Fluorescence Lifetime Imaging as an In Situ and Label-Free Readout for the Chemical Composition of Lignin

被引:17
作者
Escamez, Sacha [4 ,6 ]
Terryn, Christine [1 ]
Gandla, Madhavi Latha [2 ]
Yassin, Zakiya [3 ]
Scheepers, Gerhard [3 ]
Nasholm, Torgny [4 ,5 ]
Sundman, Ola [2 ]
Jonsson, Leif J. [2 ]
Lundberg-Felten, Judith [4 ]
Tuominen, Hannele [4 ]
Niittyla, Totte [4 ]
Paes, Gabriel [7 ]
机构
[1] Univ Reims, PICT Platform, F-51100 Reims, France
[2] Umea Univ, Dept Chem, SE-90187 Umea, Sweden
[3] RISE AB, SE-11428 Stockholm, Sweden
[4] Swedish Univ Agr Sci, Dept Forest Genet & Plant Physiol, Umea Plant Sci Ctr UPSC, SE-90183 Umea, Sweden
[5] Swedish Univ Agr Sci, Dept Forest Ecol & Management, SE-90183 Umea, Sweden
[6] Umea Univ, Umea Plant Sci Ctr UPSC, Dept Plant Physiol, SE-90187 Umea, Sweden
[7] Univ Reims, FARE, INRAE, F-51100 Reims, France
关键词
chemotyping in situ; FLIM; lignin; machine learning; statistical modeling; wood; CELL-WALL; CASPARIAN STRIP; WOOD; ARABIDOPSIS; AUTOFLUORESCENCE; SACCHARIFICATION; EXPRESSION; MECHANISM; REVEAL; GENOME;
D O I
10.1021/acssuschemeng.1c06780
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Naturally fluorescent polymeric molecules such as collagen, resilin, cutin, suberin, or lignin can serve as renewable sources of bioproducts. Theoretical physics predicts that the fluorescence lifetime of these polymers is related to their chemical composition. We verified this prediction for lignin, a major structural element in plant cell walls that form woody biomass. Lignin is composed of different phenylpropanoid units, and its composition affects its properties, biological functions, and the utilization of wood biomass. We carried out fluorescence lifetime imaging microscopy (FLIM) measurements of wood cell wall lignin in a population of 90 hybrid aspen trees genetically engineered to display differences in cell wall chemistry and structure. We also measured the wood cell wall composition by classical analytical methods in these trees. Using statistical modeling and machine learning algorithms, we identified parameters of fluorescence lifetime that predict the content of S-type and G-type lignin units, the two main types of units in the lignin of angiosperm (flowering) plants. In a first step toward tailoring lignin biosynthesis toward improvement of woody biomass feedstocks, we show how FLIM can reveal the dynamics of lignin biosynthesis in two different biological contexts, including in vivo while lignin is being synthesized in the walls of living cells.
引用
收藏
页码:17381 / 17392
页数:12
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