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Optimization of sauce formulation from sea grape (Caulerpa racemosa) protein hydrolysate using response surface methodology

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Abstract

Sea grape (Caulerpa racemosa) is an edible green alga which contains a high amount of protein with a seafood flavor, which can be released via protein hydrolysis. Our present work was designed to determine the optimal concentration of palm sugar and carboxymethylcellulose (CMC) in sea grape protein hydrolysate sauce. The process optimization was performed to evaluate multiple parameters such as viscosity, color properties, and hedonic score. Five different levels of palm sugar and CMC were designed using a central composite design to yield sauce with a maximum hedonic score. We developed different mathematical models in this work, where viscosity, color properties (L*, a*, b*), and hedonic score were modeled using 2FI (two-factor interaction), quadratic, and linear models, respectively. The numerical optimization revealed that the predicted optimal solution was palm sugar and CMC concentration with generated viscosity, L*, a*, b*, and hedonic score of 0.893 poise, 23.296, 7.300, 19.565, and 3.522, respectively, and a desirability value of 0.839. GC-MS data associated with referred information represented that sea grape sauce had four compounds with a typical seafood flavor, namely, nonanal, hexanal, (E)-2-octenal, and octanoic acid; some native palm sugar flavors; and Maillard reaction products (MRP). Our study suggests that sauce is a potential value-added product from sea grape protein hydrolysate.

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References

  • Alasalvar C, Taylor KA, Shahidi F (2005) Comparison of volatiles of cultured and wild sea bream (Sparus aurata) during storage in ice by dynamic headspace analysis/gas chromatography− mass spectrometry. J Agr Food Chem 53:2616–2622

  • Amin MNG, Pralebda SA, Hasan MN, Subekti S, Saputra E, Andriyono S, Pramono H, Alamsjah MA (2018) Physicochemical properties of Bruguiera gymnorrhiza flour (BGF). Int Food Res J 25:1852–1857

    CAS  Google Scholar 

  • Apriyantono A, Wiratma E, Nurhayati HH, Lie L, Judoamidjojo M, Puspitasari-Nienaber NL, Budiyanto S, Sumaryanto H (1996) Analysis of volatiles of kecap manis (a typical Indonesian soy sauce). In: Taylor AJ, Mottram DS (eds) Flavour science. Woodhead Publishing, Sawston, pp 62–65

    Chapter  Google Scholar 

  • Behera SK, Meena H, Chakraborty S, Meikap BC (2018) Application of response surface methodology (RSM) for optimization of leaching parameters for ash reduction from low-grade coal. Int J Min Sci 28:621–629

    Article  CAS  Google Scholar 

  • Boonprab K, Matsui K, Akakabe Y, Yoshida M, Yotsukura N, Chirapart A, Kajiwara T (2006) Formation of aldehyde flavor (n-hexanal, 3Z-nonenal and 2E-nonenal) in the brown alga, Laminaria angustata. J Appl Phycol 18:409–412

  • Ergun R, Guo J, Huebner-Keese B (2016) Cellulose. In: Caballero B, Finglas P, Toldrá F (eds) Encyclopedia of Food and Health. Academic Press, Oxford, pp 694–702

    Chapter  Google Scholar 

  • Cui H, Jia C, Hayat K, Yu J, Deng S, Karangwa E, Duhoranimana E, Xia S, Zhang X (2017) Controlled formation of flavor compounds by preparation and application of Maillard reaction intermediate (MRI) derived from xylose and phenylalanine. RSC Adv 7:45442–45451

    Article  CAS  Google Scholar 

  • Dang Y, Gao X, Ma F, Wu X (2015) Comparison of umami taste peptides in water-soluble extractions of Jinhua and Parma hams. LWT – Food Sci Tech 60:1179–1186

    Article  CAS  Google Scholar 

  • de Gaillande C, Payri C, Remoissenet G, Zubia M (2017) Caulerpa consumption, nutritional value and farming in the Indo-Pacific region. J Appl Phycol 29:2249–2266

    Article  Google Scholar 

  • Goldmann T, Davidek T, Gouezec E, Blank I, Bertholet MC, Stadler R (2009) Formation of styrene during the Maillard reaction is negligible. Food Addit Contam 26:583–594

    Article  CAS  Google Scholar 

  • Guillen M, Errecalde M (2002) Volatile components of raw and smoked black bream (Brama raii) and rainbow trout (Oncorhynchus mykiss) studied using solid phase micro extraction and gas chromatography/mass spectrometry. J Sci Food Agr 82:945–952

    Article  CAS  Google Scholar 

  • Guillen MD, Errecalde MC, Salmeron J, Casas C (2006) Headspace volatile components of smoked swordfish (Xiphias gladius) and cod (Gadus morhua) detected using solid phase microextraction and gas chromatography-mass spectrometry. Food Chem 94:151–156

    Article  CAS  Google Scholar 

  • Ho CW, Aida WW, Maskat MY, Osman H (2007) Changes in volatile compounds of palm sap (Arenga pinnata) during the heating process for production of palm sugar. Food Chem 102:1156–1162

    Article  CAS  Google Scholar 

  • Horstmann U (1983) Cultivation of the green alga, Caulerpa racemosa, in tropical waters and some aspects of its physiological ecology. Aquaculture 32:361–371

  • Japan International Cooperation Agency (2010) Data collection survey on outer-ring fishing ports development in the Republic of Indonesia. https://openjicareport.jica.go.jp/890/890/890_108_12006409.html. Accessed 31 October 2020

  • Judoamidjojo M, Itoh T, Tomomatsu A, Matsuyama A (1985) The analytical study on “kecap”-an Indonesian soy sauce. Nippon Shokuhin Kogyo Gakkaishi 32:67–73

    Article  CAS  Google Scholar 

  • Karangwa E, Zhang X, Murekatete N, Masamba K, Raymond LV, Shabbar A, Zhang Y, Duhoranimana E, Muhoza B, Song S (2015) Effect of substrate type on sensory characteristics and antioxidant capacity of sunflower Maillard reaction products. Eur Food Res Technol 240:939–960

    Article  CAS  Google Scholar 

  • Kumar A, Krishnamoorthy E, Devi HM, Uchoi D, Tejpal CS, Ninan G, Zynudheen AA (2018) Influence of sea grapes (Caulerpa racemosa) supplementation on physical, functional, and anti-oxidant properties of semi-sweet biscuits. J Appl Phycol 30:1393–1403

    Article  CAS  Google Scholar 

  • Laohakunjit N, Selamassakul O, Kerdchoechuen O (2014) Seafood-like flavor obtained from the enzymatic hydrolysis of the protein by-products of seaweed (Gracilaria sp.). Food Chem 158:162–170

    Article  CAS  Google Scholar 

  • Liu JK, Zhao SM, Xiong SB (2009) Influence of recooking on volatile and nonvolatile compounds found in silver carp Hypophthalmichthys molitrix. J Food Sci 75:1067–1075

    CAS  Google Scholar 

  • Ma’ruf WF, Ibrahim R, Dewi EN, Susanto E, Amalia U, (2013) Caulerpa racemosa and Gracilaria verrucosa profile as edible foods. Saintek Perikanan: Indones J Fish Sci Technol 9:68–74

    Google Scholar 

  • Mabazza KA, Requiso PJ, Alfafara CG, Nayve FR Jr, Ventura JR (2020) Steam explosion and sequential steam explosion–dilute acid pretreatment optimization of banana pseudostem for polyhydroxybutyrate (PHB) production. Philipp J Sci 149:259–271

    Google Scholar 

  • Ministry of Research, Technology and Higher Education (2016) Rencana Induk Riset Nasional 2015-2045. http://risbang.ristekdikti.go.id/wp-content/uploads/2018/01/RIRN-3.5.2.pdf. Accessed 30 October 2020

  • Montgomery DC (2005) Design and analysis of experiments. John Wiley & Sons, New York

  • Morita K, Kubota K, Aishima T (2003) Comparison of aroma characteristics of 16 fish species by sensory evaluation and gas chromatographic analysis. Food Agr 83:289–297

  • Mouritsen OG, Duelund L, Petersen MA, Hartmann AL, Frøst MB (2019) Umami taste, free amino acid composition, and volatile compounds of brown seaweeds. J Appl Phycol 31:1213–1232

  • Myers RH, Montgomery DC, Anderson-Cook CM (2016) Response surface methodology: process and product optimization using designed experiments. John Wiley & Sons, New York

    Google Scholar 

  • Payet B, Shum Cheong Sing A, Smadja J (2005) Assessment of antioxidant activity of cane brown sugars by ABTS and DPPH radical scavenging assays: determination of their polyphenolic and volatile constituents. J Agr Food Chem 53:10074–10079

    Article  CAS  Google Scholar 

  • Pérez-Escamilla R (2017) Food security and the 2015–2030 sustainable development goals: from human to planetary health: perspectives and opinions. CDN 1:1–8

    Google Scholar 

  • Peryam DR, Pilgrim FJ (1957) Hedonic scale method of measuring food preferences. Food Technol 11:9–14

    Google Scholar 

  • Qi H, Xu Z, Li YB, Ji XL, Dong XF, Yu CX (2017) Seafood flavourings characterization as prepared from the enzymatic hydrolysis of Undaria pinnatifida sporophyll by-product. Int J Food Prop 20:2867–2876

  • Roj E, Dobrzynska IA, Debczak A, Kostrzewa D, Stepnik K (2015) Algae extract production methods and process optimization. In: Kim SK, Chojnacka K (eds) Marine algae extracts: processes, products, and applications. Wiley-VCH, Weinheim, pp 101–120

    Google Scholar 

  • Saputro AD, Van de Walle D, Aidoo RP, Mensah MA, Delbaere C, De Clercq N, Van Durme J, Dewettinck K (2017) Quality attributes of dark chocolates formulated with palm sap-based sugar as nutritious and natural alternative sweetener. Eur Food Res Technol 243:177–191

    Article  CAS  Google Scholar 

  • Saputro AD, Van de Walle D, Dewettinck K (2019) Palm sap sugar: a review. Sugar Tech 21:862–867

    Article  Google Scholar 

  • Shahidi F, Han XQ, Synowiecki J (1995) Production and characteristics of protein hydrolysates from capelin (Mallotus villosus). Food Chem 53:285–293

  • Society of Sensory Professionals (2019) The 9-point hedonic scale. https://www.sensorysociety.org/. Accessed 01 May 2019

  • Suwansri S, Ratanatriwong P, Thanasukarn P (2009) Development of crystallized palm-syrup sugar as a natural sweetener. As J Food Ag-Ind 130–136

  • Tian H-X, Zhang Y-J, Qin L, Chen C, Liu Y, Yu H-Y (2018) Evaluating taste contribution of brown sugar in chicken seasoning using taste compounds, sensory evaluation and electronic tongue. Int J Food Prop 21:471–483

    Article  Google Scholar 

  • Titlyanov AE, Titlyanova VT, Li X, Huang H (2016) Coral reef marine plants of Hainan island. Academic Press, Cambridge

    Google Scholar 

  • Wibowo A (2019) Analis Pasar Hasil Perikanan (APHP) Muda Pada Direktorat Pengolahan dan Bina Mutu Ditjen Penguatan Daya Saing Produk Kelautan dan Perikanan. https://kkp.go.id/djpdspkp/bbp2hp/artikel/14127-rumput-laut-komoditas-penting-yang-belum-dioptimalkan. Accessed 28 October 2020

  • Witono Y, Wiwik S, Windrati Iwan T, Asmak A, Ahib A (2014) Characteristic and sensory analysis of ketchup and sauce products from “Bibisan” fish hydrolysate. Am J Food Sci Tech 2:203–208

    Article  Google Scholar 

  • Witono Y, Wiwik SW, Asmak A, Citra (2015) The formulation and characterization of hydrolysate base sauce produce by enzymatic hydrolysis from inferior fish. Int J Pharm Tech Res 8:114–122

  • Wu M, Ding H, Wang S, Xu S (2008) Optimizing conditions for the purification of linoleic acid from sunflower oil by urea complex fractionation. J Am Oil Chem Soc 85:677–684

    Article  CAS  Google Scholar 

  • Yang XH, Wei LZ (2007) Viscosity properties of sodium carboxymethylcellulose solution. Cellulose 14:409–417

    Article  CAS  Google Scholar 

  • Yu HZ, Chen SS (2010) Identification of characteristic aroma-active compounds in steamed mangrove crab (Scylla serrata). Food Res Int 43:2081–2086

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Acknowledgments

Thanks to PT. Bromelain Enzyme, Lampung Province, Indonesia, for donating bromelain enzyme to perform this present study. Thanks to my Muslim brotherhood of Dzemat Kevser Tulln for facilitating a new laptop to finalize this manuscript. Thanks to Dr. Tristan Coram (Australian Grain Technologies, Roseworthy, Australia), who has edited the used English in this manuscript.

Funding

This study was supported by the Faculty of Fisheries and Marine Universitas Airlangga through The Annual Research Grant from Rencana Kerja Anggaran Tahunan (RKAT) for Research Scheme 2018.

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Correspondence to Muhamad Nur Ghoyatul Amin.

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Amin, M.N.G., Rustyana, C., Rohim, F.N. et al. Optimization of sauce formulation from sea grape (Caulerpa racemosa) protein hydrolysate using response surface methodology. J Appl Phycol 33, 1217–1227 (2021). https://doi.org/10.1007/s10811-020-02366-z

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  • DOI: https://doi.org/10.1007/s10811-020-02366-z

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