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Posts Tagged ‘Predictive Cancer Biomarkers’

Real Time Conference Coverage: Advancing Precision Medicine Conference, Afternoon Session October 4 2025

Real Time Conference Coverage: Advancing Precision Medicine Conference, Afternoon Session  October 4 2025

Reporter: Stephen J. Williams, PhD

Leaders in Pharmaceutical Business Intellegence will be covering this conference LIVE over X.com at

@pharma_BI

@StephenJWillia2

@AVIVA1950

@AdvancingPM

using the following meeting hashtags

#AdvancingPM #precisionmedicine #WINSYMPO2025

1:40 – 2:30

AI in Precision Medicine

Dr. Ganhui Lan
Dr. Xiaoyan Wang
Dr. Ahmad P. Tafti
Jen Gilburg

Jen Gilburg (moderator)Deputy Secretary of Technology and Entrepreneurship, Dept. of Community and Economic Development, Commonwealth of Pennsylvania

  • AI will help reduce time for drug development especially in early phase of discovery but eventually help in all phases
  • Ganhui: for drug regulators might be more amenable to AI in clinical trials; AI may be used differently by clinicians
  • nonprofit in Philadelphia using AI to repurpose drugs (this site has posted on this and article will be included here)
  • Ganhui: top challenge of AI in Pharma; rapid evolution of AI and have to have core understanding of your needs and dependencies; realistic view of what can be done; AI has to have iterative learning; also huge vertical challenge meaning how can we allign the use of AI through the healthcare vertical layer chain like clinicians, payers, etc.
  • Ganhui sees a challenge for health companies to understand how to use AI in business to technology; AI in AI companies is different need than AI in healthcare companies
  • 95% of AI projects not successful because most projects are very discrete use

2:00-2:20

Building Precision Oncology Infrastructure in Low- and Middle-Income Countries

Razelle Kurzrock, MD

Sewanti Limaye, MD, Director, Medical & Precision Oncology; Director Clinical and Translational Oncology Research, Sir HN Reliance Foundation Hospital & Research Centre, Mumbai, India; Founder, Nova Precision AI; Co-Founder, Iylon Precision Oncology; Co-Chair, Asia Pacific Coalition Against Lung Cancer; Co-Chair,  Asia Pacific Immuno-Oncology; Member,  WIN Consortium

  • globally 60 precision initiatives but there really are because many in small countries
  • three out of five individuals in India die of cancer
  • precision medicine is a must and a hub and spoke model is needed in these places; Italy does this hub and spoke; spokes you enable the small places and bring them into the network so they know how and have access to precision medicine
  • in low income countries the challenge starts with biopsy: then diagnosis and biomarker is issue; then treatment decision a problem as they may not have access to molecular tumor boards
  • prevention is always a difficult task in LMICs (low income)
  • you have ten times more patients in India than in US (triage can be insurmountable)
  • ICGA Foundation: Indian Cancer Genome Atlas
  • in India mutational frequencies vary with geographical borders like EGFR mutations or KRAS mutations
  • genomic landscape of ovarian cancer in India totally different than in TCGA data
  • even different pathways are altered in ovarian cancer seen in North America than in India
  • MAY mean that biomarker panels need to be adjusted based on countries used in
  • the molecular data has to be curated for the India cases to be submitted to a tumor board
  • twenty diagnostic tests in market like TruCheck for Indian market; uses liquid biopsy
  • they are also tailoring diagnostic and treatment for India getting FDA fast track approvals

2:20-2:40

Co-targeting KIT/PDGRFA and Genomic Integrity in Gastrointestinal Stromal Tumors

Razelle Kurzrock, MD

Lori Rink, PhD, Associate ProfessorFox Chase Cancer Center

  • GIST are most common nesychymal tumor in GI tract
  • used to be misdiagnosed; was considered a leimyosarcoma
  • very asymptomatic tumors and not good prognosis
  • very refractory to genotoxic therapies
  • RTK KIT/PDGFRA gain of function mutations
  • Gleevec imatinib for unresectable GIST however vast majority of even responders become resistant to therapy and cancer returns
  • there is a mutation map for hotspot mutations and sensitivity for gleevec
  • however resistance emerged to ripretinib; in ATP binding pocket
  • over treatment get a polyclonal resistance
  • performed a kinome analysis; Wee1 looked like a potential target
  • mouse studies (80 day) showed good efficacy
  • avapiritinib ahs some neurotox and used in PDGFRA mut GIST model which is resistant to imitinib
  • but if use Wee1 inhibitor with TKI can lower dose of avapiritinib
  • cotargeting KIT/PDGFRA and WEE1 increases replicative stress
  • they are using PDX models to test these combinations
  • combination creates genomic instability

 

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Coverage Afternoon Session on Precision Oncology: Advancing Precision Medicine Annual Conference, Philadelphia PA November 1 2024

Reporter: Stephen J. Williams, Ph.D.

Unlocking the Next Quantum Leap in Precision Medicine – A Town Hall Discussion (CME Eligible)

Co-Chairs

Amanda Paulovich, Professor, Aven Foundation Endowed Chair
Fred Hutchinson Cancer Center

Susan Monarezm Deputy Director ARPA-H

Henry Rodriguez, NCI/NIH

Eric Schadt, Pathos

Ezra Cohen, Tempus

Jennifer Leib, Innovation Policy Solutions

Nick Seddon, Optum Genomics

Giselle Sholler, Penn State Hershey Children’s Hospital

Janet Woodcock, formerly FDA

Amanda Paulovich: Frustrated by the variability in cancer therapy results.  Decided to help improve cancer diagnostics

  •  We have plateaued on relying on single gene single protein companion diagnostics
  • She considers that regulatory, economic, and cultural factors are hindering the innovation and resulting in the science way ahead of the clinical aspect of diagnostics
  • Diagnostic research is not as well funded as drug discovery
  • Biomarkers, the foundation for the new personalized medicine, should be at forefront Read the Tipping Point by Malcolm Gladwell
  • FDA is constrained by statutory mandates 

 

Eric Schadt

Pathos

 

  • Multiple companies trying to chase different components of precision medicine strategy including all the one involved in AI
  • He is helping companies creating those mindmaps, knowledge graphs, and create more predictive systems
  • Population screening into population groups will be using high dimensional genomic data to determine risk in various population groups however 60% of genomic data has no reported ancestry
  • He founded Sema4 but many of these companies are losing $$ on these genomic diagnostics
  • So the market is not monetizing properly
  • Barriers to progress: arbitrary evidence thresholds for payers, big variation across health care system, regulatory framework

 

Beat Childhood Cancer Consortium Giselle

 

  • Consortium of university doctors in pediatrics
  • They had a molecular tumor board to look at the omics data
  • Showed example of choroid plexus tumor success with multi precision meds vs std chemo
  • Challenges: understanding differences in genomics test (WES, NGS, transcriptome etc.
  • Precision medicine needs to be incorporated in med education.. Fellowships.. Residency
  • She spends hours with the insurance companies providing more and more evidence to justify reimbursements
  • She says getting that evidence is a challenged;  biomedical information needs to be better CURATED

 

Dr. Ezra Cohen, Tempest

 

  • HPV head and neck cancer, good prognosis, can use cituximab and radiation
  • $2 billion investment at Templest of AI driven algorithm to integrate all omics; used LLM models too

Dr. Janet Woodcock

 

  • Our theoretical problem with precision and personalized medicine is that we are trained to think of the average patient
  • ISPAT II trial a baysian trial; COVID was a platform trial
  • She said there should there be NIH sponsored trials on adaptive biomarker platform trials

This event will be covered by the LPBI Group on Twitter.  Follow on

@Pharma_BI

@StephenJWillia2

@Aviva1950

@AdvancingPM

using the following meeting hashtags

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Live Conference Coverage @MedCity news Converge 2018 Philadelphia: Early Diagnosis Through Predictive Biomarkers, NonInvasive Testing, Volume 2 (Volume Two: Latest in Genomics Methodologies for Therapeutics: Gene Editing, NGS and BioInformatics, Simulations and the Genome Ontology), Part 1: Next Generation Sequencing (NGS)

5:00 – 5:45 PM Early Diagnosis Through Predictive Biomarkers, NonInvasive Testing

Reporter: Stephen J. Williams, Ph.D.

 

Diagnosing cancer early is often the difference between survival and death. Hear from experts regarding the new and emerging technologies that form the next generation of cancer diagnostics.

Moderator: Heather Rose, Director of Licensing, Thomas Jefferson University
Speakers:
Bonnie Anderson, Chairman and CEO, Veracyte @BonnieAndDx
Kevin Hrusovsky, Founder and Chairman, Powering Precision Health @KevinHrusovsky

Bonnie Anderson and Veracyte produces genomic tests for thyroid and other cancer diagnosis.  Kevin Hrusovksy and Precision Health uses peer reviewed evidence based medicine to affect precision medicine decision.

Bonnie: aim to get a truth of diagnosis.  Getting tumor tissue is paramount as well as properly preserved tissue.  They use deep RNA sequencing  and machine learning  in their clinically approved tests.

Kevin: Serial biospace entrepreneur.  Two diseases, cancer and neurologic, have been diseases which have been hardest to get reproducible and validated biomarkers of early disease.  He concentrates on protein biomarkers.

Heather:  FDA has recently approved drugs for early disease intervention.  However the use of biomarkers can go beyond patient stratification in clinical trials.

Kevin: 15 approved drugs for MS but the markers are scans looking for brain atrophy which is too late of an endpoint.  So we need biomarkers of early disease progression.  We can use those early biomarkers of disease progression so pharma can target those early biomarkers and or use those early biomarkers of disease progression  for endpoint

Bonnie: exciting time in the early diagnostics field. She prefers transcriptomics to DNA based methods such as WES or WGS (whole exome or whole genome sequencing).  It was critical to show data on the cost savings imparted by their transcriptomic based thryoid cancer diagnostic test for payers to consider this test eligible for reimbursement.

Kevin: There has been 20 million  CAT scans for  cancer but it is estimated 90% of these scans led to misdiagnosis. Biomarker  development  has revolutionized diagnostics in this disease area.  They have developed a breakthrough panel of ten protein biomarkers in serum which he estimates may replace 5 million mammograms.

All panelists agreed on the importance of regulatory compliance and the focus of new research should be on early detection.  In addition they believe that Dr. Gotlieb’s appointment to the FDA is a positive for the biomarker development field, as Dr. Gotlieb understands the potential and importance of early detection and prevention of disease.  Kevin also felt Dr. Gotlieb understands the importance of incorporating biomarkers as endpoints in clinical trials.  Over 750 phase 1,2, and 3 clinical trials use biomarker endpoints but the pharma companies still need to prove the biomarkers clinical relevance to the FDA.They also agreed it would be helpful to involve advocacy groups in putting more pressure on the healthcare providers and policy makers on this importance of diagnostics as a preventative measure.

In addition, the discovery and use of biomarkers as disease endpoints has led to a resurgence of Alzheimer’s disease drug development by companies which have previously given up on these type of neurodegenerative diseases.

Kevin feels proteomics offers great advantages over DNA-based diagnostics, especially in cancer such as ovarian cancer, where a high degree of specificity for a diagnostic test is required to ascertain if a woman should undergo prophylactic oophorectomy.  He suggests that a new blood-based protein biomarker panel is being developed for early detection of some forms of ovarian cancer.

Please follow on Twitter using the following #hash tags and @pharma_BI

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Please see related articles on Live Coverage of Previous Meetings on this Open Access Journal

LIVE – Real Time – 16th Annual Cancer Research Symposium, Koch Institute, Friday, June 16, 9AM – 5PM, Kresge Auditorium, MIT

Real Time Coverage and eProceedings of Presentations on 11/16 – 11/17, 2016, The 12th Annual Personalized Medicine Conference, HARVARD MEDICAL SCHOOL, Joseph B. Martin Conference Center, 77 Avenue Louis Pasteur, Boston

Tweets Impression Analytics, Re-Tweets, Tweets and Likes by @AVIVA1950 and @pharma_BI for 2018 BioIT, Boston, 5/15 – 5/17, 2018

BIO 2018! June 4-7, 2018 at Boston Convention & Exhibition Center

https://pharmaceuticalintelligence.com/press-coverage/

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Cambridge Healthtech Institute’s Ninth Annual Predictive Cancer Biomarkers, August 26, 2016 Symposia, Washington DC

Reporter: Aviva Lev-Ari, PhD, RN

 

 

CDX-720x110

 

Predictive cancer biomarkers hold the promise of early cancer detection, personalized treatment, and accurate patient monitoring. Cambridge Healthtech Institute’s Ninth Annual Predictive Cancer Biomarkers symposium will focus on current research regarding tumor pathways and biomarker discovery, the progress toward clinical applications such as early detection and therapy monitoring, and case studies focusing on clinical utility and actionability, how many patients benefit from these assays, the role of genetic counselors, and practicality of funding and reimbursement. FDA validation will also be discussed. Join top cancer researchers and your peers to examine discoveries, best practices, and future directions.

RECOMMENDED PRE-CONFERENCE SHORT COURSES*

SC3: Translating CTCs for Clinical Use

SC14: Liquid Biopsy: Clinical Applications and Business Considerations

*Separate registration required

FRIDAY, AUGUST 26

8:00 am Registration & Morning Coffee

IDENTIFYING BIOMARKERS AND PATHWAYS

8:25 Chairperson’s Opening Remarks

Anuradha Murali, Ph.D., MSCR, Clinical Trial Manager, Gastroenterology Associates of Orangeburg

8:30 Integrated Genomic Analysis of Pancreatic Ductal Adenocarcinomas Reveals Genomic Rearrangement Events as Significant Drivers of Disease

George_VasmatzisGeorge Vasmatzis, Ph.D., Director, Biomarker Discovery Program, Center for Individualized Medicine, Mayo Clinic

In this study, we performed mate pair sequencing (MPseq) on genomic DNA from 24 PDAC tumors, including 15 laser-captured microdissected PDAC and 9 patient-derived xenografts, to identify genome-wide rearrangements. Large genomic rearrangements with intragenic breakpoints altering key regulatory genes involved in PDAC progression were detected in all tumors. SMAD4, ZNF521, and FHIT were among the most frequently hit genes. Conversely, commonly reported genes with copy number gains, including MYC and GATA6, were frequently observed in the absence of direct intragenic breakpoints, suggesting a requirement for sustaining oncogenic function during PDAC progression. Additionally, a number of potentially targetable amplifications and fusions have been observed opening the possibility to genomically driven targetable treatment in PDAC.

9:00 Towards Cancer Diagnostics Based on Interphase Spatial Genome Positioning

Karen_MeaburnKaren Meaburn, Ph.D., Research Scientist, NCI, NIH

The genome is non-randomly organized in the cell nucleus. We have identified several genes that robustly alter position in breast or prostate cancer. These genes, used singularly or in combination, are able to distinguish cancer from normal tissue with high accuracy. We are working towards exploiting these changes in positioning patterns to develop a novel diagnostic strategy for the detection of cancer.

9:30 FEATURED PRESENTATION: Ultraconserved Elements: The Enigma and the Potential

C.-Ting_WuC.-Ting Wu, Ph.D., Professor, Genetics, Harvard Medical School

Ultraconserved elements (UCEs) are DNA sequences that have been perfectly (100%) conserved for 300-500 million years. Because neither protein coding, nor enhancer, nor transcription factor binding, nor promoter regions require such conservation, the mere existence of UCEs has been a long debated conundrum. We propose that UCEs contribute to genome integrity and, hence, may provide a strategy by which otherwise healthy tissues can be culled of cells harboring deleterious rearrangements.

10:00 A Novel rRNA Depletion Method to Enable Whole Transcriptome Analysis of Single Cells with RNA-Seq

Maureen Peterson, Ph.D., Product Development Scientist, Research & Development, NuGEN Technologies

RNA-Seq analyses of transcripts from large numbers of cells often masks biologically relevant differences that occur in individual cells. Understanding RNA expression in a single cell has great potential for biomarker development, and monitoring disease progression and therapy. We describe a method for generating RNA-Seq libraries from single cells that enables removal of specific transcripts without perturbing the original total RNA population, providing a solution for biomarker discovery and diagnostic applications using extremely limited samples.

10:30 Coffee Break

MOVING TOWARDS CLINICAL APPLICATIONS

11:00 Circulating Cell-Free DNA, RNA and Exosomes –Key Biomarkers for Early Cancer Detection and LiquidBiopsy Diagnostics

Michael_HellerMichael J. Heller, Ph.D., Professor, Bioengineering & Nanoengineering, University of California San Diego

Exosomes and their associated RNA and proteins, as well as circulating cell-free DNA are now considered to be important key biomarkers for cancer diagnostics ranging from early detection to liquid biopsy for patient management and therapy monitoring. Nevertheless, the isolation and detection of these biomarkers, exosomes in particular, require considerable time and effort which greatly limits their practical, reliable and more widespread use in cancer diagnostics. Using a DEP device, we are now able to isolate all of these key biomarkers, including exosomes, in 15-20 minutes from 25-50ul of blood, plasma or serum. In the case of glioblastoma exosomes isolated from plasma, specific surface and interior proteins CD63 and TSG101 could then be detected by immunofluorescence, and EGFRvlll mutations in mRNA were detected by RT-PCR.

11:30 Using Molecular Profiling in Early Clinical Trials

Barbara_ConleyBarbara Conley, M.D., Associate Director, Cancer Diagnosis Program, Division of Cancer Treatment & Diagnosis, National Cancer Institute (NCI)

The talk will inform the audience of the thinking behind the design of the NCI-MATCH trial, which profiles a fresh biopsy of patients with malignancies who have progressed on standard treatment. This trial uses a validated locked platform of NGS, supplemented by IHC assays, to assign patients to treatment arms based on molecular eligibility criteria, regardless of histology. The trial accrued very robustly from first opening. The MATCH trial is a signal-finding trial based on levels of evidence for both the treatments and the molecular eligibility criteria. Lessons learned will be presented. As such it represents a type of clinical validation of potentially predictive molecular features, and presents the opportunity to learn about the effect of co-mutations on response rate.

12:00 pm Tumor Heterogeneity and the Course of Mutation Detection Following Treatment

Jennifer_MorrissetteJennifer Morrissette, Ph.D., Scientific Director, Clinical Cytogenetics Laboratory; Clinical Director, Center for Personalized Diagnostics (CPD), University of Pennsylvania School of Medicine

The routine implementation of NGS in the diagnosis and decision making process of malignancies has increasingly become part of routine clinical care. For most malignancies tested, only one specimen is received; however there are increasingly more patients assessed at additional time points throughout their disease allowing for tracking of the response to targeted and traditional chemotherapy. In hematological malignancies there has been the greatest uptake for the use of NGS to track disease response, as these patients can be serially assessed. This talk will focus on the mutation patterns before and after treatment and patient response to targeted therapies, on clinical trials and off-label.

GenPro12:30 Non-Bisulfite Epigenetic Profiling of DNA Methylation Enables Epigenetic Diagnostic Biomarker Discovery

Adam Marsh, Ph.D., CSO, Genome Profiling LLC

We have developed a novel computational platform for NGS quantitative DNA methylation profiling. This diagnostic platform has great utility for CDx applications. A use case in patients with Acute Myeloid Leukemia shows high confidence in pre-treatment identification of responders and non-responders to a hypomethylating drug therapy.

12:45 Sponsored Presentation (Opportunity Available)

QuarkBio1:00 Luncheon Presentation: Elucidation of Circulating miRNA Biomarkers in Oral Cavity Cancer Utilizing Multiplex qPCR Array

Eric Yang, Ph.D., Vice President, Quark Biosciences

Numerous publications have illustrated that microRNAs can be of diagnostic, prognostic and predictive values in the field of oncology. Utilizing PanelChip™, a qPCR array technology developed by Quark Biosciences, we’ve looked at the level of 160 microRNAs in the plasma of oral cavity cancer patients before and after surgery. Preliminary result suggests that PanelChip™ can be of a powerful tool to screen and validate cell-free miRNA biomarkers for translational medical researchers.

1:30 Session Break

EXAMINING CLINICAL UTILITY

2:00 Chairperson’s Remarks

Chair to be Announced, Stilla Technologies

2:05 Crucial Considerations for Pipelines to Validate Circulating Biomarkers for Breast Cancer

Karen_AndersonKaren Anderson, M.D., Ph.D., Associate Professor, School of Life Sciences, Biodesign Institute, Arizona State University

There has been significant progress in the discovery of potential circulating biomarkers, including proteins, autoantibodies, nucleic acids, exosomes, and circulating tumor cells, but the vast majority of these biomarkers have not progressed beyond initial research discovery, and none have yet been approved for clinical use in early stage disease. We will review the crucial considerations of developing pipelines for the rapid evaluation of circulating biomarkers for breast cancer.

2:35 Germline Findings in Tumor-Only Sequencing

Victoria_RaymondVictoria M. Raymond, Adjunct Clinical Assistant Professor, Licensed Certified Genetic Counselor, Cancer Genetics Clinic, University of Michigan Health System

Precision oncology holds great potential to improve patient outcomes. Tumor sequencing is rapidly moving into clinical care as our understanding of the cancer genome and the availability of targeted therapies increase. Analysis of the cancer genome is most informative when paired with germline DNA to delineate inherited and somatic variants. Although tumor-only analysis remains the most common methodology, it holds the potential to identify clinically significant germline variants.

3:05 Refreshment Break

3:35 PANEL DISCUSSION: Clinical Utility and Cost Effectiveness of Predictive Cancer Biomarkers

Moderator: Michael J. Heller, Ph.D., Professor, Bioengineering & Nanoengineering, University of California San Diego

Panelists: David Hoon, Ph.D., Director of the John Wayne Cancer Institute

Raj Krishnan, Ph.D., CEO, Biological Dynamics

Christos Hatzis, PhD, Assistant Professor, Medicine; Director, Bioinformatics, Breast Medical Oncology, Yale Comprehensive Cancer Center, Yale School of Medicine

Among other things, the use of a cancer biomarker is determined by its predictive value and any cost saving that enables a physician to better determine treatment, to modify or change treatment and which increases the likelihood of patient survival. Information that allows switching the patient from an expensive, ineffective, or toxic therapy earlier or faster will be most beneficial. On the other side of the equation is the intrinsic cost of the assay or technology required to detect and analyze the biomarker(s). Improvements in this area will allow better cost to benefit ratios, and lead to more widespread use of the biomarker in cancer diagnostics.

4:35 Close of Symposium

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