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IAMPDB: A Knowledgebase of Manually Curated Insects-Derived Antimicrobial Peptides IAMPDB:人工筛选昆虫来源的抗菌肽知识库
IF 1.8 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-11 DOI: 10.1002/psc.70006
Rajat Kumar Mondal, Prabhat Tripathi, Rudra Prasad Mondal, Debarup Sen, Ankish Arya, Debayan Karmakar, Oshin Pal, Avijit Dey, Sintu Kumar Samanta

Insects, a majority of animal species, rely on innate immunity and antimicrobial peptides (AMPs), which are a part of their innate immunity, to combat diverse parasites and pathogens. These peptides have applications ranging from agriculture to antimicrobial resistance (AMR). However, there is a lack of a specialized database, prompting the development of the Insect Antimicrobial Peptide Database (IAMPDB) as a pioneering comprehensive Knowledgebase dedicated to insect-derived antimicrobial peptides (IAMPs), serving as a resource for researchers and industry professionals. Curated from UniProt and associated literature(s), IAMPDB currently houses 438 curated entries of IAMPs from various insect species, spanning 10 taxonomical orders of insects. Each entry is meticulously annotated with details on peptide sequence, source organism, activities, physicochemical properties, and more. IAMPDB offers a user-friendly interface with diverse search options, interactive visualizations, and links to external databases; advanced tools, including a peptide sequence alignment toolbox and a peptide feature calculation toolbox, facilitating sequence alignment, physicochemical property calculation, and in-depth analysis. The knowledgebase is accessible online (at URL https://bblserver.org.in/iampdb/).

昆虫,大多数动物物种,依靠先天免疫和抗菌肽(抗菌肽是其先天免疫的一部分)来对抗各种寄生虫和病原体。这些肽的应用范围从农业到抗菌素耐药性(AMR)。然而,由于缺乏专门的数据库,促使昆虫抗菌肽数据库(IAMPDB)的发展,作为一个开创性的综合性知识库,致力于昆虫来源的抗菌肽(iamp),为研究人员和行业专业人士提供资源。IAMPDB收录了来自UniProt和相关文献的438个iamp条目,涵盖了10个昆虫分类目。每个条目都精心注释了肽序列,来源生物,活动,物理化学性质等细节。IAMPDB提供了一个用户友好的界面,具有多种搜索选项,交互式可视化和外部数据库的链接;先进的工具,包括肽序列比对工具箱和肽特征计算工具箱,便于序列比对、理化性质计算和深入分析。该知识库可在线访问(网址:https://bblserver.org.in/iampdb/)。
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引用次数: 0
Regulatory Guidelines for the Analysis of Therapeutic Peptides and Proteins 治疗性多肽和蛋白质分析的监管指南
IF 1.8 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-08 DOI: 10.1002/psc.70001
Yomnah Y. Elsayed, Toni Kühl, Diana Imhof

Peptides and proteins have become increasingly important in the treatment of various diseases, including infections, metabolic disorders, and cancers. Over the past decades, the number of approved peptide- and protein-based drugs has grown significantly, now accounting for about 25% of the global pharmaceutical market. This increase has been recorded since the introduction of the first therapeutic peptide, insulin, in 1921. Therapeutic peptides and proteins offer several advantages over small molecule drugs, including high specificity, potency, and safety; however, they also face challenges related to instability in liquid formulations. To address this issue, numerous formulation techniques have been developed to enhance their stability. In either state, physical and chemical characterization of the peptide or protein of interest is crucial for ensuring the identity, purity, and activity of these therapeutic agents. Regulatory bodies such as the FDA, ICH, and EMA have established guidelines for the analysis, stability testing, and quality control of peptides and biologics to ensure the safety and effectiveness of these drugs. In the present review, these guidelines and the consequences thereof are summarized and provided to support the notion of developing tailored bioanalytical workflows for each peptide or protein drug.

多肽和蛋白质在各种疾病的治疗中变得越来越重要,包括感染、代谢紊乱和癌症。在过去的几十年里,批准的肽类和蛋白类药物的数量显著增长,目前约占全球药品市场的25%。自1921年引入第一种治疗肽胰岛素以来,这种增长一直有记录。与小分子药物相比,治疗性多肽和蛋白质具有一些优势,包括高特异性、效力和安全性;然而,他们也面临着与液体配方不稳定性相关的挑战。为了解决这个问题,已经开发了许多配方技术来提高其稳定性。在任何一种状态下,感兴趣的肽或蛋白质的物理和化学特性对于确保这些治疗剂的特性、纯度和活性至关重要。FDA、ICH和EMA等监管机构已经制定了多肽和生物制剂的分析、稳定性测试和质量控制指南,以确保这些药物的安全性和有效性。在目前的回顾中,这些指南及其后果进行了总结,并提供了支持为每个肽或蛋白质药物开发量身定制的生物分析工作流程的概念。
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引用次数: 0
Synthesis of Anabaenopeptins With a Strategic Eye Toward N-Terminal Sequence Diversity anabaenopeptin的合成及其n端序列多样性研究
IF 1.8 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-06 DOI: 10.1002/psc.70003
Naresh M. Venneti, Boddu S. Ramakrishna, Zoee K. Harris, Sydney C. Kasmer, Dennis P. Anderson, Nicholas J. Peraino, Judy A. Westrick, Jennifer L. Stockdill

A divergent synthesis strategy was developed for producing various anabaenopeptins (AP) for harmful algal bloom monitoring. The synthesis involved on-resin stepwise pentapeptide assembly on a MeDbz linker then N-α-ureido amino acid attachment and cyclization. To manage N-methylated amino acids, modified coupling conditions were employed. Lysine's ε-amino group reacted with the activated MeDbz linker in a self-cleaving head-to-side chain cyclization. Cyclization conditions were optimized by screening different pH levels to control lysine α-amine cyclization and prevent hydrolysis. Global cleavage and purification afforded the pure anabaenopeptins. This approach proved effective as a general platform for anabaenopeptin synthesis, allowing rapid access to anabaenopeptins A, B, F, and oscillamide Y.

采用发散合成的方法制备了用于监测有害藻华的各种鱼腥草肽(AP)。合成过程包括在MeDbz连接体上逐步组装五肽,然后进行N-α-脲基氨基酸的连接和环化。为了控制n -甲基化氨基酸,采用了改进的偶联条件。赖氨酸的ε-氨基与活化的MeDbz连接物发生了自裂的从头到侧链环化反应。通过筛选不同的pH值对环化条件进行优化,控制赖氨酸α-胺环化,防止水解。经过全局切割和纯化,获得了纯化的anabaenopeptin。该方法作为anabaenopeptin合成的通用平台被证明是有效的,允许快速获得anabaenopeptin a, B, F和振荡酰胺Y。
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引用次数: 0
Assessment of Phage-Displayed Peptides Targeting Cancer Cell Surface Proteins: A Comprehensive Molecular Docking Study 靶向癌细胞表面蛋白的噬菌体显示肽的评估:一项全面的分子对接研究
IF 1.8 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-04 DOI: 10.1002/psc.70004
Verónica Quilumba-Dutan, Clara Carreón-Álvarez, Víctor Sanabria-Ayala, Sergio Hidalgo-Figueroa, Swaroop Chakraborty, Eugenia Valsami-Jones, Rubén López-Revilla, José Luis Rodríguez-López

Peptides binding overexpressed breast and cervical cancer cell surface proteins can be isolated by phage display technology, and their affinity to their potential receptors can be assessed by molecular docking. We isolated 44 phage clones displaying dodecapeptides with high affinity to HeLa cervical cancer and MDA-MB-231 (MDA) breast cancer cells by repeated biopanning of an MK13 phage library and explored their affinity to specific proteins by molecular docking. Six peptides appeared repeatedly during biopanning: two with affinity to HeLa (H5/H21), and four with affinity to MDA cells (M3/M7/M15/M17). Peptide pairs M3/H5 and H1/M17 had affinity to both cell lines. A systematic review identified Annexin A2, EGFR, CD44, CD146, and Integrin alpha V as potential protein targets in HeLa cells, and Vimentin, Galectin-1, and Annexins A1 and A5 in MDA cells. Via virtual screening, we selected six peptides with the highest total docking scores: H1 (−916.32), H6 (−979.21), H19 (−1093.24), M6 (−732.21), M16 (−745.5), and M19 (−739.64), and identified that docking scores were strengthened by the protein type, the interacting amino acid side chains, and the polarity of peptides. This approach facilitates the selection of relevant peptides that could be further explored for active targeting in cancer diagnosis and treatment.

通过噬菌体展示技术可以分离出结合过表达乳腺癌和宫颈癌细胞表面蛋白的多肽,并通过分子对接评估其与潜在受体的亲和力。通过对MK13噬菌体文库的重复生物筛选,分离出44个对HeLa宫颈癌和MDA- mb -231 (MDA)乳腺癌细胞具有高亲和力的十二肽噬菌体克隆,并通过分子对接探索其对特定蛋白的亲和力。6个多肽在生物筛选过程中反复出现:2个与HeLa (H5/H21)有亲和力,4个与MDA细胞有亲和力(M3/M7/M15/M17)。肽对M3/H5和H1/M17对两种细胞系均有亲和力。一项系统综述发现,在HeLa细胞中,膜联蛋白A2、EGFR、CD44、CD146和整合素V是潜在的蛋白靶点;在MDA细胞中,Vimentin、半乳糖凝集素1和膜联蛋白A1和A5是潜在的蛋白靶点。通过虚拟筛选,我们选择了总对接分数最高的6个肽段:H1(−916.32)、H6(−979.21)、H19(−1093.24)、M6(−732.21)、M16(−745.5)和M19(−739.64),并发现对接分数与蛋白质类型、相互作用氨基酸侧链和肽极性有关。这种方法有助于选择相关肽,进一步探索在癌症诊断和治疗中的主动靶向。
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引用次数: 0
Self-Assembly of a Conjugate of Lipoic Acid With a Collagen-Stimulating Pentapeptide Showing Cytocompatibility and Wound Healing Properties, and Chemical and Photolytic Disassembly 具有细胞相容性和伤口愈合特性的硫辛酸与胶原刺激五肽偶联物的自组装,以及化学和光解分解
IF 1.8 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-04 DOI: 10.1002/psc.70002
Lucas R. de Mello, Valeria Castelletto, Leide Cavalcanti, Jani Seitsonen, Ian W. Hamley

Lipoic acid is a biocompatible compound with antioxidant activity that is of considerable interest in cosmetic formulations, and the disulfide group in the N-terminal ring confers redox activity. Here, we study the self-assembly and aspects of the bioactivity of a lipopeptide (peptide amphiphile) comprising the KTTKS collagen-stimulating pentapeptide sequence conjugated to an N-terminal lipoic acid chain, lipoyl-KTTKS. Using SAXS, SANS and cryo-TEM, lipoyl-KTTKS is found to form a population of curly fibrils (wormlike micelles) above a critical aggregation concentration. Upon chemical reduction, the fibrils (and β-sheet structure) are disrupted because of the breaking of the disulfide bond, which produces dihydrolipoic acid. Lipoyl-KTTKS also undergoes photo-degradation in the presence of UV radiation. Through cell assays using fibroblasts, we found that lipoyl-KTTKS has excellent cytocompatibility across a wide concentration range, stimulates collagen production, and enhances the rate of cell coverage in a simple in vitro scratch assay of ‘wound healing’. Lipoyl-KTTKS thus has several notable properties that may be useful for the development of cosmetics, cell scaffolds or tissue engineering materials.

硫辛酸是一种具有抗氧化活性的生物相容性化合物,在化妆品配方中引起了相当大的兴趣,并且n端环上的二硫基团具有氧化还原活性。在这里,我们研究了由KTTKS胶原刺激五肽序列偶联到n端硫辛酸链脂酰KTTKS组成的脂肽(肽两亲体)的自组装和生物活性方面。使用SAXS, SANS和冷冻透射电镜,发现脂酰kttks在临界聚集浓度以上形成卷曲的原纤维(蠕虫状胶束)。化学还原后,原纤维(和β-薄片结构)被破坏,因为二硫键断裂,产生二氢硫辛酸。Lipoyl-KTTKS在紫外线辐射下也会发生光降解。通过使用成纤维细胞的细胞分析,我们发现脂酰kttks在广泛的浓度范围内具有出色的细胞相容性,刺激胶原蛋白的产生,并在简单的体外“伤口愈合”划痕试验中提高细胞覆盖率。因此,Lipoyl-KTTKS具有几个值得注意的特性,可用于化妆品,细胞支架或组织工程材料的开发。
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引用次数: 0
The Prototypical Oligopeptide Transporter YdgR From E. coli Exhibits a Strict Preference for β-Ala-Lys(AMCA) 大肠杆菌原型低聚肽转运体 YdgR 对 β-Ala-Lys(AMCA)具有严格的偏好。
IF 1.8 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-01-26 DOI: 10.1002/psc.3670
Salvia Sajid, Cecilia Ninh, Ruyu Yan, Maria Rafiq, Lars Porskjær Christensen, Mikkel Girke Jørgensen, Paul Robert Hansen, Henrik Franzyk, Osman Mirza, Bala Krishna Prabhala

Fluorescent probes are widely used in cellular imaging and disease diagnosis. Acting as substitute carriers, fluorescent probes can also be used to help transport drugs within cells. In this study, commonly used fluorophores, TAMRA (5-carboxytetramethylrhodamine), PBA (1-pyrenebutyric acid), NBD (nitrobenzoxadiazole), OG (Oregon Green), and CF (5-carboxyfluorescein) were conjugated with the dipeptide β-Ala-Lys, the peptide moiety of the well-established peptide transporter substrate β-Ala-Lys(AMCA) (AMCA: 7-amino-4-methyl-coumarin-3-acetic acid) by modifying it with respect to side-chain length and functional end groups. The analogs were tested for transport through or inhibition of YdgR, a prototypical peptide transporter from E. coli and apparently homologous to the human PEPT1. Strikingly, none of the dipeptide-fluorophore conjugates nor minor modifications in the reporter substrate were tolerated by YdgR, indicating discrepancies to PEPT1. These findings underscore intricate substrate recognition mechanisms governing substrate recognition by YdgR.

荧光探针在细胞成像和疾病诊断中有着广泛的应用。作为替代载体,荧光探针也可以用来帮助在细胞内运输药物。本研究将常用的荧光团TAMRA(5-羧基四甲基罗丹明)、PBA(1-芘丁酸)、NBD(硝基苯并二唑)、OG(俄勒冈绿)和CF(5-羧基荧光素)与二肽β-Ala-Lys(AMCA: 7-氨基-4-甲基香豆素-3-乙酸)结合,通过对其侧链长度和官能团端基进行修饰。YdgR是一种来自大肠杆菌的典型肽转运蛋白,与人类PEPT1明显同源。引人注目的是,YdgR不能耐受二肽-荧光基团缀合物,也不能耐受报告底物中的微小修饰,这表明与PEPT1存在差异。这些发现强调了YdgR控制底物识别的复杂底物识别机制。
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引用次数: 0
Investigation of the Potency of KALA and REV Cell-Penetrating Peptides for In Vitro/In Vivo Delivery of an HPV Multiepitope DNA Construct KALA和REV细胞穿透肽在体外/体内传递HPV多表位DNA结构的效力研究。
IF 1.8 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-01-23 DOI: 10.1002/psc.70000
Haleh Feyzyab, Alireza Milani, Elnaz Agi, Mehrdad Hashemi, Azam Bolhassani

Developing human papillomavirus (HPV) therapeutic DNA vaccines requires an effective delivery system, such as cell-penetrating peptides (CPPs). In the current study, the multiepitope DNA constructs harboring the immunogenic and conserved epitopes of the L1, L2, and E7 proteins of HPV16/18 (pcDNA-L1-L2-E7 and pEGFP-L1-L2-E7) were delivered using KALA and REV CPPs with different properties in vitro and in vivo. Herein, after confirmation of the REV/DNA and KALA/DNA complexes, their stability was investigated against DNase I and serum protease. Then, their entry into HEK-293T eukaryotic cells was analyzed by qualitative and quantitative methods. Finally, anti-tumor effects of the peptide/DNA complexes were investigated in the C57BL/6 mouse model. Based on the obtained data, the REV/DNA and KALA/DNA complexes at the N/P ratio of 5:1 demonstrated successful penetration into HEK-293T cells. Furthermore, in vivo studies represented that the REV/DNA (survival rate: 75%) and KALA/DNA (survival rate: 50%) complexes provided significant protection against C3 tumors in mice. Indeed, REV CPP exhibited a higher survival rate and lower tumor volume than KALA CPP, 50 days after the C3 challenge. These findings represented the potential of KALA and REV CPPs, especially REV, as promising gene delivery systems for developing HPV therapeutic DNA vaccine candidates.

开发人乳头瘤病毒(HPV)治疗性DNA疫苗需要一种有效的递送系统,如细胞穿透肽(CPPs)。本研究利用不同性质的KALA和REV CPPs体外和体内传递含有HPV16/18的L1、L2和E7蛋白免疫原性和保守性表位的多表位DNA构建体(pcDNA-L1-L2-E7和pEGFP-L1-L2-E7)。在此,在确认REV/DNA和KALA/DNA复合物后,研究了它们对DNA酶I和血清蛋白酶的稳定性。然后用定性和定量方法分析它们进入HEK-293T真核细胞的情况。最后,在C57BL/6小鼠模型上研究了肽/DNA复合物的抗肿瘤作用。根据获得的数据,REV/DNA和KALA/DNA复合物在N/P比为5:1时成功渗透到HEK-293T细胞中。此外,体内研究表明REV/DNA复合物(存活率:75%)和KALA/DNA复合物(存活率:50%)对小鼠C3肿瘤具有显著的保护作用。事实上,在C3攻击后50天,REV CPP比KALA CPP表现出更高的存活率和更小的肿瘤体积。这些发现代表了KALA和REV CPPs的潜力,特别是REV,作为开发HPV治疗性DNA候选疫苗的有希望的基因传递系统。
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引用次数: 0
A Novel Insect Short Neuropeptide sNPF Peptidomimetic Insecticide: Rational Design, Synthesis, and Aphicidal Activity Study 一种新型昆虫短神经肽sNPF类肽类杀虫剂:合理设计、合成及杀虫活性研究。
IF 1.8 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-01-20 DOI: 10.1002/psc.3669
Yuanlin Zhou, Chunyue Wang, Tong Lin, Qingdong Ji, Qin Han, Anzhi Liu, Jiajia Chen, Tong Liu, Wenyi Ran

Short neuropeptide F (sNPF) is an insect-specific neuropeptide named for its C-terminal phenylalanine. It consists of 6–19 amino acids with a conserved RLRFa structure, regulating feeding, growth, circadian rhythms, and water-salt balance in insects. Its receptor belongs to GPCR-As and binds sNPF to regulate the insect nervous system. Many research groups are evaluating sNPF for plant protection and pest control. In this study, the natural sNPF from the pea aphid (Acyrthosiphon pisum) was used as a lead compound. Five novel sNPF analogs were designed and synthesized through molecular docking and peptidomimetics, altering the N-terminal amino acid to Ser, Thr, Tyr, Leu, or Gln. Aphid bioassays showed that the analog I-3 (YLRLRFa, LC50 = 1.820 mg/L) was more active than the natural Acypi-sNPF-1 and pymetrozine. The structure–activity relationship analysis indicated that N-terminal tyrosine incorporation, combined with increased ClogP and TPSA, enhanced aphidicidal activity. Furthermore, Toxtree's toxicity predictions suggest a low risk for all compounds, and a toxicity assay conducted on the honeybee (Apis mellifera) for I-3, which exhibits high aphidicidal activity, indicates that I-3 does not pose a toxicity risk to non-target organisms. Thus, I-3 can be utilized as a selective and environmentally friendly insecticide to manage pea aphids.

短神经肽F (sNPF)是一种昆虫特有的神经肽,因其c端苯丙氨酸而得名。它由6-19个氨基酸组成,具有保守的RLRFa结构,调节昆虫的摄食、生长、昼夜节律和水盐平衡。其受体属于GPCR-As,结合sNPF调节昆虫神经系统。许多研究小组正在评估sNPF在植物保护和害虫防治方面的作用。本研究以豌豆蚜(Acyrthosiphon pisum)的天然sNPF为先导化合物。通过分子对接和肽模拟,设计并合成了5个新的sNPF类似物,将n端氨基酸改变为Ser、Thr、Tyr、Leu或Gln。蚜虫生物测定表明,类似物I-3 (YLRLRFa, LC50 = 1.820 mg/L)的活性高于天然的Acypi-sNPF-1和吡蚜酮。构效关系分析表明,n端酪氨酸掺入,ClogP和TPSA增加,增强了杀虫活性。此外,Toxtree的毒性预测表明,所有化合物的毒性风险都很低,对蜜蜂(Apis mellifera)进行的I-3毒性试验显示,I-3具有很高的杀蚜活性,表明I-3不会对非目标生物构成毒性风险。因此,I-3可以作为一种选择性和环保型的杀虫剂来治理豌豆蚜虫。
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引用次数: 0
Overview of Peptides and Their Potential Roles in Skin Health and Beauty 多肽综述及其在皮肤健康和美容中的潜在作用。
IF 1.8 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-01-07 DOI: 10.1002/psc.3668
Leyang Wang, Zhijing Wu, Xinyu Wang, Xiaoli Wang, Jingzhuo Mao, Yan Yan, Lu Zhang, Zhuzhen Zhang

Peptides are molecules that consist of at least two amino acids linked by peptide bonds. The difference between peptides and proteins is primarily based on size and structure. Typically, oligopeptides consist of fewer than about 10–20 amino acids, and polypeptides consist of more than 20 amino acids, whereas proteins usually are made up more than 50 amino acids and often contain multiple peptide subunits as stated in the International Union of Pure and Applied Chemistry rules. Beyond the nutritional properties, peptides are also structural components of hormones, enzymes, toxins, and antibiotics and play several fundamental physiological roles in the body. Since the introduction of the first commercial peptide drug, insulin, peptide-based drugs have gained increased interest. So far, more than 80 peptide-based drugs have reached the market for a wide range of conditions, such as diabetes, cardiovascular diseases, and urological disorders. Meanwhile, peptides have also gained significant attention in the cosmetic industry because of their potential in boosting skin health. In this review, peptides were comprehensively summarized in the aspects of sources, function, the use of peptides in cosmetics and skin care, and indications for the delivery of cosmetic peptides.

肽是由至少两个由肽键连接的氨基酸组成的分子。多肽和蛋白质的区别主要在于它们的大小和结构。通常,寡肽由少于10-20个氨基酸组成,多肽由超过20个氨基酸组成,而蛋白质通常由超过50个氨基酸组成,并且通常包含多个肽亚基,如国际纯粹与应用化学联合会规则所述。除了营养特性,多肽也是激素、酶、毒素和抗生素的结构成分,在体内起着几个基本的生理作用。自从第一个商业化的多肽药物胰岛素问世以来,基于多肽的药物获得了越来越多的兴趣。到目前为止,已有80多种肽类药物进入市场,用于治疗各种疾病,如糖尿病、心血管疾病和泌尿系统疾病。与此同时,多肽也因其促进皮肤健康的潜力而在化妆品行业引起了极大的关注。本文从肽的来源、功能、肽在化妆品和护肤中的应用以及美容肽的给药适应症等方面进行了综述。
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引用次数: 0
PepFuNN: Novo Nordisk Open-Source Toolkit to Enable Peptide in Silico Analysis PepFuNN:诺和诺德开源工具包,使肽在硅分析。
IF 1.8 4区 生物学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-01-07 DOI: 10.1002/psc.3666
Rodrigo Ochoa, Kristine Deibler

We present PepFuNN, a new open-source version of the PepFun package with functions to study the chemical space of peptide libraries and perform structure–activity relationship analyses. PepFuNN is a Python package comprising five modules to study peptides with natural amino acids and, in some cases, sequences with non-natural amino acids based on the availability of a public monomer dictionary. The modules allow calculating physicochemical properties, performing similarity analysis using different peptide representations, clustering peptides using molecular fingerprints or calculated descriptors, designing peptide libraries based on specific requirements, and a module dedicated to extracting matched pairs from experimental campaigns to guide the selection of the most relevant mutations in design new rounds. The code and tutorials are available at https://github.com/novonordisk-research/pepfunn.

我们提出了PepFuNN,一个新的开源版本的PepFun包,具有研究肽库的化学空间和进行结构-活性关系分析的功能。PepFuNN是一个Python包,包括五个模块,用于研究天然氨基酸肽,在某些情况下,基于公共单体字典的非天然氨基酸序列。这些模块允许计算理化性质,使用不同的肽表示进行相似性分析,使用分子指纹或计算的描述符对肽进行聚类,根据特定要求设计肽库,以及一个专门从实验活动中提取匹配对的模块,以指导在设计新轮次时选择最相关的突变。代码和教程可在https://github.com/novonordisk-research/pepfunn上获得。
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引用次数: 0
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Journal of Peptide Science
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