Conexiant
Login
  • The Analytical Scientist
  • The Cannabis Scientist
  • The Medicine Maker
  • The Ophthalmologist
  • The Pathologist
  • The Traditional Scientist
The Analytical Scientist
  • Explore

    Explore

    • Latest
    • News & Research
    • Trends & Challenges
    • Keynote Interviews
    • Opinion & Personal Narratives
    • Product Profiles
    • App Notes
    • The Product Book

    Featured Topics

    • Mass Spectrometry
    • Chromatography
    • Spectroscopy

    Issues

    • Latest Issue
    • Archive
  • Topics

    Techniques & Tools

    • Mass Spectrometry
    • Chromatography
    • Spectroscopy
    • Microscopy
    • Sensors
    • Data and AI

    • View All Topics

    Applications & Fields

    • Clinical
    • Environmental
    • Food, Beverage & Agriculture
    • Pharma and Biopharma
    • Omics
    • Forensics
  • People & Profiles

    People & Profiles

    • Power List
    • Voices in the Community
    • Sitting Down With
    • Authors & Contributors
  • Business & Education

    Business & Education

    • Innovation
    • Business & Entrepreneurship
    • Career Pathways
  • Events
    • Live Events
    • Webinars
  • Multimedia
    • Video
    • Content Hubs
Subscribe
Subscribe

False

The Analytical Scientist / Issues / 2026 / February / PFAS Enters its Big Data Era
Environmental Environmental News and Research

PFAS Enters its Big Data Era 

Jennifer Field explores new frontiers in the fight against PFAS: mining big data, tracing volatile emissions, and probing fluoropolymers through biomimetic tools

By James Strachan 02/17/2026 11 min read
  • Full Article
  • Summary
  • Takeaways
  • Listen
  • Report
  • Scorecard
  • Quiz
  • Poll
  • Top Institutions

Share

Clinical Report: PFAS Enters its Big Data Era

Overview

The evolution of PFAS analysis has transitioned from rudimentary methods to advanced techniques utilizing complex datasets. This shift is crucial for understanding the health impacts of PFAS, which are increasingly recognized as significant environmental and health concerns.

Background

Per- and polyfluoroalkyl substances (PFAS) are persistent environmental pollutants known for their bioaccumulation and potential health risks. The development of analytical techniques for PFAS detection has lagged behind the growing awareness of their dangers. Understanding these chemicals is vital for clinicians, especially in light of new exposure guidelines and health recommendations.

Data Highlights

No numerical data available in the source material.

Key Findings

  • PFAS analysis has evolved significantly since the 1980s, moving from basic methods to sophisticated data interpretation.
  • Early PFAS research lacked proper analytical standards, which has changed with the availability of numerous target compounds.
  • Current analytical techniques treat spectra as chemical fingerprints, enhancing the ability to identify and quantify PFAS.
  • There are now approximately 70-75 target PFAS compounds, with extensive suspect lists compiled from various databases.
  • Collaboration and computational methods are essential for decoding complex PFAS datasets.

Clinical Implications

Clinicians should stay informed about the evolving landscape of PFAS detection and the implications of exposure. The 2022 National Academies report provides guidance on blood testing and health outcomes related to PFAS exposure, which is critical for patient management.

Conclusion

The advancement in PFAS analytical techniques marks a significant step in addressing the health risks associated with these substances. Ongoing research and collaboration will be essential in further understanding and mitigating the impacts of PFAS exposure.

References

  1. The Analytical Scientist, 2026 -- PFAS: New Frontiers, Emerging Solutions
  2. The Analytical Scientist, 2026 -- Confronting the Messy Reality of PFAS Regulation
  3. The Analytical Scientist, 2026 -- Portable Sensors: The Next Generation of PFAS Detection
  4. The Analytical Scientist, 2026 -- PFAS Bioaccumulation: The Biology of Forever
  5. Guidance on PFAS Exposure, Testing, and Clinical Follow-Up, NAP.edu
  6. Final PFAS National Primary Drinking Water Regulation, EPA
  7. Effect of Plasma and Blood Donations on Levels of Perfluoroalkyl and Polyfluoroalkyl Substances in Firefighters in Australia: A Randomized Clinical Trial, JAMA Network
  8. Read "Guidance on PFAS Exposure, Testing, and Clinical Follow-Up" at NAP.edu
  9. Final PFAS National Primary Drinking Water Regulation
  10. Effect of Plasma and Blood Donations on Levels of Perfluoroalkyl and Polyfluoroalkyl Substances in Firefighters in Australia: A Randomized Clinical Trial | Environmental Health | JAMA Network Open | JAMA Network

This content is an AI-generated, fully rewritten summary based on a published scholarly article. It does not reproduce the original text and is not a substitute for the original publication. Readers are encouraged to consult the source for full context, data, and methodology.

Newsletters

Receive the latest analytical science news, personalities, education, and career development – weekly to your inbox.

Newsletter Signup Image

About the Author(s)

James Strachan

Over the course of my Biomedical Sciences degree it dawned on me that my goal of becoming a scientist didn’t quite mesh with my lack of affinity for lab work. Thinking on my decision to pursue biology rather than English at age 15 – despite an aptitude for the latter – I realized that science writing was a way to combine what I loved with what I was good at. From there I set out to gather as much freelancing experience as I could, spending 2 years developing scientific content for International Innovation, before completing an MSc in Science Communication. After gaining invaluable experience in supporting the communications efforts of CERN and IN-PART, I joined Texere – where I am focused on producing consistently engaging, cutting-edge and innovative content for our specialist audiences around the world.

More Articles by James Strachan

False

Advertisement

Recommended

False

Related Content

 This Week’s Mass Spec News
Environmental
This Week’s Mass Spec News

April 4, 2025

2 min read

The Climate Conversation: Part Two – Michael Gonsior
Environmental
The Climate Conversation: Part Two – Michael Gonsior

December 5, 2024

7 min read

In the second part of our interview, Michael Gonsior explores the pressing challenges in carbon cycle research, transformative tools and technologies, as well as analytical glimmers of hope

More Bang for Your Buck
Environmental
More Bang for Your Buck

December 4, 2024

1 min read

Researchers develop more stable catalysts for dry reforming of methane – a promising method for carbon capture and utilization (CCU)

Portable PFAS Profiling
Environmental
Portable PFAS Profiling

December 13, 2024

1 min read

Using nanopore technology, Chang Liu and Xiaojun Wei discuss their accessible and inexpensive new option for detecting “forever chemicals” PFAS

Affiliations:

Specialties:

Areas of Expertise:

Contributions:

False

The Analytical Scientist
Subscribe

About

  • About Us
  • Work at Conexiant Europe
  • Terms and Conditions
  • Privacy Policy
  • Advertise With Us
  • Contact Us

Copyright © 2026 Texere Publishing Limited (trading as Conexiant), with registered number 08113419 whose registered office is at Booths No. 1, Booths Park, Chelford Road, Knutsford, England, WA16 8GS.