Sains Malaysiana 54(3)(2025): 641-651
http://doi.org/10.17576/jsm-2025-5403-03
Effects of Eyestalk Ablation and Limb Autotomy on Moulting, Growth and
Survival Rate of Orange Mud Crab, Scylla olivacea Juveniles for the Production of Soft-Shell Crabs
(Kesan Pembuangan Tangkai Mata dan Autotomi Anggota Badan terhadap Proses Penyalinan Kulit, Pertumbuhan dan Kadar Kemandirian Juvenil Ketam Bakau, Scylla olivacea untuk Pengeluaran Ketam Kulit Lembut)
MHD
IKHWANUDDIN1,2,*, HANAFIAH FAZHAN1,2,3,4, YOUJI WANG5, ALEXANDER CHONG
SHU-CHIEN3,6, MUYASSAR H. ABUALREESH7, MOHAMAD JALILAH1,
AMBOK BOLONG ABOL-MUNAFI1 & KHOR WAIHO1,2,3,4
1Higher Institution Centre of Excellence (HICoE), Institute of Tropical Aquaculture and Fisheries, Universiti Malaysia Terengganu, 21030 Kuala Terengganu,
Terengganu, Malaysia
2STU-UMT Joint Shellfish Research Laboratory, Shantou University,
Shantou, Guangdong, China
3Centre for Chemical Biology, Universiti Sains Malaysia, 11900 USM, Pulau Pinang, Malaysia
4Department of Aquaculture, Faculty of Fisheries, Kasetsart University, Bangkok, Thailand
5International Research Center for Marine
Biosciences, Ministry of Science and Technology, Shanghai Ocean University,
Shanghai, China
6School of Biological Sciences, Universiti Sains Malaysia, 11800 USM, Pulau Pinang, Malaysia
7Department of Marine Biology, Faculty of Marine Sciences, King Abdulaziz University, Jeddah, Saudi Arabia
Received: 4
October 2023/Accepted: 6 December 2024
Abstract
Soft-shell
crabs are highly sought after due to their ease of storage and can be eaten
whole, including the outer carapace. The high demand for soft-shell crabs leads
to the exploration of different production techniques and methods. This study
explores the effect of limb autotomy, eyestalk ablation and their combinations
on the duration and success rate till the next moulting, and the size increment
and survival rate of male juveniles of Scylla olivacea after moult. Additionally, female juveniles were also subjected to limb
autotomy to investigate the potential impact of sex on their response to the
procedure. Full limb autotomy (T2), either alone or with eyestalk ablation
(T4), induced the fastest moulting (average 33 d and 39 d, respectively),
followed by eyestalk ablation (average 57 d) and control (average 82 d). Limb
autotomy, either alone or with eyestalk ablation, resulted in 100% and 90%
moulting success, respectively, whereas that of eyestalk ablation and control
was 50% and 56.83%, respectively. Crabs subjected to both moult-inducing
techniques had the lowest size and weight gain after moulting. Females moulted
faster than males in natural conditions, but this was negligible when limb
autotomy was introduced. Limb autotomy had no impact on the CW increment and
survival rate of both sexes, but greatly reduced their BW increment. Thus, limb
autotomy can be incorporated in the production of soft-shell crabs to reduce
turnover time.
Keywords:
Eyestalk ablation; limb autotomy; mud crab; Scylla olivacea;
soft-shell crab
Abstrak
Ketam kulit lembut sangat digemari kerana kemudahan penyimpanannya dan boleh dimakan keseluruhan, termasuklah cangkerang luarnya. Permintaan yang tinggi untuk ketam kulit lembut membawa kepada penerokaan teknik dan kaedah pengeluarannya yang berbeza. Kajian ini meneroka kesan autotomi anggota badan, pembuangan tangkai mata dan gabungannya terhadap tempoh dan kadar kejayaan sehingga proses bersalin cangkerang seterusnya, serta peningkatan saiz dan kadar kemandirian juvenil jantan Scylla olivacea selepas bersalin cangkerang. Tambahan pula, ketam betina juvenil juga dikenakan autotomi anggota badan untuk mengkaji kemungkinan kesan jantina terhadap tindak balas mereka bagi prosedur tersebut. Autotomi anggota badan sepenuhnya (T2), sama ada secara bersendirian atau gabungan bersama dengan pembuangan tangkai mata (T4) mempercepatkan proses penyalinan cangkerang (purata masing-masing 33 hari dan 39 hari) diikuti oleh ablasi tangkai mata (purata 57 hari) dan kawalan (purata 82 hari). Autotomi anggota badan, sama ada secara bersendirian atau bersama ablasi tangkai mata, masing-masing menghasilkan kejayaan bersalin cangkerang 100% dan 90%, manakala ablasi tangkai mata dan kawalan masing-masing hanya mencapai 50% dan 56.83%. Ketam yang dikenakan kedua-dua teknik induksi penyalinan cangkerang mencatatkan peningkatan saiz dan berat badan yang paling rendah selepas bersalin cangkerang. Ketam betina bersalin cangkerang dengan lebih pantas berbanding jantan dalam keadaan semula jadi, tetapi perbezaan ini menjadi tidak ketara apabila autotomi anggota diperkenalkan. Autotomi anggota badan tidak memberikan kesan terhadap peningkatan lebar cangkerang (CW) dan kadar kemandirian hidup kedua-dua jantina, tetapi mengurangkan peningkatan berat badan (BW) secara ketara. Oleh itu, autotomi anggota badan boleh diamalkan dalam penghasilan ketam kulit lembut untuk memendekkan masa kitaran.
Kata kunci: Autotomi anggota badan; ketam bakau; ketam kulit lembut; pembuangan tangkai mata; Scylla olivacea
REFERENCES
Abdullah-Zawawi,
M-R., Afiqah-Aleng, N., Ikhwanuddin,
M., Sung, Y.Y., Tola, S., Fazhan, H. & Waiho, K. 2021. Recent development in ecdysone receptor of
crustaceans: Current knowledge and future applications in crustacean aquaculture. Reviews in Aquaculture 13: 1938-1957. https://doi.org/10.1111/raq.12552
Allayie, S.A., Ravichandran, S. & Bhat, B.A.
2011. Hormonal regulatory role of eyestalk factors on growth of heart in mud
crab, Scylla serrata. Saudi. Journal of Biological Sciences 18(3): 283-286. https://doi.org.10.1016/j.sjbs.2011.02.0033
Azra, M.N. & Ikhwanuddin,
M. 2016. A review of maturation diets for mud crab genus Scylla broodstock: Present research, problems and future
perspective. Saudi Journal of Biological Science 23(2): 257-267.
https://doi.org/10.1016/j.sjbs.2015.03.011
Bir, J., Islam, S.S., Sabbir,
W., Islam, R. & Huq, K.A. 2020. Ecology and reproductive biology of mud
crab Scylla spp: A study of commercial mud
crab in Bangladesh. International Journal of Academic Research and
Development 5(2): 1-7.
Bonine, K.M., Bjorkstedt,
E.P., Ewel, K.C. & Palik,
M. 2008. Population characteristics of the mangrove crab Scylla serrata (Decapoda:
Portunidae) in Kosrae, Federated States of Micronesia: Effects of harvest and
implications for management. Pacific Scientific 62(1): 1-19.
http://dx.doi.org/10.2984/1534-6188(2008)62[1:PCOTMC]2.0.CO;2
Browdy, C.L. & Samocha,
T.M. 1985. The effect of eyestalk ablation on spawning, moulting and mating of Penaeus semisulcatus de Haan. Aquaculture 49: 19-29. https://doi.org/10.1016/0044-8486(85)90187-5
Chang, E.S. 1989. Endocrine regulation of
moulting in crustacea. Aquatic Science 1: 131-157.
Chang, E.S. & Mykles,
D.L. 2011. Regulation of crustacean moulting: A review and our perspectives. General
and Comparative Endocrinology 172(3): 323-330. https://doi.org/10.
1016/j.ygcen.2011.04.003
Chu, K.H. & Chow, W.K. 1992. Effects of
unilateral versus bilateral eyestalk ablation on moulting and growth of the shrimp, Penaeus chinensis (Osbeck,
1765) (Decapoda, Penaeidea). Crustaceana 62: 225-233. https://doi.org/10.1163/156854092X00127
Chu, K.H. & Leong, P.K.K. 2009. Effects of eyestalk ablation and limb amputation on the
moult cycle of the shrimp Penaeus chinensis. Marine and Freshwater Behaviour and Physiology 19(1): 27-33. https://doi.org/10.1080/10236249109378791
Cooney, P., Korey, C.A. & Hughes, M.
2017. Autotomy and recovery in the snapping shrimp, Alpheus augulosus McClure, 2002 (Caridea: Alpheidae). Journal of Crustacean Biology 37:
701-708. https://doi.org/10.1093/jcbiol/rux082
de la Cruz-Huervana,
J.J.Y., Quinitio, E.T. & Corre Jr., V.L. 2019. Induction of moulting in hatchery-reared mangrove crab Scylla
serrata juveniles through temperature manipulation or autotomy. Aquaculture
Research 50(10): 3000-3008. https://doi.org.10.111/are.14257
Desai, U.M. & Achuthankutty,
C.T. 2000. Complete regeneration of ablated eyestalk in penaeid prawn, Penaeus
monodon. Current Science 79: 1602-1603.
Diarte-Plata, G., Sainz-Hernández,
J.C., Aguiñaga-Cruz, J.A., FierroCoronado,
J.A., Polanco-Torres, A. & Puente-Palazuelos, C.
2012. Eyestalk ablation procedures to minimize pain in the freshwater prawn Macrobrachium americanum. Applied Animal Behaviour Science 140: 172-178. https://doi.org/10.1016/j.applanim.2012.06.002
dos Santos Tavares, C.P., Silva, U.A.T.,
Pereira, L.A. & Ostrensky, A. 2018. Systems and
techniques used in the culture of soft-shell swimming crabs. Reviews in
Aquaculture 0: 1-11. https://doi.org/10.1111/raq.12207
Emberts, Z., Miller, C.W., Kiehl,
D. & Mary, C.M.S. 2017. Cut your losses: Self-amputation of injured limb
increases survival. Behavioral Ecology 28(4): 1047-1054. https://doi.org/10.1093/beheco/arx063
FAO. 2020. The state of world fisheries and aquaculture 2020. FAO Report,
Rome, Italy. p. 244.
Fazhan, H., Waiho, K., Quinitio, E., Baylon, J.C., Fujaya, Y., Rukminasari, N.,
Darin-Azri, M.F., Shahreza,
M.S., Ma, H. & Ikhwanuddin, M. 2020.
Morphological descriptions and morphometric discriminant function analysis
reveal an additional four groups of Scylla spp. PeerJ 8: e8066. https://doi.org/10.7717/peej.8066
Fazhan, H., Waiho, K.,
Darin, Azri, M.F., Al-Hafiz, I., Wan Norfaizza, W.I., Megat, F.H., Jasmani, S., Ma, H. & Ikhwanuddin,
M. 2017a. Sympatric occurrence and population dynamics of Scylla spp. in
equatorial climate: Effects of rainfall, temperature and lunar phase. Estuarine,
Coastal and Shelf Science 198: 299-310.
https://doi.org/10.1016/j.ecss.2017.09.002
Fazhan, H., Waiho, K.,
Wan Norfaizza, W.I., Megat,
F.H. & Ikhwanuddin, M. 2017b. Inter-species
mating among mud crab genus Scylla in captivity. Aquaculture 471:
49-54. https://doi.org/10.1016/j.aquaculture.2017.01.005
Fredrick, W. & Ravichandran, S.
2012. Hemolymph proteins in marine crustaceans. Asian Pacific
Journal of Tropical 2: 496-502.
https://doi.org/10.1016/s2221-1691(12)60084-7
Freeman,
J.A., Kilgus, G., Laurendeau,
D. & Perry, H.M. 1987. Postmolt and intermolt molt cycle stages of Callinectes sapidus. Aquaculture 61: 201-209.
Fujaya, Y., Rukminasari,
N., Alam, N., Rusdi, M., Fazhan, H. & Waiho, K. 2020.
Is limb autotomy really efficient compared to traditional rearing in soft-shell
crab (Scylla olivacea) production? Aquaculture
Reports 8: 100432. https://doi.org/10.1016/j.aqrep.2020. 100432
Gillespie, N.C. & Burke, J.B. 1992. Mud
crab storage and transport in Australian commerce. In Report of the Seminar
on Mud Crab Culture and Trade held at Surat Thani, Thailand, edited
by Angell, C.A. November 5-8, Bay of Bengal Programme, Madras, India. pp.
207-210.
Gong, J., Yu, K., Shu, L., Ye, H., Li, S. & Zeng,
C. 2015. Evaluating the effects of temperature, salinity, starvation and
autonomy on moulting success, moulting interval and expression of ecydysone receptor in early juvenile mud crabs, Scylla paramamosain. Journal of Experimental Marine Biology
and Ecology 464: 11-17. https://doi.org/10.1016/j.jembe.2015.12.008
Hopkins, P.M. 1982. Growth and regeneration
patterns in the fiddler crab, Uca pulagitor. Biology Bulletin 163: 301-319.
Ikhwanuddin, M., Azmie, G., Juariah, H.M., Zakaria, M.Z. & Ambak,
M.A. 2011. Biological information and population features of mud crab, genus Scylla from mangrove areas of Sarawak, Malaysia. Fisheries
Research 108(2-3): 299-306. https://doi.org/10.1016/j.fishres.2011.01.001
Keenan, C.P., Davie, P.J.F. & Mann,
D.L. 1998. A revision of the genus Scylla De Haan,
1833 (Crustacea: Decapoda: Brachyura: Portunidae). Raffles Bulletin of
Zoology 46(1): 217-245.
Lawton, P. 1989. Predatory interaction
between the brachyuran crab Cancer pagurus and
decapod crustacean prey. Marine Ecology-Progress Series 52: 169-179.
Loeb, M.J. 1993. Hormonal control of growth
and reproduction in the arthropods: Introduction to the symposium. American
Zoologist 33: 303-307. https://doi.org/10.1093/icb.33.3.303
Mann, D., Asakawa, T. & Blackshaw, A. 1999. Performance of mud crab Scylla
serrata broodstock held at Bribie Island
Aquaculture Research Centre. In Mud Crab Aquaculture and Biology, edited
by Keenan, C.P. & Blackshaw, A. Proceeding of an
International Scientific Forum held in Darwin, Australia, 21-24 April 1997.
ACIAR Proceeding 78: 101-105.
Meng, X., Zhang, M., Gao, B., Lv, J., Li, J. & Liu, P. 2020. Integrative proteomic
and microRNA analysis: Insights into mechanisms of eyestalk ablation-Induced
ovarian maturation in the swimming crab Portunus trituberculatus. Frontiers in Endocrinology 11:
533. https://doi.org/10.3389/fendo.2020.00533
Molyneaux, D.B. & Shirley, T.C. 1988. Moulting
and growth of eyestalk-ablated juvenile red king crabs, Paralithodes camtschatica (Crustacea: Lithodidae). Comparative
Biochemistry and Physiology Part A 91A: 245-251.
https://doi.org/10.1016/0300-9629(88)90412-4
Mykles, D.L. 2001 Interactions between limb
regeneration and moulting in decapod crustaceans. American Zoology 41:
399-406. https:// doi.org/10.1093/icb/41.3.399
Nurdiani, R. & Zeng, C. 2007. Effects of temperature and
salinity on the survival and development of mud crab Scylla serrata (Forsskål), larvae.
Aquatic Research 38(14): 1529-1538.
https://doi.org/10.1111/j.1365-2109.2007.01810.x
Paul, B., Faruque,
M.H., Mandal, R.N. & Ahsan, D.A. 2016. Nutritional susceptibility to
morphological, chemical and microbial variability: an investigation on mud
crab, Scylla serrata in Bangladesh. International Journal
of Fisheries and Aquatic Studies 2(6): 313-319.
Qiao, H., Jiang, F., Xiong,
Y., Jiang, S., Fu, H.F., Zhang, W., Sun, S., Jin, S.,
Gong, Y. & Wu, Y. 2018. Characterization, expression patterns of
moult-inhibiting hormone gene of Macrobrachium nipponense and its roles in moulting and growth. PLoS ONE 13(6): e0198861.
https://doi.org/10.1371/journal.pone.0198861
Quinitio, E.T. & Estepa,
F.D.P. 2011. Survival and growth of mud crab, Scylla serrata, juveniles
subjected to removal or trimming of chelipeds. Aquaculture 318(1-2):
229-234. https://doi.org.10.1016/j.aquaculture.2011.05.034
Raghavan,
S.D.A. & Ayanath, A. 2019. Effect of 20-OH
ecdysone and methyl fasnesoate on moulting in the
freshwater crab Travancoriana schirnerae. Invertebrate Reproduction &
Development 63(4): 309-318. https://doi.org/10.1080/07924259.2019.1653387
Rahman, M.R., Asaduzzaman,
M., Zahangir, M.M., Islam, S.M.R., Ahmad-Al Nahid,
S., Jahan, D.A., Mahmud, Y. & Khan, M.N.A. 2020. Evaluation of limb autotomy as a promising
strategy to improve production performances of mud crab (Scylla olivacea) in the soft-shell farming system. Aquaculture Researchhttps://doi.org/10.1111/are.14598
Rattanachote, A. & Dangwattanakul,
R. 1992. Mud crab (Scylla serrata Forskål)
fattening in Surat Thani Province. In Report of the Seminar on Mud Crab
Culture and Trade held at Surat Thani, Thailand, edited by Angell,
C.A. November 5-8, Bay of Bengal Programme, Madras, India. pp. 171-177.
Reddy, P.R., Nagaraju,
P.C. & Sreenivasula, R. 2004. Involvement of
methyl farnesoate in the regulation of moulting and
reproduction in the freshwater Crab Oziotelphusa senex senex. J. Crustacean Biology 24(3):
511-515. https://doi.org/10.1651/C-2478
Romano, N. & Zeng, C. 2006. The effects
of salinity on the survival, growth and haemolymph osmolality of early juvenile
blue swimmer crabs, Portunus pelagicus. Aquaculture 260: 151-162.
https://doi.org/10.1016/j.aquaculture.2006.06.019
Sainath, S.B. & Reddy, S. 2020.
Evidence for the involvement of selected biogenic amines (serotonin and
melatonin) in the regulation of moulting of the edible crab, Oziotelphusa senex senex Fabricius. Aquaculture 302(3-4): 261-264.
https://doi.org/10.1016/j.aquaculture.210. 02.025
Sainz-Hernández, J.C., Racotta,
I.S., Dumas, S. & Hernández-López, J. 2008. Effect of unilateral and
bilateral eyestalk ablation in Litopenaeus vannamei male and female on several metabolic and
immunologic variables. Aquaculture 29: 188-193. https://doi.org/10.1016/j.aquaculture.2008.07.002
Salaenoi, J., Sangcharoen,
A., Thongpan, A. & Mingmuang,
M. 2006. Morphology and haemolymph composition changes in red sternum mud crab
(Scylla serrata). Kasetsart Journal
(Natural Science) 40(1): 158-166.
Shelley, C. & Lovatelli,
A. 2011. Mud Crab Aquaculture - A Practical Manual. FAO Fisheries and
Aquaculture Technical Paper. No. 567. Rome: FAO.
Sidom, P.R. 2017. Stay up all night for
soft-shell crabs. Berita Harian Press https://www.bharian.com.my/bisnes/usahawan/2017/07/306092/berjaga-malam-demi-ketam-lembut
Sittikankaew, K., Pootakham,
W., Sonthirod, C., Sangsraku,
D., Yoocha, T., Khudet, J., Nookaew, I., Uawisetwathana,
U., Rungrassamee, W. & Karoonuthaisiri,
N. 2020. Transcriptome analyses reveal the synergistic effects of feeding and
eyestalk ablation on ovarian maturation in black tiger shrimp. Scientific
Reports 10: 3239. https://doi.org/10.1038/s41598-020-60192-2
Skinner, D.M. 1985. Moulting and regeneration.
In The biology of Crustacea, edited by Bliss, D.E. & Mantel, L.H.
New York: Academic Press. pp. 43-146.
Skinner, D.M. & Graham, D.E. 1970.
Moulting in land crabs: Stimulation by leg removal. Science 169:
383-385. https://doi.org/10.1126/science.169.3943.383
Sokal, R.R. & Röhlf,
F.J. 1981. Biometry. San Francisco: Freeman, W.H. p. 776.
Sorach, K., Pratoomchat,
B., Hanna, P.J. & Suksamrarn, A. 2013. Effects of phytoecdysone on the moulting period and survival
rate of the blue swimming crab, Portunus pelagicus. International Journal of Humanities 11: 87-94.
Stella, V.S., López Greco, L.S. &
Rodríguez, E.M. 2000. Effects of eyestalk ablation at different times of the
year on moulting and reproduction of the estuarine grapsid crab Chasmagnathus granulata (Decapoda, Brachyura). Journal of Crustacean Biology 20: 239-244.
https://doi.org/10.1163/20021975-99990036
Taylor, J., Vinatea,
L., Ozorio, R., Schuweitzer,
R. & Andreatta, E.R. 2004. Minimizing the effects
of stress during eyestalk ablation of Litopenaeus vannamei females with topical anesthetic and a coagulating agent. Aquaculture 233: 173-179.
https://doi.org/10.1016/j.aquaculture.2003.09.034
Tobias-Quinitio,
E.J., Libunao, G.X.S., Parado-Estepa,
F.D. & Calpe, A.T. 2015. Soft-Shell Crab Production Using
Hatchery-Reared Mud Crab. Tigbauan, Iloilo,
Philippines: Aquaculture Department, Southeast Asian Fisheries Development Center; Los Baños, Laguna:
Philippine Council for Agriculture, Aquatic and Natural Resources Research and
Development.
van Oosterom, J.,
Codi King, S., Negri, A., Humphrey, C. & Mondon,
J. 2010. Investigation of the mud crab (Scylla serrata) as a potential
bio-monitoring species for tropical coastal marine environments of Australia. Marine
Pollution Bulletin 60(2): 283-290. https://doi.org/10.1016/j.marpolbul.2009.09.007
Waiho, K., Fazhan, H. & Ikhwanuddin, M.
2016. Size distribution, length-weight relationship and size at the onset of
sexual maturity of the orange mud crab, Scylla olivacea in Malaysian waters. Marine Biology Research 12(7): 726-738.
https://doi.org.10.1080/17451000.2016.1200726
Waiho, K., Ikhwanuddin, M., Baylon, J.C., Jalilah, M., Rukminasari, N., Fujaya, Y. & Fazhan, H. 2021.
Moult induction methods in soft-shell crab production. Aquaculture Research 52: 4026-4042. https://doi.org.10.1111/are.15274
Waiho, K., Fazhan, H., Baylon, J.C., Madihah, H., Noorbaiduri, S., Ma,
H. & Ikhwanuddin, M. 2017. On types of sexual
maturity in brachyurans, with species focus on size at the onset of sexual
maturity. Journal of Shellfish Research 36: 807-839.
https://doi.org.10.2983/035.036.0330
Waiho, K., Mustaqim, M., Fazhan, H., Wan Norfaizza, W.I., Megat, F.H.
& Ikhwanuddin, M. 2015. Mating behaviour of the
orange mud crab, Scylla olivacea: The
effect of sex ratio and stocking density on mating success. Aquaculture
Report 2: 50-57. https://doi.org.10.1016/j.aqrep.2015.08.004
Yalin, S.
& Qingsheng, L. 1994. Present status of mangrove
crab Scylla serrata (Forskl)) culture in
China. NAGA, the ICLARM Quarterly 17: 28-29.
Yang, Y., Chen, F., Chen, H-Y., Peng, H.,
Hao, H. & Wang, K-J. 2020. A novel antimicrobial peptide scyreprocin from mud crab Scylla paramamosain showing potent antifungals and anti-biofilm activity. Frontiers in
Microbiology 11: 1589. https://doi.org/10.3389/fmicb. 2020.01589
Yusof, W.R.W., Ahmad, F.B. & Swamy, M.
2017. A brief review on the antioxidants and antimicrobial peptides revealed in
mud crabs from the genus of Scylla. Journal of Marine Science 1850928: 5582-5593. https://doi.org/10.1155/2017/1850928
Zannatul, F., Zhang, X. & Hasan, M.R. 2010. Mud
crab (Scylla sp.) marketing system in Bangladesh. Asian Journal of
Food and Agro-Industry 3(2): 248-265.
Zar, J.H. 1984. Biostatistical Analysis.
2nd ed. Englewood Cliffs: Prentice Hall, Inc. p. 718.
Zheng, J., Mao, Y., Su,
Y. & Wang, J. 2016. Effects of nitrite stress on mRNA expression of
antioxidant enzymes, immune-related genes and apoptosis-related proteins
in Marsupenaeus japonicus. Fish
Shellfish Immunology 58: 239-252. https://doi.org/10.1016/j.fsi.2016.08.058
*Corresponding author; email:
ikhwanuddin@umt.edu.my
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