functional shifts at multiple different levels. It is also suggested that variations in the blood concentrations of metabolites, hormones, and micronutrients may play a role in the ageing process. Recently, Singh et al. 1,2 investigated a study on Taurine shortage as a driver and biomarker of ageing and its impact on a healthy lifespan.2 They further proposed that functional abnormalities in numerous organs associated with age-related illnesses have been linked to early-life Taurine insufficiency. Taurine deficiency in the elderly and the possible benefits of Taurine supplements One of the reasons for decreasing Taurine concentration is the loss of endogenous synthesis, which may contribute to the decrease in Taurine levels seen in the elderly. While it was previously believed that the liver was responsible for most Taurine synthesis in humans, new research suggests that other organs or common intermediates may play a larger role. The authors experimented with and analysed a life-span examination of various organisms, for example, mice to assess the impacts of Taurine supplementation. They also analysed after the administration of oral Taurine supplementation in conjunction with other interventions using multi-omics data sets (RNA sequencing, metabolomics etc.) across different species.

衰老的生理和不可逆过程伴随着多个不同层次的广泛结构和功能变化。研究还表明,血液中代谢产物、激素和微量营养素浓度的变化可能在衰老过程中发挥作用。最近,Singh等人1,2调查了一项关于牛磺酸短缺作为衰老的驱动因素和生物标志物及其对健康寿命的影响的研究。2他们进一步提出,与年龄相关疾病相关的许多器官的功能异常与早期生活中的牛磺酸不足有关。老年人牛磺酸缺乏症和牛磺酸补充剂的可能益处牛磺酸浓度降低的原因之一是内源性合成的丧失,这可能导致老年人牛磺酸水平下降。虽然以前人们认为肝脏是人类合成牛磺酸的主要原因,但新的研究表明,其他器官或常见的中间体可能发挥更大的作用。作者对各种生物体的寿命检查进行了实验和分析,例如小鼠,以评估补充牛磺酸的影响。他们还使用不同物种的多组学数据集(RNA测序、代谢组学等),在口服牛磺酸补充剂和其他干预措施后进行了分析。
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引用次数: 0
Potential consequences of screening of occupational silica dust exposed workers for early detection of silicosis/silico-tuberculosis using a novel biomarker, club cell protein-16, with possible intervention by repurposing metformin 使用新型生物标志物俱乐部细胞蛋白-16筛查接触二氧化硅粉尘的职业工人早期检测矽肺/硅结核的潜在后果,并可能通过重新利用二甲双胍进行干预
Pub Date : 2023-01-01 DOI: 10.1016/j.abst.2023.04.001
Bidisa Sarkar , Kamalesh Sarkar , Rittika Sarkar

Earlier, a study conducted by the Indian Council of Medical Research – National Institute of Occupational Health (ICMR-NIOH), India, evidenced that CC16 may be used as a proxy marker and screening tool for early detection and progression of silica-induced lung damage. Once CC16 indicates early silicosis, it needs to be confirmed by chest radiography. Next, ICMR-NIOH and ICMR-National Institute of Virology (ICMR-NIV) jointly developed a semi-quantitative and point-of-care CC16 detection kit using lateral flow immune chromatography. The said test can be done from one drop of blood collected through a finger prick. All trained peripheral healthcare workers can screen the silica dust-exposed workers periodically, under the national silicosis control program. Once early silicosis is detected, their sputum may be examined periodically by CB-NAAT/True-NAT for early detection of silicotuberculosis. The serum CC-16 detection kit is the first of its kind for early detection of silicosis through periodic screening, which is approved by the Indian Council of Medical Research, Ministry of Health, Govt. of India. Unless silicosis is controlled, elimination of TB appears to be difficult in India as there is a huge burden of silicosis including sub-radiological silicosis in India and considering the fact that silicosis is a stronger risk factor for lung tuberculosis due to its progressive declining effect of lung immunity. Since occupational silica dust exposure facilitates progressive fibrosis of lung tissue, a clinical trial using metformin may be the need of the day as animal experiments have already shown metformin's anti-fibroblastic effect in silica-induced animals.

早些时候,印度医学研究委员会-国家职业卫生研究所(ICMR-NIOH)进行的一项研究证明,CC16可作为矽肺损伤早期发现和进展的代理标记物和筛查工具。一旦CC16提示早期矽肺,需要胸片确认。接下来,ICMR-NIOH和icmr -国家病毒学研究所(ICMR-NIV)联合开发了一种半定量和即时护理的CC16检测试剂盒,使用横向流动免疫色谱法。上述测试可以通过手指穿刺采集一滴血来完成。根据国家矽肺病控制计划,所有训练有素的外围卫生保健工作者可定期对接触二氧化硅粉尘的工人进行筛查。一旦发现早期矽肺,可定期用CB-NAAT/True-NAT检查痰液,以早期发现矽肺。血清CC-16检测试剂盒是第一个通过定期筛查早期发现矽肺病的同类试剂盒,经印度政府卫生部印度医学研究委员会批准。除非矽肺病得到控制,否则在印度消除结核病似乎是困难的,因为印度有巨大的矽肺病负担,包括亚放射性矽肺病,并且考虑到矽肺病是肺结核的一个更强的危险因素,因为它的肺部免疫作用逐渐下降。由于职业性接触二氧化硅粉尘会促进肺组织的进行性纤维化,使用二甲双胍的临床试验可能是必要的,因为动物实验已经显示二甲双胍在二氧化硅诱导的动物中具有抗成纤维细胞的作用。
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引用次数: 1
Probing biological network in concurrent carcinomas and Type-2 diabetes for potential biomarker screening: An advanced computational paradigm 探索并发癌和2型糖尿病潜在生物标志物筛选的生物网络:一种先进的计算范式
Pub Date : 2023-01-01 DOI: 10.1016/j.abst.2023.10.001
Abdullah Al Marzan , Shatila Shahi , Md Sakil Arman , Md Zafrul Hasan, Ajit Ghosh

Type-2 diabetes mellitus (T2DM), the predominant form of diabetes in adults, is a co-morbid condition that exacerbates the severity of many other diseases, including cardiovascular disease, obesity, dyslipidemia, hypertension, and cancer. Among these, cancer is particularly concerning due to elevated mortality rates and a distinct lack of cost-effective therapeutic interventions. Identifying novel biomarkers for improved early cancer detection is imperative. Therefore, an integrated bioinformatics analysis was conducted to elucidate the co-morbid relationship between T2DM and five different types of cancer, namely bladder (BLCA), breast (BRCA), colon (CRC), liver (HCC), and prostate cancer (PRAD) and identification of novel biomarkers for early cancer detection in individuals with T2DM. A significant comorbid relationship was observed among T2DM, BLCA, and BRCA through gene expression and pathway enrichment analysis, while a moderate association was observed for between T2DM, and PRAD. Notably, we identified 18 significant hub proteins in the context of cancer and T2DM, along with 16 transcription factors and 5 miRNAs. Among these, the hub proteins ESR1, PIK3CA, GNAI1, ERBB2, NR3C1, SNCA, TGFBR2, as well as the micro RNAs hsa-mir-335–5p, hsa-mir-16–5p, and hsa-mir-93–5p hold promise for understanding the comorbidities of T2DM and cancers; and could serve as valuable disease biomarkers for clinical diagnosis and prognosis. This study, centred on bioinformatics analysis for biomarker identification in comorbidities, paves the way for future research encompassing wet lab experimentation and translational studies. These endeavours are poised to validate and facilitate the integration of these findings into the realm of personalized medicine.

2型糖尿病(T2DM)是成年人糖尿病的主要形式,是一种加重许多其他疾病严重程度的合并疾病,包括心血管疾病、肥胖、血脂异常、高血压和癌症。其中,癌症尤其令人担忧,因为死亡率上升,而且明显缺乏成本效益高的治疗干预措施。识别新的生物标志物以改进癌症早期检测是当务之急。因此,进行了综合生物信息学分析,以阐明T2DM与五种不同类型的癌症(即膀胱癌(BLCA)、乳腺癌(BRCA)、结肠癌(CRC)、肝癌(HCC)和癌症(PRAD))之间的共病关系,并鉴定T2DM患者早期癌症检测的新生物标志物。通过基因表达和通路富集分析,在T2DM、BLCA和BRCA之间观察到显著的共病关系,而在T2DM和PRAD之间观察到中度关联。值得注意的是,我们在癌症和T2DM的背景下鉴定了18种重要的中枢蛋白,以及16种转录因子和5种miRNA。其中,枢纽蛋白ESR1、PIK3CA、GNAI1、ERBB2、NR3C1、SNCA、TGFBR2,以及微小RNA hsa-mir-335-5p、hsa-mir-16-5p和hsa-mir-93-5p有望了解T2DM和癌症的合并症;并可作为临床诊断和预后的有价值的疾病生物标志物。这项研究以用于合并症生物标志物识别的生物信息学分析为中心,为未来包括湿实验室实验和转化研究在内的研究铺平了道路。这些努力将验证并促进这些发现融入个性化医学领域。
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引用次数: 0
Omicron’s intrinsic gene-gene interactions jumped away from earlier SARS-CoV-2 variants and gene homologs between humans and animals Omicron内在的基因-基因相互作用与早期的SARS-CoV-2变体和人类与动物之间的基因同源物有所不同
Pub Date : 2023-01-01 DOI: 10.1016/j.abst.2023.09.002
Zhengjun Zhang

Background

Omicron and its subvariants have become the predominant SARS-CoV-2 variants worldwide. The Omicron’s basic reproduction number (R0) has been close to 20 or higher. However, it is not known what caused such an extremely high R0 and whether Omicron’s intrinsic gene-gene interactions are different from earlier variants.

Objective

Find Omicron’s intrinsic gene-gene interactions and an explanation for the extremely high R0 Omicron infection.

Methods

Max-linear competing logistic regression classifier.

Results

We found that Omicron’s intrinsic gene-gene interactions jumped away from earlier SARS-CoV-2 variants which can be fully described by a miniature set of genes reported in our earlier work. We found that the gene PTAFR (Platelet Activating Factor Receptor) is highly correlated with Omicron variants, and so is the gene CCNI (Cyclin I), which is conserved in chimpanzee, Rhesus monkey, dog, cow, mouse, rat, chicken, zebrafish, and frog. The combination of PTAFR and CCNI can lead to a 100% accuracy of differentiating Omicron COVID-19 infection and COVID-19 negative.

Conclusions

We hypothesize that Omicron variants were potentially jumped from COVID-19-infected animals back to humans. In addition, there are also several other two-gene interactions, besides PTAFR and CCNI, that lead to 100% accuracy. Such observations can explain Omicron's fast-spread reproduction capability as either of those two-gene interactions can lead to COVID-19 infection, i.e., multiplication of R0s leads to a much higher R0. At the genomic level, PTAFR, CCNI, and several other genes identified in this work rise to Omicron druggable targets and antiviral drugs besides the existing antiviral drugs.

在世界范围内,冠状病毒及其亚变体已成为主要的SARS-CoV-2变体。欧米克隆的基本繁殖数(R0)已经接近20或更高。然而,目前尚不清楚是什么导致了如此高的R0,以及Omicron的内在基因-基因相互作用是否与早期变异不同。目的探讨Omicron基因与基因之间的内在相互作用,并对极高R0的Omicron感染进行解释。方法采用最大线性竞争逻辑回归分类器。结果我们发现,Omicron的内在基因-基因相互作用与早期的SARS-CoV-2变异有所不同,这可以通过我们早期工作中报道的一组微型基因完全描述。我们发现基因PTAFR(血小板活化因子受体)与Omicron变异高度相关,基因CCNI (Cyclin I)也是如此,该基因在黑猩猩、恒河猴、狗、牛、小鼠、大鼠、鸡、斑马鱼和青蛙中保守。PTAFR和CCNI联合使用可100%准确区分Omicron COVID-19感染和COVID-19阴性。结论我们假设Omicron变异可能从感染covid -19的动物跳传给人类。此外,除了PTAFR和CCNI之外,还有其他几种双基因相互作用也可以达到100%的准确性。这些观察结果可以解释欧米克隆的快速传播繁殖能力,因为这两种基因相互作用中的任何一种都可能导致COVID-19感染,即R0的增殖会导致更高的R0。在基因组水平上,PTAFR、CCNI和本工作中发现的其他几个基因除了现有的抗病毒药物外,还可以成为Omicron的可药物靶点和抗病毒药物。
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引用次数: 0
Isovalerylglycine and α-Ketobutyrate are novel biomarkers that discriminate clear cell renal cell carcinoma in biopsy specimens using two-dimensional magnetic resonance spectroscopy 异戊酰基甘氨酸和α-酮丁酸是一种新的生物标志物,可利用二维磁共振波谱在活检标本中鉴别透明细胞肾细胞癌
Pub Date : 2023-01-01 DOI: 10.1016/j.abst.2023.08.001
Aaron J. Urquhart , Sharon J. Del Vecchio , Darren Lukas , Robert J. Ellis , Tyrone L.R. Humphries , Keng Lim Ng , Hemamali Samaratunga , Graham J. Galloway , Glenda C. Gobe , Simon T. Wood , Carolyn E. Mountford

Tumor heterogeneity and lack of pre-operative diagnostic biomarkers are key topics in the field of renal cell carcinoma (RCC) identification. Clear cell RCC (ccRCC) is an aggressive cancer subtype which accounts for most RCC related deaths. The capacity to monitor changes at a molecular or biochemical level using two-dimensional (2D) correlated magnetic resonance spectroscopy of human kidney cancer biopsies, offers an insight into how ccRCC differs from other kidney cancer subtypes (termed here, non-ccRCC). Using this technology, two new spectral assignments, isovalerylglycine and α-ketobutyrate, were elevated in the potentially aggressive ccRCC cancer subtype. The crosspeak at F2: 0.95 ppm, F1: 2.05 ppm was assigned to isovalerylglycine and the diagonal resonance at 2.77 ppm to α-ketobutyrate. Isovalerylglycine, an amino acid leucine catabolite, was 55% higher (p = 0.004) and α-ketobutyrate 108% higher (p < 0.001) in ccRCC compared with non-ccRCC tissue biopsies. They were also elevated compared with non-cancer kidney. The increase in α-ketobutyrate in ccRCC compared with non-ccRCC also provides further insight into the role of homocysteine metabolism in kidney cancer. These biomarkers provide metabolic insight that could have future diagnostic or clinical value. They may help develop a spectral signature that, preoperatively, improves distinction between life-threatening ccRCC, non-ccRCC and non-cancer kidney.

肿瘤异质性和缺乏术前诊断生物标志物是肾细胞癌(RCC)鉴定领域的关键话题。透明细胞RCC (ccRCC)是一种侵袭性癌症亚型,占RCC相关死亡的大多数。利用人类肾癌活检的二维(2D)相关磁共振波谱监测分子或生化水平变化的能力,可以深入了解ccRCC与其他肾癌亚型(此处称为非ccRCC)的不同之处。使用该技术,两种新的光谱分配,异戊基甘氨酸和α-酮丁酸盐,在潜在侵袭性ccRCC亚型中升高。F2: 0.95 ppm、F1: 2.05 ppm的串音归属于异戊基甘氨酸,2.77 ppm的对角共振归属于α-酮丁酸酯。氨基酸亮氨酸分解产物异戊酰甘氨酸高出55% (p = 0.004), α-酮丁酸高出108% (p <0.001),与非ccRCC组织活检相比。与非癌症肾癌患者相比,它们也有所升高。与非ccRCC相比,ccRCC中α-酮丁酸的升高也进一步揭示了同型半胱氨酸代谢在肾癌中的作用。这些生物标志物提供了对代谢的了解,可能具有未来的诊断或临床价值。它们可能有助于开发频谱特征,在术前提高对危及生命的ccRCC、非ccRCC和非癌性肾脏的区分。
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引用次数: 0
Investigation of cystine as differential diagnostic biomarker between astrocytomas and oligodendrogliomas based on global- and targeted analysis using liquid chromatography/tandem mass spectrometric analysis 半胱氨酸作为星形细胞瘤和少突胶质细胞瘤鉴别诊断标志物的研究——基于液相色谱/串联质谱分析的全局和靶向分析
Pub Date : 2023-01-01 DOI: 10.1016/j.abst.2023.09.001
Masahiro Watanabe , Masamitsu Maekawa , Masayuki Kanamori , Minami Yamauchi , Ai Abe , Yoshiteru Shimoda , Ryuta Saito , Hidenori Endo , Nariyasu Mano

Astrocytoma and oligodendroglioma are primary brain tumors classified as gliomas. Because there is difference in the prognostic significance of the extent of resection between IDH-mutant astrocytoma and oligodendroglioma, intraoperative differential diagnosis between them provides important information for optimal extent of resection. Although the characteristics of genetic mutations and chromosomal aberrations in both tumors have been reported, there is no molecular diagnostic methods that is able to be used quickly and simply for differentiate the two tumors. Therefore, we aimed to search for biomarker candidates for differentiating them with metabolome analysis using liquid chromatography/tandem mass spectrometry and develop a molecular diagnostic method based on quantitative analysis.

We searched for peaks that differed in two types of gliomas using global metabolomics. Next, we identified five biomarker candidates as hypoxanthine, inosine, cystine, proline and uric acid, respectively. Next, we developed an LC/MS/MS analytical method for five biomarker candidates and quantified them in brain tumors. Cystine had significantly lower amounts in astrocytomas than in oligodendrogliomas. We developed two prediction models for differentiation of the two gliomas and validated them using the separated two dataset. The logistic regression model with only cystine provided the best prediction performance. It was suggested that mass spectrometric analysis of cystine in surgery might be useful for differentiating astrocytoma and oligodendroglioma with 91.7% positive prediction value and 80.0% specificity whereas negative predictive value and sensitivity was lesser than 70%, so that further exploration for unknown metabolite is mandatory.

星形细胞瘤和少突胶质瘤是原发性脑肿瘤,属于胶质瘤。由于IDH突变星形细胞瘤和少突胶质瘤的切除程度在预后意义上存在差异,因此术中对它们的鉴别诊断为最佳切除程度提供了重要信息。尽管已经报道了这两种肿瘤的基因突变和染色体畸变的特征,但还没有能够快速简单地用于区分这两种瘤的分子诊断方法。因此,我们旨在通过液相色谱/串联质谱法的代谢组分析来寻找用于区分它们的候选生物标志物,并开发一种基于定量分析的分子诊断方法。我们使用全局代谢组学来寻找两种类型的胶质瘤中不同的峰值。接下来,我们确定了五种候选生物标志物,分别为次黄嘌呤、肌苷、胱氨酸、脯氨酸和尿酸。接下来,我们为五种候选生物标志物开发了一种LC/MS/MS分析方法,并在脑肿瘤中对其进行了量化。星形细胞瘤中胱氨酸的含量明显低于少突胶质瘤。我们开发了两个用于区分两种胶质瘤的预测模型,并使用分离的两个数据集对其进行了验证。只有胱氨酸的逻辑回归模型提供了最佳的预测性能。研究表明,手术中胱氨酸的质谱分析可能有助于区分星形细胞瘤和少突胶质瘤,阳性预测值为91.7%,特异性为80.0%,而阴性预测值和敏感性均低于70%,因此必须进一步探索未知代谢产物。
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引用次数: 0
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