Liquid Biopsy Based NGS in Newly Diagnosed NSCLC
iNUDGE
iNUDGE: INtegration of liqUiD Biopsy Based Next Generation Gene sEquencing in Newly Diagnosed NSCLC - A Stepped Wedge Cluster Randomized Clinical Trial
2 other identifiers
interventional
260
1 country
6
Brief Summary
This study expands the application of an electronic health record (EHR) "nudge" used to prompt physicians' clinical practice to order molecular testing at the time of initial diagnosis for patients with specific types of advanced lung cancer. The primary goal is to have these test results available prior to starting treatment so that physicians can make molecularly-informed treatment decisions. The second goal is to better understand factors that contribute to whether or not the EHR-nudge implementation is successful.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for not_applicable
Started Jun 2023
Longer than P75 for not_applicable
6 active sites
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
Click on a node to explore related trials.
Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
April 7, 2023
CompletedFirst Posted
Study publicly available on registry
May 11, 2023
CompletedStudy Start
First participant enrolled
June 15, 2023
CompletedPrimary Completion
Last participant's last visit for primary outcome
February 27, 2026
CompletedStudy Completion
Last participant's last visit for all outcomes
December 31, 2026
ExpectedMarch 11, 2026
March 1, 2026
2.7 years
April 7, 2023
March 9, 2026
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Availability of comprehensive molecular test results prior to first line therapy for patients with newly diagnosed mNSq NSCLC
Were comprehensive molecular test results available prior to initiation of 1L therapy? (Yes/No)
Measured up to 6 weeks from initial diagnosis
Secondary Outcomes (7)
Successful EHR based nudge delivery
Measured up to 6 weeks from randomization
Turnaround time of delivery of provider focused alerts
Measured up to 6 weeks from randomization
Completion of comprehensive molecular testing & modality used
Measured up to 3 months from initial diagnosis
Reasons for failure to complete comprehensive molecular testing:
Measured up to 3 months from initial diagnosis
Time to molecularly informed treatment initiation
Measured up to 6 weeks from initial diagnosis
- +2 more secondary outcomes
Study Arms (3)
Penn Medicine New Jersey
OTHERAll sites with be randomized to implement the nudge at different points in time. Prospective data with be compared with each site's respective baseline numbers over a two-year period.
Penn Medicine Lancaster General Health
OTHERAll sites with be randomized to implement the nudge at different points in time. Prospective data with be compared with each site's respective baseline numbers over a two-year period.
Penn Presbyterian Medical Center
OTHERAll sites with be randomized to implement the nudge at different points in time. Prospective data with be compared with each site's respective baseline numbers over a two-year period.
Interventions
Electronic health record nudge which prompts physicians to order plasma-based NGS testing for eligible patients with newly diagnosed lung cancer.
Eligibility Criteria
You may qualify if:
- Participants with a histological, or cytological diagnosis of metastatic non-squamous (mNSq) non-small cell lung cancer (NSCLC) who have not yet received systemic treatment for metastatic disease.
- Participants must be seen at Lancaster General Health (LGH), Penn Presbyterian Medical Center (PPMC), Penn Medicine Cherry Hill (PMCH), Penn Medicine Princeton Health (PMPH), Penn Medicine Voorhees (PMV) or Penn Medicine Washington Township (PMWT) for mNSq NSCLC.
You may not qualify if:
- Participants with incomplete staging information.
- Children, pregnant women, fetuses, neonates, or prisoners are not included in this research study.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Charu Aggarwallead
- Eli Lilly and Companycollaborator
Study Sites (6)
Penn Medicine Cherry Hill
Cherry Hill, New Jersey, 08003, United States
Penn Medicine Princeton Health
Plainsboro, New Jersey, 08536, United States
Penn Medicine Washington Township
Sewell, New Jersey, 08080, United States
Penn Medicine Voorhees
Voorhees Township, New Jersey, 08043, United States
Penn Medicine Lancaster General Health
Lancaster, Pennsylvania, 17602, United States
Penn Presbyterian Medical Center
Philadelphia, Pennsylvania, 19104, United States
Related Publications (11)
Aggarwal C, Rolfo CD, Oxnard GR, Gray JE, Sholl LM, Gandara DR. Strategies for the successful implementation of plasma-based NSCLC genotyping in clinical practice. Nat Rev Clin Oncol. 2021 Jan;18(1):56-62. doi: 10.1038/s41571-020-0423-x. Epub 2020 Sep 11.
PMID: 32918064BACKGROUNDRolfo C, Mack P, Scagliotti GV, Aggarwal C, Arcila ME, Barlesi F, Bivona T, Diehn M, Dive C, Dziadziuszko R, Leighl N, Malapelle U, Mok T, Peled N, Raez LE, Sequist L, Sholl L, Swanton C, Abbosh C, Tan D, Wakelee H, Wistuba I, Bunn R, Freeman-Daily J, Wynes M, Belani C, Mitsudomi T, Gandara D. Liquid Biopsy for Advanced NSCLC: A Consensus Statement From the International Association for the Study of Lung Cancer. J Thorac Oncol. 2021 Oct;16(10):1647-1662. doi: 10.1016/j.jtho.2021.06.017. Epub 2021 Jul 8.
PMID: 34246791BACKGROUNDSingal G, Miller PG, Agarwala V, Li G, Kaushik G, Backenroth D, Gossai A, Frampton GM, Torres AZ, Lehnert EM, Bourque D, O'Connell C, Bowser B, Caron T, Baydur E, Seidl-Rathkopf K, Ivanov I, Alpha-Cobb G, Guria A, He J, Frank S, Nunnally AC, Bailey M, Jaskiw A, Feuchtbaum D, Nussbaum N, Abernethy AP, Miller VA. Association of Patient Characteristics and Tumor Genomics With Clinical Outcomes Among Patients With Non-Small Cell Lung Cancer Using a Clinicogenomic Database. JAMA. 2019 Apr 9;321(14):1391-1399. doi: 10.1001/jama.2019.3241.
PMID: 30964529BACKGROUNDRobert NJ, Espirito JL, Chen L, Nwokeji E, Karhade M, Evangelist M, Spira A, Neubauer M, Bullock S, Walberg J, Cheng SK, Coleman RL. Biomarker testing and tissue journey among patients with metastatic non-small cell lung cancer receiving first-line therapy in The US Oncology Network. Lung Cancer. 2022 Apr;166:197-204. doi: 10.1016/j.lungcan.2022.03.004. Epub 2022 Mar 10.
PMID: 35313244BACKGROUNDThompson JC, Yee SS, Troxel AB, Savitch SL, Fan R, Balli D, Lieberman DB, Morrissette JD, Evans TL, Bauml J, Aggarwal C, Kosteva JA, Alley E, Ciunci C, Cohen RB, Bagley S, Stonehouse-Lee S, Sherry VE, Gilbert E, Langer C, Vachani A, Carpenter EL. Detection of Therapeutically Targetable Driver and Resistance Mutations in Lung Cancer Patients by Next-Generation Sequencing of Cell-Free Circulating Tumor DNA. Clin Cancer Res. 2016 Dec 1;22(23):5772-5782. doi: 10.1158/1078-0432.CCR-16-1231. Epub 2016 Sep 6.
PMID: 27601595BACKGROUNDLeighl NB, Page RD, Raymond VM, Daniel DB, Divers SG, Reckamp KL, Villalona-Calero MA, Dix D, Odegaard JI, Lanman RB, Papadimitrakopoulou VA. Clinical Utility of Comprehensive Cell-free DNA Analysis to Identify Genomic Biomarkers in Patients with Newly Diagnosed Metastatic Non-small Cell Lung Cancer. Clin Cancer Res. 2019 Aug 1;25(15):4691-4700. doi: 10.1158/1078-0432.CCR-19-0624. Epub 2019 Apr 15.
PMID: 30988079BACKGROUNDAggarwal C, Thompson JC, Black TA, Katz SI, Fan R, Yee SS, Chien AL, Evans TL, Bauml JM, Alley EW, Ciunci CA, Berman AT, Cohen RB, Lieberman DB, Majmundar KS, Savitch SL, Morrissette JJD, Hwang WT, Elenitoba-Johnson KSJ, Langer CJ, Carpenter EL. Clinical Implications of Plasma-Based Genotyping With the Delivery of Personalized Therapy in Metastatic Non-Small Cell Lung Cancer. JAMA Oncol. 2019 Feb 1;5(2):173-180. doi: 10.1001/jamaoncol.2018.4305.
PMID: 30325992BACKGROUNDShelton RC, Chambers DA, Glasgow RE. An Extension of RE-AIM to Enhance Sustainability: Addressing Dynamic Context and Promoting Health Equity Over Time. Front Public Health. 2020 May 12;8:134. doi: 10.3389/fpubh.2020.00134. eCollection 2020.
PMID: 32478025BACKGROUNDRendle KA, Abramson CM, Garrett SB, Halley MC, Dohan D. Beyond exploratory: a tailored framework for designing and assessing qualitative health research. BMJ Open. 2019 Aug 27;9(8):e030123. doi: 10.1136/bmjopen-2019-030123.
PMID: 31462482BACKGROUNDKane H, Lewis MA, Williams PA, Kahwati LC. Using qualitative comparative analysis to understand and quantify translation and implementation. Transl Behav Med. 2014 Jun;4(2):201-8. doi: 10.1007/s13142-014-0251-6.
PMID: 24904704BACKGROUNDWhitaker RG, Sperber N, Baumgartner M, Thiem A, Cragun D, Damschroder L, Miech EJ, Slade A, Birken S. Coincidence analysis: a new method for causal inference in implementation science. Implement Sci. 2020 Dec 11;15(1):108. doi: 10.1186/s13012-020-01070-3.
PMID: 33308250BACKGROUND
Study Officials
- PRINCIPAL INVESTIGATOR
Charu Aggarwal, MD, MPH
Penn Medicine
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- NONE
- Masking Details
- This intervention is directed towards physicians. Individuals will not be randomized.
- Purpose
- HEALTH SERVICES RESEARCH
- Intervention Model
- SEQUENTIAL
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR INVESTIGATOR
- PI Title
- Leslye M. Heisler Associate Professor of Lung Cancer Excellence and Associate Director, Penn Center for Precision Medicine
Study Record Dates
First Submitted
April 7, 2023
First Posted
May 11, 2023
Study Start
June 15, 2023
Primary Completion
February 27, 2026
Study Completion (Estimated)
December 31, 2026
Last Updated
March 11, 2026
Record last verified: 2026-03
Data Sharing
- IPD Sharing
- Will not share
A Clinical Study Report will be made available to the study sponsor.