Precision medicine promises a new paradigm in oncology where every patient receives truly personalized treatment. This approach to disease diagnosis, treatment and prevention utilizes a holistic view of the patientfrom their genes and their environment to their lifestyleto make more accurate decisions.
Growing at a rate of 10.7 percent, the precision medicine market is expected to exceed $96 billion by 2024.1 Bioinformatics represent a significant share of the market, as bioinformatics tools enable the data mining necessary for rapid identification of new drug targets and repurposing of existing treatments for new indications.1 (Reuters) The oncology segment of the precision market is expected to experience an 11.1 percent compounded annual growth rate (CAGR) leading up to 2024 due to the success of recent targeted therapies and subsequent high demand.
Still, precision medicine is in its infancy, and making personalized treatment a reality for all patients requires a transformation in how novel therapies are developed and delivered. New regulatory, technical, clinical and economic frameworks are needed to ensure that the right patients are able to access the right therapy at the right time. In this article, we review the current state of precision medicine in oncology and explore some of the challenges that must be addressed for precision medicine to reach its full potential.
Great strides toward precision medicine are being made in the area of cancer immunotherapy, which is designed to boost a patients own immunity to combat tumor cells. The introduction of immune checkpoint inhibitors (PD-1/PD-L1 and CTLA-4 inhibitors) revolutionized treatment for certain hematologic malignancies and solid tumors. To date, immune checkpoint inhibitors have been approved by the U.S. Food and Drug Administration (FDA) for more than 15 cancer indications, but their widespread use has been hampered by unpredictable response rates and immune-related adverse events.
The approvals of the first chimeric antigen receptor (CAR)-T cell (CAR-T) therapies in 2017 were the next leap forward in precision medicine. These immunotherapies demonstrated that it was possible to take out a patients own T-cells, genetically modify them, and then put them back in to target cancer cells. With complete remission rates as high as 83 percent within three months of treatment, CAR-T therapies represent a seismic shift in our approach to cancer, bringing the elusive possibility of a cure one step closer. However, longer-term follow-up has shown that these remissions may not be durable2 and prevention of relapse must still be studied.
Ultimately, the goal of cancer immunotherapy is to stimulate the suppressed immune system of a patient with cancer so that it can launch a sustained attack against tumor cells.3 This is complicated, as the interactions between tumors and immune systemsometimes called the Cancer-Immunity Cycle (see Figure 1 in the slider above)4are complex and dynamic. The Cancer-Immunity Cycle manages the delicate balance between the immune systems ability to recognize non-self and the development of autoimmunity.
In some cases, the immune system may fail to recognize tumor cells as non-self and may develop a tolerance to them. Moreover, tumors have an armamentarium of methods for evading the immune system. Given this elaborate interplay between cancer and immunity, there is a wide range of potential cancer immunotherapy approaches:
The immune response to cancer involves a series of carefully regulated events that are optimally addressed as a group, rather than individually.4 The complexity of the immune response to cancer provides a strong rationale for combination therapies, for instance:
Increasingly, the development and deployment of immunotherapy relies on harnessing genomic data to identify the patients most likely to respond to immunotherapy and to customize immunotherapy for a given patient.6 Thus, molecular profiling technologies, such as next-generation sequencing, have become integral to drug development and patient selection. At the same time, researchers are focusing on identifying molecular alterations in tumors that may be linked to response.7 The molecular fingerprints of a tumor can be quite complex and heterogeneous, not only across tumors, but also within a single patient. Consequently, molecular tumor characterization requires both multidimensional data from laboratory and imaging tests and advanced software and computational methods for analyzing these data.8 This emergence of computational precision oncology is associated with both opportunities and challenges, from validation and translation to regulatory oversight and reimbursement.
The regulatory landscape is evolving to keep pace with technological advances in cell engineering and gene editing. Since 2013, the FDA has published four guidance documents on cellular and gene therapy products, as well as two guidance documents providing recommendations on regenerative medicine advanced therapies (RMATs). Specifically, their Expedited Programs for Regenerative Medicine Therapies for Serious Conditions, published in November 2017, provides guidance on the expedited development and review of regenerative medicine therapies for serious or life-threatening diseases and conditions. This document also provides information on the use of the accelerated approval pathway for therapies that have been granted the RMAT designation.9
In the EU, the European Medicines Agency (EMA) published a draft revision of its Guideline on quality, non-clinical and clinical aspects of medicinal products containing genetically modified cells in July 2018.10 This draft revision includes current thinking on the requirements for nonclinical and clinical studies, as well as specific sections on the scientific principles and clinical aspects of CAR-T products.
Precision medicines such as CAR-T therapies require manufacturers to transform a complex, individualized treatment into a commercial product. In conventional manufacturing, the entire manufacturing process occurs within the confines of the manufacturing facility. With cell therapies, however, the process begins with the collection of cells from the patient and ends with administration of the final product (see Figure 2 in the slider above). In between, the cells are handed off multiple times for the process of genetic modification, creating a complex supply chain that blends manufacturing and administration.11
Moreover, in contrast to traditional manufacturing where the starting materials are standardized or well-defined, the starting materials for cell therapies are derived from patients and, thus, highly variable.
As evidenced by the manufacturing challenges that plagued the launch of Kymriah (tisagenlecleucel), even pharmaceutical giants have struggled with meeting label specifications for commercial use.13 To help address its manufacturing hurdles, Novartis acquired CellforCure, a contract development manufacturing organization, and plans to transform by focusing on data and digital technologies.14,15 What this means for sponsors is that robust, scalable manufacturing must be incorporated into clinical developing planning at its earliest stages.
The high price tags associated with CAR-T therapies illustrate how expensive targeted therapies are in comparison to their traditional counterparts.16 Existing health insurance models have not been structured to reimburse for costly treatments that offer the potential for long-term benefit or even cure. The pricing model for CAR-T therapies may be especially challenging for private insurance companies, which have higher turnover and shorter coverage windows than national health insurance programs. For sponsors of precision medicine therapies, one way to address the challenge of reimbursement is to create innovative, value- or outcomes-based pricing models, rather than focusing on sales volume. The success of these new pricing models will rely on patient selection. To demonstrate value and optimizing outcomes, sponsors will need to develop profiles of patients who are most likely to respond and provide tools for identifying these patients.8
Of note, on August 7, 2019, the Centers for Medicare & Medicaid Services (CMS) finalized the decision to cover FDA-approved CAR-T therapies when provided in healthcare facilities enrolled in the FDA risk evaluation and mitigation strategies (REMS) for FDA-approved indications. Medicare will also cover FDA-approved CAR-T treatments for off-label uses that are recommended by CMS-approved compendia.17
Beyond the pharmaceutical companies that are working to develop personalized treatments, the precision medicine ecosystem has a number of other key stakeholdersregulators, payers, diagnostic companies, healthcare technology companies, healthcare providers and, of course, patients. Pharmaceutical companies need to engage with each of these stakeholders by providing education or developing partnerships that help demonstrate the need for high-quality data collection, the value of precision medicine, and the process for identifying the right patients.
Sponsors may also benefit from engaging with patient advocacy groups as these groups play a critical role in connecting patients and caregivers with scientific and healthcare experts to learn about how new immunotherapy breakthroughs are changing the standard of care.
Empowered patients pushing for the latest innovations are propelling precision medicine forward, but we still have a way to go before the full potential of precision medicine is realized. In its maturity, precision medicine will not only enable the personalization of treatments for individual patients, but also inform public health at a population level as insights from the genetic and molecular data collected are used to advance our understanding of disease. Robust data collection and analysis, along with standardization, are required for building this foundation of precision medicine, and multi-stakeholder buy-in is necessary for addressing issues around data integration and privacy.
While significant challenges remain, the opportunity to transform patient outcomes and population health with precision medicine is tantalizing. Increasingly, we are seeing advanced technologiessuch as artificial intelligence and machine learningbeing incorporated into the drug discovery and development process. This underscores the critical need for a multidisciplinary approach to precision medicine, from discovery at the bench all the way through to delivery at the bedside, to help ensure that more patients can access the right therapy at the right time, and the right price.
References
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Realizing The Full Potential Of Precision Medicine In Oncology - Contract Pharma
- Personalized medicine: The pros, cons and concerns - New Atlas - November 16th, 2024
- Precision Medicine, AI, and the Future of Personalized Health Care - November 16th, 2024
- Why precision medicine results in more effective health care, treatment plans - The Business Journals - November 16th, 2024
- Comprehensive Genomic Profiling at Diagnosis Extends Survival in Patients with Advanced Cancer - Inside Precision Medicine - November 16th, 2024
- More Precise Classifications of NonClear Cell RCC Are Required to Improve Personalized Treatment - OncLive - September 13th, 2024
- Bahrain aims to provide residents with personalized healthcare - Healthcare IT News - September 13th, 2024
- Precision Medicine Market Is Expected To Reach Revenue Of - GlobeNewswire - September 13th, 2024
- New Graduates Leverage Genomics Education in Clinical and Research Settings - University of Colorado Anschutz Medical Campus - June 20th, 2024
- Personalized medicine is coming, but who will have access to it? - March 10th, 2024
- Personalized medicine | Definition, Origins, Examples, & Ethical ... - March 10th, 2024
- Innovating for Individual Care: The Impact of USP on Personalized Medicine - March 10th, 2024
- Live Cell Encapsulation Market To Reach USD 313.3 Million at a CAGR of 4% in 2032 - EIN News - April 23rd, 2023
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- Translating the Microbiome - Inside Precision Medicine - October 15th, 2022
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- Global Cancer/Tumor Profiling Market Research Report to 2027 - Increasing Demand for Personalized Medicine Presents Opportunities -... - October 15th, 2022
- Cambridge biotech raises $168 million to fight cancer and other diseases - The Boston Globe - October 15th, 2022
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- Concierge Medicine's Continued Rise Illuminated by Specialdocs Consultants at the Industry's Leading Event - PR Newswire - October 15th, 2022
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- Could Xolair Be the First Biologic Treatment for Food Allergies? - Allergic Living - October 15th, 2022
- Matching Treatments to Your Genes - The Epoch Times - October 15th, 2022
- Global Monoclonal Antibodies (mAbs) Markets, 2018-2021 & 2022-2030 - Increasing R&D Activities Aimed at the Development of Novel Therapeutic mAbs -... - October 15th, 2022
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- Scientists identify more than 12,000 spots in the human genome associated with height - Inverse - October 15th, 2022
- The future of cancer research | News - ND Newswire - October 15th, 2022
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- Call for Accurate Automation in Healthcare Practices to drive the Laboratory Information Systems (LIS) Market | Future Market Insights, Inc. - Yahoo... - October 15th, 2022
- Stem Cell Manufacturing Global Market Report 2022: Widespread Product Utilization in Effective Disease Ma - Benzinga - October 15th, 2022
- Global Precision Medicine Software Market is projected to witness a healthy growth rate of 10% in the upcoming years - Bio-IT World - July 17th, 2022
- The Single-Cell Analysis Market Size To Almost Double By 2026 Due To A Rising Focus On Personalized Medicine As Per The Business Research Company's... - July 17th, 2022
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- Leveraging whole blood based functional flow cytometry assays to open new perspectives for rheumatoid arthritis translational research | Scientific... - July 17th, 2022
- New Approaches Needed To Support Digitization Of Healthcare - Forbes - July 17th, 2022
- Outlook on the Microtome Global Market to 2027 - Increasing Demand for Personalized Medicine Presents Opp - Benzinga - July 17th, 2022
- Precision health perspectives - UCI News - July 17th, 2022
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- Global Induced Pluripotent Stem Cell (iPSC) Market Report 2022: Rising Applications of iPSCs Fueling Industry Growth - ResearchAndMarkets.com -... - July 17th, 2022
- Research Antibodies and Reagents Market worth $16.1 Billion by 2027 Exclusive Report by MarketsandMarkets - Yahoo Finance - July 17th, 2022
- Global Custom Antibody Market Is Expected To Reach USD 742.27 Million At A CAGR Of 10.3% And Forecast To 2029 - Digital Journal - July 17th, 2022
- Personalized Medicine Coalition - Precision Medicine Advocacy and ... - June 8th, 2022
- Precision Medicine | FDA - June 8th, 2022
- Global Precision Medicine Software Market is anticipated to witness a lucrative CAGR of 10% - GlobeNewswire - June 8th, 2022
- Global Biomarkers Markets Research 2022-2027: Increased Adoption of Biomarkers in Personalized Medicine / Focus on Digital Biomarkers / Increased... - June 8th, 2022
- Every patient in this experimental drug trial saw their cancer disappear, researchers say - CBS News - June 8th, 2022
- The Middle East molecular diagnostics market is projected to reach $1,017.7 million by 2031 from $493.1 million in 2020, at a CAGR of 6.72% during the... - June 8th, 2022
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- Can the industry elevate the success rate of cancer trials? - OutSourcing-Pharma.com - June 8th, 2022
- Purdue Polytechnic Institute and Purdue University Global collaborating on partnership with the University of Puerto Rico - Purdue University - June 8th, 2022
- Illumina Announces Next Generation Products and Data at AGBT General Meeting to Advance Innovative Customer Solutions - PR Newswire - June 8th, 2022
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- Time to Rethink Metformin as First-Line Therapy? Perspective from ADA 2022 - Endocrinology Network - June 8th, 2022
- PreludeDx Presents New DCISionRT Data on the Effectiveness of Endocrine Therapy in DCIS Patients at the ASCO 2022 Annual Meeting - 69News WFMZ-TV - June 8th, 2022
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- Global Laboratory Information Systems (LIS) Market to Reach US$2.4 Billion by the Year 2026 - Yahoo Finance - June 8th, 2022
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- The global biomarkers market is expected to grow at a CAGR of 11.44%. - Yahoo Finance - May 8th, 2022
- Bioinformatics Market Size, Share, And Trends Analysis Report, By Application (Drug Development, Protein Function Analysis, Gene Therapy, Molecular... - May 8th, 2022
- Link between EBV and MS may give clues to the cause of long COVID - The Arizona Republic - May 8th, 2022
- Improving Cell Cultures with Thermoresponsive Coatings - Genetic Engineering & Biotechnology News - May 8th, 2022
- Reevaluating, Reimagining, And Reinventing Healthcare: Innovation In A Post-Pandemic World - Forbes - May 8th, 2022
- Study of Cancer Genetics to Help with Targeted Treatment - VOA Learning English - May 8th, 2022
- Increased demand for Molecular diagnostics after the COVID-19 outbreak - The Financial Express - May 8th, 2022
- CIOs' 5-year plans for precision medicine and emerging technologies - Healthcare IT News - January 30th, 2022
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