ISSN: 1412-033X E-ISSN: 2085-4722
Front cover: Zosterops palpebrosus Temminck, 1824 (PHOTO:KAMANG)
Published monthly PRINTED IN INDONESIA
E-ISSN: 2085-4722 ISSN: 1412-033X
J o u r n a l o f B i o l o g i c a l D i v e r s i t y
V o l u m e 2 0 – N u m b e r 8 – A u g u s t 2 0 1 9
ISSN/E-ISSN:
1412-033X (printed edition), 2085-4722 (electronic)
EDITORIAL BOARD (COMMUNICATING EDITORS):
Abdel Fattah N.A. Rabou (Palestine), Agnieszka B. Najda (Poland), Alan J. Lymbery (Australia), Alireza Ghanadi (Iran), Ankur Patwardhan (India), Bambang H. Saharjo (Indonesia), Daiane H. Nunes (Brazil), Darlina Md. Naim (Malaysia), Ghulam Hassan Dar (India), Faiza Abbasi (India), Hassan Pourbabaei (Iran), I Made Sudiana (Indonesia), Ivan Zambrana-Flores (United Kingdom), Joko R.
Witono (Indonesia), Katsuhiko Kondo (Japan), Krishna Raj (India), Livia Wanntorp (Sweden), M. Jayakara Bhandary (India), Mahdi Reyahi-Khoram (Iran), Mahendra K. Rai (India), Mahesh K. Adhikari (Nepal), Maria Panitsa (Greece), Muhammad Akram (Pakistan),
Mochamad A. Soendjoto (Indonesia), Mohib Shah (Pakistan), Mohamed M.M. Najim (Srilanka), Morteza Eighani (Iran), Pawan K.
Bharti (India), Paul K. Mbugua (Kenya), Rasool B. Tareen (Pakistan), Seweta Srivastava (India), Seyed Aliakbar Hedayati (Iran), Shahabuddin (Indonesia), Shahir Shamsir (Malaysia), Shri Kant Tripathi (India), Stavros Lalas (Greece), Subhash Santra (India),
Sugiyarto (Indonesia), T.N. Prakash Kammardi (India) EDITOR-IN-CHIEF:
S u t a r n o
EDITORIAL MEMBERS:
English Editors: Graham Eagleton ([email protected]), Suranto ([email protected]); Technical Editor: Solichatun ([email protected]), Artini Pangastuti ([email protected]); Distribution & Marketing: Rita Rakhmawati
([email protected]); Webmaster: Ari Pitoyo ([email protected]) MANAGING EDITORS:
Ahmad Dwi Setyawan ([email protected]) PUBLISHER:
The Society for Indonesian Biodiversity CO-PUBLISHER:
Department of Biology, Faculty of Mathematics and Natural Sciences, Sebelas Maret University, Surakarta ADDRESS:
Jl. Ir. Sutami 36A Surakarta 57126. Tel. +62-271-7994097, Tel. & Fax.: +62-271-663375, Email: [email protected] ONLINE:
biodiversitas.mipa.uns.ac.id
EXPERTISE AND CORRESPONDING EMAIL OF THE COMMUNICATING EDITORS:
GENETIC DIVERSITY: Agnieszka B. Najda ([email protected]), Alan J. Lymbery ([email protected]), Darlina Md. Naim ([email protected]), Mahendra K. Rai ([email protected]).
SPECIES DIVERSITY: Joko R. Witono ([email protected]), Katsuhiko Kondo ([email protected]), Livia Wanntorp ([email protected]), Mahesh K. Adhikari ([email protected]), Maria Panitsa ([email protected]), Mohib Shah
([email protected]), Paul K. Mbugua ([email protected]), Rasool B. Tareen ([email protected]).
ECOSYSTEM DIVERSITY: Abdel Fattah N.A. Rabou ([email protected]), Alireza Ghanadi ([email protected]), Ankur Patwardhan ([email protected]), Bambang H. Saharjo ([email protected]), Daiane H. Nunes ([email protected]),
Faiza Abbasi ([email protected]), Ghulam Hassan Dar ([email protected]), Hassan Pourbabaei
([email protected]), I Made Sudiana ([email protected]), Ivan Zambrana-Flores ([email protected]), Krishna Raj ([email protected]), Mahdi Reyahi-Khoram ([email protected]), Mochamad A. Soendjoto ([email protected]),
Mohamed M.M. Najim ([email protected]), Morteza Eighani ([email protected]), Pawan K. Bharti ([email protected]), Seweta Srivastava ([email protected]), Seyed Aliakbar Hedayati ([email protected]), Shahabuddin ([email protected]), Shahir Shamsir ([email protected]), Shri Kant Tripathi ([email protected]), Stavros Lalas ([email protected]), Subhash Santra ([email protected]), Sugiyarto ([email protected]), T.N.Prakash Kammardi
ETHNOBIOLOGY: M. Jayakara Bhandary ([email protected]), Muhammad Akram ([email protected]).
Society for Indonesia Biodiversity
Sebelas Maret University Surakarta
Published by Smujo International for The Society for Indonesia Biodiversity and Sebelas Maret University Surakarta
GUIDANCE FOR AUTHORS
Aims and Scope Biodiversitas, Journal of Biological Diversity or abbreviated as Biodiversitas encourages submission of manuscripts dealing with all biodiversity aspects of plants, animals and microbes at the level of the gene, species, and ecosystem as well as ethnobiology.
Article types The journal seeks original full-length research papers, reviews, and short communication. Manuscript of original research should be written in no more than 8,000 words (including tables and picture), or proportional with articles in this publication number. Review articles will be accommodated, while, short communication should be written at least 2,000 words, except for pre-study.
Submission The journal only accepts online submission, through open journal system (https://smujo.id/biodiv/about/submissions) or email to the editors at [email protected]. Submitted manuscripts should be the original works of the author(s). The manuscript must be accompanied by a cover letter containing the article title, the first name and last name of all the authors, a paragraph describing the claimed novelty of the findings versus current knowledge. Submission of a manuscript implies that the submitted work has not been published before (except as part of a thesis or report, or abstract); and is not being considered for publication elsewhere. When a manuscript written by a group, all authors should read and approve the final version of the submitted manuscript and its revision; and agree the submission of manuscripts for this journal. All authors should have made substantial contributions to the concept and design of the research, acquisition of the data and its analysis; drafting of the manuscript and correcting of the revision. All authors must be responsible for the quality, accuracy, and ethics of the work.
Ethics Author(s) must obedient to the law and/or ethics in treating the object of research and pay attention to the legality of material sources and intellectual property rights.
Copyright If and when the manuscript is accepted for publication, the author(s) still hold the copyright and retain publishing rights without restrictions. Authors or others are allowed to multiply article as long as not for commercial purposes. For the new invention, authors are suggested to manage its patent before published.
Open access The journal is committed to free-open access that does not charge readers or their institutions for access. Readers are entitled to read, download, copy, distribute, print, search, or link to the full texts of articles, as long as not for commercial purposes. The license type is CC-BY-NC-SA.
Acceptance The only articles written in English (U.S. English) are accepted for publication. Manuscripts will be reviewed by editors and invited reviewers(double blind review) according to their disciplines. Authors will generally be notified of acceptance, rejection, or need for revision within 1 to 2 months of receipt. The manuscript is rejected if the content does not in line with the journal scope, does not meet the standard quality, inappropriate format, complicated grammar, dishonesty (i.e. plagiarism, duplicate publications, fabrication of data, citations manipulation, etc.), or ignoring correspondence in three months. The primary criteria for publication are scientific quality and biodiversity significance. Uncorrected proofs will be sent to the corresponding author by email as .doc or .docx files for checking and correcting of typographical errors. To avoid delay in publication, corrected proofs should be returned in 7 days. The accepted papers will be published online in a chronological order at any time, but printed in the early of each month (12 times).
A charge Starting on January 1, 2019, publishing costs waiver is granted to authors of graduate students from Least Developed Countries, who first publish the manuscript in this journal. However, other authors are charged USD 250 (IDR 3,500,000). Additional charges may be billed for language editing, USD 75-150 (IDR 1,000,000-2,000,000).
Reprints The sample journal reprint is only available by special request.
Additional copies may be purchased when ordering by sending back the uncorrected proofs by email.
Manuscript preparation Manuscript is typed on A4 (210x297 mm2) paper size, in a single column, single space, 10-point (10 pt) Times New Roman font. The margin text is 3 cm from the top, 2 cm from the bottom, and 1.8 cm from the left and right. Smaller lettering size can be applied in presenting table and figure (9 pt). Word processing program or additional software can be used, however, it must be PC compatible and Microsoft Word based (.doc or .rtf; not .docx). Scientific names of species (incl. subspecies, variety, etc.) should be written in italic, except for italic sentence. Scientific name (genera, species, author), and cultivar or strain should be mentioned completely for the first time mentioning it in the body text, especially for taxonomic manuscripts. Name of genera can be shortened after first mentioning, except generating confusion. Name of the author can be eliminated after first mentioning. For example, Rhizopus oryzae L. UICC 524, hereinafter can be written as R. oryzae UICC 524. Using trivial name should be avoided, otherwise generating confusion. Biochemical and chemical nomenclature should follow the order of the IUPAC - IUB. For DNA sequence, it is better used Courier New font. Symbols of standard chemical and abbreviation of chemistry name can be applied for common and clear used, for example, completely written butilic hydroxyl toluene (BHT) to be BHT hereinafter. Metric measurement use IS denomination, usage other system should follow the value of equivalent with the denomination of IS first mentioning. Abbreviations set of, like g, mg, mL, etc. do not follow by dot.
Minus index (m-2, L-1, h-1) suggested to be used, except in things like "per- plant" or "per-plot". Equation of mathematics does not always can be written
down in one column with text, in that case can be written separately. Number one to ten are expressed with words, except if it relates to measurement, while values above them written in number, except in early sentence. The fraction should be expressed in decimal. In the text, it should be used "%" rather than
"percent". Avoid expressing ideas with complicated sentence and verbiage, and used efficient and effective sentence.
Title of the article should be written in compact, clear, and informative sentence, preferably not more than 20 words. Name of author(s) should be completely written. Name and institution address should also be completely written with street name and number (location), postal code, telephone number, facsimile number, and email address. Manuscript written by a group, author for correspondence along with address is required. First page of the manuscript is used for writing above information.
Abstract should not be more than 200 words. Keywords is about five words, covering scientific and local name (if any), research theme, and special methods which used; and sorted from A to Z. All important abbreviations must be defined at their first mention. Running title is about five words.
Introduction is about 400-600 words, covering the background and aims of the research. Materials and Methods should emphasize on the procedures and data analysis. Results and Discussion should be written as a series of connecting sentences, however, for manuscript with long discussion should be divided into subtitles. Thorough discussion represents the causal effect mainly explains for why and how the results of the research were taken place, and do not only re-express the mentioned results in the form of sentences.
Concluding sentence should be given at the end of the discussion.
Acknowledgments are expressed in a brief; all sources of institutional, private and corporate financial support for the work must be fully acknowledged, and any potential conflicts of interest are noted.
Figures and Tables of maximum of three pages should be clearly presented. Title of a picture is written down below the picture, while title of a table is written above the table. Colored figures can only be accepted if the information in the manuscript can lose without those images; chart is preferred to use black and white images. Author could consign any picture or photo for the front cover, although it does not print in the manuscript. All images property of others should be mentioned source. There is no appendix, all data or data analysis are incorporated into Results and Discussions. For broad data, it can be displayed on the website as a supplement.
References Author-year citations are required. In the text give the authors name followed by the year of publication and arrange from oldest to newest and from A to Z. In citing an article written by two authors, both of them should be mentioned, however, for three and more authors only the first author is mentioned followed by et al., for example: Saharjo and Nurhayati (2006) or (Boonkerd 2003a, b, c; Sugiyarto 2004; El-Bana and Nijs 2005; Balagadde et al. 2008; Webb et al. 2008). Extent citation as shown with word "cit" should be avoided. Reference to unpublished data and personal communication should not appear in the list but should be cited in the text only (e.g., Rifai MA 2007, pers. com. (personal communication); Setyawan AD 2007, unpublished data). In the reference list, the references should be listed in an alphabetical order (better, if only 20 for research papers). Names of journals should be abbreviated. Always use the standard abbreviation of a journal's name according to the ISSN List of Title Word Abbreviations (www.issn.org/2- 22661-LTWA-online.php). The following examples are for guidance.
Journal:
Saharjo BH, Nurhayati AD. 2006. Domination and composition structure change at hemic peat natural regeneration following burning; a case study in Pelalawan, Riau Province. Biodiversitas 7: 154-158.
Book:
Rai MK, Carpinella C. 2006. Naturally Occurring Bioactive Compounds.
Elsevier, Amsterdam.
Chapter in book:
Webb CO, Cannon CH, Davies SJ. 2008. Ecological organization, biogeography, and the phylogenetic structure of rainforest tree communities. In: Carson W, Schnitzer S (eds) Tropical Forest Community Ecology. Wiley-Blackwell, New York.
Abstract:
Assaeed AM. 2007. Seed production and dispersal of Rhazya stricta. 50th annual symposium of the International Association for Vegetation Science, Swansea, UK, 23-27 July 2007.
Proceeding:
Alikodra HS. 2000. Biodiversity for development of local autonomous government. In: Setyawan AD, Sutarno (eds.) Toward Mount Lawu National Park; Proceeding of National Seminary and Workshop on Biodiversity Conservation to Protect and Save Germplasm in Java Island.
Universitas Sebelas Maret, Surakarta, 17-20 July 2000. [Indonesian]
Thesis, Dissertation:
Sugiyarto. 2004. Soil Macro-invertebrates Diversity and Inter-Cropping Plants Productivity in Agroforestry System based on Sengon. [Dissertation].
Universitas Brawijaya, Malang. [Indonesian]
Information from internet:
Balagadde FK, Song H, Ozaki J, Collins CH, Barnet M, Arnold FH, Quake SR, You L. 2008. A synthetic Escherichia coli predator-prey ecosystem.
Mol Syst Biol 4: 187. www.molecularsystemsbiology.com
TABLE OF CONTENT
BIODIVERSITAS ISSN: 1412-033X
Volume 20, Number 8, August 2019 E-ISSN: 2085-4722
Pages: 2134-2142 DOI: 10.13057/biodiv/d200806
Genetic diversity of Pongamia pinnata in Bali, Indonesia using Inter Simple Sequence Repeat markers
NI LUH ARPIWI♥, I GUSTI AYU SUGI WAHYUNI, I KETUT MUKSIN
Department of Biology, Faculty of Mathematics and Natural Sciences, Universitas Udayana. Jl. Raya Kampus Unud No. 9, Jimbaran, Badung 80361, Bali, Indonesia. Tel.: +62-361-701954, email: [email protected]
Manuscript received: 10 June 2019. Revision accepted: 12 July 2019.
Abstract. Arpiwi NL, Wahyuni IGAS, Muksin IK. 2019. Genetic diversity of Pongamia pinnata in Bali, Indonesia using Inter Simple Sequence Repeat markers. Biodiversitas 20: 2134-2142. Pongamia pinnata (L.) Pierre is a member of family Leguminosae that produces seed oil for biodiesel feedstock. The aim of the present study was to determine genetic diversity of pongamia trees that grow in Bali using Inter Simple Sequence Repeat (ISSR) markers. This study is important to support the breeding program for the improvement of the biodiesel producing species. Leaf samples were taken from 26 pongamia trees grown on northern and southern coastal areas of Bali. Genomic DNA was isolated from fresh leaves sample and was amplified by Polymerase Chain Reaction (PCR) using 9 ISSR primers. The banding patterns of DNA after PCR were scored and tabulated into a binary matrix. Genetic distance was generated by pairwise distance using composite maximum likelihood. A dendrogram was constructed using Unweighted Pair Group Method Arithmetic (UPGMA) method. The binary matrix was further analyzed for Nonmetric Multidimensional Scaling (NMDS) with Primer E V.6 software. DNA concentrations ranged from 98.59-100.55 ng/μL with sufficient quality for PCR. The number of alleles for 9 primers was 43, the number of the polymorphic band was 35, and the number of monomorphic bands was 8. Percentage of polymorphism ranged from 50 to 100%. Cluster analysis of 26 DNA of pongamia trees showed that the trees were grouped into two, namely group I and II. Group I consisted of two trees only, namely Uma Anyar 1 and Penarukan 1. Group II consisted of 24 pongamia trees which were divided into 3 subgroups, namely IIA, IIB, and IIC with close genetic distance. Analysis of NMDS supported cluster analysis that 23 out of 26 pongamia trees had close genetic distance, and possibly they come from a similar source. Genetic diversity of pongamia in Bali needs to be widen possibly by the introduction of new planting materials from across Indonesia or seed procurement from different sources.
Keywords: Bali, genetic diversity, ISSR, Pongamia pinnata
INTRODUCTION
Pongamia pinnata (L.) Piere known as pongamia is a plant belonging to the family Leguminosae that has the potential to be used as a raw material for biodiesel and generally grows on the coast naturally (Arpiwi et al.
2013a). Pongamia cultivation is very important to support the diversification of renewable energy sources, especially biodiesel. One step of development is the selection of pongamia trees to get the best phenotype, which is known as plus tree that can be used as parent trees in vegetative propagation (Kesari et al. 2008). The conventional selection method, however, is greatly influenced by environmental factors and molecular data such the existence of genetic diversity is important to support breeding for the improvement of the species (Sharma et al.
2011).
Pongamia is a perennial plant able to grow on critical lands such as infertile and saline soils so that the cultivation of this plant will not compete with fertile agricultural land and will not interfere with the productivity of agricultural crops (Moser 2009). In the infertile soil, pongamia is able to absorb free nitrogen from the air through symbiosis with nitrogen-fixing bacteria called Rhizobia (Arpiwi et al.
2013b). This nitrogen-free fixing ability reduces the need for additional N fertilizer in the growth and development of
these plants, thereby saving costs. Pongamia also able to grow on saline soils up to 200 mM NaCl and tolerance to waterlogging with freshwater (Arpiwi et al. 2013a) which make the species survive in coastal areas, riverbanks, and estuaries. Ecologically, pongamia is capable of living on almost all types of soil including sandy soil, rocky soil, and clay so that it makes it easier to use these critical lands. Its distribution starts from the coast up to an altitude of 1200 meters above sea level, annual rainfall of 500-2500 mm, temperatures above 0oC to 38oC
Selection of pongamia tree aims to find trees with superior morphological characteristics and with high oil content. In Bali, most of pongamia trees grow on the beach with scatter distribution and very rarely grow in a big group. The only pongamia population found in Bali is in Lovina Beach, Buleleng District, Bali Province, Indonesia.
The population is composed at least by 30 mature pongamia trees with oil content ranging from 28-31%
(Arpiwi et al. 2017). The number of pongamia trees in Bali is 126, and most of them are found in the northern coastal part of the island in Buleleng District. Some pongamia trees are found in the South part of the island in a small number. Among those 126 trees, eight trees having superior morphological characteristics are identified as plus trees (Arpiwi et al. 2018).
Information on genetic diversity of pongamia in Bali is
ARPIWI et al. – Genetic diversity of Pongamia pinnata 2135 not available. Genetic diversity is the diversity at the level
of genes or DNA of a species or population. High genetic diversity will ensure the survival of a species or population because of its wide adaptability (Martín et al. 2012). One method to determine the genetic diversity of plant species is to use molecular markers such as Inter-Simple Sequence Repeat (ISSR). ISSR markers have been widely used for genetic diversity studies of plant species, such as jatropha (Grativol et al. 2011), apricot (Kumar et al. 2009) and pongamia (Sahoo et al. 2010). The advantage of this marker is producing many DNA fragments in a single reaction where each fragment is called a locus, fast, simple and inexpensive (Ng and Tan 2015). Based on the advantages mentioned above, the ISSR markers were chosen to analyze the genetic diversity of Pongamia pinnata that grows along the coast of Bali Island.
In Java Island, Indonesia, genetic diversity of pongamia’s population is studied using RAPD markers.
Among 5 populations studied, 4 populations have a close genetic relationship, and only one population from Baluran has high genetic diversity, and Baluran probably the center of genetic diversity of pongamia in Java Island (Aminah et al. 2017). In India, genetic diversity of pongamia is assessed using Amplified Fragment Length Polymorphism (AFLP) and Three Endonuclease (TE) AFLP where samples are taken from diverse locations in Delhi. It is found that high genetic diversity of pongamia due to wide ranges of sample locations (Sharma et al. 2011). Another study about inter and intra population genetic diversity of pongamia in Orrisa, India using ISSR markers concludes an immediate need to widen the base of genetic diversity of the species (Sahoo et al. 2010). Genetic diversity of pongamia in Bali has never been investigated. Therefore, it is very urgently needed for the conservation strategy and breeding program of the species.
MATERIALS AND METHODS Leaf sample collection
Fully expanding leaf samples were taken from pongamia trees that grow in several villages in Bali (Figure 1) based on the previous research about conservation and selection of plus trees of Pongamia pinnata by Arpiwi et
al. (2018). In Buleleng, District leaf samples were taken from Penarukan, Pemaron, Kalibukbuk, Temukus, Uma Anyar, Kalisada, Celukan Bawang, Pengulon, and Sumber Klampok. Samples from Denpasar (Pemogan Village, Serangan Village, and Sanur) and Badung District including Tanjung Benoa Village. Total sampling sites were 13 villages and the data about site of sampling locations and GPS coordinates is presented in table 1. Each village was sampled with two trees to give a total of 26 samples. Leaf samples wrapped in aluminum foil, labeled, put in a plastic bag, then stored in a box containing silica gel and then transported to the laboratory.
DNA isolation and quantification
DNA was isolated from the leaves using the DNeasy Plant Mini Kit (Qiagen) according to the protocol suggested by the manufacturer. Fresh leaves samples (100 mg) were crushed using mortar and pestle, which added liquid nitrogen to form fine powder. The powder was put into 1.5 mL Eppendorf tube then added with 400 μL buffer AP1 and 4μL RNase A. The tube was vortexed to mix the buffer and the sample evenly. The mixture was incubated at 65oC for 10 minutes, while turning it back and forth three times during incubation. Buffer AP2 (130 µL) was added then incubated in ice for 5 minutes and centrifuged at a speed of 14,000 rpm for 5 minutes. The lysate was poured into QIAshredder Mini Spin Column using a micropipette then centrifuged for 2 minutes at 14,000 rpm to form pellet deposit at the bottom of the column. The upper liquid was transferred to a new tube without touching the pellet.
Buffer AP3 (1.5 volume) was added to the column then mix using a pipette. The liquid was transferred to DNeasy Mini Spin Column and then place this column in a new 2 μL tube. Buffer AW (500 µL) was added, then centrifuged for 1 minute 8000 rpm. The liquid was discarded then Dneasy Mini Spin Column was transferred into1.5 mL Eppendorf tube. Warm buffer AE ( 100 μL) was added to DNeasy membrane, incubated for 5 minutes at room temperature, then centrifuged for one minute at 8000 rpm.
The DNA was collected in 1.5 mL Eppendorf tube and then visualized in 1% agarose gel at 120 volts for 40 minutes. As a size marker, 1 Kb DNA ladder (Axygen) was run in the gel and DNA quality was measured with a Nanodrop spectrophotometer.
Table 1. Site of sampling locations (village, district, regency) and GPS coordinates
No Village Distric Regency Longitude Latitude Elevation
1 Penarukan Buleleng Buleleng 08o04'58.4" 115o06'55.9" 9
2 Pemaron Buleleng Buleleng 08o07'30.3" 115o03'46.7" 20
3 Kalibukbuk Buleleng Buleleng 08o09'30.5" 115o01'33.2" 9
4 Temukus Banjar Buleleng 08o10'55.2" 114o58'40.0" 11
5 Uma Anyar Seririt Buleleng 08o11'03.3" 114o54'52.4" 13
6 Kalisada Seririt Buleleng 08o11'27.6" 114o53'11.8" 14
7 Celukan Bawang Gerokgak Buleleng 08o11'41.0" 114o50'01.7" 13
8 Pengulon Gerokgak Buleleng 08o11'32.0" 114o49'22.2" 42
9 Sumber Kelampok Gerokgak Buleleng 08o08'36.5" 114o32'20.5" 14 10 Serangan Denpasar Selatan Denpasar 08o43'35.7" 115o13'49.0" 16 11 Pemogan Denpasar Selatan Denpasar 08o43'34.6" 115o11'35.4" 13
12 Sanur Denpasar Selatan Denpasar 08o41'35.7" 115o15'59.7" 17
13 Tanjung Benoa Kuta Selatan Badung 08o45'13.2" 115o13'16.5" 13
BIODIVERSITAS 20 (8): 2134-2142, August 2019 2136
Figure 1. Sites of sampling locations of Pongamia pinnata leaves in Bali, Indonesia including 13 villages, namely Penarukan, Pemaron, Kalibukbuk, Temukus, Uma Anyar, Kalisada, Celukan Bawang, Pengulon, Sumber Klampok, Tanjung Benoa, Pemogan, Serangan and Sanur
Tabel 2. ISSR primers with annealing temperatures
Primer Primer sequnce 5' 3' T annealing (oC)
UBC 807 (AG)8GT 52
UBC 808 (AG)8C 52
UBC 810 (GA)8T 54
UBC 812 (GA)8A 52
UBC 818 (CA)8G 54
UBC 820 (GT)8T 52
UBC 823 (TC)8C 52
UBC 825 (AC)8T 52
UBC 826 (AC)8C 54
Polymerase Chain Reaction (PCR)
DNA was amplified by Polymerase Chain Reaction (PCR) using ISSR primers (Table 2) based on other researches (Kesari et al. 2010 and Sahoo et al. 2010) The total volume of the mixture for PCR reaction was 20 uL containing 10 μL HotStarTaq Plus Master Mix, 0.5 μL primer, 2 μL DNA template and RNase-Free water is added to a final volume of 20 uL. PCR machine was programmed as follows. Initial activation for 5 minutes at 95oC, denaturation for 0.5 minutes at 94oC, annealing for 0.5 minutes at primer’s annealing temperature, extension for 1 minute at 72oC and the last extension for 10 minutes at
72oC. The PCR product was separated using 1.5% agarose gel with 1X TAE buffer, stained with ethidium bromide and a 100 bp ladder DNA marker (Axygen) was included the gel. Electrophoresis was carried out for 40 minutes at 100 volts. The gel was placed on the UV transilluminator to see DNA banding patterns and then photographed with a digital camera.
Data analysis
DNA bands after PCR were analyzed by counting the number of bands for each primer, the number of alleles, the number of polymorphic bands (bands that were not amplified in all samples), the number of monomorphic bands (bands that amplified in all samples) and percentage of polymorphism. DNA bands were scored and tabulated into a binary matrix, where the present band was scored A, and the absent band scored T. The matrix was aligned and analyzed using MEGA X software. Genetic distance was generated by pairwise distance using composite maximum likelihood. A dendrogram was constructed using Unweighted Pair Group Method Arithmetic (UPGMA) method with 1000 bootstrap replications. The binary matrix of absent and present of DNA bands were further analyzed for Nonmetric Multidimensional Scaling (NMDS) with Primer E V.6 software using Euclidean distance.
ARPIWI et al. – Genetic diversity of Pongamia pinnata 2137 RESULTS AND DISCUSSION
DNA quantity and quality
DNA concentrations ranged from 98.59-100.55 ng/μL.
The quality of DNA was indicated by A260/A280 ratio that ranges from 1.77 to 1.91, and A260/A230 ratio ranged from 1.1 to 7.8 (Table 3).According to Weiss et al. (2007) pure DNA has a ratio of A260/A280 range from 1.88 to 2.2 and the ratio of A260/A230 range from 1.5 to 1.8. In this research, the ratio A260/A280 was within the range of pure DNA. However, ratios A260/A230 were mostly higher than the normal range for pure DNA. One DNA sample (Pemogan 2) had a lower ratio A260/A230 of 1.1.
According to Demeke and Jenkins (2010), the ratio of A260/A230 less than 2 indicates contamination of carbohydrate, salt, and organic solvent in the DNA sample.
In the present study, although most DNA samples had a higher ratio of A260/A230, the DNA concentrations were high (98.59-100.55 ng/μL), which indicated good DNA quantity. Ramirez et al. (2018) got lower DNA concentration from Theobroma cacao leaves, which is 3.33-37.53 ng/μ using different DNA kit from the present study.
Profile of genomic DNA
In general, pongamia genomic DNA profiles showed bright bands with size higher than 10.000 bp (Figure 2).
There were 4 DNA having smear bands (samples number 1, 2, 4, and 10), and there was one sample with a blurry band (sample number 3). Smears indicate DNA degradation (Stagnati et al. 2017). Although there was genomic DNA degradation in 4 samples, the quality of
DNA was still good as evidenced by the 260/280 ratio of the samples whose smears ranged from 1.87 to 1.95.
Analysis of polymorphism
Amplification of 26 DNA samples with nine ISSR primers produced DNA banding pattern with the number of alleles, the number of polymorphic and monomorphic bands and percentage of polymorphism (Table 4). The number of alleles for nine primers was 43, the number of the polymorphic band was 35, and the number of monomorphic bands was 8. Percentage of polymorphism ranged from 50 to 100%. Among the 9 ISSR primers, UBC 810 produced the highest number of alleles (12) and the number of polymorphic bands (11) with 92% of polymorphism (Figure 3). The efficiency of molecular markers can be measured by the percentage of polymorphism (Grativol et al. 2011). Primer UBC 825 produced 100% polymorphism and primers UBC 807, 810 and 826 produced ≥ 80% polymorphism. These markers were efficient in determining the genetic diversity of pongamia. A similar study about the genetic diversity of P.
pinnata in India by Sahoo et al. (2010) found a lower percentage of polymorphism (range from 37.50 to 82.35%) using 10 ISSR primers.
Genetic distance
The genetic distance of pongamia trees based on the ISSR markers ranged from 0.000 to 1.324 (Table 5).
Sample Serangan 2 and Celukan Bawang 1 had 0.000 genetic distance suggesting they were identical, while sample Uma Anyar 1 and Tanjung Benoa 2 had 1.324 genetic distance suggesting divergent.
Table 3. Quality and quality of genomic DNA of Pongamia pinnata
No Sample DNA concentration (ng/µL) A260 A280 260/280 260/230
1 Penarukan 1 66.44 1.329 0.696 1.910 2.840
2 Penarukan 2 87.79 1.756 0.930 1.89 2.10
3 Pemaron 1 97.3 1.946 1.042 1.87 1.96
4 Pemaron 2 69.47 1.389 0.735 1.89 5.11
5 Kalibukbuk 1 46.78 0.936 0.482 1.94 5.77
6 Kalibukbuk2 108.82 2.176 1.128 1.93 2.65
7 Temukus 1 87.81 1.756 0.897 1.96 3.48
8 Temukus 2 119.81 2.396 1.266 1.89 2.54
9 Uma Anyar 1 61.67 1.233 0.621 1.98 7.58
10 Uma Anyar 2 63.39 1.268 0.652 1.94 4.98
11 Kalisada 1 100.98 2.02 1.087 1.86 2.04
12 Kalisada 2 67.6 1.352 0.689 1.96 3.90
13 Celukan Bawang 1 72.43 1.449 0.747 1.94 4.52
14 Celukan Bawang 2 77.24 1.545 0.826 1.87 2.17
15 Pengulon 1 63.96 1.279 0.652 1.96 6.47
16 Pengulon 2 113.41 2.268 1.244 1.82 1.97
17 Sumber Klampok 1 125.73 2.515 1.344 1.87 2.08
18 Sumber Klampok 2 98.59 1.972 1.087 1.81 1.84
19 Tanjung Benoa 1 72.2 1.444 0.801 1.800 2.24
20 Tanjung Benoa 2 158.75 3.175 1.713 1.85 2.14
21 Pemogan 1 129.58 2.592 1.54 1.68 1.45
22 Pemogan 2 67.85 1.357 0.814 1.67 1.10
23 Serangan 1 87.79 1.756 0.958 1.83 2.23
24 Serangan 2 100.55 2.011 1.103 1.82 2.03
25 Sanur 1 56.82 1.136 0.607 1.87 4.19
26 Sanur 2 79.02 1.58 0.894 1.77 3.79
BIODIVERSITAS 20 (8): 2134-2142, August 2019 2138
Figure 2. Profile of genomic DNA of 26 Pongamia pinnata leaf samples, M = 1 Kb ladder DNA marker, Number 1-26 were samples taken from each village, namely 1 = Penarukan 1, 2 = Penarukan 2, 3 = Pemaron 1, 4 = Pemaron 2, 5 = Kalibukbuk 1, 6 = Kalibukbuk 2, 7 = Temukus 1, 8 = Temukus 2, 9 = Uma Anyar 1, 10 = Uma Anyar 2, 11= Kalisada 1, 12 =Kalisada 2, 13 = Celukan Bawang 1, 14 = Celukan Bawang 2, 15 = Pengulon 1, 16 = Pengulon 2, 17 = Sumber Klampok 1, 18 = Sumber Klampok 2, 19 = Tanjung Benoa 1, 20 = Tanjung Benoa 2, 21 = Pemogan 1, 22 = Pemogan 2, 23 = Serangan 1, 24 = Serangan 2, 25 = Sanur 1, 26 = Sanur 2.
ARPIWI et al. – Genetic diversity of Pongamia pinnata 2139 Figure 3. DNA amplification product using primer UBC 810. M = 1 Kb ladder DNA marker, Number 1-26 were samples taken from each village, namely 1 = Penarukan 1, 2 = Penarukan 2, 3 = Pemaron 1, 4 = Pemaron 2, 5 = Kalibukbuk 1, 6 = Kalibukbuk 2, 7 = Temukus 1, 8 = Temukus 2, 9 = Uma Anyar 1, 10 = Uma Anyar 2, 11= Kalisada 1, 12 =Kalisada 2, 13 = Celukan Bawang 1, 14 = Celukan Bawang 2, 15 = Pengulon 1, 16 = Pengulon 2, 17 = Sumber Klampok 1, 18 = Sumber Klampok 2, 19 = Tanjung Benoa 1, 20 = Tanjung Benoa 2, 21 = Pemogan 1, 22 = Pemogan 2, 23 = Serangan 1, 24 = Serangan 2, 25 = Sanur 1, 26 = Sanur 2.
Table 4. Polymorphism of 26 DNA samples of Pongamia pinnata using 9 ISSR primers
Primer Band size (bp) No of alleles Polymorphic bands Monomorphic bands Percentage of polymorphism
UBC 807 190-2000 5 4 1 80
UBC 808 240-290 2 1 1 50
UBC 810 300-850 12 11 1 92
UBC 812 300-1000 4 3 1 75
UBC 818 250-500 3 2 1 67
UBC 820 250-800 3 2 1 67
UBC 823 300-700 4 3 1 75
UBC 825 300-650 3 3 0 100
UBC 826 250-1500 7 6 1 86
Total 43 35 8
Cluster analysis
Cluster analysis of 26 DNA of pongamia trees was presented in a dendrogram in Figure 4. It was shown that the trees were grouped into two, namely group I and II.
Group I consisted of two trees only, namely Uma Anyar 1 and Penarukan 1. Group II consisted of 24 pongamia trees which were divided into 3 subgroups at the branch length of 0.20, namely subgroup IIA, IIB, IIC. Subgroup IIA contained 8 trees, namely Temukus 2, Temukus 1, Tanjung Benoa 2, Kalibukbuk 1, Pemaron 2, Penarukan 1, Pemaron 1, and Sumber Klampok 1. Subgroup IIB contained 15 pongamia trees, namely Tanjung Benoa 1, Pemogan 1, Sumber Klampok 2, Celukan Bawang 1, Pengulon 2, Pengulon1, Celukan Bawang 2, Kalisada 2, Kalisada 1, Uma Anyar 2, Serangan 2, Serangan 1, Pemogan 2, Sanur 2, and Sanur 1. Sub group IIC contained one tree, namely Kalibukbuk 2. Subgroup IIC contained one pongamia tree, namely Kalibukbuk 2.
Cluster analysis of pongamia trees into the dendrogram (Figure 4) with genetic distance (Table 5) gave a clearer picture of their genetic diversity. As can be seen from figure 4 that some pongamia trees were grouped based on growing location with narrow genetic distance (0.0027- 0.165). For example: within subgroup IIA, Temukus 1 dan Temukus 2 were grouped with genetic distance 0.165.
Within subgroup IIB, Kalisada 1 dan Kalisada 2 were grouped with genetic distance 0.027, Serangan 1 and Serangan 2 with genetic distance 0.027, Sanur 1 and Sanur 2 with genetic distance 0.057. Grouping of trees based on growing location with narrow genetic distance indicates that they have a very close relationship; possibly they come from the same source. There were some pongamia trees from different locations grouped together with small genetic distance. For examples, within subgroup IIA, Tanjung Benoa 2 and Kalibukbuk 1 were grouped with genetic distance 0.092, Penarukan 2 and Pemaron 1 were grouped with genetic distance 0.057. Within subgroup IIB, Sumber Klampok 2 and Celukan Bawang 1 were grouped with genetic distance 0.057. Interestingly, Pengulon 1 and Celukan Bawang 2 grouped with 0.000 genetic distance
indicating the trees were genetically similar although they grow at different locations. Trees from northern coast and southern coast of Bali Island were interspersed within subgroup IIA and IIB in figure 4 indicating they were genetically closely related. According to Aminah et al.
(2017), closely related population of pongamia possibly because they come from a similar source.
Narrow genetic distance among pongamia trees in the present study possibly the trees come from similar seed source, where the mode of seed dispersal may able to explain this. As pongamia grow on beaches, they may drop pods to seawater or estuary, and pods travel along the coastal line while dispersing seeds. Under laboratory experiment, pongamia pod can float up to 3 months on saline water without losing seed viability. Seedlings are frequently found growing on beaches (Nakanishi 1988). In the present study, it is likely that pongamia that grows along northern and southern coast of the island comes from a similar seed source. Therefore the trees had very close genetic relatedness as indicated by small genetic distance.
The presence of genetic divergent from view trees, namely Uma Anyar 1, Panarukan 1, Kalibukbuk 2, and Sumber Klampok possibly associated with the mating system of the species (Loveless 1992). Pongamia pinnata has an explosive pollen release mechanism that requires legitimate pollinators, and this contributes to cross-pollination (Raju and Rao 2006).
Research about the genetic diversity of 5 pongamia populations in Java island of Indonesia shows that the populations are clustered according to growing locations.
Four populations, namely Carita, Batu Karas, Kebumen and Alas Purwo that grow in the south coast have a close genetic relationship while one population, namely Baluran in the north coast has separate from others indicating that Baluran population has the highest genetic diversity (Aminah et al. 2017). In Bali, most pongamia trees scatter or grow in small groups (Arpiwi et al. 2018). Therefore, the study of genetic diversity of pongamia in Bali based on individual tree growing in different locations.
BIODIVERSITAS ISSN: 1412-033X
Volume 20, Number 8, August 2019 E-ISSN: 2085-4722
Pages: 2134-2142 DOI: 10.13057/biodiv/d200806
ARPIWI et al. – Genetic diversity of Pongamia pinnata 2141 Table 5. Genetic distance of 26 DNA of Pongamia pinnata based on variation in ISSR markers
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26
1 2 0.834 3 0.165 0.947 4 0.273 1.324 0.273 5 0.324 0.827 0.398 0.338 6 0.324 0.898 0.263 0.338 0.125 7 0.419 1.194 0.419 0.398 0.944 0.944 8 0.211 0.898 0.398 0.419 0.211 0.211 0.673 9 0.165 0.995 0.492 0.338 0.263 0.263 0.523 0.027 10 0.211 0.898 0.263 0.273 0.324 0.211 0.673 0.125 0.165 11 0.324 0.834 0.398 0.419 0.324 0.211 0.673 0.125 0.165 0.057 12 0.324 0.827 0.398 0.338 0.211 0.057 0.944 0.211 0.165 0.324 0.324 13 0.263 1.161 0.324 0.419 0.165 0.165 0.673 0.263 0.211 0.398 0.398 0.090 14 0.398 0.947 0.324 0.338 0.398 0.398 0.338 0.398 0.492 0.398 0.263 0.623 0.834 15 0.285 0.227 0.736 1.000 0.736 0.869 0.736 0.736 0.559 0.869 0.736 0.869 1.000 0.285 16 0.211 0.898 0.398 0.171 0.125 0.211 0.419 0.125 0.165 0.211 0.211 0.324 0.398 0.263 0.442 17 0.492 0.827 0.398 0.338 0.125 0.211 0.944 0.492 0.623 0.492 0.324 0.324 0.263 0.263 0.736 0.211 18 0.211 0.898 0.398 0.273 0.834 0.898 0.419 0.834 0.623 0.492 0.834 0.898 0.947 0.263 0.355 0.492 0.898 19 0.263 0.947 0.324 0.338 0.398 0.623 0.523 0.398 0.492 0.398 0.398 0.947 0.898 0.057 0.285 0.263 0.398 0.165 20 0.211 0.827 0.263 0.338 0.211 0.211 0.944 0.492 0.398 0.324 0.492 0.211 0.090 0.947 0.736 0.492 0.324 0.834 0.947 21 0.263 0.995 0.324 0.419 0.165 0.165 0.673 0.398 0.324 0.398 0.398 0.165 0.057 0.834 0.559 0.398 0.263 0.947 0.898 0.027 22 0.398 0.623 0.211 0.419 0.398 0.398 0.673 0.623 0.834 0.947 0.947 0.623 0.492 0.834 0.736 0.398 0.623 0.623 0.834 0.398 0.324 23 0.211 1.231 0.263 0.092 0.492 0.492 0.273 0.834 0.623 0.492 0.834 0.492 0.398 0.263 0.559 0.324 0.492 0.125 0.263 0.324 0.398 0.398 24 0.263 1.161 0.324 0.419 0.165 0.165 0.673 0.263 0.211 0.398 0.398 0.090 0.000 0.834 1.000 0.398 0.263 0.947 0.898 0.090 0.057 0.492 0.398 25 0.324 0.834 0.263 0.523 0.211 0.057 0.944 0.324 0.398 0.211 0.211 0.125 0.165 0.623 0.869 0.324 0.324 0.834 0.947 0.211 0.165 0.398 0.492 0.165 26 0.165 0.995 0.125 0.419 0.165 0.165 0.673 0.263 0.324 0.165 0.263 0.263 0.125 0.492 1.000 0.398 0.263 0.623 0.492 0.090 0.125 0.492 0.398 0.125 0.165 Note: 1 = Temukus 2, 2 = Uma Anyar 1, 3 = Temukus 1, 4 = Tanjung Benoa 2, 5 = Tanjung Benoa 1, 6 = Sumber Klampok 2, 7 = Sumber Klampok 1, 8 = Serangan 2, 9 = Serangan 1, 10 = Sanur 2, 11= Sanur 1, 12 = Pengulon 2, 13 = Pengulon 1, 14 = Penarukan 2, 15 = Penarukan 1, 16 = Pemogan 2, 17 = Pemogan 1, 18 = Pemaron 2, 19 = Pemaron 1, 20 = Kalisada 2, 21 = Kalisada 1, 22 = Kalibukbuk 2, 23 = Kalibukbuk 1, 24 = Celukan Bawang 2, 25 = Celukan Bawang 1, 26 = Uma Anyar 2
BIODIVERSITAS ISSN: 1412-033X
Volume 20, Number 8, August 2019 E-ISSN: 2085-4722
Pages: 2134-2142 DOI: 10.13057/biodiv/d200806
Figure 4. Dendrogram of 26 pongamia trees in Bali based on ISSR analysis using MEGA X software. Scale showed the length of the branch and the numbers on the branch showed bootstrap value
Figure 5. Nonmetric Multidimensional Scaling based on DNA profile using 9 ISSR markers of 26 pongamia samples
Analysis of NMDS using Primer E Version 6 to 26 DNA samples from pongamia indicated that 23 samples were clustered into two main groups with the intersection between the two at Euclidean distance of 2.1 (Figure 5).
The first group consisted of pongamia trees from Kalisada, Pengulon, Pemogan, Serangan, Sanur, Uma Anyar, Celukan Bawang, Sumber Klampok, and Tanjung Benoa.
The second group consisted of pongamia trees from
Pemaron, Kalibukbuk, and Penarukan. Trees from Temukus and Pemogan were in the intersection of group I and II indicating they shared common parents. There were some trees grouped based on locations with genetic distance 1.6, such as trees from Temukus, Serangan and Sanur Villages. This results confirmed cluster analysis using MEGA X software (Figure 4).
ARPIWI et al. – Genetic diversity of Pongamia pinnata 2143 Figure 4 showed that among 26 pongamia trees studied,
only 3 pongamia trees, namely Uma Anyar 1, Penarukan 1, and Kalibukbuk 2 separated from the major group with ranges of genetic distance. Uma Anyar 1 separated with the rest of pongamia trees with genetic distance 0.227-1.324, Penarukan 1 separated with 0.285-1.000 genetic distance, and Kalibukbuk 2 separated with 0.165-1.194 genetic distance. Figure 5 showed that only three trees, namely tree from Uma Anyar, Kalibukbuk, and Sumber Klampok separated from the two groups indicating divergence. This existence of low genetic diversity of pongamia in Bali needs to be widened because high genetic diversity is one of the most important issues in breeding program for improvement of the species (Kesari et al. 2010). Previous research in India had found a moderate level of genetic diversity of pongamia using ISSR markers (Sahoo et al.
2010).
In conclusion, based on the analysis of 26 DNA samples of Pongamia pinnata using 9 ISSR markers showed that most pongamia trees in Bali clustered with narrow genetic distance indicating close genetic relationship probably because they came from the same source. Genetic diversity of pongamia in Bali needs to be widened possibly by the introduction of new planting materials from across Indonesia or seed procurement from different sources.
ACKNOWLEDGEMENTS
We would like to acknowledge Ministry of Research, Technology and Higher Education of Indonesia for funding this research through DIPA PNBP 2018, Udayana University with research scheme Hibah Unggulan Udayana.
REFEENCES
Aminah A, Supriyanto, Suryani A, Siregar I. 2017. Genetic diversity of Pongamia pinnata (Millettia pinnata, aka. malapari) populations in Java Island, Indonesia. Biodiversitas 18: 677-681.
Arpiwi NL, Yan G, Barbour EL, Plummer JA. 2013a. Genetic diversity, seed traits and salinity tolerance of Millettia pinnata (L.) Panigrahi, a biodiesel tree. Genet Resour Crop Evol 60: 677-692.
Arpiwi NL, Yan G, Barbour EL, Plummer JA, Watkin E. 2013b.
Phenotypic and genotypic characterisation of root nodule bacteria
nodulating Millettia pinnata (L.) Panigrahi, a biodiesel tree. Plant &
Soil 367: 363-377.
Arpiwi NL, Negara IMS, Simpen IN. 2017. Selection of high oil-yielding trees of Millettia pinnata (L.) Panigrahi, vegetative propagation, and growth in the field. J Trop Life Sci 7: 258-262.
Arpiwi NL, Wahyuni IGAS, Muksin IK, Sutomo. 2018. Conservation and selection of plus trees of Pongamia pinnata in Bali, Indonesia.
Biodiversitas 19(5): 1607-1614.
Demeke T, Jenkins GR. 2010. Influence of DNA extraction methods, PCR inhibitors and quantification methods on real-time PCR assay of biotechnology-derived traits. Anal Bioanal Chem 396: 1977-1990.
Grativol C, de Fonseca C, Madeiros L, Hamerly AS, Ferreira PCG. 2011.
High efficiency and reliability of Inter-Simple Sequence Repeats (ISSR) markers for evaluation of genetic diversity in Brazilian cultivated Jatropha curcas accessions. Mol Biol Rep 38: 4245-4256.
Kesari V, Krishnamachari A, Rangan L. 2008. Systematic characterization and seed oil analysis in candidate plus tree of biodiesel plant, Pongamia pinnata. Ann Appl Biol 152: 397-404.
Kesari V, Sathyanarayana VM, Parida A, Rangan L. 2010. Molecular marker-based characterization in candidate plus trees of Pongamia pinnata, a potential biodiesel legume. AoB Plants DOI:10.1093/aobpla/plq017.
Kumar M, Mishra GP, Singh R, Kumar J, Naik PK, Singh SB. 2009.
Correspondence of ISSR and RAPD markers for comparative analysis of genetic diversity among different apricot genotypes from cold arid desert of Irans-Himalayas. Physiol Mol Biol Plants 15: 225-236.
Loveless MD. 1992. Isozyme variation in tropical trees: patterns of genetic organization. New For 6: 67-94.
Martín MA, Herrera MA, Martín LM. 2012. In situ conservation and landscape genetics in forest species. J Nat Resour Develop 2: 1-5.
Moser BR. 2009. Biodiesel production, properties, and feedstocks. In Vitro Cell Dev Biol Plant 45: 229-266.
Nakanishi H. 1988. Dispersal ecology of the maritime plants in the Ryukyu Islands. Japan Ecol Res 3: 163-173.
Ng WL, Tan SG. 2015. Inter-Simple Sequence Repeat (ISSR) markers:
Are we doing it right? ASM Sci J 9: 30-39.
Raju AJS and Rao SP. 2006. Explosive pollen release and pollination as a function of nectar-feeding activity of certain bees in the biodiesel plant, Pongamia pinnata (L.) Pierre (Fabaceae). Curr Sci 90: 960- 967.
Ramirez AMH, Duque HJS, Trujillo AIU. 2018. Quality of cocoa (Theobroma cacao L.) DNA from foliar tissue at different stages of development. Acta Agron 67: 311-318.
Sahoo DP, Aparijita S, Rout GR. 2010. Inter and intra-population variability of Pongamia pinnata: a bioenergy legume tree. Plant Syst Evol 285: 121-125.
Sharma SS, Negi MS, Sinha P, Kumar K, Tripathi SB. 2011. Assessment of genetic diversity of biodiesel species accessions using AFLP and Three Endonuclease-AFLP. Plant Mol Biol Rep 29: 12-18.
Stagnati L, Soffritti G, Lanubile A, Busconi M. 2017. Comparison of six methods for the recovery of PCR-compatible microbial DNA from an agricultural biogas plant. Appl Microbiol Biotechnol 101: 3907-3917.
Weiss A, Jerome V, Frietag R. 2007. Comparison of strategies for the isolation of PCR-compatible, genomic DNA from municipal biogas plants. J Chromatogr B Analyt Technol Biomed Life Sci 853 (1-2):
190-197