September 13, 2019: ADAPTABLE Recruitment and Follow-up: Health Plan Research Network Engagement (Kevin Haynes, PharmD, MSCE)

Speaker

Kevin Haynes, PharmD, MSCE
Principal Scientist
HealthCore, Inc.

Topic

ADAPTABLE Recruitment and Follow-up: Health Plan Research Network Engagement

Keywords

Real-world evidence; Real-world data; Study design; Claims data; ADAPTABLE; Patient recruitment; Pragmatic clinical trial; Electronic health record; Informed consent; Learning health system

Key Points

  • We need integrated EHR data and claims data in order to close evidence gaps in observational pharmacoepidemiology studies and comparative effectiveness trials.
  • The health plan claims data environment can be leveraged to support real-world evidence studies.
  • An integrated health plan network database can be a resource for data about eligibility, lab test results, and pharmacy claims. In a pragmatic clinical trial, using health plan data can provide a longitudinal electronic approach to endpoint ascertainment.

Discussion Themes

Have you had a chance to do any cost analysis of this high-volume, low-touch method of recruitment?

In the ADAPTABLE enrollment portal, it seems the biggest chunk of time (reading about the study) came before the screening questions. Do you think swapping the order might have improved enrollment?

Read more about the ADAPTABLE pragmatic trial.

Tags

#pctGR, @Collaboratory1, @HealthCoreRWE

September 13, 2019: HiLo Awarded Continuation From Planning to Implementation Phase

The investigators of HiLo, an NIH Collaboratory Trial, have received approval to move from the planning phase to the implementation phase of their study. Congratulations to Dr. Myles Wolf and the HiLo study team for their excellent work!

HiLo (Pragmatic Trial of Higher vs. Lower Serum Phosphate Targets in Patients Undergoing Hemodialysis) is designed to answer the question of what is the optimal level of serum phosphate for patients with end-stage renal disease (ESRD) who are undergoing hemodialysis. In an effort to improve clinical outcomes, current practice guidelines advocate aggressive treatment of high blood phosphate to near normal levels using dietary phosphate binders and restrictive diets. Yet, the optimal phosphate target remains unknown, and potential harms of aggressive treatment have not been definitively identified. HiLo is the first formal clinical research study to evaluate this important question. The study team is planning the first wave of site activations with the goal of beginning enrollment at 10 dialysis centers in the Raleigh-Durham area in October or November.

We recently asked Dr. Wolf to reflect on the transition of the HiLo trial.

Were there any surprises during the study’s planning phase?

How much work was required to plan a large pragmatic trial! Fortunately, we have a superb team of investigators and study staff who are deeply invested in the trial, deep expertise at the Duke Clinical Research Institute, full engagement of our partners at DaVita and the University of Utah, invaluable insight from our Patient Ambassadors from the American Association of Kidney Patients, and unwavering support from the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) and the NIH Collaboratory.

What is an example of a challenge that you were able to overcome with the help of a Core group?

The Ethics and Regulatory Core helped us work through unique challenges related to obtaining individual-level informed consent in a cluster-randomized trial. The Biostatistics and Study Design Core and a number of outside statistical consultants helped us identify a novel solution for designing and analyzing a primary outcome of the trial that best aligns with the study’s clinical goal.

“We hope that the experience we gained from HiLo related to application of novel methods for pragmatic trials will stimulate further innovation and enhance the design of future studies in our field, ultimately for the benefit of kidney patients.” – Dr. Myles Wolf, PI of HiLo

What other key challenges have you faced?

We learned from the Ambassadors on our Patients Advisory Group about how important it will be to convince dialysis facility staff and patients that it is justified and important for the study to reevaluate what has been dogma in ESRD treatment: that serum phosphate must be lowered aggressively. We have had to grapple with how to deploy an electronic process to obtain informed consent remotely—a first in U.S. dialysis studies—given that we will not have on-site study coordinators in the participating dialysis facilities. We also had to develop, refine, and defend our use of a newer statistical approach to HiLo’s primary hierarchical composite outcome of all-cause mortality and all-cause hospitalizations. The approach, which is gaining traction in other areas, has not been used in large-scale trials in nephrology. While the process of preparing for this trial was long and required substantial hard work from a large team of investigators and study staff, we hope that the experience we gained from HiLo related to application of novel methods for pragmatic trials will stimulate further innovation and enhance the design of future studies in our field, ultimately for the benefit of kidney patients.

What words of advice do you have for investigators conducting their first embedded PCT?

Get to know the people—patients and professionals—who need to be invested and will be affected by your study and its outcomes. Understand their interests and concerns even if it goes against what you think you know. These early conversations will help identify hurdles at a time when they can be readily addressed and the study enhanced. Be patient and be prepared to work, and work some more. And ask for more money … pragmatic plus more resources is still pragmatic!

Additional details about the study are on the HiLo website.

NIH Collaboratory Trials begin with a 1-year, milestone-driven planning phase. Projects become eligible to move to the implementation phase after an administrative review of progress toward scientific milestones and feasibility requirements. Throughout the process, the project team interacts with the Core Working Groups and investigators from the other NIH Collaboratory Trials.

HiLo is supported within the NIH Collaboratory by a cooperative agreement from the NIDDK and receives logistical and technical support from the NIH Collaboratory Coordinating Center. Read more about HiLo in the Living Textbook, and learn more about the NIH Collaboratory Trials.

September 6, 2019: Transforming Medical Evidence Generation with Technology-Enabled Trials (Matthew T. Roe, MD MHS)

Speaker

Matthew T. Roe, MD, MHS
Senior Investigator, Professor of Medicine
Duke Clinical Research Institute

Topic

Transforming Medical Evidence Generation with Technology-Enabled Trials

Keywords

Mobile clinical trials; Real-world evidence; Real-world data; Study design; Regulatory oversight; Digital health; Mobile health applications; Biosensors; Electronic health records

Key Points

  • Digital health applications and electronic health records provide tremendous opportunities for improving trial efficiencies, broadening patient participation, and reducing cost.
  • Novel approaches that can help reduce data collection burden for study sites include importing EHR data directly into the trial database, collecting patient-reported outcomes through web-based portals, and incorporating digital health data from wearables and biosensors.
  • To realize the potential of new technology, cross-sectional partnerships are needed among research participants, researchers, biopharma device industries, professional medical associations, insurers, FDA, clinicians, health IT, contract research organizations, and health systems.

Discussion Themes

How many potential patients might we lose if having a smart phone is an inclusion criterion for a clinical study?

How can we ensure that the clinical trial infrastructure is inclusive of minority populations, especially those in rural settings?

What is the role of physicians in reaching a large number of participants who are not near an academic research center?

Ultimately, in clinical trials, the data are what matter and what decisions are based on. We need to understand data quality and standards for the data to be accepted.

Read more about digital health at FDA’s Digital Health website.

Tags

#pctGR, @Collaboratory1, @MTRHeart

August 16, 2019: Introducing the Digital Medicine Society (Andy Coravos, MBA, Jen Goldsack, MS, MBA)

Speakers

Andy Coravos
CEO, Elektra Labs
Fellow, Harvard-MIT Center for Regulatory Science
Co-founder, Digital Medicine Society (DiMe)

Jen Goldsack, MS, MBA
Interim Executive Director, DiMe
Portfolio, Strategy & Ops, HealthMode

Topic

Introducing the Digital Medicine Society

Keywords

Digital medicine; Mobile health; Digital technologies; Wearable health devices; Connected devices; Cybersecurity

Key Points

  • Digital medicine is a rapidly evolving field that is by nature multidisciplinary and introduces new considerations for the healthcare community.
  • The Digital Medicine Society (DiMe) sits at the intersection of two communities: healthcare and technology. The Society is helping to move the field of digital medicine forward by developing a common language for diverse stakeholders from engineers and ethicists to payers and providers.
  • The U.S. healthcare system has strong protections for patients’ biospecimens like blood or genomic data, but what about digital specimens?

Discussion Themes

Are digital medical technologies worthy of the trust we place in them?

Should there be a Hippocratic Oath for manufacturers, organizations, and individuals delivering care through connected medical devices?

Read more about the emerging field of digital medicine and learn more about the Digital Medicine Society (DiMe), the professional home for those who practice and develop products in the digital era of medicine.

Tags

#DigitalMedicine, #pctGR, @Collaboratory1, @_DiMeSociety

August 2, 2019: AI and the Future of Psychiatry (Murali Doraiswamy, MBBS)

Speaker

Murali Doraiswamy, MBBS
Professor of Psychiatry and Behavioral Sciences
Duke School of Medicine

Topic

AI and the Future of Psychiatry

Keywords

Artificial intelligence; Machine learning; Psychiatry; Ethical adoption of technologies; Mental health; Wearables; Mobile health

Key Points

  • There is growing evidence from randomized controlled trials of the efficacy of using digital tools in mental health diagnosis and treatment.
  • Could artificial intelligence (AI) and machine learning technologies be used to:
    • Reduce the stigma associated with mental health treatment?
    • Predict the risk for future suicide?
    • Detect Alzheimer’s years before diagnosis?
  • Categories of AI applications include low-risk apps that measure but do not diagnose, and apps used in diagnosis or treatment that must meet the same high standards of evidence as medications.
  • Clinicians still struggle with how to integrate patient data from wearable devices. AI technology might help if it could be used to synthesize the data into a risk profile for an individual.

Discussion Themes

What are the roles of stress, exercise, and sleep in mental health, and can autonomic data from wearables help explain the variance in mental health symptoms?

To develop evidence thresholds for AI, we need larger scale public-private partnerships as well as pragmatic trials addressing key clinical questions.

Read more from Dr. Doraiswamy in How to Use Technology Ethically to Increase Access to Mental Healthcare.
Tags

#AI, #pctGR, @Collaboratory1

June 28, 2019: Moving Beyond Return of Research Results to Return of Value (Consuelo Wilkins, MD, MSCI)

Speaker

Consuelo H. Wilkins, MD, MSCI
Vice President for Health Equity, Vanderbilt University Medical Center
Executive Director, Meharry-Vanderbilt Alliance

Topic

Moving Beyond Return of Research Results to Return of Value

Keywords

Health outcomes; Research results; Patient preferences; Value of information

Key Points

  • In returning value to research participants, results are shared with added context, are prioritized by each participant, include specific suggestions for relevant actions, and incorporate participant recommendations and preferences.
  • Data captured for research purposes, including EHR data, vital signs, and genetic data, can be repurposed and reoriented for study participants.
  • Participants are more likely to trust research if results are returned—and they are more likely to participate again.

Discussion Themes

We need to return study results that are informed by participants, and we need to design approaches for accessing and understanding results that participants will want to use.

We should think carefully about risk mitigation when returning research results for which there is a clear next step or action for the participant.

Read more about understanding what information is valued by research participants in a recent article by Dr. Wilkins and colleagues in Health Affairs.

Tags

#pctGR, @Collaboratory1, @drchwilkins, @vumchealth

July 2, 2019: New Living Textbook Section on Inpatient Endpoints in Pragmatic Clinical Trials

A new section in the Living Textbook describes the considerations for using “real-world” data for inpatient-based event ascertainment. There are many sources for acquiring this information, and they have different time lags in their availability and varying degrees of error and bias. In order to use inpatient endpoints in pragmatic clinical trials, these factors must be understood during the design, conduct, and analysis phases of an embedded pragmatic clinical trial.

“The pragmatic trial community needs to collectively determine which endpoints are relevant for pragmatic trials, how they can be measured and validated, and how the accuracy of these measurement methods may impact hypothesis testing sample size estimates.” —Eisenstein et al 2019

Topics in the chapter include:

  • Pragmatic trial inpatient endpoints
  • Inpatient event data sources
  • Patient-reported data
  • Secondary data sources: EHR
  • Secondary data sources: claims
  • Case studies: ICD-Pieces, TRANSFORM-HF, ADAPTABLE, and TRANSLATE ACS
  • Data source accuracy

 

June 21, 2019: A Polypill Strategy for Cardiovascular Prevention in Underserved Populations–Can We Bridge the Gap? (Daniel Munoz, MD, MPA, Thomas Wang, MD)

Speakers

Daniel Muñoz, MD, MPA
Assistant Professor of Medicine
Division of Cardiology
Vanderbilt University Medical Center

Thomas J. Wang, MD
Professor of Medicine
Gottlieb C. Friesinger II Chair in Cardiovascular Medicine
Director, Division of Cardiovascular Medicine
Vanderbilt University Medical Center
Physician-in-Chief, Vanderbilt Heart & Vascular Institute

Topic

A Polypill Strategy for Cardiovascular Prevention in Underserved Populations–Can We Bridge the Gap?

Keywords

Cardiovascular health; Prevention; Underserved populations; Health disparities; Southern Cohort Community Study (SCCS); Health outcomes

Key Points

  • Despite therapeutic advances in preventing cardiovascular disease, risk factors (blood pressure, cholesterol) and disease burden remain high in vulnerable populations.
  • Drivers of cardiovascular health disparities include inadequate access to healthcare, economic barriers, lifestyle and cultural barriers, and low adherence to medication.
  • A “polypill” strategy for prevention involves a once-daily, fixed-dose combination of 4 to 5 medications. The Southern Cohort Community Polypill Trial tested whether use of a polypill would control cardiovascular risk factors better than usual care in an at-risk U.S. primary prevention subpopulation.

Discussion Themes

The “prevention paradox” is that most people who get heart disease are at low predicted risk.

Which is the better approach to preventing cardiovascular disease—a high-risk, personalized approach or a pragmatic, population approach?

A federally qualified health clinic network can serve as an effective platform to study and address cardiovascular disease health disparities.

Read more about the SCCS Polypill Pilot Trial in a recent publication, Polypill for Cardiovascular Disease Prevention in an Underserved Population.

Tags

#pctGR, @Collaboratory1

June 14, 2019: Good Clinical Practice Guidance and Pragmatic Trials: Balancing the Best of Both Worlds in the Learning Health System (Robert Mentz, MD)

Speaker

Robert J. Mentz, MD, FACC, FAHA, FHFSA
Associate Professor
Director, Duke Cooperative Cardiovascular Society
Associate Program Director, Duke Cardiovascular Disease Fellowship
Duke University Medical Center and Duke Clinical Research Institute

Topic

Good Clinical Practice Guidance and Pragmatic Trials: Balancing the Best of Both Worlds in the Learning Health System

Keywords

International Council for Harmonization (ICH); Good clinical practice (GCP); Learning health system; Pragmatic clinical trials; Institutional review board (IRB); Research oversight; Regulatory issues; Quality by design (QbD)

Key Points

  • Good clinical practice (GCP) guidance details the responsibilities, procedures, and recording that are necessary for appropriate trial conduct; for example, conducting the trial in accordance with an IRB-approved protocol with appropriate adverse event monitoring and reporting.
  • There is an urgent need to streamline randomized trials. Key obstacles are lack of transparency, lack of representativeness, and lack of evidence of competence.
  • In the United States, clinical investigators must abide by guidance from FDA, HHS, and ICH-GCP. Yet it is hard for investigators to keep track and to know how GCP applies to their study.
  • GCP as an overall construct is useful, but it does not deal well with issues particular to pragmatic trials or trials outside the FDA-regulated world.

Discussion Themes

With embedded pragmatic trials, informed consent is more nuanced. New considerations and approaches for consent have arisen since ICH GCP first came into effect.

Establishing quality by design will take time, effort, and educating IRBs to understand how QbD can be used to avoid errors in a trial and collect data that is fit-for-purpose.

It’s crucial that trials address an important question, answer that question reliably, and keep participants safe.

Read more about Dr. Mentz’s study of GCP and pragmatic trials.

Tags

#pctGR, @Collaboratory1, @RobMentz

May 31, 2019: Adapting Clinical Trial Design to Meet the Needs of Learning Health Systems (Harriette Van Spall, MD, MPH)

Speaker

Harriette G.C. Van Spall, MD, MPH, FRCPC
Associate Professor of Medicine
Department of Medicine, Division of Cardiology
Department of Health Research Methods, Evidence, and Impact
McMaster University
Population Health Research Institute

Topic

Adapting Clinical Trial Design to Meet the Needs of Learning Health Systems

Keywords

Learning health system; Pragmatic clinical trial; Patient-Centered Care Transitions in Heart Failure (PACT-HF); Heart failure; Stepped-wedge cluster trial

Key Points

  • Characteristics of a learning health system include:
    • Possessing a culture of knowledge and quality improvement
    • Encouraging research innovation by embedding research into clinical practice and generating knowledge at the point of care
    • Harnessing data from electronic health records and claims/administrative databases
    • Fostering trust between research and clinical teams
    • Engaging patients, clinicians, and key stakeholders
  • The Patient-Centered Care Transitions in Heart Failure (PACT-HF) trial evaluated the effectiveness of a group of transitional care services in patients hospitalized for HF within a publicly funded healthcare system.
  • Challenges of a learning health system include integrating care, intervention, and communications across silos; streamlining workflow; preventing “contamination” of usual care; and the limited interoperability of EHRs and slow updates to claims/administrative datasets.

Discussion Themes

Efficacy in explanatory randomized clinical trials (RCTs) does not equate to effectiveness in real-world settings.

Decisions about implementation of an intervention are not made “live”; you must wait until the study has ended, all the data are available for analysis, and analysis is complete before you can inform decision-maker partners about the risks and benefits of the intervention.

Read more about the PACT-HF study and results in JAMA Network (Van Spall et al. 2019)

Tags

#pctGR, @Collaboratory1