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Mumm R, Hageman JA, Calingacion MN, de Vos RCH, Jonker HH, Erban A, Kopka J, Hansen TH, Laursen KH, Schjoerring JK, Ward JL, Beale MH, Jongee S, Rauf A, Habibi F, Indrasari SD, Sakhan S, Ramli A, Romero M, Reinke RF, Ohtsubo K, Boualaphanh C, Fitzgerald MA, Hall RD. Multi-platform metabolomics analyses of a broad collection of fragrant and non-fragrant rice varieties reveals the high complexity of grain quality characteristics. Metabolomics 2016; 12:38. [PMID: 26848289 PMCID: PMC4723621 DOI: 10.1007/s11306-015-0925-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Accepted: 09/18/2015] [Indexed: 12/04/2022]
Abstract
The quality of rice in terms not only of its nutritional value but also in terms of its aroma and flavour is becoming increasingly important in modern rice breeding where global targets are focused on both yield stability and grain quality. In the present paper we have exploited advanced, multi-platform metabolomics approaches to determine the biochemical differences in 31 rice varieties from a diverse range of genetic backgrounds and origin. All were grown under the specific local conditions for which they have been bred and all aspects of varietal identification and sample purity have been guaranteed by local experts from each country. Metabolomics analyses using 6 platforms have revealed the extent of biochemical differences (and similarities) between the chosen rice genotypes. Comparison of fragrant rice varieties showed a difference in the metabolic profiles of jasmine and basmati varieties. However with no consistent separation of the germplasm class. Storage of grains had a significant effect on the metabolome of both basmati and jasmine rice varieties but changes were different for the two rice types. This shows how metabolic changes may help prove a causal relationship with developing good quality in basmati rice or incurring quality loss in jasmine rice in aged grains. Such metabolomics approaches are leading to hypotheses on the potential links between grain quality attributes, biochemical composition and genotype in the context of breeding for improvement. With this knowledge we shall establish a stronger, evidence-based foundation upon which to build targeted strategies to support breeders in their quest for improved rice varieties.
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Affiliation(s)
- R. Mumm
- />Plant Research International, Wageningen University and Research Centre, Droevendaalsesteeg 1, Wageningen, The Netherlands
- />Centre for BioSystems Genomics, P.O. Box 98, 6700 AB Wageningen, The Netherlands
| | - J. A. Hageman
- />Biometris-Applied Statistics, Wageningen University and Research Centre, Droevendaalsesteeg 1, Wageningen, The Netherlands
| | - M. N. Calingacion
- />Grain Quality, and Nutrition Centre, International Rice Research Institute, DAPO 7777, Metro Manila, Philippines
- />Laboratory of Plant Physiology, Wageningen University and Research Centre, Droevendaalsesteeg 1, Wageningen, The Netherlands
- />School of Agriculture and Food Science, University of Queensland, St Lucia, QLD 4072 Australia
| | - R. C. H. de Vos
- />Plant Research International, Wageningen University and Research Centre, Droevendaalsesteeg 1, Wageningen, The Netherlands
- />Centre for BioSystems Genomics, P.O. Box 98, 6700 AB Wageningen, The Netherlands
- />Netherlands Metabolomics Centre, Einsteinweg 55, 2333 CC Leiden, The Netherlands
| | - H. H. Jonker
- />Plant Research International, Wageningen University and Research Centre, Droevendaalsesteeg 1, Wageningen, The Netherlands
- />Centre for BioSystems Genomics, P.O. Box 98, 6700 AB Wageningen, The Netherlands
| | - A. Erban
- />Max-Planck-Institute of Molecular Plant Physiology (MPIMP), Am Mühlenberg 1, 14476 Potsdam-Golm, Germany
| | - J. Kopka
- />Max-Planck-Institute of Molecular Plant Physiology (MPIMP), Am Mühlenberg 1, 14476 Potsdam-Golm, Germany
| | - T. H. Hansen
- />Plant and Soil Science Section, Department of Plant and Environmental Sciences, Faculty of Science, University of Copenhagen (UC), Thorvaldsensvej 40, 1871 Frederiksberg C Copenhagen, Denmark
| | - K. H. Laursen
- />Plant and Soil Science Section, Department of Plant and Environmental Sciences, Faculty of Science, University of Copenhagen (UC), Thorvaldsensvej 40, 1871 Frederiksberg C Copenhagen, Denmark
| | - J. K. Schjoerring
- />Plant and Soil Science Section, Department of Plant and Environmental Sciences, Faculty of Science, University of Copenhagen (UC), Thorvaldsensvej 40, 1871 Frederiksberg C Copenhagen, Denmark
| | - J. L. Ward
- />The National Centre for Plant and Microbial Metabolomics, Rothamsted Research, West Common, Harpenden, Herts AL52JQ UK
| | - M. H. Beale
- />The National Centre for Plant and Microbial Metabolomics, Rothamsted Research, West Common, Harpenden, Herts AL52JQ UK
| | - S. Jongee
- />Ubonratchathani Rice Research Centre, Ubon Ratchathani, Thailand
| | - A. Rauf
- />Rice Programme, National Agricultural Research Centre, Islamabad, Pakistan
| | - F. Habibi
- />Grain Quality Division, Rice Research Institute of Iran (RRII), Km 5 Tehran Rd, 41996-13475 Rasht, Islamic Republic of Iran
| | - S. D. Indrasari
- />Indonesian Center for Rice Research (ICRR) BB Padi, Jl. Raya 9, Sukamandi, Subang, 41256 Jawa Barat Indonesia
| | - S. Sakhan
- />Cambodian Agricultural Research and Development Institute, CARDI Rd, Phnom Penh, Cambodia
| | - A. Ramli
- />Pusat Penyelidikan Padi dan Tanaman Industri, MARDI, Seberang Perai Beg Berkunci 203 Pejabat Pos Kepala Batas, 13200 Seberang Perai Pulau, Penang Malaysia
| | - M. Romero
- />Rice Chemistry and Food Science Division, Philippine Rice Research Institute, Maligaya, Science City of Muñoz, 3119 Nueva Ecija Philippines
| | - R. F. Reinke
- />Graham Centre for Agricultural Innovation, Agricultural Institute (An Alliance Between NSW Department of Primary Industries and Charles Sturt University), Wagga Wagga, NSW Australia
- />Plant Breeding, Genetics and Biotechnology Division, International Rice Research Institute, DAPO 7777, Metro Manila, Philippines
| | - K. Ohtsubo
- />Department of Applied Biological Chemistry, Faculty of Agriculture, Niigata University, Niigata, Japan
| | - C. Boualaphanh
- />Department of Plant Science and Agricultural Resources, Faculty of Agriculture, Khon Kaen University, Khon Kaen, 40002 Thailand
- />Rice and Cash Crops Research Centre, National Agriculture and Forestry Research Institute, PDR, Vientiane, Lao
| | - M. A. Fitzgerald
- />Grain Quality, and Nutrition Centre, International Rice Research Institute, DAPO 7777, Metro Manila, Philippines
- />School of Agriculture and Food Science, University of Queensland, St Lucia, QLD 4072 Australia
| | - R. D. Hall
- />Plant Research International, Wageningen University and Research Centre, Droevendaalsesteeg 1, Wageningen, The Netherlands
- />Centre for BioSystems Genomics, P.O. Box 98, 6700 AB Wageningen, The Netherlands
- />Laboratory of Plant Physiology, Wageningen University and Research Centre, Droevendaalsesteeg 1, Wageningen, The Netherlands
- />Netherlands Metabolomics Centre, Einsteinweg 55, 2333 CC Leiden, The Netherlands
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Prota N, Mumm R, Bouwmeester HJ, Jongsma MA. Comparison of the chemical composition of three species of smartweed (genus Persicaria) with a focus on drimane sesquiterpenoids. Phytochemistry 2014; 108:129-136. [PMID: 25453911 DOI: 10.1016/j.phytochem.2014.10.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2014] [Revised: 09/26/2014] [Accepted: 10/01/2014] [Indexed: 06/04/2023]
Abstract
The genus Persicaria is known to include species accumulating drimane sesquiterpenoids, but a comparative analysis highlighting the compositional differences has not been done. In this study, the secondary metabolites of both flowers and leaves of Persicariahydropiper, Persicariamaculosa and Persicariaminor, three species which occur in the same habitat, were compared. Using gas chromatography-mass spectrometry (GC-MS) analysis of extracts, overall 21/29 identified compounds in extracts were sesquiterpenoids and 5/29 were drimanes. Polygodial was detected in all species, though not in every sample of P. maculosa. On average, P. hydropiper flowers contained about 6.2 mg g FW(-1) of polygodial, but P. minor flowers had 200-fold, and P. maculosa 100,000 fold lower concentrations. Comparatively, also other sesquiterpenes were much lower in those species, suggesting the fitness benefit to depend on either investing a lot or not at all in terpenoid-based secondary defences. For P. hydropiper, effects of flower and leaf development and headspace volatiles were analysed as well. The flower stage immediately after fertilisation was the one with the highest content of drimane sesquiterpenoids and leaves contained about 10-fold less of these compounds compared to flowers. The headspace of P. hydropiper contained 8 compounds: one monoterpene, one alkyl aldehyde and six sesquiterpenes, but none were drimanes. The potential ecological significance of the presence or absence of drimane sesquiterpenoids and other metabolites for these plant species are discussed.
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Affiliation(s)
- N Prota
- Plant Research International, PO Box 619, 6700 AP Wageningen, The Netherlands; Laboratory of Plant Physiology, Wageningen University, PO Box 658, 6700 AR Wageningen, The Netherlands
| | - R Mumm
- Plant Research International, PO Box 619, 6700 AP Wageningen, The Netherlands; Centre for BioSystems Genomics, PO Box 98, 6700 AB Wageningen, The Netherlands
| | - H J Bouwmeester
- Laboratory of Plant Physiology, Wageningen University, PO Box 658, 6700 AR Wageningen, The Netherlands
| | - M A Jongsma
- Plant Research International, PO Box 619, 6700 AP Wageningen, The Netherlands.
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Mumm R, Scheffler C, Hermanussen M. Developing differential height, weight and body mass index references for girls that reflect the impact of the menarche. Acta Paediatr 2014; 103:e312-6. [PMID: 24606168 DOI: 10.1111/apa.12625] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2013] [Revised: 01/29/2014] [Accepted: 03/04/2014] [Indexed: 11/29/2022]
Abstract
AIM Growth is both a matter of amplitude and tempo. We aimed to develop references for body height, body weight and body mass index (BMI) with respect to tempo of maturity. METHODS Data obtained from the German KiGGS study (2003-2006) on body height, body weight and presence or absence of the menarche were re-analysed in 3776 girls, aged 10-17 years. We developed smoothed centiles for BMI-, body-height- and body-weight-for-age using the LMS method for premenarcheal and postmenarcheal girls. RESULTS Body height, body weight and BMI differed significantly between premenarcheal and postmenarcheal girls. On average, postmenarcheal girls aged 11-17 years were 5.3 cm taller and 9.7 kg heavier, and their BMI was 2.9 kg/m² higher than in premenarcheal girls of the same calendar age. CONCLUSION Adolescent BMI rises with calendar age and biological age. New reference charts for adolescent girls aged 10-18 years were generated to be inserted into the currently used references to avoid misclassifying underweight and overweight pubertal girls.
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Affiliation(s)
- R Mumm
- Institute for Biochemistry and Biology, Human Biology; University of Potsdam; Potsdam Germany
| | - C Scheffler
- Institute for Biochemistry and Biology, Human Biology; University of Potsdam; Potsdam Germany
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Hermanussen M, Meitinger T, Veldhuis JD, Low MJ, Pfäffle R, Staub K, Panczak R, Groth D, Brabec M, von Salisch M, Loh CPA, Tassenaar V, Scheffler C, Mumm R, Godina E, Lehmann A, Tutkuviene J, Gervickaite S, Nierop AFM, Holmgren A, Assmann C, van Buuren S, Koziel S, Zadzińska E, Varela-Silva I, Vignerová J, Salama E, El-Shabrawi M, Huiji A, Satake T, Bogin B. Adolescent growth: genes, hormones and the peer group. Proceedings of the 20th Aschauer Soiree, held at Glücksburg castle, Germany, 15th to 17th November 2013. Pediatr Endocrinol Rev 2014; 11:341-353. [PMID: 24716402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
The association between poverty, malnutrition, illness and poor socioeconomic conditions on the one side, and poor growth and short adult stature on the other side, is well recognized. Yet, the simple assumption by implication that poor growth and short stature result from poor living conditions, should be questioned. Recent evidence on the impact of the social network on adolescent growth and adult height further challenges the traditional concept of growth being a mirror of health. Twenty-nine scientists met at Glücksburg castle, Northern Germany, November 15th - 17th 2013, to discuss genetic, endocrine, mathematical and psychological aspects and related issues, of child and adolescent growth and final height.
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