foods
Article
Muscle and Serum Metabolomics for Different Chicken Breeds
under Commercial Conditions by GC–MS
Chengkeng Tan
1,2
, Jinap Selamat
1,3,
* , Nuzul Noorahya Jambari
1,3
, Rashidah Sukor
1,3
,
Suganya Murugesu
1
and Alfi Khatib
4
Citation: Tan, C.; Selamat, J.; Jambari,
N.N.; Sukor, R.; Murugesu, S.; Khatib,
A. Muscle and Serum Metabolomics
for Different Chicken Breeds under
Commercial Conditions by GC–MS.
Foods 2021, 10, 2174. https://doi.org/
10.3390/foods10092174
Academic Editor: Michel Aliani
Received: 6 August 2021
Accepted: 12 August 2021
Published: 14 September 2021
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1
Food Safety and Food Integrity (FOSFI), Institute of Tropical Agriculture and Food Security, Universiti Putra
Malaysia (UPM), Serdang 43400, Selangor, Malaysia; cktan@moh.gov.my (C.T.);
noorahya@upm.edu.my (N.N.J.); rashidah@upm.edu.my (R.S.); suganya@upm.edu.my (S.M.)
2
National Public Health Laboratory, Ministry of Health Malaysia, Lot 1853, Kampung Melayu Sungai Buloh,
Sungai Buloh 47000, Selangor, Malaysia
3
Department of Food Science, Faculty of Food Science and Technology, Universiti Putra Malaysia (UPM),
Serdang 43400, Selangor, Malaysia
4
Department of Pharmaceutical Chemistry, Faculty of Pharmacy, International Islamic University Malaysia,
Kuantan 25200, Pahang, Malaysia; alfikhatib@iium.edu.my
* Correspondence: jinap@upm.edu.my or sjinap@gmail.com; Tel.: +603-9769-1466
Abstract: Globally, village chicken is popular and is known as a premium meat with a higher price.
Food fraud can occur by selling other chicken breeds at a premium price in local markets. This study
aimed to distinguish local village chicken from other chicken breeds available in the market, namely,
colored broiler (Hubbard), broiler (Cobb), and spent laying hen (Dekalb) in pectoralis major and
serum under commercial conditions using an untargeted metabolomics approach. Both pectoralis
major and serum were analyzed using gas chromatography–mass spectrometry (GC–MS). The
principal component analysis (PCA) results distinguished four different chicken breeds into three
main groups for pectoralis major and serum. A total of 30 and 40 characteristic metabolites were
identified for pectoralis major and serum, respectively. The four chicken breeds were characterized
by the abundance of metabolites such as amino acids (L−glutamic acid, L−threonine, L−serine,
L−leucine), organic acids (L−lactic acid, succinic acid, 3−hydroxybutyric acid), sugars (D−allose,
D−glucose), sugar alcohols (myo−inositol), and fatty acids (linoleic acid). Our results suggest that
an untargeted metabolomics approach using GC–MS and PCA could discriminate chicken breeds for
pectoralis major and serum under commercial conditions. In this study, village chicken could only be
distinguished from colored broiler (Hubbard) by serum samples.
Keywords: GC–MS; metabolomics; chicken; biomarkers; pectoralis major; serum; PCA
1. Introduction
Chicken meat is known as the most popular poultry meat worldwide. The demand for
poultry meat has increased in the past few decades due to healthy eating habits [1]; better
choice and its lower cost than red meat; readiness for further processing; and it having no
religious, cultural, or political prohibitions [2]. In the global poultry sector, including in
Asian countries, village chickens have been shown significant demand for the past few
decades, with prices two to four times higher than broiler [3]. Village chicken demand is
notably high due to its uniqueness in flavor and better meat quality [4]. The market age for
the village chicken is about 4–5 months, with 1–1.5 kg of live weight on average [5,6]. There
are many occasions that underage colored broiler is sold as village chicken at a premium
price to fraud the consumers for economic gain [7,8]. The manipulation of the market age
of chickens sold in the market may lead to food fraud and counterfeiting risk due to the size
similarity of the whole carcass between the chicken breeds. Furthermore, the consumers
struggle to recognize the type of chicken breeds in terms of the retail cut of breast meat
Foods 2021, 10, 2174. https://doi.org/10.3390/foods10092174 https://www.mdpi.com/journal/foods