From Primary Care to Oncology: Digital Risk Tools in Practice

Dr. Melissa Frey, a gynecologic oncologist, cancer geneticist, and researcher based in New York City, uses digital tools to streamline family history intake, assess cancer and hereditary risk, and improve documentation. 

We’ve previously covered Dr. Frey’s work showing how digital history collection improved documentation and risk assessment in GYN oncology (blog here) and how applying breast risk models in survivorship care uncovered additional patients who might benefit from prevention or early detection (blog here). Dr. Frey has used both Progeny and the Ambry CARE Program® (CARE) and shared insights on why digital tools are needed as well as where they may best fit.  

Risk Assessment Barriers 

Risk assessment matters—both for increased lifetime cancer risk and for inherited cancer predisposition. Identifying elevated cancer risk can change screening and risk reduction options. Hereditary risk also has implications for family members.  

Yet in practice, it can be hard to do in busy clinical settings. Collecting a complete family history takes time; genetics training varies across clinicians; and guidelines evolve fast.  

As Dr. Frey shared,  

Providers believe cancer risk assessment is important and beneficial for patients, but many say, ‘I don’t have the training to counsel my patients about this,’ or ‘It’s impossible to keep up with the ever-changing guidelines.

 

 

 

Where Digital Tools Fit 

Digital tools can move key steps upstream—letting patients enter history before the visit. They can automate the generation of guideline‑based insights for the clinician, and in some cases, standardize documentation. Used well, they reduce guesswork about who needs testing or enhanced screening. 

Progeny & CARE: Two Tools, Two Use Cases 

Progeny is often used as a central genetics hub. It may be best suited for genetics professionals and other clinical teams that want comprehensive risk assessment options and/or genetics workflow support. 

Progeny supports: 

  • Pre‑visit history collection with patient questionnaires  
  • Pedigree drawing with customization and EHR connectivity  
  • Risk assessment using multiple validated models for hereditary and lifetime cancer risk  
  • Documentation (clinic notes, letters) and reporting to support practice management and research  
  • Genetic test ordering/resulting via Ambry and documentation of test results from other genetic testing labs 

These capabilities help teams capture complete histories, run nuanced models, and keep documentation consistent across encounters. 

CARE (“Comprehensive Assessment of Risk and Education”) is often used in routine care environments like OB/GYN, mammography, and primary care where the goal is to quickly flag patients who may qualify for genetic testing or need a high-risk breast care referral. 

CARE supports: 

  • Pre‑visit digital history collection  
  • Guideline‑based testing qualification and Tyrer–Cuzick breast risk scoring  
  • Genetic testing offered through Ambry, with results delivered in CARE and/or EHR  
  • Digital patient education and connection to third‑party telehealth genetic counseling  

Clinicians often appreciate CARE’s focused outputs and clear prompts—Dr. Frey describes it as a tool that “quickly flags whether genetic testing or breast cancer risk discussions are needed.”  

Choosing the Right Fit & Getting Started 

If you need comprehensive genetics workflows—pedigrees, multi‑model assessment, and robust documentation and reporting—Progeny is typically the better match.  

If you need standardized high‑risk identification at scale in routine clinics and with wraparound education/connection to counseling, CARE may be a better fit. 

With any digital tool, implementation takes some upfront effort: mapping workflows, connecting to the EHR as needed, and socializing the process with care teams. But once embedded, teams report better use of time in clinic, more consistent documentation, and clearer next steps for patients. As Dr. Frey puts it: 

There is some work upfront, but this becomes a routine part of practice that actually makes care faster and more efficient.

 

 

The Bottom Line 

 In a study assessing almost 20,000 patients using CARE in a community hospital setting, approximately one in four patients met national guidelines for hereditary cancer testing.1 However, many patients meeting testing criteria have historically been missed in routine care. Bringing digital history collection and guideline‑based assessment into everyday workflows helps close that gap—so higher‑risk patients get the right conversations and the right care at the right time.  

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1. https://ascopubs.org/doi/10.1200/JCO.2023.41.16_suppl.10622 

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The information, including but not limited to, text, graphics, images and other material contained on this blog are for informational purposes only. The purpose of this blog is to promote broad understanding and knowledge of various health topics. It is not intended to be a substitute for professional medical advice, diagnosis or treatment. Always seek the advice of your physician or other qualified health care provider with any questions you may have regarding a medical condition or treatment and before undertaking a new health care regimen, and never disregard professional medical advice or delay in seeking it because of something you have read on this blog. Ambry Genetics Corporation does not recommend or endorse any specific tests, physicians, products, procedures, opinions or other information that may be mentioned on this blog. Reliance on any information appearing on this blog is solely at your own risk.

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