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Revealing the Chemical Composition of Birch Pollen Grains by Raman Spectroscopic Imaging
The investigation of the biochemical composition of pollen grains is of the utmost interest for several environmental aspects, such as their allergenic potential and their changes in growth conditions due to climatic factors. In order to fully understand the composition of pollen grains, not only is...
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Published in: | International journal of molecular sciences 2022-05, Vol.23 (9), p.5112 |
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description | The investigation of the biochemical composition of pollen grains is of the utmost interest for several environmental aspects, such as their allergenic potential and their changes in growth conditions due to climatic factors. In order to fully understand the composition of pollen grains, not only is an in-depth analysis of their molecular components necessary but also spatial information of, e.g., the thickness of the outer shell, should be recorded. However, there is a lack of studies using molecular imaging methods for a spatially resolved biochemical composition on a single-grain level. In this study, Raman spectroscopy was implemented as an analytical tool to investigate birch pollen by imaging single pollen grains and analyzing their spectral profiles. The imaging modality allowed us to reveal the layered structure of pollen grains based on the biochemical information of the recorded Raman spectra. Seven different birch pollen species collected at two different locations in Germany were investigated and compared. Using chemometric algorithms such as hierarchical cluster analysis and multiple-curve resolution, several components of the grain wall, such as sporopollenin, as well as the inner core presenting high starch concentrations, were identified and quantified. Differences in the concentrations of, e.g., sporopollenin, lipids and proteins in the pollen species at the two different collection sites were found, and are discussed in connection with germination and other growth processes. |
doi_str_mv | 10.3390/ijms23095112 |
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In order to fully understand the composition of pollen grains, not only is an in-depth analysis of their molecular components necessary but also spatial information of, e.g., the thickness of the outer shell, should be recorded. However, there is a lack of studies using molecular imaging methods for a spatially resolved biochemical composition on a single-grain level. In this study, Raman spectroscopy was implemented as an analytical tool to investigate birch pollen by imaging single pollen grains and analyzing their spectral profiles. The imaging modality allowed us to reveal the layered structure of pollen grains based on the biochemical information of the recorded Raman spectra. Seven different birch pollen species collected at two different locations in Germany were investigated and compared. Using chemometric algorithms such as hierarchical cluster analysis and multiple-curve resolution, several components of the grain wall, such as sporopollenin, as well as the inner core presenting high starch concentrations, were identified and quantified. Differences in the concentrations of, e.g., sporopollenin, lipids and proteins in the pollen species at the two different collection sites were found, and are discussed in connection with germination and other growth processes.</description><identifier>ISSN: 1422-0067</identifier><identifier>ISSN: 1661-6596</identifier><identifier>EISSN: 1422-0067</identifier><identifier>DOI: 10.3390/ijms23095112</identifier><identifier>PMID: 35563504</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Allergens - chemistry ; allergy ; Betula ; Biochemistry ; Carbohydrates ; Chemical composition ; Cluster analysis ; Flowers & plants ; Germany ; Germination ; Growth conditions ; Imaging ; Lipids ; multiple curve resolution ; Optical properties ; Pollen ; Pollen - chemistry ; Proteins ; Raman spectra ; Raman spectroscopy ; Spatial data ; Spectrum analysis ; Spectrum Analysis, Raman - methods ; sporopollenin ; vibrational spectroscopy</subject><ispartof>International journal of molecular sciences, 2022-05, Vol.23 (9), p.5112</ispartof><rights>2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). 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Using chemometric algorithms such as hierarchical cluster analysis and multiple-curve resolution, several components of the grain wall, such as sporopollenin, as well as the inner core presenting high starch concentrations, were identified and quantified. Differences in the concentrations of, e.g., sporopollenin, lipids and proteins in the pollen species at the two different collection sites were found, and are discussed in connection with germination and other growth processes.</description><subject>Allergens - chemistry</subject><subject>allergy</subject><subject>Betula</subject><subject>Biochemistry</subject><subject>Carbohydrates</subject><subject>Chemical composition</subject><subject>Cluster analysis</subject><subject>Flowers & plants</subject><subject>Germany</subject><subject>Germination</subject><subject>Growth conditions</subject><subject>Imaging</subject><subject>Lipids</subject><subject>multiple curve resolution</subject><subject>Optical properties</subject><subject>Pollen</subject><subject>Pollen - chemistry</subject><subject>Proteins</subject><subject>Raman spectra</subject><subject>Raman spectroscopy</subject><subject>Spatial data</subject><subject>Spectrum analysis</subject><subject>Spectrum Analysis, Raman - methods</subject><subject>sporopollenin</subject><subject>vibrational spectroscopy</subject><issn>1422-0067</issn><issn>1661-6596</issn><issn>1422-0067</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpdkd9rFDEQx4MotlbffJaALz54Ovm5mxdBD60HBaUq-Bayucldjt3NNtkr9L839Wq5-pQh8-HDzHwJecngnRAG3sfdULgAoxjjj8gpk5wvAHTz-Kg-Ic9K2QFwwZV5Sk6EUlookKfk9yVeo-vjuKHzFulyi0P0rqfLNEypxDmmkaZAP8Xst_R76nsc6Xl2cSy0u6GXbnAj_TGhn3MqPk3R09XgNlX3nDwJri_44u49I7--fP65_Lq4-Ha-Wn68WHjZtPMCgwxeN7INDDRoIxSq4DtQQbVdowP4RiPyVqFs13rtjRCady0HDsidQHFGVgfvOrmdnXIcXL6xyUX79yPljXV5jr5H6zXnKHhjeGglU9i1QbkGGNMdQ9np6vpwcE37bsC1x3HOrn8gfdgZ49Zu0rU1DJgEqII3d4KcrvZYZjvE4rHv3YhpXyzXum6ttVYVff0fukv7PNZT3VICNDPGVOrtgfL1viVjuB-Ggb2N3x7HX_FXxwvcw__yFn8A2qWqpg</recordid><startdate>20220504</startdate><enddate>20220504</enddate><creator>Stiebing, Clara</creator><creator>Post, Nele</creator><creator>Schindler, Claudia</creator><creator>Göhrig, Bianca</creator><creator>Lux, Harald</creator><creator>Popp, Jürgen</creator><creator>Heutelbeck, Astrid</creator><creator>Schie, Iwan W</creator><general>MDPI AG</general><general>MDPI</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>M2O</scope><scope>MBDVC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-4257-593X</orcidid><orcidid>https://orcid.org/0000-0002-2489-186X</orcidid></search><sort><creationdate>20220504</creationdate><title>Revealing the Chemical Composition of Birch Pollen Grains by Raman Spectroscopic Imaging</title><author>Stiebing, Clara ; 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Using chemometric algorithms such as hierarchical cluster analysis and multiple-curve resolution, several components of the grain wall, such as sporopollenin, as well as the inner core presenting high starch concentrations, were identified and quantified. Differences in the concentrations of, e.g., sporopollenin, lipids and proteins in the pollen species at the two different collection sites were found, and are discussed in connection with germination and other growth processes.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>35563504</pmid><doi>10.3390/ijms23095112</doi><orcidid>https://orcid.org/0000-0003-4257-593X</orcidid><orcidid>https://orcid.org/0000-0002-2489-186X</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Allergens - chemistry allergy Betula Biochemistry Carbohydrates Chemical composition Cluster analysis Flowers & plants Germany Germination Growth conditions Imaging Lipids multiple curve resolution Optical properties Pollen Pollen - chemistry Proteins Raman spectra Raman spectroscopy Spatial data Spectrum analysis Spectrum Analysis, Raman - methods sporopollenin vibrational spectroscopy |
title | Revealing the Chemical Composition of Birch Pollen Grains by Raman Spectroscopic Imaging |
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