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Molecular Mechanisms Associated with Antidepressant Treatment on Major Depression. 抗抑郁药物治疗重度抑郁症的分子机制研究
Pub Date : 2021-12-01 Epub Date: 2021-07-09 DOI: 10.1159/000518098
Lívia Ramos-da-Silva, Pamela T Carlson, Licia C Silva-Costa, Daniel Martins-de-Souza, Valéria de Almeida

Major depressive disorder (MDD) is a complex and multifactorial psychiatric disorder that causes serious health, social, and economic concerns worldwide. The main treatment of the symptoms is through antidepressant (AD) drugs. However, not all patients respond properly to these drugs. Omic sciences are widely used to analyze not only biomarkers for the AD response but also their molecular mechanism. In this review, we aimed to focus on omics data to better understand the molecular mechanisms involving AD effects on MDD. We consistently found, from preclinical to clinical data, that glutamatergic transmission, immune/inflammatory processes, energy metabolism, oxidative stress, and lipid metabolism were associated with traditional and potential new ADs. Despite efforts of studies investigating biomarkers of response to ADs, which could contribute to personalized treatment, there is no biomarker panel available for clinical application. From clinical genomic studies, we found that the main findings contribute to the development of pharmacogenomic tests for AD efficacy for each patient. Several studies pointed at DRD2, PXDNL, CACNA1E, and CACNA2D1 genes as potential targets for MDD treatment and the efficacy and rapid-antidepressant effect of ketamine. Finally, more in-depth studies of the molecular targets pointed here are needed to determine the clinical relevance and provide further evidence for precision MDD treatment.

重度抑郁症(MDD)是一种复杂的多因素精神障碍,在世界范围内引起严重的健康、社会和经济问题。治疗这些症状的主要方法是服用抗抑郁药(AD)。然而,并非所有患者对这些药物都有良好的反应。组学科学不仅广泛用于分析AD反应的生物标志物,还广泛用于分析其分子机制。在这篇综述中,我们旨在关注组学数据,以更好地了解AD对MDD影响的分子机制。从临床前到临床数据,我们一致发现,谷氨酸能传递、免疫/炎症过程、能量代谢、氧化应激和脂质代谢与传统和潜在的新型ad相关。尽管研究人员努力研究ad反应的生物标志物,这可能有助于个性化治疗,但没有可用于临床应用的生物标志物面板。从临床基因组研究中,我们发现主要发现有助于开发针对每位患者的AD疗效的药物基因组学测试。一些研究指出DRD2、PXDNL、CACNA1E和CACNA2D1基因是治疗重度抑郁症的潜在靶点,以及氯胺酮的疗效和快速抗抑郁作用。最后,需要对本文指出的分子靶点进行更深入的研究,以确定临床相关性,并为MDD的精确治疗提供进一步的证据。
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引用次数: 3
Neuropsychiatric Genetics of Psychosis in the Mexican Population: A Genome-Wide Association Study Protocol for Schizophrenia, Schizoaffective, and Bipolar Disorder Patients and Controls. 墨西哥人口中精神病的神经精神遗传学:精神分裂症、情感分裂症和躁狂症患者及对照组的全基因组关联研究方案》(A Genome-Wide Association Study Protocol for Schizophrenia, Schizoaffective, and Bipolar Disorder Patients and Controls)。
Pub Date : 2021-12-01 Epub Date: 2021-08-24 DOI: 10.1159/000518926
Beatriz Camarena, Elizabeth G Atkinson, Mark Baker, Claudia Becerra-Palars, Lori B Chibnik, Raúl Escamilla-Orozco, Joanna Jiménez-Pavón, Zan Koenig, Carla Márquez-Luna, Alicia R Martin, Ingrid Pamela Morales-Cedillo, Ana Maria Olivares, Hiram Ortega-Ortiz, Alejandra Monserrat Rodriguez-Ramírez, Ricardo Saracco-Alvarez, Rebecca E Basaldua, Brena F Sena, Karestan C Koenen

No large-scale genome-wide association studies (GWASs) of psychosis have been conducted in Mexico or Latin America to date. Schizophrenia and bipolar disorder in particular have been found to be highly heritable and genetically influenced. However, understanding of the biological basis of psychosis in Latin American populations is limited as previous genomic studies have almost exclusively relied on participants of Northern European ancestry. With the goal of expanding knowledge on the genomic basis of psychotic disorders within the Mexican population, the National Institute of Psychiatry Ramón de la Fuente Muñiz (INPRFM), the Harvard T.H. Chan School of Public Health, and the Broad Institute's Stanley Center for Psychiatric Research launched the Neuropsychiatric Genetics Research of Psychosis in Mexican Populations (NeuroMex) project to collect and analyze case-control psychosis samples from 5 states across Mexico. This article describes the planned sample collection and GWAS protocol for the NeuroMex study. The 4-year study will span from April 2018 to 2022 and aims to recruit 9,208 participants: 4,604 cases and 4,604 controls. Study sites across Mexico were selected to ensure collected samples capture the genomic diversity within the Mexican population. Blood samples and phenotypic data will be collected during the participant interview process and will contribute to the development of a local biobank in Mexico. DNA extraction will be done locally and genetic analysis will take place at the Broad Institute in Cambridge, MA. We will collect extensive phenotypic information using several clinical scales. All study materials including phenotypic instruments utilized are openly available in Spanish and English. The described study represents a long-term collaboration of a number of institutions from across Mexico and the Boston area, including clinical psychiatrists, clinical researchers, computational biologists, and managers at the 3 collaborating institutions. The development of relevant data management, quality assurance, and analysis plans are the primary considerations in this protocol article. Extensive management and analysis processes were developed for both the phenotypic and genetic data collected. Capacity building, partnerships, and training between and among the collaborating institutions are intrinsic components to this study and its long-term success.

迄今为止,墨西哥或拉丁美洲尚未开展过大规模的精神病全基因组关联研究(GWAS)。研究发现,精神分裂症和躁狂症具有很强的遗传性和基因影响。然而,由于以往的基因组研究几乎完全依赖于北欧血统的参与者,因此对拉丁美洲人群中精神病生物学基础的了解十分有限。为了扩大对墨西哥人群中精神病基因组基础的了解,拉蒙-德拉富恩特-穆尼兹国家精神病学研究所(INPRFM)、哈佛大学陈博士公共卫生学院和布罗德研究所斯坦利精神病学研究中心发起了墨西哥人群精神病神经精神遗传学研究(NeuroMex)项目,收集和分析来自墨西哥5个州的病例对照精神病样本。本文介绍了NeuroMex研究的样本收集计划和GWAS协议。这项为期 4 年的研究将从 2018 年 4 月持续到 2022 年,旨在招募 9208 名参与者:其中包括 4604 例病例和 4604 例对照。研究地点选在墨西哥各地,以确保采集的样本能反映墨西哥人口的基因组多样性。血样和表型数据将在参与者访谈过程中收集,并将促进墨西哥当地生物库的发展。DNA 提取将在当地进行,基因分析将在马萨诸塞州剑桥市的布罗德研究所进行。我们将使用多个临床量表收集大量表型信息。所有研究材料,包括所使用的表型工具,均以西班牙语和英语公开提供。所述研究代表了墨西哥和波士顿地区多家机构的长期合作,包括临床精神科医生、临床研究人员、计算生物学家以及 3 家合作机构的管理人员。制定相关的数据管理、质量保证和分析计划是本协议文章的主要考虑因素。针对收集到的表型数据和基因数据,制定了广泛的管理和分析流程。合作机构之间的能力建设、伙伴关系和培训是这项研究及其长期成功的内在组成部分。
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引用次数: 0
Dimensional Phenotypes in Psychiatric Genetics: Lessons from Genome-Wide Association Studies of Alcohol Use Phenotypes. 精神病遗传学中的维度表型:从酒精使用表型的全基因组关联研究中汲取的教训》(Genome-Wide Association Studies of Alcohol Use Phenotypes)。
Pub Date : 2021-12-01 Epub Date: 2021-08-05 DOI: 10.1159/000518863
Travis T Mallard, Sandra Sanchez-Roige
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引用次数: 0
Association of Attention-Deficit/Hyperactivity Disorder and Depression Polygenic Scores with Lithium Response: A Consortium for Lithium Genetics Study. 注意缺陷/多动障碍和抑郁多基因评分与锂反应的关联:锂遗传学研究联盟。
Pub Date : 2021-12-01 Epub Date: 2021-11-18 DOI: 10.1159/000519707
Brandon J Coombes, Vincent Millischer, Anthony Batzler, Beth Larrabee, Liping Hou, Sergi Papiol, Urs Heilbronner, Mazda Adli, Kazufumi Akiyama, Nirmala Akula, Azmeraw T Amare, Raffaella Ardau, Barbara Arias, Jean-Michel Aubry, Lena Backlund, Michael Bauer, Bernhard T Baune, Frank Bellivier, Antoni Benabarre, Susanne Bengesser, Abesh Kumar Bhattacharjee, Pablo Cervantes, Hsi-Chung Chen, Caterina Chillotti, Sven Cichon, Scott R Clark, Francesc Colom, Cristiana Cruceanu, Piotr M Czerski, Nina Dalkner, Franziska Degenhardt, Maria Del Zompo, J Raymond DePaulo, Bruno Étain, Peter Falkai, Ewa Ferensztajn-Rochowiak, Andreas J Forstner, Louise Frisen, Sébastien Gard, Julie S Garnham, Fernando S Goes, Maria Grigoroiu-Serbanescu, Paul Grof, Ryota Hashimoto, Joanna Hauser, Stefan Herms, Per Hoffmann, Stephane Jamain, Esther Jiménez, Jean-Pierre Kahn, Layla Kassem, Tadafumi Kato, John R Kelsoe, Sarah Kittel-Schneider, Barbara König, Po-Hsiu Kuo, Ichiro Kusumi, Gonzalo Laje, Mikael Landén, Catharina Lavebratt, Marion Leboyer, Susan G Leckband, Mario Maj, Mirko Manchia, Lina Martinsson, Michael J McCarthy, Susan L McElroy, Philip B Mitchell, Marina Mitjans, Francis M Mondimore, Palmiero Monteleone, Caroline M Nievergelt, Markus M Nöthen, Tomas Novák, Claire O'Donovan, Urban Osby, Norio Ozaki, Andrea Pfennig, Claudia Pisanu, James B Potash, Andreas Reif, Eva Reininghaus, Marcella Rietschel, Guy A Rouleau, Janusz K Rybakowski, Martin Schalling, Peter R Schofield, Klaus Oliver Schubert, Barbara W Schweizer, Giovanni Severino, Tatyana Shekhtman, Paul D Shilling, Katzutaka Shimoda, Christian Simhandl, Claire M Slaney, Alessio Squassina, Thomas Stamm, Pavla Stopkova, Alfonso Tortorella, Gustavo Turecki, Eduard Vieta, Stephanie H Witt, Peter P Zandi, Janice M Fullerton, Martin Alda, Mark A Frye, Thomas G Schulze, Francis J McMahon, Joanna M Biernacka

Response to lithium varies widely between individuals with bipolar disorder (BD). Polygenic risk scores (PRSs) can uncover pharmacogenomics effects and may help predict drug response. Patients (N = 2,510) with BD were assessed for long-term lithium response in the Consortium on Lithium Genetics using the Retrospective Criteria of Long-Term Treatment Response in Research Subjects with Bipolar Disorder score. PRSs for attention-deficit/hyperactivity disorder (ADHD), major depressive disorder (MDD), and schizophrenia (SCZ) were computed using lassosum and in a model including all three PRSs and other covariates, and the PRS of ADHD (β = -0.14; 95% confidence interval [CI]: -0.24 to -0.03; p value = 0.010) and MDD (β = -0.16; 95% CI: -0.27 to -0.04; p value = 0.005) predicted worse quantitative lithium response. A higher SCZ PRS was associated with higher rates of medication nonadherence (OR = 1.61; 95% CI: 1.34-1.93; p value = 2e-7). This study indicates that genetic risk for ADHD and depression may influence lithium treatment response. Interestingly, a higher SCZ PRS was associated with poor adherence, which can negatively impact treatment response. Incorporating genetic risk of ADHD, depression, and SCZ in combination with clinical risk may lead to better clinical care for patients with BD.

双相情感障碍(BD)患者对锂的反应差异很大。多基因风险评分(PRSs)可以揭示药物基因组学效应,并可能有助于预测药物反应。在锂遗传学联盟中,采用双相情感障碍评分研究对象长期治疗反应回顾性标准,评估了双相情感障碍患者(N = 2510)的长期锂反应。注意缺陷/多动障碍(ADHD)、重度抑郁症(MDD)和精神分裂症(SCZ)的PRSs采用lassosum计算,并在包含所有三种PRSs和其他变量的模型中计算,ADHD的PRSs (β = -0.14;95%置信区间[CI]: -0.24 ~ -0.03;p值= 0.010)和MDD (β = -0.16;95% CI: -0.27 ~ -0.04;P值= 0.005)预测定量锂反应较差。较高的SCZ PRS与较高的药物不依从率相关(OR = 1.61;95% ci: 1.34-1.93;P值= 27 -7)。这项研究表明多动症和抑郁症的遗传风险可能影响锂治疗的反应。有趣的是,较高的SCZ PRS与较差的依从性相关,这可能会对治疗反应产生负面影响。将ADHD、抑郁和SCZ的遗传风险与临床风险结合起来,可能会为双相障碍患者提供更好的临床护理。
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引用次数: 5
Contents Vol. 7, 2021 目录2021年第7卷
Pub Date : 2021-12-01 DOI: 10.1159/000521008
Elizabeth G. Atkinson – Broad Institute of MIT and Harvard, Boston, MA, USA Dimitrios Avramopoulos – Johns Hopkins University, Baltimore, MD, USA Mounira Banasr – University of Toronto, Toronto, ON, Canada Cathy L. Barr – Toronto Western Research Institute, Toronto, ON, Canada Kristen Brennand – Icahn School of Medicine at Mount Sinai, New York, NY, USA William Byerley – University of California, San Francisco, CA, USA Karmel W. Choi – Massachusetts General Hospital, Boston, MA, USA Jonathan R.I. Coleman – King’s College London, London, United Kingdom Kelly Cosgrove – Yale University, New Haven, CT, USA Shareefa Dalvie – University of Cape Town, Cape Town, South Africa Lea K. Davis – Vanderbilt University, Nashville, Nashville, TN, USA Jubao Duan – University of Chicago, Chicago, IL, USA Howard J. Edenberg – Indiana University, Indianapolis, IN, USA Joshua Gordon – National Institute of Mental Health, Bethesda, MD, USA Jeremy Hall – Cardiff University, Cardiff, United Kingdom Steven E. Hyman – Harvard University, Cambridge, MA, USA Emma C. Johnson – Washington University, St. Louis, MO, USA James L. Kennedy – Centre for Addiction and Mental Health, Toronto, ON, Canada John Krystal – Yale School of Medicine, New Haven, CT, USA Ming Li – Kunming Institute of Zoology, Kunming, China Brady Maher – Lieber Institute, Baltimore, MD, USA Anil K. Malhotra – The Zucker Hillside Hospital, Glen Oaks, NY, USA Daniel Martins-de-Souza – University of Campinas, Campinas, Brazil Janitza L. Montalvo-Ortiz – Yale University, West Haven, CT, USA Daniel J. Mueller – Centre for Addiction and Mental Health, Toronto, ON, Canada Roseann E. Peterson – Virginia Commonwealth University, Richmond, VA, USA Konasale M. Prasad – University of Pittsburgh, Pittsburgh, PA, USA Sandra Roige-Sanchez – University of California San Diego, La Jolla, CA, USA Christopher A. Ross – John Hopkins University, Baltimore, MD, USA Takeshi Sakurai – Kyoto University, Kyoto, Japan Dorothy Sit – Northwestern University, Chicago, IL, USA Hang Zhou – Yale University, West Haven, CT, USA Complex Psychiatry
Elizabeth G. Atkinson -麻省理工学院和哈佛大学Broad研究所,马萨诸塞州波士顿Dimitrios Avramopoulos -约翰霍普金斯大学,马里兰州巴尔的摩,美国Mounira Banasr -多伦多大学,安大略省多伦多,加拿大Cathy L. Barr -多伦多西部研究所,安大略省多伦多,加拿大纽约,纽约州,美国,克里斯顿·布伦南-伊坎医学院,西奈山,美国,纽约,加利福尼亚大学,旧金山,美国,卡梅尔·W. Choi -马萨诸塞州总医院,马萨诸塞州波士顿美国Jonathan R.I. Coleman -英国伦敦国王学院Kelly Cosgrove -美国康涅狄格州纽黑文耶鲁大学shaefa Dalvie -南非开普敦开普敦大学Lea K. Davis -田纳西州纳什维尔纳什维尔范德比尔特大学美国伊利诺伊芝加哥大学Howard J. Edenberg -美国印第安纳州印第安纳波利斯州印第安纳大学Joshua Gordon -美国马里兰州贝塞斯达国家心理健康研究所Jeremy Hall -卡迪夫大学卡迪夫英国史蒂文·e·海曼——哈佛大学,剑桥,妈,美国艾玛·c·约翰逊——华盛顿大学,圣路易斯,密苏里州,美国詹姆斯·l·肯尼迪——成瘾与精神健康中心,多伦多,加拿大约翰。克里斯托-耶鲁大学医学院,纽黑文,CT,美国李明——中国科学院昆明动物研究所、昆明,中国布雷迪马赫-利研究所,巴尔的摩,医学博士,美国Anil Malhotra - k Zucker山坡上医院,格伦橡树,纽约,美国丹尼尔Martins-de-Souza -坎皮纳斯大学Janitza L. montalvoo - ortiz -耶鲁大学,西黑文,康涅狄格州,美国Daniel J. Mueller -成瘾和心理健康中心,多伦多,安大略省,加拿大Roseann E. Peterson -弗吉尼亚联邦大学,里士满,弗吉尼亚州,美国,Konasale M. Prasad -匹兹堡大学,宾夕法尼亚州,匹兹堡,美国,Sandra Roige-Sanchez -加州大学圣地亚哥,拉霍亚,加利福尼亚州,美国,克里斯托弗A.罗斯-约翰霍普金斯大学,马里兰州,巴尔的摩,美国,Sakurai Takeshi -京都大学,京都日本Dorothy Sit - Northwestern University, Chicago, IL, USA杭州- Yale University, West Haven, CT, USA复杂精神病学
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引用次数: 0
Ankyrin-G Heterozygous Knockout Mice Display Increased Sensitivity to Social Defeat Stress. Ankyrin-G杂合基因敲除小鼠对社交失败应激的敏感性增强
Pub Date : 2021-12-01 Epub Date: 2021-08-03 DOI: 10.1159/000518819
Zachary A Cordner, Seva G Khambadkone, Shanshan Zhu, Justin Bai, R Rasadokht Forti, Ethan Goodman, Kellie L K Tamashiro, Christopher A Ross

The ANK3 locus has been repeatedly found to confer an increased risk for bipolar disorder. ANK3 codes for Ankyrin-G (Ank-G), a scaffold protein concentrated at axon initial segments, nodes of Ranvier, and dendritic spines, where it organizes voltage-gated sodium and potassium channels and cytoskeletal proteins. Mice with homozygous conditional knockout of Ank-G in the adult forebrain display hyperactivity and reduced anxiety-like behaviors, responsive to mood stabilizers. Their behavior switches to a depression-like phenotype when exposed to chronic social defeat stress (SDS), and then spontaneously reverts to baseline hyperactivity. Ank-G heterozygous conditional knockouts (Ank-G Het cKO) have not previously been characterized. Here, we describe the behavior of Ank-G Het cKO mice compared to littermate controls in the open field, elevated plus maze, and forced swim test, under both unstressed and stressed conditions. We found that Ank-G Het cKO is not significantly different from controls at baseline or after chronic SDS. The chronic stress-induced "depression-like" behavioral phenotype is persistent for at least 28 days and is responsive to fluoxetine. Strikingly, Ank-G Het cKO mice display increased sensitivity to a short duration SDS, which does not affect controls. The heterozygous Ank-G genetic model may provide novel insights into the role of Ank-G in the pathophysiology of stress sensitivity and "depression-like" phenotypes and could be useful for studying Ank-G-related gene-environment interactions.

ANK3 基因座多次被发现会增加躁郁症的患病风险。ANK3编码Ankyrin-G(Ank-G),这是一种支架蛋白,主要集中在轴突起始节段、Ranvier节和树突棘,它在这些地方组织电压门控钠和钾通道以及细胞骨架蛋白。在成年前脑中同源条件性敲除 Ank-G 的小鼠表现出多动和焦虑样行为减少,对情绪稳定剂有反应。当暴露于慢性社会挫败应激(SDS)时,它们的行为会转为抑郁样表型,然后自发地恢复到基线多动状态。Ank-G 杂合子条件性基因敲除(Ank-G Het cKO)之前还没有被描述过。在这里,我们描述了 Ank-G Het cKO 小鼠与同卵对照组相比,在非应激和应激条件下,在空地、高架加迷宫和强迫游泳试验中的行为。我们发现,Ank-G Het cKO 在基线和慢性 SDS 后与对照组没有显著差异。慢性应激诱导的 "抑郁样 "行为表型可持续至少 28 天,并且对氟西汀有反应。令人吃惊的是,Ank-G Het cKO 小鼠对短时间 SDS 的敏感性增加,而对照组不受影响。杂合子Ank-G基因模型可能会对Ank-G在应激敏感性和 "抑郁样 "表型的病理生理学中的作用提供新的见解,并有助于研究Ank-G相关基因与环境的相互作用。
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引用次数: 0
An Improved Framework for Content- and Link-Based Web-Spam Detection: A Combined Approach 一种改进的基于内容和链接的网络垃圾邮件检测框架:一种组合方法
Pub Date : 2021-11-15 DOI: 10.1155/2021/6625739
A. Shahzad, Nazri M. Nawi, M. Z. Rehman, Abdullah Khan
In this modern era, people utilise the web to share information and to deliver services and products. The information seekers use different search engines (SEs) such as Google, Bing, and Yahoo as tools to search for products, services, and information. However, web spamming is one of the most significant issues encountered by SEs because it dramatically affects the quality of SE results. Web spamming’s economic impact is enormous because web spammers index massive free advertising data on SEs to increase the volume of web traffic on a targeted website. Spammers trick an SE into ranking irrelevant web pages higher than relevant web pages in the search engine results pages (SERPs) using different web-spamming techniques. Consequently, these high-ranked unrelated web pages contain insufficient or inappropriate information for the user. To detect the spam web pages, several researchers from industry and academia are working. No efficient technique that is capable of catching all spam web pages on the World Wide Web (WWW) has been presented yet. This research is an attempt to propose an improved framework for content- and link-based web-spam identification. The framework uses stopwords, keywords’ frequency, part of speech (POS) ratio, spam keywords database, and copied-content algorithms for content-based web-spam detection. For link-based web-spam detection, we initially exposed the relationship network behind the link-based web spamming and then used the paid-link database, neighbour pages, spam signals, and link-farm algorithms. Finally, we combined all the content- and link-based spam identification algorithms to identify both types of spam. To conduct experiments and to obtain threshold values, WEBSPAM-UK2006 and WEBSPAM-UK2007 datasets were used. A promising F-measure of 79.6% with 81.2% precision shows the applicability and effectiveness of the proposed approach.
在这个现代时代,人们利用网络来分享信息,提供服务和产品。信息搜索者使用不同的搜索引擎(如Google、Bing和Yahoo)作为搜索产品、服务和信息的工具。然而,web垃圾邮件是SE遇到的最严重的问题之一,因为它极大地影响了SE结果的质量。网络垃圾邮件的经济影响是巨大的,因为网络垃圾邮件发送者将大量的免费广告数据编入索引,以增加目标网站的网络流量。垃圾邮件发送者使用不同的网络垃圾邮件技术,欺骗网站服务提供商将不相关的网页排在搜索引擎结果页面(serp)的相关网页之前。因此,这些排名靠前的不相关网页对用户来说包含了不足或不适当的信息。为了检测垃圾网页,一些来自工业界和学术界的研究人员正在努力。目前还没有一种有效的技术能够捕获万维网(WWW)上的所有垃圾网页。本研究试图提出一种基于内容和链接的网络垃圾邮件识别改进框架。该框架使用停止词、关键字频率、词性比率、垃圾邮件关键字数据库和复制内容算法进行基于内容的web垃圾邮件检测。对于基于链接的网络垃圾邮件检测,我们首先暴露了基于链接的网络垃圾邮件背后的关系网络,然后使用付费链接数据库、邻居页面、垃圾邮件信号和链接场算法。最后,我们结合了所有基于内容和基于链接的垃圾邮件识别算法来识别这两种类型的垃圾邮件。为了进行实验并获得阈值,使用WEBSPAM-UK2006和WEBSPAM-UK2007数据集。有希望的f值为79.6%,精度为81.2%,表明了所提出方法的适用性和有效性。
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引用次数: 3
Constructing Multiple-Objective Portfolio Selection for Green Innovation and Dominating Green Innovation Indexes 构建绿色创新多目标投资组合并主导绿色创新指标
Pub Date : 2021-08-18 DOI: 10.17632/4YKNHCK825.1
Meng Li, Kezhi Liao, Y. Qi, Tong Liu
Green innovation investments have rapidly grown since 2000. Green innovation indexes play important roles and are typically constructed by screening and indexing. However, Nobel Laureate Markowitz emphasizes portfolio selection instead of security selection and accentuates that “A good portfolio is more than a long list of good stocks.” Moreover, the screening-indexing strategies ignore that investors can take green innovation as an additional objective and thus gain additional utility. We consequently construct 3-objective portfolio selection for green innovation in addition to variance and expected return. An efficient frontier of portfolio selection then extends to an efficient surface which is a panorama of the optimal variance, expected return, and expected green innovation. Investors thus fully envisage the trade-offs and enjoy the freedom of choosing preferred portfolios on the surface. In contrast, the screening-indexing strategies inflexibly leave investors with only one point (i.e., the green innovation index). As the originality, we prove in a theorem that there typically exists a curve on the efficient surface so all portfolios on the curve dominate the green innovation index. We test the dominance by component stocks of China Securities Index 300 and obtain affirmative results out of sample. The results still hold in robustness tests. At last, we classify green innovation into categories, further model the categories by general k -objective portfolio selection, and still illustrate the dominance. Consequently, investors can consider and control each category.
自2000年以来,绿色创新投资迅速增长。绿色创新指标发挥着重要作用,通常采用筛选和标引的方式构建绿色创新指标。然而,诺贝尔奖得主马科维茨强调的是投资组合选择,而不是证券选择,他强调“一个好的投资组合不仅仅是一长串好的股票”。此外,筛选指标化策略忽略了投资者可以将绿色创新作为一个额外的目标,从而获得额外的效用。因此,除了方差和预期收益外,我们构建了绿色创新的三目标投资组合选择。然后,投资组合选择的有效边界延伸到一个有效面,即最优方差、预期收益和预期绿色创新的全景。因此,投资者可以充分考虑权衡,并在表面上享受选择首选投资组合的自由。相比之下,筛选指数策略缺乏灵活性,只给投资者留下一个点(即绿色创新指数)。作为原创性,我们用一个定理证明了在有效面上通常存在一条曲线,该曲线上的所有投资组合都支配着绿色创新指数。我们对中国证券指数300成分股的主导地位进行了检验,从样本中得到了肯定的结果。结果在稳健性测试中仍然成立。最后,我们对绿色创新进行了分类,并进一步通过一般k目标投资组合选择对类别进行建模,仍然说明了优势性。因此,投资者可以考虑和控制每一个类别。
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引用次数: 1
Galantamine-Memantine Combination and Kynurenine Pathway Enzyme Inhibitors in the Treatment of Neuropsychiatric Disorders. 加兰他明-美金刚联合犬尿氨酸途径酶抑制剂治疗神经精神疾病。
Pub Date : 2021-08-01 Epub Date: 2021-02-08 DOI: 10.1159/000515066
Michael Y Bai, David B Lovejoy, Gilles J Guillemin, Rouba Kozak, Trevor W Stone, Maju Mathew Koola

The kynurenine pathway (KP) is a major route for L-tryptophan (L-TRP) metabolism, yielding a variety of bioactive compounds including kynurenic acid (KYNA), 3-hydroxykynurenine (3-HK), quinolinic acid (QUIN), and picolinic acid (PIC). These tryptophan catabolites are involved in the pathogenesis of many neuropsychiatric disorders, particularly when the KP becomes dysregulated. Accordingly, the enzymes that regulate the KP such as indoleamine 2,3-dioxygenase (IDO)/tryptophan 2,3-dioxygenase, kynurenine aminotransferases (KATs), and kynurenine 3-monooxygenase (KMO) represent potential drug targets as enzymatic inhibition can favorably rebalance KP metabolite concentrations. In addition, the galantamine-memantine combination, through its modulatory effects at the alpha7 nicotinic acetylcholine receptors and N-methyl-D-aspartate receptors, may counteract the effects of KYNA. The aim of this review is to highlight the effectiveness of IDO-1, KAT II, and KMO inhibitors, as well as the galantamine-memantine combination in the modulation of different KP metabolites. KAT II inhibitors are capable of decreasing the KYNA levels in the rat brain by a maximum of 80%. KMO inhibitors effectively reduce the central nervous system (CNS) levels of 3-HK, while markedly boosting the brain concentration of KYNA. Emerging data suggest that the galantamine-memantine combination also lowers L-TRP, kynurenine, KYNA, and PIC levels in humans. Presently, there are only 2 pathophysiological mechanisms (cholinergic and glutamatergic) that are FDA approved for the treatment of cognitive dysfunction for which purpose the galantamine-memantine combination has been designed for clinical use against Alzheimer's disease. The alpha7 nicotinic-NMDA hypothesis targeted by the galantamine-memantine combination has been implicated in the pathophysiology of various CNS diseases. Similarly, KYNA is well capable of modulating the neuropathophysiology of these disorders. This is known as the KYNA-centric hypothesis, which may be implicated in the management of certain neuropsychiatric conditions. In line with this hypothesis, KYNA may be considered as the "conductor of the orchestra" for the major pathophysiological mechanisms underlying CNS disorders. Therefore, there is great opportunity to further explore and compare the biological effects of these therapeutic modalities in animal models with a special focus on their effects on KP metabolites in the CNS and with the ultimate goal of progressing to clinical trials for many neuropsychiatric diseases.

犬尿氨酸途径(KP)是L-色氨酸(L-TRP)代谢的主要途径,可产生多种生物活性化合物,包括犬尿酸(KYNA)、3-羟基犬尿氨素(3-HK)、喹啉酸(QUIN)和吡啶酸(PIC)。这些色氨酸分解代谢产物参与了许多神经精神疾病的发病机制,尤其是当KP失调时。因此,调节KP的酶,如吲哚胺2,3-双加氧酶(IDO)/色氨酸2,3-二加氧酶、犬尿氨酸氨基转移酶(KATs)和犬尿氨素3-单加氧酶,代表了潜在的药物靶点,因为酶抑制可以有利地重新平衡KP代谢产物浓度。此外,加兰他敏-美金刚组合通过其对α7烟碱乙酰胆碱受体和N-甲基-D-天冬氨酸受体的调节作用,可能抵消KYNA的作用。这篇综述的目的是强调IDO-1、KAT II和KMO抑制剂,以及加兰他敏-美金刚组合在调节不同KP代谢产物方面的有效性。KAT II抑制剂能够将大鼠大脑中的KYNA水平降低最多80%。KMO抑制剂有效降低中枢神经系统(CNS)3-HK水平,同时显著提高脑内KYNA浓度。新出现的数据表明,加兰他敏-美金刚的组合也降低了人类的L-TRP、犬尿氨酸、KYNA和PIC水平。目前,只有2种病理生理机制(胆碱能和谷氨酸能)被美国食品药品监督管理局批准用于治疗认知功能障碍,为此,加兰他敏-美金刚组合已被设计用于临床治疗阿尔茨海默病。加兰他敏-美金刚组合靶向的α7烟碱NMDA假说与各种中枢神经系统疾病的病理生理学有关。类似地,KYNA能够很好地调节这些疾病的神经病理学。这被称为以KYNA为中心的假说,可能与某些神经精神疾病的管理有关。根据这一假设,KYNA可能被认为是中枢神经系统疾病主要病理生理机制的“管弦乐队指挥”。因此,有很大的机会在动物模型中进一步探索和比较这些治疗模式的生物学效应,特别关注它们对中枢神经系统中KP代谢产物的影响,最终目标是推进许多神经精神疾病的临床试验。
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引用次数: 7
Front & Back Matter 正面和背面
Pub Date : 2021-08-01 DOI: 10.1159/000518991
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引用次数: 0
期刊
Complex psychiatry
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