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UNIVERSITI PUTRA MALAYSIA ISOLATION AND IN SILICO ANALYSIS OF PHOSPHOENOLPYRUVATE CARBOXYLASE GENE AND EFFECTS OF INDOLEACETIC ACID AND KINETIN ON SUCROSE PRODUCTION OF SUGARCANE (SACCHARUM OFFICINARUM, L., 1753 NOOR FARIS HASSAN ALWASH FS 2014 15

Transcript of UNIVERSITI PUTRA MALAYSIApsasir.upm.edu.my/49998/1/FS 2014 15RR.pdf · UNIVERSITI PUTRA MALAYSIA ....

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UNIVERSITI PUTRA MALAYSIA

ISOLATION AND IN SILICO ANALYSIS OF PHOSPHOENOLPYRUVATE CARBOXYLASE GENE AND EFFECTS OF INDOLEACETIC ACID AND KINETIN ON SUCROSE PRODUCTION OF SUGARCANE (SACCHARUM OFFICINARUM,

L., 1753

NOOR FARIS HASSAN ALWASH

FS 2014 15

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ISOLATION AND IN SILICO ANALYSIS OF PHOSPHOENOLPYRUVATE CARBOXYLASE GENE AND EFFECTS OF INDOLEACETIC ACID AND KINETIN ON SUCROSE PRODUCTION OF SUGARCANE (SACCHARUM OFFICINARUM,

L., 1753)

By

NOOR FARIS HASSAN ALWASH

Thesis submitted to the School of Graduate Studies, Universiti Putra Malaysia, In fulfilment of the Requirements for the Degree of Master of Science

April 2014

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COPYRIGHT

All material contained within the thesis, including without limitation text, logos, icons, photographs and all other artwork, is copyright material of Universiti Putra Malaysia unless otherwise stated. Use may be made of any material contained within the thesis for non-commercial purposes from the copyright holder. Commercial use of material may only be made with the express, prior, written permission of Universiti Putra Malaysia.

Copyright © Universiti Putra Malaysia

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Abstract of thesis presented to the Senate of the Universiti Putra Malaysia in fulfillment of the Requirements for the Degree of Master of Science

ISOLATION AND IN SILICO ANALYSIS OF PHOSPHOENOLPYRUVATE CARBOXYLASE GENE AND EFFECTS OF INDOLEACETIC ACID AND KINETIN ON SUCROSE PRODUCTION OF SUGARCANE (SACCHARUM OFFICINARUM,

L., 1753)

By

NOOR FARIS HASSAN ALWASH

April 2014

Chair : Associate Prof. Siti Khalijah Daud, PhD

Faculty : Science

Sugar is the most important food constituent in almost all countries around the world. The sugarcane plant is the most important source of sugar production in which 80% of the sugar production worldwide is derived from. This study aims to isolate, identify and characterize the phosphoenolpyruvate carboxylase gene (PEPcase) and finding out the effects of indoleacetic acid and kinetin hormones on glucose productivity of sugarcane. Moreover, various bioinformatics tools have been applied to further characterize the PEPcase protein. Three sugarcane cultivars, Tebu Hijau-GG (green stem, green leaf), Tebu Gula-RG (red stem, green leaf) and Tebu Gagak-RR (red stem, red leaf) were used to isolate the PEPcase gene GG-PEPcase, RG-PEPcase and RR-PEPcase respectively. Conserved regions have been detected such as protein active sites, and the phylogenetic tree has been constructed. Furthermore, the 3D protein structure (with predicting the ligand binding sites) has been modeled for these isolated PEPcase genes. In this study, tissue culture technique was used to propagate the plant and the effect of plant growth regulators on sugar content was determined. Twenty culture media have been prepared from different compositions and concentrations of plant hormones to propagate the three sugarcane cultivars and used them to find out the fastest and the healthiest growing plant. The best growing plant was the one that was tissue cultured in media containing (5mg/l) Indole-3-acetic acid (IAA) and (2mg/l) Kinetin (Kin). The juvenile plants were harvested and used to measure the sugar content. The concentrations of sugar were found 10% higher in GG, 24% in RR and 43% in RG than the original plant. Significant increase in sugar production has been detected in all of the three cultivars, and the highest increase has been found in the RG sugarcane cultivars. This may occur because of differences among these cultivars at the genetic level

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and protein level. This study also showed that RG cultivars are more responsive to the hormone treatments than the other cultivars.

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Abstrak tesis yang dikemukakan kepada Senat Universiti Putra Malaysia sebagai memenuhi Keperluan untuk Ijazah Master Sains

PENGASINGAN DAN SILICO ANALISIS PHOSPHOENOLPYRUVATE CARBOXYLASE GENE DAN KESAN ASID INDOLE-3-ASETIK DAN KINETIN ON

SUKROSA PENGELUARAN TEBU (SACCHARUM OFFICINARUM, L., 1753)

Oleh

NOOR FARIS HASSAN ALWASH

April 2014

Pengerusi : Prof. madya Siti Khalijah Daud, PhD

Fakulti : Sains

Gula adalah konstituen makanan yang paling penting di hampir semua negara di seluruh dunia. Sumber yang paling penting dalam pengeluaran gula ialah tebu di mana 80% daripada pengeluaran gula di seluruh dunia berasal dari tebu. Kajian ini bertujuan untuk mengasingkan, mengenal pasti dan mencirikan gen carboxylase phosphoenolpyruvate (PEPcase) dan mengetahui kesan asid indoleacetic dan hormon kinetin produktiviti glukosa tebu. Selain itu, pelbagai alat bioinformatik telah digunakan untuk terus mencirikan protein PEPcase itu. Tiga kultivar tebu, Tebu Hijau-GG (hijau batang, daun hijau), Tebu Gula-RG (batang merah, daun hijau) dan Tebu Gagak-RR (merah batang, daun merah) digunakan untuk memencilkan gen PEPcase GG-PEPcase, RG-PEPcase dan RR-PEPcase masing-masing. Pelbagai perision bioinformatik telah digunakan untuk menciriken, menganalisis dan membezakan PEPcase di kalangan ketiga-tiga kultivar tebu dan dibandingkan dengan Saccharum officinarum-PEPcase yang diperolehi dari pangkalan data dalam talian. Urutan protein PEPcase telah diramalkan. Selain itu, kawasan-kawasan yang dipelihara telah dikesan serta seperti tapak aktif protein, dan pokok filogenetik telah dibina. Tambahan pula, struktur protein 3D telah dimodelkan untuk gen PEPcase terpencil, dan menggunakan protein meramalkan struktur 3D untuk meramalkan laman mengikat ligan. Dalam kajian ini, teknik kultur tisu telah digunakan untuk propagasi tumbuhan dan kesan pengawal selia pertumbuhan tumbuhan pada kandungan gula juga ditentukan. Dua puluh media budaya telah disediakan daripada komposisi yang berbeza dan kepekatan hormon tumbuhan untuk menyebarkan tiga kultivar tebu dan digunakan mereka untuk mengetahui yang paling cepat dan tumbuhan yang sihat yang semakin meningkat. Kilang berkembang terbaik adalah salah satu yang merupakan tisu yang diternak dalam media yang mengandungi (5mg / l) asid Indole-3-asetik (IAA) dan (2 mg/l) Kinetin (Kin). Tumbuhan juvana telah dituai dan digunakan untuk mengukur kandungan gula. Kepekatan yang lebih tinggi gula daripada tumbuhan asli yang ditemui 10% dalam GG, 24% RR dan 43% RG. Terdapat banyak sebab untuk ini berlaku. Pada masa yang sama, peningkatan dalam kandungan gula dalam RG adalah lebih daripada GG dan RR, yang mungkin berlaku kerana perbezaan antara kultivar ini di peringkat genetik dan tahap protein.

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Peningkatan yang ketara dalam kandungan gula yang telah dikesan dalam semua tiga kultivar, dan peningkatan tertinggi telah ditemui di kultivar tebu RG .

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ACKNOWLEDGEMENTS

First of all I would like to thank Allah (s.w.t) from my heart. He always helped me in everything. He was behind everything beautiful in my life.

This study could not be completed without the great support of my beloved supervisor and co-supervisors. I am greatly indebted to them. My special appreciation goes to my supervisor Associate Prof. Siti Khalijah Daud, for allowing me to work independently and providing me valuable comments to improve my work. I appreciate her belief in my work and supporting my study financially. She is such a good hearted professor that I will never forget. I would like to thank my co-supervisor Prof. Maziah Mahmood from the Faculty of Biotechnology and Biomolecular Sciences who provided me the opportunity to work in her lab and using her chemicals and instruments. She never hesitated to share with me her valuable experience in the field of plant tissue culture techniques. I will never forget my co-supervisor Dr. Christina Yong Seok Yien who was with me from the very first beginning of my journey in this study. She has generously allowed me to use her lab, kits and instruments, and sharing with me her valuable knowledge in the field of genetics. My special thanks go to Prof. Ahmad Ismail, the Head of the Biology Department. He helped me enormously in the bureaucratic processes during my study and provided me the privilege to access all the facilities in the department. I would like to thank all the Biology Department’s staff for helping me in my research.

I would like also to thank my great family: my mother, my brother, my sister and my grand mom for their moral support and encouraging me to finish my research. And I would like to super thank my wonderful husband for all of his support in every single details in my study. May Allah bless all of them.

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This thesis was submitted to the Senate of Universiti Putra Malaysia and has been accepted as fulfillment of the requirement for the degree of Master of Science. The members of the supervisory committee were as follows:

Siti Khalijah Daud, PhD Associate Professor Faculty science Universiti Putra Malaysia (Chairman) Maziah Mahmood, PhD Professor Faculty of Biotechnology and Bimolecular sciences Universiti Putra Malaysia (Member) Christina Yong Seok Yein, PhD Lecturer Faculty of Science, Biology Department Universiti Putra Malaysia (Member)

BUJANG BIN KIM HUAT, PhD

Professor and Dean School of Graduate Studies Universiti Putra Malaysia

Date:

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Declaration by graduate student

I hereby confirm that: this thesis is my original work quotations, illustrations and citations have been duly referenced this thesis has not been submitted previously or concurrently for any other

degree at my other institutions intellectual property from the thesis and copyright of thesis are fully-owned by

University Putra Malaysia, as according to Universiti Putra Malaysia (Research) Rules 2012;

written permission must be obtained from supervisor and the office of Deputy Vice-Chancellor (Research and Innovation) before thesis is published (in the form of written, printed or in electronic form) including books, journals, modules, proceedings, popular writings, seminar papers, manuscripts, posters, reports, lecture notes, learning modules or any other materials as stated in the Universiti Putra Malaysia (Research) Rules 2012;

there is no plagiarism or data falsification/fabrication in the thesis, and scholarly integrity was upheld as according to the Universiti Putra Malaysia (Graduate Studies) Rule 2003 (Revision 2012-2013) and the Universiti Putra Malaysia (Research) Rules2012. The thesis has undergone plagiarism detection software

Signature: Date:

Name and Matric No.: Noor Faris Hassan Alwash (GS26706)

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Declaration by Members of Supervisory Committee

This is to confirm that:

the research conducted and the writing of this thesis was under our supervision;

supervision responsibilities as stated in the Universiti Putra Malaysia (Graduate Studies) Rules 2003 (Revision 2012-2013) are adhered to.

Signature: Signature:

Name of Chairman of Supervisory Committee:

Siti Khalijah Daud, PhD

Name of Member of Supervisory Committee:

Maziah Mahmood, PhD

Signature:

Name of Member of Supervisory Committee:

Christina Yong Seok Yein, PhD

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TABLE OF CONTENT

Page ABSTRACT ii ABSTRAK iv ACKNOWLEDEGMENTS vi APPROVAL vii DECLARATION ix LIST OF TABLES xiv LIST OF FIGURES xv LIST OF APPENDICES xvii CHAPTER

1 INTRODUCTION 1 1.1 Problem Statement 2 1.2 Objectives 3

2 LITERATURE REVIEW 4 2.1 Sugarcane 4 2.2 C3, C4 and CAM Plants 8 2.3 PEPcase Mechanism 10 2.4 DNA Sequencing 13 2.5 Phylogenetic 13 2.6 Bioinformatics 16 2.7 3D Protein Structure Prediction 16 2.8 Carbohydrates, History and Classification 17 2.8.1 Monosaccharide 17 2.8.2 Disaccharides 18 2.8.3 Polysaccharide 19 2.9 Plant Tissue Culture 20 2.9.1 Nutrient Medium 20 2.9.2 Inorganic Nutrients 20 2.9.3 Macro and Micro Nutrients 20 2.9.4 Plant Growth Regulators 20 2.9.5 Organic Supplements 23 2.10 Biological Effects 23 2.11 Biological Activity, Cytokinins 23 2.12 Carbohydrate Metabolism 24 2.13 Auxin-Cytokinin Interaction 24 2.14 Plant Growth Regulators and Genetics 25 2.15 Plant Growth Regulators and Sucrose Synthesis 25 2.16 Reducing Reaction of Carbohydrates

26

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3 MATERIALS AND METHODS 28 3.1 Plant Materials 28 3.2 Genetic Extraction 31 3.2.1 RNase Removal 31 3.2.2 RNA Extraction 31 3.2.3 DNase Treatment 32 3.2.4 RNA Quality Estimation 32 3.2.5 Spectrophotometer 33 3.2.6 Primer Design 34 3.2.7 Reverse Transcription Polymerase Chain

Reaction (RT-PCR) 34

3.2.8 Gel Electrophoresis of RT- Polymerase Chain Reaction Products

35

3.2.9 PCR Product Purification 35 3.3 Cloning Preparation 36 3.3.1 Medium Preparation 36 3.3.2 Ligation 37 3.3.3 Glycerol Stock Preparation 38 3.3.4 Polymerase Chain Reaction 38 3.4 Phylogenetic Analysis 38 3.5 Plant Tissue Culture 42 3.5.1 Sterile Condition 42 3.5.2 Washing Explants 42 3.5.3 Stock Solution Constructions 42 3.5.4 Medium Preparation 43 3.6 Sucrose Measurement 45 3.6.1 Arsenomolybdate Preparation 48 3.6.2 Statistical Analysis 48

4 RESULTS 49 4.1 RNA Extraction 49 4.2 Primers 50 4.3 Reverse Transcriptase Polymerase Chain

Reaction 52

4.4 Cloning 53 4.5 Bioinformatics Analysis 53 4.5.1 Sequence Blast: (Basic Local Alignment

Search Tool) 53

4.5.2 PEPcase Gene and Protein Prediction 54 4.5.3 Protein Active Site Prediction 55 4.5.4 3D Structure Prediction 57 4.5.5 3D Ligand Binding Site Predication 66 4.5.6 Phylogenetic Tree Analysis 70 4.6 Plant Tissue Culture 72 4.7 Sugar Measurement 76 4.8 Comparison of Sugar Content between Field and

Tissue Cultured Derived Plants

78

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5 DISCUSSION 80 5.1 RNA Isolation 80 5.2 Genetic Analysis 80 5.3 Three Dimensional PEPcase Structure Prediction 81 5.4 The PEPcase Enzyme Active Site 82 5.5 Phylogenetic Tree Analysis 82 5.6 Plant Tissue Culture and Sugar Production 83

6 CONCLUSION 84 6.1 Future work 84 REFERENCES/BIBLIOGRAPHY 85 APPENDICES 91 BIODATA OF STUDENT 125 LIST OF PUBLICATIONS 126

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LIST OF TABLES

Table Page 2.1 The species of Saccharum 4 2.2 Sugarcane production in tons 5 2.3 Comparison among Phylogenetic tree constructing

methods 15

3.1 Ligation reaction preparation 37 3.2 Bioinformatic analysis tools 40 3.3 Macronutrients of MS media 42 3.4 Micronutrients for MS media 43 3.5 Common Organic Additives for MS media 43 3.6 Different mixtures of hormones for MS media 44 3.7 Concentrations of glucose for standard curve 45 3.8 Reagent A and B compositions used for Somogyi-

Nelson method 47

4.1 RNA extraction qualification 49 4.2 The quality of RNA for 9 samples (3 replicate for

each cultivar) using the Qiagen kit 50

4.3 Primer names, sequencing, Amplicon size and annealing temperature

51

4.4 PEPcase Open reading frame (ORF) gene length and protein molecular weight for three cultivars

54

4.5 Protein composition of PEPcase for three cultivars 55 4.6 Glucose standard solution concentrations 76

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LIST OF FIGURES

Figure Page

2.1 Stem of Sugarcane 8 2.2 C3 and C4 plant anatomy 9 2.3 Leaf anatomy and C4 plant pathway 10 2.4 PEPcase mechanism inside Mesophyll and bundle sheath

cell 11

2.5 Chemical reactions involved in C4 and CAM photosynthesis

12

2.6 Calvin cycle products inside C4 plant cytoplasm 13 2.7 The number of mutations required to change from one

code to another 14

2.8 D-Glucose and D-Ribulose structure 18 2.9 Sucrose, Lactose and Maltose structure 19

2.10 Chemical structure of Indole-3-acetic acid (IAA) 21 2.11 Chemical structure of Kinetin 22 2.12 Chemical structure of Gibberellins 22 2.13 Chemical structure of Abscisic acid 22 2.14 Chemical structure of Ethylene 23 2.15 The relative concentration of auxin and cytokinin, typically

required for growth and morphogenesis 25

3.1 Sugarcane cultivars 29 3.2 Flowchart of methodology 30 3.3 Implen NanoPhotometer 34 3.4 YT&A cloning vector 36 3.5 Sugar emulsion of sugarcane for sugar measurement 46 3.6 Filtered solution of sugarcane emulsion for sugar

measurement. 46

3.7 Glucose standard solutions 48 4.1 Gel electrophoresis of RNA Isolated using Qiagen kit. 49 4.2 PCR products for PEPCase gene 52 4.3 Gel electrophoresis for colony PCR show the bands of

inserted PEPcase gene 53

4.4 Part from GG-PEPcase Secondary structure and disorder prediction

58

4.5 Part from GG-PEPcase templates model 59 4.6 Part from GG-PEPcase alignment with d1jqoa_template 60 4.7 3D structure of GG-PEPcase 62 4.8 3D structure of RG-PEPcase 63 4.9 3D structure of RR-PEPcase 64

4.10 3D structure of SC-PEPcase 65 4.11 Ligand Binding Site Prediction for GG-PEPcase, 67 4.12 Ligand Binding Site Prediction for RG-PEPcase, 68

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4.13 Ligand Binding Site Prediction for RR-PEPcase 69 4.14 Neighbor-joining Phylogenetic analysis of PEPcase 70 4.15 Plant tissue culturing stages of RG, samples preparation

and culturing 73

4.16 Plant tissue culturing stages of RR, samples preparation and culturing

74

4.17 Plant tissue culturing stages of GG, samples preparation and culturing

75

4.18 Glucose standard curve 77 4.19 Histogram for glucose concentration 78

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LIST OF APPENDICES

Appendices Page A DNA nucleotide code 91 B Amino acid code 92 C RNA sample treatment using DNase 93 D RNA sample preparation for non-

denaturing agarose gel 94

E Colony PCR reaction mixture 95 F BlastN results 96 G Motif scan 99 H Secondary structure, Domain analysis and

Templates model for GG 105

I Secondary structure, Domain analysis and Templates model for RG

109

J Secondary structure, Domain analysis and Templates model for RR

113

K The glucose readings of sugarcane cultivars 117 L Statistical Analysis 121

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CHAPTER 1

INTRODUCTION

Sugarcane is one of the most important crops from which 80% of the sugar is derived. Beside its valuable source for sugar, it has several other industrial uses which are unique to this important plant. It is used as an important source for products, like fibers which is used for various industrial applications and ethanol which is used as fuel for vehicles. This plant is adapted to tropical and subtropical areas. Sugarcane is a member of the grass family, Poaceae, classified under the Andropogoneae tribe; with maize and sorghum, as the closest relatives (Plomion et al., 2011).

There is great demand for sugar across the world because of its importance to a very wide range of food industries. However, sugar production nowadays does not meet the increased demand. The main product of sugarcane is sucrose which accumulates in the stalk internodes. The average yield of cane is about 60 tons per hectare per year. As approximately 12% of a cane stalk is sugar, one hectare can produce about 9 tons of sugar per year (James, 2004)

C4 plant has better adaptation than C3 plant to water stress, dry climate, high daytime temperatures, and nitrogen or CO2 limitation in tropical and warm area. This is because of the presence of phosphoenolpyruvate carboxylase (PEPcase) in C4 plants. Sugarcane is an example of C4 plants, same as maize and sorghum. The unique leaf structure of C4 plants that formed from surrounding the mesophyll cell around the bundle sheath cells, also helped a lot to enhance the photosynthesis process and make it more efficient.

The naming of C3 and C4 plants is because the first product of the CO2 fixation process during photosynthesis was 3-phosphoglycerate in C3 plant and it was oxaloacetate in C4 plants, respectively.

PEP carboxylase (PEPcase) is an enzyme in the carboxy-lyases family which is responsible to make the four-carbon compound, oxaloacetate. The first step of photosynthesis process starts when the CO2 molecules are absorbed from the environment and fixed in the chloroplast of the mesophyll cell as HCO3, then converts to four carbon atom molecules called oxaloacetate. The presence of PEPcase helps the uptake of much more CO2 molecules, which are stored in the mesophyll cell (Sage & Monson, 1998).

The oxaloacetate will be converted to malate by the presence of NADP malate dehydrogenase, which occurs in the chloroplast of the bundle sheath cell. The function of this molecule is to act as a transient store of the fixed CO2 and transferred to the bundle sheath cell where the malate compound is converted into two compounds, pyruvate with the presence of NADP malic enzyme and CO2, The pyruvate is exported to chloroplast in the mesophyll cell while the CO2 will be released to enter the Calvin‟s cycle where the sugar and starch will be synthesized.

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PEPcase is activated during night time in CAM plants whereas it is activated during the day in C4 plants. In both plants, the PEPcase enzyme is inhibited by malate and activated by glucose-6-phosphate (Paul, 2012; Zhao, et al., 2012).

Many techniques have been developed to increase sugar productivity from sugarcane. Among the techniques, tissue culture technique is commonly used to enhance the growth of the plant and the production of secondary metabolites by adding different mixture and composition of plant hormones (George et al., 2008).

Plant hormone synthesized naturally in higher plants, which is needed for plant growth and development. Auxin and cytokinin are two of the most important classes of the plant hormones. The function of auxin is to induce cell division, callus formation and cell elongation; whereas cytokinin has an important role in shoot induction and cell division, as well as in stimulating growth, cell development and bud formation. Although many studies have proven that plant growth regulators such as Gibberellin have effects on sugar biosynthesis, there are no studies on the effect of IAA and Kin on sugar content in sugarcane.

The effect of plant growth regulators may reach to the gene level. It is thought that cytokinins have an effect on mitosis, which are cell cycle promoters, in which the DNA replication is affected by auxins, which are also known as cell cycle inducers. Advanced replication of DNA in cultured cells can cause chromosome rearrangement. At the same time, the cells do not enter into cell division without cytokinin, thus, it is thought that cytokinins may cause a change in the DNA sequences during mitosis (George et al., 2008; Zhang et al., 2005).

There are studies on Gibberellin (GA3) that proved this hormone can increase the level of both starch and sucrose when applied to soybean leaves by increasing the activity of sucrose-phosphate synthase (SPS). The factors that affect sucrose synthesis can also affect starch synthesis. Spraying sugarcane with GA3 can increase the growth rate, plant height and sucrose content (Gayler & Glasziou, 1968; Lu et al., 2010).

When some changes like infection, mutation at the gene level occur or the mechanism of production changes from one generation to another, then some changes may occur in the gene sequence, which will lead to the structural and functional changes in individuals (Cadotte et al., 2012; Pevsner, 2009).

1.1 Problem Statement

There is a big industrial interest to increase sugar production from sugarcane. Even a small increase in the efficiency of producing sugar has significant economic impact for the large commercial market. This study is attempted to enhance the productivity of sugar from sugarcane, and to understand the PEPcase background.

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1.2 Objectives

The objectives of this study were:

1. To isolate PEPcase gene from three sugarcane cultivars GG, RR, and RG.

2. To analyze the PEPcase gene isolated from the three cultivars, using bioinformatic tools.

3. To determine the best medium to propagate the three cultivars through tissue culture technique, and to investigate the effects of IAA and Kin on sugar content in these three sugarcane cultivars.

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REFERENCES

Abdel-Latif, A. (2008). "Phosphoenolpyruvate carboxylase activity of wheat and maize seedlings subjected to salt stress.". Australian Journal of Basic and Applied Sciences, no. 1 37-41.

Allen, J. F., Gantt, E. & Golbeck, J. H. (2008). Photosynthesis: Energy from the Sun: 14th International Congress on Photosynthesis (Vol. 1): Springer.

Baker, D. & Sali, A. (2001). Protein structure prediction and structural genomics. Science Signalling, 294(5540), 93.

Barb, A. W., Xu Wang, and Prestegard J. H. (2013). "Refolded recombinant Siglec5 for NMR investigation of complex carbohydrate binding." Protein Expression and Purification 88.2: 183-189.

Beck & B, C. (2010). An introduction to plant structure and development: plant anatomy for the twenty-first century: Cambridge University Press 36(2).

Besnard, G., Offmann, B., Robert, C., Rouch, C. & Cadet, F. (2002). Assessment of the C 4 phosphoenolpyruvate carboxylase gene diversity in grasses (Poaceae). TAG Theoretical and Applied Genetics, 105(2), 404-412.

Bidlack, J. E. & Jansky, S. (2011). Stern's Introductory plant biology: McGraw-Hill New York, NY.

Blankenship, R. E. (2002). Molecular Mechanisms of Photosynthesis: Blackwell Science.

Bruinsma, J. (2003). World agriculture: towards 2015/2030: an FAO perspective: Earthscan/James & James.

Cadotte, M. W., Dinnage, R. & Tilman, D. (2012). Phylogenetic diversity promotes ecosystem stability. Ecology, 93 (sp8 ), S223-S233

Chawla, H. (2002). Introduction to plant biotechnology: Science Pub Incorporated.

Cheikh, N. & Brenner, M. L. (1992). Regulation of key enzymes of sucrose biosynthesis in soybean leaves effect of dark and light conditions and role of gibberellins and abscisic acid. Plant Physiology, 100 (3), 1230-1237.

Chen (2012). The growth model for tissue culture plantlets of oncidium. Propegation of Ornamental Plants, 12(4)- 202-208.

Claverie, J.-M. (2000). Bioinformatics For Dummies (2nd eddition ed.): Wiley. Cole, C., Barber, J. D. & Barton, G. J. (2008). The Jpred 3 secondary

structure prediction server. Nucleic Acids Research, 36 (suppl 2 ), W197-W201

Couselo, J. L., Corredoira, E., Vieitez, A. M. & Ballester, A. (2012). Plant tissue culture of fast-growing trees for phytoremediation research. Methods in molecular biology (Clifton, NJ), 877, 247.

Cruz , Dien BS, Nichols NN, Saha BC & MA., C. (2012). Hydrothermal pretreatment of sugarcane bagasse using response surface methodology improves digestibility and ethanol production by SSF. Journal of Industrial Microbiology and Biotechnology, 39(3):439-47.

Dagla, H. (2012). Plant tissue culture. Resonance, 17 (8 ), 759-767 Davies, P. J. (2010). The plant hormones: their nature, occurrence, and

functions. Plant Hormones, 1-15.

Page 24: UNIVERSITI PUTRA MALAYSIApsasir.upm.edu.my/49998/1/FS 2014 15RR.pdf · UNIVERSITI PUTRA MALAYSIA . ISOLATION AND IN SILICO ANALYSIS OF ... komposisi yang berbeza dan kepekatan hormon

© COPYRIG

HT UPM

86

Dress, A., Huber, K. T., Koolen, J., Moulton, V. & Spillner, A. (2012). Basic Phylogenetic Combinatorics: Cambridge University Press.

Duwenig, E. & Loyall, L. (2006). Expression cassettes for seed-preferential expression in plants. 2,006,089,950.

Edwin F. George, G.-J. D. K., Michael A. Hall (2010). Plant Propagation by Tissue Culture: (Vol. 1 ): Springer.

Ernest, V., Shiny, P., Mukherjee, A. & Chandrasekaran, N. (2012). Silver nanoparticles: a potential nanocatalyst for the rapid degradation of starch hydrolysis by alpha-amylase. Carbohydrate Research, 352 60-64

Esko, J. & Sharon, N. (2009). Essentials of glycobiology. Varki, A, 321-333. Farrell, S. (2011). Biochemistry. Marry Finch. Folin, O. & Wu, H. (1920). A system of blood analysis Supplement I. A

simplified and improved method for determination of sugar. Journal of Biological Chemistry, 41(3), 367-374.

Garg, H. G., Cowman, M. K. & Hales, C. A. (2008). Carbohydrate chemistry, biology and medical applications: Elsevier Science.

Gayler, K. & Glasziou, K. (1968). Plant enzyme synthesis: hormonal regulation of invertase and peroxidase synthesis in sugar cane. Planta, 84 (2 ), 185-194

George, E. F., Hall, M. A. & Klerk, G. J. (2008). Plant propagation by tissue culture. Volume 1: the background: Springer-Verlag GmbH.

Georgescu, M., Lobell, D., Field, C. & Mahalov, A. (2012). Simulated hydroclimatic impacts of projected Brazilian sugarcane expansion. Geophysical Research Letters, 40 (5 ), 972-977, 916

Goldemberg, J. (2012). Sugarcane Ethanol: Strategies to a Successful Program in Brazil. Advanced Biofuels and Bioproducts, 13-20.

Gowik, Engelmann, S., Bläsing, O., Raghavendra, A. & Westhoff, P. (2006). Evolution of C 4 phosphoenolpyruvate carboxylase in the genus Alternanthera: gene families and the enzymatic characteristics of the C 4 isozyme and its orthologues in C 3 and C 3/C 4 Alternantheras. Planta, 223(2), 359-368.

Hall, B. G. (2008). Phylogenetic Trees Made Easy: A How To Manual, Fourth Edition.

Hasan, A. B., Mustafa, R., Alias, A. J., Hashim, A. T., Anuar, K. & Ahmad, S. (2012). Development of Oil Palm Tissue Culture Weight Measurement System. International Journal of Electronics, Computer and Communications Technologies, 2 (3 ), 1-5.

Heldt, H. W. & Piechulla, B. (2010). Plant biochemistry: Academic Press. Herdt, R. W. (2006). Biotechnology in agriculture. Annu. Rev. Environ.

Resour., 31, 265-295. Hermans, J. r. & Westhoff, P. (1992). Homologous genes for the C4 isoform

of phosphoenolpyruvate carboxylase in a C3 and a C4 Flaveria species. Molecular and General Genetics MGG, 234 (2 ), 275-284.

Hoque, M. S. (1998). Properties Of Polyphenoloxidase Of Sugarcane And Development Of Methods To Prevent Discolouration Of Juice. Universiti Putra Malaysia.

Hornback, J. M. (2005). Organic Chemistry.

Page 25: UNIVERSITI PUTRA MALAYSIApsasir.upm.edu.my/49998/1/FS 2014 15RR.pdf · UNIVERSITI PUTRA MALAYSIA . ISOLATION AND IN SILICO ANALYSIS OF ... komposisi yang berbeza dan kepekatan hormon

© COPYRIG

HT UPM

87

Huh, G. H., Kim, Y. H. & Kim, B. M. (2012). Promoter from sweet potato ran GTPase gene for the high level expression in plant-tissue culture and vector using the same: Google Patents.

Hunt, J. (2012). Tissue culture demand growing in Proserpine. Australian Canegrower 20

James, G. (2004). Sugarcane.Wiley.com. James, G. (2008). Sugarcane: Wiley. com. Jeanneau, M., Vidal, J., Dupont, G., Lebouteiller, B., Hodges, M., Gerentes,

D., et al. (2002). Manipulating PEPC levels in plants. Journal of Experimental Botany, 53(376), 1837-1845.

Jefferys, B. R., Kelley, L. A. & Sternberg, M. J. E. (2010). Protein folding requires crowd control in a simulated cell. Journal of Molecular Biology, 397 (5 ), 1329-1338.

Jian-sheng (2010). Effects of Plant Hormones in Regulating Sucrose Synthase Activity and Grain Filling of Rice. Chinese, 25.

Joseph Sambrook, D. W. R. (2001). molecular cloning A laboratory manual Kabunga, N. S., Dubois, T. & Qaim, M. (2012). Yield effects of tissue culture

bananas in Kenya: accounting for selection bias and the role of complementary inputs. Journal of Agricultural Economics 63 (2), 444-464

Kaur, S., Gupta, A. K. & Kaur, N. (2000). Effect of GA3, kinetin and indole acetic acid on carbohydrate metabolism in chickpea seedlings germinating under water stress. Plant Growth Regulation, 30 (1), 61-70.

Kelley & Sternberg (2009). Protein structure prediction on the Web: a case study using the Phyre server. Nature protocols, 4 (3), 363-371.

Khan, M. I. (1970). study of invertases from taraxacum roots. Pakistan journal of Botany.

Leigh, G. J. I. (1990). Nomenclature of inorganic chemistry: recommendations 1990: Blackwell Scientific Publications Oxford.

León, P. & Sheen, J. (2003). Sugar and hormone connections. Trends in Plant Science, 8(3), 110-116.

Li, H., Zhao, X., Dai, H., Wu, W., Mao, W. & Zhang, Z. (2012). Tissue Culture Responsive MicroRNAs in Strawberry. Plant Molecular Biology Reporter, 30 (4), 1047-1054.

Limpon, B. (2012). Homology Modeling and Docking to Potential Novel Inhibitor for Chikungunya (37997) Protein nsP2 Protease. Journal of Proteomics & Bioinformatics, 5 (054-059 ).

Lira, M. (2013). Effect of different NaCl levels in nutrient solution on the Pennisetum spp. genotypes. Journal of Plant Breeding and Crop Science, 5 (1 ), 1-5

Liu, H., Edwards, E. J., Freckleton, R. P. & Osborne, C. P. (2012). Phylogenetic niche conservatism in C 4 grasses. Oecologia, 1-11.

Lu, J., Lei, C., Zha, L., Li, X., Fang, J. & Zhuang, W. (2010). A Study on the Application and Residues of Plant Growth Regulators in the Fruit Sugarcane Grown in the Sub-Suitable Region. Journal of Agricultural Science, 2(4), p254.

Matsumura H, Shirakata S, Inoue T, Yoshinaga T, Ueno Y, Izui K, et al. (2002). Crystal structures of C4 form maize and quaternary complex of E. coli phosphoenolpyruvate carboxylases. Structure, 10(12).

Page 26: UNIVERSITI PUTRA MALAYSIApsasir.upm.edu.my/49998/1/FS 2014 15RR.pdf · UNIVERSITI PUTRA MALAYSIA . ISOLATION AND IN SILICO ANALYSIS OF ... komposisi yang berbeza dan kepekatan hormon

© COPYRIG

HT UPM

88

Matsuoka, M. & Hata, S. (1987). Comparative studies of phosphoenolpyruvate carboxylase from C3 and C4 plants. Plant Physiology, 85 (4 ), 947-951.

Miller, C. O., Skoog, F., Okumura, F., Von Saltza, M. & Strong, F. (1956). Isolation, Structure and Synthesis of Kinetin, a Substance Promoting Cell Division1, 2. Journal of the American Chemical Society, 78(7), 1375-1380.

Mishra & Nawin (2011). Introduction to Proteomics: Principles and Applications (Vol. 148 ): Wiley. com

Mok, D. W. S. & Mok, M. C. (2001). Cytokinin metabolism and action. Annual Review of Plant Biology, 52(1), 89-118.

Morrisset & Louise, B. (1979). Photosynthetic variation in sorghum as affected by water stress: Texas Tech University.

Nawi, N. M., Jensen, T. & Chen, G. (2012). The application of spectroscopic methods to predict sugarcane quality based on stalk cross-sectional scanning. Journal of American Society of Sugar Cane Technologists, 32, 16-27.

Neelwarne, B. (2012). Cell and Tissue Culture Studies in Beta vulgaris L. Red Beet Biotechnology, 175-198.

O'Rorke, R., Lavery, S., Chow, S., Takeyama, H., Tsai, P., Beckley, L. E., et al. (2004). Determining the Diet of Larvae of Western Rock Lobster (Panulirus cygnus) Using High-Throughput DNA Sequencing Techniques. PloS One 7 (8 ), e42757

Ohlson, T., Wallner, B. & Elofsson, A. (2004). Profile-profile methods provide improved fold-recognition: a study of different profile-profile alignment methods. PROTEINS: Structure, Function, and Bioinformatics, 57 (1), 188-197.

Oloriz, Gil, V., Rojas, L., Portal, O., Izquierdo, Y., Jimenez, E., et al. (2012). Sugarcane genes differentially expressed in response to Puccinia melanocephala infection: identification and transcript profiling. Plant Cell Reports, 31 (5 ), 955-969

Ou, S., Zhao, J., Wang, Y., Tian, Y. & Wang, J. (2012). Preparation of octacosanol from filter mud produced after sugarcane juice clarification. LWT-Food Science and Technology, 45 (2 ), 295-298

Panahi, Moshtaghi & Torktaz (2012). Homology Modeling and Structural Analysis of NHX Antiporter of Leptochloa fusca (L.). J Proteomics Bioinform, 5, 214-216.

Paterson & Andrew (2012). Genomics of the Saccharinae. (Vol. 11): Plant Genetics and Genomics.

Paul, M. (2012). Photosynthesis. Plastid biology, energy conversion and carbon assimilation. Annals of Botany.

Perdew, John & Jeffrey (2006). Regulation of Gene Expression: Molecular Mechanisms: Humana Press Inc.

Pevsner, J. (2009). Bioinformatics and Functional Genomics. Plomion, C., Bousquet, J. & Kole, C. (2011). Genetics, Genomics and

Breeding of Conifers: Science Pub Incorporated. Poelaert, C., Boudry, C., Portetelle, D., Thewis, A. & Bindelle, J. r. m. (2012).

Influence of reducing agent on microbial fermentation characteristics using an in vitro gas production method.

Page 27: UNIVERSITI PUTRA MALAYSIApsasir.upm.edu.my/49998/1/FS 2014 15RR.pdf · UNIVERSITI PUTRA MALAYSIA . ISOLATION AND IN SILICO ANALYSIS OF ... komposisi yang berbeza dan kepekatan hormon

© COPYRIG

HT UPM

89

Preece, J. E., Vahdati, K., Compton, P. J., Ibanez, A. M., Tran, Q., Gunawan, D., et al. (2012). Regeneration systems for pyramiding disease resistance into walnut rootstocks. Paper presented at the Walnut Research Conference.

Raghavendra, A. S. & Sage, R. F. (2011). C Four Photosynthesis and Related CO Two Concentrating Mechanisms (Vol. 32): Springer.

Robert Nicholas Trigiano, D. J. G. (2010). Plant Tissue Culture, Development, and Biotechnology.

Robyt, J. (1998). Essentials of carbohydrate chemistry: Springer. Rossetto, M. R. M., Purgatto, E., do Nascimento, J. R. O., Lajolo, F. M. &

Cordenunsi, B. R. (2003). Effects of gibberellic acid on sucrose accumulation and sucrose biosynthesizing enzymes activity during banana ripening. Plant Growth Regulation, 41(3), 207-214.

Roy, A. & Zhang, Y. (2012). Protein Structure Prediction. eLS, 10.1002/9780470015902.a0003031.pub2.

Russell, P. J., Hertz, P. E. & McMillan, B. (2011). Biology: The Dynamic Science: Cengage Learning.

Saad, A. I. & Elshahed, A. M. (2012). Plant Tissue Culture Media: CRC Press.

Sage, R. F. & Monson, R. K. (1998). C4 Plant Biology: Academic Press. Schlosser, A. J., Martin, J. M., Hannah, L. C. & Giroux, M. J. (2012). The

maize leaf starch mutation has diminished field growth and productivity. Crop Science, 52(2), 700-706.

Schwarzenbach, R. P., Gschwend, P. M. & Imboden, D. M. (2002). Environmental organic chemistry: Wiley-Interscience.

Seeberger, P. H. & Werz, D. B. (2007). Synthesis and medical applications of oligosaccharides. Nature, 446(7139), 1046-1051.

Sen, A. (2012). Oxidative Stress Studies in Plant Tissue Culture: Researchgate.

Shahsavari, E., Maheran, A., Siti Nor Akmar, A. & Hanafi, M. (2012). The effect of plant growth regulators on optimization of tissue culture system in Malaysian upland rice. African Journal of Biotechnology, 9(14), 2089-2094.

Sharon, N. & Lis, H. (2004). History of lectins: from hemagglutinins to biological recognition molecules. Glycobiology, 14(11), 53R-62R.

Shinozaki, K., Ohme, M., Tanaka, M., Wakasugi, T., Hayashida, N., Matsubayashi, T., et al. (1986). The complete nucleotide sequence of the tobacco chloroplast genome: its gene organization and expression. The EMBO Journal, 5(9), 2043.

Singh, Wawrosch, SD Joshi & Kopp, B. (2012). Micropropagation of Bauhinia variegata L. from Tissue Culture. Nepal Journal of Science and Technology, Vol. 13, No. 1 (2012) 39-41.

Slameto, S., Sugiharto, B., Basuki, N. & Sulistyowati, L. (2012). Study of expression of sugarcane sucrose transporter cDNA in yeast. AGRIVITA, Journal of Agricultural Science, 33(3), pp. 227-232.

Smith, A. A. & Caruso, A.(2013) In silico characterization and homology modeling of a cyanobacterial phosphoenolpyruvate carboxykinase enzyme: Structural Biology (10)

Smith, R. H. (2012). Plant tissue culture: techniques and experiments: Academic Press.

Page 28: UNIVERSITI PUTRA MALAYSIApsasir.upm.edu.my/49998/1/FS 2014 15RR.pdf · UNIVERSITI PUTRA MALAYSIA . ISOLATION AND IN SILICO ANALYSIS OF ... komposisi yang berbeza dan kepekatan hormon

© COPYRIG

HT UPM

90

Somogyi, M. & Nelson, N. (1962). Determination of reducing sugars and carbohydrates In: Whistler R, Wolprom M. ed. Methods in carbohydrate chemistry, 380-394.

Taylor, M. E. & Drickamer, K. (2006). Introduction to glycobiology (Vol. 255): Oxford university press Oxford.

Tiwari, M. D. & Vaish, A. (2012). Green Energy: River Publishers. Wang, H., Cheng, J., Cheng, Y. & Zhou, X. (2012). Study Progress on

Tissue Culture of Maize Mature Embryo. Physics Procedia, 25, 2225-2227.

Wass, M. N., Kelley, L. A. & Sternberg, M. J. E. (2010). 3DLigandSite: predicting ligand-binding sites using similar structures. Nucleic Acids research, 38 (suppl 2 ), W469-W473

Watson, J. D., Laskowski, R. A. & Thornton, J. M. (2005). Predicting protein function from sequence and structural data. Current Opinion in Structural Biology, 15(3), 275-284.

Woodward, A. W. & Bartel, B. (2005). Auxin: regulation, action, and interaction. Annals of Botany, 95(5), 707-735.

Xiao, L., ShuAng, L., XiaoFei, H., Na, X. & ChangYang, J. (2012). Study on tissue culture and establishment of regeneration system in vitro of Ranunculus sceleratus. Acta Agriculturae Jiangxi, 24(5), 73-75.

Yang, S., Fang, J.-p. & Wang, Y. (2012). Study on Influencing Factors on Browning Rate of Explants in Tissue Culture of Gymnadenia conopsea. Guizhou Agricultural Sciences, 1, 007.

Yao, Y., Xue, R., Du Xingcui, Z. S., Qiaohui, G. & Qixian, L. (2012). Tissue Culture of Gerbera jamesonii. Journal of Agriculture, 3, 008.

Yue, J., Hu, X., Sun, H., Yang, Y. & Huang, J. (2012). Widespread impact of horizontal gene transfer on plant colonization of land. Nature Communications, 3, 1152.

Zhang, K., Diederich, L. & John, P. C. L. (2005). The cytokinin requirement for cell division in cultured Nicotiana plumbaginifolia cells can be satisfied by yeast Cdc25 protein tyrosine phosphatase. Implications for mechanisms of cytokinin response and plant development. Plant Physiology, 137 (1 ), 308-316

Zhao, H., Zhou, Q., Zhou, M., Li, C., Gong, X., Liu, C., et al. (2012). Magnesium Deficiency Results in Damage of Nitrogen and Carbon Cross-talk of Maize and Improvement by Cerium Addition. Biological Trace Element Research, 1-8.