Araştırma Makalesi
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KAVUN ÇEKİRDEĞİ ŞERBETİNDE (SÜBYE) FENOLİK BİLEŞİKLERİN BİYOERİŞİLEBİLİRLİĞİNİN DEĞERLENDİRİLMESİ

Yıl 2022, Cilt 47, Sayı 6, 1130 - 1139, 15.12.2022
https://doi.org/10.15237/gida.GD22083

Öz

Sübye; kavun çekirdekleri, şeker ve su ile hazırlanan geleneksel bir soğuk içecektir. Bu çalışmada ağız, mide ve bağırsaktaki sindirimi taklit eden in vitro bir model kullanılarak şeker ve tatlandırıcı ile hazırlanan sübye formülasyonlarında toplam fenolik madde ve toplam antioksidan kapasitedeki değişimlerin belirlenerek gıda matrisinin fenolik bileşiklerin biyoerişilebilirliğine olan etkisinin araştırılması amaçlanmıştır. Elde edilen sonuçlar sübye formülasyonlarında şeker ilavesinin toplam fenolik madde (%42–64) (P <0.05) ve toplam antioksidan kapasite (%13–172) biyoerişilebilirliğini arttırdığını göstermiştir. Tatlandırıcı ile hazırlanan sübye formülasyonlarında ise içeceklerin büyük kısmında fenolik bileşik (%80) ve antioksidanların (%16–62) biyoerişilebilirliği artmakla beraber bazı formülasyonlarda tatlandırıcının toplam fenolik madde ve toplam antioksidan kapasite biyoerişilebilirliği açısından önemli düzeyde bir etkisinin olmadığı görülmüştür. Sonuç olarak, bu çalışmada elde edilen bulgular şeker veya tatlandırıcı varlığının fenolik bileşiklerin biyoerişilebilirliğini genel anlamda olumlu yönde etkilediğine dikkat çekmiştir.

Kaynakça

  • Aly, E., Sánchez-Moya, T., Darwish, A. A., Ros-Berruezo, G., López-Nicolás, R. (2022). In vitro digestion effect on CCK and GLP-1 release and antioxidant capacity of some plant-based milk substitutes. Journal of Food Science, 87(5): 1999-2008, doi: 10.1111/1750-3841.16140.
  • Apak, R., Guclu K., Ozyurek M., Karademir S.E. (2004). Novel total antioxidant capacity index for dietary polyphenols and vitamins C and E, using their cupric ion reducing capability in the presence of neocuproine: CUPRAC method. Journal of Agricultural and Food Chemistry, 52(26): 7970-7981, doi: 10.1021/jf048741x.
  • Apan, M.A., Zorba, M. (2018). Improvement of quality and shelf-life of Sübye, a traditional beverage of Turkey. Food Science and Technology, 38(4):719-725, doi: 0.1590/1678-457X.12517.
  • Aydar, E.F., Tutuncu, S., Ozcelik, B. (2020). Plant-based milk substitutes: Bioactive compounds, conventional and novel processes, bioavailability studies, and health effects. Journal of Functional Foods, 70: 103975, doi: 10.1016/j.jff.2020.103975.
  • Bouayed, J., Hoffmann, L., Bohn, T. (2011). Total phenolics, flavonoids, anthocyanins and antioxidant activity following simulated gastro-intestinal digestion and dialysis of apple varieties: Bioaccessibility and potential uptake. Food Chemistry, 128(1):14-21, doi: 10.1016/j.foodchem.2011.02.052.
  • Capanoglu, E., Kamiloglu, S., Demirci Cekic, S., Sozgen Baskan, K., Avan, A. N., Uzunboy, S., Apak, R. (2021). Antioxidant activity and capacity measurement. In: Plant Antioxidants and Health, Ekiert, H.M., Ramawat, K.G., Arora, J. (Eds.), Springer, pp. 709-773, doi: 10.1007/978-3-030-45299-5_22-1.
  • Carbonell-Capella, J.M., Buniowska, M., Esteve, M.J., Frígola, A. (2015). Effect of Stevia rebaudiana addition on bioaccessibility of bioactive compounds and antioxidant activity of beverages based on exotic fruits mixed with oat following simulated human digestion. Food Chemistry, 184: 122–130. doi: 10.1016/j.foodchem.2015.03.095.
  • Dueñas, M., García-Estévez, I. (2020). Agricultural and food waste: Analysis, characterization and extraction of bioactive compounds and their possible utilization. Foods, 9(6): 817, doi: :10.3390/foods9060817.
  • Kamiloglu, S. (2019). Taze ve dondurulmuş elmalarda ve elma posasında polifenol biyoerişebilirliğinin değerlendirilmesi. GIDA, 44(3): 409-418, doi:. 10.15237/gida.gd19026.
  • Kamiloglu, S., Ozdal, T., Bakir, S., Capanoglu, E. (2022). Bioaccessibility of terebinth (Pistacia terebinthus L.) coffee polyphenols: Influence of milk, sugar and sweetener addition. Food Chemistry, 374: 131728, doi: 10.1016/j.foodchem.2021.131728.
  • Kamiloglu, S., Pasli, A.A., Ozcelik, B., Capanoglu, E. (2014). Evaluating the in vitro bioaccessibility of phenolics and antioxidant activity during consumption of dried fruits with nuts. LWT - Food Science and Technology, 56(2), 284-289, doi: 10.1016/j.lwt.2013.11.040.
  • Kamiloglu, S., Tomas, M., Ozdal, T., Capanoglu, E. (2021). Effect of food matrix on the content and bioavailability of flavonoids. Trends in Food Science and Technology, 117:15-33, doi: 10.1016/j.tifs.2020.10.030.
  • Kumaran, A., Karunakaran R.J. (2006). Antioxidant and free radical scavenging activity of an aqueous extract of Coleus aromaticus. Food Chemistry, 97(1): 109-114, doi: 10.1016/j.foodchem.2005.03.032.
  • Miller, N.J., Rice-Evans C. (1997). Factors influencing the antioxidant activity determined by the ABTS•+ radical cation assay. Free Radical Reserach, 26(6): 195-199, doi: 10.3109/10715769709097799.
  • Minekus, M., Alminger M., Alvito P., Ballance S., Bohn T., Bourlieu C., Carriere F., Boutrou R., Corredig M., Dupont D., Dufour C., Egger L., Golding M., Karakaya S., Kirkhus B., Le Feunteun S., Lesmes U., Macierzanka A., Mackie A., Marze S., McClements D.J., Menard O., Recio I., Santos C.N., Singh R.P., Vegarud G.E., Wickham M.S.J., Weitschies W., Brodkorb A. (2014). A standardised static in vitro digestion method suitable for food–an international consensus. Food & Function, 5(6): 1113-1124, doi: 10.1039/C3FO60702J.
  • Neilson, A.P., George, J.C., Janle, E.M., Mattes, R.D., Rudolph, R., Matusheski, N.V., Ferruzzi, M.G. (2009). Influence of chocolate matrix composition on cocoa flavan-3- ol bioaccessibility in vitro and bioavailability in humans. Journal of Agricultural and Food Chemistry, 57(20): 9418–9426. doi: 10.1021/jf902919.
  • Peters, C.M., Green, R.J., Janle, E.M., Ferruzzi, M.G. (2010). Formulation with ascorbic acid and sucrose modulates catechin bioavailability from green tea. Food Research International, 43(1): 95–102, doi: 10.1016/J. foodres.2009.08.016.
  • Reyes-Jurado, F., Soto-Reyes, N., Dávila-Rodríguez, M., Lorenzo-Leal, A.C., Jiménez-Munguía, M. T., Mani-López, E., López-Malo, A. (2021). Plant-based milk alternatives: Types, processes, benefits, and characteristics. Food Reviews International, doi: 10.1080/87559129.2021.1952421.
  • Rolim, P.M., Seabra, L.M.A.J., de Macedo, G.R. (2020). Melon by-products: Biopotential in human health and food processing. Food Reviews International, 36(1): 15-38, doi: 10.1080/87559129.2019.1613662.
  • Sabancı, S., Celebi, C., Icier, F. (2014). Rheological properties of sübye, traditional beverage. Akademik Gıda, 12(1): 11-15.
  • Salehi, B., Capanoglu, E., Adrar, N., Catalkaya, G., Shaheen, S., Jaffer, M., Giri, L., Suyal, R., Jugran, A.K., Calina, D., Docea, A.O., Kamiloglu, S., Kregiel, D., Antolak, H., Pawlikowska, E., Sen, S., Acharya, K., Selamoglu, Z., Sharifi-Rad, J., Martorell, M., Rodrigues, C.F., Sharopov, F., Martins, N., Capasso, R. (2019). Cucurbits plants: A key emphasis to its pharmacological potential. Molecules, 24(10): 1854, doi: 10.3390/molecules24101854.
  • Tamer, C.E., Yolci Ömeroğlu, P., Çopur, Ö.U. (2019). Functional and traditional non-alcoholic beverages in Turkey. In: Non-alcoholic beverages, Grumezescu, A.M., Holban, A.M. (Eds.), Volume 6: The science of beverages, Woodhead Publishing, pp. 483-521, doi: 10.1016/B978-0-12-815270-6.00015-3.
  • Velioglu, Y.S., Mazza G., Gao L., Oomah B.D. (1998). Antioxidant activity and total phenolics in selected fruits, vegetables, and grain products. Journal of Agricultural and Food Chemistry, 46(10): 4113-4117, doi: 10.1021/jf9801973.
  • Wojtunik-Kulesza, K., Oniszczuk, A., Oniszczuk, T., Combrzyński, M., Nowakowska, D., Matwijczuk, A. (2020). Influence of in vitro digestion on composition, bioaccessibility and antioxidant activity of food polyphenols—A non-systematic review. Nutrients, 12(5): 1401, doi: 10.3390/nu12051401.
  • Wootton-Beard, P. C., Moran, A., & Ryan, L. (2011). Stability of the total antioxidant capacity and total polyphenol content of 23 commercially available vegetable juices before and after in vitro digestion measured by FRAP, DPPH, ABTS and Folin–Ciocalteu methods. Food Research International, 44(1):217-224, doi: 10.1016/j.foodres.2010.10.033.

EVALUATION OF BIOACCESSIBILITY OF PHENOLIC COMPOUNDS IN MELON SEED SHERBET (SUBYE)

Yıl 2022, Cilt 47, Sayı 6, 1130 - 1139, 15.12.2022
https://doi.org/10.15237/gida.GD22083

Öz

Subye is a traditional cold drink prepared with melon seeds, sugar and water. The aim of this study was to investigate the food matrix effect on the bioaccessibility of phenolic compounds by determining the changes in total phenolics and total antioxidant capacity of subye formulations prepared with sugar/sweetener, using an in vitro model mimicking the digestion in the mouth, stomach and intestine. The results showed that presence of sugar in subye formulations increases the bioaccessibility of total phenolics (42–64%) (P <0.05) and total antioxidant capacity (13–172%). Although bioaccessibility of phenolics and antioxidants increased in most of the beverages prepared with sweetener (80% and 16-62%, respectively), for some formulations presence of sweetener did not induce a significant effect on the bioaccessibility of total phenolics and total antioxidant capacity. Overall, the findings obtained in this study pointed out that in general presence of sugar/sweetener positively affects the bioaccessibility of phenolics.

Kaynakça

  • Aly, E., Sánchez-Moya, T., Darwish, A. A., Ros-Berruezo, G., López-Nicolás, R. (2022). In vitro digestion effect on CCK and GLP-1 release and antioxidant capacity of some plant-based milk substitutes. Journal of Food Science, 87(5): 1999-2008, doi: 10.1111/1750-3841.16140.
  • Apak, R., Guclu K., Ozyurek M., Karademir S.E. (2004). Novel total antioxidant capacity index for dietary polyphenols and vitamins C and E, using their cupric ion reducing capability in the presence of neocuproine: CUPRAC method. Journal of Agricultural and Food Chemistry, 52(26): 7970-7981, doi: 10.1021/jf048741x.
  • Apan, M.A., Zorba, M. (2018). Improvement of quality and shelf-life of Sübye, a traditional beverage of Turkey. Food Science and Technology, 38(4):719-725, doi: 0.1590/1678-457X.12517.
  • Aydar, E.F., Tutuncu, S., Ozcelik, B. (2020). Plant-based milk substitutes: Bioactive compounds, conventional and novel processes, bioavailability studies, and health effects. Journal of Functional Foods, 70: 103975, doi: 10.1016/j.jff.2020.103975.
  • Bouayed, J., Hoffmann, L., Bohn, T. (2011). Total phenolics, flavonoids, anthocyanins and antioxidant activity following simulated gastro-intestinal digestion and dialysis of apple varieties: Bioaccessibility and potential uptake. Food Chemistry, 128(1):14-21, doi: 10.1016/j.foodchem.2011.02.052.
  • Capanoglu, E., Kamiloglu, S., Demirci Cekic, S., Sozgen Baskan, K., Avan, A. N., Uzunboy, S., Apak, R. (2021). Antioxidant activity and capacity measurement. In: Plant Antioxidants and Health, Ekiert, H.M., Ramawat, K.G., Arora, J. (Eds.), Springer, pp. 709-773, doi: 10.1007/978-3-030-45299-5_22-1.
  • Carbonell-Capella, J.M., Buniowska, M., Esteve, M.J., Frígola, A. (2015). Effect of Stevia rebaudiana addition on bioaccessibility of bioactive compounds and antioxidant activity of beverages based on exotic fruits mixed with oat following simulated human digestion. Food Chemistry, 184: 122–130. doi: 10.1016/j.foodchem.2015.03.095.
  • Dueñas, M., García-Estévez, I. (2020). Agricultural and food waste: Analysis, characterization and extraction of bioactive compounds and their possible utilization. Foods, 9(6): 817, doi: :10.3390/foods9060817.
  • Kamiloglu, S. (2019). Taze ve dondurulmuş elmalarda ve elma posasında polifenol biyoerişebilirliğinin değerlendirilmesi. GIDA, 44(3): 409-418, doi:. 10.15237/gida.gd19026.
  • Kamiloglu, S., Ozdal, T., Bakir, S., Capanoglu, E. (2022). Bioaccessibility of terebinth (Pistacia terebinthus L.) coffee polyphenols: Influence of milk, sugar and sweetener addition. Food Chemistry, 374: 131728, doi: 10.1016/j.foodchem.2021.131728.
  • Kamiloglu, S., Pasli, A.A., Ozcelik, B., Capanoglu, E. (2014). Evaluating the in vitro bioaccessibility of phenolics and antioxidant activity during consumption of dried fruits with nuts. LWT - Food Science and Technology, 56(2), 284-289, doi: 10.1016/j.lwt.2013.11.040.
  • Kamiloglu, S., Tomas, M., Ozdal, T., Capanoglu, E. (2021). Effect of food matrix on the content and bioavailability of flavonoids. Trends in Food Science and Technology, 117:15-33, doi: 10.1016/j.tifs.2020.10.030.
  • Kumaran, A., Karunakaran R.J. (2006). Antioxidant and free radical scavenging activity of an aqueous extract of Coleus aromaticus. Food Chemistry, 97(1): 109-114, doi: 10.1016/j.foodchem.2005.03.032.
  • Miller, N.J., Rice-Evans C. (1997). Factors influencing the antioxidant activity determined by the ABTS•+ radical cation assay. Free Radical Reserach, 26(6): 195-199, doi: 10.3109/10715769709097799.
  • Minekus, M., Alminger M., Alvito P., Ballance S., Bohn T., Bourlieu C., Carriere F., Boutrou R., Corredig M., Dupont D., Dufour C., Egger L., Golding M., Karakaya S., Kirkhus B., Le Feunteun S., Lesmes U., Macierzanka A., Mackie A., Marze S., McClements D.J., Menard O., Recio I., Santos C.N., Singh R.P., Vegarud G.E., Wickham M.S.J., Weitschies W., Brodkorb A. (2014). A standardised static in vitro digestion method suitable for food–an international consensus. Food & Function, 5(6): 1113-1124, doi: 10.1039/C3FO60702J.
  • Neilson, A.P., George, J.C., Janle, E.M., Mattes, R.D., Rudolph, R., Matusheski, N.V., Ferruzzi, M.G. (2009). Influence of chocolate matrix composition on cocoa flavan-3- ol bioaccessibility in vitro and bioavailability in humans. Journal of Agricultural and Food Chemistry, 57(20): 9418–9426. doi: 10.1021/jf902919.
  • Peters, C.M., Green, R.J., Janle, E.M., Ferruzzi, M.G. (2010). Formulation with ascorbic acid and sucrose modulates catechin bioavailability from green tea. Food Research International, 43(1): 95–102, doi: 10.1016/J. foodres.2009.08.016.
  • Reyes-Jurado, F., Soto-Reyes, N., Dávila-Rodríguez, M., Lorenzo-Leal, A.C., Jiménez-Munguía, M. T., Mani-López, E., López-Malo, A. (2021). Plant-based milk alternatives: Types, processes, benefits, and characteristics. Food Reviews International, doi: 10.1080/87559129.2021.1952421.
  • Rolim, P.M., Seabra, L.M.A.J., de Macedo, G.R. (2020). Melon by-products: Biopotential in human health and food processing. Food Reviews International, 36(1): 15-38, doi: 10.1080/87559129.2019.1613662.
  • Sabancı, S., Celebi, C., Icier, F. (2014). Rheological properties of sübye, traditional beverage. Akademik Gıda, 12(1): 11-15.
  • Salehi, B., Capanoglu, E., Adrar, N., Catalkaya, G., Shaheen, S., Jaffer, M., Giri, L., Suyal, R., Jugran, A.K., Calina, D., Docea, A.O., Kamiloglu, S., Kregiel, D., Antolak, H., Pawlikowska, E., Sen, S., Acharya, K., Selamoglu, Z., Sharifi-Rad, J., Martorell, M., Rodrigues, C.F., Sharopov, F., Martins, N., Capasso, R. (2019). Cucurbits plants: A key emphasis to its pharmacological potential. Molecules, 24(10): 1854, doi: 10.3390/molecules24101854.
  • Tamer, C.E., Yolci Ömeroğlu, P., Çopur, Ö.U. (2019). Functional and traditional non-alcoholic beverages in Turkey. In: Non-alcoholic beverages, Grumezescu, A.M., Holban, A.M. (Eds.), Volume 6: The science of beverages, Woodhead Publishing, pp. 483-521, doi: 10.1016/B978-0-12-815270-6.00015-3.
  • Velioglu, Y.S., Mazza G., Gao L., Oomah B.D. (1998). Antioxidant activity and total phenolics in selected fruits, vegetables, and grain products. Journal of Agricultural and Food Chemistry, 46(10): 4113-4117, doi: 10.1021/jf9801973.
  • Wojtunik-Kulesza, K., Oniszczuk, A., Oniszczuk, T., Combrzyński, M., Nowakowska, D., Matwijczuk, A. (2020). Influence of in vitro digestion on composition, bioaccessibility and antioxidant activity of food polyphenols—A non-systematic review. Nutrients, 12(5): 1401, doi: 10.3390/nu12051401.
  • Wootton-Beard, P. C., Moran, A., & Ryan, L. (2011). Stability of the total antioxidant capacity and total polyphenol content of 23 commercially available vegetable juices before and after in vitro digestion measured by FRAP, DPPH, ABTS and Folin–Ciocalteu methods. Food Research International, 44(1):217-224, doi: 10.1016/j.foodres.2010.10.033.

Ayrıntılar

Birincil Dil Türkçe
Konular Gıda Bilimi ve Teknolojisi
Bölüm Makaleler
Yazarlar

Nurdan ÖZDEMİRLİ>
Bursa Uludağ Üniversitesi
0000-0001-8741-1416
Türkiye


Senem KAMİLOĞLU BEŞTEPE> (Sorumlu Yazar)
Bursa Uludag University
0000-0003-3902-4360
Türkiye

Erken Görünüm Tarihi 19 Ekim 2022
Yayımlanma Tarihi 15 Aralık 2022
Yayınlandığı Sayı Yıl 2022, Cilt 47, Sayı 6

Kaynak Göster

Bibtex @araştırma makalesi { gida1167522, journal = {Gıda}, issn = {1300-3070}, eissn = {1309-6273}, address = {}, publisher = {Gıda Teknolojisi Derneği}, year = {2022}, volume = {47}, number = {6}, pages = {1130 - 1139}, doi = {10.15237/gida.GD22083}, title = {KAVUN ÇEKİRDEĞİ ŞERBETİNDE (SÜBYE) FENOLİK BİLEŞİKLERİN BİYOERİŞİLEBİLİRLİĞİNİN DEĞERLENDİRİLMESİ}, key = {cite}, author = {Özdemirli, Nurdan and Kamiloğlu Beştepe, Senem} }
APA Özdemirli, N. & Kamiloğlu Beştepe, S. (2022). KAVUN ÇEKİRDEĞİ ŞERBETİNDE (SÜBYE) FENOLİK BİLEŞİKLERİN BİYOERİŞİLEBİLİRLİĞİNİN DEĞERLENDİRİLMESİ . Gıda , 47 (6) , 1130-1139 . DOI: 10.15237/gida.GD22083
MLA Özdemirli, N. , Kamiloğlu Beştepe, S. "KAVUN ÇEKİRDEĞİ ŞERBETİNDE (SÜBYE) FENOLİK BİLEŞİKLERİN BİYOERİŞİLEBİLİRLİĞİNİN DEĞERLENDİRİLMESİ" . Gıda 47 (2022 ): 1130-1139 <https://dergipark.org.tr/tr/pub/gida/issue/73077/1167522>
Chicago Özdemirli, N. , Kamiloğlu Beştepe, S. "KAVUN ÇEKİRDEĞİ ŞERBETİNDE (SÜBYE) FENOLİK BİLEŞİKLERİN BİYOERİŞİLEBİLİRLİĞİNİN DEĞERLENDİRİLMESİ". Gıda 47 (2022 ): 1130-1139
RIS TY - JOUR T1 - KAVUN ÇEKİRDEĞİ ŞERBETİNDE (SÜBYE) FENOLİK BİLEŞİKLERİN BİYOERİŞİLEBİLİRLİĞİNİN DEĞERLENDİRİLMESİ AU - NurdanÖzdemirli, SenemKamiloğlu Beştepe Y1 - 2022 PY - 2022 N1 - doi: 10.15237/gida.GD22083 DO - 10.15237/gida.GD22083 T2 - Gıda JF - Journal JO - JOR SP - 1130 EP - 1139 VL - 47 IS - 6 SN - 1300-3070-1309-6273 M3 - doi: 10.15237/gida.GD22083 UR - https://doi.org/10.15237/gida.GD22083 Y2 - 2022 ER -
EndNote %0 Gıda KAVUN ÇEKİRDEĞİ ŞERBETİNDE (SÜBYE) FENOLİK BİLEŞİKLERİN BİYOERİŞİLEBİLİRLİĞİNİN DEĞERLENDİRİLMESİ %A Nurdan Özdemirli , Senem Kamiloğlu Beştepe %T KAVUN ÇEKİRDEĞİ ŞERBETİNDE (SÜBYE) FENOLİK BİLEŞİKLERİN BİYOERİŞİLEBİLİRLİĞİNİN DEĞERLENDİRİLMESİ %D 2022 %J Gıda %P 1300-3070-1309-6273 %V 47 %N 6 %R doi: 10.15237/gida.GD22083 %U 10.15237/gida.GD22083
ISNAD Özdemirli, Nurdan , Kamiloğlu Beştepe, Senem . "KAVUN ÇEKİRDEĞİ ŞERBETİNDE (SÜBYE) FENOLİK BİLEŞİKLERİN BİYOERİŞİLEBİLİRLİĞİNİN DEĞERLENDİRİLMESİ". Gıda 47 / 6 (Aralık 2022): 1130-1139 . https://doi.org/10.15237/gida.GD22083
AMA Özdemirli N. , Kamiloğlu Beştepe S. KAVUN ÇEKİRDEĞİ ŞERBETİNDE (SÜBYE) FENOLİK BİLEŞİKLERİN BİYOERİŞİLEBİLİRLİĞİNİN DEĞERLENDİRİLMESİ. GIDA. 2022; 47(6): 1130-1139.
Vancouver Özdemirli N. , Kamiloğlu Beştepe S. KAVUN ÇEKİRDEĞİ ŞERBETİNDE (SÜBYE) FENOLİK BİLEŞİKLERİN BİYOERİŞİLEBİLİRLİĞİNİN DEĞERLENDİRİLMESİ. Gıda. 2022; 47(6): 1130-1139.
IEEE N. Özdemirli ve S. Kamiloğlu Beştepe , "KAVUN ÇEKİRDEĞİ ŞERBETİNDE (SÜBYE) FENOLİK BİLEŞİKLERİN BİYOERİŞİLEBİLİRLİĞİNİN DEĞERLENDİRİLMESİ", Gıda, c. 47, sayı. 6, ss. 1130-1139, Ara. 2022, doi:10.15237/gida.GD22083

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