digital tools for narrowing the gap between clinical ... · director science & innovation....
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PROF DR FREIMUT SCHLIESS
Digital Tools for Narrowing the Gap between Clinical Research and Clinical Care
4th International QI Forum
• June 2020 a pre-IS
Qua conference
Digitalization & Quality Improvement:Challenges for Better Health Outcomes
@evaplanHealth #QIForum2020
Freimut Schliess,a Cindy Dopierala,b Thibault Parmentier,b Stéphanie de Marco,bUlrich Froriep,c Malte Jacobsen,d Katharina Schütt,d Constance Stegbauer,e Anna Hentschel,e Julia Hoxha,f Francois Recorbet,g
Björn Broge,eJoachim Szecsenyi,e Marc Lemaire,b Dirk Müller-Wieland,d Nikolaus Marx,d Philippe Cinquin,h
Charles Clemens Ruling,i Leona Plum-Mörschel,j Sascha Heckermann,a Lutz Heinemann,a Tim Heisea
aProfil GmbH, bSentinHealth SAS, cFraunhofer ITEM, dRWTH Aachen, eaQua GmbH, fZana Technologies GmbH, gPrYv S.A., hUniversité Grenoble Alpes, iGrenoble Ecole de Management, jProfil Mainz GmbH & Co. KG
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Prof. Dr. Freimut SchliessDirector Science & Innovation
Profil Institut für Stoffwechselforschung GmbH (www.profil.com)Neuss · Germany
Digital Tools for Narrowing the Gap betweenClinical Research & Clinical Care
4th International QI Forum · 11-12 June 2020 · Heidelberg · Germany · @evaplanHealth #QIForum2020
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www.profil.com
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Profil is a full service CRO performing early phase clinical trialswith a strong focus on
obesity, (pre)diabetes, and diabetes complications
2 inhouse CRUs>80 test beds
RegulatoryAffairs
Data Management & Statistics
Huge recruitmentcapabilities>400 employees
CardiovascularResearch
Pharmacology
Metabolicward
Medical devicedevelopment
Medical TechnologyGMP-certified
pharmacy
www.profil.com
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Heise T. et al. 2016, Diabetes Obes. Metab. 18(19):962-972Benesch C. et al. 2015, J. Diabetes Sci. Technol. 9(4):297-800.
clamp.art
Inhouse development and proprietary technology of Profil
CE Mark certified class IIb medical device
Central remote monitoring of clinical experiments
Parallel & quantitative assessment of Insulin (analogues) time-action profilesInsulin sensitivityBeta cell functionEndogenous glucose productionCGM systems
www.profil.com
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Agenda
The efficacy-to-effectiveness (E2E) gap
Lack of data problem in clinical research and clinical care
Implementing digital tools for narrowing the E2E gap: it’s all about collaborationEIT Health public-private-partnershipExample: CLOSEExample: RealWorld4ClinicExample: iPDM-GO
Concluding remarks
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The efficacy-to-effectiveness (E2E) gap
Lack of data problem in clinical research and clinical care
Implementing digital tools for narrowing the E2E gap: it’s all about collaborationEIT Health public-private-partnershipExample: CLOSEExample: RealWorld4ClinicExample: iPDM-GO
Concluding remarks
The efficacy-to-effectiveness (E2E) gap
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The efficacy-to-effectiveness (E2E) gap
Selker, H.P., Eichler, H.G. et al., Clin. Pharmacol. Ther. 105(4):867-866, 2019Eichler, H.G. et al. Nat. Rev. Drug Discov. 10(7):495-506, 2011
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Edelman, S.V. & Polonski, W.H. 2017, Diabetes Care 40:1425-1432Eichler, H.G. et al. 2011, Nat. Rev. Dug Disov. 10:495-506O’Connor, P.J. et al. 2005, Advancves in Patient Safety, Rockville
Real-World Treatment Effect Modifiers
50% Physicians
30% Patients
20% System
Lack of timeReactive careGeneralizing guidelines
Low health literacyFrailty, co-morbid conditionsPolypharmacy
Fragmentation of healthcareFee for serviceNo disease registry
The efficacy-to-effectiveness (E2E) gap
Glycemic control quality in diabetes
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The efficacy-to-effectiveness (E2E) gap
Lack of data problem in clinical research and clinical care
Implementing digital tools for narrowing the E2E gap: it’s all about collaborationExample: CLOSEExample: RealWorld4ClinicExample: iPDM-GO
Concluding remarks
Real-world data for better decision making
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We have a lack of data problem
low predictive value of clinical trialsClinical research
Liu, C.Y et al. A novel approach to drug development in heart failure: towards personalized medicine. Can. J. Cardiol. 30(3):288-295 Selker, H.P., Eichler, H.G. et al. Efficacy and Effectiveness too trials: clinical trial designs to generate evidence on efficacy and on effectiveness in wide practice, Clin. Pharmacol. Ther. 105(4):857-888, 2019Lo, C. Conting the costs of failure in drug development. Pharmaceutical Technology. June 19, 2017European Commission & OECD: Health at a glance report. November 22, 2018 Onakpoya, I.J et al. Post-marketing withdrawal of 462 medicinal products because of adverse drug reactions: a systematic review of the world literature. BMC Medicine 14:10, 2016
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Real-world data for better decision making
earlier prediction of late phase & real-world outcomesClinical research
https://www.openaccessgovernment.org/realworld4clinic-clinical-research/81957/
Continuous gathering and AI-powered exploitation of real-world data on
Safety & tolerabilityPharmacodynamic efficiencyPatient-reported outcomes
Clinical CROData Management & Statistics integrated, fully compliant Data Sciences Services
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We have a lack of data problem
Emergency hospitalization in Heart Failure 46 Bio € (US & EU)
Within 5 years up to 50% of people with diabetes hospitalized for Heart Failure decompensation die
Liu, C.Y et al. A novel approach to drug development in heart failure: towards personalized medicine. Can. J. Cardiol. 30(3):288-295European Society of Cardiology (Auriccio, A. et al., Eur. J. Heart Failure 12(12):1363-1371, 2010)CDC Centers of Disease Control and Prevention, May 16, 2019Ofstad, et al. 2013; Heart Fail. Rev. 23(3):303-323. Maggioni, A.P. et al. Epidemiology of heart failure in Europe. Heart Fail. Clin. 11(4):625-535, 2015European Commission & OECD: Health at a glance report. November 22, 2018
reactive crisis managementClinical care
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proactive crisis preventionClinical care
Real-world data for better decision making
https://www.openaccessgovernment.org/realworld4clinic-clinical-research/81957/
Gathering and AI-powered exploitation of real-world data in tele-cardiology on
Cardio-respiratory healthLocomotor activityPatient-reported outcomes
Heart failure patient journeyLess outpatient visitsFewer days in the hospital
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Wearables in clinical research & clinical care
Non-invasive monitoring of vital signs with wearables
Jacobsen, M. et al. J. Diabetes Sci. Technol. 2020 Feb 17;1932296820904947. doi: 10.1177/1932296820904947. Online ahead of print Affini Dicenzo, T. & Schliess, F. Open Acess Government 2020, https://www.openaccessgovernment.org/clinical-trials-and-clinical-care/85894/
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Wearables in clinical research & clinical care
Clin. Pharmacol. Ther. 104(1):42-52, 2018
Mixed levels of clinical & analytical validation for use in pivotal clinical trials and chronic care – fitness for purpose, context of usepatient/clinical trial volunteer adherence to wearing the device
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Wearables in clinical research & clinical care
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Agenda
The efficacy-to-effectiveness (E2E) gap
Lack of data problem in clinical research and clinical care
Implementing digital tools for narrowing the E2E gap: it’s all about collaborationEIT Health public-private partnershipExample: CLOSEExample: RealWorld4ClinicExample: iPDM-GO
Concluding remarks
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EIT Health KIC
Profil is co-creator of EIT Health – a pan-European public-private network of best-in-class innovators backed by the European Union
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EIT Health partners collaborate across borders to deliver new solutions that can enable European citizens to live longer healthier lives
EIT Health focus areas
Bringing care homeReforming care pathwaysHealthcare transformation
Harnessing real-world dataHealth in the workplaceFostering healthier lives
EIT Health KIC
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Identifying unmet clinical and economic needs within complex healthcare systems
EIT Health KIC
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Identifying unmet clinical and economic needs within complex healthcare systems
Implementing innovation initiatives integrating
R&D, business creation & education
EIT Health KIC
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Value creation by addressing the needs of markets and societiesIdentifying unmet clinical and
economic needs within complex healthcare systems
Implementing innovation initiatives integrating
R&D, business creation & education
EIT Health KIC
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Example:
Schliess, F. et al., J. Diabetes Sci. Technol. 13(2):261-267, 2019https://eit-health.de/en/close/
Automated glucose controlat home for people with
chronic disease
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Example:
Schliess, F. et al., J. Diabetes Sci. Technol. 13(2):261-267, 2019https://eit-health.de/en/close/
Automated glucose controlat home for people with
chronic disease
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Example:
Schliess, F. et al., J. Diabetes Sci. Technol. 13(2):261-267, 2019https://eit-health.de/en/close/
Automated glucose controlat home for people with
chronic disease
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Example:
Schliess, F. et al., J. Diabetes Sci. Technol. 13(2):261-267, 2019https://eit-health.de/en/close/
Automated glucose controlat home for people with
chronic disease
plus
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Example:
Schliess, F. et al., J. Diabetes Sci. Technol. 13(2):261-267, 2019https://eit-health.de/en/close/
Needs orientation: APplus co-created at the heart of a French homecare service provision eco-system
Innovation meets key strategic interests of Air Liquide and Profil
Real-world clinical validation in homecare currently running1
Perspective
Medium-term: scaling up French paradigm towards APplusportfolios matching the diversity of persons with type 2 diabetes
Longer-term: transition towards interconnected health and social care
1NCT04233229
Automated glucose controlat home for people with
chronic disease
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Example:
Automated glucose controlat home for people with
chronic diseaseSchliess, F. et al., J. Diabetes Sci. Technol. 13(2):261-267, 2019
https://eit-health.de/en/close/Bremer, A.A. & Arreaza-Rubín, G., J. Diabetes Sci. Technol. 13(2):268-270, 2019
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Example:
Real-World Cardio-RespiratoryHealth Monitoring for Clinical
Contract Research & Tele-Cardiology
https://www.openaccessgovernment.org/realworld4clinic-clinical-research/81957/
RealWorld4Clinic Kickoff ∙ 10-11 February 2020 ∙ Grenoble, France
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Example:
Real-World Cardio-RespiratoryHealth Monitoring for Clinical
Contract Research & Tele-Cardiology
https://www.openaccessgovernment.org/realworld4clinic-clinical-research/81957/
Developing a class III medical sensor anchored to the fundus of the stomach in immediate proximity to the heart, the lung and the gastric tract to access multiple parameters
Ultimate ambition: making real-world monitoring of cardio-respiratory health a Standard in out-patient cardiology care
THE INNOVATIONListening from the gut
CLOUD
TELECARDIOLOGY
PATIENT
GATEWAY
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Example:
Real-World Cardio-RespiratoryHealth Monitoring for Clinical
Contract Research & Tele-Cardiology
https://www.openaccessgovernment.org/realworld4clinic-clinical-research/81957/
Smartphone-based communication platformPatient reported outcomes (PROMs) assessmentWeb-based data presentation dashboards tailored to clinical research and outpatient cardiology care
Web-based Platform forClinical Research & Outpatient Cardiology Care
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Example: Personal data lifecycle management platform
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Example:
Real-World Cardio-RespiratoryHealth Monitoring for Clinical
Contract Research & Tele-Cardiology
https://www.openaccessgovernment.org/realworld4clinic-clinical-research/81957/
Stepping stone approach to market launch: drug developmentsecured application environment, clear commercial casegeneration of user experiencedemonstration of regulatory and legal compliancegeneration of evidence, peer-reviewed publications
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Example:
Real-World Cardio-RespiratoryHealth Monitoring for Clinical
Contract Research & Tele-Cardiology
https://www.openaccessgovernment.org/realworld4clinic-clinical-research/81957/
Stepping stone approach to market launch: cardiologyInstruments for outcome prediction (payers) and performance measurement (outpatient cardiology care)Proactive tackling of ethical, legal and social issuesPerformance-related remuneration model
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Example:
https://www.openaccessgovernment.org/ipdm-diabetes-and-patient-care/75520/ ∙ https://eit-health.de/en/ipdm-go/
Integrated PersonalizedDiabetes Management Goes
Europe
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Example:
https://www.openaccessgovernment.org/ipdm-diabetes-and-patient-care/75520/ ∙ https://eit-health.de/en/ipdm-go/
Integrated PersonalizedDiabetes Management Goes
Europe
iPDM: structured and iterative six-step process cycle
Education & trainingStructured blood glucose assessmentdocumentation of glucose profilesdata analysis data-based treatment adaptiontreatment efficacy assessment
ProValue study program demonstrated real-world effectiveness of iPDM
Ceriello, A. et al. Diabetes Res. Clin. Pract. 98(1):5-10, 2012Kulzer, B. et al. J. Diabetes Sci. Technol. 10(3):772-781, 2016Kulzer, B. et al. Diabetes Res. Clin. Pract. 114:200-212, 2018Heinemann, L. et al. J. Diabetes Sci. Technol. 14(2):240-249, 2020
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Example:
https://www.openaccessgovernment.org/ipdm-diabetes-and-patient-care/75520/ ∙ https://eit-health.de/en/ipdm-go/
Integrated PersonalizedDiabetes Management Goes
Europe
Implementation in a Danish community setting for value-based healthcare Enhancement with a digital patient assessment toolUpscaling: geography, patient population, data types
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Example:
https://www.openaccessgovernment.org/ipdm-diabetes-and-patient-care/75520/ ∙ https://eit-health.de/en/ipdm-go/
Integrated PersonalizedDiabetes Management Goes
Europe
http://blog.profil.com/blog/profil-joined-ipdm-go
Research in iPDM enhancement, implementation and scalabilityconnects the AI-powered analysis of big population data with health economic modelling for enhancing iPDM patient assessment, treatment personalization and cost effectiveness.
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Concluding remarks
There is a gap between the efficacy of investigational drugs & devices in clinical trials and the effectiveness of the marketed products in real-world healthcare (E2E gap).
Wearables for medical use need to be validated for a specific purpose in a precisely defined medical context of use, taking into account complex influencing factors.
The E2E gap can be narrowed by integrating the acquisition & exploitation of real-world data
in pivotal clinical research for a better quality of decision making based on a more reliable prediction of late-phase and real-world outcomes
in chronic care to create room for a pro-active prevention from disease aggravation, frailty & comorbid conditions, dependency and hospital admissions.
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Collaboration e.g. in the framework of the EIT Health public-private partnership helps to
follow a co-creation approach and early engagement with relevant stakeholdersfrom all over Europe
tackle cross-border barriers to digital health implementation and early address the ethical, legal and social issues e.g. related to the acquisition and AI-powered exploitation of health data
shorten time-to-market and secure scalability in terms of geography, functional enhancement, and value-based healthcare
Concluding remarks
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Thank you very much!