Journal of Biomolecular NMR最新文献

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Transverse relaxation optimized spectroscopy of NH2 groups in glutamine and asparagine side chains of proteins 蛋白质谷氨酰胺和天冬酰胺侧链中 NH2 基团的横向弛豫优化光谱。
IF 1.3 3区 生物学
Journal of Biomolecular NMR Pub Date : 2024-07-31 DOI: 10.1007/s10858-024-00445-8
Vitali Tugarinov, Francesco Torricella, Jinfa Ying, G. Marius Clore
{"title":"Transverse relaxation optimized spectroscopy of NH2 groups in glutamine and asparagine side chains of proteins","authors":"Vitali Tugarinov,&nbsp;Francesco Torricella,&nbsp;Jinfa Ying,&nbsp;G. Marius Clore","doi":"10.1007/s10858-024-00445-8","DOIUrl":"10.1007/s10858-024-00445-8","url":null,"abstract":"<div><p>A transverse relaxation optimized spectroscopy (TROSY) approach is described for the optimal detection of NH<sub>2</sub> groups in asparagine and glutamine side chains of proteins. Specifically, we have developed NMR experiments for isolating the slow-relaxing <sup>15</sup>N and <sup>1</sup>H components of NH<sub>2</sub> multiplets. Although even modest sensitivity gains in 2D NH<sub>2</sub>-TROSY correlation maps compared to their decoupled NH<sub>2</sub>–HSQC counterparts can be achieved only occasionally, substantial improvements in resolution of the NMR spectra are demonstrated for asparagine and glutamine NH<sub>2</sub> sites of a buried cavity mutant, L99A, of T4 lysozyme at 5 ºC. The NH<sub>2</sub>-TROSY approach is applied to CPMG relaxation dispersion measurements at the side chain NH<sub>2</sub> positions of the L99A T4 lysozyme mutant — a model system for studies of the role of protein dynamics in ligand binding.</p></div>","PeriodicalId":613,"journal":{"name":"Journal of Biomolecular NMR","volume":"78 4","pages":"199 - 213"},"PeriodicalIF":1.3,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10858-024-00445-8.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141854475","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Micromolar fluoride contamination arising from glass NMR tubes and a simple solution for biomolecular applications 玻璃 NMR 管产生的微摩尔氟污染以及生物分子应用的简单解决方案
IF 1.3 3区 生物学
Journal of Biomolecular NMR Pub Date : 2024-07-27 DOI: 10.1007/s10858-024-00442-x
Khushboo Matwani, Jasmine Cornish, Erika Alden DeBenedictis, Gabriella T. Heller
{"title":"Micromolar fluoride contamination arising from glass NMR tubes and a simple solution for biomolecular applications","authors":"Khushboo Matwani,&nbsp;Jasmine Cornish,&nbsp;Erika Alden DeBenedictis,&nbsp;Gabriella T. Heller","doi":"10.1007/s10858-024-00442-x","DOIUrl":"10.1007/s10858-024-00442-x","url":null,"abstract":"<div><p>Fluorine (<sup>19</sup>F) NMR is emerging as an invaluable analytical technique in chemistry, biochemistry, structural biology, material science, drug discovery, and medicine, especially due to the inherent rarity of naturally occurring fluorine in biological, organic, and inorganic compounds. Here, we revisit the under-reported problem of fluoride leaching from new and unused glass NMR tubes. We characterised the leaching of free fluoride from various types of new and unused glass NMR tubes over the course of several hours and quantify this contaminant to be at micromolar concentrations for typical NMR sample volumes across multiple glass types and brands. We find that this artefact is undetectable for samples prepared in quartz NMR tubes within the timeframes of our experiments. We also observed that pre-soaking new glass NMR tubes combined with rinsing removes this contamination below micromolar levels. Given the increasing popularity of <sup>19</sup>F NMR across a wide range of fields, increasing popularity of single-use screening tubes, the long collection times required for relaxation studies and samples of low concentrations, and the importance of avoiding contamination in all NMR experiments, we anticipate that our simple solution will be useful to biomolecular NMR spectroscopists.</p></div>","PeriodicalId":613,"journal":{"name":"Journal of Biomolecular NMR","volume":"78 3","pages":"161 - 167"},"PeriodicalIF":1.3,"publicationDate":"2024-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10858-024-00442-x.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141776891","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantitative analysis of the slow exchange process by 19F NMR in the presence of scalar and dipolar couplings: applications to the ribose 2′-19F probe in nucleic acids 在标量和偶极耦合作用下通过 19F NMR 对缓慢交换过程进行定量分析:核酸中核糖 2'-19F 探针的应用。
IF 1.3 3区 生物学
Journal of Biomolecular NMR Pub Date : 2024-06-25 DOI: 10.1007/s10858-024-00446-7
Yuki Toyama, Ichio Shimada
{"title":"Quantitative analysis of the slow exchange process by 19F NMR in the presence of scalar and dipolar couplings: applications to the ribose 2′-19F probe in nucleic acids","authors":"Yuki Toyama,&nbsp;Ichio Shimada","doi":"10.1007/s10858-024-00446-7","DOIUrl":"10.1007/s10858-024-00446-7","url":null,"abstract":"<div><p>Solution NMR spectroscopy is a particularly powerful technique for characterizing the functional dynamics of biomolecules, which is typically achieved through the quantitative characterization of chemical exchange processes via the measurement of spin relaxation rates. In addition to the conventional nuclei such as <sup>15</sup>N and <sup>13</sup>C, which are abundant in biomolecules, fluorine-19 (<sup>19</sup>F) has recently garnered attention and is being widely used as a site-specific spin probe. While <sup>19</sup>F offers the advantages of high sensitivity and low background, it can be susceptible to artifacts in quantitative relaxation analyses due to a multitude of dipolar and scalar coupling interactions with nearby <sup>1</sup>H spins. In this study, we focused on the ribose 2′-<sup>19</sup>F spin probe in nucleic acids and investigated the effects of <sup>1</sup>H-<sup>19</sup>F spin interactions on the quantitative characterization of slow exchange processes on the millisecond time scale. We demonstrated that the <sup>1</sup>H-<sup>19</sup>F dipolar coupling can significantly affect the interpretation of <sup>19</sup>F chemical exchange saturation transfer (CEST) experiments when <sup>1</sup>H decoupling is applied, while the <sup>1</sup>H-<sup>19</sup>F interactions have a lesser impact on Carr-Purcell-Meiboom-Gill relaxation dispersion applications. We also proposed a modified CEST scheme to alleviate these artifacts along with experimental verifications on self-complementary RNA systems. The theoretical framework presented in this study can be widely applied to various <sup>19</sup>F spin systems where <sup>1</sup>H-<sup>19</sup>F interactions are operative, further expanding the utility of <sup>19</sup>F relaxation-based NMR experiments.</p></div>","PeriodicalId":613,"journal":{"name":"Journal of Biomolecular NMR","volume":"78 4","pages":"215 - 235"},"PeriodicalIF":1.3,"publicationDate":"2024-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141449249","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sedimentation of large, soluble proteins up to 140 kDa for 1H-detected MAS NMR and 13C DNP NMR – practical aspects 为 1H 检测 MAS NMR 和 13C DNP NMR 沉淀高达 140 kDa 的大型可溶性蛋白质--实用方面。
IF 1.3 3区 生物学
Journal of Biomolecular NMR Pub Date : 2024-06-21 DOI: 10.1007/s10858-024-00444-9
Dallas Bell, Florian Lindemann, Lisa Gerland, Hanna Aucharova, Alexander Klein, Daniel Friedrich, Matthias Hiller, Kristof Grohe, Tobias Meier, Barth van Rossum, Anne Diehl, Jon Hughes, Leonard J. Mueller, Rasmus Linser, Anne-Frances Miller, Hartmut Oschkinat
{"title":"Sedimentation of large, soluble proteins up to 140 kDa for 1H-detected MAS NMR and 13C DNP NMR – practical aspects","authors":"Dallas Bell,&nbsp;Florian Lindemann,&nbsp;Lisa Gerland,&nbsp;Hanna Aucharova,&nbsp;Alexander Klein,&nbsp;Daniel Friedrich,&nbsp;Matthias Hiller,&nbsp;Kristof Grohe,&nbsp;Tobias Meier,&nbsp;Barth van Rossum,&nbsp;Anne Diehl,&nbsp;Jon Hughes,&nbsp;Leonard J. Mueller,&nbsp;Rasmus Linser,&nbsp;Anne-Frances Miller,&nbsp;Hartmut Oschkinat","doi":"10.1007/s10858-024-00444-9","DOIUrl":"10.1007/s10858-024-00444-9","url":null,"abstract":"<div><p>Solution NMR is typically applied to biological systems with molecular weights &lt; 40 kDa whereas magic-angle-spinning (MAS) solid-state NMR traditionally targets very large, oligomeric proteins and complexes exceeding 500 kDa in mass, including fibrils and crystalline protein preparations. Here, we propose that the gap between these size regimes can be filled by the approach presented that enables investigation of large, soluble and fully protonated proteins in the range of 40–140 kDa. As a key step, ultracentrifugation produces a highly concentrated, gel-like state, resembling a dense phase in spontaneous liquid-liquid phase separation (LLPS). By means of three examples, a <i>Sulfolobus acidocaldarius</i> bifurcating electron transfer flavoprotein (<i>Sa</i>ETF), tryptophan synthases from <i>Salmonella typhimurium</i> (<i>St</i>TS) and their dimeric β-subunits from <i>Pyrococcus furiosus</i> (<i>Pf</i>TrpB), we show that such samples yield well-resolved proton-detected 2D and 3D NMR spectra at 100 kHz MAS without heterogeneous broadening, similar to diluted liquids. Herein, we provide practical guidance on centrifugation conditions and tools, sample behavior, and line widths expected. We demonstrate that the observed chemical shifts correspond to those obtained from µM/low mM solutions or crystalline samples, indicating structural integrity. Nitrogen line widths as low as 20–30 Hz are observed. The presented approach is advantageous for proteins or nucleic acids that cannot be deuterated due to the expression system used, or where relevant protons cannot be re-incorporated after expression in deuterated medium, and it circumvents crystallization. Importantly, it allows the use of low-glycerol buffers in dynamic nuclear polarization (DNP) NMR of proteins as demonstrated with the cyanobacterial phytochrome Cph1.</p></div>","PeriodicalId":613,"journal":{"name":"Journal of Biomolecular NMR","volume":"78 3","pages":"179 - 192"},"PeriodicalIF":1.3,"publicationDate":"2024-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7616530/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141431015","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deuterium spin relaxation of fractionally deuterated ribonuclease H using paired 475 and 950 MHz NMR spectrometers 使用成对的 475 和 950 MHz NMR 光谱仪分析分馏氘化核糖核酸酶 H 的氘自旋弛豫。
IF 1.3 3区 生物学
Journal of Biomolecular NMR Pub Date : 2024-06-10 DOI: 10.1007/s10858-024-00443-w
Shibani Bhattacharya, Kristen M. Varney, Tassadite Dahmane, Bruce A. Johnson, David J. Weber, Arthur G. Palmer III
{"title":"Deuterium spin relaxation of fractionally deuterated ribonuclease H using paired 475 and 950 MHz NMR spectrometers","authors":"Shibani Bhattacharya,&nbsp;Kristen M. Varney,&nbsp;Tassadite Dahmane,&nbsp;Bruce A. Johnson,&nbsp;David J. Weber,&nbsp;Arthur G. Palmer III","doi":"10.1007/s10858-024-00443-w","DOIUrl":"10.1007/s10858-024-00443-w","url":null,"abstract":"<div><p>Deuterium (<sup>2</sup>H) spin relaxation of <sup>13</sup>CH<sub>2</sub>D methyl groups has been widely applied to investigate picosecond-to-nanosecond conformational dynamics in proteins by solution-state NMR spectroscopy. The <i>B</i><sub>0</sub> dependence of the <sup>2</sup>H spin relaxation rates is represented by a linear relationship between the spectral density function at three discrete frequencies <i>J</i>(0), <i>J</i>(<i>ω</i><sub>D</sub>) and <i>J</i>(2<i>ω</i><sub>D</sub>). In this study, the linear relation between <sup>2</sup>H relaxation rates at <i>B</i><sub>0</sub> fields separated by a factor of two and the interpolation of rates at intermediate frequencies are combined for a more robust approach for spectral density mapping. The general usefulness of the approach is demonstrated on a fractionally deuterated (55%) and alternate <sup>13</sup>C-<sup>12</sup>C labeled sample of <i>E. coli</i> RNase H. Deuterium relaxation rate constants (<i>R</i><sub>1</sub>, <i>R</i><sub>1<i>ρ</i></sub>, <i>R</i><sub><i>Q</i></sub>, <i>R</i><sub><i>AP</i></sub>) were measured for 57 well-resolved <sup>13</sup>CH<sub>2</sub>D moieties in RNase H at <sup>1</sup>H frequencies of 475 MHz, 500 MHz, 900 MHz, and 950 MHz. The spectral density mapping of the 475/950 MHz data combination was performed independently and jointly to validate the expected relationship between data recorded at <i>B</i><sub>0</sub> fields separated by a factor of two. The final analysis was performed by jointly analyzing 475/950 MHz rates with 700 MHz rates interpolated from 500/900 MHz data to yield six <i>J</i>(<i>ω</i><sub>D</sub>) values for each methyl peak. The <i>J</i>(<i>ω</i>) profile for each peak was fit to the original (<i>τ</i><sub><i>M</i></sub>, <i>S</i><sub><i>f</i></sub><sup>2</sup>, <i>τ</i><sub><i>f</i></sub>) or extended model-free function (<i>τ</i><sub><i>M</i></sub>, <i>S</i><sub><i>f</i></sub><sup>2</sup>, <i>S</i><sub><i>s</i></sub><sup>2</sup>, <i>τ</i><sub><i>f</i></sub>, <i>τ</i><sub><i>s</i></sub>) to obtain optimized dynamic parameters.</p></div>","PeriodicalId":613,"journal":{"name":"Journal of Biomolecular NMR","volume":"78 3","pages":"169 - 177"},"PeriodicalIF":1.3,"publicationDate":"2024-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141295374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Labeling of methyl groups: a streamlined protocol and guidance for the selection of 2H precursors based on molecular weight 甲基的标记:根据分子量选择 2H 前体的简化方案和指南。
IF 1.3 3区 生物学
Journal of Biomolecular NMR Pub Date : 2024-05-24 DOI: 10.1007/s10858-024-00441-y
Alexandra Locke, Kylee Guarino, Gordon S. Rule
{"title":"Labeling of methyl groups: a streamlined protocol and guidance for the selection of 2H precursors based on molecular weight","authors":"Alexandra Locke,&nbsp;Kylee Guarino,&nbsp;Gordon S. Rule","doi":"10.1007/s10858-024-00441-y","DOIUrl":"10.1007/s10858-024-00441-y","url":null,"abstract":"<div><p>A streamlined one-day protocol is described to produce isotopically methyl-labeled protein with high levels of deuterium for NMR studies. Using this protocol, the D<sub>2</sub>O and <sup>2</sup>H-glucose content of the media and protonation level of ILV labeling precursors (ketobutyrate and ketovalerate) were varied. The relaxation rate of the multiple-quantum (MQ) state that is present during the HMQC-TROSY pulse sequence was measured for different labeling schemes and this rate was used to predict upper limits of molecular weights for various labeling schemes. The use of deuterated solvents (D<sub>2</sub>O) or deuterated glucose is not required to obtain <sup>1</sup>H–<sup>13</sup>C correlated NMR spectra of a 50 kDa homodimeric protein that are suitable for assignment by mutagenesis. High quality spectra of 100–150 kDa proteins, suitable for most applications, can be obtained without the use of deuterated glucose. The proton on the β-position of ketovalerate appears to undergo partial exchange with deuterium under the growth conditions used in this study.</p></div>","PeriodicalId":613,"journal":{"name":"Journal of Biomolecular NMR","volume":"78 3","pages":"149 - 159"},"PeriodicalIF":1.3,"publicationDate":"2024-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10858-024-00441-y.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141086372","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fluorine-19 labeling of the tryptophan residues in the G protein-coupled receptor NK1R using the 5-fluoroindole precursor in Pichia pastoris expression 在 Pichia pastoris 表达中使用 5-氟吲哚前体对 G 蛋白偶联受体 NK1R 中的色氨酸残基进行氟-19 标记。
IF 1.3 3区 生物学
Journal of Biomolecular NMR Pub Date : 2024-03-30 DOI: 10.1007/s10858-024-00439-6
Benxun Pan, Canyong Guo, Dongsheng Liu, Kurt Wüthrich
{"title":"Fluorine-19 labeling of the tryptophan residues in the G protein-coupled receptor NK1R using the 5-fluoroindole precursor in Pichia pastoris expression","authors":"Benxun Pan,&nbsp;Canyong Guo,&nbsp;Dongsheng Liu,&nbsp;Kurt Wüthrich","doi":"10.1007/s10858-024-00439-6","DOIUrl":"10.1007/s10858-024-00439-6","url":null,"abstract":"<div><p>\u0000 In NMR spectroscopy of biomolecular systems, the use of fluorine-19 probes benefits from a clean background and high sensitivity. Therefore, <sup>19</sup>F-labeling procedures are of wide-spread interest. Here, we use 5-fluoroindole as a precursor for cost-effective residue-specific introduction of 5-fluorotryptophan (5F-Trp) into G protein-coupled receptors (GPCRs) expressed in <i>Pichia pastoris</i>. The method was successfully implemented with the neurokinin 1 receptor (NK1R). The <sup>19</sup>F-NMR spectra of 5F-Trp-labeled NK1R showed one well-separated high field-shifted resonance, which was assigned by mutational studies to the “toggle switch tryptophan”. Residue-selective labeling thus enables site-specific investigations of this functionally important residue. The method described here is inexpensive, requires minimal genetic manipulation and can be expected to be applicable for yeast expression of GPCRs at large.</p></div>","PeriodicalId":613,"journal":{"name":"Journal of Biomolecular NMR","volume":"78 3","pages":"133 - 138"},"PeriodicalIF":1.3,"publicationDate":"2024-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140329463","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enabling site-specific NMR investigations of therapeutic Fab using a cell-free based isotopic labeling approach: application to anti-LAMP1 Fab 利用无细胞同位素标记法对治疗 Fab 进行特定位点 NMR 研究:应用于抗 LAMP1 Fab
IF 1.3 3区 生物学
Journal of Biomolecular NMR Pub Date : 2024-03-28 DOI: 10.1007/s10858-023-00433-4
Arthur Giraud, Lionel Imbert, Adrien Favier, Faustine Henot, Francis Duffieux, Camille Samson, Oriane Frances, Elodie Crublet, Jérôme Boisbouvier
{"title":"Enabling site-specific NMR investigations of therapeutic Fab using a cell-free based isotopic labeling approach: application to anti-LAMP1 Fab","authors":"Arthur Giraud,&nbsp;Lionel Imbert,&nbsp;Adrien Favier,&nbsp;Faustine Henot,&nbsp;Francis Duffieux,&nbsp;Camille Samson,&nbsp;Oriane Frances,&nbsp;Elodie Crublet,&nbsp;Jérôme Boisbouvier","doi":"10.1007/s10858-023-00433-4","DOIUrl":"10.1007/s10858-023-00433-4","url":null,"abstract":"<div><p>Monoclonal antibodies (mAbs) are biotherapeutics that have achieved outstanding success in treating many life-threatening and chronic diseases. The recognition of an antigen is mediated by the fragment antigen binding (Fab) regions composed by four different disulfide bridge-linked immunoglobulin domains. NMR is a powerful method to assess the integrity, the structure and interaction of Fabs, but site specific analysis has been so far hampered by the size of the Fabs and the lack of approaches to produce isotopically labeled samples. We proposed here an efficient in vitro method to produce [<sup>15</sup>N, <sup>13</sup>C, <sup>2</sup>H]-labeled Fabs enabling high resolution NMR investigations of these powerful therapeutics. As an open system, the cell-free expression mode enables fine-tuned control of the redox potential in presence of disulfide bond isomerase to enhance the formation of native disulfide bonds. Moreover, inhibition of transaminases in the S30 cell-free extract offers the opportunity to produce perdeuterated Fab samples directly in <sup>1</sup>H<sub>2</sub>O medium, without the need for a time-consuming and inefficient refolding process. This specific protocol was applied to produce an optimally labeled sample of a therapeutic Fab, enabling the sequential assignment of <sup>1</sup>H<sub>N</sub>, <sup>15</sup>N, <sup>13</sup>C′, <sup>13</sup>C<sub>α</sub>, <sup>13</sup>C<sub>β</sub> resonances of a full-length Fab. 90% of the backbone resonances of a Fab domain directed against the human LAMP1 glycoprotein were assigned successfully, opening new opportunities to study, at atomic resolution, Fabs’ higher order structures, dynamics and interactions, using solution-state NMR.</p></div>","PeriodicalId":613,"journal":{"name":"Journal of Biomolecular NMR","volume":"78 2","pages":"73 - 86"},"PeriodicalIF":1.3,"publicationDate":"2024-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140315702","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prediction of order parameters based on protein NMR structure ensemble and machine learning 基于蛋白质核磁共振结构集合和机器学习的阶次参数预测。
IF 1.3 3区 生物学
Journal of Biomolecular NMR Pub Date : 2024-03-26 DOI: 10.1007/s10858-024-00435-w
Qianqian Wang, Zhiwei Miao, Xiongjie Xiao, Xu Zhang, Daiwen Yang, Bin Jiang, Maili Liu
{"title":"Prediction of order parameters based on protein NMR structure ensemble and machine learning","authors":"Qianqian Wang,&nbsp;Zhiwei Miao,&nbsp;Xiongjie Xiao,&nbsp;Xu Zhang,&nbsp;Daiwen Yang,&nbsp;Bin Jiang,&nbsp;Maili Liu","doi":"10.1007/s10858-024-00435-w","DOIUrl":"10.1007/s10858-024-00435-w","url":null,"abstract":"<div><p>The fast motions of proteins at the picosecond to nanosecond timescale, known as fast dynamics, are closely related to protein conformational entropy and rearrangement, which in turn affect catalysis, ligand binding and protein allosteric effects. The most used NMR approach to study fast protein dynamics is the model free method, which uses order parameter <i>S</i><sup>2</sup> to describe the amplitude of the internal motion of local group. However, to obtain order parameter through NMR experiments is quite complex and lengthy. In this paper, we present a machine learning approach for predicting backbone <sup>1</sup>H-<sup>15</sup>N order parameters based on protein NMR structure ensemble. A random forest model is used to learn the relationship between order parameters and structural features. Our method achieves high accuracy in predicting backbone <sup>1</sup>H-<sup>15</sup>N order parameters for a test dataset of 10 proteins, with a Pearson correlation coefficient of 0.817 and a root-mean-square error of 0.131.</p></div>","PeriodicalId":613,"journal":{"name":"Journal of Biomolecular NMR","volume":"78 2","pages":"87 - 94"},"PeriodicalIF":1.3,"publicationDate":"2024-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140292411","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
DNP-assisted solid-state NMR enables detection of proteins at nanomolar concentrations in fully protonated cellular milieu DNP 辅助固态 NMR 能够在完全质子化的细胞环境中检测纳摩尔浓度的蛋白质。
IF 1.3 3区 生物学
Journal of Biomolecular NMR Pub Date : 2024-03-23 DOI: 10.1007/s10858-024-00436-9
Whitney N. Costello, Yiling Xiao, Frederic Mentink-Vigier, Jaka Kragelj, Kendra K. Frederick
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