Cancer Patient Lab Expert Webinar

“Proteomics and Clinical Decisions”

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Panel Discussion

Proteomics and Clinical Decisions” (Panel Discussion) [#19] Brian McCloskey and Brad Power July 27, 2022 “Genes don't reliably predict response to treatment, and the gene mutations or expression in cells don't reliably predict the expression of proteins in our cancer cells… If we ever want to achieve precision oncology, we must figure out both on the science side and on the institutional side how to embrace diagnostics of many proteins, coupled with some genes or gene expression, and patient data.

” Amanda Paulovich Meeting Summary A panel of experts in proteomics: Karin Rodland, PhD, (Pacific Northwest National Lab and OHSU), Amanda (“Mandy”) Paulovich, MD, PhD, (Fred Hutch), Kristina Beeler, PhD, (Biognosys, which provides proteomics services to biopharma), and Marlon Ruiz and Michael Förster, PhD, (Olink, which offers a proteomics platform to scientists), discussed the role of proteomics in clinical decisions.

1.Where are proteomics as an emerging technology? Amanda Paulovich: Mass spectrometry has proven to be a reliable measure of proteins, which can be combined with genomics to offer clinical insights through laboratory- developed tests.

The challenges now are (a) clinical translation from a laboratory environment to a regulatory environment meeting FDA approval, such that pharma will begin to adopt it in its late phase trials, potentially leading to companion diagnostics; (b) increased reimbursement for diagnostics in general, and for mass spectrometry specifically, so that laboratories that provide the service can stay afloat; and (c) increased physician uptake.

Kristina Beeler: The applications of our proteomics technology when we started a decade ago were in small scale studies answering basic research questions for our biopharma customers. In the last seven or eight years, we've seen a push for the technology to be adopted much later down the drug discovery pipeline.

We've seen the adoption of the technology in preclinical settings to understand the mechanism of action in drugs to identify novel drug targets. Now, clients are waiting for the data to make decisions on the next cohort enrollment. This is something that we could never have imagined a few years ago. This is still in a clinical trial setting.

Taking that to the next step is still quite a way down the road. Karin Rodland: We're at the stage of developing tools to combine genomic, mRNA, and proteomic data to improve the selection of likely therapeutic drugs that you will respond to. 2.How are proteomics helping guide treatment decisions - what is distinctive?

“Proteomics and Clinical Decisions” (Panel Discussion) [#19] Michael Forster: Proteomics have the ability to monitor proteins and biology and cancer- related changes in real time. The biomarker information you derive in real time is closer to the therapeutic intervention, enabling you to gear therapies better to specific patients. 3.

anel Discussion) [#19] Michael Forster: Proteomics have the ability to monitor proteins and biology and cancer- related changes in real time. The biomarker information you derive in real time is closer to the therapeutic intervention, enabling you to gear therapies better to specific patients. 3.How should proteomics be integrated with other diagnostic tests to guide clinical decisions?

Karin Rodland: If I was doing an N-of-1 research experiment on Brian, I would take his RNA-seq data and the biological processes that had been implicated, and I would use Mandy's targeted proteomic assays, and I would verify which kinases in that pathway are actually upregulated and driving the abnormal behavior in the pathway. 4.What's next?

Kristina Beeler: Complex biological processes are characterized not by just one level of -omics. They need the multi-omics level and current status. Proteins provide essential functional information to understand the true phenotype. Karin Rodland: Looking at Brian as a research project, how do we make proteomics available to him as a research subject?

He has to find a physician and a precision oncology clinical trial to look at all these different molecular measurements and integrate them and get enrolled. Then we will need to address the question that Mandy is trying to focus on: “how do we turn that into the standard of care?

” Amanda Paulovich: You really need partners in large academic centers that are willing to go out on a limb, and centers that are legally adventurous enough and willing to go down that path with you. Unfortunately, it's just hard to do. As Karin said, you're pushing the envelope beyond what standard of care is. We need better diagnostics.

80% of healthcare decisions are based on diagnostic tests, but they account for less than 20% of healthcare costs. Somehow, diagnostics must be valued in the same way that blockbuster drugs are, and they're way way undervalued right now.

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“Proteomics and Clinical Decisions” (Panel Discussion) [#19] Meeting Notes SUMMARY KEYWORDS proteomics, proteins, technology, cancer, patient, question, mass spec, samples, mass spectrometry, genomics, clinical, diagnostics, clinical trial, liquid biopsies, data, oncology, fred hutch, reproducibility SPEAKERS Karin Rodland, Amanda (Mandy) Paulovich, Kristina Beeler, Saed Sayad, Michael Förster, Marlon Ruiz, Brian McCloskey, Sheeno Thyparambil, Brad Power

, samples, mass spectrometry, genomics, clinical, diagnostics, clinical trial, liquid biopsies, data, oncology, fred hutch, reproducibility SPEAKERS Karin Rodland, Amanda (Mandy) Paulovich, Kristina Beeler, Saed Sayad, Michael Förster, Marlon Ruiz, Brian McCloskey, Sheeno Thyparambil, Brad Power Brad Power 00:03 This is the Prostate Cancer Lab where we're learning about novel tests that can help personalize cancer treatment decisions.

Today we have a panel, which is the first time we've done this. I want to first introduce Karin Rodland, who introduced me to a number of the panel members, so she's really the network organizer and helped to bring the panel together today. I'll let each of the panelists introduce themselves.

Please provide your personal background, your organization and its role, and the topic you will cover including where you are in the evolution of this emerging technology. Karin, why don't you start, please, and then we'll move to Mandy, Kristina, and then Michael and Marlon.

Karin Rodland

I am a cancer cell biologist who has been studying signal transduction in cancer for close to 50 years. I use mass spectrometry and mass spec-based proteomics very heavily. I am a joint appointee at Pacific Northwest National Lab, which is a major site of technology development in the field of mass spectrometry.

I also have a joint appointment in Oregon Health Sciences University, which is a leader in precision oncology and SMART trials. Also, I do know a lot of people, and I tried to get them involved. Brad Power 01:54 Karin was featured in a previous session we had for which we have a recording, a transcript, and her slides. Amanda Paulovich 02:20 I'm from the Fred Hutch Cancer Center.

I'm a clinically trained medical oncologist with a PhD in genetics. Unfortunately, I've seen this disease of cancer from many sides. I've been a cancer patient, having been diagnosed with early-stage breast cancer at the age of 40, which I guess technically makes me a cancer survivor. I'm now a cancer researcher and a clinical oncologist.

As an oncologist treating patients, I was very struck by the variability that I saw from patient to patient. I saw patients with what looked like the same tumor would have very different responses to the same therapy, and very different profiles in terms of side effects as well. That led me to yearn for what we now call personalized, or precision oncology, which is what we're trying to achieve.

“Proteomics and Clinical Decisions” (Panel Discussion) [#19] genome sequence. That was a very critical start on our path to precision oncology, but it's not enough. Genes don't reliably predict response to treatment, and the gene mutations or expression in cells don't reliably predict the expression of proteins in our cancer cells. Since proteins are the targets of therapies, we have to be able to quantify proteins.

o precision oncology, but it's not enough. Genes don't reliably predict response to treatment, and the gene mutations or expression in cells don't reliably predict the expression of proteins in our cancer cells. Since proteins are the targets of therapies, we have to be able to quantify proteins.

When I got into this field 19 years ago, and still today, most studies on proteins use conventional technologies that are 50 years old and wholly inadequate to meet the needs of the post genomic community. In fact, there aren't good assays for measuring most human proteins in a clinical setting. This very critical human proteome, as it's called, remains clinically inaccessible.

In 2003, I joined Fred Hutch to set up a translational proteomic lab to try and leverage new technologies to solve this gap based on mass spec. Brad Power 04:33 I know you've been associated with something you've developed in your lab that's become commercially available recently. So I'd like to hear about that as well, please.

Amanda Paulovich

This is a slide I often use at the end of talks that I give. This is the arc of progress, and Karin Rodland has been here through most of this. We've been colleagues in the National Cancer Institute's clinical proteomic consortium called CPTAC. As I mentioned, in 2003 I came to Fred Hutch.

A couple of years later, we launched this NCI CPTAC program and spent five years and probably $30 million convincing the world that these conventional technologies that are 50 years old aren't the only way to measure proteins. We can use newer technology based on mass spec to make reliable measures of proteins.

That got us another five years of the program at NCI where we spent five years and another $30+ million proving, in my opinion, common sense, that measuring proteins adds value over just sequencing DNA.

That finally proved beyond a shadow of a doubt, even to the genomics-centric folks at the National Cancer Institute who are now on board, that there's value in combining proteomics and genomics - what we now call proteogenomics.

“Proteomics and Clinical Decisions” (Panel Discussion) [#19] groundwork for the clinical translation of mass spec-based proteomics. There's a lot of proteogenomic characterization centers looking at the gamut of human tumors trying to characterize them on a molecular level using mass spec-based technologies.

For the first time, we also introduced translational research centers to these technologies whose goals are to try and take them and push them into the clinic. In that phase, we saw the development of laboratory-developed tests.

In fact, my laboratory is now a CLIA-certified environment, and we have successfully translated this new mass spec-based measurement technology into clinical trials where we run patient samples for correlative studies in our CLIA environment. That's where we're really stuck right now.

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