The combination of microbiological, biochemical, and quality index methods in quality evaluation of pacific white shrimps (Litopenaeus vannamei) preserved at 0°C

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Life ScienceS Agriculture  
DOI: 10.31276/VJSTE.63(2).45-51  
The combination of microbiological, biochemical,  
and quality index methods in quality evaluation of pacific  
white shrimps (Litopenaeus vannamei) preserved at 0°C  
Nhat Tam Le1*, Nguyen Que Anh Huynh1, Nhu Khue Doan1, Thuy Xuan Uyen Phan1, Ba Thanh Nguyen1,  
Sao Mai Dam1, Thi Van Thi Tran2, Le phuong Lien Nguyen3, Van Hai Chu4, Huynh Anh Vu Truong4  
1Institute of Biotechnology and Food Technology, Industrial University of Ho Chi Minh city, Vietnam  
2Hue University of Science, Hue University, Vietnam  
3Department of Refrigeration and Livestock Product Technology, Szent István University, Budapest, Hungary  
4Center of Analytical Services and Experimentation Ho Chi Minh city, Vietnam  
Received 28 May 2020; accepted 21 August 2020  
Abstract:  
In this study, the sensory, microbiological, and biochemical qualities were used to examine the quality of Pacific  
white shrimps (Litopenaeus vannamei) preserved at 0°C during a 10-day period. The sensory quality was evaluated  
by a quality index (QI) that resulted from a quality index method (QIM) scheme. Meanwhile, the total viable count  
(TVC) and K-value were used to assess the microbiological and biochemical qualities of the shrimp. On day 9, the  
results from TVC and QIM have shown that the shrimp showed signs of spoilage, corresponding to a log CFU/g of  
6.4 and a QI of 21.37, which is unacceptable to consumers. The QI increased linearly with storage days therefore the  
remaining shelf-life of the shrimp was estimated from a linear regression equation. In particular, this study found  
a linear relationship between QI, K-value, and hypoxanthine content. Furthermore, hypoxanthine itself could be  
considered as an independent quality index like the K-index. In conclusion, the quality of Pacific white shrimp was  
categorized into four different classes: excellent, good, acceptable, and moderately acceptable, based on its sensory  
and biochemical quality indicators.  
Keywords: hypoxanthine, K-value, pacific white shrimp, QIM.  
Classification number: 3.1  
qualities are established based on these impact factors [2].  
The organoleptic quality assessment method is based on  
Introduction  
Shrimp are an important source of seafood with  
variations of sensory properties including the color, smell,  
considerable nutrition and economic value in many  
taste, and texture. The intensity rating method is considered  
countries around the world [1]. In Vietnam, Pacific white  
shrimp (Litopenaeus vannamei) have achieved a high  
the most popular at present, followed by the Torry scheme,  
quantitative descriptive analysis (QDA), and QIM, to name  
export turnover rate in the seafood industry in recent years.  
a few. Among those, QIM is predicted by Hyldig as the  
However, the method used to assess the quality of shrimp  
potential method for quality assessment in the European  
in particular, and seafood in general, is not consistent with  
Community. QIM was developed by the Tasmanian Food  
the current methods in other parts of the world. The quality  
Research Unit in Australia [4] and is continually being  
developed. QIM possesses many advantages such as short  
training time, short evaluation time, and high reliability in  
assessing the freshness of seafood preserved in ice [5]. The  
difference between QIM and other methods is that QIM is  
built to evaluate the sensory changes of specific species.  
QIM focuses on the correlation between the quality index  
of post-harvest shrimp decreases with storage time due to  
the impact of three main factors, which include the activity  
of endogenous enzymes, microorganisms, and chemical  
reactions. These activities alter the sensory state, chemical  
composition, as well as the total amount of aerobic  
microorganisms in shrimp [2, 3]. Therefore, methods that  
assess sensory, chemical, microbiological, and physical  
*Corresponding author: Email: [email protected]  
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Reagents  
and the storage time expressed via a linear regression  
equation. Thus, QIM allows an estimation of the remaining  
shelf-life of seafood. So far, QIM-Eurofish has developed  
28 QIM schemes mainly for fish, shrimp, and squid species.  
However, the QIM scheme for Pacific white shrimp has  
not yet been developed [6]. In Vietnam, shrimp quality is  
assessed according to TCVN 3276-89 [7]. This standard is  
generally applied to all shrimp species and is not an intensity  
rating method, however, it is a semi-quantitative assessment  
that describes changes in the properties of shrimp. Therefore,  
quality results from TCVN 3276-89 do not resemble those  
obtained by the rating method used in importing countries.  
This leads to disputes over quality and financial losses for  
exporting enterprises. After shrimp die, the process of self-  
decomposition takes place immediately, which is followed  
by the process of decomposition [8]. This autolysis is  
caused by endogenous enzymes in the shrimp and results  
in the release of nucleotides and its derivatives. In 1959,  
Saito and his colleagues introduced the “K-value”, which is  
calculated based on nucleotides and their derivatives. The  
“K-value” has been formulated as an index of freshness  
in seafood [9]. Unlike quality indicators such as TVB-N,  
TMA-N, or histamine that are suitable for assessing quality  
during the decomposition stage, the K-value tends to  
linearly correlate with storage time [10-15]. This allows  
researchers to develop a regression equation between the  
QI and K-value.  
Reagents  
including  
Adenosine-5’-triphosphate  
(PubChem CID: 5957), Adenosine-5’-diphosphate  
(PubChem CID: 6022), Adenosine-5’-monophosphate  
(PubChem CID: 6083), Inosinmonophosphate (PubChem  
CID: 8582), Inosine (PubChem CID: 6021), and  
hypoxanthine (PubChem CID: 790) were purchased from  
Sigma - Aldrich (Merck KGaA, Germany). Other reagents  
such as methanol (PubChem CID: 887), ethanol (PubChem  
CID: 702), and HPLC-grade water were bought from Merck  
Vietnam Ltd. Co.  
Determination of TVC  
TVC was measured according to Leboffe and Pierce  
(2015) [16]. In brief, 10 g of peeled shrimp were minced  
and mixed with 90 ml of 0.9% NaCl solution and then  
centrifuged at 3000 rpm at 30o  
C for 5 min. The pour-plate  
method using plate count agar was applied to determine  
the total plate counts. The extract from the samples were  
inoculated on agar plates and incubated at 30oC for 48 h  
before the colonies were counted. The experiments were  
repeated three times and the TVC values were expressed as  
log CFU/g (colony forming units).  
Development of QIM scheme  
The QIM scheme was developed based on three main  
steps according to Bernardi, et al. (2013) and Le, et al.  
(2017) [17, 18], which include: (1) identification of quality  
attributes, (2)mainsensoryevaluation, and(3)quantification  
of the developed (sensory) QI, as mentioned below.  
Therefore, this study aims to develop a complete  
quality assessment process including the analytical  
methods measuring the microbiological, biochemical, and  
sensory changes. The expected findings include the quality  
classification of Pacific white shrimp based on the QI and  
K-value as well as the linear regression equations between  
the quality indicators investigated.  
Step 1 (preliminary program): three sensory experts  
observed all the changes in quality attributes (e.g. shape,  
odor, texture, eyes, shell color, and formation of black spots  
on the abdomen, body, tail). The terms were noted from  
direct observation [18-20]. The CATA (check all that apply)  
method was applied to select the most suitable descriptive  
terms from the preliminary terminology. Each attribute was  
then given a score from 0 to 3, with a low score suggesting  
a high quality level.  
Materials and methods  
Shrimp collection and storage  
Healthy Pacific white shrimp were purchased from the  
Binh Dien market in Ho Chi Minh city. The shrimp samples  
were then washed with filtered water and packaged in  
polyethylene zipper bags (26.8×27.9 cm) (Alcoa Products  
Inc., VA, USA). These sample bags were placed directly in  
a polystyrene container containing shaved ice with a ratio  
of 1 shrimp to 2 shaved ices (w/w) and were delivered to  
the testing facility within 2 hours. At the testing facility,  
the sample bags were preserved at 0°C in a refrigerator for  
research purposes.  
Step 2 (main program development and panel training):  
the shrimp samples were evaluated daily for ten consecutive  
daysat0°C.Thestartofday0wasdeterminedtoberightafter  
the shrimp arrived at the testing facility. The examination  
of the shrimp at different time points was conducted by six  
sensory panelists for one month. The panelists evaluated  
the samples and recorded the results without knowing the  
storage time. This process ensured accuracy, reliability, and  
minimized bias in data.  
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Step 3 (quantification of the recorded sensory QI): this  
step primarily involved quantification of the data collected  
from the QIM scheme. The regression equation between  
the days in storage and QI was developed to compare the  
projected shelf life with actual shelf life of shrimps. The  
data collected from ten different samples corresponded to  
each of the 10-day storage periods.  
Results and discussion  
The change in TVC  
The initial number of microorganisms in shrimp was  
mainly from the breeding environment [23]. The shrimp  
samples, after being washed with clean water, were stored  
at 0°C and the TVC with a log CFU/g value of 4.7 was  
recorded on day 1. The TVC values for the following days  
2, 3, and 4 did not change significantly with 4.78, 4.89,  
and 5.01 (log CFU/g), respectively. However, starting  
from day 5, significant changes were observed (p<0.05).  
The TVC value was 5.55 on day 5, 5.78 on day 6, 5.77  
on day 7, 5.89 on day 8, 6.4 on day 9, and 6.4 on day 10.  
The TVC values increased rapidly after day 4 for 10 days  
and exceeded 6 log CFU/g on day 9. The value of 6 log  
CFU/g is regarded as the limit allowed by the International  
Commission on Microbiological Specifications for Foods  
(ICMSF) for frozen shrimp. Thus, the shelf life of shrimps  
was set at day 8. Two recent studies by Naik, et al. (2014)  
[23] and Okpala, et al. (2014) [24] on black tiger and white  
shrimp samples have also shown that the shelf life are 8  
days and 7 days, respectively. This difference in shelf life  
may be from different species, seasons, harvest techniques,  
age, and physiological conditions [2]. Microbiological  
changes in shrimp are closely related to sensory and  
biochemical changes. In the autolytic stage, as mentioned  
above, the main cause is due to the endogenous enzymes.  
Some components that are quickly metabolized during this  
period are ATP, glycogen that produces sweet IMP, and  
hypoxanthine derivatives that produce a bitter taste [2]. A  
decrease in pH, which is caused by lactic acid produced from  
glycogen digestion, facilitates the hydrolysis of the proteins  
of acidic enzymes. The hydrolysis of proteins forms basic  
substances such as TVB and biological amines [25]. This  
leads to the decomposition of proteins and lipids. This is the  
source of the unique flavors such as alcohols and aldehydes,  
especially aldehydes that have double bonds in the third  
position [26, 27]. Biochemical changes also strongly occur  
during the decomposition stage. TMA compounds have a  
fishy smell, which are formed by the reduction of TMAO  
and NH3 resulting from the metabolism of amine acids by  
enzyme deaminases.  
ATP, related compounds, and K-value  
Nucleotides and related compounds including ATP,  
ADP, AMP, IMP, inosine, and hypoxanthine were  
measured by high-performance liquid chromatography  
with a diode array detector (HPLC-DAD). In this method,  
nucleotides and related compounds were extracted with  
0.6 M perchloride acid and detected by the 2018 Cosmosil  
application (Nacalai Tesque, Japan) and Veciana-Nogues, et  
al. (1997) [21, 22]. In summary, 3±0.01 g of shrimp meat  
was blended with 10 ml of 0.6 M perchloride acid for 10  
min by vortex. The mixture was then centrifuged at 3000  
rpm for 10 min to collect the supernatant. This process was  
repeated three times. The extract was neutralized to pH 7.0  
using 1 M KOH filtered through Whatman Grade 1 filter  
paper (Sigma-Aldrich, Germany) and diluted to 50 ml by  
volume. One milliliter of the diluted extract was uploaded  
into an SPE C18 column (Agilent Technologies, USA) and  
eluted with a 0.05 M K2HPO4 buffer to harvest 10 ml. Then,  
50 µl of the harvested extract was injected into the column  
for the analysis of nucleotides and related compounds by  
HPLC. HPLC analyses were performed using an Agilent  
1260 apparatus (Agilent Technologies, USA) equipped with  
diode array detector (Agilent 1260 detector), 5C18-PAQ  
column (size 5 mm, length 250 mm - 4.6 mm I.D) (Nacalai  
Tesque, Japan) at 30oC. The mobile phase of 0.05 M K2HPO3  
was controlled at a flow rate of 1 ml/min. Nucleotides and  
related compounds were detected at a wavelength of 260  
nm.  
The K-value was calculated as the percent ratio of  
inosine (HxR) and hypoxanthine (Hx) to the sum of ATP  
and degradation products as shown below.  
K-values(%)=100(inosine+hypoxanthine)/(ATP+ADP+  
AMP+IMP+inosine+hypoxanthine).  
Development of QIM scheme for the quality evaluation  
Data analysis  
of Pacific white shrimps  
All experiments were conducted in triplicate. The  
obtained data were preprocessed with Microsoft Excel  
(version 2010) and analyzed using Statgraphics centurion  
software. A linear regression model was fit to the data. The  
significance level was at p<0.05.  
Changes in sensory qualities such as color, odor,  
and texture of head and tail were noted with preliminary  
descriptive terms. The CATA method was applied to  
select and arrange the terms in descending quality order as  
described in Table 1 [28].  
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Table 1. QIM scheme for Pacific white shrimp (Litopenaeus  
vannamei).  
Other shrimp samples with different storage times  
were evaluated by the trained panel for ten consecutive  
days. Changes in sensory attributes, corresponding QI, and  
quality class from day 0 to day 10 are presented in Table 2.  
Characters  
Description  
Score  
Table 2. Sensory changes, QI, and Pacific white shrimp quality  
Fresh ocean smell  
0
1
classifications during storage at 0°C.  
Lightly fishy smell, smell of seashells  
Days  
Descriptions  
QI  
Class  
Odor  
Meat  
Neutral or slightly trimethylamine (TMA) 2  
Shrimp has fresh ocean smell, blueish-gray head.  
Roes begin to turn yellow. The head has no black  
spots. Head is intact and tightly attached to the  
body  
Body is shiny gray and intact. The back is yellow.  
Body has no black spots  
Tail is gray, a bit purple at the top end and has no  
black spots. Tail is attached to the body  
Shell is hard and tough  
Strong trimethylamine (TMA)  
Gray, gray - green, no spot  
Gray, gray - green, light yellow  
Light black, scattered black spots  
Black, large black spots  
3
0
1
2
3
0
1
2
1
1.32  
Head  
Body  
Meat is translucent, firm and elastic  
Excellent  
Shiny, gray, yellow, spotless  
Gray, green, some spots  
Shrimp has fresh ocean smell. Head is blueish-  
gray. Roes are light yellow. Head has no black  
spots. Head is intact and tightly attached to the  
body  
Body is shiny gray and intact. The back is yellow.  
Body has no black spots  
Tail is gray, a bit purple at the tip of the tail, and  
has no black spots. Tail is attached to the body  
Shell is less tough  
Gray, slightly pink, scattered spots  
2
2.90  
Yellow, pink. Large black spots on the  
body and legs  
Color  
3
Gray, purple, spotless  
Gray, green, some spots  
Green, pink, large black spots  
Black  
0
1
2
3
0
1
2
3
0
1
2
3
Meat is translucent, firm and elastic  
Tail  
Seashell smell, lightly fishy. Roes are yellow  
Head is blueish-gray, lightly loose from the body,  
and has some black spots  
Body is shiny, gray, and green, has no spots  
Body is intact  
Tail is gray and blue and has some black spots  
Tail is attached to the body  
Shell is less tough and less hard  
3
5.60  
Pearl color, translucent  
Translucent, silver-ish or gray-ish  
Milky white  
Meat  
Shell  
Meat is translucent and grayish. Meat is less firm  
Good  
Seashell and fishy smell. Roes are yellow  
Head is blueish-gray. Black spots appear on the  
swimming legs. Head is intact  
Body is shiny, gray, and green. The body has  
black spots. Body is intact  
Tail is gray and blue, has some black spots. Tail  
is attached to the body  
Meat is translucent, silver gray. Meat is less firm  
Shell is less tough  
Milky white, pink, yellow  
Hard, elastic  
4
8.87  
Hard, slight elastic  
Slightly soft  
Soft  
Seashell and fishy smell. Roes are yellow. Head  
is gray. Black spots appear on the swimming  
legs. Head is loose from the body  
Body is gray, and green. The body has black  
spots. Body is intact but lightly stretched  
Tail is gray and blue, has black spots. Tail is  
attached to the body  
Head and body are intact. The head is  
tightly attached to the body. The tail is 0  
attached to the body  
5
10.53  
Head is loose but body is still intact, and  
the tail is attached to the body  
1
Texture  
Appearance  
Meat is milky white and lightly soft  
Shell is less tough  
Head is loosely attached to body; and  
flesh is loosely attached to shell  
2
Moderately  
acceptable  
Head is very loose, may not attached to  
the body; flesh is easily separated from 3  
shell  
Fishy smell. Roes are light orange. Head is  
pinkish gray. Black spots on swimming legs  
Head is loose from the body  
Body is gray; light pink on the back. The body  
has black spots. Body is intact but lightly  
stretched  
Tail is blue and has dark spots. Tail is attached  
to the body  
Firm, springy, elastic  
0
1
2
3
6
14.12  
Slightly less firm, less springy  
Soft, sticky, slightly elastic  
Soft, deformed  
Meat  
Crispy shell  
Meat is silver gray and lightly soft  
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to the loose body. The shrimp had a reddish body with a  
moderate density of black spots and opaque shell. The meat  
was not attached to the skin. It was slightly pink, soft, and  
had slightly sour smell, which acquired QI scores of 16.93  
and 18.50, respectively. In stage 5 (from day 9 to day 10),  
the head was almost detached from the body, the shrimp had  
a foul and sour smell, soft meat, a lot of black spots, and no  
legs. The QI scores during this stage were 21.37 and 22.77,  
respectively. A linear relationship between storage days and  
QI score was found by a simple linear regression equation:  
QI=2.4×day-0.79 (R²=0.990). The shelf life of Pacific white  
shrimp at 0°C was projected to 8 days corresponding to QI  
of 18.5. Le, et al. (2017), Okpala, et al. (2014), Nirmal, et al.  
(2009), and Hanpongkittikun, et al. (1995) [18, 24, 29, 30]  
also obtained a shelf-life for black tiger and white shrimp  
ranging between 7 and 8 days. In reference to previously  
published studies, we categorize the quality of Pacific white  
shrimp into 4 classes: Excellent (QI from 0-2.9), Good (QI  
2.9-8.87), Moderately Acceptable (QI 8.87-14.12), and Just  
Acceptable (QI 14.12-18.50). The established QIM scheme  
was validated by comparison between its projected shelf-  
life and the actual shelf-life of the shrimp samples. Ten  
shrimp samples with different storage times were randomly  
selected and subjected to the QI evaluation. The QI score  
for each sample was the average score given by the sensory  
panel. The estimated shelf life was calculated using the  
linear regression equation (QI=2.41×day-0.79; R²=0.990).  
The results in Table 3 show that the actual shelf life was not  
significantly different from the estimated shelf life (p<0.05).  
Table 3 describes the data from the 10 experimental samples.  
Fishy, ammonia smell  
Roes are light orange. Head is pinkish gray  
Black spots on swimming legs and head. Head is  
loose from the body  
Body is gray and pink. The body has large black  
spots. Body is stretchy  
Tail is blue, pink and has dark spots. Tail is  
attached to the body  
Crispy shell  
7
16.93  
Meat is milky gray and soft.  
Just  
acceptable  
Fishy, slightly trimethylamine odor  
Roes are orange and broken. Head is pinkish  
gray. The head has large black spots. Head is  
loose from the body  
Body is gray and pink. The body has large black  
spots. Body is stretchy  
Tail is blue, pink at the tip of the tail. Tail is  
attached to the body  
Crispy shell  
8
18.50  
Meat is milky gray and soft, not elastic, sticky  
Fishy, trimethylamine odor  
Head is orange, and black. Large black spots  
Head is loose from the body. Roes are broken  
Body is yellow, pink. Body has large black spots  
Black spots appear on the abdomen. Body is  
stretchy  
Tail is black. Tail is attached to the body  
Soft shell  
Meat is milky white, yellow, pink. Meat is sticky  
9
21.37  
Rejected  
Strong trimethylamine smell (rotten smell)  
Head is orange, black. Large black spots. Head is  
loose from the body. Roes are broken  
Body is yellow, pink. Body has large black spots.  
Black spots are on the abdomen and legs. Body  
is stretchy  
Black tail. Tail is attached to the body  
Soft shell  
Meat is milky white, yellow, pink. Meat is sticky  
10  
22.77  
The changes in the sensory quality of Pacific white  
shrimp were divided into five stages corresponding to five  
storage periods: from day 1 to day 2; from day 3 to day 4;  
from day 5 to day 6; from day 7 to day 8; and from day  
9 to day 10. In stage 1 (from day 1 to day 2), the shrimp  
underwent a period of stiffness and there were almost no  
changes in color, texture, and odor. The QI scores of day  
1 to 2 went from 1.32 to 2.9, respectively. In stage 2 (from  
day 3 to day 4), the sensory characteristics of the shrimp  
were similar to those on days 1 and 2, however, the color of  
head and tail began to change and therefore the QI scores  
were 5.60 and 8.87, respectively. In stage 3, (from day 5  
to day 6), the shrimp shell lost its glossiness and became  
slightly opaque. At this point, the shrimp were still quite  
fresh, milky white, and slightly soft, but they had lost their  
elasticity and had a few black spots on the head and tail.  
Thus, the QI scores were between 10.53 and 14.12. In  
stage 4 (from day 7 to day 8), the color of the head and tail  
changed considerably compared to the initial samples. The  
head and tail were slightly black and the head was attached  
Table 3. Validation of the QIM scheme with the projected and  
the actual shelf life.  
Equivalent number projected shelf life Actual  
Samples QI  
of storage days  
in ice  
according to QIM shelf life  
scheme  
(n=3)  
1
2
3
4
5
6
7
8
9
10  
1.14 0.8  
2.82 1.5  
7.2  
6.5  
5.9  
5.0  
3.5  
2.2  
6.6  
2.3  
4.8  
3.6  
7.07±0.06  
6.5±0.10  
4.27 2.1  
6.43 3.0  
10.04 4.5  
13.17 5.8  
2.58 1.4  
12.93 5.7  
6.92 3.2  
9.80 4.4  
5.97±0.12  
5.03±0.12  
3.57±0.15  
2.23±0.15  
6.50±0.10  
2.23±0.12  
4.97±0.15  
3.50±0.10  
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Table 3 shows that the remaining shelf-life of the  
samples were nearly equal to the shelf-life calculated from  
the linear regression equation between QI and storage days.  
This validated the efficiency of the QIM scheme for Pacific  
white shrimp and proved that this scheme can be used to  
evaluate the quality and the classification of shrimp quality  
as shown in Table 2.  
8
7
6
5
4
3
2
1
0
ATP  
ADP  
AMP  
IMP  
HxR  
Hx  
The change in K-value  
Days  
Shrimp undergo the autolysis process quickly after  
harvest. ATP is one of the first metabolites in fisheries after  
death. The changes in nucleotide and related compounds are  
presented in Fig. 1. From this figure, the changes of ATP,  
ADP, AMP, IMP, and inosine became quickly prone due to  
the endogenous enzymes possess in fish and shellfish. In  
contrast, the transformation from hypoxanthine to uric acid  
occurred slowly. Therefore, the amount of hypoxanthine  
increasedwiththestoragetime.Fig.1depictstheATPcontent  
and its derivatives resulting from the ATP autolytic process.  
The ATP components and their derivatives are expressed  
in µM/g. The contents of ATP, ADP, AMP, IMP, HxR, and  
Hx measured on day 1 were 0.4, 1.07, 7.03, 0.4, 0.44, and  
0.59 µM/g, respectively. This proved that the metabolism  
from ATP to AMP occurred quickly at the beginning. The  
amount of ATP and ADP from the 3rd day onward had very  
low values in the remaining days. The amount of AMP  
decreased rapidly until day 4 (4.12 µM/g), meanwhile, the  
amount of IMP, Hx, and HxR increased gradually to 1.24,  
1.09 , and 0.84 µM/g, respectively, on day 4. However, there  
were differences in these components in the following days:  
the amount of AMP decreased steadily; IMP increased until  
day 6 then decreased slightly to day 10; HxR almost did  
not change; while Hx increased gradually over the storage  
time. Thus, among the components considered, the Hx  
value increased linearly with the storage time and the linear  
regression equation between Hx and the storage day was  
0
1
2
3
4
5
6
7
8
9
10  
Fig. 1. Changes in nucleotide content and the composition of  
derivatives during 10-day storage. Adenosine triphosphate -  
ATP; Adenosine diphosphate - ADT; Adenosine monophosphate  
- AmP; Inosine monophosphate - ImP; Xanthine - Hxr;  
Hypoxanthine - Hx.  
40  
K%  
35  
30  
25  
20  
15  
10  
5
y=3.05x+1.77  
R²=0.992  
Days  
10 11  
0
0
1
2
3
4
5
6
7
8
9
Fig. 2. Changes of K-value during 10-day storage.  
Correlation between the quality indices and  
classification of shrimp quality  
TheresultsshowedthattheQI,K-value,andhypoxanthine  
correlated linearly with storage time. Therefore, these  
quality indicators correlate linearly with each other. The  
linear regression equation between the indicators are as  
follows: QI=0.79K-9.49 (R2=0.956); QI=13.54Hx-7.44  
(R2=0.979); Hx=0.06K-0.13 (R2=0.950). Table 4 presents  
the results of a combined quality classification of Pacific  
white shrimp between the QIM and chemical indicators  
including K-value and hypoxanthine.  
Hx=0.177×day+0.33 (R2  
=0.974). The K-value calculated  
from the equation increased with time of storage. The linear  
regression equation between the K-value and storage day  
was K-value=3.05×day+1.8 (R²=0.992) (Fig. 2). Studies  
[10-15, 31] also show that the K-value and hypoxanthine  
amount increase linearly with storage time. This suggests  
that it is possible to use the amount of hypoxanthine to  
assess the quality change of Pacific white shrimps preserved  
at 0°C using the linear regression procedure between the  
K-value and hypoxanthine presented above.  
Table 4. Quality classification of Pacific white shrimps based on  
QI, K-value, and hypoxanthine.  
Quality class  
Excellent  
Good  
QI  
K-value  
Hypoxanthine (Hx)  
0≤QI≤2.9  
2.9<QI≤8.87  
0≤K≤18.36  
0≤Hx≤0.75  
18.36<K≤24.30 0.75<Hx≤1.09  
Acceptable  
8.87<QI≤14.12 24.30<K≤29.34 1.09<Hx≤1.35  
Moderately acceptable 14.12<QI≤18.5 29.34<K≤ 34.11 1.35<Hx≤1.72  
Vietnam Journal of Science,  
June 2021 • Volume 63 number 2  
50  
Technology and Engineering  
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Life ScienceS Agriculture  
[15] Y.R. Huang, M.F.J. Zelaya, C.Y. Shiau (2016), “Changes in biochemical  
compositions and quality of white shrimp (Litopenaeus vannamei) during  
storage”, Journal of Aquatic Food Product Technology, 25(1), pp.35-45.  
Conclusions  
A QIM scheme has been developed for Pacific white  
shrimp (Litopenaeus vannamei) stored at 0°C. The scheme  
employs the descriptive terms for quality changes in sensory  
attributes in accordance with the quality requirements  
required by QIM (from 0 to 3). The quality of the shrimp  
was categorized into four classes, including Excellent,  
Good, Acceptable, and Moderately Acceptable, which are  
based on the QI score. The QIM scheme for Pacific white  
shrimp was validated for its accuracy and efficiency. This  
scheme can be combined with the K-value or hypoxanthine  
value for the quality assessment of Pacific white shrimp.  
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Application, Morton Publishing Company.  
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[19] G. Hyldig, G.D.M. Green-Petersen (2005), “Quality index method-an  
objective tool for determination of sensory quality”, Journal of Aquatic Food  
Product Technology, 13(4), pp.71-80, DOI: 10.1300/J030v13n04_06.  
COMPETING INTERESTS  
[20] K. Azam, S. Nazmul-Alam, S.S. Naher (2010), “Quality assessment of  
farmed black tiger shrimp (Penaeus monodon) in supply chain: Organoleptic  
evaluation”, Journal of Food Processing and Preservation, 34, pp.164-175, DOI:  
10.1111/j.1745-4549.2008.00331.x.  
The authors declare that there is no conflict of interest  
regarding the publication of this article.  
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Vietnam Journal of Science,  
June 2021 • Volume 63 number 2  
51  
Technology and Engineering  
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