Table 1. Technologies for discriminating livestock species and type of meat

Species Sorting type Sorting methods Targets References
Bovine Breed PCR Hanwoo, Holstein Nam et al. (2004)
Breed NGS Hanwoo, Holstein Han et al. (2018)
Breed SNP, NGS Hanwoo, Ankole, N'Dama, Ogaden, Boran, Kenya Boran, Holstein, Jersey, Angus Cho et al. (2014)
Meat quality E-tongue Angus, Buffalo, Hungarian Grey, Hungarian Spotted cattle, Hostein Surányi et al. (2021)
Age SPR Hanwoo Jang et al. (2014)
Meat cut 2D gel electrophoresis, MALDI-TOF MS/MS Hanwoo Lee et al. (2010)
Meat grade NIR machine learning (CNN) Hanwoo Seo et al. (2019)
Spoiled E-nose, ANN Beef Panigrahi et al. (2006)
Frozen REIMS Beef He et al. (2021)
Frozen Enzyme Hanwoo Han et al. (2005)
Porcine Breed SNP, PCR Iberico (bellota, cebo de campo, cebo), Berkshire, Landrace, Yorkshire, Duroc, Korean native pig, Wild pig, Spainish pic, Jeju pig Cha et al. (2019)
Breed meat quality PCR Korean native pig × Landrace × Duroc Park et al. (2021)
Frozen Enzyme - Toldrá et al. (1991)
Chicken Breed SNP Korean native chicken, Broiler, laying hens Lee et al. (2019)
Spoiled MALDI-TOF MS Broiler Höll et al. (2016)
Spoiled CNN Broiler Putra and Prakasa (2020)
Frozen NIR Broiler Liu et al. (2004)
Multiple Species PCR Cattle, pig, sheep, goat, horse, deer Park et al. (2012)
Species PCR Cattle, pig, chicken, duck, sheep, goat, horse, dog, turkey, goose Koh et al. (2010)
Species NIR Cattle, pig, chicken Nolasco-Perez et al. (2019)
Species MasSpec Pen Cattle, pig, chicken, lamb, venison, cod, halibut, Atlantic salmon, sockeye slamon, steelhead trout Gatmaitan et al. (2021)
Species LC-MS/MS Cattle, pig, sheep Buckley (2016)
Species LC-MS/MS Cattle, pig, chicken, duck Kim et al. (2017)
Spoiled E-nose Random forest algorithm - Hanif et al. (2022)
PCR, polymerase chain reaction; NGS, next-generation sequencing; SNP, single nucleotide polymorphism; E-tongue, electronic tongue; SPR, surface plasmon resonance; MALDI-TOF, matrix-assisted laser desorption ionization-time of flight; NIR, near infrared; CNN, convolutional neural network; E-nose, electronic nose; ANN, artificial neural network; REIMS, rapid evaporative ionization mass spectrometry; LC, liquid chromatography; MS, mass spectrometry.