Gen om e d iver si ty
Research Group: Image Analysis
Download 0.66 Mb. Pdf ko'rish
|
- Bu sahifa navigatsiya:
- Research Report the development of the first version of our image analysis software IAP
- Publications Peer Reviewed Papers 2012
- Fig. 35 detection and modelling of image-derived parameters (iaP) in crop plants. (a)
- Other Papers 2012
- Additional Publications 2011
- Books and Book Chapters 2013
- Other Papers 2013
- PhD and Diploma Theses 2013
- Abt. 37 Forschungsthemen in der abteilung Physiologie und zellbiologie (n. von Wirén, h.-P. Mock, M. Melzer, J. kumlehn, G. kunze, G.P. bienert). Fig. 37
- Abteilung Physiologie und Zellbiologie/ Department of Physiology and Cell Biology
- Developments in 2012 and 2013
Research Group: Image Analysis head: dr. christian klukas Scientists IPK financed entzian, alexander (till 14.09.2013) Pape, Jean-Michel (15.05.-14.09.2013) Grant Positions chen, dijun (0,50 bMbF, since 13.07.2012) dornfeldt, Stefanie (0,50 bMbF/dPPn, 15.05.2013-14.11.2013) Pape, Jean-Michel (bMbF/dPPn, since 15.11.2013) Visiting Scientists/Scholars Pape, Jean-Michel (self-financed, 29.04.-14.05.2013) Goals establishment of proven and stable image analysis methods for processing high-throughput phenotyping data, the devel- opment of statistical approaches for post-processing of the image-derived data, and the integration of phenotypic data with other omics-domains. Research Report the development of the first version of our image analysis software IAP (integrated analysis Platform) has been finished and is publicly available at http://iap.ipk-gatersleben.de. iaP is an powerful framework for phenotypic image analysis and con- tains a broad collection of user documents for several specific application tasks. the software is already used in several colla- borations. together with the Max Planck institute Jena and with the group heterosis, an approach for the detection of leaf and flower movements in tobacco plants is in development. For the Julius kühn institute in Groß Lüsewitz and other potential users we created an add-on for iaP to load images from a custo- mized imaging setup and to analyse photos of detached barley leaves to extract color- and geometric features. in collaboration with the group Pathogen Stress Genomics (dept. cytogenetics and Genome analysis) approaches to process barley leaf ima- ges are in development. the goal is to identify and to quantify disease spots caused by powdery mildew (S. dornfeldt, J.-M. Pape, d. chen). to improve the monitoring of our high-throughput phenoty- ping system, the development of a database for the tracking and visualization of carrier positions over time was started (M. ulrich). Abteilung Molekulare Genetik/ Department of Molecular Genetics 116 Publications Peer Reviewed Papers 2012 J unker , a., h. R ohn , t. c zauderna , c. k lukas , a. h artmann & F. S chrei - ber : creating interactive, web-based and data-enriched maps using the Systems biology Graphical notation. nature Protocols 7 (2012) 579-593. J usufi , i., c. k lukas , a. k erren & F. S chreiber : Guiding the interactive exploration of metabolic pathway interconnections. infor- mation Visualization 11 (2012) 136-150. k lukas , c., J.-M. P ape & a. e ntzian : analysis of high-throughput plant image data with the information system iaP. J. integr. bioinform. 9 (2012) e191. R ohn , h., a. J unker , a. h artmann , e. G rafahrend -b elau , h. t reutler , M. k lapper stück , t. c zauderna , c. k lukas & F. S chreiber : Vanted v2: a framework for systems biology applications. bMc Syst. biol. 6 (2012) 139. fer protocols are FtP, ScP, httP, WebdaV, and more. Results are published on the joint project website http://www.phenomics. cn. this web-space is also used to store a diverse set of example datasets for demonstration and testing purposes (d. chen). iaP has been furthermore extended to support program exten- sions by custom R-scripts, a programming language commonly used for statistical data analysis. in a collaboration project with partners from the Plant acce- lerator at the university of adelaide, australia (funded by the daad), comprehensive example phenotyping datasets were exchanged and analyzed using the iaP analysis software and the Lemnatec-based analysis pipelines from our partners (c. klukas, d. chen, a. entzian). to make this possible, we made extensive adaptations to iaP, in order to support different phenotyping setups, including different server- and imaging- configurations. We matched the analysis results and created a mapping table to make the results comparable, so that in the future post-processing routines can be more easily adapted to the differing data formats (J.-M. Pape). Fig. 35 detection and modelling of image-derived parameters (iaP) in crop plants. (a) detection of maize leaves with iaP. two distinct methods were implemented to detect maize leaves: a skeleton-based method and the SuSan corner detection algorithm. (b) Leaf shape modelling during plant growth. (c) Modelling of plant growth based on digital biomass. (d) Pairwise comparison of model-derived parameters, image-derived data and experimentally determined fresh weight or dry weight. (e) comparison of plant growth between control and stress conditions. R iP represents the growth rate at the inflection point of control plants. R rec denotes the recovered growth rate in recovery phase of stress plants. ϵ stress , referred to “stress elasticity”, is calculated as the ratio of R rec and R iP (image created by J.-M. Pape and d. chen). 117 2013 L u , X., d. c hen , d. S hu , z. z hang , W. W ang , c. k lukas , L.L. c hen , Y. F an , M. c hen & c. z hang : the differential transcription network between embryo and endosperm in the early developing maize seed. Plant Physiol. 162 (2013) 440-455. Other Papers 2012 n eumann , k., n. S tein , a. G raner , c. k lukas , a. e ntzian & b. k ilian : non-destructive phenotyping using the high-throughput Lemnatec-Scanalyzer 3d platform to investigate drought tolerance in barley. Proceedings of the 15 th international eWac conference, 07.-11.11.2011, novi Sad/Serbia, euro- pean cereals Genetics co-operative newsletter (2012) 158- 160. Additional Publications 2011 P ape , J.-M.: automatische erkennung und Quantifizierung von phänotypischen Pflanzen merkmalen und Strukturen. (ba- chelor thesis) otto-von-Guericke-universität Magdeburg, Fakultät für informatik, Magdeburg (2011) 67 pp. Abteilung Molekulare Genetik/ Department of Molecular Genetics 118 and remobilization types and (c) transgenic plants with modi- fied abscisic acid (aba) homeostasis using drought-induced promoters active during the generative phase. the above said genetic material is used to understand mechanisms of spikelet fertility influencing grain number as well reaching enhanced yield stability and uncompromised seed quality during grain filling under drought stress. For the investigation of the drought stress response in the context of grain number it is of importance to understand the mechanism controlling the development of spike architecture. the spike architecture (row phenotype) of barley is controlled by VRS1, an hd-ziP i family transcription factor 1. Vrs1 (HvHox1) is a paralog of HvHox2 and both were generated by duplication of an ancestral gene. While the 2-rowed phenotype is associ- ated with expression of a functional VRS1, in several 6-rowed barley accessions the expression of functional VRS1 is abolished. With the help of natural mutants and transgenic constructs we are analysing the different layers of molecular regulation that lead to a change in the fertility of the lateral floral meristems in barley. dna methylation of the HvHox1 promotor was identi- fied after first indications from small Rna sequencing of barley. the dna methylation in the HvHox1 promotor region via Rna directed dna methylation is indicative for transcriptional gene suppression. utilising microarray technology for transcriptome analysis we identified downstream target genes that are differ- entially expressed in the lateral meristem (t. Venkatasubbu). the phytohormone abscisic acid (aba) is a central regulatory factor of the plant’s response to drought stress. the compara- tive analysis of the “stay-green” versus “senescing” line reveals that high accumulation of aba under long-term drought stress is negative for assimilate productivity. once a plant fails to cope with long-term water stress, a final senescent response is mounted based on high aba levels. the analysis of the two breeding lines of barley has been extended to transgenic plants that either overexpress NCED6 or repress aba hydroxy- lase gene (using a drought-induced promoter), leading to aba flux alterations. transgenic barley lines that overexpress NCED6 (in an inducible manner) do show enhanced water use effi- ciency compared to wild type. the manipulation of aba levels via a drought-induced promoter that drives expression of a key aba biosynthetic gene positively coordinate assimilation and transpiration under drought stress due to differential aba response of the lines to short- and long-duration stresses (V.t. harshavardhan, c. Seiler). the identification of the regulatory factors and structural genes influencing malting quality during seed germination from the seed pool grown under challenging environments Research Group: Stress Genomics (till 30.04.2013) Abiotic Stress Genomics (since 01.05.2013) head: dr. nese Sreenivasulu (till 31.03.2013) dr. Markus kuhlmann (since 01.05.2013) Scientists IPK financed Venkatasubbu, thirulogachandar (0,50) Polavarapu, bihan kavi kishore, dr. (0,50, 01.11.-29.12.2012) Grant Positions Govind, Geetha, dr. (0,75 bMeLV/bLe, till 30.06.2012; 15.10.- 30.11.2012) harshavardhan, Vokkaliga thammegowda (0,50/1,00 bMeLV/ bLe) kalladan, Rajesh (0,50/1,00 industry, till 31.12.2012) kuhlmann, Markus, dr. (bMbF/dLR, 01.01.-31.03.2013; bMbF, 01.04.-30.04.2013) Polavarapu, bihan kavi kishore, dr. (0,50 industry, 24.07.- 29.12.2012) Seiler, christiane, dr. (0,75 bMbF/dLR, till 30.06.2013; 0,75 bMbF, since 01.07.2013) Surdonja, korana (0,50 bMbF, since 01.10.2012) Wang, hongwen (0,50 SaW-Pakt, since 15.10.2012) Visiting Scientists/Scholars Sreenivasulu, nese, dr. (self-financed, since 01.04.2013) Govind, Geetha, dr. (self-financed, 16.07.-30.09.2012) kalladan, Rajesh (self-financed, 01.01.-31.08.2013) Strickert, Marc, dr. (iPk, till 30.09.2012) Palakolanu, Sudhakar Reddy, dr. (Leibniz daad Scholarship, till 28.08.2012) Reddy, Guda Maheedhara, dr. (bMbF, 20.08.-15.11.2012) Manish, Raorane, dr. (iRRi, Philippines, 06.07.-15.12.2012) cordoba Jacoste, Javier (self-financed, 13.04.-15.07.2012) Goals We are investigating the molecular mechanisms of yield stabil- ity under terminal drought with focus on altered grain number and seed filling efficiency. the aim is to improve the plant per- formance to achieve stable yield under drought conditions. Research Report to understand the mechanisms of drought resistance, inte- grative genomics approaches were used to explore (a) natu- ral genetic variation in barley by studying introgression line populations with wild barley accession donor, (b) mapping populations created from selected breeding lines of stay-green 119 S reenivasulu , n., V.t. h arshavardhan , G. G ovind , c. S eiler & a. k oh - li : contrapuntal role of aba: does it mediate stress toler- ance or plant growth retardation under long-term drought stress? Gene 506 (2012) 265-273. S reenivasulu , n. & t. S chnurbusch : a genetic playground for en- hancing grain number in cereals. trends Plant Sci. 17 (2012) 91-101. 2013 a miteye , S., J.M. c orral , h. V ogel , M. k uhlmann , M.F. M ette & t.F. S harbel : novel microRnas and microsatellite-like small Rnas in sexual and apomictic Boechera species. MicroRna 2 (2013) 46-63. k alladan , R., S. W orch , h. R olletschek , V.t. h arshavardhan , L. k untze , c. S eiler , n. S reenivasulu & M.S. R öder : identification of quan- titative trait loci contributing to yield and seed quality pa- rameters under terminal drought in barley advanced back- cross lines. Mol. breed. 32 (2013) 71-99. k oppolu , R., n. a nwar , S. S akuma , a. t agiri , u. L undqvist , M. P ourk - heirandish , t. R utten , c. S eiler , a. h immelbach , R. a riyadasa , h.M. Y oussef , n. S tein , n. S reenivasulu , t. k omatsuda & t. S chnurbusch : Six-rowed spike4 (Vrs4) controls spikelet determinacy and row-type in barley. Proc. natl. acad. Sci. u.S.a. 110 (2013) 13198-13203. L ermontova , i., M. k uhlmann , S. F riedel , t. R utten , S. h eckmann , M. S andmann , d. d emidov , V. S chubert & i. S chubert : Arabidopsis ki- netochoRe nuLL 2 is an upstream component for cenh3 deposition at centromeres. Plant cell 25 (2013) 3389-3404. M alik , z.a., G. h ensel , J.a. Q ureshi , S. M ansoor , n. S reenivasulu , J. k umlehn & n.a. S aeed : improved agronomic and physiolo- will remain an important strategy in the era of climate change. to attain high quality malt, besides the importance of defined parameters of malting process optimized during seed germi- nation/micromalting, the seed quality parameters determined during seed filling are of foremost importance. by employing important genomic tools such as expression (e)QtL analysis, the underlying genetic factors and favourable alleles influen- cing grain yield/seed quality/malting quality will be identified using double haploid (dh) population generated from a cross of staygreen x remobilizing lines. barley infinium array (9k il- lumina platform) was employed to genotype doubled haploid (dh) population and to construct SnP-based linkage maps of the parental genomes. during 2012, 100 randomly selected dh lines were grown under field conditions at iPk with a rain shelter installed at anthesis to prevent natural rainfall. drought stress was imposed at one week after anthesis by withholding water until maturity. Mature seeds were harvested and ana- lyzed. Stress treatment led to reduction in yield in more than 50 % of the lines whereas thousand Grain Weight (tGW) was not affected to the same level. Few lines show no reduction in yield under stress. the seed material was used for micro-mal- ting. We aim at calculating QtLs for (a) yield stability, (b) grain quality, (c) malting quality, (d) genome-wide expression data to identify cis- and trans-effects for uncompromised seed qua- lity and malting quality under drought and (e) assessing the efficiency of genomic selection for the above mentioned traits (k. Surdonja, c. Seiler in collaboration with research group Ge- nome diversity). From the set of GM-plants with altered ABA level a particular subset showed the interesting phenotype of increased tiller outgrowth during vegetative growth phase (see Fig. 36). as this phenotype is strongly associated with increased yield it is of agro-economic importance. the molecular mechanism how the increased aba level during that specific phase of growth is positively influencing the tiller outgrowth is under investiga- tion (h. Wang, collaboration with n. von Wirén, M. hajirezaei, research group Molecular Plant nutrition). Publications Peer Reviewed Papers 2012 F riedel , S., b. u sadel , n. von W irén & n. S reenivasulu : Reverse engi- neering: a key component of systems biology to unravel global abiotic stress cross-talk. Front. Plant Sci. 3 (2012) 294. M ir , R.R., M. z aman -a llah , n. S reenivasulu , R. t rethowan & R.k. V arshney : integrated genomics, physiology and breeding approaches for improving drought tolerance in crops. the- or. appl. Genet. 125 (2012) 625-645. R adchuk , V., J. k umlehn , t. R utten , n. S reenivasulu , R. R adchuk , h. R ol - letschek , c. h errfurth , i. F eussner & L. b orisjuk : Fertility in bar- ley flowers depends on Jekyll functions in male and female sporophytes. new Phytol. 194 (2012) 142-157. Fig. 36 compared to control plants ('Golden Promise', left) the plants with increased content of abscisic acid (Lohi, right) show increased tiller outgrowth (h. Wang). Abteilung Molekulare Genetik/ Department of Molecular Genetics 120 gical performance of cultivar “Punjab-11”-derived transge- nic wheat under drought stress. Jokull J. 63 (2013) 136-156. M au , M., J.M. c orral , h. V ogel , M. M elzer , J. F uchs , M. k uhlmann , n. de S torme , d. G eelen & t.F. S harbel : the conserved chimeric transcript UPGRADE-2 is associated with unreduced pollen formation and is exclusively found in apomictic Boechera. Plant Physiol. 163 (2013) 1640-1659 . S reenivasulu , n. & u. W obus : Seed-development programs: a sys- tems biology-based comparison between dicots and mo- nocots. annu. Rev. Plant biol. 64 (2013) 189-217. Books and Book Chapters 2013 R eddy , P.S. & n. S reenivasulu : different omics approaches in ce- reals and their possible implications for developing a sys- tem biology approach to study the mechanism of abiotic stress tolerance. in: G upta , P.k. & R.k. V arshney (eds.): cereal Genomics ii. Springer, dordrecht, the netherlands (2013) 177-214. Other Papers 2013 k uhlmann , M. & a. J unker (eds.): barlomics –omic approaches in the barley field. abstractbook of the 1 st iPk Summer School 2013. (2013) http://www.ipk-gatersleben.de/index. php?id=1310. PhD and Diploma Theses 2013 h arshavardhan , V.t.: altering aba levels in leaf and seed tissue of barley to study the role of aba on plant performance under post-anthesis drought stress using the transgenic approach. (Phd thesis) Martin-Luther-universität halle- Wittenberg, naturwissenschaftliche Fakultät i biowissen- schaften, halle/S. (2013) 137 pp. k alladan , R.: understanding terminal drought tolerance in barley using ab-QtL analysis and an integrated omics ap- proach. (Phd thesis) Martin-Luther-universität halle-Wit- tenberg, naturwissenschaftliche Fakultät i biowissenschaf- ten, halle/S. (2013) 150 pp. Abt. 37 Forschungsthemen in der abteilung Physiologie und zellbiologie (n. von Wirén, h.-P. Mock, M. Melzer, J. kumlehn, G. kunze, G.P. bienert). Fig. 37 Research topics in the department of Physiology and cell biology (n. von Wirén, h.-P. Mock, M. Melzer, J. kumlehn, G. kunze, G.P. bienert). Abteilung Physiologie und Zellbiologie/ Department of Physiology and Cell Biology Abteilung Physiologie und Zellbiologie/ Department of Physiology and Cell Biology 122 Department of Physiology and Cell Biology head: Prof. nicolaus von Wirén Research Goals the common aim in the department is the improvement of agronomically relevant traits in crops and of biotechnologi- cal applications by an improved adaptation and regulation of metabolic pathways and developmental processes in plants or in microbial expression systems. Developments in 2012 and 2013 in the Physiology and cell biology department four groups mainly employ biochemical and physiological methods to in- vestigate the metabolism and sensing of nutrients by plants (Molecular Plant nutrition and Metalloid transport groups) as well as the regulation of secondary metabolism and the physiological function of primary metabolites under stress (applied biochemistry and Systems biology groups). thereby, these groups enlarge the methodological scope of physiologi- cal traits, which are monitored in screening projects within and outside the department. the other three research groups primarily employ developmental, biotechnological and cell biological methods: the Structural cell biology group employs light and electron microscopy for structural analysis and visual- isation of gene products in plant tissues, while the Plant Repro- ductive biology group characterizes developmental processes which are associated with sexual or asexual reproduction for the improvement of biotechnological applications. the Yeast Genetics group employs different yeast strains as hosts for re- combinant protein production, as gene donor and biocatalysts for new biotechnological products and as microbial compo- nents in biosensors for environmental monitoring and food or feed control. after dr. björn Junker was offered a full professorship at the university of halle-Wittenberg, the Systems biology group moved out. the laboratories have now been adopted by the newly established Metalloid transport group, which is headed by dr. Patrick bienert and financed by an emmy-noether fel- lowship of the dFG. in the past two years the analytical and cell biological plat- forms in the department have been enlarged. Fully functional platforms now encompass mineral element analysis including automated sample digestion, icP-oeS, sector-field icP-MS and isotope ratio-mass spectrometry (Molecular Plant nutrition), a spinning-disc confocal laser scanning microscopy for live-cell imaging of dynamic cellular processes (Structural cell biology) and a MaLdi-toF system which is used for protein identifica- tion and MS-based imaging of metabolites and proteins (ap- plied biochemistry). a uPLc-MS/MS-based platform for phy- tohormone analysis and a complementary Lc-MS/MS for the analysis of primary metabolites have also been set up. Download 0.66 Mb. Do'stlaringiz bilan baham: |
Ma'lumotlar bazasi mualliflik huquqi bilan himoyalangan ©fayllar.org 2024
ma'muriyatiga murojaat qiling
ma'muriyatiga murojaat qiling