Summary of Study ST002902
This data is available at the NIH Common Fund's National Metabolomics Data Repository (NMDR) website, the Metabolomics Workbench, https://www.metabolomicsworkbench.org, where it has been assigned Project ID PR001806. The data can be accessed directly via it's Project DOI: 10.21228/M88F0V This work is supported by NIH grant, U2C- DK119886.
See: https://www.metabolomicsworkbench.org/about/howtocite.php
This study contains a large results data set and is not available in the mwTab file. It is only available for download via FTP as data file(s) here.
Study ID | ST002902 |
Study Title | Quantitative analysis of fatty acid compositions of retail cow’s milk and milk alternatives in Thailand using GC-MS |
Study Summary | All 36 brands of commercial milk samples available in retail stores in Thailand were collected in July 2019. They included 17 brands of whole cow’s milk, 6 brands of lactose-free cow’s milk, 9 brands of soymilk, and 4 brands of almond milk. Of all the cow’s milk samples, there were 6, 2, and 9 ultra-high temperature processing (UHT), sterilized, pasteurized milk samples, respectively. Quantification of fatty acids was performed using GC-MS. |
Institute | Mahidol University |
Department | Siriraj Metabolomics and Phenomics Center |
Laboratory | Siriraj Center of Research Excellence in Metabolomics and Systems Biology |
Last Name | Khoomrung |
First Name | Sakda |
Address | 2 Wanglang Road, Bangkok, Bangkok, 10700, Thailand |
sakda.kho@mahidol.edu | |
Phone | 024195511 |
Submit Date | 2023-09-25 |
Num Groups | 5 |
Total Subjects | 118 |
Publications | https://doi.org/10.1016/j.jfca.2020.103785 |
Raw Data Available | Yes |
Raw Data File Type(s) | mzML |
Analysis Type Detail | GC-MS |
Release Date | 2023-10-27 |
Release Version | 1 |
Select appropriate tab below to view additional metadata details:
Project:
Project ID: | PR001806 |
Project DOI: | doi: 10.21228/M88F0V |
Project Title: | Quantitative analysis of nutrient metabolite compositions of retail cow’s milk and milk alternatives in Thailand using GC-MS |
Project Type: | MS quantitative analysis |
Project Summary: | To provide comprehensive metabolite profiles and their concentrations, this study characterized retail cow’s milk and plant-based milk (soymilk and almond milk) for amino acids (AA), fatty acids (FA), and sugars. The cow’s milk samples included conventional milk with different heating processes and lactose-free cow’s milk. Multivariate analysis was applied to identify pattern associated with different types of milk. Principal component analysis (PCA) indicated that the plant-based milk alternatives were markedly different from cow’s milk samples. This was attributed mainly to FA, particularly C18:2n-6 and C18:1 (cis-9) which were highest in soymilk and almond milk, respectively. Unlike the cow’s milk samples, the plant-based milk samples exhibited greater brand-to-brand variation in metabolite concentrations. The mean concentration of total AA in soymilk samples was comparable to that in cow’s milk samples, but the cow’s milk samples were 1.4–6.3 times more enriched in branched-chain AA. There was no significant difference in AA and FA concentrations between conventional and lactose-free cow’s milk. Heating processes of cow’s milk did not result in distinct metabolite patterns. This study further showed that FA profiling could be applied to evaluating soymilk adulteration with 1 %–2 % cow’s milk. |
Institute: | Mahidol University |
Department: | Siriraj Metabolomics and Phenomics Center |
Laboratory: | Siriraj Center of Research Excellence in Metabolomics and Systems Biology |
Last Name: | Khoomrung |
First Name: | Sakda |
Address: | 2 Wanglang Road, Bangkok, Bangkok, 10700, Thailand |
Email: | sakda.kho@mahidol.edu |
Phone: | 024195511 |
Publications: | https://doi.org/10.1016/j.jfca.2020.103785 |
Subject:
Subject ID: | SU003015 |
Subject Type: | Food item |
Factors:
Subject type: Food item; Subject species: - (Factor headings shown in green)
mb_sample_id | local_sample_id | Milk_group | Milk_process |
---|---|---|---|
SA315646 | 29.1 | Almond | Unknown |
SA315647 | 28.3 | Almond | Unknown |
SA315648 | 29.2 | Almond | Unknown |
SA315649 | Alm 30.3 | Almond | Unknown |
SA315650 | 27.2 | Almond | Unknown |
SA315651 | 28.2 | Almond | Unknown |
SA315652 | 29.3 | Almond | Unknown |
SA315653 | 28.1 | Almond | Unknown |
SA315654 | 27.3 | Almond | Unknown |
SA315655 | 27.1 | Almond | Unknown |
SA315656 | Alm 30.2 | Almond | Unknown |
SA315657 | Alm 30.1 | Almond | Unknown |
SA315658 | 17.2 | Cow | Pasteurized |
SA315659 | 9.1 | Cow | Pasteurized |
SA315660 | 17.3 | Cow | Pasteurized |
SA315661 | 10.1 | Cow | Pasteurized |
SA315662 | 17.1 | Cow | Pasteurized |
SA315663 | 9.2 | Cow | Pasteurized |
SA315664 | 9.3 | Cow | Pasteurized |
SA315665 | 16.2 | Cow | Pasteurized |
SA315666 | 12.1 | Cow | Pasteurized |
SA315667 | 12.2 | Cow | Pasteurized |
SA315668 | 12.3 | Cow | Pasteurized |
SA315669 | 11.3 | Cow | Pasteurized |
SA315670 | 11.2 | Cow | Pasteurized |
SA315671 | 10.2 | Cow | Pasteurized |
SA315672 | 10.3 | Cow | Pasteurized |
SA315673 | 11.1 | Cow | Pasteurized |
SA315674 | 13.1 | Cow | Pasteurized |
SA315675 | 13.2 | Cow | Pasteurized |
SA315676 | 15.2 | Cow | Pasteurized |
SA315677 | 15.3 | Cow | Pasteurized |
SA315678 | 16.1 | Cow | Pasteurized |
SA315679 | 15.1 | Cow | Pasteurized |
SA315680 | 14.3 | Cow | Pasteurized |
SA315681 | 13.3 | Cow | Pasteurized |
SA315682 | 14.1 | Cow | Pasteurized |
SA315683 | 14.2 | Cow | Pasteurized |
SA315684 | 16.3 | Cow | Pasteurized |
SA315685 | cow 8.2 | Cow | Sterilized |
SA315686 | cow 8.3 | Cow | Sterilized |
SA315687 | cow 8.1 | Cow | Sterilized |
SA315688 | Cow1.3 | Cow | UHT |
SA315689 | Cow1.2 | Cow | UHT |
SA315690 | Cow 2.2 | Cow | UHT |
SA315691 | Cow2.1 | Cow | UHT |
SA315692 | Cow 1.1 | Cow | UHT |
SA315693 | Cow2.3 | Cow | UHT |
SA315694 | 6.2 | Cow | Unknown |
SA315695 | 4.2 | Cow | Unknown |
SA315696 | 7.3 | Cow | Unknown |
SA315697 | 6.3 | Cow | Unknown |
SA315698 | cow 5.2 | Cow | Unknown |
SA315699 | cow 5.3 | Cow | Unknown |
SA315700 | cow 6.1 | Cow | Unknown |
SA315701 | cow 7.1 | Cow | Unknown |
SA315702 | cow 7.2 | Cow | Unknown |
SA315703 | 3.1 | Cow | Unknown |
SA315704 | cow 5.1 | Cow | Unknown |
SA315705 | cow 3.2 | Cow | Unknown |
SA315706 | cow 3.3 | Cow | Unknown |
SA315707 | cow 4.1 | Cow | Unknown |
SA315708 | cow 4.3 | Cow | Unknown |
SA315709 | 36.3 | LactoseFree | LactoseFree |
SA315710 | 34.2 | LactoseFree | LactoseFree |
SA315711 | 32.2 | LactoseFree | LactoseFree |
SA315712 | 32.3 | LactoseFree | LactoseFree |
SA315713 | 33.1 | LactoseFree | LactoseFree |
SA315714 | 32.1 | LactoseFree | LactoseFree |
SA315715 | 31.3 | LactoseFree | LactoseFree |
SA315716 | 36.2 | LactoseFree | LactoseFree |
SA315717 | 31.1 | LactoseFree | LactoseFree |
SA315718 | 33.2 | LactoseFree | LactoseFree |
SA315719 | 31.2 | LactoseFree | LactoseFree |
SA315720 | 36.1 | LactoseFree | LactoseFree |
SA315721 | 33.3 | LactoseFree | LactoseFree |
SA315722 | 35.2 | LactoseFree | LactoseFree |
SA315723 | 35.3 | LactoseFree | LactoseFree |
SA315724 | 34.1 | LactoseFree | LactoseFree |
SA315725 | 35.1 | LactoseFree | LactoseFree |
SA315726 | 34.3 | LactoseFree | LactoseFree |
SA315754 | PS9 | pool | pool |
SA315755 | PS2 | pool | pool |
SA315756 | PS10 | pool | pool |
SA315757 | PS1 | pool | pool |
SA315758 | PS3 | pool | pool |
SA315759 | PS4 | pool | pool |
SA315760 | PS7 | pool | pool |
SA315761 | PS6 | pool | pool |
SA315762 | PS5 | pool | pool |
SA315763 | PS8 | pool | pool |
SA315727 | 26.2 | Soy | Unknown |
SA315728 | 26.1 | Soy | Unknown |
SA315729 | Soy19.3 | Soy | Unknown |
SA315730 | Soy 20.3 | Soy | Unknown |
SA315731 | 25.3 | Soy | Unknown |
SA315732 | Soy19.2 | Soy | Unknown |
SA315733 | 24.2 | Soy | Unknown |
SA315734 | 22.3 | Soy | Unknown |
SA315735 | Soy 20.2 | Soy | Unknown |
Collection:
Collection ID: | CO003008 |
Collection Summary: | All 36 brands of commercial milk samples available in retail stores in Thailand were collected in July 2019. They included 17 brands of whole cow’s milk, 6 brands of lactose-free cow’s milk, 9 brands of soymilk, and 4 brands of almond milk. Of all the cow’s milk samples, there were 6, 2, and 9 ultra-high temperature processing (UHT), sterilized, pasteurized milk samples, respectively. All the selected milk samples were commercially labeled as unsweetened or original flavored. The samples were transferred to sterile polypropylene conical tubes and stored at -20 °C until analysis. We note that only a sample was collected for each product, however, all the samples were analyzed in triplicate. |
Sample Type: | food |
Treatment:
Treatment ID: | TR003024 |
Treatment Summary: | All 36 brands of commercial milk samples available in retail stores in Thailand were collected in July 2019. They included 17 brands of whole cow’s milk, 6 brands of lactose-free cow’s milk, 9 brands of soymilk, and 4 brands of almond milk. Of all the cow’s milk samples, there were 6, 2, and 9 ultra-high temperature processing (UHT), sterilized, pasteurized milk samples, respectively. |
Sample Preparation:
Sampleprep ID: | SP003021 |
Sampleprep Summary: | The samples were transferred to sterile polypropylene conical tubes and stored at -20 °C until analysis. We note that only a sample was collected for each product, however, all the samples were analyzed in triplicate. |
Combined analysis:
Analysis ID | AN004761 |
---|---|
Analysis type | MS |
Chromatography type | GC |
Chromatography system | Leco Pegasus BT |
Column | Zebron ZB-FAME (30m × 0.25mm, 0.2um) |
MS Type | EI |
MS instrument type | GC-TOF |
MS instrument name | Agilent 7890B |
Ion Mode | POSITIVE |
Units | uMol |
Chromatography:
Chromatography ID: | CH003593 |
Chromatography Summary: | The upper phase containing FAMEs was taken for analysis using a GC coupled to a time of flight mass spectrometry (GC-TOFMS, Pegasus BT, Leco Corp., St.Joseph, MI) on a ZB-FAME (30 m ×0.25 mm ×0.2 μm, Zebron) in EI mode. One microliter of sample was injected with a split ratio of 60 to 1. Helium was used as a carrier gas. The total flow was 1 mL min−1. The GC oven temperature was programmed from 40 °C (2 min hold) to 150 °C at 20 °C min−1 (1 min hold), to 165 °C at 1 °C min−1 (1 min hold), to 180 °C at 2 °C min−1, to 200 °C at 5 °C min−1, and to 260 °C at 40 °C min−1 (8 min hold). The transfer line and ion source temperatures were kept at 240 °C and 220 °C, respectively. The TOFMS scanned from m/z 45–650 with a data acquisition rate of 20 spectra s−1. MS data was acquired and processed using ChromaTOF software (version 5.32, Leco Corp.). |
Instrument Name: | Leco Pegasus BT |
Column Name: | Zebron ZB-FAME (30m × 0.25mm, 0.2um) |
Column Temperature: | 40 |
Flow Gradient: | na |
Flow Rate: | 1 |
Solvent A: | na |
Solvent B: | na |
Chromatography Type: | GC |
MS:
MS ID: | MS004507 |
Analysis ID: | AN004761 |
Instrument Name: | Agilent 7890B |
Instrument Type: | GC-TOF |
MS Type: | EI |
MS Comments: | The TOFMS scanned from m/z 45–650 with a data acquisition rate of 20 spectra/s. MS data was acquired and processed using ChromaTOF software (version 5.32, Leco Corp.). |
Ion Mode: | POSITIVE |