Evidence map›Paper›PMID 40417400›Full record

ArticleJAMIA open2025

Automated multi-instance REDCap data synchronization for NIH clinical trial networks.

Meredith C B Adams, Cody Hudson, Wanchi Chen, Robert W Hurley, Umit Topaloglu

Abstract read
In one paragraph

Article in JAMIA open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Meredith C B AdamsDepartment of Anesthesiology, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, United States.ORCID https://orcid.org/0000-0002-3969-4279
Cody HudsonDepartment of Comprehensive Cancer Center, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, United States.
Wanchi ChenDepartment of Cancer Biology, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, United States.
Robert W HurleyDepartment of Anesthesiology, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, United States.ORCID https://orcid.org/0000-0001-6591-9390
Umit TopalogluDepartment of Cancer Biology, Wake Forest University School of Medicine, Medical Center Boulevard, Winston-Salem, NC 27157, United States.ORCID https://orcid.org/0000-0002-3241-8773

Funding

Integrated Care for Chronic Pain and Opioid Use Disorder: The IMPOWR Research Center at Montefiore/Einstein (IMPOWR-ME)RM1DA055437 · NIDA · ALBERT EINSTEIN COLLEGE OF MEDICINE · PI ARNSTEN, JULIA H., GABBAY, VILMA · 2021 to 2025
$13.7M
HEAL Initiative: Integrative Management of chronic Pain and OUD for Whole Recovery (IMPOWR): Research CentersRM1DA055310 · NIDA · YALE UNIVERSITY · PI BARRY, DECLAN T., BECKER, WILLIAM C · 2021 to 2025
$12.9M
Tailored Retention and Engagement for Equitable Treatment of OUD and Pain (TREETOP)RM1DA055311 · NIDA · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI HAMM, MEGAN, MERLIN, JESSICA S · 2021 to 2025
$12.7M
Integrative Treatment for Achieving Holistic Recovery from Comorbid Chronic Pain and Opioid Use DisorderRM1DA055301 · NIDA · UNIVERSITY OF NEW MEXICO · PI PEARSON, MATTHEW RYAN, WITKIEWITZ, KATIE A · 2021 to 2025
$10.5M
Multilevel Interventions to Reduce Harm and Improve Quality of Life for Patients on Long Term Opioid Therapy - Yale Resource Center (MIRHIQL-YRC)U24DA058673 · NIDA · YALE UNIVERSITY · PI WILLIAM C BECKER, Anne C. Black · 2023 to 2026
$6.4M
MIRHIQL Resource Center for Improving Quality of Life with Chronic Pain (MRC)R24DA058606 · NIDA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI ADAMS, MEREDITH C. B., HURLEY, ROBERT WILLSON · 2023 to 2023
$6.0M
WF DISC: Navigating Data Solutions for Chronic Pain and Opioid Use DisorderU24DA057612 · NIDA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI MEREDITH C. B. ADAMS · 2022 to 2026
$5.6M
Optimizing Patient-Centered Opioid Tapering with Mindfulness-Oriented Recovery EnhancementR01DA058621 · NIDA · UNIVERSITY OF UTAH · PI Nina Cooperman, Eric Lee Garland · 2023 to 2026
$4.6M
Integrating Tailored Postoperative Opioid Tapering and Pain Management Support for Patients on Long-Term Opioid Use Presenting for Spine Surgery (MIRHIQL)R01DA058694 · NIDA · STANFORD UNIVERSITY · PI Jennifer Hah · 2023 to 2026
$4.5M
Sequential Trial of Adding Buprenorphine, Cognitive Behavioral Treatment, and Transcranial Magnetic Stimulation to Improve Outcomes of Long-Term Opioid Therapy for Chronic Pain (ACTION)R01DA058620 · NIDA · MEDICAL UNIVERSITY OF SOUTH CAROLINA · PI Kelly S. Barth, Jeffrey J Borckardt · 2023 to 2026
$4.4M
Implementation and Effectiveness of Mindfulness Oriented Recovery Enhancement as an Adjunct to Methadone Treatment for Opioid Use DisorderR01DA056537 · NIDA · RUTGERS BIOMEDICAL AND HEALTH SCIENCES · PI Nina Cooperman, Eric Lee Garland · 2022 to 2026
$3.4M
Wake Forest IMPOWR Dissemination Education and Coordination Center (IDEA-CC)R24DA055306 · NIDA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI ADAMS, MEREDITH C. B. · 2021 to 2023
$3.3M
NIDA NIH HHS R01 DA056045NIDA NIH HHS R01 DA056537NIDA NIH HHS R01 DA058620NIDA NIH HHS R01 DA058621NIDA NIH HHS R01 DA058694NIDA NIH HHS R24 DA055306NIDA NIH HHS R24 DA058606NIDA NIH HHS R25 DA061740NIDA NIH HHS RM1 DA055301NIDA NIH HHS RM1 DA055310NIDA NIH HHS RM1 DA055311NIDA NIH HHS RM1 DA055437NIDA NIH HHS U24 DA057612NIDA NIH HHS U24 DA058673
6 · The paper itself

Abstract

Objectives: The main goal is to develop an automated process for connecting Research Electronic Data Capture (REDCap) instances in a clinical trial network to allow for deidentified transfer of research surveys to cloud computing data commons for discovery. Materials and Methods: To automate the process of consolidating data from remote clinical trial sites into 1 dataset at the coordinating/storage site, we developed a Hypertext Preprocessor script that operates in tandem with a server-side scheduling system (eg, Cron) to set up practical data extraction schedules for each remote site. Results: The REDCap Application Programming Interface (API) Connection provides a novel implementation for automated synchronization between multiple REDCap instances across a distributed clinical trial network, enabling secure and efficient data transfer between study sites and coordination centers. Additionally, the protocol checker allows for automated reporting on conforming to planned data library protocols. Discussion: Working from a shared and accepted core library of REDCap surveys was critical to the success of this implementation. This model also facilitates Institutional Review Board (IRB) approvals because the coordinating center can designate which surveys and data elements to be transferred. Hence, protected health information can be transformed or withheld depending on the permission given by the IRB at the coordinating center level. For the NIH HEAL clinical trial networks, this unified data collection works toward the goal of creating a deidentified dataset for transfer to a Gen3 data commons. Conclusion: We established several simple and research-relevant tools, REDCAP API Connection and REDCAP Protocol Check, to support the emerging needs of clinical trial networks with increased data harmonization complexity.

Indexed as

Application Programming Interfacechronic painopioid useREDCap

Identifiers

PMID40417400
PMCPMC12103109

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.