Chemistry methods : new approaches to solving problems in chemistry最新文献

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Cover Picture: Quantifying the Site Heterogeneities of Non-Uniform Catalysts Using QuantEXAFS (Chem. Methods 1/2025) 封面图:使用QuantEXAFS定量非均匀催化剂的位点异质性(化学)。方法1/2025)
IF 6.1
Chemistry methods : new approaches to solving problems in chemistry Pub Date : 2025-01-10 DOI: 10.1002/cmtd.202580101
Rachita Rana, Jiyun Hong, Adam S. Hoffman, Baraa Werghi, Simon R. Bare, Ambarish R. Kulkarni
{"title":"Cover Picture: Quantifying the Site Heterogeneities of Non-Uniform Catalysts Using QuantEXAFS (Chem. Methods 1/2025)","authors":"Rachita Rana,&nbsp;Jiyun Hong,&nbsp;Adam S. Hoffman,&nbsp;Baraa Werghi,&nbsp;Simon R. Bare,&nbsp;Ambarish R. Kulkarni","doi":"10.1002/cmtd.202580101","DOIUrl":"https://doi.org/10.1002/cmtd.202580101","url":null,"abstract":"<p><b>The Front Cover</b> illustrates the investigation of a supported metal catalyst containing both single atoms and nanoparticles using X-ray absorption spectroscopy (XAS). The MS-QuantEXAFS method, integrating density functional theory with XAS analysis, enables quantification of the two species. For more details, see the Research Article by Rachita Rana, Simon R. Bare, Ambarish R. Kulkarni, and co-workers (DOI: 10.1002/cmtd.202400020).\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure>\u0000 </p>","PeriodicalId":72562,"journal":{"name":"Chemistry methods : new approaches to solving problems in chemistry","volume":"5 1","pages":""},"PeriodicalIF":6.1,"publicationDate":"2025-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cmtd.202580101","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143114070","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Albumin Folding Changes Affect the Microfluidic Interfacial Broadening Revealed by Surface Plasmon Resonance 白蛋白折叠变化影响表面等离子体共振显示的微流体界面展宽
IF 6.1
Chemistry methods : new approaches to solving problems in chemistry Pub Date : 2025-01-09 DOI: 10.1002/cmtd.202400034
Damiano Calcagno, Maria Luisa Perina, Alessia Distefano, Mariacristina Parravano, Antonino Licciardello, Nunzio Tuccitto, Giuseppe Grasso
{"title":"Albumin Folding Changes Affect the Microfluidic Interfacial Broadening Revealed by Surface Plasmon Resonance","authors":"Damiano Calcagno,&nbsp;Maria Luisa Perina,&nbsp;Alessia Distefano,&nbsp;Mariacristina Parravano,&nbsp;Antonino Licciardello,&nbsp;Nunzio Tuccitto,&nbsp;Giuseppe Grasso","doi":"10.1002/cmtd.202400034","DOIUrl":"https://doi.org/10.1002/cmtd.202400034","url":null,"abstract":"<p>Understanding the conformation and diffusion behavior of proteins in biological fluids is crucial for advancements in conformational disease research. While several experimental techniques are available for probing protein conformations, they often come with limitations, such as the need for fluorophores or specific experimental conditions. Albumin, one of the most abundant proteins in the blood and used as a tear supplement in treating ocular surface disorders, plays a vital role as a transport protein, binding various ligands and facilitating their transport. However, the direct relationship between albumin conformation and diffusion coefficient (<i>D</i>) in water solutions remains unexplored. In this study, we describe a novel Surface Plasmon Resonance technique coupled with Stochastic Gillespie′s algorithm simulations to correlate albumin <i>D</i> values with its conformational states directly. Our findings demonstrate the feasibility of monitoring albumin conformational changes under different environmental conditions, as well as its degradation kinetics by trypsin, by analyzing its diffusion characteristics, presenting a promising avenue for advancing our understanding of conformational diseases.</p>","PeriodicalId":72562,"journal":{"name":"Chemistry methods : new approaches to solving problems in chemistry","volume":"5 3","pages":""},"PeriodicalIF":6.1,"publicationDate":"2025-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cmtd.202400034","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143581842","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Raman Study of Intermediates Formed During the Electrochemical N-Nitrosation of Secondary Amines 仲胺电化学n -亚硝化过程中中间体的拉曼研究
IF 6.1
Chemistry methods : new approaches to solving problems in chemistry Pub Date : 2025-01-05 DOI: 10.1002/cmtd.202400067
Scott Richardson, Dr. Rasool Babaahmadi, Dr. Lee E. Edwards, Rojan Ali, Prof. Dr. Rebecca L. Melen, Prof. Debdulal Roy, Prof. Dr. Thomas Wirth
{"title":"Raman Study of Intermediates Formed During the Electrochemical N-Nitrosation of Secondary Amines","authors":"Scott Richardson,&nbsp;Dr. Rasool Babaahmadi,&nbsp;Dr. Lee E. Edwards,&nbsp;Rojan Ali,&nbsp;Prof. Dr. Rebecca L. Melen,&nbsp;Prof. Debdulal Roy,&nbsp;Prof. Dr. Thomas Wirth","doi":"10.1002/cmtd.202400067","DOIUrl":"https://doi.org/10.1002/cmtd.202400067","url":null,"abstract":"<p>An <i>in situ</i> electrochemical Raman method is described to identify and validate the reaction pathway of amine nitrosations using density functional theory (DFT). In this reaction, sodium nitrite is used as an affordable and readily available nitrosating reagent, which also serves as an electrolyte in the reaction. This is a green approach towards nitrosations as it does not require the use of acids and other harsh or toxic solvents and chemicals. Intermediate species have been detected using Raman spectroscopy and are correlated with the calculated spectra expected in the reaction pathway to the <i>N</i>-nitrosamine products.</p>","PeriodicalId":72562,"journal":{"name":"Chemistry methods : new approaches to solving problems in chemistry","volume":"5 3","pages":""},"PeriodicalIF":6.1,"publicationDate":"2025-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cmtd.202400067","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143581533","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Automated One-Pot Library Synthesis with Aldehydes as Radical Precursors 以醛为前体的自动化一锅文库合成
IF 6.1
Chemistry methods : new approaches to solving problems in chemistry Pub Date : 2024-12-20 DOI: 10.1002/cmtd.202400029
Adrián Luguera Ruiz, Brenda Pijper, Maria Lourdes Linares, Santiago Cañellas, Stefano Protti, Maurizio Fagnoni, Jesús Alcázar
{"title":"Automated One-Pot Library Synthesis with Aldehydes as Radical Precursors","authors":"Adrián Luguera Ruiz,&nbsp;Brenda Pijper,&nbsp;Maria Lourdes Linares,&nbsp;Santiago Cañellas,&nbsp;Stefano Protti,&nbsp;Maurizio Fagnoni,&nbsp;Jesús Alcázar","doi":"10.1002/cmtd.202400029","DOIUrl":"https://doi.org/10.1002/cmtd.202400029","url":null,"abstract":"<p>The increased demand for the synthesis of Csp<sup>3</sup> enriched motifs and the urgency of discovering new drugs requires the development of more efficient technologies and synthetic tools to accelerate drug discovery processes. Herein, we report a fully automated strategy for the addition of Csp<sup>3</sup> enriched building blocks onto olefins via Giese addition to forge Csp<sup>3</sup>−Csp<sup>3</sup> bonds. The developed fully automated protocol allowed the <i>in-situ</i> conversion of aldehydes (non-redox-active species) to electroactive imidazolidines and their use as precursors of C-centered radicals under photoredox catalyzed conditions for the synthesis of building blocks and bioactive compound libraries by synthesizing sp<sup>3</sup>-enriched compounds.</p>","PeriodicalId":72562,"journal":{"name":"Chemistry methods : new approaches to solving problems in chemistry","volume":"5 2","pages":""},"PeriodicalIF":6.1,"publicationDate":"2024-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cmtd.202400029","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143380729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cover Picture: Analysis of Macromolecular Size Distributions in Concentrated Solutions (Chem. Methods 12/2024) 封面图:浓缩溶液中大分子尺寸分布的分析(化学)。方法12/2024)
IF 6.1
Chemistry methods : new approaches to solving problems in chemistry Pub Date : 2024-12-11 DOI: 10.1002/cmtd.202481201
Dr. Sumit K. Chaturvedi, Dr. Peter Schuck
{"title":"Cover Picture: Analysis of Macromolecular Size Distributions in Concentrated Solutions (Chem. Methods 12/2024)","authors":"Dr. Sumit K. Chaturvedi,&nbsp;Dr. Peter Schuck","doi":"10.1002/cmtd.202481201","DOIUrl":"https://doi.org/10.1002/cmtd.202481201","url":null,"abstract":"<p><b>The Front Cover</b> shows Wiener skewing in sedimentation velocity boundary of highly concentrated macromolecular solutions. The transient refractive index gradient produces an optical aberration that can be recognized by the displacement of the Rayleigh interference optical baseline features associated with the migrating refractive index gradient. The red lines represent two select baseline blips with best-fit translation and slope. Global analysis of the translation versus slope data reveals the magnitude of Wiener skewing, which then can be modeled in the sedimentation analysis. More information can be found in the Research Article by Sumit K. Chaturvedi and Peter Schuck (DOI: 10.1002/cmtd.202400035).\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure>\u0000 </p>","PeriodicalId":72562,"journal":{"name":"Chemistry methods : new approaches to solving problems in chemistry","volume":"4 12","pages":""},"PeriodicalIF":6.1,"publicationDate":"2024-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cmtd.202481201","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142851357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Salt/Co-Crystal Discrimination Made Easy by 17O Solid-State NMR 17O固体核磁共振使盐/共晶判别变得容易
IF 6.1
Chemistry methods : new approaches to solving problems in chemistry Pub Date : 2024-12-10 DOI: 10.1002/cmtd.202400022
Ioana-Georgeta Grosu, Dinu Iuga, Ben P. Tatman, Maria O. Miclaus, Steven P. Brown, Claudiu Filip
{"title":"Salt/Co-Crystal Discrimination Made Easy by 17O Solid-State NMR","authors":"Ioana-Georgeta Grosu,&nbsp;Dinu Iuga,&nbsp;Ben P. Tatman,&nbsp;Maria O. Miclaus,&nbsp;Steven P. Brown,&nbsp;Claudiu Filip","doi":"10.1002/cmtd.202400022","DOIUrl":"https://doi.org/10.1002/cmtd.202400022","url":null,"abstract":"<p>A <sup>17</sup>O solid-state NMR method for salt/co-crystal discrimination in binary compounds of carboxylic acids is presented. The method incorporates a quick and relatively inexpensive labelling protocol for mechanochemical <sup>17</sup>O enrichment of the carboxyl oxygen positions, as previously described by Metro et al. Angew. Chem. 2017, 56, 6803, followed by a visual interpretation of the recorded <sup>17</sup>O solid-state magic-angle spinning (MAS) NMR spectra in terms of the nature of the enriched oxygen sites in the prepared binary compound. Care must be taken where variable-temperature changes in the <sup>17</sup>O MAS spectra are observed. Nevertheless, we observe that, at low temperatures, the averaging effect of chemical exchange of the carboxyl/carboxylate moieties can be avoided and two well separated <sup>17</sup>O lines are obtained for a carboxylic acid, whereas the almost equivalent carboxylate oxygen sites give rise to a single NMR signal. The method is illustrated in two cases, one in which salts can be identified also from their <sup>1</sup>H solid-state NMR spectra by the absence of high ppm resonances due to hydrogen bonding, and another one, the more general case of organic crystals with multiple hydrogen bonding, where only <sup>17</sup>O solid-state NMR spectra can be employed for salt/co-crystal discrimination. A quantitative analysis of <sup>17</sup>O solid-state NMR spectral parameters can provide useful information in structural studies by NMR crystallography approaches.</p>","PeriodicalId":72562,"journal":{"name":"Chemistry methods : new approaches to solving problems in chemistry","volume":"5 2","pages":""},"PeriodicalIF":6.1,"publicationDate":"2024-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cmtd.202400022","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143380422","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantifying the Site Heterogeneities of Non-Uniform Catalysts Using QuantEXAFS 使用QuantEXAFS定量非均匀催化剂的位点非均质性
IF 6.1
Chemistry methods : new approaches to solving problems in chemistry Pub Date : 2024-11-21 DOI: 10.1002/cmtd.202400020
Rachita Rana, Jiyun Hong, Adam S. Hoffman, Baraa Werghi, Simon R. Bare, Ambarish R. Kulkarni
{"title":"Quantifying the Site Heterogeneities of Non-Uniform Catalysts Using QuantEXAFS","authors":"Rachita Rana,&nbsp;Jiyun Hong,&nbsp;Adam S. Hoffman,&nbsp;Baraa Werghi,&nbsp;Simon R. Bare,&nbsp;Ambarish R. Kulkarni","doi":"10.1002/cmtd.202400020","DOIUrl":"https://doi.org/10.1002/cmtd.202400020","url":null,"abstract":"<p>We present the Multi-site (MS) QuantEXAFS approach, designed to model the EXAFS data from samples containing an element in different local bonding geometries. Building upon our QuantEXAFS method, which maps experimental extended X-ray absorption fine structures (EXAFS) data to DFT-optimized structures, MS-QuantEXAFS introduces the key capability to probe fractional contributions of multiple sites that may be present in an experimental sample. Specifically, we demonstrate effectiveness of this technique by investigating mixed samples containing known fractions of site-isolated subsurface Pt/MgO with Pt nanoparticles uniformly supported on MgO. The ‘site-fractions’ obtained through MS-QuantEXAFS closely match (i. e., ±6%) the known fractions of the physically mixed samples. This approach has been generalized to other oxides, and thus represents an important advance in quantifying the speciation of non-uniform catalyst samples.</p>","PeriodicalId":72562,"journal":{"name":"Chemistry methods : new approaches to solving problems in chemistry","volume":"5 1","pages":""},"PeriodicalIF":6.1,"publicationDate":"2024-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cmtd.202400020","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143118071","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ChemPrice, a Python Package for Automated Chemical Price Search ChemPrice,一个用于自动化工价格搜索的Python包
IF 6.1
Chemistry methods : new approaches to solving problems in chemistry Pub Date : 2024-11-19 DOI: 10.1002/cmtd.202400005
Dr. Murat Cihan Sorkun, Baptiste Saliou, Dr. Süleyman Er
{"title":"ChemPrice, a Python Package for Automated Chemical Price Search","authors":"Dr. Murat Cihan Sorkun,&nbsp;Baptiste Saliou,&nbsp;Dr. Süleyman Er","doi":"10.1002/cmtd.202400005","DOIUrl":"https://doi.org/10.1002/cmtd.202400005","url":null,"abstract":"<p>The open-access movement in chemistry has led to a surge in publicly accessible data repositories such as PubChem and ChemSpider, housing more than 100 million chemical compounds. These repositories are invaluable for large-scale virtual screening but lack crucial pricing information, a vital economic aspect influencing commercial decisions. Currently, these databases merely provide hyperlinks to vendor websites for pricing details, necessitating manual exploration due to the diverse structures of vendor websites, making automated data extraction impractical. To tackle this challenge, we introduce ChemPrice, a Python package that streamlines the collection of pricing data through the integration of ChemSpace, Mcule, and Molport platforms that provide up-to-date price information from over 100 suppliers. ChemPrice standardizes pricing units, offering consolidated and best-pricing information for specified compounds. Its modular design facilitates integration into automated virtual screening workflows, and a user-friendly web interface caters to those with limited coding skills, enabling easy compound list uploading and pricing data retrieval. This innovation addresses the complexity of collecting compound prices and enables integration into the virtual screening code workflows, providing a valuable resource for a wide community of users seeking comprehensive and up-to-date pricing information to enhance their decision-making processes.</p>","PeriodicalId":72562,"journal":{"name":"Chemistry methods : new approaches to solving problems in chemistry","volume":"5 2","pages":""},"PeriodicalIF":6.1,"publicationDate":"2024-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cmtd.202400005","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143380911","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
In situ X-Ray Powder Diffraction Investigation on the Development of Zeolite-Templated Carbons in FAU Zeolite 关于 FAU 沸石中沸石模板碳发展的原位 X 射线粉末衍射研究
IF 6.1
Chemistry methods : new approaches to solving problems in chemistry Pub Date : 2024-11-15 DOI: 10.1002/cmtd.202400018
Dr. Thibaud Aumond, Dr. Martin Esteves, Dr. Cristian Mocuta, Dr. Isabelle Batonneau-Gener, Dr. Julien Haines, Dr. Ricardo Faccio, Dr. Alexander Sachse
{"title":"In situ X-Ray Powder Diffraction Investigation on the Development of Zeolite-Templated Carbons in FAU Zeolite","authors":"Dr. Thibaud Aumond,&nbsp;Dr. Martin Esteves,&nbsp;Dr. Cristian Mocuta,&nbsp;Dr. Isabelle Batonneau-Gener,&nbsp;Dr. Julien Haines,&nbsp;Dr. Ricardo Faccio,&nbsp;Dr. Alexander Sachse","doi":"10.1002/cmtd.202400018","DOIUrl":"https://doi.org/10.1002/cmtd.202400018","url":null,"abstract":"<p>A time resolved <i>in situ</i> X-ray powder diffraction study using synchrotron radiation allowed for describing the evolution of the zeolite <b>FAU</b> structure during the development of a zeolite-templated carbon (ZTC) in its porous voids. During the ZTC formation the intensity decrease of most zeolite reflections and the simultaneous rise in intensity of the 222 reflection (of null intensity in the pristine zeolite) was observed. Full pattern profile fitting by Rietveld refinement allowed for achieving a detailed description of the underlying chemistry, with coincident pore filling with carbon atoms in specific positions and framework distortion. Monitoring the intensity profiles of the 222 reflection allowed assessment of the energetics of the ZTC formation. Our results contribute to a better understanding of the phenomena involved on the atomic scale in ZTC synthesis.</p>","PeriodicalId":72562,"journal":{"name":"Chemistry methods : new approaches to solving problems in chemistry","volume":"4 12","pages":""},"PeriodicalIF":6.1,"publicationDate":"2024-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cmtd.202400018","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142861565","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Determination of Sugar Concentrations in Aqueous Solution Using Multivariate Predictions Based on 1H-NMR Spectroscopy 基于1H-NMR光谱的多变量预测测定水溶液中的糖浓度
IF 6.1
Chemistry methods : new approaches to solving problems in chemistry Pub Date : 2024-11-15 DOI: 10.1002/cmtd.202400004
MSc. Kristoffer Mega Herdlevær, MSc. Kasper Strandengen, Assoc. Prof. Dr. Camilla Løhre, Prof. Dr. Tanja Barth
{"title":"Determination of Sugar Concentrations in Aqueous Solution Using Multivariate Predictions Based on 1H-NMR Spectroscopy","authors":"MSc. Kristoffer Mega Herdlevær,&nbsp;MSc. Kasper Strandengen,&nbsp;Assoc. Prof. Dr. Camilla Løhre,&nbsp;Prof. Dr. Tanja Barth","doi":"10.1002/cmtd.202400004","DOIUrl":"https://doi.org/10.1002/cmtd.202400004","url":null,"abstract":"<p>Renewable chemicals from carbohydrate-rich wastes, like furfural and 5-hydroxymethylfurfural (HMF), are gaining prominence as alternatives to petroleum-based resources. Assessing the suitability of biomass as feedstock for furfural and HMF production requires knowledge of its composition. This study focuses on developing and validating predictive models for individual sugar concentrations in hydrolysates using quantitative 1H NMR data. Utilizing partial least square (PLS) regression, the dataset includes 137 NMR spectra of multi-component sugar standards (arabinose, fructose, galactose, glucose, mannose, maltose, sucrose, and xylose). The best-performing model achieved an R<sup>2</sup> of 0.987–0.999 and RMSECV of 0.37–1.56 mM and is based on the non-overlapping area of the NMR spectrum. Real-world samples were used for validation, resulting in predicted sugar concentrations with a mean standard deviation of 0.5 mM. This high accuracy and streamlined analysis process make these models practical for quantifying large sample sets, showcasing the reliability and accessibility of extracting statistical information from H-NMR data.</p>","PeriodicalId":72562,"journal":{"name":"Chemistry methods : new approaches to solving problems in chemistry","volume":"5 1","pages":""},"PeriodicalIF":6.1,"publicationDate":"2024-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cmtd.202400004","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143115170","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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