TRƯỜNG ĐẠI HỌC CẦN THƠ
KHOA SƯ PHẠM
Đề tài
KHẢO SÁT HÀM LƯỢNG CHẤT CHỐNG OXY
HÓA - ETHOXYQUIN CÓ TRONG TÔM Ở MỘT
SỐ CHỢ TRÊN ĐỊA BÀN THÀNH PHỐ CẦN THƠ

Luận văn Tốt nghiệp
Ngành: SƯ PHẠM HÓA HỌC

Giáo viên HD: Sinh viên thực hiện:
TS. Nguyễn Thị Thu Thủy Tên: Vỏ Thị Thúy An
Th.S Lê Bảo Ngọc MSSV: 2091948
Lớp: Sư phạm Hóa Học K35
Cần Thơ – 5/2013
Luận văn tốt nghiệp SVTH: Vỏ Thị Thúy An Luận văn tốt nghiệp SVTH: Vỏ Thị Thúy An
ii
TRƯỜNG ĐẠI HỌC CẦN THƠ CỘNG HÒA XÃ HÔI CHỦ NGHĨA VIỆT NAM
KHOA SƯ PHẠM Độc lập – Tự do – Hạnh phúc
BỘ MÔN HÓA HỌC

NHẬN XÉT VÀ ĐÁNH GIÁ CỦA CÁN BỘ HƯỚNG DẪN

1. Cán bộ hướng dẫn: Ts. Nguyễn Thị Thu Thủy
2. Tên đề tài: “Khảo sát hàm lượng chất chống oxy hóa - ethoxyquin có trong tôm
ở một số chợ trên địa bàn thành phố Cần Thơ”
3. Sinh viên thực hiện: Vỏ Thị Thúy An MSSV: 2091948
Lớp Sư phạm Hóa học K35
4. Nội dung nhận xét:
a. Nhận xét về hình thức LVTN: b. Nhận xét về nội dung của LVTN:
- Đánh giá nội dung thực hiện đề tài:


Cần Thơ, ngày tháng….năm 2013
Cán bộ hướng dẫn
Ts. Nguyễn Thị Thu Thủy

Luận văn tốt nghiệp SVTH: Vỏ Thị Thúy An TRƯỜNG ĐẠI HỌC CẦN THƠ CỘNG HÒA XÃ HÔI CHỦ NGHĨA VIỆT NAM
KHOA SƯ PHẠM Độc lập – Tự do – Hạnh phúc
BỘ MÔN HÓA HỌC

NHẬN XÉT VÀ ĐÁNH GIÁ CỦA CÁN BỘ PHẢN BIỆN

1. Cán bộ phản biện: Phan Thành Chung
2. Tên đề tài: “Khảo sát hàm lượng chất chống oxy hóa - ethoxyquin có trong tôm

phương pháp sắc ký lỏng ghép khối phổ (LC/MS/MS) để xác định dư lượng
Ethoxyquin để chứng minh rằng phương pháp này là lựa chọn thích hợp.
c. Nhận xét đối với từng sinh viên tham gia thực hiện đề tài (ghi rõ từng nội
dung chính do sinh viên nào chịu trách nhiệm nếu có):
d. Kết luận, đề nghị và điểm:
Nhìn chung, tác giả đã hoàn thành cơ bản mục tiêu của đề tài đã đề ra.

Cần Thơ, ngày tháng …. năm 2013
Cán bộ phản biện Phan Thành Chung

I.3.1. Hệ số phân bố ( Partition coefficient) 4
I.3.2. Thời gian lưu ( Retention time) 5
I.3.3. Hệ số dung lượng k’ (Capacity factor) 6
I.3.4. Số đĩa lý thuyết 6
I.3.5. Độ chọn lọc 7
I.3.6. Độ phân giải 7
II. HỆ THỐNG MÁY SẮC KÝ LỎNG GHÉP KHỐI PHỔ (HPLC/MS/MS) 8
II.1. Sơ lược về hệ thống sắc ký lỏng (HPLC) 8
II.1.1. Bình chứa pha động 9
II.1.2. Bộ khử khí Degases 9
II.1.3. Bơm cao áp 10
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II.1.4. Bộ phận tiêm mẫu 10
II.1.5. Cột sắc ký 10
II.1.6. Đầu dò 11
II.1.7. Bộ phận ghi nhận tín hiệu 11
II.1.8. In dữ liệu 11
II.2. Đầu dò khối phổ - Đầu dò MS ba tứ cực 12
II.2.1. Một số vấn đề chung về đầu dò khối phổ 12
II.2.2. Cấu tạo đầu dò khối phổ ba tứ cực 13
II.2.3. Một số k thuật ghi phổ trong đầu dò khối phổ 17
III. Tổng quan về gốc tự do và chất chống oxy hóa trong thực phẩm 18
IV. Giới thiệu về ethoxyquin 19
IV.1. Công thức cấu tạo và một số tính chất của Ethoxyquin 19
IV.2. Ứng dụng và ảnh hưởng của Ethoxyquin 19
IV.3. Giới hạn cho phép 20

V. Kết quả phân tích 31
V.1. Kết quả phân tích dư lượng chất chống oxy hóa - ethoxyqiun trên nền mẫu tôm
sú 32
V.2. Kết quả phân tích dư lượng chất chống oxy hóa ethoxyqiun trên nền mẫu tôm
thẻ 33
Phần 3: KẾT LUẬN VÀ ĐỀ NGHỊ 35
I. KẾT LUẬN 35
II. ĐỀ NGHỊ 36
PHỤ LỤC 37
TÀI LIỆU THAM KHẢO 54
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Primary secondary amine
MRL
Maximum Residue Limits – Giới hạn cho phép
MS
Mass spectroscopy - Khối phổ
SPE
Solid phase extraction - Chiết pha rắn
UV
Ultra Violet - Cực tím Luận văn tốt nghiệp SVTH: Vỏ Thị Thúy An
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DANH SÁCH HÌNH
Trang
Hình 1. Thời gian lưu của cấu tử phân tích 5
Hình 2. Peak sắc ký 7

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DANH SÁCH BIỂU BẢNG
Bảng 1. Phân loại sắc ký theo bản chất của hai pha sử dụng 3
Bảng 2. Giới hạn cho phép của ethoxyquin trong một số thực phẩm 20
Bảng 3. Kết quả dựng đường chuẩn Ethoxyquin 26
Bảng 4. Kết quả khảo sát độ đúng của phương pháp 30
Bảng 5. Kết quả khảo sát độ chụm của phương pháp 30
Bảng 6. Số lượng mẫu thu mua ở các chợ trên địa bàn thành phố Cần Thơ 31
Bảng 7. Kết quả phân tích tổng hợp dư lượng chất chống oxy hóa ethoxyqiun trên cả
hai nền mẫu tôm sú và tôm thẻ 32
Bảng 8. Kết quả phân tích dư lượng chất chống oxy hóa ethoxyqiun trên nền mẫu tôm
sú 32
Bảng 9. Dư lượng của một số mẫu nhiễm ethoxyquin trên nền mẫu tôm sú 33
Bảng 10. Kết quả phân tích dư lượng chất chống oxy hóa ethoxyqiun trên nền mẫu
tôm thẻ 33
Bảng 11. Kết quả phân tích dư lượng chất chống oxy hóa ethoxyqiun trên nền mẫu
tôm thẻ 34

thực hiện nên giới hạn của đề tài là chỉ khảo sát những mẫu tôm nguyên liệu (tôm sú
và tôm thẻ) ở thị trường Thành phố Cần Thơ. Nội dung thực hiện:
 Bước 1: Chọn lọc các yếu tố phân tích.
 Bước 2: Thu mua mẫu ở một số chợ trên địa bàn Thành Phố Cần Thơ.
 Bước 3: Xử lý mẫu theo nguyên tắc: mẫu sau khi được đồng nhất, chiết
xuất bằng ACN và làm sạch bằng phương pháp QuEChERS.
 Bước 4: Phân tích mẫu bằng máy LC/MS/MS và xử lí kết quả.
Sau thời gian thực hiện đề tài đã xây dựng các thông số, chọn lọc điều kiện tối
ưu cho quá trình thực nghiệm. Kết quả phù hợp với tiêu chuẩn của AOAC:
 Giới hạn phát hiện LOD = 3ppb.
 Đường chuẩn tuyến tính trong khoảng nồng độ 1–16ppb.
 Hiệu suất thu hồi nằm trong khoảng từ 60 – 115%.
Thu mua và phân tích 56 mẫu tôm, có 22/56 mẫu phát hiện dư lượng
ethoxyquin. Trong đó có 12/22 mẫu có dư lượng cao hơn MRL, 10/22 mẫu có dư
lượng thấp hơn MRL.
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Từ kết quả thu được ta thấy:
 Tỉ lệ mẫu có dư lượng ethoxyquin vượt mức cho phép vẫn còn cao.
 Việc sử dụng ethoxyquin như một chất chống oxy hóa vẫn còn rất phổ
biến.

nuôi) đối với các lô tôm nhập khẩu từ Việt Nam. Việc Nhật Bản xây dựng một rào cản
kỹ thuật mới đã gây không ít trở ngại cho người nuôi cũng như các doanh nghiệp xuất
khẩu tôm ở Việt Nam.
Xuất phát từ thực trạng này, chúng tôi tiến hành đề tài: “KHẢO SÁT HÀM
LƯỢNG CHẤT CHỐNG OXY HÓA - ETHOXYQUIN CÓ TRONG TÔM Ở
MỘT SỐ CHỢ TRÊN ĐỊA BÀN THÀNH PHỐ CẦN THƠ”. Đề tài được tiến hành
tại TRUNG TÂM DỊCH VỤ PHÂN TÍCH THÍ NGHIỆM TP HCM - CHI NHÁNH
CẦN THƠ .
II. MỤC ĐÍCH CỦA ĐỀ TÀI
Đề tài được thực hiện nhằm mục đích đánh giá được phần nào dư lượng của
chất chống oxy hóa – ethoxyquin có trong tôm ở một số chợ thuộc địa bàn thành phố
Cần Thơ. Đồng thời, giúp các nhà sản xuất nâng cao chất lượng tôm để cung cấp cho
thị trường trong nước và ngoài nước.
III. MỤC TIÊU CỦA ĐỀ TÀI
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 Đọc tài liệu tìm hiểu về phương pháp sắc ký, chất chống oxy hóa ethoxyquin và
các thông tin có liên quan đến đề tài.
 Chọn phương pháp để thực hiện đề tài.
 Tiến hành thu mẫu tôm đại diện tại các chợ trên địa bàn thành phố Cần Thơ.
 Tiến hành xử lí mẫu và phân tích hàm lượng của chất chống oxy hóa -
ethoxyquin có trong mẫu đã thu mua bằng phương pháp sắc ký lỏng ghép khối
phổ.
 So sánh hàm lượng ethoxyquin đã phân tích được với giới hạn cho phép và đưa ra
kết luận.
IV. ĐỐI TƯỢNG NGHIÊN CỨU
Đề tài được tiến hành trên nền mẫu là tôm sú và tôm thẻ (tôm nguyên liệu).

là sắc ký cột với pha tĩnh là canxi cacbonat, còn ete dầu mỏ được dùng làm pha di
động. Ông đã đặt tên cho kỹ thuật này là chromatography. Tên này được ghép bởi hai
từ Hy Lạp “chroma” có nghĩa là “màu” và “graphein” nghĩa là “viết”. Trong mấy thập
kỷ tiếp theo, nghiên cứu về lý thuyết và ứng dụng của sắc ký đã phát triển rất mạnh
mẽ.
Tất cả các loại hình sắc ký đều có nguyên lý tách giống nhau: mẫu phân tích
được hòa tan trong một pha động, pha này có thể là một chất khí, chất lỏng hoặc chất
lỏng siêu tới hạn. Pha tĩnh được cố định trong cột hay trên bề mặt vật rắn. Cho pha
động di chuyển qua pha tĩnh một cách liên tục và không hòa lẫn với nó, khi đó, các
chất tan là thành phần của mẫu sẽ di chuyển qua cột theo pha động với tốc độ khác
nhau tùy thuộc vào tương tác giữa pha tĩnh, pha động và chất tan. Nhờ tốc độ di
chuyển khác nhau, các thành phần của mẫu sẽ tách riêng thành dải, làm cơ sở cho phân
tích định tính và định lượng.
I.2. Phân loại phương pháp sắc ký
Người ta phân biệt nhiều loại kỹ thuật sắc ký khác nhau dựa vào bản chất của
hai pha sử dụng hoặc dựa vào bản chất của các hiện tượng xảy ra trong quá trình tách
các chất.
I.3.1. Phân loại sắc ký theo bản chất của hai pha sử dụng
Pha động
Pha tĩnh
Tên gọi của kỹ thuật sắc ký
Chất lỏng
Chất rắn
Sắc ký lỏng-rắn (sắc ký cột, sắc ký lớp mỏng).
Chất lỏng
Chất lỏng
Sắc ký lỏng-lỏng (Sắc ký HPLC với cột nhồi pha đảo C-18).
Chất khí
Chất rắn
Sắc ký khí-rắn (gọi chung là sắc ký khí)

Sắc ký cột : Pha tĩnh được nén trong một trụ hình tròn và pha động di chuyển
xuyên ngang qua trụ đó, có thể nhờ trọng lực, nhờ một bơm cao áp có áp suất lớn hoặc
nhờ áp lực của chất khí.
Sắc ký phẳng: Pha tĩnh được tráng thành một lớp thật mỏng lên trên một tấm
phẳng. Khi sắc ký, tấm này được dựng đứng và pha động di chuyển ngang qua bề mặt
tấm này, có thể theo chiều từ trên xuống hoặc từ dưới lên.
I.3. Một số đại lượng đặc trưng cho phân tích sắc ký
I.3.1. Hệ số phân bố ( Partition coefficient)
Cân bằng của một cấu tử X trong hệ sắc ký có thể được mô tả bằng phương
trình như sau:
Xpha động Xpha tĩnh
class="bi x4 y138 w5 h19" 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