Skip to content
Review Open access

Leveraging patient-reported and health record data to monitor oncofertility care among adults with cancer: A proof-of-concept study.

Oct 2026 · JCO Oncology Practice · Vol 22, pp. 608-608 · 0 citations

TL;DR

A proof-of-concept study that demonstrates the feasibility of leveraging ePROs linked with EHR data to identify adults with cancer experiencing fertility concerns and characterize subsequent oncofertility care and inform interventions to improve fertility counseling, referral, and navigation for adults with cancer.

Abstract

608 Background: Electronic patient-reported outcomes (ePROs) may provide a scalable approach for identifying adults with cancer experiencing fertility-related concerns and for monitoring subsequent fertility-related care, though the feasibility of using informatics data for this purpose has seldom been explored. We evaluated whether ePROs could be used to identify adults with cancer experiencing fertility concerns and linked these data with the electronic health records (EHR) to characterize subsequent fertility-related care. Methods: We conducted a retrospective cohort study of adults with cancer age 18+ referred to psychosocial oncology at a large academic medical center who completed a language-concordant self-report survey via EHR patient portal or tablet provided in clinic including assessment of fertility concerns. We identified those who reported fertility concerns and linked ePRO data with sociodemographic, clinical, encounter, and billing data from the EHR. As a proof-of-concept for informatics-based care monitoring, we characterized subsequent encounters for fertility preservation counseling and fertility preservation. Results: Among 87 adults with cancer reporting fertility concerns, the median age was 33 years (range: 21-77), 69% (n=60) were female, 89% (n=77) White, 9% (n=8) Hispanic, 53% (n=46) partnered, and most had breast (34%, n=30), gastrointestinal (16%; n=14), or hematologic (16%, n=14) malignancies. Following report of fertility concerns, 42% (n=25) of females had fertility preservation counseling documented; no males in this sample had fertility preservation counseling documented. Younger age, female sex, and single marital status were associated with counseling ( p <0.05); no significant differences were observed by race, ethnicity, or education. Among males, 15% (n=4) had sperm cryopreservation documented; among females, 0% had oocyte cryopreservation and 5% (n=3) had embryo cryopreservation documented. Conclusions: Our proof-of-concept study demonstrates the feasibility of leveraging ePROs linked with EHR data to identify adults with cancer experiencing fertility concerns and characterize subsequent oncofertility care. Findings suggest informatics-based approaches can provide a scalable strategy to monitor oncofertility care delivery, identify gaps in fertility-related care following reported concerns, and inform interventions to improve fertility counseling, referral, and navigation for adults with cancer.

Read PDF

Similar papers

Open access Oct 2026

Patient-reported tobacco use integrated with EHR clinical decision support for lung cancer screening in primary care.

687 Background: Lung cancer screening (LCS) rates are lower than other cancer screenings in part due to complex tobacco use eligibility criteria and lack of pack-year history documentation. Integration of clinical decision support (CDS) into the electronic health record (EHR) can optimize LCS across health care...

M. Cooley, H. Heiling, Emanuele Mazzola et al. · 0 citations
Review Oct 2026

Electronic patient-reported outcomes platforms to shift from episodic to continuous oncology in breast cancer.

EPROs represent a shift from episodic, visit-based assessment to more continuous and responsive monitoring in breast cancer care, and their clinical value is strongest when integrated into care pathways with clearly defined responsibilities and actionable workflows.

Thanate Dajsakdipon, Luca Formenti, E. Ferraro et al. · 0 citations
Open access Oct 2026

Improving data capture of the patient experience for young adults with cancer: A randomized controlled trial of precision electronic patient-reported outcomes in community-based oncology practices (ECOG-ACRIN EAQ202).

431 Background: Patient-reported outcomes (PROs) characterize patient perspectives on symptoms, functioning, and health-related quality of life (HRQOL). Despite rising cancer incidence among young adults (YAs), PROs are underutilized, particularly in NCI Community Oncology Research Program (NCORP) sites, where...

J. Salsman, Feng-Hai Duan, S. Dinner et al. · 0 citations
Open access Sep 2026

Primary care physician documentation in oncology electronic health records: prognostic marker or immortal-time bias?

Background Structured administrative fields in oncology electronic health records (EHRs) are used in studies but their interpretation may depend on when they are completed. We assessed whether dated primary care physician (PCP) documentation was associated with survival after accounting for documentation timing. Materi...

P. Heudel, J. Blay · 0 citations
Open access Oct 2026

Using real-world data to characterize distinct experiences of and risk factors for worse cancer-related cognitive impairment.

458 Background: Cancer-related cognitive impairment (CRCI) is a common and distressing symptom affecting decision-making, treatment adherence, and function. Limited research has used real-world data to identify patients at risk for worse CRCI. The purpose of this study was to use routinely-collected electronic...

Rachel A. Pozzar, Jane Saczynski, Amanda Choflet et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.