Oncology Based Molecular Diagnostics Market Size, Share & Trends Report

Oncology Based Molecular Diagnostics Market Size, Share & Trends Analysis Report By Type (Breast Cancer, Lung Cancer), By Product (Instruments, Reagents), By Technology (PCR, Sequencing), By Region, And Segment Forecasts, 2023 - 2030

  • Report ID: 978-1-68038-699-8
  • Number of Report Pages: 139
  • Format: PDF, Horizon Databook
  • Historical Range: 2018 - 2021
  • Forecast Period: 2023 - 2030 
  • Industry: Healthcare

Market Segmentation

  • Oncology Based Molecular Diagnostics Type Outlook (Revenue, USD Million, 2018 - 2030)
    • Breast Cancer
    • Prostate Cancer
    • Colorectal Cancer
    • Cervical Cancer
    • Liver Cancer
    • Lung Cancer
    • Blood Cancer
    • Kidney Cancer
    • Others
  • Oncology Based Molecular Diagnostics Product Outlook (Revenue, USD Million, 2018 - 2030)
    • Instruments
    • Reagents
    • Others
  • Oncology Based Molecular Diagnostics Technology Outlook (Revenue, USD Million, 2018 - 2030)
    • PCR
    • In situ hybridization
    • INAAT
    • Chips and microarrays
    • Mass spectrometry
    • Sequencing
    • TMA
    • Others
  • Oncology Based Molecular Diagnostics Regional Outlook (Revenue, USD Million, 2018 - 2030)
    • North America
      • North America Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
        • Breast Cancer
        • Prostate Cancer
        • Colorectal Cancer
        • Cervical Cancer
        • Liver Cancer
        • Lung Cancer
        • Blood Cancer
        • Kidney Cancer
        • Others
      • North America Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
        • Instruments
        • Reagents
        • Others
      • North America Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
        • PCR
        • In situ hybridization
        • INAAT
        • Chips and microarrays
        • Mass spectrometry
        • Sequencing
        • TMA
        • Others
      • U.S.
        • U.S. Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • U.S. Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • U.S. Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
      • Canada
        • Canada Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • Canada Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • Canada Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
    • Europe
      • Europe Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
        • Breast Cancer
        • Prostate Cancer
        • Colorectal Cancer
        • Cervical Cancer
        • Liver Cancer
        • Lung Cancer
        • Blood Cancer
        • Kidney Cancer
        • Others
      • Europe Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
        • Instruments
        • Reagents
        • Others
      • Europe Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
        • PCR
        • In situ hybridization
        • INAAT
        • Chips and microarrays
        • Mass spectrometry
        • Sequencing
        • TMA
        • Others
      • UK
        • UK Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • UK Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • UK Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
      • Germany
        • Germany Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • Germany Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • Germany Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
      • France
        • France Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • France Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • France Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
      • Italy
        • Italy Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • Italy Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • Italy Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
      • Spain
        • Spain Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • Spain Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • Spain Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
      • Sweden
        • Sweden Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • Sweden Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • Sweden Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
      • Norway
        • Norway Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • Norway Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • Norway Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
      • Denmark
        • Denmark Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • Denmark Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • Denmark Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
    • Asia Pacific
      • Asia Pacific Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
        • Breast Cancer
        • Prostate Cancer
        • Colorectal Cancer
        • Cervical Cancer
        • Liver Cancer
        • Lung Cancer
        • Blood Cancer
        • Kidney Cancer
        • Others
      • Asia Pacific Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
        • Instruments
        • Reagents
        • Others
      • Asia Pacific Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
        • PCR
        • In situ hybridization
        • INAAT
        • Chips and microarrays
        • Mass spectrometry
        • Sequencing
        • TMA
        • Others
      • Japan
        • Japan Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • Japan Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • Japan Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
      • China
        • China Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • China Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • China Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
      • India
        • India Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • India Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • India Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
      • Australia
        • Australia Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • Australia Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • Australia Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
      • Thailand
        • Thailand Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • Thailand Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • Thailand Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
      • South Korea
        • South Korea Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • South Korea Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • South Korea Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
    • Latin America
      • Latin America Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
        • Breast Cancer
        • Prostate Cancer
        • Colorectal Cancer
        • Cervical Cancer
        • Liver Cancer
        • Lung Cancer
        • Blood Cancer
        • Kidney Cancer
        • Others
      • Latin America Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
        • Instruments
        • Reagents
        • Others
      • Latin America Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
        • PCR
        • In situ hybridization
        • INAAT
        • Chips and microarrays
        • Mass spectrometry
        • Sequencing
        • TMA
        • Others
      • Brazil
        • Brazil Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • Brazil Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • Brazil Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
      • Mexico
        • Mexico Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • Mexico Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • Mexico Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
      • Argentina
        • Argentina Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • Argentina Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • Argentina Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
    • Middle East and Africa
      • MEA Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
        • Breast Cancer
        • Prostate Cancer
        • Colorectal Cancer
        • Cervical Cancer
        • Liver Cancer
        • Lung Cancer
        • Blood Cancer
        • Kidney Cancer
        • Others
      • MEA Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
        • Instruments
        • Reagents
        • Others
      • MEA Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
        • PCR
        • In situ hybridization
        • INAAT
        • Chips and microarrays
        • Mass spectrometry
        • Sequencing
        • TMA
        • Others
      • South Africa
        • South Africa Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • South Africa Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • South Africa Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
      • Saudi Arabia
        • Saudi Arabia Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • Saudi Arabia Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • Saudi Arabia Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
      • UAE
        • UAE Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • UAE Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • UAE Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others
      • Kuwait
        • Kuwait Oncology Based Molecular Diagnostics Market, Type Outlook (Revenue, USD Million, 2018 - 2030)
          • Breast Cancer
          • Prostate Cancer
          • Colorectal Cancer
          • Cervical Cancer
          • Liver Cancer
          • Lung Cancer
          • Blood Cancer
          • Kidney Cancer
          • Others
        • Kuwait Oncology Based Molecular Diagnostics Market, Product Outlook (Revenue, USD Million, 2018 - 2030)
          • Instruments
          • Reagents
          • Others
        • Kuwait Oncology Based Molecular Diagnostics Market, Technology Outlook (Revenue, USD Million, 2018 - 2030)
          • PCR
          • In situ hybridization
          • INAAT
          • Chips and microarrays
          • Mass spectrometry
          • Sequencing
          • TMA
          • Others

Report content

Qualitative Analysis

  • Industry overview
  • Industry trends
  • Market drivers and restraints
  • Market size
  • Growth prospects
  • Porter’s analysis
  • PESTEL analysis
  • Key market opportunities prioritized
  • Competitive landscape
    • Company overview
    • Financial performance
    • Product benchmarking
    • Latest strategic developments

Quantitative Analysis

  • Market size, estimates, and forecast from 2018 to 2030
  • Market estimates and forecast for product segments up to 2030
  • Regional market size and forecast for product segments up to 2030
  • Market estimates and forecast for application segments up to 2030
  • Regional market size and forecast for application segments up to 2030
  • Company financial performance
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