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The HARMONY Alliance is a public-private Partnership for Big Data in Hematology, established in January 2017.
Our mission is to unlock and spread valuable knowledge on hematologic malignancies (blood cancers) among a large number of stakeholders, with the goal to harness and mine Big Data to speed up the development of improved treatments for patients and more effective treatment strategies.
Blood cancers, or hematologic cancers, account for about 40% of cancer cases in children and about one third of cancer deaths. Important blood cancers are leukemia, lymphoma, and myeloma. The cancers affect the production and function of various blood cells. There is a need for improved treatments for blood cancers. Individual cancers usually need specific therapies. Bone marrow transplant is still a common option, as are chemotherapy and radiation therapy. As many blood cancers are rare and healthcare practice varies across Europe, a lack of data on relevant outcomes represents a challenge for clinicians, researchers, and other decision-makers like regulators and HTA bodies, resulting in limitations for patient access to the best healthcare. The HARMONY Alliance aims to use "Big Data and Big Data analytics" to deliver information that will help to improve the care of patients with these diseases.
For blood cancers, BigData means gathering into one single database clinical, genetic and molecular information on patients and diseases which is currently maintained in a number of individual databases from clinical trials and registries in different countries. The HARMONY Alliance is orchestrating the consolidation of all databases into one common platform. This will harness the enormous potential of BigData and BigData analytics to deliver insights into how the care of patients with blood cancers can be improved.
HARMONY’s partners from industry are providing access to clinical trials data, showing how drugs work in controlled circumstances. Public registries collect data on how patients are treated and the outcomes of therapies in the real world. Together, these sources are greater than the sum of their parts. For example, by combining the populations from several clinical trials, it is possible to analyze populations with rare diseases with greater statistical power than individual databases can provide.
Other Big Data analyses can reveal molecular data on genomes, what proteins are expressed in different cancers, how treatments affect the expression of important genes, and more.
Pan-European Big Data transcends borders and details captured in databases vary between healthcare systems, clinical trials, and registries. Maximizing the value of HARMONY’s BigData platform presents three challenges:
The large number of stakeholders across different European countries makes a fragmented playing field, from basic hematology research all the way to approval processes for new medicines.
HARMONY was created to fill a specific need in blood cancer treatments. The Alliance functions as the interface between all stakeholders. Never has a European public-private initiative had such ambitious goals for international collaboration in big data and HMs. HARMONY will provide:
Several key milestones have been reached since the HARMONY Alliance was established:
With these achievements, researchers are now in the starting blocks for intense analysis of the data in the HARMONY BigData platform.
Currently, the first sets of data are being uploaded onto the platform and the HARMONY public and private Partners and Associated Members are working to make their databases available. The immediate next steps are progressing in the pilot studies in the 7 Hematological Malignancies: reach agreement on the set of outcomes for each disease, finishing the data collection and harmonization process, and starting the analysis phase (which has already begun in the case of the AML pilot).
Our partners are also developing software tools to enable powerful analyses and to ensure privacy without reducing the clinical value of the data. In the longer perspective, the power of machine learning and artificial intelligence will be tapped into, to enable the most powerful analyses possible. Such analyses will improve the definition and standardization of endpoints and outcomes for more targeted drug development.
Our final deliverable is a BigData Platform that will integrate and harmonize information on blood diseases from >100,000 patients. This will allow HARMONY’s stakeholders to assess new biomarkers, analyze genomes and identify relevant clinical outcomes in some of the largest datasets ever assembled.
HARMONY Alliance is funded through the Innovative Medicines Initiative (IMI), Europe's largest public-private initiative aiming to speed up the development of better and safer medicines for patients. HARMONY has received funding from IMI 2 Joint Undertaking and is listed under grant agreement No. 116026.
This Joint Undertaking receives support from the European Union’s Horizon 2020 Research and Innovation Programme and the European Federation of Pharmaceutical Industries and Associations (EFPIA). IMI supports collaborative research projects and builds networks of industrial and academic experts in order to boost pharmaceutical innovation in Europe.
HARMONY is part of the IMI 'Big Data for Better Outcomes' program, a comprehensive European research program aiming to develop key enablers to support health care system transformation through the use of big data. BD4BO will develop platforms for integrating and analyzing diverse data sets, focusing on outcomes that matter to patients and generating meaningful insights that will help improve health care. BD4BO has four disease-specific projects so far - ROADMAP (Alzheimer’s Disease), HARMONY (Hematologic Malignancies), BigData@Heart and PIONEER (Prostate Cancer) - and the European Health Data and Evidence Network (EHDEN) project which will be a federated network of relevant data sources.