Standard patient group: advanced cancer patients receiving limited and acceptable care without access to advanced genetic testing tools or expertise; patients at facility prior to deployment of TSO500, ELIA, and molecular tumor boards.

Same patient population at the same facility after deployment of TSO500, ELIA, and molecular tumor board support.

TSO500; detect single nucleotide variants (SNV), INDELs, copy number alterations (CNAs), microsatellite instability (MSI), and tumor mutation burden (TMB) in eligible patients; ELIA software to interface clinic EMR to lab; Consultations and molecular tumor boards by molecular genetic pathologist (MGP)

Comprehensive Genomic Profile testing; ELIA software; Molecular Genetic Pathologist consultation

Minimal genetic testing for eligible patients or treatment without testing

limited genetic testing or no testing

Haydee Diaz, MBASCP

Lenee Bien-Willner, MS

Niyati Nathwani, MD

Gabriel A Bien-Willner, MD, PhD

The goal of this observational study is to measure and try to reduce leakage in precision medicine care in the community cancer clinic. The goal of precision medicine is to identify the best possible therapy the the patient based on the biology of the tumor. Leakage is defined as a failure or inefficiency of the system that leads to dropped or lost testing, reporting or action (including drug selection). It has been observed that there are healthcare disparities in the community setting compared to academic medical centers, particularly in the use of precision medicine. The main questions the study aims to answer are:

* How much leakage occurs in the use of precision medicine in the community setting?
* Can we reduce leakage by providing access to better tools and services typically found in the academic medical centers? Participants will not be directly impacted and will receive standard of care. Measurements will be made of how often physicians select the appropriate test for patients, and how often they select the most appropriate therapy for their patients before and after the implementation of tools created to reduce leakage.

We hope to reduce leakage in with the use of advanced tools and services, and use this study as a model to improve healthcare in the community cancer setting.

Precision Medicine in oncology requires the application of molecular diagnostic reporting to inform clinical decision making. However, its implementation has been slow and inefficient. Recent studies have demonstrated that contrary to new established standards of care and guidelines, eligible patients are often not getting the appropriate testing and test results are not being used appropriately to identify optimal therapies. This is especially true in the community oncology setting, resulting in healthcare disparities.

The investigators believe that the lack of efficiency and adoption of precision medicine is caused by "leakage" in the process of deploying genomic testing and reporting. Leakage is defined as a failure or inefficiency of the system that leads to dropped or lost testing, reporting or action (including drug selection). Evidence suggests that leakage occurs at many steps of the process, and it is much more common in the community setting. A great deal of leakage occurs in the handling of ordering, retrieving, and tracking of external testing for necessary molecular diagnostic tests, the lack of integration between ordering facility and the laboratory, and a lack of expertise with understanding the complex reports.

This study aims to supply a community oncology practice with expertise, best-in-class testing, and integrative solutions to try to reduce leakage and reduce care disparities between the community clinic and large academic cancer centers.

This study will include a retrospective component, where the investigators will measure leakage (a predefined series of metrics)at a community cancer center over a six month period.

The investigators will then deploy a series of tools and services, including:

* Molecular Genetic Pathology expertise for tumor boards and case support
* Access to a best-in-class molecular test (TSO500)
* A software solution to improve data access between the clinic and lab (EMR-Lab Integration Application, ELIA) that was especially designed to reduce leakage in the community cancer care setting.

These services will be implemented for at least one year. The investigators will then remeasure the metrics over a year and see if there is a decrease in leakage.

It is expected that the deployment of expertise, improved testing, and improved data access and communication will reduce leakage and lead to improved patient care and outcomes. It is hoped that this will serve as a model to decrease healthcare disparities in cancer patients in the community setting.

Formalin-fixed, paraffin-embedded tumor material for clinical testing, extracted DNA and RNA

Molecular Services and EMR-Lab Integration Application (ELIA) for Reducing Healthcare Disparities in Cancer Patients

Molecular Services and EMR-Laboratory Integration Application (ELIA) for Reducing Leakage and Improving Healthcare Disparities in Cancer Patients

Demonstration that deployment of SOC services and ELIA improves % of eligible patients placed on appropriate targeted therapies according to guidelines

Demonstration that standard-of-care services and ELIA improves turnaround times for getting actionable results, allowing physicians to make timely decisions.

defined as 1: FDA-approved targeted therapy on indication; 2- recommendation on non-FDA approved indication

percentage of patients getting the correct targeted treatment identified by testing

Study title	NCT ID	Conditions	Interventions	Eligibility	Organization	Link
Molecular Services and EMR-Lab Integration Application (ELIA) for Reducing Healthcare Disparities in Cancer Patients	NCT06090513	Advanced Cancer Solid Tumor, Ad... Myeloid Maligna...	Comprehensive G... limited genetic...	18 Years -	Bien-Willner Physicians Group PA
Molecular Services and EMR-Lab Integration Application (ELIA) for Reducing Healthcare Disparities in Cancer Patients	NCT06090513	Advanced Cancer Solid Tumor, Ad... Myeloid Maligna...	Comprehensive G... limited genetic...	18 Years -	Bien-Willner Physicians Group PA

Spots Global Cancer Trial Database for comprehensive genomic profile testing; elia software; molecular genetic pathologist consultation