首页 > 最新文献

Molekulyarnaya Biologiya最新文献

英文 中文
[Transcription Factor PAX4: Role in Differentiation of Insulin- Producing β Cells during Pancreas Development and Association with Diabetes]. [转录因子PAX4:胰腺发育过程中胰岛素生成β细胞分化的作用及与糖尿病的关系]。
Q3 Medicine Pub Date : 2025-03-01 DOI: 10.31857/S0026898425020023, EDN: GGXQEP
A I Melnikova, T S Krasnova, P M Rubtsov

PAX4 (Paired Box 4) is a transcription factor that is expressed mainly in the pancreas and plays a key role in the development of insulin-producing β cells at the embryonic stage. In mature cells, PAX4 acts as a main regulator of their adaptation under pathological conditions. The importance of PAX4 to the proper function of pancreatic islets has been demonstrated in studies of the relationship between mutations of the PAX4 gene and various forms of diabetes mellitus (DM). PAX4 overexpression in adult islets stimulates β-cell proliferation and resistance to apoptosis. Taken together, the data indicate that PAX4 provides a potential target to develop new DM treatments aimed at reprogramming different cell types into insulin-producing cells and promoting their proliferation to replenish the β-cell pool lost during disease progression. The development of such methods requires knowledge of the molecular mechanisms that control expression of PAX4 and its target genes. The review summarizes the data on the structure and expression of the human PAX4 gene. Interactions of various transcription factors during differentiation of pancreatic cells and the formation of islets of Langerhans are described along with the role of PAX4 in the processes. Associations between mutations of human PAX4 and various DM forms were considered. A final part of the review examines the prospects for reprogramming cells of other types into insulin-producing cells and discusses the effects on PAX4- regulated signaling pathways as a means to develop new approaches to DM treatment.

PAX4(配对框4)是一种主要在胰腺表达的转录因子,在胚胎阶段产生胰岛素的β细胞的发育中起关键作用。在成熟细胞中,PAX4是病理条件下细胞适应的主要调节因子。PAX4基因突变与各种糖尿病(DM)之间关系的研究已经证明了PAX4对胰岛正常功能的重要性。成人胰岛中PAX4过表达刺激β-细胞增殖和抗凋亡。综上所述,这些数据表明PAX4为开发新的糖尿病治疗提供了一个潜在的靶点,旨在将不同类型的细胞重编程为产生胰岛素的细胞,并促进它们的增殖,以补充疾病进展过程中丢失的β细胞库。这种方法的发展需要了解控制PAX4及其靶基因表达的分子机制。本文综述了人类PAX4基因的结构和表达的研究进展。本文描述了胰腺细胞分化和朗格汉斯胰岛形成过程中各种转录因子的相互作用以及PAX4在这一过程中的作用。考虑了人类PAX4突变与各种DM形式之间的关联。本综述的最后一部分探讨了将其他类型的细胞重编程为胰岛素生成细胞的前景,并讨论了PAX4调控的信号通路对糖尿病治疗新方法的影响。
{"title":"[Transcription Factor PAX4: Role in Differentiation of Insulin- Producing β Cells during Pancreas Development and Association with Diabetes].","authors":"A I Melnikova, T S Krasnova, P M Rubtsov","doi":"10.31857/S0026898425020023, EDN: GGXQEP","DOIUrl":"https://doi.org/10.31857/S0026898425020023, EDN: GGXQEP","url":null,"abstract":"<p><p>PAX4 (Paired Box 4) is a transcription factor that is expressed mainly in the pancreas and plays a key role in the development of insulin-producing β cells at the embryonic stage. In mature cells, PAX4 acts as a main regulator of their adaptation under pathological conditions. The importance of PAX4 to the proper function of pancreatic islets has been demonstrated in studies of the relationship between mutations of the PAX4 gene and various forms of diabetes mellitus (DM). PAX4 overexpression in adult islets stimulates β-cell proliferation and resistance to apoptosis. Taken together, the data indicate that PAX4 provides a potential target to develop new DM treatments aimed at reprogramming different cell types into insulin-producing cells and promoting their proliferation to replenish the β-cell pool lost during disease progression. The development of such methods requires knowledge of the molecular mechanisms that control expression of PAX4 and its target genes. The review summarizes the data on the structure and expression of the human PAX4 gene. Interactions of various transcription factors during differentiation of pancreatic cells and the formation of islets of Langerhans are described along with the role of PAX4 in the processes. Associations between mutations of human PAX4 and various DM forms were considered. A final part of the review examines the prospects for reprogramming cells of other types into insulin-producing cells and discusses the effects on PAX4- regulated signaling pathways as a means to develop new approaches to DM treatment.</p>","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 2","pages":"189-200"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144486450","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[Efficient Method to Isolate High-Quality RNA from Mycelia of Toxigenic Fungi Fusarium sp.] 从产毒真菌Fusarium sp.菌丝体中分离高质量RNA的高效方法
Q3 Medicine Pub Date : 2025-03-01 DOI: 10.31857/S0026898425020138, EDN: GFUSAT
A A Stakheev, D Yu Ryazantsev, N G Gabrielyan, A V Poluboyarinova, M E Taliansky, S K Zavriev

A rapid and relatively cost-effective method was developed to isolate and purify RNA from mycelia of two plant-pathogenic fungal species of the genus Fusarium, F. graminearum and F. coffeatum, with different morphological and biochemical properties. The method utilizes a guanidine hydrochloride-based buffer and spin columns from a commercial plasmid DNA extraction kit and can be applied to both mycelia grown on nutrient agar media and liquid fungal cultures. The RNA yield with the method was 4-14 μg/100 mg of mycelium dry weight, and the RNA integrity number (RIN) values were up to 8.4. Method optimization showed that preliminary freeze drying is advisable to perform in the case of liquid cultures and that an RNase inhibitor should be used in the case of late culture growth stages.

建立了一种快速、成本相对较低的方法,从两种形态和生化特性不同的镰刀菌属植物致病性真菌F. graminearum和F. coffeatum的菌丝体中分离和纯化RNA。该方法利用基于盐酸胍的缓冲液和来自商业质粒DNA提取试剂盒的自旋柱,可以应用于在营养琼脂培养基和液体真菌培养物上生长的菌丝体。该方法的RNA产率为4 ~ 14 μg/100 mg菌丝体干重,RNA完整性值(RIN)可达8.4。方法优化表明,液体培养宜进行初步冷冻干燥,培养生长后期宜使用RNase抑制剂。
{"title":"[Efficient Method to Isolate High-Quality RNA from Mycelia of Toxigenic Fungi Fusarium sp.]","authors":"A A Stakheev, D Yu Ryazantsev, N G Gabrielyan, A V Poluboyarinova, M E Taliansky, S K Zavriev","doi":"10.31857/S0026898425020138, EDN: GFUSAT","DOIUrl":"https://doi.org/10.31857/S0026898425020138, EDN: GFUSAT","url":null,"abstract":"<p><p>A rapid and relatively cost-effective method was developed to isolate and purify RNA from mycelia of two plant-pathogenic fungal species of the genus Fusarium, F. graminearum and F. coffeatum, with different morphological and biochemical properties. The method utilizes a guanidine hydrochloride-based buffer and spin columns from a commercial plasmid DNA extraction kit and can be applied to both mycelia grown on nutrient agar media and liquid fungal cultures. The RNA yield with the method was 4-14 μg/100 mg of mycelium dry weight, and the RNA integrity number (RIN) values were up to 8.4. Method optimization showed that preliminary freeze drying is advisable to perform in the case of liquid cultures and that an RNase inhibitor should be used in the case of late culture growth stages.</p>","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 2","pages":"324-332"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144486433","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[Prognostic Potential of hsa-miR-16-5p, hsa-miR-125b-5p, and hsa-miR-181a-5p for the Formation of Groups of Increased Risk of Breast Cancer under Radiation Exposure]. [hsa-miR-16-5p、hsa-miR-125b-5p和hsa-miR-181a-5p在辐射暴露下乳腺癌高危人群形成中的预后潜力]。
Q3 Medicine Pub Date : 2025-03-01 DOI: 10.31857/S0026898425020017, EDN: GGXXZW
M A Yanishevskaya, E A Blinova, A V Akleyev

Breast cancer (BC) is a multifactorial disease that is characterized by various genetic and epigenetic changes that occur due to the effect of various factors including that of environmental etiological agents. The obtained scientific data speak volumes for epigenetic dysregulation in BC pathogenesis. Out of all epigenetic markers, various microRNA regulating a wide spectrum of biological processes in a cell could be viewed as one of the predictors of potential risk. Understanding the functional role of these molecules will provide valuable information about the complex molecular mechanisms underlying the appearance and development of BC. This review summarizes currently existing publicly available data on aberrant expression of miR-125b, miR-181a, and miR-16 in case of various cancer localizations; analyzes their role in BC pathogenesis; presents an annotation of the target-genes; and evaluates the repression potential of microRNA and their diagnostic significance in case of BC. An analysis of changes in miRNA expression during radiation exposure was conducted. Interest in examining specific miRNAs is due to the results of long-term monitoring of the health of people living in radioactively contaminated areas of the Southern Urals, as well as data on the expression profiles of miR-125b, miR-181a, and miR-16 over the long term in exposed people.

乳腺癌(BC)是一种多因素疾病,其特点是由于包括环境病因在内的各种因素的影响而发生各种遗传和表观遗传变化。获得的科学数据充分说明了BC发病机制中的表观遗传失调。在所有表观遗传标记中,调节细胞中广泛生物过程的各种microRNA可被视为潜在风险的预测因子之一。了解这些分子的功能作用将为了解BC发生和发展的复杂分子机制提供有价值的信息。这篇综述总结了目前关于不同癌症定位情况下miR-125b、miR-181a和miR-16异常表达的公开数据;分析其在BC发病机制中的作用;给出了靶基因的注释;并评估microRNA的抑制潜能及其在BC病例中的诊断意义。分析辐照过程中miRNA表达的变化。对检查特定mirna的兴趣是由于对生活在乌拉尔南部放射性污染地区的人们的健康进行长期监测的结果,以及关于miR-125b、miR-181a和miR-16在暴露人群中的长期表达谱的数据。
{"title":"[Prognostic Potential of hsa-miR-16-5p, hsa-miR-125b-5p, and hsa-miR-181a-5p for the Formation of Groups of Increased Risk of Breast Cancer under Radiation Exposure].","authors":"M A Yanishevskaya, E A Blinova, A V Akleyev","doi":"10.31857/S0026898425020017, EDN: GGXXZW","DOIUrl":"https://doi.org/10.31857/S0026898425020017, EDN: GGXXZW","url":null,"abstract":"<p><p>Breast cancer (BC) is a multifactorial disease that is characterized by various genetic and epigenetic changes that occur due to the effect of various factors including that of environmental etiological agents. The obtained scientific data speak volumes for epigenetic dysregulation in BC pathogenesis. Out of all epigenetic markers, various microRNA regulating a wide spectrum of biological processes in a cell could be viewed as one of the predictors of potential risk. Understanding the functional role of these molecules will provide valuable information about the complex molecular mechanisms underlying the appearance and development of BC. This review summarizes currently existing publicly available data on aberrant expression of miR-125b, miR-181a, and miR-16 in case of various cancer localizations; analyzes their role in BC pathogenesis; presents an annotation of the target-genes; and evaluates the repression potential of microRNA and their diagnostic significance in case of BC. An analysis of changes in miRNA expression during radiation exposure was conducted. Interest in examining specific miRNAs is due to the results of long-term monitoring of the health of people living in radioactively contaminated areas of the Southern Urals, as well as data on the expression profiles of miR-125b, miR-181a, and miR-16 over the long term in exposed people.</p>","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 2","pages":"175-188"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144486448","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[Influence of Homology Arm Length and Structure on the Efficiency of Long Transgene Integration into a Cleavage Site Induced by SpCas9 or AsCpf1]. [同源臂长和结构对SpCas9或AsCpf1诱导的长转基因整合到切割位点效率的影响]。
Q3 Medicine Pub Date : 2025-03-01 DOI: 10.31857/S0026898425020079, EDN: GGBDOW
J A Taran, R R Mintaev, D V Glazkova, B V Belugin, E V Bogoslovskaya, G A Shipulin

One of the promising new approaches to the treatment of HIV infection is CRISPR/Cas-mediated knockout of the CCR5 receptor gene followed by the integration of an anti-HIV gene into the break site. Numerous studies have focused on the knockout of the CCR5 gene; however, the efficiency of subsequent targeted integration of long fragments remains poorly studied. To evaluate the efficiency of this approach, we used HT1080 cells and investigated the integration of a cassette expressing the EGFP gene into the CCR5 locus using two different nucleases (SpCas9 and AsCpf1) and various donor DNA constructs delivered by recombinant adeno-associated viral vectors (rAAV). For each nuclease, we designed five variants of donor DNA differing in the length (ranging from 150 to 1000 bp) or structure of the homology arms. The efficiency of transgene integration with 150 bp homology arms was the lowest for both nucleases and differed significantly from constructs with longer homology arms. Furthermore, it was shown that the presence of nuclease cleavage sites in the donor DNA flanking the cassette with homology arms did not affect the efficiency of transgene integration during AAV delivery. We demonstrated that the AsCpf1 nuclease provided higher efficiency of EGFP transgene integration than SpCas9, despite the lower efficiency of CCR5 knockout. The maximum percentage of cells with the integrated transgene was achieved using the AsCpf1 nuclease and an expression cassette with 600 bp homology arms, reaching 59 ± 6%.

治疗HIV感染的一种有希望的新方法是CRISPR/ cas介导的CCR5受体基因敲除,然后将抗HIV基因整合到断裂位点。许多研究都集中在CCR5基因的敲除上;然而,长片段后续靶向整合的效率仍未得到充分研究。为了评估这种方法的效率,我们使用HT1080细胞,使用两种不同的核酸酶(SpCas9和AsCpf1)和重组腺相关病毒载体(rAAV)传递的各种供体DNA构建体,研究了表达EGFP基因的盒式细胞整合到CCR5位点的情况。对于每一种核酸酶,我们设计了5种不同长度(从150到1000 bp不等)或同源臂结构的供体DNA变体。在这两种核酸酶中,150 bp同源臂的转基因整合效率最低,与较长同源臂的转基因整合效率存在显著差异。此外,研究表明,在AAV递送过程中,在带有同源臂的盒侧供体DNA中存在核酸酶切割位点并不影响转基因整合的效率。我们证明,尽管敲除CCR5的效率较低,但AsCpf1核酸酶比SpCas9提供了更高的EGFP转基因整合效率。使用AsCpf1核酸酶和600 bp同源臂的表达盒,整合转基因的细胞百分比最高,达到59±6%。
{"title":"[Influence of Homology Arm Length and Structure on the Efficiency of Long Transgene Integration into a Cleavage Site Induced by SpCas9 or AsCpf1].","authors":"J A Taran, R R Mintaev, D V Glazkova, B V Belugin, E V Bogoslovskaya, G A Shipulin","doi":"10.31857/S0026898425020079, EDN: GGBDOW","DOIUrl":"https://doi.org/10.31857/S0026898425020079, EDN: GGBDOW","url":null,"abstract":"<p><p>One of the promising new approaches to the treatment of HIV infection is CRISPR/Cas-mediated knockout of the CCR5 receptor gene followed by the integration of an anti-HIV gene into the break site. Numerous studies have focused on the knockout of the CCR5 gene; however, the efficiency of subsequent targeted integration of long fragments remains poorly studied. To evaluate the efficiency of this approach, we used HT1080 cells and investigated the integration of a cassette expressing the EGFP gene into the CCR5 locus using two different nucleases (SpCas9 and AsCpf1) and various donor DNA constructs delivered by recombinant adeno-associated viral vectors (rAAV). For each nuclease, we designed five variants of donor DNA differing in the length (ranging from 150 to 1000 bp) or structure of the homology arms. The efficiency of transgene integration with 150 bp homology arms was the lowest for both nucleases and differed significantly from constructs with longer homology arms. Furthermore, it was shown that the presence of nuclease cleavage sites in the donor DNA flanking the cassette with homology arms did not affect the efficiency of transgene integration during AAV delivery. We demonstrated that the AsCpf1 nuclease provided higher efficiency of EGFP transgene integration than SpCas9, despite the lower efficiency of CCR5 knockout. The maximum percentage of cells with the integrated transgene was achieved using the AsCpf1 nuclease and an expression cassette with 600 bp homology arms, reaching 59 ± 6%.</p>","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 2","pages":"255-265"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144486436","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[πDMD Simulation as a Strategy for Refinement of AlphaFold2 Modeled Fuzzy Protein Complexes Structures]. [πDMD模拟作为AlphaFold2模型模糊蛋白复合物结构的改进策略]。
Q3 Medicine Pub Date : 2025-03-01 DOI: 10.31857/S0026898425020095, EDN: GFYXKD
N G Muradyan, A A Sargsyan, V G Arakelov, A K Paronyan, G G Arakelov, K B Nazaryan

Disordered proteins are of great interest due to their structural features, as they do not have well- defined three-dimensional structures. These proteins, often called intrinsically disordered proteins or regions, play critical roles in various cellular processes and are associated with the development of a number of diseases. Our in silico research focused on the investigation of protein complexes that include both ordered proteins, such as 14-3-3γ, and proteins containing intrinsically disordered regions, such as nucleocapsid (N) of SARS-CoV-2 and p53. Our findings demonstrate, that complexes modeled by AlphaFold2 and refined using discrete molecular dynamics simulations acquire assembled structures in disordered regions. After refinement, the modeled complexes exhibit a degree of structural assembly that addresses a key challenge in studying disordered proteins-their propensity to evade stable conformations.

无序蛋白质由于其结构特征而引起极大的兴趣,因为它们没有明确的三维结构。这些蛋白质,通常被称为内在无序蛋白质或区域,在各种细胞过程中发挥关键作用,并与许多疾病的发展有关。我们的计算机研究侧重于蛋白质复合物的研究,这些蛋白质复合物既包括有序蛋白,如14-3-3γ,也包括含有内在无序区域的蛋白质,如SARS-CoV-2的核衣壳(N)和p53。我们的研究结果表明,由AlphaFold2建模并使用离散分子动力学模拟改进的复合物在无序区域获得组装结构。经过改进后,模型复合物显示出一定程度的结构组装,解决了研究无序蛋白质的关键挑战-它们逃避稳定构象的倾向。
{"title":"[πDMD Simulation as a Strategy for Refinement of AlphaFold2 Modeled Fuzzy Protein Complexes Structures].","authors":"N G Muradyan, A A Sargsyan, V G Arakelov, A K Paronyan, G G Arakelov, K B Nazaryan","doi":"10.31857/S0026898425020095, EDN: GFYXKD","DOIUrl":"10.31857/S0026898425020095, EDN: GFYXKD","url":null,"abstract":"<p><p>Disordered proteins are of great interest due to their structural features, as they do not have well- defined three-dimensional structures. These proteins, often called intrinsically disordered proteins or regions, play critical roles in various cellular processes and are associated with the development of a number of diseases. Our in silico research focused on the investigation of protein complexes that include both ordered proteins, such as 14-3-3γ, and proteins containing intrinsically disordered regions, such as nucleocapsid (N) of SARS-CoV-2 and p53. Our findings demonstrate, that complexes modeled by AlphaFold2 and refined using discrete molecular dynamics simulations acquire assembled structures in disordered regions. After refinement, the modeled complexes exhibit a degree of structural assembly that addresses a key challenge in studying disordered proteins-their propensity to evade stable conformations.</p>","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 2","pages":"277-287"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144486430","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[Division of the Standard Set of Amino Acids into Groups According to Their Evolutionary Age]. [氨基酸标准集按其进化年龄分组]。
Q3 Medicine Pub Date : 2025-03-01 DOI: 10.31857/S0026898425020111, EDN: GFVVPE
V M Efimov, K V Efimov, V Yu Kovaleva

It is generally accepted that the existing set of proteinogenic amino acids encoded by the standard genetic code was formed step by step in the course of evolution. Most studies name Ala, Asp, Glu, Gly, Ile, Leu, Pro, Ser, Thr, and Val as early amino acids, presumably of extraterrestrial origin. However, other studies have chosen a consensus list of early amino acids in which Ile is replaced by Arg. We compared the differences between early and late amino acids for the lists with Ile and with Arg based on their physicochemical properties (AAindex database). The point-biserial correlation coefficient rpb, Student's t-test, and its reliability, the p-value, were calculated between the binary lists with Ile and Arg and each AA index. Since in total 2x553 p-values were obtained, the problem of multiple comparisons was solved using the Bonferroni correction and the Benjamini-Hochberg method. Next, we used the 2B-PLS method, which is applied to two different sets of variables related to the same objects, to find information common to both sets. The first set was the binary lists of Trifonov (Arg) and Wong (Ile), and the second set was 553 AA indexes. The maximum correlation with both the list with Ile and with Arg (1.0 and 0.8, respectively) was demonstrated by the binary AA index CHAM830108, which characterizes the ability of an amino acid to be a charge donor: late amino acids are capable of being donors, while early ones are not. Apparently, this is due to the differences in the conditions under which the standard set of amino acids evolved: prebiotic and biotic. The results of the 2B-PLS analysis also show that in the list of ten evolutionarily early amino acids, Ile appears preferable to Arg. The allocation of the last six amino acids (Cys, His, Met, Phe, Trp, and Tyr) obtained on the basis of the reduction of the HOMO-LUMO gap in a separate, third stage of the evolution of the set of standard amino acids is confirmed. A compact arrangement on the 2B-PLS plane of the physicochemical properties of three groups of amino acids, in which adenine, thymine, and cytosine are located in the second position of the codons, respectively, as well as the maximum dispersion of amino acids with guanine in the second position of the codons, is revealed.

人们普遍认为,现有的一套由标准遗传密码编码的蛋白质氨基酸是在进化过程中逐步形成的。大多数研究将Ala, Asp, Glu, Gly, Ile, Leu, Pro, Ser, Thr和Val命名为早期氨基酸,可能来自外星。然而,其他研究选择了一个共识的早期氨基酸列表,其中Ile被Arg取代。我们根据理化性质(aindex数据库)比较了与Ile和Arg的早期和晚期氨基酸的差异。计算含有Ile和Arg的二元表与各AA指数之间的点双列相关系数rpb、Student’st检验及其信度p值。由于总共获得了2x553个p值,因此使用Bonferroni校正和Benjamini-Hochberg方法解决了多重比较问题。接下来,我们使用了2B-PLS方法,该方法应用于与同一对象相关的两组不同的变量,以查找两组变量共有的信息。第一组是Trifonov (Arg)和Wong (Ile)的二元表,第二组是553个AA指数。二元AA指数CHAM830108表明,该表与Ile和Arg的相关性最大(分别为1.0和0.8),该指数表征了氨基酸作为电荷供体的能力:晚氨基酸能够作为电荷供体,而早氨基酸不能。显然,这是由于标准氨基酸进化条件的差异:益生元和生物。2B-PLS分析结果还表明,在10个进化早期氨基酸列表中,Ile优先于Arg。最后六个氨基酸(Cys、His、Met、Phe、Trp和Tyr)的分配是在HOMO-LUMO间隙减小的基础上得到的,这是一组标准氨基酸进化的单独的第三阶段。结果表明,在2B-PLS平面上,腺嘌呤、胸腺嘧啶和胞嘧啶分别位于密码子的第2位,而鸟嘌呤位于密码子的第2位,这三组氨基酸的理化性质分布较为紧凑。
{"title":"[Division of the Standard Set of Amino Acids into Groups According to Their Evolutionary Age].","authors":"V M Efimov, K V Efimov, V Yu Kovaleva","doi":"10.31857/S0026898425020111, EDN: GFVVPE","DOIUrl":"https://doi.org/10.31857/S0026898425020111, EDN: GFVVPE","url":null,"abstract":"<p><p>It is generally accepted that the existing set of proteinogenic amino acids encoded by the standard genetic code was formed step by step in the course of evolution. Most studies name Ala, Asp, Glu, Gly, Ile, Leu, Pro, Ser, Thr, and Val as early amino acids, presumably of extraterrestrial origin. However, other studies have chosen a consensus list of early amino acids in which Ile is replaced by Arg. We compared the differences between early and late amino acids for the lists with Ile and with Arg based on their physicochemical properties (AAindex database). The point-biserial correlation coefficient rpb, Student's t-test, and its reliability, the p-value, were calculated between the binary lists with Ile and Arg and each AA index. Since in total 2x553 p-values were obtained, the problem of multiple comparisons was solved using the Bonferroni correction and the Benjamini-Hochberg method. Next, we used the 2B-PLS method, which is applied to two different sets of variables related to the same objects, to find information common to both sets. The first set was the binary lists of Trifonov (Arg) and Wong (Ile), and the second set was 553 AA indexes. The maximum correlation with both the list with Ile and with Arg (1.0 and 0.8, respectively) was demonstrated by the binary AA index CHAM830108, which characterizes the ability of an amino acid to be a charge donor: late amino acids are capable of being donors, while early ones are not. Apparently, this is due to the differences in the conditions under which the standard set of amino acids evolved: prebiotic and biotic. The results of the 2B-PLS analysis also show that in the list of ten evolutionarily early amino acids, Ile appears preferable to Arg. The allocation of the last six amino acids (Cys, His, Met, Phe, Trp, and Tyr) obtained on the basis of the reduction of the HOMO-LUMO gap in a separate, third stage of the evolution of the set of standard amino acids is confirmed. A compact arrangement on the 2B-PLS plane of the physicochemical properties of three groups of amino acids, in which adenine, thymine, and cytosine are located in the second position of the codons, respectively, as well as the maximum dispersion of amino acids with guanine in the second position of the codons, is revealed.</p>","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 2","pages":"299-308"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144486431","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[Placental Tissue Transcriptomics as a Tool to Identify the Molecular Mechanisms of Great Obstetrical Syndromes]. [胎盘组织转录组学作为识别大产科综合征分子机制的工具]。
Q3 Medicine Pub Date : 2025-03-01 DOI: 10.31857/S0026898425020048, EDN: GGNMXK
E A Trifonova, A V Markov, A A Zarubin, A A Babovskaya, M M Gavrilenko, T V Gabidulina, V A Stepanov

Numerous histological studies have demonstrated that impaired placentation processes are involved in the key pathogenetic mechanisms of great obstetrical syndromes (GOSs). However, the molecular basis of this discovery is still unclear. Therefore, the objectives of this work were to characterize the molecular mechanisms and to search for new genetic markers of pregnancy complications via an integrative analysis of the data obtained by genome-wide expression profiling of placental tissue in preeclampsia, intrauterine growth restriction (IUGR), premature labor (PL), and physiological pregnancy (PP). Oxidative stress, ferroptosis, and disordered intercellular interactions in placenta were assumed to be common pathogenetic mechanisms of GOSs. A total of 64 genes were found to be significantly dysregulated in at least two pregnancy complications. Maternal endothelial cells and syncytiotrophoblast cells were the most significant cell populations enriched in these genes. A computational analysis and the topology of the protein-protein interaction network identified SOD1, ACTG1, TXNRD1, TKT, GCLM, GOT1, ACO1, and UBB as hub genes. A set of key regulators that trigger the reaction cascades involving the differentially expressed genes was found to include MAPK3, MID1, LCMT1, DUSP10, TOPS, SOX10, EGFR, TFAP2A, GLIS1, NR2F1, NR2F2, PAX5, HSF1, and BCL6. The genes were overrepresented in the MAP kinase and interferon-γ response signaling pathways. The above genes and their products were assumed to provide the most promising biomarkers for developing new approaches to risk factor assessment and targeted therapy in GOSs. Further studies should be aimed at clarifying their functional and diagnostic significance in pregnancy complications.

许多组织学研究表明,受损的胎盘过程是参与重大产科综合征(高斯)的关键发病机制。然而,这一发现的分子基础仍不清楚。因此,本研究的目的是通过对先兆子痫、宫内生长受限(IUGR)、早产(PL)和生理性妊娠(PP)中胎盘组织全基因组表达谱获得的数据进行综合分析,表征妊娠并发症的分子机制,并寻找新的妊娠并发症遗传标记。氧化应激、铁下垂和胎盘细胞间相互作用紊乱被认为是GOSs的共同发病机制。总共有64个基因在至少两种妊娠并发症中被发现明显失调。母体内皮细胞和合胞滋养细胞是这些基因富集最显著的细胞群。计算分析和蛋白质-蛋白质相互作用网络的拓扑结构鉴定出SOD1、ACTG1、TXNRD1、TKT、GCLM、GOT1、ACO1和UBB为枢纽基因。我们发现了一系列触发级联反应的关键调控因子,包括MAPK3、MID1、LCMT1、DUSP10、TOPS、SOX10、EGFR、TFAP2A、GLIS1、NR2F1、NR2F2、PAX5、HSF1和BCL6。这些基因在MAP激酶和干扰素-γ反应信号通路中被过度代表。上述基因及其产物被认为为开发新的GOSs风险因素评估和靶向治疗方法提供了最有前途的生物标志物。进一步的研究应旨在阐明其在妊娠并发症中的功能和诊断意义。
{"title":"[Placental Tissue Transcriptomics as a Tool to Identify the Molecular Mechanisms of Great Obstetrical Syndromes].","authors":"E A Trifonova, A V Markov, A A Zarubin, A A Babovskaya, M M Gavrilenko, T V Gabidulina, V A Stepanov","doi":"10.31857/S0026898425020048, EDN: GGNMXK","DOIUrl":"https://doi.org/10.31857/S0026898425020048, EDN: GGNMXK","url":null,"abstract":"<p><p>Numerous histological studies have demonstrated that impaired placentation processes are involved in the key pathogenetic mechanisms of great obstetrical syndromes (GOSs). However, the molecular basis of this discovery is still unclear. Therefore, the objectives of this work were to characterize the molecular mechanisms and to search for new genetic markers of pregnancy complications via an integrative analysis of the data obtained by genome-wide expression profiling of placental tissue in preeclampsia, intrauterine growth restriction (IUGR), premature labor (PL), and physiological pregnancy (PP). Oxidative stress, ferroptosis, and disordered intercellular interactions in placenta were assumed to be common pathogenetic mechanisms of GOSs. A total of 64 genes were found to be significantly dysregulated in at least two pregnancy complications. Maternal endothelial cells and syncytiotrophoblast cells were the most significant cell populations enriched in these genes. A computational analysis and the topology of the protein-protein interaction network identified SOD1, ACTG1, TXNRD1, TKT, GCLM, GOT1, ACO1, and UBB as hub genes. A set of key regulators that trigger the reaction cascades involving the differentially expressed genes was found to include MAPK3, MID1, LCMT1, DUSP10, TOPS, SOX10, EGFR, TFAP2A, GLIS1, NR2F1, NR2F2, PAX5, HSF1, and BCL6. The genes were overrepresented in the MAP kinase and interferon-γ response signaling pathways. The above genes and their products were assumed to provide the most promising biomarkers for developing new approaches to risk factor assessment and targeted therapy in GOSs. Further studies should be aimed at clarifying their functional and diagnostic significance in pregnancy complications.</p>","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 2","pages":"212-233"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144486447","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[Transcriptomics and the "Curse of Dimensionality": Monte Carlo Simulations of ML-Models as a Tool for Analyzing Multidimensional Data in Tasks of Searching Markers of Biological Processes]. 转录组学和“维度的诅咒”:ml模型的蒙特卡罗模拟作为分析生物过程标记物任务中的多维数据的工具。
Q3 Medicine Pub Date : 2025-01-01 DOI: 10.31857/S0026898425010117, EDN: HCCMTU
G J Osmak, M V Pisklova

High-throughput transcriptomic research methods provide the assessment of a vast number of factors valuable for researchers. At the same time, "curse of dimensionality" issues arise, which lead to increasing the requirements on data processing and analysis methods. In this study, we propose a new algorithm that combines Monte Carlo methods and machine learning. This algorithm will enable feature space reduction by highlighting genes most likely associated with the investigated diseases. Our approach allows one not only to generate a set of "interesting" genes but also to assign weight to each gene, indicating its "importance." This measure can be used in subsequent statistical analysis, visualization, and interpretation of results. Algorithm performance was demonstrated on open transcriptomic data of patients with HCM (GSE36961 and GSE1145). The analysis revealed genes MYH6, FCN3, RASD1, and SERPINA3, which is in good agreement with the available literature.

高通量转录组学研究方法为研究人员提供了大量有价值因素的评估。同时也出现了“维数诅咒”问题,对数据处理和分析方法的要求越来越高。在这项研究中,我们提出了一种结合蒙特卡罗方法和机器学习的新算法。该算法将通过突出显示与所研究疾病最有可能相关的基因来实现特征空间缩减。我们的方法不仅可以生成一组“有趣的”基因,还可以为每个基因分配权重,表明其“重要性”。该测量可用于后续的统计分析、可视化和结果解释。在HCM患者(GSE36961和GSE1145)的公开转录组数据上验证了算法的性能。分析发现了MYH6、FCN3、RASD1和SERPINA3基因,这与现有文献一致。
{"title":"[Transcriptomics and the \"Curse of Dimensionality\": Monte Carlo Simulations of ML-Models as a Tool for Analyzing Multidimensional Data in Tasks of Searching Markers of Biological Processes].","authors":"G J Osmak, M V Pisklova","doi":"10.31857/S0026898425010117, EDN: HCCMTU","DOIUrl":"10.31857/S0026898425010117, EDN: HCCMTU","url":null,"abstract":"<p><p>High-throughput transcriptomic research methods provide the assessment of a vast number of factors valuable for researchers. At the same time, \"curse of dimensionality\" issues arise, which lead to increasing the requirements on data processing and analysis methods. In this study, we propose a new algorithm that combines Monte Carlo methods and machine learning. This algorithm will enable feature space reduction by highlighting genes most likely associated with the investigated diseases. Our approach allows one not only to generate a set of \"interesting\" genes but also to assign weight to each gene, indicating its \"importance.\" This measure can be used in subsequent statistical analysis, visualization, and interpretation of results. Algorithm performance was demonstrated on open transcriptomic data of patients with HCM (GSE36961 and GSE1145). The analysis revealed genes MYH6, FCN3, RASD1, and SERPINA3, which is in good agreement with the available literature.</p>","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 1","pages":"154-161"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144340418","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[Development of Multiplex Real-Time RT-PCR to Determine the Expression Levels of Toll-Like Receptor Genes]. 多重实时RT-PCR检测toll样受体基因表达水平的研究进展
Q3 Medicine Pub Date : 2025-01-01 DOI: 10.31857/S0026898425010129, EDN: HBYTDP
S A Salamaikina, V I Korchagin, K O Mironov

Immune response gene expression analysis is an important task in studies of interactions between a host and an infectious agent. Many approaches to this task have been developed, but despite significant progress, the problem of selecting a single standard for data normalization remains unsolved. In the present work, HPRT1, SDHA, GAPDH, and TBP were selected as candidate reference genes with stable expression, and a system based on multiplex real-time RT-PCR was developed for their analysis. Calculations using the geNorm and BestKeeper algorithms made it possible to create a stable index based on two genes, HPRT1 and SDHA. The index was used to normalize the expression levels of the target Toll-like receptor genes (TLRs) TLR1, TLR2, TLR4, TLR6, and TLR8. A high stability and positive mutual correlations were observed for expression values of the TLR genes (except TLR6) in a sample of healthy individuals. The finding suggested common mechanisms of expression regulation and confirmed that the multiplex system is suitable for analyzing expression of immune response genes.

免疫反应基因表达分析是研究宿主与感染因子相互作用的重要内容。已经开发了许多方法来完成这项任务,但是尽管取得了重大进展,为数据规范化选择单一标准的问题仍然没有解决。本研究选择HPRT1、SDHA、GAPDH和TBP作为稳定表达的候选内参基因,建立了基于多重实时RT-PCR的系统对其进行分析。使用geNorm和BestKeeper算法进行计算,可以基于两个基因HPRT1和SDHA创建一个稳定的索引。该指数用于标准化靶toll样受体基因(TLRs) TLR1、TLR2、TLR4、TLR6和TLR8的表达水平。在健康人群中,TLR基因(TLR6除外)的表达值具有高度的稳定性和正相关关系。这一发现提示了共同的表达调控机制,并证实了多重系统适用于分析免疫应答基因的表达。
{"title":"[Development of Multiplex Real-Time RT-PCR to Determine the Expression Levels of Toll-Like Receptor Genes].","authors":"S A Salamaikina, V I Korchagin, K O Mironov","doi":"10.31857/S0026898425010129, EDN: HBYTDP","DOIUrl":"10.31857/S0026898425010129, EDN: HBYTDP","url":null,"abstract":"<p><p>Immune response gene expression analysis is an important task in studies of interactions between a host and an infectious agent. Many approaches to this task have been developed, but despite significant progress, the problem of selecting a single standard for data normalization remains unsolved. In the present work, HPRT1, SDHA, GAPDH, and TBP were selected as candidate reference genes with stable expression, and a system based on multiplex real-time RT-PCR was developed for their analysis. Calculations using the geNorm and BestKeeper algorithms made it possible to create a stable index based on two genes, HPRT1 and SDHA. The index was used to normalize the expression levels of the target Toll-like receptor genes (TLRs) TLR1, TLR2, TLR4, TLR6, and TLR8. A high stability and positive mutual correlations were observed for expression values of the TLR genes (except TLR6) in a sample of healthy individuals. The finding suggested common mechanisms of expression regulation and confirmed that the multiplex system is suitable for analyzing expression of immune response genes.</p>","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 1","pages":"162-172"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144340409","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[De Novo Gene Birth].
Q3 Medicine Pub Date : 2025-01-01 DOI: 10.31857/S0026898425010025, EDN: HDFFWO
E O Aristova, I A Volkhin, A A Denisova, P A Nikitin, E R Petrukhin

According to classic ideas, new genes emerge from old genes by duplication or horizontal transfer. Analyses of a large number of genomes in recent decades have shown that some genes have no visible homologs and have presumably emerged de novo from previously noncoding sequences. The review considers possible mechanisms of de novo gene formation, the properties of protein sequences encoded by such genes, and features of their expression and selection. The problem of identification of de novo arising gene is discussed separately.

根据经典观点,新基因通过复制或水平转移从旧基因中产生。近几十年来对大量基因组的分析表明,一些基因没有可见的同源物,可能是从以前的非编码序列中重新出现的。本文综述了新生基因形成的可能机制,这些基因编码的蛋白质序列的特性,以及它们的表达和选择的特征。另外还讨论了新生发病基因的鉴定问题。
{"title":"[De Novo Gene Birth].","authors":"E O Aristova, I A Volkhin, A A Denisova, P A Nikitin, E R Petrukhin","doi":"10.31857/S0026898425010025, EDN: HDFFWO","DOIUrl":"10.31857/S0026898425010025, EDN: HDFFWO","url":null,"abstract":"<p><p>According to classic ideas, new genes emerge from old genes by duplication or horizontal transfer. Analyses of a large number of genomes in recent decades have shown that some genes have no visible homologs and have presumably emerged de novo from previously noncoding sequences. The review considers possible mechanisms of de novo gene formation, the properties of protein sequences encoded by such genes, and features of their expression and selection. The problem of identification of de novo arising gene is discussed separately.</p>","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 1","pages":"22-31"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144340408","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Molekulyarnaya Biologiya
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1