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Finding the LMA needle in the wheat proteome haystack

View ORCID ProfileDelphine Vincent, AnhDuyen Bui, Vilnis Ezernieks, Saleh Shahinfar, Timothy Luke, Doris Ram, Nicholas Rigas, Joe Panozzo, Simone Rochfort, Hans Daetwyler, Matthew Hayden
doi: https://doi.org/10.1101/2023.01.22.525108
Delphine Vincent
1Agriculture Victoria Research, AgriBio, Center Centre for AgriBioscience, 5 Ring Road, Bundoora, VIC 3083, Australia; . au (A.B.); (D.R.); (V.E.); (S.S.); (T.L); (S.R.); (N.R.), (J.P.); (H.D.); (M.H.)
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  • For correspondence: delphine.vincent@agriculture.vic.gov.au AnhDuyen.Bui@agriculture.vic.gov Doris.Ram@agriculture.vic.gov.au Vilnis.Ezernieks@agriculture.vic.gov.au saleh.shahinfar@agriculture.vic.gov.au tim.luke@agriculture.vic.gov.au Simone.Rochfort@agriculture.vic.gov.au nicholas.rigas@agriculture.vic.gov.au joe.panozzo@agriculture.vic.gov.au hansdd@gmail.com matthew.hayden@agriculture.vic.gov.au
AnhDuyen Bui
1Agriculture Victoria Research, AgriBio, Center Centre for AgriBioscience, 5 Ring Road, Bundoora, VIC 3083, Australia; . au (A.B.); (D.R.); (V.E.); (S.S.); (T.L); (S.R.); (N.R.), (J.P.); (H.D.); (M.H.)
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  • For correspondence: AnhDuyen.Bui@agriculture.vic.gov Doris.Ram@agriculture.vic.gov.au Vilnis.Ezernieks@agriculture.vic.gov.au saleh.shahinfar@agriculture.vic.gov.au tim.luke@agriculture.vic.gov.au Simone.Rochfort@agriculture.vic.gov.au nicholas.rigas@agriculture.vic.gov.au joe.panozzo@agriculture.vic.gov.au hansdd@gmail.com matthew.hayden@agriculture.vic.gov.au
Vilnis Ezernieks
1Agriculture Victoria Research, AgriBio, Center Centre for AgriBioscience, 5 Ring Road, Bundoora, VIC 3083, Australia; . au (A.B.); (D.R.); (V.E.); (S.S.); (T.L); (S.R.); (N.R.), (J.P.); (H.D.); (M.H.)
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  • For correspondence: AnhDuyen.Bui@agriculture.vic.gov Doris.Ram@agriculture.vic.gov.au Vilnis.Ezernieks@agriculture.vic.gov.au saleh.shahinfar@agriculture.vic.gov.au tim.luke@agriculture.vic.gov.au Simone.Rochfort@agriculture.vic.gov.au nicholas.rigas@agriculture.vic.gov.au joe.panozzo@agriculture.vic.gov.au hansdd@gmail.com matthew.hayden@agriculture.vic.gov.au
Saleh Shahinfar
1Agriculture Victoria Research, AgriBio, Center Centre for AgriBioscience, 5 Ring Road, Bundoora, VIC 3083, Australia; . au (A.B.); (D.R.); (V.E.); (S.S.); (T.L); (S.R.); (N.R.), (J.P.); (H.D.); (M.H.)
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  • For correspondence: AnhDuyen.Bui@agriculture.vic.gov Doris.Ram@agriculture.vic.gov.au Vilnis.Ezernieks@agriculture.vic.gov.au saleh.shahinfar@agriculture.vic.gov.au tim.luke@agriculture.vic.gov.au Simone.Rochfort@agriculture.vic.gov.au nicholas.rigas@agriculture.vic.gov.au joe.panozzo@agriculture.vic.gov.au hansdd@gmail.com matthew.hayden@agriculture.vic.gov.au
Timothy Luke
1Agriculture Victoria Research, AgriBio, Center Centre for AgriBioscience, 5 Ring Road, Bundoora, VIC 3083, Australia; . au (A.B.); (D.R.); (V.E.); (S.S.); (T.L); (S.R.); (N.R.), (J.P.); (H.D.); (M.H.)
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  • For correspondence: AnhDuyen.Bui@agriculture.vic.gov Doris.Ram@agriculture.vic.gov.au Vilnis.Ezernieks@agriculture.vic.gov.au saleh.shahinfar@agriculture.vic.gov.au tim.luke@agriculture.vic.gov.au Simone.Rochfort@agriculture.vic.gov.au nicholas.rigas@agriculture.vic.gov.au joe.panozzo@agriculture.vic.gov.au hansdd@gmail.com matthew.hayden@agriculture.vic.gov.au
Doris Ram
1Agriculture Victoria Research, AgriBio, Center Centre for AgriBioscience, 5 Ring Road, Bundoora, VIC 3083, Australia; . au (A.B.); (D.R.); (V.E.); (S.S.); (T.L); (S.R.); (N.R.), (J.P.); (H.D.); (M.H.)
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  • For correspondence: AnhDuyen.Bui@agriculture.vic.gov Doris.Ram@agriculture.vic.gov.au Vilnis.Ezernieks@agriculture.vic.gov.au saleh.shahinfar@agriculture.vic.gov.au tim.luke@agriculture.vic.gov.au Simone.Rochfort@agriculture.vic.gov.au nicholas.rigas@agriculture.vic.gov.au joe.panozzo@agriculture.vic.gov.au hansdd@gmail.com matthew.hayden@agriculture.vic.gov.au
Nicholas Rigas
2Agriculture Victoria Research, 110 Natimuk Road, Horsham, VIC 3400, Australia; (J.P.); (P.M.)
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  • For correspondence: Joe.Panozzo@agriculture.vic.gov.au pankaj.maharjan@agriculture.vic.gov.au
Joe Panozzo
2Agriculture Victoria Research, 110 Natimuk Road, Horsham, VIC 3400, Australia; (J.P.); (P.M.)
3Centre for Agricultural Innovation, University of Melbourne, Parkville, VIC 3010, Australia
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  • For correspondence: Joe.Panozzo@agriculture.vic.gov.au pankaj.maharjan@agriculture.vic.gov.au
Simone Rochfort
1Agriculture Victoria Research, AgriBio, Center Centre for AgriBioscience, 5 Ring Road, Bundoora, VIC 3083, Australia; . au (A.B.); (D.R.); (V.E.); (S.S.); (T.L); (S.R.); (N.R.), (J.P.); (H.D.); (M.H.)
4School of Applied Systems Biology, La Trobe University, Bundoora, VIC 3083, Australia
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  • For correspondence: AnhDuyen.Bui@agriculture.vic.gov Doris.Ram@agriculture.vic.gov.au Vilnis.Ezernieks@agriculture.vic.gov.au saleh.shahinfar@agriculture.vic.gov.au tim.luke@agriculture.vic.gov.au Simone.Rochfort@agriculture.vic.gov.au nicholas.rigas@agriculture.vic.gov.au joe.panozzo@agriculture.vic.gov.au hansdd@gmail.com matthew.hayden@agriculture.vic.gov.au
Hans Daetwyler
1Agriculture Victoria Research, AgriBio, Center Centre for AgriBioscience, 5 Ring Road, Bundoora, VIC 3083, Australia; . au (A.B.); (D.R.); (V.E.); (S.S.); (T.L); (S.R.); (N.R.), (J.P.); (H.D.); (M.H.)
4School of Applied Systems Biology, La Trobe University, Bundoora, VIC 3083, Australia
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  • For correspondence: AnhDuyen.Bui@agriculture.vic.gov Doris.Ram@agriculture.vic.gov.au Vilnis.Ezernieks@agriculture.vic.gov.au saleh.shahinfar@agriculture.vic.gov.au tim.luke@agriculture.vic.gov.au Simone.Rochfort@agriculture.vic.gov.au nicholas.rigas@agriculture.vic.gov.au joe.panozzo@agriculture.vic.gov.au hansdd@gmail.com matthew.hayden@agriculture.vic.gov.au
Matthew Hayden
1Agriculture Victoria Research, AgriBio, Center Centre for AgriBioscience, 5 Ring Road, Bundoora, VIC 3083, Australia; . au (A.B.); (D.R.); (V.E.); (S.S.); (T.L); (S.R.); (N.R.), (J.P.); (H.D.); (M.H.)
4School of Applied Systems Biology, La Trobe University, Bundoora, VIC 3083, Australia
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  • For correspondence: AnhDuyen.Bui@agriculture.vic.gov Doris.Ram@agriculture.vic.gov.au Vilnis.Ezernieks@agriculture.vic.gov.au saleh.shahinfar@agriculture.vic.gov.au tim.luke@agriculture.vic.gov.au Simone.Rochfort@agriculture.vic.gov.au nicholas.rigas@agriculture.vic.gov.au joe.panozzo@agriculture.vic.gov.au hansdd@gmail.com matthew.hayden@agriculture.vic.gov.au
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Abstract

Late maturity alpha-amylase (LMA) is a wheat genetic defect causing the synthesis of high isoelectric point (pI) alpha-amylase in the aleurone as a result of a temperature shock during mid-grain development or prolonged cold throughout grain development leading to an unacceptable low falling numbers (FN) at harvest or during storage. High pI alpha-amylase is normally not synthesized until after maturity in seeds when they may sprout in response to rain or germinate following sowing the next season’s crop. Whilst the physiology is well understood, the biochemical mechanisms involved in grain LMA response remain unclear. We have employed high-throughput proteomics to analyse thousands of wheat flours displaying a range of LMA values. We have applied an array of statistical analyses to select LMA-responsive biomarkers and we have mined them using a suite of tools applicable to wheat proteins. To our knowledge, this is not only the first proteomics study tackling the wheat LMA issue, but also the largest plant-based proteomics study published to date. Logistics, technicalities, requirements, and bottlenecks of such an ambitious large-scale high-throughput proteomics experiment along with the challenges associated with big data analyses are discussed. We observed that stored LMA-affected grains activated their primary metabolisms such as glycolysis and gluconeogenesis, TCA cycle, along with DNA- and RNA binding mechanisms, as well as protein translation. This logically transitioned to protein folding activities driven by chaperones and protein disulfide isomerase, as wellas protein assembly via dimerisation and complexing. The secondary metabolism was also mobilised with the up-regulation of phytohormones, chemical and defense responses. LMA further invoked cellular structures among which ribosomes, microtubules, and chromatin. Finally, and unsurprisingly, LMA expression greatly impacted grain starch and other carbohydrates with the up-regulation of alpha-gliadins and starch metabolism, whereas LMW glutenin, stachyose, sucrose, UDP-galactose and UDP-glucose were down-regulated. This work demonstrates that proteomics deserves to be part of the wheat LMA molecular toolkit and should be adopted by LMA scientists and breeders in the future.

Competing Interest Statement

The authors have declared no competing interest.

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Posted January 23, 2023.
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Finding the LMA needle in the wheat proteome haystack
Delphine Vincent, AnhDuyen Bui, Vilnis Ezernieks, Saleh Shahinfar, Timothy Luke, Doris Ram, Nicholas Rigas, Joe Panozzo, Simone Rochfort, Hans Daetwyler, Matthew Hayden
bioRxiv 2023.01.22.525108; doi: https://doi.org/10.1101/2023.01.22.525108
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Finding the LMA needle in the wheat proteome haystack
Delphine Vincent, AnhDuyen Bui, Vilnis Ezernieks, Saleh Shahinfar, Timothy Luke, Doris Ram, Nicholas Rigas, Joe Panozzo, Simone Rochfort, Hans Daetwyler, Matthew Hayden
bioRxiv 2023.01.22.525108; doi: https://doi.org/10.1101/2023.01.22.525108

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