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         headline:High-throughput multiplexed serology via the mass-spectrometric analysis of isotopically barcoded beads
         description:In serology, each sample is typically tested individually, one antigen at a time. This is costly and time consuming. Serology techniques should ideally allow recurrent measurements in parallel in small sample volumes and be inexpensive and fast. Here we show that mass cytometry can be used to scale up multiplexed serology testing by leveraging polystyrene beads uniformly loaded with combinations of stable isotopes. We generated 18,480 unique isotopically barcoded beads to simultaneously detect, in a single tube with 924 serum samples, the levels of immunoglobulins G and M against 19 proteins from SARS-CoV-2 (a total of 36,960 tests in 400 nl of sample volume and 30 μl of reaction volume). As a rapid, high-throughput and cost-effective technique, serology by mass cytometry may contribute to the effective management of public health emergencies originating from infectious diseases. Mass cytometry can be used to scale up multiplexed serology testing, as shown for the simultaneous detection of antibody levels against multiple SARS-CoV-2 proteins in hundreds of serum samples.
         datePublished:2025-02-12T00:00:00Z
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      headline:High-throughput multiplexed serology via the mass-spectrometric analysis of isotopically barcoded beads
      description:In serology, each sample is typically tested individually, one antigen at a time. This is costly and time consuming. Serology techniques should ideally allow recurrent measurements in parallel in small sample volumes and be inexpensive and fast. Here we show that mass cytometry can be used to scale up multiplexed serology testing by leveraging polystyrene beads uniformly loaded with combinations of stable isotopes. We generated 18,480 unique isotopically barcoded beads to simultaneously detect, in a single tube with 924 serum samples, the levels of immunoglobulins G and M against 19 proteins from SARS-CoV-2 (a total of 36,960 tests in 400 nl of sample volume and 30 μl of reaction volume). As a rapid, high-throughput and cost-effective technique, serology by mass cytometry may contribute to the effective management of public health emergencies originating from infectious diseases. Mass cytometry can be used to scale up multiplexed serology testing, as shown for the simultaneous detection of antibody levels against multiple SARS-CoV-2 proteins in hundreds of serum samples.
      datePublished:2025-02-12T00:00:00Z
      dateModified:2025-02-12T00:00:00Z
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      pageEnd:12
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         ELISA
         Mass spectrometry
         Prognostic markers
         SARS-CoV-2
         Biomedicine
         general
         Biomedical Engineering/Biotechnology
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            name:University of California San Francisco
            address:
               name:Department of Medicine, Infectious Diseases and Global Medicine, University of California San Francisco, San Francisco, USA
               type:PostalAddress
            type:Organization
            name:University of California San Francisco
            address:
               name:Institute for Global Health Sciences, University of California San Francisco, San Francisco, USA
               type:PostalAddress
            type:Organization
            name:University of California San Francisco
            address:
               name:F.I. Proctor Foundation, University of California San Francisco, San Francisco, USA
               type:PostalAddress
            type:Organization
            name:San Francisco Veterans Affairs Medical Center
            address:
               name:San Francisco Veterans Affairs Medical Center, San Francisco, USA
               type:PostalAddress
            type:Organization
      name:Julien Sage
      affiliation:
            name:Stanford University
            address:
               name:Department of Pediatrics, Stanford University, Stanford, USA
               type:PostalAddress
            type:Organization
            name:Stanford University
            address:
               name:Department of Genetics, Stanford University, Stanford, USA
               type:PostalAddress
            type:Organization
      name:Garry P. Nolan
      url:http://orcid.org/0000-0002-8862-9043
      affiliation:
            name:Stanford University
            address:
               name:Department of Pathology, Stanford University, Stanford, USA
               type:PostalAddress
            type:Organization
      email:[email protected]
      name:Xavier Rovira-Clavé
      url:http://orcid.org/0000-0001-9994-7007
      affiliation:
            name:Stanford University
            address:
               name:Department of Pathology, Stanford University, Stanford, USA
               type:PostalAddress
            type:Organization
            name:Stanford University
            address:
               name:Department of Microbiology and Immunology, Stanford University, Stanford, USA
               type:PostalAddress
            type:Organization
            name:Barcelona Institute of Science and Technology
            address:
               name:Institute for Bioengineering of Catalonia, Barcelona Institute of Science and Technology, Barcelona, Spain
               type:PostalAddress
            type:Organization
      email:[email protected]
PostalAddress:
      name:Department of Pediatrics, Stanford University, Stanford, USA
      name:Department of Genetics, Stanford University, Stanford, USA
      name:Department of Pathology, Stanford University, Stanford, USA
      name:Department of Microbiology and Immunology, Stanford University, Stanford, USA
      name:Department of Microbiology and Immunology, University of Nevada Reno, Reno, USA
      name:Department of Pediatrics, Stanford University, Stanford, USA
      name:Department of Genetics, Stanford University, Stanford, USA
      name:Department of Pathology, Stanford University, Stanford, USA
      name:Department of Microbiology and Immunology, Stanford University, Stanford, USA
      name:Department of Pathology, Stanford University, Stanford, USA
      name:Department of Microbiology and Immunology, Stanford University, Stanford, USA
      name:Department of Pediatrics, Stanford University, Stanford, USA
      name:Department of Genetics, Stanford University, Stanford, USA
      name:Department of Medicine, Stanford University, Stanford, USA
      name:Department of Microbiology and Immunology, Stanford University, Stanford, USA
      name:Department of Pathology, Stanford University, Stanford, USA
      name:Department of Chemistry, Stanford University, Stanford, USA
      name:Department of Pathology, Stanford University, Stanford, USA
      name:Department of Microbiology and Immunology, Stanford University, Stanford, USA
      name:Department of Biomedical Engineering, Duke University, Durham, USA
      name:Department of Pathology, Stanford University, Stanford, USA
      name:Otolaryngology, Stanford University, Stanford, USA
      name:Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, USA
      name:Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, USA
      name:Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, USA
      name:Department of Global Health and Social Medicine, Harvard Medical School, Boston, USA
      name:Department of Medicine, Brigham and Women’s Hospital, Boston, USA
      name:Applied Research and Technology, Abbott Laboratories Inc., Abbott Park, USA
      name:Applied Research and Technology, Abbott Laboratories Inc., Abbott Park, USA
      name:Department of Laboratory Medicine, Infectious Diseases and Global Medicine, University of California San Francisco, San Francisco, USA
      name:Department of Laboratory Medicine, Infectious Diseases and Global Medicine, University of California San Francisco, San Francisco, USA
      name:Department of Laboratory Medicine, Infectious Diseases and Global Medicine, University of California San Francisco, San Francisco, USA
      name:Department of Medicine, Infectious Diseases and Global Medicine, University of California San Francisco, San Francisco, USA
      name:Division of HIV, Infectious Diseases and Global Medicine, University of California San Francisco, San Francisco, USA
      name:Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, USA
      name:Department of Pathology, Stanford University, Stanford, USA
      name:Department of Pathology, Stanford University, Stanford, USA
      name:Stanford Blood Center, Palo Alto, USA
      name:Department of Pathology, Stanford University, Stanford, USA
      name:Sean N. Parker Center for Allergy and Asthma Research, Stanford University, Stanford, USA
      name:Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, USA
      name:Department of Medicine, Infectious Diseases and Global Medicine, University of California San Francisco, San Francisco, USA
      name:Institute for Global Health Sciences, University of California San Francisco, San Francisco, USA
      name:F.I. Proctor Foundation, University of California San Francisco, San Francisco, USA
      name:San Francisco Veterans Affairs Medical Center, San Francisco, USA
      name:Department of Pediatrics, Stanford University, Stanford, USA
      name:Department of Genetics, Stanford University, Stanford, USA
      name:Department of Pathology, Stanford University, Stanford, USA
      name:Department of Pathology, Stanford University, Stanford, USA
      name:Department of Microbiology and Immunology, Stanford University, Stanford, USA
      name:Institute for Bioengineering of Catalonia, Barcelona Institute of Science and Technology, Barcelona, Spain

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