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For: Benedet A, Franzoi M, Penasa M, Pellattiero E, De Marchi M. Prediction of blood metabolites from milk mid-infrared spectra in early-lactation cows. J Dairy Sci 2019;102:11298-11307. [PMID: 31521353 DOI: 10.3168/jds.2019-16937] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Accepted: 07/22/2019] [Indexed: 11/19/2022]
Number Cited by Other Article(s)
1
Lou W, Bonfatti V, Bovenhuis H, Shi R, van der Linden A, Mulder HA, Liu L, Wang Y, Ducro B. Prediction of likelihood of conception in dairy cows using milk mid-infrared spectra collected before the first insemination and machine learning algorithms. J Dairy Sci 2024;107:9415-9425. [PMID: 38825141 DOI: 10.3168/jds.2023-24621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Accepted: 04/15/2024] [Indexed: 06/04/2024]
2
Lou W, Lu H, Ren X, Zhao X, Wang Y, Bonfatti V. Standardization method, testing scenario, and accuracy of the infrared prediction model affect the standardization accuracy of milk mid-infrared spectra. J Dairy Sci 2024;107:9404-9414. [PMID: 38825120 DOI: 10.3168/jds.2023-24472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2023] [Accepted: 04/12/2024] [Indexed: 06/04/2024]
3
Valldecabres A, Horan L, Masson J, García-Muñoz A, Pinedo P, Dineen M, Hendriks SJ. Milk component ratios and their associations with energy balance indicators and serum calcium concentration in early-lactation spring-calving pasture-based dairy cows. J Dairy Sci 2024:S0022-0302(24)01109-3. [PMID: 39245160 DOI: 10.3168/jds.2024-24760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 08/06/2024] [Indexed: 09/10/2024]
4
Magro S, Sneddon NW, Costa A, Chiarin E, Penasa M, De Marchi M. Does the age of milk affect its mid-infrared spectrum and predictions? Food Chem 2024;441:138355. [PMID: 38219360 DOI: 10.1016/j.foodchem.2024.138355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 12/15/2023] [Accepted: 01/01/2024] [Indexed: 01/16/2024]
5
Il Y, Il D, Zabolotnykh M, Savenkova I, Nurzhanova K, Zhantleuov D, Kozhebayev B, Akhmetova B, Satiyeva K, Kurmangali L. Changes in blood biochemical parameters in highly productive cows with ketosis. Vet World 2024;17:1130-1138. [PMID: 38911074 PMCID: PMC11188885 DOI: 10.14202/vetworld.2024.1130-1138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2023] [Accepted: 04/26/2024] [Indexed: 06/25/2024]  Open
6
De Jong E, Rijpert-Duvivier A, Veldman H, Steeneveld W, Jorritsma R. Milk β-hydroxybutyrate metrics and its consequences for surveillance of hyperketonaemia on commercial dairy farms. Front Vet Sci 2023;10:1272162. [PMID: 38026643 PMCID: PMC10663411 DOI: 10.3389/fvets.2023.1272162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 10/27/2023] [Indexed: 12/01/2023]  Open
7
Kostensalo J, Lidauer M, Aernouts B, Mäntysaari P, Kokkonen T, Lidauer P, Mehtiö T. Short communication: Predicting blood plasma non-esterified fatty acid and beta-hydroxybutyrate concentrations from cow milk-addressing systematic issues in modelling. Animal 2023;17:100912. [PMID: 37566930 DOI: 10.1016/j.animal.2023.100912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 07/05/2023] [Accepted: 07/06/2023] [Indexed: 08/13/2023]  Open
8
Chowdhury CR, Kavitake D, Jaiswal KK, Jaiswal KS, Reddy GB, Agarwal V, Shetty PH. NMR-based metabolomics as a significant tool for human nutritional research and health applications. FOOD BIOSCI 2023. [DOI: 10.1016/j.fbio.2023.102538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/08/2023]
9
Giannuzzi D, Mota LFM, Pegolo S, Tagliapietra F, Schiavon S, Gallo L, Marsan PA, Trevisi E, Cecchinato A. Prediction of detailed blood metabolic profile using milk infrared spectra and machine learning methods in dairy cattle. J Dairy Sci 2023;106:3321-3344. [PMID: 37028959 DOI: 10.3168/jds.2022-22454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Accepted: 12/14/2022] [Indexed: 04/09/2023]
10
Mota LFM, Giannuzzi D, Pegolo S, Trevisi E, Ajmone-Marsan P, Cecchinato A. Integrating on-farm and genomic information improves the predictive ability of milk infrared prediction of blood indicators of metabolic disorders in dairy cows. Genet Sel Evol 2023;55:23. [PMID: 37013482 PMCID: PMC10069109 DOI: 10.1186/s12711-023-00795-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Accepted: 03/21/2023] [Indexed: 04/05/2023]  Open
11
Nan L, Du C, Fan Y, Liu W, Luo X, Wang H, Ding L, Zhang Y, Chu C, Li C, Ren X, Yu H, Lu S, Zhang S. Association between Days Open and Parity, Calving Season or Milk Spectral Data. Animals (Basel) 2023;13:ani13030509. [PMID: 36766398 PMCID: PMC9913365 DOI: 10.3390/ani13030509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 01/15/2023] [Accepted: 01/18/2023] [Indexed: 02/04/2023]  Open
12
Application of Optical Quality Control Technologies in the Dairy Industry: An Overview. PHOTONICS 2021. [DOI: 10.3390/photonics8120551] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
13
Walleser E, Mandujano Reyes JF, Anklam K, Höltershinken M, Hertel-Boehnke P, Döpfer D. Developing a predictive model for beta-hydroxybutyrate and non-esterified fatty acids using milk fourier-transform infrared spectroscopy in dairy cows. Prev Vet Med 2021;197:105509. [PMID: 34678645 DOI: 10.1016/j.prevetmed.2021.105509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 10/13/2021] [Accepted: 10/15/2021] [Indexed: 10/20/2022]
14
Xia X, Weng Y, Zhang L, Tang R, Zhang X. A facile SERS strategy to detect glucose utilizing tandem enzyme activities of Au@Ag nanoparticles. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2021;259:119889. [PMID: 34015600 DOI: 10.1016/j.saa.2021.119889] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Revised: 03/21/2021] [Accepted: 04/25/2021] [Indexed: 06/12/2023]
15
Milk infrared spectra from multiple instruments improve performance of prediction models. Int Dairy J 2021. [DOI: 10.1016/j.idairyj.2021.105094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
16
Niero G, Bobbo T, Callegaro S, Visentin G, Pornaro C, Penasa M, Cozzi G, De Marchi M, Cassandro M. Dairy Cows' Health during Alpine Summer Grazing as Assessed by Milk Traits, Including Differential Somatic Cell Count: A Case Study from Italy. Animals (Basel) 2021;11:ani11040981. [PMID: 33915759 PMCID: PMC8067137 DOI: 10.3390/ani11040981] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 02/07/2021] [Accepted: 03/25/2021] [Indexed: 11/23/2022]  Open
17
Bahadi M, Ismail AA, Vasseur E. Fourier Transform Infrared Spectroscopy as a Tool to Study Milk Composition Changes in Dairy Cows Attributed to Housing Modifications to Improve Animal Welfare. Foods 2021;10:450. [PMID: 33670588 PMCID: PMC7922570 DOI: 10.3390/foods10020450] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 02/10/2021] [Accepted: 02/13/2021] [Indexed: 11/16/2022]  Open
18
Ho PN, Luke TDW, Pryce JE. Validation of milk mid-infrared spectroscopy for predicting the metabolic status of lactating dairy cows in Australia. J Dairy Sci 2021;104:4467-4477. [PMID: 33551158 DOI: 10.3168/jds.2020-19603] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Accepted: 11/13/2020] [Indexed: 11/19/2022]
19
Proxy Measures and Novel Strategies for Estimating Nitrogen Utilisation Efficiency in Dairy Cattle. Animals (Basel) 2021;11:ani11020343. [PMID: 33572868 PMCID: PMC7911641 DOI: 10.3390/ani11020343] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 01/19/2021] [Accepted: 01/26/2021] [Indexed: 11/17/2022]  Open
20
Grelet C, Dardenne P, Soyeurt H, Fernandez JA, Vanlierde A, Stevens F, Gengler N, Dehareng F. Large-scale phenotyping in dairy sector using milk MIR spectra: Key factors affecting the quality of predictions. Methods 2020;186:97-111. [PMID: 32763376 DOI: 10.1016/j.ymeth.2020.07.012] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 06/12/2020] [Accepted: 07/27/2020] [Indexed: 12/17/2022]  Open
21
Milk Source Identification and Milk Quality Estimation Using an Electronic Nose and Machine Learning Techniques. SENSORS 2020;20:s20154238. [PMID: 32751425 PMCID: PMC7435658 DOI: 10.3390/s20154238] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/28/2020] [Revised: 07/21/2020] [Accepted: 07/27/2020] [Indexed: 12/03/2022]
22
Aernouts B, Adriaens I, Diaz-Olivares J, Saeys W, Mäntysaari P, Kokkonen T, Mehtiö T, Kajava S, Lidauer P, Lidauer MH, Pastell M. Mid-infrared spectroscopic analysis of raw milk to predict the blood nonesterified fatty acid concentrations in dairy cows. J Dairy Sci 2020;103:6422-6438. [PMID: 32389474 DOI: 10.3168/jds.2019-17952] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2019] [Accepted: 02/29/2020] [Indexed: 11/19/2022]
23
Benedet A, Costa A, De Marchi M, Penasa M. Heritability estimates of predicted blood β-hydroxybutyrate and nonesterified fatty acids and relationships with milk traits in early-lactation Holstein cows. J Dairy Sci 2020;103:6354-6363. [PMID: 32359995 DOI: 10.3168/jds.2019-17916] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Accepted: 02/24/2020] [Indexed: 11/19/2022]
24
Foldager L, Gaillard C, Sorensen MT, Larsen T, Matthews E, O'Flaherty R, Carter F, Crowe MA, Grelet C, Salavati M, Hostens M, Ingvartsen KL, Krogh MA. Predicting physiological imbalance in Holstein dairy cows by three different sets of milk biomarkers. Prev Vet Med 2020;179:105006. [PMID: 32361640 DOI: 10.1016/j.prevetmed.2020.105006] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2019] [Revised: 04/10/2020] [Accepted: 04/11/2020] [Indexed: 11/25/2022]
25
Repeatability and Reproducibility of Measures of Bovine Methane Emissions Recorded Using a Laser Detector. Animals (Basel) 2020;10:ani10040606. [PMID: 32244846 PMCID: PMC7222733 DOI: 10.3390/ani10040606] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 03/26/2020] [Accepted: 03/30/2020] [Indexed: 11/17/2022]  Open
26
Variation of Blood Metabolites of Brown Swiss, Holstein-Friesian, and Simmental Cows. Animals (Basel) 2020;10:ani10020271. [PMID: 32050647 PMCID: PMC7070724 DOI: 10.3390/ani10020271] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 01/31/2020] [Accepted: 02/07/2020] [Indexed: 12/20/2022]  Open
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