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Peter Attia MDPeter Attia MD

213 ‒ Liquid biopsies and cancer detection | Max Diehn, M.D. Ph.D.

Watch the full episode and view show notes here: https://bit.ly/3nMlzW6 Become a member to receive exclusive content: https://bit.ly/3IsZmpM Sign up to receive Peter's email newsletter: https://bit.ly/3nMvn2o Max Diehn is a Professor of Radiation Oncology at Stanford and a clinical radiation oncologist specializing in lung cancer. Max’s research focuses on developing novel methods for detecting circulating tumor DNA in the blood of cancer patients and on elucidating the molecular pathways and genes associated with cancer. His interests also include uncovering biomarkers that can predict patient survival, responses to therapy, and disease recurrence. In this packed episode, Max discusses the history of blood-based cancer screening and the importance of understanding the predictive value of tests—sensitivity, specificity, negative predictive value, positive predictive value – and how these metrics play into cancer screening. Max then goes in depth on the topic of liquid biopsies, including the history, current landscape, and possible future of liquid biopsies as a cancer detection tool. He discusses how these non-invasive blood tests can detect DNA/RNA from tumor cells released into the blood as well as the different methods one can use to predict if a cancer is present. He gets granular on the topic of cell-free DNA/RNA signature, methylation patterns, and the importance of knowing mutation information, and he ends with a discussion on the exciting future of liquid biopsies and how we can possibly get to the panacea of cancer screening. We discuss: 0:00:00 - Intro 0:00:08 - Max’s training that planted the seeds for development of liquid biopsies 0:08:45 - Max’s decision to specialize in radiation oncology 0:16:00 - A culture at Stanford that values research and physician scientists 0:18:50 - The motivation to develop liquid biopsies 0:26:47 - History of blood-based cancer screening and understanding the predictive value of tests 0:34:49 - Current state of lung cancer and the need for better screening 0:46:46 - Low-dose CT scans: an important tool for managing lung cancer but with limitations 0:53:21 - Using liquid biopsies to identify circulating tumor cells 1:12:25 - Liquid biopsy research moves from circulating tumor cells to cell-free DNA 1:21:41 - Zeroing-in on circulating tumor DNA in cell-free DNA 1:34:59 - Cell-free RNA and Max’s vision for cancer detection from a blood sample 1:37:41 - Methylation patterns and other informative signatures found in DNA 1:40:15 - Mutation-based methods of liquid biopsies 1:45:27 - Understanding the sensitivity and specificity of a diagnostic test 1:53:57 - Existing clinical liquid biopsy tests and their limitations 2:01:22 - The future of liquid biopsies 2:10:48 - How we get to the panacea of cancer screening -------- About: The Peter Attia Drive is a weekly, ultra-deep-dive podcast focusing on maximizing health, longevity, critical thinking…and a few other things. With over 45 million episodes downloaded, it features topics including fasting, ketosis, Alzheimer’s disease, cancer, mental health, and much more. Peter is a physician focusing on the applied science of longevity. His practice deals extensively with nutritional interventions, exercise physiology, sleep physiology, emotional and mental health, and pharmacology to increase lifespan (delay the onset of chronic disease), while simultaneously improving healthspan (quality of life). Learn more: https://peterattiamd.com Connect with Peter on: Facebook: http://bit.ly/PeterAttiaMDFB Twitter: http://bit.ly/PeterAttiaMDTW Instagram: http://bit.ly/PeterAttiaMDIG Subscribe to The Drive: Apple Podcast: http://bit.ly/TheDriveApplePodcasts Overcast: http://bit.ly/TheDriveOvercast Spotify: http://bit.ly/TheDriveSpotify Google Podcasts: http://bit.ly/TheDriveGoogle Disclaimer: This podcast is for general informational purposes only and does not constitute the practice of medicine, nursing, or other professional healthcare services, including the giving of medical advice. No doctor-patient relationship is formed. The use of this information and the materials linked to this podcast is at the user's own risk. The content on this podcast is not intended to be a substitute for professional medical advice, diagnosis, or treatment. Users should not disregard or delay in obtaining medical advice for any medical condition they have, and they should seek the assistance of their healthcare professionals for any such conditions. I take conflicts of interest very seriously. For all of my disclosures and the companies I invest in or advise, please visit my website where I keep an up-to-date and active list of such companies.

Peter AttiahostMax Diehnguest
Jul 11, 20222h 26mWatch on YouTube ↗

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At a glance

WHAT IT’S REALLY ABOUT

Max Diehn Explains Liquid Biopsies, ctDNA, and Cancer Screening Challenges

  1. Diehn traces his path from a Stanford MD-PhD in Pat Brown's microarray lab to radiation oncology, and says his liquid biopsy work began with the clinical frustration of not knowing which treated early-stage lung cancer patients would relapse.
  2. He and Attia explain why imaging is blind below roughly a billion cells, and why protein biomarkers and circulating tumor cells fell short on specificity or sensitivity before cell-free DNA became his focus.
  3. Detecting tumor-derived DNA with next-generation sequencing, by tracking many known tumor mutations at once, makes minimal residual disease testing very sensitive, down to about one part in a million with his newest method.
  4. Diehn and Attia argue that sensitivity and specificity must be read alongside disease prevalence, and that current multi-cancer screening tests have very low stage I sensitivity and would give many false positives in low-risk people.
  5. Diehn says near-term uses are guiding adjuvant therapy and avoiding overtreatment in cancers like lung, colorectal and breast, while true screening will probably need combined mutation, methylation and fragment-size features and randomized trials proving survival benefit.

IDEAS WORTH REMEMBERING

5 ideas

Liquid biopsy research started from a clinical need, not a technology.

Diehn says he was frustrated that after radiating early-stage lung cancer he could not tell who would recur, and he runs his lab by starting from clinical problems.

Imaging is effectively blind until a tumor reaches about a billion cells.

Diehn says tumors much smaller than about 1 cm are hard to see, and micrometastatic deposits spread through the body can add up to billions of cells while remaining undetectable.

Protein markers and circulating tumor cells each had a critical flaw.

Proteins like PSA, CEA, and CA 19-9 lack specificity, while circulating tumor cells were scarce, needed rapid processing, and could be mimicked by normal epithelial cells.

Tracking many known tumor mutations at once makes ctDNA detection highly sensitive.

Rather than hunting for one mutation, Diehn's group sequences a patient's tumor and looks in plasma for any of dozens of its mutations, since seeing one is enough to indicate residual cancer.

A test that sounds good can still mislead in a low-risk population.

Attia showed that 50% sensitivity and about 99% specificity with 1% pretest probability gives a positive predictive value near 40%, and Diehn agreed, adding that sensitivity should be reported by granular stage.

WORDS WORTH SAVING

5 quotes

the way I and, you know, and all of us, you know, in this, in these areas think about it is, is it worth, uh, doing?

— Max Diehn

I think one of the, uh, keys to being a successful scientist, whether you're a physician scientist or a, a laboratory, purely laboratory-based scientist, is following the data, following the data that you generate, um, uh, to where it leads you as opposed to fo- you know, saying, "I have to work in one area."

— Max Diehn

Even though they're exciting technologies and, uh, we're, we're very hopeful that they will, we shouldn't just give them a pass because they're high tech and not do the right clinical science.

— Max Diehn

The surgeon can cure what he can see or she can see, right? What, what they can cut out.

— Max Diehn

I want people to just anchor to this idea that from zero to a billion cells, we're pretty much flying blind.

— Peter Attia

Max Diehn's training and path to radiation oncologyLimits of imaging and billion-cell detection thresholdProtein biomarkers and circulating tumor cellsCell-free DNA biology and ctDNA detectionSensitivity, specificity, and predictive valueMinimal residual disease and adjuvant therapy guidanceMulti-cancer screening, methylation, and regulation

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