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Dipeptides in CSF and plasma: diagnostic and therapeutic potential in neurological diseases 脑脊液和血浆中的二肽:神经系统疾病的诊断和治疗潜力
IF 3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-12-13 DOI: 10.1007/s00726-024-03434-1
Katharina Küper, Gernot Poschet, Julia Rossmann, Sven F. Garbade, Alexander Spiegelhalter, Dan Wen, Georg F. Hoffmann, Claus P. Schmitt, Thomas Opladen, Verena Peters

Dipeptides (DPs), composed of two amino acids (AAs), hold significant therapeutic potential but remain underexplored. Given the crucial role of AAs in central nervous system (CNS) function, this study investigated the presence of DPs in cerebrospinal fluid (CSF) and their correlation with corresponding AAs, potentially indicating their role as AA donors. Plasma and CSF samples were collected from 43 children with neurological or metabolic conditions of unknown origin, including 23 with epilepsy. A panel of 33 DPs was quantified using UPLC-MS/MS. Out of 33 DPs, 18 were detectable in CSF and 20 in plasma, displaying high inter-individual variance. Gly-Asp, Gly-Pro, and Ala-Glu were consistently found in all CSF samples, while only Gly-Asp was universally detectable in plasma. Anserine and carnosine were prominent in CSF and plasma, respectively, with no other histidine-containing DPs observed. Generally, DP concentrations were higher in plasma than in CSF; however, anserine and Gly-Pro had similar concentrations in both fluids. Significant correlations were observed between specific DPs and their corresponding AAs in CSF (Gly-Glu, Gly-Pro and Ser-Gln) and plasma (Glu-Glu and Glu-Ser). Notably, patients with epilepsy had elevated medium anserine concentrations in CSF. This study is the first to demonstrate the presence of numerous DPs in CSF and plasma. Further research is needed to determine if DP patterns can support the diagnosis of neurological diseases and whether DP administration can modulate amino acid availability in the brain, potentially offering new therapeutic options, such as for defects in the amino acid transporter.

二肽(DPs)由两种氨基酸(AAs)组成,具有显著的治疗潜力,但仍未得到充分开发。鉴于AAs在中枢神经系统(CNS)功能中的重要作用,本研究探讨了脑脊液(CSF)中DPs的存在及其与相应AAs的相关性,可能表明它们作为AA供体的作用。收集了43例原因不明的神经或代谢疾病患儿的血浆和脑脊液样本,其中23例为癫痫。采用UPLC-MS/MS对33个DPs进行定量分析。在33例DPs中,脑脊液中检测到18例,血浆中检测到20例,显示出较高的个体间差异。Gly-Asp、Gly-Pro和Ala-Glu在所有脑脊液样本中一致存在,而只有Gly-Asp在血浆中普遍可检测到。脑脊液和血浆中分别以鹅氨酸和肌肽为主,未见其他含组氨酸的DPs。血浆DP浓度普遍高于脑脊液;然而,鹅胺和Gly-Pro在两种液体中的浓度相似。脑脊液(Gly-Glu, Gly-Pro和Ser-Gln)和血浆(Glu-Glu和Glu-Ser)中特异性DPs与其相应的AAs之间存在显著相关性。值得注意的是,癫痫患者的脑脊液中雁胺浓度升高。这项研究首次证实脑脊液和血浆中存在大量DPs。需要进一步的研究来确定DP模式是否可以支持神经系统疾病的诊断,以及DP给药是否可以调节大脑中的氨基酸可用性,从而可能提供新的治疗选择,例如氨基酸转运体缺陷。
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引用次数: 0
Free amino acids accelerate the time-dependent inactivation of rat liver nucleotide pyrophosphatase/phosphodiesterase Enpp3 elicited by EDTA 游离氨基酸加速了EDTA诱导的大鼠肝脏核苷酸焦磷酸酶/磷酸二酯酶Enpp3的时间依赖性失活。
IF 3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-12-06 DOI: 10.1007/s00726-024-03431-4
Ana Romero, Guadalupe Cumplido-Laso, Ascensión Fernández, Javier Moreno, José Canales, Rui Ferreira, Juan López-Gómez, João Meireles Ribeiro, María Jesús Costas, José Carlos Cameselle

Nucleotide-pyrophosphatases/phosphodiesterases (NPP/PDE) are membrane or secreted Zn2+-metallohydrolases of nucleoside-5´-monophosphate derivatives. They hydrolyze, for instance, ATP and 4-nitrophenyl-dTMP, and belong to the ecto-nucleotide pyrophosphatase/phosphodiesterase (ENPP) family that contains seven members (ENPP1-ENPP7). Earlier we had shown that an NPP/PDE activity solubilized and partially purified from rat liver membranes is inactivated by EDTA in a time-dependent fashion, an effect enhanced by glycine and blocked by the 4-nitrophenyl-dTMP. Here, we extended this observation to other free amino acids. Activity assays started after different incubation lengths with EDTA provided first-order, apparent inactivation constants (ki(ap)). With the exception of cysteine (a strong inhibitor) and histidine (itself evoking a time-dependent inactivation), free amino acids themselves did not affect activity but increased ki(ap). The results are compatible with a conformational change of NPP/PDE evoked by interaction with free amino acids. The enzyme preparation was analyzed to identify what ENPP family members were present. First, the hydrolytic activity on 2´,3´-cGAMP was assayed because until very recently ENPP1 was the only mammalian enzyme known to display it. 2´,3´-cGAMP hydrolase activity was clearly detected, but mass spectrometry data obtained by LC-MS/MS gave evidence that only rat Enpp3, Enpp4 and Enpp5 were present with low abundance. This finding coincided in time with a recent publication claiming that mouse Enpp3 hydrolyzes 2´,3´-cGAMP, and that Enpp1 and Enpp3 account for all the 2´,3´-cGAMP hydrolase activity in mice. So, our results are confirmatory of Enpp3 activity towards 2´,3´-cGAMP. Finally, the effect of amino acids could be relevant to NPP/PDE actions dependent on protein-protein interactions, like the known insulin-related effects of ENPP1 and possibly ENPP3.

核苷酸焦磷酸酶/磷酸二酯酶(NPP/PDE)是核苷-5′-单磷酸衍生物的膜或分泌的Zn2+-金属水解酶。例如,它们水解ATP和4-硝基苯基- dtmp,并且属于包含7个成员(ENPP1-ENPP7)的外核苷酸焦磷酸酶/磷酸二酯酶(ENPP)家族。先前我们已经证明,从大鼠肝膜中溶解和部分纯化的NPP/PDE活性被EDTA以一种时间依赖性的方式灭活,甘氨酸增强了这种作用,并被4-硝基苯基- dtmp阻断。在这里,我们将这一观察扩展到其他游离氨基酸。不同EDTA孵育时间后开始的活性测定提供了一级表观失活常数(ki(ap))。除了半胱氨酸(一种强抑制剂)和组氨酸(本身引起时间依赖性失活)外,游离氨基酸本身不影响活性,但增加了ki(ap)。结果与NPP/PDE与游离氨基酸相互作用引起的构象变化相一致。对酶制剂进行分析以确定ENPP家族成员的存在。首先,测定了2´,3´-cGAMP的水解活性,因为直到最近,ENPP1是唯一已知的具有这种水解活性的哺乳动物酶。2´,3´-cGAMP水解酶活性明显,但LC-MS/MS质谱数据显示,只有大鼠的Enpp3、Enpp4和Enpp5存在低丰度。这一发现与最近发表的一篇文章一致,该论文声称小鼠Enpp3可以水解2´,3´-cGAMP,并且Enpp1和Enpp3可以解释小鼠所有的2´,3´-cGAMP水解酶活性。因此,我们的结果证实了Enpp3对2´,3´-cGAMP的活性。最后,氨基酸的作用可能与依赖于蛋白质相互作用的NPP/PDE作用有关,如已知的ENPP1和可能的ENPP3的胰岛素相关作用。
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引用次数: 0
The application and prospects of antimicrobial peptides in antiviral therapy 抗菌肽在抗病毒治疗中的应用及展望
IF 3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-12-04 DOI: 10.1007/s00726-024-03427-0
Fei Yang, Yunqi Ma

Antimicrobial peptides (AMPs) have broad-spectrum antimicrobial activity, enabling them to rapidly detect and eliminate targets. In addition, many AMPs are natural peptides, making them promising candidates for therapeutic drugs. This review discusses the basic properties and mechanisms of action of AMPs, highlighting their ability to disrupt microbial membranes and modulate host immune responses. It also reviews the current state of research into using AMPs against various viral infections, focusing on their therapeutic potential against viruses that contribute to the global health crisis. Despite promising developments, therapies based on AMPs still face challenges such as stability, toxicity, and production costs. In this text, we will discuss these challenges and the latest technological advances aimed at overcoming them. The combination of nanotechnology and bioengineering approaches offers new ways to enhance the delivery, efficacy, and safety of AMPs. We emphasize the importance of further research to fully exploit the potential of AMPs in antiviral therapy, advocating a multifaceted approach that includes optimizing clinical use and exploring synergies with existing antiviral drugs.

抗菌肽(AMPs)具有广谱抗菌活性,使其能够快速检测和消除靶标。此外,许多amp是天然肽,使它们成为治疗药物的有希望的候选者。本文综述了抗菌肽的基本特性和作用机制,重点介绍了它们破坏微生物膜和调节宿主免疫反应的能力。报告还回顾了利用抗菌肽对抗各种病毒感染的研究现状,重点介绍了抗菌肽对抗导致全球健康危机的病毒的治疗潜力。尽管发展前景良好,但基于amp的治疗仍然面临稳定性、毒性和生产成本等挑战。在本文中,我们将讨论这些挑战以及旨在克服这些挑战的最新技术进展。纳米技术和生物工程方法的结合为增强抗菌肽的递送、疗效和安全性提供了新的途径。我们强调进一步研究以充分挖掘抗菌肽在抗病毒治疗中的潜力的重要性,提倡多方面的方法,包括优化临床使用和探索与现有抗病毒药物的协同作用。
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引用次数: 0
Synthesis of enantiomerically enriched β-substituted analogs of (S)-α-alanine containing 1-phenyl-1H-1,2,3-triazole groups 含1-苯基- 1h -1,2,3-三唑基团的(S)-α-丙氨酸β-取代类似物的合成
IF 3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-12-03 DOI: 10.1007/s00726-024-03430-5
Artavazd S. Poghosyan, Emma A. Khachatryan, Anna F. Mkrtchyan, Volodya Mirzoyan, Anahit M. Hovhannisyan, Karapet R. Ghazaryan, Ela V. Minasyan, Peter Langer, Ashot S. Saghyan

A synthesis of new enantiomerically enriched derivatives of (S)-α-aminopropionic acid, containing in the β-position 1,2,3-triazole groups coupled with a o-, m- and p-substituted phenyl residue, was developed based on Cu(I) catalyzed [3 + 2] cycloaddition of azides with alkynes. As the starting materials was used the square-planar Ni(II)complex of the Schiff base of propargylglycine with the chiral auxiliary BPB (Benzylprolylbenzophenone) and 1,4-substituted phenyl azides. The assignment of the (S)-absolute configuration of the α-carbon atom of the amino acid residue of the main diastereomeric complexes of the cycloaddition products was carried out on the basis of positive Cotton effects in the region of 480–580 nm of the circular dichroism spectra. The target amino acids were isolated from acid hydrolysates of diastereomeric complexes using ion-exchange demineralization and crystallization from aqueous ethanol. Additional confirmation of the absolute configuration and determination of the enantiomeric purity of the target amino acids were carried out by chiral HPLC analysis. As a result, seven new non-proteinogenic (S)-α-amino acids, containing in the β-position a 1,2,3-triazole moiety, were synthesized.

以Cu(I)催化[3 + 2]叠氮化物与炔烃的环加成反应为基础,合成了β位1,2,3-三唑基团与o-、m-和对取代苯基残基偶联的(S)-α-氨基丙酸新的对映体富集衍生物。以丙基甘氨酸席夫碱的方平面Ni(II)配合物与手性助剂BPB (benzylprolybenzophenone)和1,4-取代苯叠氮化物为起始原料。在圆二色光谱480 ~ 580 nm范围内,基于正棉花效应,对环加成产物的主要非对映异构体氨基酸残基α-碳原子(S)绝对构型进行了赋值。目的氨基酸是从非对映异构体络合物的酸水解物中分离出来的,采用离子交换脱矿和从乙醇水溶液中结晶的方法。通过手性高效液相色谱分析进一步确定了目标氨基酸的绝对构型和对映体纯度。结果合成了7个新的非蛋白原性(S) α-氨基酸,它们在β-位置含有1,2,3-三唑基团。
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引用次数: 0
Multiple strategies of HSP antimicrobial peptide optimization to enhance antimicrobial activity 优化 HSP 抗菌肽以增强抗菌活性的多种策略
IF 3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-26 DOI: 10.1007/s00726-024-03428-z
Xiaozhong Cheng, Yonghuang Zhang, Yan Zhang, Yajun Chen, Jianli Chen, Wei Wang, Guilan Zhu

Antimicrobial peptides (AMPs) have caught the attention of researchers over the last couple of years due to their unique membrane lytic mechanism for combating antibiotic resistance, which differs from the molecular targets of traditional antibiotics. Although natural AMPs exhibit potential antimicrobial activity against a wide range of microorganisms, some drawbacks, such as toxicity, low antibacterial activity, and high production costs limit their clinical application. To enhance the antimicrobial activity of a series of HSP peptides derived from the natural peptide HSP-1, this study optimized them using a variety of strategies, including net charge, hydrophobic moment, hydrophobicity, and helicity. Optimizing the antimicrobial action of HSP peptides depended mostly on net charge, hydrophobic moment, and hydrophobicity rather than helicity. HSP-M4 may be designed to combat microbial infections because the antimicrobial activity and cytotoxicity assays showed that they exhibited low cytotoxicity and prominent antimicrobial activity, respectively.

抗菌肽(AMPs)在过去几年里引起了研究人员的关注,这是因为它们具有独特的膜溶解机制,可以对抗抗生素耐药性,这与传统抗生素的分子靶点不同。虽然天然 AMPs 对多种微生物具有潜在的抗菌活性,但其毒性、抗菌活性低和生产成本高等缺点限制了其临床应用。为了提高从天然肽 HSP-1 中提取的一系列 HSP 肽的抗菌活性,本研究采用了多种策略对它们进行了优化,包括净电荷、疏水力矩、疏水性和螺旋度。优化 HSP 肽的抗菌作用主要取决于净电荷、疏水力矩和疏水性,而不是螺旋度。抗菌活性和细胞毒性试验表明,HSP-M4 分别具有较低的细胞毒性和较强的抗菌活性,因此可设计用于抗微生物感染。
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引用次数: 0
Altered amino acid levels in young hypopituitarism: impact of NAFLD and insulin resistance 年轻垂体功能减退症患者氨基酸水平的改变:非酒精性脂肪肝和胰岛素抵抗的影响
IF 3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-23 DOI: 10.1007/s00726-024-03429-y
Yuwen Zhang, Jiting Qiu, Shouyue Sun, Xuqian Fang

Elevated concentrations of amino acids (AAs) are commonly observed in patients with nonalcoholic fatty liver disease (NAFLD). Individuals with hypopituitarism (HP) are at a heightened risk of developing NAFLD due to factors such as visceral obesity, increased insulin resistance (IR), and disturbances in lipid metabolism. However, the changes in AAs concentrations associated with HP remain poorly understood. Therefore, our study aimed to investigate whether individuals with HP, who were not receiving growth hormone replacement therapy (GHRT), exhibited altered AAs compared to controls (CTs), and whether these AAs were associated with IR, the presence of NAFLD, and the Metabolic Syndrome (MetS) score. The AAs profiles of 133 young males with HP (age: 24.5 ± 5.9; 57 with NAFLD and 76 without NAFLD) and 90 age and BMI-matched CTs were analyzed using untargeted metabolomics. The results revealed that most AAs were found to be elevated in subjects with HPs compared to CTs. Glutamate, glutamine, norleucine, and branched-chain amino acids (BCAAs) (leucine and valine) were correlated with the homeostasis model assessment of insulin resistance (HOMA-IR), with glutamate and norleucine showing independent linkage. Glutamate and proline levels were specifically associated with MetS score, while alanine and proline linked to NAFLD. Given that elevated glutamate and BCAAs levels have higher prevalence of NAFLD, we hypothesized that the changes in AAs observed in HPs may be attributed to the impact of NAFLD and IR.

非酒精性脂肪肝(NAFLD)患者体内通常会出现氨基酸(AAs)浓度升高的现象。由于内脏肥胖、胰岛素抵抗(IR)增加和脂质代谢紊乱等因素,垂体功能减退症(HP)患者罹患非酒精性脂肪肝的风险更高。然而,人们对与 HP 相关的 AAs 浓度变化仍然知之甚少。因此,我们的研究旨在调查与对照组(CTs)相比,未接受生长激素替代疗法(GHRT)的 HP 患者是否表现出 AAs 的变化,以及这些 AAs 是否与 IR、非酒精性脂肪肝的存在和代谢综合征(MetS)评分相关。研究人员采用非靶向代谢组学方法分析了133名患有HP的年轻男性(年龄:24.5 ± 5.9;57名患有非酒精性脂肪肝,76名没有非酒精性脂肪肝)和90名年龄和体重指数相匹配的CT的AAs谱。结果显示,与 CTs 相比,HPs 患者的大多数 AAs 都升高了。谷氨酸、谷氨酰胺、正亮氨酸和支链氨基酸(BCAAs)(亮氨酸和缬氨酸)与胰岛素抵抗稳态模型评估(HOMA-IR)相关,谷氨酸和正亮氨酸显示出独立的联系。谷氨酸和脯氨酸水平与 MetS 评分特别相关,而丙氨酸和脯氨酸则与非酒精性脂肪肝相关。鉴于谷氨酸和 BCAAs 水平升高会导致非酒精性脂肪肝发病率升高,我们假设在 HPs 中观察到的 AAs 变化可能是由于非酒精性脂肪肝和 IR 的影响。
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引用次数: 0
The reverse transsulfuration pathway affects the colonic microbiota and contributes to colitis in mice 反向转硫化途径影响小鼠结肠微生物群并导致结肠炎
IF 3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-19 DOI: 10.1007/s00726-024-03423-4
Alain P. Gobert, Yvonne L. Latour, Kara M. McNamara, Caroline V. Hawkins, Kamery J. Williams, Mohammad Asim, Daniel P. Barry, Margaret M. Allaman, Alberto G. Delgado, Ginger L. Milne, Shilin Zhao, M. Blanca Piazuelo, M. Kay Washington, Lori A. Coburn, Keith T. Wilson

Cystathionine γ-lyase (CTH) is a critical enzyme in the reverse transsulfuration pathway, the major route for the metabolism of sulfur-containing amino acids, notably converting cystathionine to cysteine. We reported that CTH supports gastritis induced by the pathogen Helicobacter pylori. Herein our aim was to investigate the role of CTH in colonic inflammation. First, we found that CTH is induced in the colon mucosa in mice with dextran sulfate sodium-induced colitis. Expression of CTH was completely absent in the colon of Cth–/– mice. We observed that clinical and histological parameters are ameliorated in Cth-deficient mice compared to wild-type animals. However, Cth deletion had no effect on tumorigenesis and the level of dysplasia in mice treated with azoxymethane-DSS, as a reliable model of colitis-associated carcinogenesis. Mechanistically, we determined that the deletion of the gene Slc7a11 encoding for solute carrier family 7 member 11, the transporter of the anionic form of cysteine, does not affect DSS colitis. Lastly, we found that the richness and diversity of the fecal microbiota were significantly increased in Cth–/– mice compared to both WT and Slc7a11–/– mice. In conclusion, our data suggest that the enzyme CTH represents a target for clinical intervention in patients with inflammatory bowel disease, potentially by beneficially reshaping the composition of the gut microbiota.

胱硫醚γ-裂解酶(CTH)是反向转硫化途径中的一种关键酶,该途径是含硫氨基酸代谢的主要途径,主要是将胱硫醚转化为半胱氨酸。我们曾报道,CTH 支持幽门螺旋杆菌病原体诱发的胃炎。在此,我们的目的是研究 CTH 在结肠炎症中的作用。首先,我们发现 CTH 在葡聚糖硫酸钠诱导的结肠炎小鼠的结肠粘膜中被诱导。Cth-/- 小鼠的结肠中完全没有 CTH 的表达。我们观察到,与野生型小鼠相比,Cth 缺失型小鼠的临床和组织学指标均有所改善。然而,作为结肠炎相关癌变的可靠模型,Cth 缺失对使用偶氮甲烷-DSS 治疗的小鼠的肿瘤发生和发育不良程度没有影响。从机理上讲,我们确定删除编码溶质运载家族 7 成员 11(半胱氨酸阴离子形式的转运体)的 Slc7a11 基因不会影响 DSS 结肠炎。最后,我们发现与 WT 小鼠和 Slc7a11-/ 小鼠相比,Cth-/- 小鼠粪便微生物群的丰富度和多样性显著增加。总之,我们的数据表明,CTH 酶是临床干预炎症性肠病患者的一个靶点,它有可能通过有益地重塑肠道微生物群的组成而发挥作用。
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引用次数: 0
Structure-activity relationship of amino acid analogs to probe the binding pocket of sodium-coupled neutral amino acid transporter SNAT2 探究钠偶联中性氨基酸转运体 SNAT2 结合袋的氨基酸类似物的结构-活性关系
IF 3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-19 DOI: 10.1007/s00726-024-03424-3
Sebastian Jakobsen, Maria Pedersen, Carsten Uhd Nielsen

The sodium-coupled neutral amino acid transporter SNAT2 (SLC38A2) has been shown to have important physiological functions and is implicated in various diseases like cancer. However, few compounds targeting this transporter have been identified and little is known about the structural requirements for SNAT2 binding. In this study, the aim was to establish the basic structure-activity relationship for SNAT2 using amino acid analogs. These analogs were first studied for their ability to inhibit SNAT2-mediated 3H-glycine uptake in hyperosmotically treated PC-3 cells. Then to identify substrates a FLIPR membrane potential assay and o-phthalaldehyde derivatization of intracellular amino with subsequent quantification using HPLC-Fl was used. The results showed that ester derivatives of the C-terminus maintained SNAT2 affinity, suggesting that the negative charge was less important. On the other hand, the positive charge at the N-terminus of the substrate and the ability to donate at least two hydrogen bonds to the binding site appeared important for SNAT2 recognition of the amine. Side chain charged amino acids generally had no affinity for SNAT2, but their non-charged derivatives were able to inhibit SNAT2-mediated 3H-glycine uptake, while also showing that amino acids of a notable length still had affinity for SNAT2. Several amino acid analogs appeared to be novel substrates of SNAT2, while γ-benzyl L-glutamate seemed to be inefficiently translocated by SNAT2. Elaborating on this structure could lead to the discovery of non-translocated inhibitors of SNAT2. Thus, the present study provides valuable insights into the basic structural binding requirements for SNAT2 and can aid the future discovery of compounds that target SNAT2.

钠偶联中性氨基酸转运体 SNAT2(SLC38A2)已被证明具有重要的生理功能,并与癌症等多种疾病有关。然而,针对这种转运体的化合物很少被发现,人们对 SNAT2 结合的结构要求也知之甚少。本研究旨在利用氨基酸类似物建立 SNAT2 的基本结构-活性关系。首先研究了这些类似物在高渗处理的 PC-3 细胞中抑制 SNAT2 介导的 3H 甘氨酸摄取的能力。然后使用 FLIPR 膜电位测定法和邻苯二甲醛衍生化细胞内氨基,随后使用 HPLC-Fl 进行定量,以确定底物。结果表明,C 端的酯类衍生物能保持 SNAT2 的亲和力,这表明负电荷并不那么重要。另一方面,底物 N 端的正电荷以及能向结合位点提供至少两个氢键的能力对于 SNAT2 识别胺似乎很重要。带侧链电荷的氨基酸一般对 SNAT2 没有亲和力,但其不带电荷的衍生物能够抑制 SNAT2 介导的 3H 甘氨酸摄取,同时也表明长度相当的氨基酸对 SNAT2 仍有亲和力。几种氨基酸类似物似乎是 SNAT2 的新型底物,而 γ-苄基 L-谷氨酸似乎不能被 SNAT2 有效转运。对这一结构的深入研究可能有助于发现 SNAT2 的非转运抑制剂。因此,本研究为了解 SNAT2 的基本结构结合要求提供了有价值的见解,有助于今后发现靶向 SNAT2 的化合物。
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引用次数: 0
LLM4THP: a computing tool to identify tumor homing peptides by molecular and sequence representation of large language model based on two-layer ensemble model strategy LLM4THP:基于双层集合模型策略,通过大语言模型的分子和序列表示识别肿瘤归巢肽的计算工具
IF 3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-15 DOI: 10.1007/s00726-024-03422-5
Sen Yang, Piao Xu

Tumor homing peptides (THPs) have a distinctive capacity to specifically attach to tumor cells, providing a promising approach for targeted cancer treatment and detection. Although THPs have the potential for significant impact, their detection by conventional methods is both time-consuming and expensive. To tackle this issue, we provide LLM4THP, an innovative computational approach that utilizes large language models (LLMs) to quickly and effectively detect THPs. LLM4THP utilizes two protein LLMs, ESM2 and Prot_T5_XL_UniRef50, to encode peptide sequences. This allows for the capture of complex patterns and relationships within the peptide data. In addition, we utilize inherent sequence characteristics such as Amino Acid Composition (AAC), Pseudo Amino Acid Composition (PAAC), Amphiphilic Pseudo Amino Acid Composition (APAAC), and Composition, Transition, and Distribution (CTD) to improve the representation of peptides. The RDKitDescriptors feature representation approach transforms peptide sequences into molecular objects and computes chemical characteristics, resulting in enhanced THP identification. The LLM4THP ensemble strategy incorporates various features into a two-layer learning architecture. The first layer consists of LightGBM, XGBoost, Random Forest, and Extremely Randomized Trees, which generate a set of meta results. The second layer utilizes Logistic Regression to further refine the identification of sequences as either THP or non-THP. LLM4THP exhibits exceptional performance compared to the most advanced methods, showcasing enhancements in accuracy, Matthew’s correlation coefficient, F1 score, area under the curve, and average precision. The source code and dataset can be accessed at the following URL: https://github.com/abcair/LLM4THP.

肿瘤归巢肽(THPs)具有特异性附着于肿瘤细胞的独特能力,为癌症靶向治疗和检测提供了一种前景广阔的方法。尽管肿瘤归巢肽有可能产生重大影响,但用传统方法检测肿瘤归巢肽既费时又昂贵。为了解决这个问题,我们提供了一种创新的计算方法 LLM4THP,它利用大型语言模型 (LLM) 快速有效地检测 THPs。LLM4THP 利用两个蛋白质 LLM(ESM2 和 Prot_T5_XL_UniRef50)来编码肽序列。这样就能捕捉到肽数据中的复杂模式和关系。此外,我们还利用氨基酸组成(AAC)、伪氨基酸组成(PAAC)、两亲性伪氨基酸组成(APAAC)以及组成、过渡和分布(CTD)等固有序列特征来改进肽的表示。RDKitDescriptors 特征表示方法将肽序列转换为分子对象并计算化学特征,从而增强了 THP 识别能力。LLM4THP 组合策略将各种特征纳入双层学习架构。第一层由 LightGBM、XGBoost、Random Forest 和 Extremely Randomized Trees 组成,可生成一组元结果。第二层利用逻辑回归进一步完善序列的 THP 或非 THP 识别。与最先进的方法相比,LLM4THP 表现出卓越的性能,在准确率、马太相关系数、F1 分数、曲线下面积和平均精确度方面都有提高。源代码和数据集可通过以下网址访问:https://github.com/abcair/LLM4THP。
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引用次数: 0
Kinetic analysis of D-Alanine upon oral intake in humans 人体口服 D-丙氨酸的动力学分析
IF 3 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-10-14 DOI: 10.1007/s00726-024-03421-6
Tomonori Kimura, Shinsuke Sakai, Masaru Horio, Shiro Takahara, Shoto Ishigo, Maiko Nakane, Eiichi Negishi, Hiroshi Imoto, Masashi Mita, Kenji Hamase, Yoko Higa-Maekawa, Yoichi Kakuta, Masayuki Mizui, Yoshitaka Isaka

D-Alanine, a rare enantiomer of alanine, can potentially alleviate the worsening of viral infections and maintain circadian rhythm. This study aimed to analyze the kinetics of D-Alanine upon oral intake. Five healthy volunteers were administered D-Alanine as a single oral dose at 11,236 or 33,708 µmoL (1–3 g). Upon intake of the lower dose, the plasma level of D-Alanine reached its peak concentration of 588.4 ± 40.9 µM with a peak time of 0.60 ± 0.06 h. The compartment model estimated the clearance of D-Alanine at 12.5 ± 0.3 L/h, or 208 ± 5 mL/min, distribution volume of 8.3 ± 0.7 L and half-life of 0.46 ± 0.04 h, suggesting a rapid clearance of D-Alanine. The peak concentration and area under the curve increased proportionally upon intake of the higher dose, while the clearance, distribution volume and half-life did not. The urinary ratio of D-Alanine per sum of D- and L-Alanine reached its peak of nearly 100%, followed by a slow decline. The peak time of the urinary ratio was 1.15 ± 0.15 h, showing a time lag of blood to urine excretion. Fractional excretion, a ratio of the clearance of a substance per a standard molecule in kidney, of D-Alanine increased from 14.0 ± 5.8% to 64.5 ± 10.3%; the latter corresponded to the urinary clearance of D-Alanine as about 77 mL/min for an adult, with a peak time of 1.90 ± 0.56 h. D-Alanine was quickly absorbed and appeared in blood, followed by urinary excretion. This kinetic analysis increases our fundamental knowledge of the oral intake of D-Alanine for the chronic dosing.

Trial number: #UMIN000050865.

Date of registration: 2023/6/30.

D-丙氨酸是一种罕见的丙氨酸对映体,有可能缓解病毒感染的恶化并维持昼夜节律。本研究旨在分析口服 D-丙氨酸的动力学。五名健康志愿者单次口服 11,236 或 33,708 µmoL(1-3 克)剂量的 D-丙氨酸。根据区室模型估计,D-丙氨酸的清除率为 12.5 ± 0.3 L/h,即 208 ± 5 mL/min,分布容积为 8.3 ± 0.7 L,半衰期为 0.46 ± 0.04 h,这表明 D-丙氨酸的清除速度很快。摄入较高剂量时,峰值浓度和曲线下面积成比例增加,而清除率、分布容积和半衰期则没有增加。尿液中 D-丙氨酸与 D-和 L-丙氨酸总和的比率达到近 100%的峰值,随后缓慢下降。尿液比率的峰值时间为 1.15 ± 0.15 小时,这表明血液排泄与尿液排泄之间存在时间差。D-丙氨酸的分排泄率(一种物质在肾脏中每标准分子的清除率)从 14.0 ± 5.8% 增加到 64.5 ± 10.3%;后者相当于成人尿液中 D-丙氨酸的清除率约为 77 mL/min,峰值时间为 1.90 ± 0.56 h。这一动力学分析增加了我们对长期口服 D-丙氨酸的基本了解。 试验编号:#umin000050865:#umin000050865. 注册日期:2023/6/30。
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引用次数: 0
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