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Optimization of ultrasound-assisted extraction using response surface methodology for total anthocyanin content, total phenolic content, and antioxidant activities of Roselle (Hibiscus sabdariffa L.) calyces and comparison with conventional Soxhlet extraction

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Abstract

Response surface methodology (RSM) and a Box-Behnken design (BBD) were used to determine optimum conditions for ultrasound-assisted extraction (UAE) of Hibiscus sabdariffa L. calyces. The current study applied BBD to explore the effects of X1: ultrasonic temperature (30–80 °C), X2: ultrasonic time (20–50 min.), and X3: solid-to-solvent ratio (1:10–1:60) on total anthocyanin content (TAC), total phenolic content (TPC), and antioxidant activities (2,2-diphenylpicrylhydrazyl (DPPH) and ferric ion reducing antioxidant power (FRAP) assays). ANOVA results revealed that TAC, TPC, DPPH, and FRAP all had R2 values of 0.98, 0.97, 0.98, and 0.98, respectively, indicating that models designed with second-order polynomials were capable of reliably analyzing interactions between parameters (response and independent variables) satisfactorily. It was determined from the RSM study that 80 °C ultrasound temperature, 48 min. ultrasound time, and 1:60 solid-to-solvent ratio were the optimum extraction parameters for maximizing TAC, TPC, DPPH, and FRAP. The experimental values for TAC, TPC, DPPH, and FRAP were 311 ± 5 mg CGE/100 g, 572 ± 7 mg GAE/100 g, 974 ± 3 μmolTE/100 mL, and 2332 ± 3 μmolTE/100 mL, respectively, under the optimal conditions. Also, a good agreement was found between experimental and predicted values, with a residual standard error of less than 5%. Compared to the yield of Soxhlet extraction for TAC (176 ± 4 mg CGE/100 g), TPC (210 ± 3 mg GAE/100 g), DPPH (534 ± 2 μmolTE/100 mL), and FRAP (1732 ± 3 μmolTE/100 mL), the extraction efficacy of the UAE process under optimized conditions demonstrated to be more effective. Therefore, based on the needs of the industry and sustainable development, the UAE process might be an economical alternative to traditional extraction methods.

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References

  1. Galanakis CM (2021) Functionality of food components and emerging technologies. Foods 10:128

    Article  Google Scholar 

  2. Salem MA, Zayed A, Beshay ME, Abdel Mesih MM, Ben Khayal RF, George FA, Ezzat SM (2021) Hibiscus sabdariffa L.: phytoconstituents, nutritive, and pharmacological applications. Adv Tradit Med:1–11

  3. Prasongwatana V, Woottisin S, Sriboonlue P, Kukongviriyapan V (2008) Uricosuric effect of Roselle (Hibiscus sabdariffa) in normal and renal-stone former subjects. J Ethnopharmacol 117:491–495

    Article  Google Scholar 

  4. Olvera‐García V, Castaño‐Tostado E, Rezendiz‐Lopez RI, Reynoso‐Camacho R, González de Mejía E, Elizondo G, Loarca‐Piña G (2008) Hibiscus sabdariffa L. extracts inhibit the mutagenicity in microsuspension assay and the proliferation of HeLa cells. J Food Sci 73:T75–T81

    Article  Google Scholar 

  5. Wong-Paz JE, Muñiz-Márquez DB, Aguilar-Zárate P, Ascacio-Valdés JA, Cruz K, Reyes-Luna C, Rodríguez R, Aguilar CN (2017) Extraction of bioactive phenolic compounds by alternative technologies. Ingredients Extr by Physicochem methods food Elsevier:229–252

  6. Picot-Allain C, Mahomoodally MF, Ak G, Zengin G (2021) Conventional versus green extraction techniques—a comparative perspective. Curr Opin Food Sci 40:144–156

    Article  Google Scholar 

  7. Kumar K, Srivastav S, Sharanagat VS (2021) Ultrasound assisted extraction (UAE) of bioactive compounds from fruit and vegetable processing by-products: a review. Ultrason Sonochem 70:105325

    Article  Google Scholar 

  8. Usman I, Hussain M, Imran A, Afzaal M, Saeed F, Javed M, Afzal A, Ashfaq I, Al Jbawi E, A Saewan S (2022) Traditional and innovative approaches for the extraction of bioactive compounds. Int J Food Prop 25:1215–1233. https://doi.org/10.1080/10942912.2022.2074030

    Article  Google Scholar 

  9. Ou-Ani O, Oucheikh L, Dabbous A, Znini M, Costa J, Majidi L (2022) Optimization of hydrodistillation extraction using response surface methodology and chemical composition of essential oil from Moroccan endemic medicinal plant Ballota hirsuta, vol 4

  10. Breig SJM, Luti KJK (2021) Response surface methodology: a review on its applications and challenges in microbial cultures. Mater Today Proc 42:2277–2284

    Article  Google Scholar 

  11. Ahmed T, Rana MR, Maisha MR, Sayem ASM, Rahman M, Ara R (2022) Optimization of ultrasound-assisted extraction of phenolic content & antioxidant activity of hog plum (Spondias pinnata L. f. kurz) pulp by response surface methodology. Heliyon:131932. https://doi.org/10.1016/j.heliyon.2022.e11109

  12. Borges GDSC, Vieira FGK, Copetti C, Gonzaga LV, Fett R (2011) Optimization of the extraction of flavanols and anthocyanins from the fruit pulp of Euterpe edulis using the response surface methodology. Food Res Int 44:708–715. https://doi.org/10.1016/j.foodres.2010.12.025

    Article  Google Scholar 

  13. Kothari V, Gupta A, Naraniwal M (2012) Comparative study of various methods for extraction of antioxidant and antibacterial compounds from plant seeds. J Nat Remedies 12:162–173

    Google Scholar 

  14. Lee J, Durst ROBERT, Wrolstad RONALD (2005) AOAC official method 2005.02: total monomeric anthocyanin pigment content of fruit juices, beverages, natural colorants, and wines by the pH differential method. Off Methods Anal AOAC Int 2

  15. Silva TLL, Silva EPD, Asquieri ER, Vieira ECS, Silva JS, Silva FAD, Damiani C (2018) Physicochemical characterization and behavior of biocompounds of caja-manga fruit (Spondias mombin L.). Food. Sci Technol 38:399–406. https://doi.org/10.1590/fst.03717

    Article  Google Scholar 

  16. Silva EM, Souza JNS, Rogez H, Rees JF, Larondelle Y (2007) Antioxidant activities and polyphenolic contents of fifteen selected plant species from the Amazonian region. Food Chem 101:1012–1018. https://doi.org/10.1016/j.foodchem.2006.02.055

    Article  Google Scholar 

  17. Thaipong K, Boonprakob U, Crosby K, Cisneros-Zevallos L, Byrne DH (2006) Comparison of ABTS, DPPH, FRAP, and ORAC assays for estimating antioxidant activity from guava fruit extracts. J Food Compos Anal 19:669–675. https://doi.org/10.1016/j.jfca.2006.01.003

    Article  Google Scholar 

  18. Borrás-Enríquez AJ, Reyes-Ventura E, Villanueva-Rodríguez SJ, Moreno-Vilet L (2021) Effect of ultrasound-assisted extraction parameters on total polyphenols and its antioxidant activity from mango residues (Mangifera indica L). Separations 8:94

    Article  Google Scholar 

  19. Corrales M, Toepfl S, Butz P, Knorr D, Tauscher B (2008) Extraction of anthocyanins from grape by-products assisted by ultrasonics, high hydrostatic pressure or pulsed electric fields: a comparison. Innov Food Sci & Emerg Technol 9:85–91

    Article  Google Scholar 

  20. González-Centeno MR, Knoerzer K, Sabarez H, Simal S, Rosselló C, Femenia A (2014) Effect of acoustic frequency and power density on the aqueous ultrasonic-assisted extraction of grape pomace (Vitis vinifera L.)--a response surface approach. Ultrason Sonochem 21:2176–2184

    Article  Google Scholar 

  21. Xu Y, Pan S (2013) Effects of various factors of ultrasonic treatment on the extraction yield of all-trans-lycopene from red grapefruit (citrus paradise Macf.). Ultrason Sonochem 20:1026–1032. https://doi.org/10.1016/j.ultsonch.2013.01.006

    Article  Google Scholar 

  22. Dahmoune F, Boulekbache L, Moussi K, Aoun O, Spigno G, Madani K (2013) Valorization of citrus limon residues for the recovery of antioxidants: evaluation and optimization of microwave and ultrasound application to solvent extraction. Ind Crops Prod 50:77–87. https://doi.org/10.1016/j.indcrop.2013.07.013

    Article  Google Scholar 

  23. Carrera C, Ruiz-Rodríguez A, Palma M, Barroso CG (2012) Ultrasound assisted extraction of phenolic compounds from grapes. Anal Chim Acta 732:100–104. https://doi.org/10.1016/j.aca.2011.11.032

    Article  Google Scholar 

  24. Leong T, Ashokkumar M, Kentish S (2011) The fundamentals of power ultrasound—a review. Acoust Aust 39:54–63

    Google Scholar 

  25. Al-Dhabi NA, Ponmurugan K, Jeganathan PM (2017) Development and validation of ultrasound-assisted solid-liquid extraction of phenolic compounds from waste spent coffee grounds. Ultrason Sonochem 34:206–213. https://doi.org/10.1016/j.ultsonch.2016.05.005

    Article  Google Scholar 

  26. Samaram S, Mirhosseini H, Tan CP, Ghazali HM, Bordbar S, Serjouie A (2015) Optimisation of ultrasound-assisted extraction of oil from papaya seed by response surface methodology: oil recovery, radical scavenging antioxidant activity, and oxidation stability. Food Chem 172:7–17

    Article  Google Scholar 

  27. Dezhkunov NV, Francescutto A, Ciuti P, Sturman F (2005) Temperature dependence of cavitation activity at different ultrasound intensity. XVI Sess Russ Acoust Soc 9:74–77

    Google Scholar 

  28. Rodrigues S, Fernandes FA, de Brito ES, Sousa AD, Narain N (2015) Ultrasound extraction of phenolics and anthocyanins from jabuticaba peel. Ind Crops Prod 69:400–407. https://doi.org/10.1016/j.indcrop.2015.02.059

    Article  Google Scholar 

  29. Raspe DT, Ciotta SR, Zorzenon MRT, Dacome AS, da Silva C, Milani PG, da Costa SC (2021) Ultrasound-assisted extraction of compounds from Stevia leaf pretreated with ethanol. Ind Crops Prod 172:114035. https://doi.org/10.1016/j.indcrop.2021.114035

    Article  Google Scholar 

  30. Pinela J, Prieto MA, Pereira E, Jabeur I, Barreiro MF, Barros L, Ferreira IC (2019) Optimization of heat-and ultrasound-assisted extraction of anthocyanins from Hibiscus sabdariffa calyces for natural food colorants. Food Chem 275:309–321

    Article  Google Scholar 

  31. Vázquez-Sánchez AY, Aguilar-Zárate P, Muñiz-Márquez DB, Wong-Paz JE, Rojas R, Ascacio-Valdés JA, Martínez-Ávila GCG (2019) Effect of ultrasound treatment on the extraction of antioxidants from Ardisia compressa Kunth fruits and identification of phytochemicals by HPLC-ESI-MS. Heliyon 5(12):e03058. https://doi.org/10.1016/j.heliyon.2019.e03058

    Article  Google Scholar 

  32. Izadiyan P, Hemmateenejad B (2016) Multi-response optimization of factors affecting ultrasonic assisted extraction from Iranian basil using central composite design. Food Chem 190:864–870. https://doi.org/10.1016/j.foodchem.2015.06.036

    Article  Google Scholar 

  33. Liu Y, She XR, Huang JB, Liu MC, Zhan ME (2017) Ultrasonic-extraction of phenolic compounds from Phyllanthus urinaria: optimization model and antioxidant activity. Food Sci Technol 38:286–293. https://doi.org/10.1590/1678-457X.21617

    Article  Google Scholar 

  34. Xu J, Wang W, Liang H, Zhang Q, Li Q (2015) Optimization of ionic liquid based ultrasonic assisted extraction of antioxidant compounds from Curcuma longa L. using response surface methodology. Ind Crops Prod 76:487–493

    Article  Google Scholar 

  35. Hossain MA, Ahmed T, Hossain MS, Dey P, Ahmed S, Hossain MM (2022) Optimization of the factors affecting BT-2 black tea fermentation by observing their combined effects on the quality parameters of made tea using response surface methodology (RSM). Heliyon 8:e08948. https://doi.org/10.1016/j.heliyon.2022.e08948

    Article  Google Scholar 

  36. Himel MAR, Ahmed T, Hossain MA, Moazzem MS (2022) Response surface optimization to extract antioxidants from freeze-dried seeds and peel of pomegranate (Punica granatum L.). Biomass Convers Biorefinery 3:1–16

    Google Scholar 

  37. Kechinski CP, Guimarães PVR, Noreña CPZ, Tessaro IC, Marczak LDF (2010) Degradation kinetics of anthocyanin in blueberry juice during thermal treatment. J Food Sci 75:C173–C176

    Article  Google Scholar 

  38. Buckow R, Kastell A, Terefe NS, Versteeg C (2010) Pressure and temperature effects on degradation kinetics and storage stability of total anthocyanins in blueberry juice. J Agric Food Chem 58:10076–10084

    Article  Google Scholar 

  39. Barba FJ, Brianceau S, Turk M, Boussetta N, Vorobiev E (2015) Effect of alternative physical treatments (ultrasounds, pulsed electric fields, and high-voltage electrical discharges) on selective recovery of bio-compounds from fermented grape pomace. Food Bioprocess Technol 8:1139–1148

    Article  Google Scholar 

  40. Barba FJ, Galanakis CM, Esteve MJ, Frigola A, Vorobiev E (2015) Potential use of pulsed electric technologies and ultrasounds to improve the recovery of high-added value compounds from blackberries. J Food Eng 167:38–44

    Article  Google Scholar 

  41. Wang W, Jung J, Tomasino E, Zhao Y (2016) Optimization of solvent and ultrasound-assisted extraction for different anthocyanin rich fruit and their effects on anthocyanin compositions. LWT-Food Sci Technol 72:229–238

    Article  Google Scholar 

  42. Zhu Z, Guan Q, Guo Y, He J, Liu G, Li S, Barba FJ, Jaffrin MY (2016) Green ultrasound-assisted extraction of anthocyanin and phenolic compounds from purple sweet potato using response surface methodology. Int Agrophysics 30

  43. Ramić M, Vidović S, Zeković Z, Vladić J, Cvejin A, Pavlić B (2015) Modeling and optimization of ultrasound-assisted extraction of polyphenolic compounds from Aronia melanocarpa by-products from filter-tea factory. Ultrason Sonochem 23:360–368

    Article  Google Scholar 

  44. Tiwari BK, Patras A, Brunton N, Cullen PJ, O’donnell CP (2010) Effect of ultrasound processing on anthocyanins and color of red grape juice. Ultrason Sonochem 17:598–604

    Article  Google Scholar 

  45. Golmakani MT, Moayyedi M (2016) Comparison of microwave-assisted hydrodistillation and solvent-less microwave extraction of essential oil from dry and fresh Citruslimon (Eureka variety) peel. J Essent Oil Res 28:272–282

    Article  Google Scholar 

  46. Wang F, Zhang S, Deng G, Xu K, Xu H, Liu J (2022) Extracting total anthocyanin from purple sweet potato using an effective ultrasound-assisted compound enzymatic extraction technology. Molecules 27:4344

    Article  Google Scholar 

  47. Ghafoor K, Choi YH, Jeon JY, Jo IH (2009) Optimization of ultrasound-assisted extraction of phenolic compounds, antioxidants, and anthocyanins from grape (Vitis vinifera) seeds. J Agric Food Chem 57:4988–4994

    Article  Google Scholar 

  48. Rodrigues S, Pinto GA (2007) Ultrasound extraction of phenolic compounds from coconut (Cocos nucifera) shell powder. J Food Eng 80:869–872

    Article  Google Scholar 

  49. Şahin S, Şamlı R (2013) Optimization of olive leaf extract obtained by ultrasound-assisted extraction with response surface methodology. Ultrason Sonochem 20:595–602

    Article  Google Scholar 

  50. Teh SS, Birch EJ (2014) Effect of ultrasonic treatment on the polyphenol content and antioxidant capacity of extract from defatted hemp, flax and canola seed cakes. Ultrason Sonochem 21:346–353

    Article  Google Scholar 

  51. Vuong QV, Goldsmith CD, Dang TT, Nguyen VT, Bhuyan DJ, Sadeqzadeh E, Scarlett CJ, Bowyer MC (2014) Optimisation of ultrasound-assisted extraction conditions for phenolic content and antioxidant capacity from Euphorbia tirucalli using response surface methodology. Antioxidants 3:604–617

    Article  Google Scholar 

  52. Predescu NC, Papuc C, Nicorescu V, Gajaila IULIANA, Goran GV, Petcu CD, Stefan GEORGETA (2016) The influence of solid-to-solvent ratio and extraction method on total phenolic content, flavonoid content and antioxidant properties of some ethanolic plant extracts. Rev Chim 67:1922–1927

    Google Scholar 

  53. Stamatopoulos K, Chatzilazarou A, Katsoyannos E (2013) Optimization of multistage extraction of olive leaves for recovery of phenolic compounds at moderated temperatures and short extraction times. Foods 3:66–81

    Article  Google Scholar 

  54. Rodrigues S, Pinto GA, Fernandes FA (2008) Optimization of ultrasound extraction of phenolic compounds from coconut (Cocos nucifera) shell powder by response surface methodology. Ultrason Sonochem 15:95–100

    Article  Google Scholar 

  55. Sridhar A, Ponnuchamy M, Kumar PS, Kapoor A, Vo DVN, Prabhakar S (2021) Techniques and modeling of polyphenol extraction from food: a review. Environ Chem Lett 19:3409–3443

    Article  Google Scholar 

  56. Jemain SFP, Jamal P, Raus AR, Amid A, Jaswir I (2017) Effects of process conditions on the ultrasonic extraction of phenolics scavenger from Curcuma caesia rhizome. Int Food Res J:24

  57. Carciochi RA, Manrique GD, Dimitrov K (2015) Optimization of antioxidant phenolic compounds extraction from quinoa (Chenopodium quinoa) seeds. J Food Sci Technol 52:4396–4404

    Article  Google Scholar 

  58. Jeong SM, Kim SY, Kim DR, Jo SC, Nam KC, Ahn DU, Lee SC (2004) Effect of heat treatment on the antioxidant activity of extracts from citrus peels. J Agric Food Chem 52:3389–3393

    Article  Google Scholar 

  59. Gogoi P, Chutia P, Singh P, Mahanta CL (2019) Effect of optimized ultrasound-assisted aqueous and ethanolic extraction of Pleurotus citrinopileatus mushroom on total phenol, flavonoids and antioxidant properties. J Food Process Eng 42:e13172

    Article  Google Scholar 

  60. Tzima K, Brunton NP, Lyng JG, Frontuto D, Rai DK (2021) The effect of pulsed electric field as a pre-treatment step in ultrasound assisted extraction of phenolic compounds from fresh rosemary and thyme by-products. Innov Food Sci & Emerg Technol 69:102644

    Article  Google Scholar 

  61. Hossain MA, Hossain MS (2021) Optimization of antioxidant extraction from freeze-dried pulp, peel, and seed of Burmese grape (Baccaurea ramiflora Lour.) by response surface methodology. Biomass Convers Biorefinery 6. https://doi.org/10.21203/rs.3.rs-347432/v1

  62. Hani NM, Torkamani AE, Abidin SZ, Mahmood WAK, Juliano P (2017) The effects of ultrasound assisted extraction on antioxidative activity of polyphenolics obtained from Momordica charantia fruit using response surface approach. Food Biosci 17:7–16. https://doi.org/10.1016/j.fbio.2016.11.002

    Article  Google Scholar 

  63. Deng GF, Xu DP, Li S, Li HB (2015) Optimization of ultrasound-assisted extraction of natural antioxidants from sugar apple (Annona squamosa L.) peel using response surface methodology. Molecules 20:20448–20459. https://doi.org/10.3390/molecules201119708

    Article  Google Scholar 

  64. Chan SW, Lee CY, Yap CF, Wan Aida WM, Ho CW (2009) Optimisation of extraction conditions for phenolic compounds from limau purut (Citrus hystrix) peels. Int Food Res J 16

  65. Vickers NJ (2017) Animal communication: when I’m calling you, will you answer too? Curr Biol 27:R713–R715. https://doi.org/10.1016/j.cub.2017.05.064

    Article  Google Scholar 

  66. Chen S, Zeng Z, Hu NA, Bai BO, Wang H, Suo Y (2018) Simultaneous optimization of the ultrasound-assisted extraction for phenolic compounds content and antioxidant activity of Lycium ruthenicum Murr. fruit using response surface methodology. Food Chem 242:1–8. https://doi.org/10.1016/j.foodchem.2017.08.105

    Article  Google Scholar 

  67. Kashyap P, Riar CS, Jindal N (2021) Optimization of ultrasound assisted extraction of polyphenols from Meghalayan cherry fruit (Prunus nepalensis) using response surface methodology (RSM) and artificial neural network (ANN) approach. J Food Meas Charact 15:119–133. https://doi.org/10.1007/s11694-020-00611-0

    Article  Google Scholar 

  68. Derringer G, Suich R (1980) Simultaneous optimization of several response variables. J Qual Technol 12:214–219

    Article  Google Scholar 

  69. Ciric A, Krajnc B, Heath D, Ogrinc N (2020) Response surface methodology and artificial neural network approach for the optimization of ultrasound-assisted extraction of polyphenols from garlic. Food Chem Toxicol 135:110976

    Article  Google Scholar 

  70. Duy NQ, Thoai H, Lam T (2019) Effects of different extraction solvent systems on total phenolic, total flavonoid, total anthocyanin contents and antioxidant activities of Roselle (Hibiscus sabdariffa L.) extracts. Asian J Chem 31:2517–2521

    Article  Google Scholar 

  71. Jafarian S, Mortazavi A, Kenari RS, RadA-HE, (2014) Total phenolic content & antioxidant activity of Roselle (Hibiscus sabdariffa L.) calyces extracts. J Appl Sci Agric 9:165–169

    Google Scholar 

  72. Sirag N, Elhadi MM, Algaili AM, Hassan HM, Ohaj M (2014) Determination of total phenolic content and antioxidant activity of roselle (Hibiscus sabdariffa L.) calyx ethanolic extract. Stand Res J Pharm Pharmacol 1:34–39

    Google Scholar 

  73. Salmerón-Ruiz ML, Domínguez-Avila JA, Ayala-Zavala JF, Alvarez-Parrilla E, Villegas-Ochoa MA, Sáyago-Ayerdi SG, Valenzuela-Melendez M, González-Aguilar GA (2019) Optimization of total anthocyanin content and antioxidant activity of a Hibiscus sabdariffa infusion using response surface methodology. Biotecnia 21:114–122

    Article  Google Scholar 

  74. Chikhoune A, Gagaoua M, Nanema KD, Souleymane AS, Hafid K, Aliane K, Hadjal S, Madani K, Sentandreu E, Sentandreu MÁ, Boudjellal A (2017) Antioxidant activity of Hibiscus sabdariffa extracts incorporated in an emulsion system containing whey proteins: oxidative stability and polyphenol--whey proteins interactions. Arab J Sci Eng 42:2247–2260

    Article  Google Scholar 

  75. Purbowati ISM, Maksum A (2019) The antioxidant activity of Roselle (Hibiscus sabdariffa Linii) phenolic compounds in different variations microwave-assisted extraction time and power. IOP Conf Ser Earth Environ Sci 406:12005

    Article  Google Scholar 

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Tanvir Ahmed: formal data analysis, data calculation, and writing–original draft. Md Rahmatuzzaman Rana and Mohammad Afzal Hossain: methodology and writing–review and editing. Md Suzauddula: methodology, formal data analysis, data calculation, and writing–review and editing. Shakhawat Ullah: investigation, data curation, formal data analysis, data calculation, formal data analysis, and writing–review and editing.

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Ahmed, T., Rana, M.R., Hossain, M.A. et al. Optimization of ultrasound-assisted extraction using response surface methodology for total anthocyanin content, total phenolic content, and antioxidant activities of Roselle (Hibiscus sabdariffa L.) calyces and comparison with conventional Soxhlet extraction. Biomass Conv. Bioref. (2023). https://doi.org/10.1007/s13399-023-03881-y

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