The loci recommended as universal barcodes for plants on the basis of floristic studies may not work with congeneric species as exemplified by DNA barcoding of Dendrobium species
© Singh et al; licensee BioMed Central Ltd. 2012
Received: 22 September 2011
Accepted: 19 January 2012
Published: 19 January 2012
Based on the testing of several loci, predominantly against floristic backgrounds, individual or different combinations of loci have been suggested as possible universal DNA barcodes for plants. The present investigation was undertaken to check the applicability of the recommended locus/loci for congeneric species with Dendrobium species as an illustrative example.
Six loci, matK, rbcL, rpoB, rpoC1, trnH-psbA spacer from the chloroplast genome and ITS, from the nuclear genome, were compared for their amplification, sequencing and species discrimination success rates among multiple accessions of 36 Dendrobium species. The trnH-psbA spacer could not be considered for analysis as good quality sequences were not obtained with its forward primer. Among the tested loci, ITS, recommended by some as a possible barcode for plants, provided 100% species identification. Another locus, matK, also recommended as a universal barcode for plants, resolved 80.56% species. ITS remained the best even when sequences of investigated loci of additional Dendrobium species available on the NCBI GenBank (93, 33, 20, 18 and 17 of ITS, matK, rbcL, rpoB and rpoC1, respectively) were also considered for calculating the percent species resolution capabilities. The species discrimination of various combinations of the loci was also compared based on the 36 investigated species and additional 16 for which sequences of all the five loci were available on GenBank. Two-locus combination of matK+rbcL recommended by the Plant Working Group of Consortium for Barcoding of Life (CBOL) could discriminate 86.11% of 36 species. The species discriminating ability of this barcode was reduced to 80.77% when additional sequences available on NCBI were included in the analysis. Among the recommended combinations, the barcode based on three loci - matK, rpoB and rpoC1- resolved maximum number of species.
Any recommended barcode based on the loci tested so far, is not likely to provide 100% species identification across the plant kingdom and thus is not likely to act as a universal barcode. It appears that barcodes, if based on single or limited locus(i), would be taxa specific as is exemplified by the success of ITS among Dendrobium species, though it may not be suitable for other plants because of the problems that are discussed.
KeywordsDendrobium DNA barcoding ITS matK
DNA barcoding is an emerging technology, which has been projected as a powerful species level identification tool. Hebert et al. [1, 2] proposed that sequence from a small standardized region of the genome could serve as a species recognition tag. Thus, an unidentified organism or tissue could be ascribed to a species when such a sequence from it is compared with those available in a database that is intended to possess sequences of the standardized region of almost all the organisms on the planet Earth . However, if the DNA sequence from unidentified organism/tissue fails to match with any of the reference sequences, the specimen would be flagged as a possible new species, requiring a detailed study. Thus, besides providing a rapid identification tool, utilizing only minute amount of tissue from any stage of development of a plant or animal, DNA barcoding could also enhance discovery of new species [3, 4]. DNA barcodes could also be used (i) for rapid inventorization of biodiversity , (ii) as genetic resource tags for species , (iii) for the identification of cryptic and polymorphic species [4, 7–9], (iv) in linking different stages of life cycle in difficult to identify taxa , (v) for checking the herbal formulations and food stuffs for adulteration and/or substitution [11–13], (vi) in forensic investigations , (vii) in controlling plant invasions by identifying the propagules of invasive species right at quarantine stage , (viii) in tackling illegal trade of endangered species of both plants and animals [6, 16, 17] and (ix) in identifying complex food webs by analyzing the DNA in the gut contents of animals [18, 19]. In animals, the applicability of this technique has been amply demonstrated through the use of a short fragment at the 5' end of the mitochondrial cytochrome c oxidase 1 (CO1) gene, known as Folmer region [1–4]. However, usefulness of a comparable sequence is yet to be established for plants. A number of loci from the plastid genome, including rbcL, rpoB, rpoC1, trnH-psbA spacer and matK, have been tested for DNA barcoding of plants with different degrees of success [5, 20–32]. So far, no consensus has emerged for a universal barcode for land plants. However, realization among majority is that, for accurate and reproducible species identification, use of more than one locus would be required [5, 20–23, 25–27]. Thus, Chase et al.  proposed that a combination of three loci may be needed for species level identification in plants. Two combinations suggested by them were, rpoC1, rpoB, matK and rpoC1, matK, trnH-psbA. On the contrary, Kress and Erickson  proposed a two-locus global DNA barcode, consisting of coding rbcL and non-coding trnH-psbA spacer region for land plants. Lahaye et al.  based on the study of more than 1000 plants, predominantly orchids, recommended that a small region of plastid matK gene could be effectively employed as a universal barcode. CBOL Plant Working Group  recommended two-locus combination of matK+rbcL as the plant barcode, though success of species discrimination using this combination was limited to 72%. The internal transcribed spacer (ITS) region of the nuclear ribosomal cistron (18S-5.8S-26S) has also been suggested as a possible plant barcode by some groups [11, 20, 22]. The second internal transcribed spacer (ITS2) exhibited a discrimination ability of 92.7% at species level in more than 6600 plant samples, belonging to 4800 species from 753 distinct genera . One conclusion that appears to be emerging from these reports is that the multi-locus barcode which may afford maximum species resolution would most likely be from four loci - ITS, matK, rbcL and trnH-psbA spacer, notwithstanding a recent report where 16 Indian species of Berberis could not be resolved based on the sequence comparison of all these four loci, either individually or in combination . However, the same group observed 100% species resolution for four species of Gossypium and 11 species of Ficus on the basis of only the ITS sequences . Recently, the use of complete sequences of the chloroplast genomes, obtained by cost-effective massively parallel sequencing (MPS), has been suggested as a single locus barcode for identification and establishing phylogenetic relationships of species .
Most of the studies related to DNA barcoding have been carried out with a floristic backdrop where the species were not necessarily closely related. However, to assess the ability of different target loci to discriminate species, the investigations should include maximum number of species from each genus as was highlighted by Seberg and Petersen  who studied 98% of the known species in the genus Crocus. In the present investigation too, four loci from the chloroplast genome (rbcL, rpoC1, rpoB and matK) and one locus from the nuclear genome (nuclear ribosomal ITS) were assessed for their intra- and inter-specific divergences, either individually or in various combinations, to determine their suitability for the resolution of congeneric species of Dendrobium Sw. (Orchidaceae). Many species of the genus Dendrobium have long been used in commercial production of cut flowers. In Asian countries, many Dendrobium species, owing to their diverse therapeutic properties, are also utilized in traditional medicine . Because of its high commercial value the genus Dendrobium was chosen for this study. Another advantage was the availability of complete sequence of chloroplast genome of the orchid, Phalaenopsis aphrodite  that helped in designing of the primers for amplifying the targeted regions.
Results and discussion
Amplification and sequencing success
Among six tested loci, ITS, rbcL, rpoB and rpoC1 upon amplification yielded single band. Whereas, in few samples of matK and all of trnH-psbA spacer amplification resulted in multiple bands, from which the band having molecular weight nearest to the targeted one was purified using gel extraction. Despite many attempts utilizing multiple samples of 33 species good quality sequences of trnH-psbA spacer with forward primer were not obtained. Therefore, this locus was not considered for further analysis.
Amplification and sequencing success rates of the five candidate loci for 36 Dendrobium species
No. of samples used for PCR Amplification
No. of amplicons obtained
No. of finished sequences generated
To ascertain that the ITS sequences generated in the present study and those down loaded from the GenBank were only of Dendrobium species and not of contaminations of fungi or from the host tissue (Dendrobium generally being epiphytic), a BLAST analysis for sequences of each of the tested species (both self generated and downloaded sequences) was performed. It was observed that all the sequences closely matched with only Dendrobium species (see Additional file 1).
Data set I: analyses based on 36 self collected/procured species
Determination of intra- and inter-specific variation
Intra- and inter-specific K2P distances of the five candidate loci for 36 Dendrobium species
No. of sp. used for intra-specific distance
No. of sp. used for inter-specific distance
Average inter-specific K2P distance (Range)
0 - 0.0101
(0.0152 - 0.3251)
0 - 0.0015
(0 - 0.0371)
(0 - 0.023)
(0 - 0.0296)
(0 - 0.0171)
Determination of species resolution
Analysis of species in Data Set I. Percent species resolution of 36 species of Dendrobium, based on each of the five candidate loci
No. of species analyzed (A)
No. of species pairs with zero distance estimate
No. of species with zero distance estimate (B)
No. of species successfully discriminated (C = A-B)
% Species resolution
(C/A) × 100
A species pair, D. macrostachyum Lindl./D. aphyllum (Roxb.) C.E.C. Fisch. had zero distance estimates with all the chloroplast loci [see Additional file 2(b) - (e)]. However, when compared for ITS, the inter-specific K2P distance was 0.0172 [see Additional file 2(a)], thus indicating that the two species are distinct. These two species look quite similar in their vegetative phase. However, at the flowering stage two are easily distinguishable because of the color of their flowers as the former produces pink flowers in contrast to pale green flowers of the latter (see Additional file 3). The inability of the loci from chloroplast genome in resolving the closely related species could be ascribed to the fact that the chloroplast genome is uniparentally inherited ; and even after speciation, the chloroplast genome constitution of the newly evolved species might remain similar to the donor parent. Moreover, nucleotide substitution rate of chloroplast genome has been reported to be lower than the nuclear genome .
Data set II: analyses based on 36 self collected/procured species along with the species for which sequences are available on GenBank
To determine the efficacy of the tested loci as DNA barcodes, the analyses were extended to a higher number of Dendrobium species (in addition to self investigated 36 species) for which the DNA sequences were available in GenBank. Different number of sequences, 93, 33, 20, 18 and 17 for ITS, matK, rbcL, rpoB and rpoC1, respectively, representing as many species, available on GenBank were downloaded (see Additional file 4).
Determination of inter-specific variation
Analysis of all species in Data Set II. Inter-specific K2P distances and per cent species resolution of different loci using downloaded sequences for Dendrobium species as well as sequences of 36 species generated during the study
No. of species analyzed
Average inter-specific K2P distance (Range)
% Species Resolution using K2P distances
(0.011 - 0.4109)
(0 - 0.0372)
(0 - 0.023)
(0 - 0.0296)
(0 - 0.0171)
Analysis of 52 species from Data Set II. Inter-specific K2P distances and per cent species resolution of different loci from chloroplast genome using downloaded as well as self generated sequences for 52 Dendrobium species for which sequences of all the four loci (matK, rbcL, rpoB and rpoC1) were present
No. of species analyzed
K2P distance (Range)
No. of species successfully discriminated
% Species Resolution using K2P distances
(0 - 0.0371)
(0 - 0.023)
(0 - 0.0296)
(0 - 0.0171)
Determination of species resolution
Out of 129 species analyzed for ITS, two species pairs exhibited distance estimates lower than the maximum intra-specific variation recorded. Therefore, these species could not be discriminated on the basis of ITS sequences. However, on literature survey, it was realized that both these species pairs, D. macrostachyum Lindl./D. stuartii F.M. Bailey ; and D. goldschmidtianum/D. miyakei (http://orchid.unibas.ch/site.synonyms.php) in fact represent the same species as the names are synonyms. This provided an example of congruence of conventional taxonomy and DNA barcoding.
Of the 69 species analyzed for matK, 53 could be successfully discriminated on the basis of K2P distances. Therefore, the species resolution was 76.81%. Likewise, the species resolution was observed to be 37.5% when rbcL sequences of 56 species were analyzed. Other two loci from chloroplast genome - rpoB and rpoC1 represented by 54 and 53 species, respectively, resolved 48.15% and 39.62% species, respectively (Table 4).
The present study based on congeneric species of Dendrobium revealed ITS to be the best DNA barcode affording 100% species resolution, thus apparently pointing towards its suitability as one of the candidate DNA barcodes for land plants. Earlier, some of the other groups had also recommended the use of ITS as DNA barcode for plants because of the presence of its multiple copies in the cells, easy retrieval of amplicons, high quality bidirectional sequences and a high resolution at species level [20, 24]. However, the CBOL Plant Working Group  did not recognize ITS as a suitable locus for DNA barcoding due to the presence of intra-genomic variability, divergent paralogous copies within individuals  and pseudogenes , which could lead to difficulties in obtaining good quality sequences by direct sequencing of PCR products. Though its use as a supplementary barcode was recommended for those taxa in which loci from the chloroplast genome fail to resolve species and the direct sequencing of the PCR product is possible. There are several other limitations which restrict the use of ITS as a core barcode. For example, where the plants possess endophytic fungi there is a possibility of amplification of fungal ITS along with plant ITS . Gonzalez et al. , in their study on 285 samples of Amazonian trees, reported that amplification and sequencing success rate for ITS was only 41%. Likewise, despite having highest sequence variation among the tested loci ITS could discriminate only 50% of the Indian Paphiopedilums as opposed to matK which provided 100% species resolution . These reports pose a question on the universality of ITS.
An alternative to such problem could be the use of any one of the spacers, especially the second internal transcribed spacer (ITS2) as a barcode [11, 28]. This small portion of ITS has been used in several studies and has proved to be useful in species discrimination [45–47]. The problems associated with amplification and sequencing of the entire ITS (ITS1-5.8S rRNA-ITS2) region were also reduced by selecting only ITS2 . When tested for its ability to identify medicinal plants and their close relatives, ITS2 exhibited a discrimination ability of 92.7% at species level in more than 6600 plant samples, belonging to 4800 species from 753 genera . Yao et al.  downloaded 50, 790 and 12, 221 ITS2 sequences belonging to plants and animals, respectively, from the GenBank and reported that this locus could successfully discriminate 76.1% dicotyledons, 74.2% monocotyledons, 67.1% gymnosperms, 88.1% ferns, 77.4% mosses and 91.7% animals at the species level. Since length of ITS2 is more conserved across plants than ITS1, it becomes easier to recognize the amplicon and sequence it in both directions . However, there is a trade-off between high universality and the number of informative characters available for identification. Thus, ITS2 alone may not be suitable because of small sequence length (approx. 300 bp) which may not possess adequate amount of molecular information to discriminate congeneric species. This is best exemplified by the investigation on the members of the family Euphorbiaceae . Using ITS2, species discrimination rate within the family was 91% but was only 68% among congeneric species of one genus - Glochidion .
Lahaye et al.  studied more than 1036 species of Mesoamerican orchids for checking the suitability of matK for cataloguing the plant biodiversity. They reported that matK alone or in combination with trnH-psbA could correctly identify > 90% of the investigated species. In the present study too, among the chloroplast loci studied, matK provided maximum species resolution of 80.56% when compared individually. However, the two-locus combination of matK+rbcL suggested by CBOL Plant Working Group for the land plants resolved 80.77% species as opposed to 86.54% provided by the combination of matK+rpoC1 in the analysis based on 52 species of Dendrobium. Based on only the chloroplast loci, the species resolution of 92.31% was provided by a combination of matK+rpoB+rpoC1, one of the three locus combinations suggested by Chase et al.  as DNA barcode. The trends were essentially similar when the data of 36 species were analyzed. These conclusions indicate the futility of including rbcL in the DNA barcode of at least Dendrobium species. The need for taxa specific barcode was also amply demonstrated by the study of Seberg and Petersen  who tested six plastid regions in different combinations for discriminating 86 species of Crocus and obtained maximum species resolution of 92% with a four locus combination of ndhF+matK+trnH-psbA+rps8-rpl36.
The trnH-psbA intergenic spacer has been reported as an effective barcode for Dendrobium species . However, in our experience this posed problem in sequencing, which could be due to the occurrence of mono-nucleotide repeats or poly(A) structure within its sequence [32, 49]. Even other workers have commented on the un-suitability of this locus as a barcode as its length varies from 300 - 1000 bp which could pose problem in sequence alignment . Furthermore, it has also been reported that in orchids and amaryllids there is an insertion of rps19 and rpl22 genes within this spacer [5, 22, 37], hence causing difficulties in identification of the correct band among the amplicons, in case multiple bands are obtained. Recently, this spacer has also been found to contain intra-specific inversions in some species of Gentianaceae, which might lead to overestimation of sequence divergence among conspecific individuals .
List of ten Dendrobium species that are completely resolved (100%) by each of the four tested chloroplast loci
Analysis of selected ten species. Average inter-specific K2P distances for four loci from chloroplast genome involving 10 species that were successfully resolved by each locus
Average inter-specific divergence (range)
0.02 (0.0041 - 0.0391)
0.0111 (0.0050 - 0.0185)
0.0104 (0.0058 - 0.0203)
0.0097 (0.0048 - 0.017)
From the above, it becomes apparent that a universal barcode for plants, whether based on single locus or multiple loci, is still comparable to the "holy grail". In such a situation, the suggested use of the whole chloroplast sequence as a single locus barcode [35, 57] might become a distinct possibility in near future; especially with advancements and significant cost reduction in sequencing technology. Moreover, this approach would not be dependent on the availability of universal primers as PCR amplification is not required and due to the availability of increased matrix length and number of informative sites the resolution would be tremendously increased. This has been well demonstrated and highlighted by an investigation on 32 gymnosperms, where resolving powers of the suggested two-locus barcode (rbcL-matK) and whole chloroplast genome were compared . The present limitations to use of chloroplast sequences generated through MPS of total DNA for DNA barcoding are (i) inability of recovering indels necessary for distinguishing recently diverged species, (ii) availability of limited number of chloroplast genome sequences as reference sequences for assembly of short sequences generated by this method, and (iii) still to be demonstrated applicability of this approach for taxa having large genomes .
In conclusion, one can say that a universal barcode for plants is as illusive as it was in 2005 when the first substantive study on DNA barcoding of plants appeared . Rather, it needs to be accepted that DNA barcodes would be taxa specific. Thus, these are not likely to have as wider applicability; especially the capability of identifying the source of a totally unknown plant tissue, as has been continually envisaged and projected. However, if the use of whole chloroplast genome as single locus barcode becomes a reality the projected wider applicability of DNA barcoding might be restored.
The plants under investigation (292 accessions belonging to 36 species of Dendrobium) were collected/procured from different geographical locations of India viz., Pachmarhi (Madhya Pradesh), Nainital, Dehradun, Mussoorie and adjoining areas (Uttarakhand), Kolhapur and adjoining areas (Maharashtra), Kalimpong (West Bengal), Tropical Botanic Garden and Research Institute (TBGRI), Thiruvananthapuram (Kerala), Dibrugarh University (Assam), Bio-Resource Development Center (BRDC), Shillong (Meghalaya) and Botanical Survey of India (BSI), Shillong (Meghalaya) (see Additional file 5). During collection, it was ensured that no vegetative link existed between the two different accessions of the same species.
Loci and primers
Five loci (matK, rbcL, rpoB, rpoC1 and trnH-psbA spacer) from the chloroplast genome and one locus (ITS) from nuclear genome of 292 individuals, belonging to 36 species of Dendrobium were tested for their ability to resolve congeneric species and to infer their applicability and efficacy as DNA barcodes. Primers for the amplification of matK, rbcL, rpoB and rpoC1 were taken from the Kew website (http://www.kew.org/barcoding/protocols.html) and were aligned with the chloroplast genome of Phalaenopsis aphrodite subsp. formosana [GenBank: NC_007499.1] . The corresponding sequences were then taken as the primers for amplification of the respective loci. These primer sequences have also been used by us for the DNA barcoding of Paphiopedilum, another orchid . The primers used for trnH-psbA spacer were those that were originally used by Tate and Simpson  and subsequently by Kress et al. . ITS was amplified using the primers IT1 and IT2 , which have been reported to amplify ITS in both plants [6, 59], (http://tdares.coa.gov.tw/htmlarea_file/web_articles/tdais/617/64-2.pdf) and animals (http://scialert.net/fulltext/?doi=jbs.2009.51.56).
DNA isolation and amplification
Total genomic DNA of each accession was extracted, using (1) CTAB method , (2) genomic DNA purification kit (Fermentas #K0512), or (3) a modified CTAB protocol . The last method was used for species with high mucilage content in their leaves and for those accessions in which pseudobulbs were the source of genomic DNA. PCR reaction mixture (20 μl) consisted of 1 unit of Pfu DNA polymerase (Fermentas #EP0502), 2 μl 10× PCR buffer with MgSO4, 2 μl of 2 mM dNTPs, 2 μl of each primer (10 μM) and 20 - 30 ng of template DNA. The thermal cycle for amplification of ITS was the same as followed by Tsai et al. . For the loci from the chloroplast genome, thermal cycle consisted of an initial incubation for 5 min at 94°C, followed by 35 cycles of 30 sec at 94°C, 40 sec at 50°C, 1 min at 72°C, with a final extension of 7 min at 72°C . PCR products were electrophoresed in 1% TAE (Tris-acetate-EDTA) agarose gels containing 0.5 μg/mL ethidium bromide (EtBr) and visualized on a UV trans-illuminator.
Sequencing and analysis
The samples for which a single band of amplicon was obtained, 2 μl mixture of Exonuclease I (Exo I, Fermentas #EN0582) and Shrimp alkaline phosphatase (SAP, Fermentas #EF0511) containing 10 U Exo I and 1 U SAP was used to clean up 8 μl of PCR product. For the samples that produced multiple bands after amplification, the correct band was purified using GeneJET Gel Extraction Kit (Fermentas #K0692). The final product was subjected to forward and reverse sequencing using BigDye terminator v3.1 cycle sequencing kit on ABI Prism 3700 sequencer (Applied Biosystems, USA). The sequencing reaction mixture (10 μl) contained 0.5 μl of BigDye v3.1 ready reaction mixture, 3 μl of PCR product, 2 μl of 5× sequencing buffer, 1 μl of 10 μM primer, 3.5 μl of autoclaved MQ. For cycle sequencing 30 cycles of 10 sec at 96°C, 5 sec at 50°C, and 4 min at 60°C were carried out. Chromatograms were base-called using PHRED; thereafter, forward and reverse sequences were trimmed and assembled using Sequencher (Gene Codes Corporation, Ann Arbor, Michigan, USA). Each sequencher project file consisted of all the sequences of a single species of Dendrobium and its consensus sequence was taken as the representative sequence for that particular species. The identity of each sequence of all the five loci was checked by conducting BLAST analysis on NCBI. All 1180 sequences generated were submitted to the GenBank and their accession numbers [GenBank: HM054534 - HM055361 and GenBank: JF713083 - JF713434] were obtained (see Additional file 5). The intra- and inter-specific K2P distances were determined using MEGA 4.0. The representative sequence for each species was used for determining the inter-specific K2P distances. Multi-locus combinations of the chloroplast genome loci were also tested for their ability to discriminate among the investigated species. To check the performance of various loci, the analyses were extended to the DNA sequences of Dendrobium species already present in GenBank. Different number of sequences - 93, 33, 20, 18 and 17 for ITS, matK, rbcL, rpoB and rpoC1, respectively (see Additional file 4),-representing as many species in addition to the 36 species investigated under the present study, were downloaded from the GenBank. The species resolution was calculated by preparing a K2P distance matrix of all the species from the aligned DNA sequences of a particular locus using MEGA 4.0 . Two species were considered as distinct, if their inter-specific K2P distance was more than the maximum intra-specific distance. Thus, species resolution of each locus was calculated according to the following formula:(A - B) × 100/A, where A = total no. of species and B = no. of species with K2P distance less than or equal to the intra-specific distance.
Consortium for Barcode of Life
cytochrome c oxidase 1
Cetyl trimethyl ammonium bromide
Deoxy Nucleotide triphosphate
Nuclear Ribosomal Internal Transcribed Spacer
- matK :
Molecular Evolutionary Genetic Analysis
National Centre for Biotechnology Information
Polymerase Chain Reaction
- Pfu :
- rbcL :
Rubisco Large sub-unit
- rpoB :
RNA polymerase β sub-unit
- rpoC1 :
RNA polymerase β' sub-unit
Transfer RNA for histidine - D1 protein of photosystem II
We thank Mr. U.C. Pradhan (Kalimpong, West Bengal), Dr. Pankaj Kumar and Dr. Jeevan Singh Jalal (Wild Life Institute of India, Dehradun), Prof. S.R. Yadav (Shivaji University, Kolhapur), Dr. C. Sathish Kumar (TBGRI, Thiruvananthapuram), Dr. S.K. Sharma (Bio-Resources Development Centre, Shillong, Meghalaya), Dr. B. K. Sinha (BSI, Shillong) and Prof. S. Rama Rao (NEHU, Shillong, Meghalaya) for their help in collection, procurement and/or identification of the plants. We are indebted to Prof. A. K. Tyagi, Director, National Institute of Plant Genome Research (NIPGR), New Delhi, for his encouragement in initiating work on DNA barcoding in the laboratory, and also for his keen interest throughout the course of this investigation. SBB gratefully acknowledges the award of a research project by the Department of Biotechnology (DBT), Government of India for conducting the research presented in this paper. The award of junior and senior research fellowships to HKS and IP by the Council of Scientific & Industrial Research (CSIR) and University Grants Commission (UGC), New Delhi, respectively is also thankfully acknowledged.
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