Morphological and biochemical characterization of Dioscorea alata L. landraces from Northern Eastern region, India
Abstract
Yam is an important monocotyledonous tuberous plant belonging to Dioscoreaceae family. It is a climate resilient food security crop widely cultivated in India and Africa. The genus Dioscorea contains about 644 species out of which 50 species are reported from India and 28 species and 25 cultivated varieties are reported from northeastern region of India. The most commonly edible Dioscorea specie found in northeastern region is Dioscorea alata (Dioscorea alata L.) which provides a good source of dietary carbohydrates to the tribal section of the society. In the present study, 37 accessions of Dioscorea alata collected from different parts of northeastern region of India were characterized based on 38 qualitative and 13 quantitative traits including the major yield components and six biochemical characteristics. Among the 57 morphological and biochemical characters used in this study, 16 (28.07%) were the most discriminating characters for the D. alata accessions evaluated. Traits like tuber size, shape and skin colour, young stem and leaf colour, leaf number, crude fiber, ash content and sugar content were of great importance to distinguish D. alata accessions of North-Eastern region of India. These traits were considered for Principal Component Analysis (PCA) with a measure of Sample Adequacy greater than 0 .6. The first six principal components of data accounted for 49.15 % of the total variance among accessions. Cluster analysis revealed that most of the accessions clustered randomly among two groups regardless of geographical locations and there were no duplicate accessions. Accessions were clustered mainly by stem height, emergence habit, petiole length and skin colour at tuber head.
Full Text
Tables and figures are in the full-text PDF.
Introduction
The genus Dioscorea contains about 644 species that are distributed throughout the tropics out of which eight species are under cultivation (Govaerts et al., 2007; Asiedu and Sartie, 2010) [16,5] .Yams originated primarily from Africa and Asia then gradually spreading to other tropical or subtropical areas of America and Polynesia, where some Dioscorea species represent economically important tuber crops (Coursey, 1967). Now the crop is of major importance in the diet and economic life of more than 100 million people especially in West Africa, the Caribbean islands, parts of Asia, and Oceania (Ravindran and Wanasundera, 1992; Girardin et al., 1998) [37,15] . Yams are quite rich in starch, accounting for 60 to 89 per cent of yam carbohydrates (Degras, 1986) [10] as well as protein, vitamins, potassium, sodium, magnesium, copper and zinc (Baah et al., 2009) [7] . Yam flour had higher levels of fibre than potato flour, refined wheat flour, maize and rice (Woolfe, 1987) [45] . Besides, it also has medicinal properties such as the steroidal sapogenins, used in the production of cortisone and synthetic steroid hormones, hence gaining popularity in industrial and medicinal sector. Yam is the fourth most important tropical root and tuber crop after potato, cassava and sweet potato (Fu et al., 2005) [14] . Over the decades, the area under yam production in India has increased from 1.15 million hectare in 1961 to 5.05 million hectare in 2013 with an increasing yield from 72.35 thousand metric tons in 1961 to 119.12 thousand metric tons in 2013 (FAO, 2014). As compared to other cultivated species of yam, D. alata is superior to Performance of individual accession was recorded and composite sample from the three replications of each accessions were collected for further chemical analysis. The quantitative data were analyzed for analysis of variance (ANOVA) using RBD to identify genotypes that were significantly different from each other. Principal component analysis (PCA) was done using R software using factorMinor package (Le et al., 2002). The PCA data was used to generate eigenvalues, cumulative variability and load coefficient values. The principal component with eigenvalues >1.0 were selected and those traits that had load coefficients > 0.6 were considered relevant scores for the PC and considered as valuable traits for distinguishing between the genotypes (Jeffers, 1967) [22] . Cluster analysis was used to estimate pair-wise genetic similarity values based on qualitative traits among accessions using Jaccard's dissimilarity index. The similarity matrix base on Jaccard's coefficient of dissimilarity then used to construct a dendrogram using Ward's linkage method with IBM SPSS software.
Results and Discussion
Variation in qualitative traits assessed [3] where out of 49 D. alata accessions used for the study, 71.4 per cent had green leaf margin colour which was the majority over purple and yellow leaf margin colours. [3] and Munaweera et al. (2020) [31] both found comparable outcomes, indicating that the cordate leaf shape was the predominant shape observed during their examination of morphological variations in Dioscorea spp. in Ghana and Sri Lanka, respectively. Regarding matured leaf margin colour, majority of the germplasm under study (32 germplasm) possessed green coloured leaf blade margin and only few (5 germplasm) had purple margin. The existence of two types of petiole wing colour i.e. purple and green had similarly been reported by Islam et al. (2011) [21] with purple petiole wing colour being the dominant in D. alata accessions. However, in our study, green petiole wing colour is the most dominant (25 germplasm) followed by green with purple edges (9 germplasm) and purple (3 germplasm). Our study is in line with the findings of Anokye et al. (2014) [3] . Majority of the germplasm (29 germplasm) under study exhibited intermediate distance between lobes followed by no measurable distance between lobes (5 germplasm) and only three germplasm exhibited very distant distance between leaf lobes. With respect to leaf tip shape, the germplasm fell into two categories as acute (32 germplasm) which was the majority and obtuse (5 germplasm). The flowering aspect is advantageous to breeders since genotypes that flower can produce seeds for sexual reproduction to enhance genetic improvements (Denadi et al., 2020) [12] . In our study, only D. alata accessions flowered. Type of inflorescence among the germplasm were found to be male which further categorized under three groups i.e. spike (5 germplasm), raceme (4 germplasm) and panicle (5 germplasm). Wu-Wenqiang et al. (2019) [46] reported about 41.5 per cent flowering in D. alata genotypes in China. Sartie and Asiedu (2014) [39] observed that about 45 per cent of D. alata genotypes produced flowers with the male being 49 per cent and female 19.9 per cent. No variation was observed among the Dioscorea alata germplasm regarding colour of inflorescence. All the inflorescence bearing germplasm manifested yellow colour of inflorescences under investigation. The formation of aerial bulbils in D. alata has been reported (Sanada at el., 2018; Wu et al., 2019) [38,46] .In our study, majority of germplasm produced no areal tubers (26 germplasm) while only germplasm produced aerial tuber. Variation in the shape of aerial tubers was found among the germplasm under evaluation. Aerial tubers manifested most variable shapes i.e. round, oval, elongated and irregular. Jyothy et al. (2017) [23] also reported variations in aerial tubers among D. alata accessions from India in which oval, round, cylindrical and irregular tuber shapes were observed.
Regarding skin colour of aerial tubers, three main colours were observed viz., greyish, dark brown and light brown whereas, the study on the surface texture of aerial tubers revealed three predominant textures among the Dioscorea alata germplasm under investigation i.e. smooth (7 germplasm), rough (3 germplasm) and wrinkled (1 germplasm).
With respect to number of underground tubers per hill, the greater yam germplasm were grouped into two categories of which 24 germplasm were under few (2-5 numbers per hill) group and remaining 13 germplasm were categorized under several (>5 numbers per hill) group. Based on relationship of tubers, three types of variations were observed among the germplasm, of which 8 of them were completely separate but closed together, germplasm were fused at neck region and majority of germplasm (17 germplasm) were completely separate and distant.Three predominant places for roots were found on tuber surface among the Dioscorea alata germplasm under investigation i.e. entire tuber (19 germplasm), upper surface (17 germplasm) and lower surface (1 germplasm). Roots on tuber surface classified the germplasm into two groups viz., few and many. Among them, majority of germplasm (30 germplasm) produced few roots on tuber surface while 7 germplasm produced many roots on tuber surface. Tuber skin texture varied from wrinkled (20 germplasm), which was the majority, followed by smooth (11 germplasm) and rough (9 germplasm). Similar observations were reported by Jyothy et al. (2017) [23] regarding tuber skin texture where out of 45 accessions conserved in CTCRI, Kerala, majority of the germplasm had warty skin texture while others have moderately smooth and smooth skin texture of underground tubers of D alata. Regarding tuber shape, a wide range of morphological variation was observed among the accessions. The observed tuber shapes were oval, cylindrical, digitate, oval-oblong and irregular. In the diversity pattern study of D. alata in Brazil (Siqueria et al., 2014) [41] three tuber shapes, namely irregular, oblong and round were found. But in the present study more than three shapes were found indicating more variability of this crop in India. Our observations are in line of research with Jyothi et al. (2017) in CTCRI, Kerala. Regarding tuber skin thickness, germplasm possessed skin thickness <1mm while 22 germplasm produced skin with >1mm thickness. Wide variation existed among the germplasm pertaining to skin colour beneath the bark. There was an equal percentage of yellowish white (45.95%) and light purple (45.95%) which was followed by dark purple to cream colour. Anokey et al. (2014) reported that light maroon tuber skin colour beneath the bark were in the majority among the 49 accessions of D. alata studied in Ghana, followed by dark maroon with only few collections having greyish tuber skin colour beneath the bark. Regarding skin colour at head portion of the tubers, variation was observed under evaluation. Tubers manifested variable colours at head portion i.e. yellowish white was in majority (23 germplasm), followed by purple with white (6 germplasm), light purple (4 germplasm), purple (3 germplasm) and white (1 germplasm). Four distinct flesh colours were observed among the germplasm under investigation. Majority of the germplasm (19 germplasm) exhibited white flesh colour, 10 germplasm produced yellow flesh colour, 5 germplasm expressed light purple flesh colour and remaining 3 germplasm manifested yellowish white flesh colour at central transverse cross section of underground tubers. Similar observations have been reported in the studies done by Demuyakor et al.
(2013) [11] and Anokye et al. (2014) [3] . Among the genotypes evaluated, yellowish white / off-white emerged at the pre dominant character among the flesh colour of the accessions. The sequence that ensued was purple, purple with white and yellow having the least relative frequency. Jyothy et al. (2017) [23] observed that 86.7 per cent of yam accessions had off-white while 2.2 per cent were purple flesh colour. Cream and purple flesh colours were also dominant colours in D. alata reported by Trimanto and Hapsari (2015) [43] .
Variations were observed regarding tuber flesh oxidation colour of the germplasm under study. Four main colours were observed viz., yellowish brown, brown, light brown and light purple of which yellowish brown colour was the majority (17 germplasm), followed by light brown (10 germplasm), light purple (7 germplasm) and brown (3 germplasm). Regarding tuber flesh texture, majority of the germplasm had smooth texture (18 germplasm), followed by smooth (13 germplasm) and very grainy (6 germplasm). Accessing 49 D. alata accessions from Ghana, Anokye et al.
(2014) [3] observed that majority of the accessions had smooth texture while others had grainy tuber flesh. Variation in quantitative characters (Morphological characters) Several factors influence quantitative traits and hence are not stable as qualitative traits. Among the 37 D. alata accessions, data was recorded for eighteen quantitative characters and performed ANOVA (Analysis of Variance). [21] .
Their study presented that the length of main tuber ranged between 5.4 to 66.4 cm and width was 2.5 to 15. [29] . Lebot et al.
(2005) [25] observed that D. alata varieties with good eating quality are characterized by high dry matter, starch and amylase contents.
Starch is known to account for about 80 per cent on a dry weight basis of yam carbohydrate, which is also a dominant factor in determining the physicochemical, rheological and textural characteristics of yam food products (Moorthy, 1994) [30] . There is a significant range of starch content in white yam (Dioscorea rotundata), with values ranging from 33.9 to 75.7 per cent (Oladeji et al., 2014) [34] and 93.67 per cent (Adegunwa et al., 2011) [1] . On the other hand, Dioscorea alata has a starch content of 62.94 per cent (Adegunwa et al., 2011) [1] , which is comparable to the findings of Baah et al. (2009) [7] with a range of 16. [25] . In present study, percentage of sugar content ranged between 4.48 per cent for CVand 11.60 per cent for CVwith a mean of 8.04 per cent. A comparable range of 0.62 to 15.8 per cent sugar had been reported for D. alata varieties by Maziya-Dixon and Asiedu (2003) [29] . A wide range of soluble sugar in D. alata had also been detected earlier by Oladeji et al. (2004). Germplasm like CV29 and CVwere recorded with the highest ash content where as lowest ash content was found in germplasm CV23 (Table.9). The ash content serves as an indicator of the mineral status, despite the fact that contamination may suggest a high concentration in a given sample (Baah, 2009) [7] . Values ranged between 4.78 per cent to 2.53 per cent with a mean of 3.66 per cent. Comparable ash content (2.50 to 4.90%) had been reported for D. alata tubers (Labot et al., 2005). Crude fiber content ranged between [1] .39 percent to 4.58 per cent with a mean of 2.99 per cent. The presence of crude fiber in our study was found to be significantly higher compared to previous reports in False Yam flour (Icacina trichantha) (1.06 to 1.51%) (Umoh and Iwe, 2014) [44] , greater yam (Bhandari et al., 2003) (0.6 to 1.5%), and elephant foot yam (Lenka and Nedunchezhiyan, 2013). Crude fiber plays a crucial role in preventing obesity by promoting food bowel movement and also contributes to the prevention of diabetes, colon cancer, and other gastrointestinal tract ailments (Topping and Clifton, 2001) [42] . Comparable range of 1.10 to 4.09 per cent crude fiber content for Dioscorea alata had been reported by Patel et al.
(2019) [35] . In the present study, CV21, CVand CV32 genotypes with higher crude fiber content can be selected and cultivated specially for high crude fiber content. The total phenol content in yam has been positively correlated with the rate of browning as browning is attributed to enzymatic oxidation of polyphenols in yam (Asemota et al., 1992; Muzac-Tucker et al., 1993) [4,32] . In present study, total phenol content of D. alata germplasm ranged between 0.46 to 4.69 g/100g. Muzac-Tucker et al.
(1993) [32] reported a range of 0.061 to 10.50 g/100g of total phenol on dry weight basis in D. alata germplasm while 0.023 to 0.034 g/100g was obtained for D. rotundata germplasm. [23] . Haydar et al. (2007) [18] also stated that diversity among genetic materials were contributed by the traits that have the greatest value and positive feature vector. [8] . The first six principal components contributed 49.15 per cent of the total variation and the results are in line with the work done by Jyothy et al. (2017) [23] with 50.12 per cent and was slightly lower than variations observed by Norman et al. (2011) [33] and Agre et al. (2019) [2] with 74.3 per cent and 71.44 per cent of the total variation, respectively. Among the 57 morphological and biochemical characters used in this study, 16 (28.07%) were the most discriminating characters for the D. alata for the yam genotypes evaluated. Our results are in confirmatory with the findings of Anokye et al. (2014) [3] who reported 23 characters (21.5%) out of the 107 characters as the most discriminating traits. In another study, Hasan et al. (2008) [17] reported 25 characters (53.2%) out of 47 characters were the most discriminating. Despite using many characters, only a few characters might be necessary to discriminate among genotypes of different yam species. Our study revealed that, the most discriminating characters such as underground tuber size, shape and skin colour, young stem and leaf colour, leaf number, crude fiber, ash content and sugar content can be used by the farmers and breeders to preliminary identify and distinguish D. alata genotypes of North-Eastern region of India.
Cluster analysis
Cluster analysis of thirty seven Dioscorea alata germplasm generated a dendrogram which divided the grmplasm into two main clusters viz., cluster I (CL-I) and cluster II (CL-II). Observations recorded for the morphological and biochemical characters of D. alata were used for clustering with hierarchical clustering using the ward's linkage. It revealed that the D. alata germplasm exhibited greater degree of variation for the 57 different morphological and biochemical traits observed and germplasm were clustered mainly by stem height, emergence habit, petiole length and skin colour at tuber head. The germplasm having skin colour white with purple at tuber head, light maroon cortex colour and light purple flesh oxidation colour (CV7, CV6, CV37, and CV2) were found to be highly divergent from other germplasm and grouped as a separate sub cluster under study. Similar results were also observed by Sheela et al.
Dendrogram using ward linkage
(2016) [40] and Jyothy et al. (2017) [23] where germplasm with purple flesh colour were found to be highly divergent from other germplasm. Mahalakshmi et al. (2007) [27] also reported the use of morphological traits to obtain a core collection for D. alata by evaluating a total of 772 accessions.
In the dendrogram, most of the germplasm clustered randomly among two groups regardless of geographical locations. It was also observed that geographically closer germplasm were grouped under different clusters. Germplasm like CV37 (check) from Kerala were grouped with the germplasm from Arunachal Pradesh and Assam in cluster I. These results suggested that geographical origin of the D. alata germplasm does not bear any relationship with morphological and biochemical characterization. This is confirmatory with other reports based on morphological analysis by Massawe and Temu (2022) [28] , Jyothy et al.
(2017) [23] and Anokye et al. (2014) [3] . The informal nature of yam trade and exchange of planting materials among farmers and states leads to duplication of planting materials and majority of the germplasm were most likely clones of a common source (Anokye et al., 2014) [3] . Furthermore, lack of breeding and conservation programmes could have contributed to the similarity of yam genotypes between the region (Massawe and Temu, 2022) [28] . Atieno et al. (2020) [6] also noted this phenomenon, where yam genotypes from various regions of Kenya were classified together, regardless of their geographical origins.
Conclusion
In the present study, 37 germplasm of greater yam collected were morphologically and biochemically analyzed using the descriptors of yam. According to the present study, there were no duplicate germplasm identified and it can be maintained as core collection because it depicts wide spectrum of variability and also represent landraces representing different yams growing regions of the North-Eastern states. Moreover, out of 37 germplasm studied, 10 germplasm viz. G7 (Dhubri), G16 (West Kameng), G5 (Bongaigaon2), G29 (Sivasagar), G13 (Barpeta), G14 (Goalpara1), G3 (Nagaon), G27 (Namphai), G2 (Mokokchung) and G12 (Tezpur2) showed highest values for desirable characteristics. Among these 10 germplasm, G7 (Dhubri) showed highest values for maximum 5 desirable characters followed by G16 (West Kameng1) for 4 desirable characters. Therefore these germplasm can be further evaluated and used in breeding programmes. Principal component analysis showed that the eigen values of the first six principal components of data accounted for 49.15% of the total variance among germplasm. Morphological traits like tuber width, tuber length, tuber skin colour, stem height, distance between lobes, leaf tip shape, young leaf margin colour, young leaf vein colour, young leaf petiole colour, internodal length, tuber shape, days to emergence, leaf number, tuber yield, stem colour and biochemical characters like crude fiber content, ash content and sugar content were all found to be of great importance in distinguishing the germplasm in greater yam. The 37 greater yam germplasm were grouped into two major clusters with Cluster I having maximum number of germplasm (13) and Cluster II with 24 germplasm. The cluster dendrogram based on morphological and biochemical data revealed that the D. alata germplasm exhibited very high level of variation and no duplicate accessions were observed among the genotypes studied. So, conservation of these genotypes and inclusion in food chain as an additional tuber crop next to potato, cassava and sweet potato will help to curb malnutrition & lower incidence of other diet related diseases particularly in weaker section of the society. This will broaden the range of uses for this underutilized tuber beyond its current utilization in the North-Eastern region of India.
Acknowledgement
AcknowledgementThe authors thank the Assam Agricultural University (AAU), Jorhat, Assam for allowing conducting the research work. They also acknowledge the whole staff members in the Department of Horticulture, Crop Physiology, Agricultural Biotechnology and Agricultural Statistics under AAU, Jorhat Assam and the farmers who provided planting materials for the study.
References
- Adegunwa M, Alamu E, La O. Effect of processing on the nutritional contents of yam and cocoyam tubers. Journal of Applied Biosciences. 2011; 46:3086-3092.
- Agre P, Asibe F, Darkwa K, Edemodu A, Bauchet G, Asiesu R, Adebola P, Asfaw A. Phenotypic and molecular assessment of genetic structure and diversity in a panel of winged yam (Dioscorea alata) clones and cultivars. Scientific Research. 2019;9(1):18-21.
- Anokye M, Paddy J, Otoo E. Morphological characterization of some water yam (Dioscorea alata L.) germplasm in Ghana. Journal of Agricultural Science and Technology. 2014; 4:518-532.
- Asemota HN, Wellington MA, Odutaga AA, Ahmad MA. Effect of short-term storage on phenolic content, o-diphenolase and peroxidase activities of cut yam tubers (Dioscorea spp.). Journal of the Science of Food and Agriculture. 1992; 60:309-312.
- Asiedu R, Sartie A. Crops that feed the World 1. Yams. Food Security. 2010;2(4):305-315.
- Atieno V, Gatheri GW, Kumau JW, Muthini M. Morphological and molecular characterization of cultivated yam (Dioscorea species) in selected counties in Kenya. 2020.
- Baah FD, Maziya-Dixon B, Asiedu R, Oduro I, Ellis WO. Nutritional and biochemical composition of D. alata (Dioscorea spp.) tubers. Journal of Food, Agriculture and Environment. 2009;7(2):373-378.
- Bekele A, Bekele E. Identification of Ethiopian yam (Dioscorea spp.) collections and their phenotypic diversity study. Agricultural Sciences. 2020;11:11-16.
- Coursey DG. Yams. In: Chan HT, editor. Handbook of Tropical Foods. New York (USA): Marcel Dekker; 1983. p. 555-601.
- Degras L. L'igname: plante à tubercule tropicale. In: Coste R, editor. Techniques Agricoles et Productions Tropicales. Paris (France): Maisonneuve & Larose; 1986.
- Demuyakor B, Dukrog TM, Chikpah SK. Yam germplasm in Ghana: A survey on varietal identification and characterization of Dioscorea rotundata-alata in northern region of Ghana. International Journal of Agronomy and Plant Production. 2013;4(4):719-726.
- Denadi N, Gandonou C, Missihoun AA, Zoundjihekpon J, Quinet M. Plant characterization in water yam (Dioscorea alata L.). Tropical Agriculture and Development. 2020;62:109-114.
- Food and Agriculture Organization. Tropical Root and Tuber Crops. In: Onwueme IC, Charles WB, editors. Production, Perspectives and Future Prospects. FAO Plant Production and Protection Paper No. 126. Rome (Italy): FAO; 1994.
- Fu YC, Huang PY, Chu CJ. Use of continuous bubble separation process for separating and recovering starch and mucilage from yam (Dioscorea pseudojaponica Yamamoto). LWT -Food Science and Technology. 2005;38(7):735-744.
- Girardin O, Nindjin C, Farah Z, Escher F, Stamp P, Otokore D. Effect of storage system and sprout removal on post-harvest yam (Dioscorea spp.) fresh weight losses. Journal of Agricultural Science. 1998;130:329336.
- Govaerts R, Wilkin P, Saunders RMK. World Checklist of Dioscoreales: Yams and Their Allies. 2007. Available from: http://apps.kew.org/wcsp/home.do
- Hasan SMZ, Ngadin AA, Shah RM, Mohamad N. Morphological variability of greater yam (Dioscorea alata L.) in Malaysia. Plant Genetic Resources. 2008;6:52-61.
- Haydar A, Ahmed MB, Hannan MM, Razvy MA, Mandal MA, Salahin M, Karim R, Hossain M. Analysis of genetic diversity in some potato varieties grown in Bangladesh. Middle-East Journal of Scientific Research. 2007;2(3-4):143-145.
- International Institute of Tropical Agriculture. Yam production in Africa. Nigeria: International Institute of Tropical Agriculture; 2009.
- International Plant Genetic Resources Institute. Descriptors for Yam (Dioscorea spp.). Rome (Italy): International Plant Genetic Resources Institute; 1997.
- Islam MDT, Chowdhury RU, Rozina A, Sajia R, Mamtazul Haque MD. Characterization and maintenance of yam (Dioscorea spp.) germplasm. Bangladesh Journal of Agricultural Research. 2011;36(4):605-621.
- Jeffers JN. Two case studies in the application of principal component analysis. Journal of the Royal Statistical Society: Series C (Applied Statistics). 1967;16:225-236.
- Jyothy A, Sheela MN, Radhika NK, Anwar I. Morphological characterization of greater yam (Dioscorea alata L.) landraces in Kerala. Journal of Root Crops. 2017;43(1):3-10.
- Le S, Josse J, Husson F. FactoMineR: an R package for multivariate analysis. Journal of Statistical Software. 2008;25(1):1-18.
- Lebot V, Malapa R, Molisale T, Marchand JL. Genetic resources of yam. Genetic Resources and Crop Evolution. 2005;52:1-10.
- Lenka A, Nedunchezhiyan M. Biochemical composition of two edible aroids. E-Planet. 2011;10(2):39-42.
- Mahalakshmi V, Atalobhor NNGJ, Ogunsola D, Lawson M, Ortiz R. Development of a West African yam (Dioscorea spp.) core collection. Genetic Resources and Crop Evolution. 2007;54:1817-1825.
- Massawe JI, Temu GE. Morphological variabilities and identification of yam (Dioscorea spp.) genotypes from major growing regions in Tanzania. Tanzania Journal of Science. 2022;48(4):897-912.
- Maziya-Dixon B, Asiedu R. Characterization of physicochemical and pasting properties of yam varieties. Project A Annual Report. Ibadan (Nigeria): International Institute of Tropical Agriculture; 2003.
- Moorthy SN. Tuber Crop Starches. Technical Bulletin Series No. 18. Thiruvananthapuram (India): Central Tuber Crops Research Institute; 1994.
- Munaweera K, Samarasinghe G, Shreemathie E, Dasanayake N. Genetic variation of yam (Dioscorea spp.) accessions of Sri Lanka. Rajarata University Journal. 2020;5:7-12.
- Muzac-Tucker I, Asemota HN, Ahmed MH. Biochemical composition and storage of Jamaican yams (Dioscorea spp.). Journal of the Science of Food and Agriculture. 1993;62:219-224.
- Norman PE, Tongoona P, Danson J, Shanahan PE. Molecular characterization of some cultivated yam (Dioscorea spp.) genotypes in Sierra Leone using simple sequence repeats. International Journal of Agronomy and Plant Production. 2011;3(8):265-273.
- Oladeji AE, Bussie MD, Christian OC, Roberts A. Physiochemical and bioactive properties of selected white yam (Dioscorea rotundata) varieties adapted to riverine areas of Nigeria. African Journal of Food Science. 2014;8(7):402-409. doi:10.5897/AJFS2014.1154.
- Patel KS, Karmakar N, Desai KD, Narwade AV, Chakravarty G, Debnath MK. Exploring greater yam (Dioscorea alata L.) genotypes through biochemical screening for better cultivation in South Gujarat zone of India. Physiology and Molecular Biology of Plants. 2019;25(5):1235-1249.
- Rao GK, Patel NB, Patel AI, Desai KD, Ahlawat TR, Kapadia C. Characterization of greater yam (Dioscorea alata) genotypes by using morphological markers. International Journal of Chemical Studies. 2019;7(3):4961-4967.
- Ravindran G, Wanasundera JPD. Chemical changes in yam tubers (Dioscorea alata and Dioscorea esculenta) during storage. Tropical Science. 1992;33:57-62.
- Sanada A, Cheng C, Kikuno H, Shiwachi H. Bulbil dormancy and formation in water yam (Dioscorea alata L.). Tropical Agriculture and Development. 2018;62:109-114.
- Sartie A, Asiedu R. Segregation of vegetative and reproductive traits associated with tuber yield and quality in water yam (Dioscorea alata L.). African Journal of Biotechnology. 2014;13:2807-2818.
- Sheela MN, Abhilash PV, Asha KL, Arnau G. Genetic diversity analysis in greater yam (Dioscorea alata L.) native to India using morphological and molecular markers. Acta Horticulturae. 2016;1118:51-58.
- Siqueria MV, Dequigiovanni G, Corazon-Guivin MA, Feltran JC, Veasey EA. DNA fingerprinting of water yam (Dioscorea alata) cultivars in Brazil based on microsatellite markers. Horticultura Brasileira. 2014;30:653.
- Topping DL, Clifton PM. Short-chain fatty acids and human colonic function: roles of resistant starch and non-starch polysaccharides. Physiological Reviews. 2001;81:1031-1064.
- Trimanto, Hapsari L. Diversity and utilization of Dioscorea spp. tuber as alternative food source in Nganjuk Regency, East Java. Agrivita Journal of Agricultural Science. 2015;37(2):97-107.
- Umoh EO, Iwe MO. Effects of processing on the nutrient composition of false yam (Icacina trichantha) flour. Nigerian Food Journal. 2014;32(2):1-7.
- Woolfe JA. The Potato in the Human Diet. Cambridge (UK): Cambridge University Press; 1987.
- Wu W, Chen C, Zhang Q, Ahmed JZ, Xu Y, Huang X. A comprehensive assessment of diversity of greater yam (Dioscorea alata) in China. Scientia Horticulturae. 2019;243:116-124.
- Yalindua A, Sudarsono, Bintoro MH, Setiawan A. Morphological diversity analysis of yam (Dioscorea alata L.) from Banggai Islands, Indonesia. Journal of Physics: Conference Series. 2018;1317.
Funding
- Assam Agricultural University
How this paper connects to the literature. Drag to explore, click any node to open that paper.
