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Mayorga C, Athalye SM, Boodaghidizaji M, Sarathy N, Hosseini M, Ardekani A, Verma MS. Limit of Detection of Raman Spectroscopy Using Polystyrene Particles from 25 to 1000 nm in Aqueous Suspensions. Anal Chem 2025; 97:8908-8914. [PMID: 40228800 PMCID: PMC12044590 DOI: 10.1021/acs.analchem.5c00182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2025] [Revised: 03/06/2025] [Accepted: 03/16/2025] [Indexed: 04/16/2025]
Abstract
Raman spectroscopy is an analytical method capable of detecting various microorganisms and small particles. Here, we used 25-1000 nm polystyrene particles in aqueous suspensions, which are comparable in size to viral particles and viral aggregates, to determine the limit of detection (LOD) of a confocal Raman microscope. We collected Raman spectra using a 785 nm wavelength laser with a power of 300 mW and a 10 s exposure time with a 5× objective lens. We detected the most prominent peak of the polystyrene particles at 1001 cm-1, corresponding to the ring breathing mode. We established the minimum and maximum LOD (LODmin and LODmax) using a Kernel partial least-squares model. The LOD of the smallest size of 50 nm was identified as 1.80 × 1012-8.31 × 1012 particle/mL, and for the largest size of 1000 nm, 5.11 × 108-2.53 × 109 particle/mL. We demonstrated that Raman spectroscopy was nondestructive under these conditions by comparing the particle size before and after collecting Raman spectra using dynamic light scattering. Due to their size similarity to viral particles and viral aggregates, this systematic characterization of polystyrene particles provides detailed information on their Raman spectral signatures in aqueous suspensions. These findings establish a foundation for using Raman spectroscopy for the detection of small particles in aqueous suspensions and highlight its potential as a tool for real-time monitoring in vaccine manufacturing.
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Affiliation(s)
- Cindy Mayorga
- Department
of Agricultural and Biological Engineering, Purdue University, West Lafayette, Indiana 47907, United States
- Birck
Nanotechnology Center, Purdue University, West Lafayette, Indiana 47907, United States
| | - Shreya Milind Athalye
- Department
of Agricultural and Biological Engineering, Purdue University, West Lafayette, Indiana 47907, United States
- Birck
Nanotechnology Center, Purdue University, West Lafayette, Indiana 47907, United States
| | - Miad Boodaghidizaji
- School
of Mechanical Engineering, Purdue University, West Lafayette, Indiana 47907, United States
| | - Neelesh Sarathy
- Department
of Agricultural and Biological Engineering, Purdue University, West Lafayette, Indiana 47907, United States
- College
of Science, Purdue University, West Lafayette, Indiana 47907, United States
| | - Mahdi Hosseini
- Elmore
Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana 47907, United States
- Department
of Electrical and Computer Engineering, Northwestern University, Evanston, Illinois 60208, United States
| | - Arezoo Ardekani
- School
of Mechanical Engineering, Purdue University, West Lafayette, Indiana 47907, United States
| | - Mohit S. Verma
- Department
of Agricultural and Biological Engineering, Purdue University, West Lafayette, Indiana 47907, United States
- Birck
Nanotechnology Center, Purdue University, West Lafayette, Indiana 47907, United States
- Weldon
School of Biomedical Engineering, Purdue
University, West Lafayette, Indiana 47907, United States
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Avello V, Salazar S, González EE, Campos P, Manríque V, Mathieu C, Hugues F, Cabezas I, Gädicke P, Parra NC, Acosta J, Sánchez O, González A, Montesino R. Recombinant Subunit Vaccine Candidate against the Bovine Viral Diarrhea Virus. Int J Mol Sci 2024; 25:8734. [PMID: 39201420 PMCID: PMC11354329 DOI: 10.3390/ijms25168734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Revised: 08/02/2024] [Accepted: 08/07/2024] [Indexed: 09/02/2024] Open
Abstract
Multivalent live-attenuated or inactivated vaccines are often used to control the bovine viral diarrhea disease (BVD). Still, they retain inherent disadvantages and do not provide the expected protection. This study developed a new vaccine prototype, including the external segment of the E2 viral protein from five different subgenotypes selected after a massive screening. The E2 proteins of every subgenotype (1aE2, 1bE2, 1cE2, 1dE2, and 1eE2) were produced in mammalian cells and purified by IMAC. An equimolar mixture of E2 proteins formulated in an oil-in-water adjuvant made up the vaccine candidate, inducing a high humoral response at 50, 100, and 150 µg doses in sheep. A similar immune response was observed in bovines at 50 µg. The cellular response showed a significant increase in the transcript levels of relevant Th1 cytokines, while those corresponding to the Th2 cytokine IL-4 and the negative control were similar. High levels of neutralizing antibodies against the subgenotype BVDV1a demonstrated the effectiveness of our vaccine candidate, similar to that observed in the sera of animals vaccinated with the commercial vaccine. These results suggest that our vaccine prototype could become an effective recombinant vaccine against the BVD.
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MESH Headings
- Animals
- Cattle
- Viral Vaccines/immunology
- Vaccines, Subunit/immunology
- Antibodies, Viral/immunology
- Antibodies, Viral/blood
- Vaccines, Synthetic/immunology
- Bovine Virus Diarrhea-Mucosal Disease/prevention & control
- Bovine Virus Diarrhea-Mucosal Disease/immunology
- Bovine Virus Diarrhea-Mucosal Disease/virology
- Antibodies, Neutralizing/immunology
- Antibodies, Neutralizing/blood
- Sheep
- Viral Envelope Proteins/immunology
- Viral Envelope Proteins/genetics
- Cytokines/metabolism
- Diarrhea Viruses, Bovine Viral/immunology
- Diarrhea Viruses, Bovine Viral/genetics
- Diarrhea Virus 1, Bovine Viral/immunology
- Diarrhea Virus 1, Bovine Viral/genetics
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Affiliation(s)
- Verónica Avello
- Biotechnology and Biopharmaceuticals Laboratory, Pathophysiology Department, School of Biological Sciences, Universidad de Concepción, Víctor Lamas 1290, Concepción P.O. Box 160C, Chile; (V.A.); (S.S.); (P.C.); (V.M.); (J.A.)
| | - Santiago Salazar
- Biotechnology and Biopharmaceuticals Laboratory, Pathophysiology Department, School of Biological Sciences, Universidad de Concepción, Víctor Lamas 1290, Concepción P.O. Box 160C, Chile; (V.A.); (S.S.); (P.C.); (V.M.); (J.A.)
| | - Eddy E. González
- Department of Medicine, Division of Gastroenterology, Miller School of Medicine, University of Miami, Miami, FL 33146, USA;
| | - Paula Campos
- Biotechnology and Biopharmaceuticals Laboratory, Pathophysiology Department, School of Biological Sciences, Universidad de Concepción, Víctor Lamas 1290, Concepción P.O. Box 160C, Chile; (V.A.); (S.S.); (P.C.); (V.M.); (J.A.)
| | - Viana Manríque
- Biotechnology and Biopharmaceuticals Laboratory, Pathophysiology Department, School of Biological Sciences, Universidad de Concepción, Víctor Lamas 1290, Concepción P.O. Box 160C, Chile; (V.A.); (S.S.); (P.C.); (V.M.); (J.A.)
| | - Christian Mathieu
- Virology Section of the SAG’s Sub-Department Network of Animal Health Laboratories, Lo Aguirre, Santiago de Chile 9020000, Chile;
| | - Florence Hugues
- Pathology and Preventive Medicine Department, School of Veterinary Sciences, Universidad de Concepción, Vicente Méndez 595, Chillán P.O. Box 537, Chile; (F.H.); (I.C.); (P.G.)
| | - Ignacio Cabezas
- Pathology and Preventive Medicine Department, School of Veterinary Sciences, Universidad de Concepción, Vicente Méndez 595, Chillán P.O. Box 537, Chile; (F.H.); (I.C.); (P.G.)
| | - Paula Gädicke
- Pathology and Preventive Medicine Department, School of Veterinary Sciences, Universidad de Concepción, Vicente Méndez 595, Chillán P.O. Box 537, Chile; (F.H.); (I.C.); (P.G.)
| | - Natalie C. Parra
- Biotechnology and Biopharmaceuticals Laboratory, Pathophysiology Department, School of Biological Sciences, Universidad de Concepción, Víctor Lamas 1290, Concepción P.O. Box 160C, Chile; (V.A.); (S.S.); (P.C.); (V.M.); (J.A.)
| | - Jannel Acosta
- Biotechnology and Biopharmaceuticals Laboratory, Pathophysiology Department, School of Biological Sciences, Universidad de Concepción, Víctor Lamas 1290, Concepción P.O. Box 160C, Chile; (V.A.); (S.S.); (P.C.); (V.M.); (J.A.)
| | - Oliberto Sánchez
- Pharmacology Department, School of Biological Sciences, Universidad de Concepción, Victor Lamas 1290, Concepción P.O. Box 160C, Chile;
| | - Alaín González
- Faculty of Basic Sciences, University of Medellin, Cra. 87 No 30-65, Medellin 050026, Colombia
| | - Raquel Montesino
- Biotechnology and Biopharmaceuticals Laboratory, Pathophysiology Department, School of Biological Sciences, Universidad de Concepción, Víctor Lamas 1290, Concepción P.O. Box 160C, Chile; (V.A.); (S.S.); (P.C.); (V.M.); (J.A.)
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Wang Y, Pang F. Diagnosis of bovine viral diarrhea virus: an overview of currently available methods. Front Microbiol 2024; 15:1370050. [PMID: 38646626 PMCID: PMC11026595 DOI: 10.3389/fmicb.2024.1370050] [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: 01/13/2024] [Accepted: 03/26/2024] [Indexed: 04/23/2024] Open
Abstract
Bovine viral diarrhea virus (BVDV) is the causative agent of bovine viral diarrhea (BVD), which results in significant economic losses in the global cattle industry. Fortunately, various diagnostic methods available for BVDV have been established. They include etiological methods, such as virus isolation (VI); serological methods, such as enzyme-linked immunosorbent assay (ELISA), immunofluorescence assay (IFA), and immunohistochemistry (IHC); molecular methods, such as reverse transcription-polymerase chain reaction (RT-PCR), real-time PCR, digital droplet PCR (ddPCR), loop-mediated isothermal amplification (LAMP), recombinase polymerase amplification (RPA), and CRISPR-Cas system; and biosensors. This review summarizes the current diagnostic methods for BVDV, discussing their advantages and disadvantages, and proposes future perspectives for the diagnosis of BVDV, with the intention of providing valuable guidance for effective diagnosis and control of BVD disease.
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Affiliation(s)
| | - Feng Pang
- Department of Veterinary Medicine, College of Animal Science, Guizhou University, Guiyang, China
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Yang N, Xu M, Ma Z, Li H, Song S, Gu X, Liu J, Yang Z, Zhu H, Ma H, Yi J, Wang Y, Wang Z, Sheng J, Chen C. Detection of emerging HoBi-like Pestivirus (BVD-3) during an epidemiological investigation of bovine viral diarrhea virus in Xinjiang: a first-of-its-kind report. Front Microbiol 2023; 14:1222292. [PMID: 37492265 PMCID: PMC10365292 DOI: 10.3389/fmicb.2023.1222292] [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: 05/14/2023] [Accepted: 06/20/2023] [Indexed: 07/27/2023] Open
Abstract
Xinjiang pastoral area is the second largest pastoral area in China, accounting for 26.8% of the available grassland area in the country, and the geographical advantage of cattle breeding industry is very obvious. Bovine viral diarrhea virus (BVDV) has always been one of the important viral diseases that have plagued the development of cattle farming industry in the world. As one of the main pastoral areas of China's cattle farming industry, the Xinjiang pastoral area has also been deeply affected. In this study, 6,153 bovine serum samples were collected from 18 large-scale cattle farms in 13 cities in Xinjiang. The antibodies and antigens of 6,153 and 588 serum samples were detected by serological detection methods, respectively. Ten serum samples, which were antigen-positive by ELISA, were randomly selected for RT-PCR detection, sequencing, and phylogenetic analysis of suspected HoBi-like Pestivirus (HoBiPeV) strains. The results showed that the positive rates of BVDV antibodies and antigens were 53.68% (3,303/6,153) and 6.12% (36/588), respectively. One of the 10 randomly selected seropositive samples was infected with the HoBiPeV strain. HoBiPeV, also referred to as BVDV-3, is an emerging atypical Pestivirus that occurs in cattle and small ruminants, and its clinical signs are similar to those of BVDV infection. Based on the whole genome of the BVDV-3 reference strain (JS12/01) on the GenBank, the homology of the detected strain was 96.02%. The whole genome nucleotide sequence was submitted to the GenBank database, and the gene accession number was obtained: OP210314. The whole genome of isolate OP210314 was 12.239 nucleotides and contained a 5'-UTR of 340 nucleotides, a 3'-UTR of 199 nucleotides, and a large open reading frame (ORF) encoding a polyprotein consisting of 3,899 amino acids. In conclusion, the prevalence rate of BVDV infection in Xinjiang dairy cows is high, and the genetic diversity is increasing. This study successfully identified and isolated HoBiPeV in Xinjiang for the first time, posing a potential threat to the cattle industry in Xinjiang.
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Affiliation(s)
- Ningning Yang
- College of Animal Science and Technology, Shihezi University, Shihezi, China
| | - Mingguo Xu
- College of Animal Science and Technology, Shihezi University, Shihezi, China
| | - Zhenguo Ma
- College of Animal Science and Technology, Shihezi University, Shihezi, China
| | - Honghuan Li
- College of Animal Science and Technology, Shihezi University, Shihezi, China
| | - Shengnan Song
- College of Animal Science and Technology, Shihezi University, Shihezi, China
| | - Xiaoxiao Gu
- College of Animal Science and Technology, Shihezi University, Shihezi, China
| | - Jingnan Liu
- College of Animal Science and Technology, Shihezi University, Shihezi, China
| | - Zhonglian Yang
- College of Animal Science and Technology, Shihezi University, Shihezi, China
| | - Hongji Zhu
- College of Animal Science and Technology, Shihezi University, Shihezi, China
| | - Hailong Ma
- College of Animal Science and Technology, Shihezi University, Shihezi, China
| | - Jihai Yi
- College of Animal Science and Technology, Shihezi University, Shihezi, China
| | - Yong Wang
- College of Animal Science and Technology, Shihezi University, Shihezi, China
| | - Zhen Wang
- College of Animal Science and Technology, Shihezi University, Shihezi, China
| | - Jinliang Sheng
- College of Animal Science and Technology, Shihezi University, Shihezi, China
| | - Chuangfu Chen
- College of Animal Science and Technology, Shihezi University, Shihezi, China
- Key Laboratory of Control and Prevention of Animal Disease, Xinjiang Production and Construction Corps, Shihezi, China
- Co-Innovation Center for Zoonotic Infectious Diseases in the Western Region, Shihezi, China
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