Short Time to Market and Forward Planning Will Enable Cell Therapies to Deliver R&D Pipeline Value

Bayesian cell therapy process optimization

Optimizing complex bioprocesses poses a significant challenge in several fields, particularly in cell therapy manufacturing. The development of customized, closed, and automated processes is crucial for their industrial translation and for addressing large patient populations at a sustainable price. Limited understanding of the underlying biological mechanisms, coupled with highly resource-intensive experimentation, are two contributing factors that make the development of these next-generation processes challenging. Bayesian optimization (BO) is an iterative experimental design methodology that addresses these challenges, but has not been extensively tested in situations that require parallel experimentation with significant experimental variability. In this study, we present an evaluation of noisy, parallel BO for increasing noise levels and parallel batch sizes on two in silico bioprocesses, and compare it to the industry state-of-the-art. As an in vitro showcase, we apply the method to the optimization of a monocyte purification unit operation. The in silico results show that BO significantly outperforms the state-of-the-art, requiring approximately 50% fewer experiments on average. This study highlights the potential of noisy, parallel BO as valuable tool for cell therapy process development and optimization.

Development of an automated manufacturing process for large-scale production of autologous T cell therapies

Engineered T cell therapies have shown significant clinical success. However, current manufacturing capabilities present a challenge in bringing these therapies to patients. Furthermore, the cost of development and manufacturing is still extremely high due to complexity of the manufacturing process. Increased automation can improve quality and reproducibility while reducing costs through minimizing hands-on operator time, allowing parallel manufacture of multiple products, and reducing the complexity of technology transfer. In this article, we describe the results of a strategic alliance between GSK and Miltenyi Biotec to develop a closed, automated manufacturing process using the CliniMACS Prodigy for autologous T cell therapy products that can deliver a high number of cells suitable for treating solid tumor indications and compatible with cryopreserved apheresis and drug product. We demonstrate the ability of the T cell Transduction - Large Scale process to deliver a significantly higher cell number than the existing process, achieving 1.5 × 1010 cells after 12 days of expansion, without affecting other product attributes. We demonstrate successful technology transfer of this robust process into three manufacturing facilities.

Identification of a small molecule for enhancing lentiviral transduction of T cells

Genetic modification of cells using viral vectors has shown huge therapeutic benefit in multiple diseases. However, inefficient transduction contributes to the high cost of these therapies. Several transduction-enhancing small molecules have previously been identified; however, some may be toxic to the cells or patient, otherwise alter cellular characteristics, or further increase manufacturing complexity. In this study, we aimed to identify molecules capable of enhancing lentiviral transduction of T cells from available small-molecule libraries. We conducted a high-throughput flow-cytometry-based screen of 27,892 compounds, which subsequently was narrowed down to six transduction-enhancing small molecules for further testing with two therapeutic lentiviral vectors used to manufacture GSK's clinical T cell therapy products. We demonstrate enhanced transduction without a negative impact on other product attributes. Furthermore, we present results of transcriptomic analysis, suggesting alteration of ribosome biogenesis, resulting in reduced interferon response, as a potential mechanism of action for the transduction-enhancing activity of the lead compound. Finally, we demonstrate the ability of the lead transduction enhancer to produce a comparable T cell product using a 3-fold reduction in vector volume in our clinical manufacturing process, resulting in a predicted 15% reduction in the overall cost of goods.

Commercial impact of adding real-world evidence to clinical trials at regulatory approval: a Markovian-like transition model

OBJECTIVE

Regulatory use of real-world evidence (RWE) has been recognized as a useful supplement to clinical trial evidence and could benefit patients by reducing time to treatment. However, commercial benefits have not been documented. The aim was to determine commercial impact of regulatory RWE, using ambrisentan as an illustrative example.

METHODS

A Markovian-like transition model was constructed to simulate the drug development workflow across a simulation time of t = 20 years. RWE was assumed to be incorporated at pII-pIII and pII-pIII-pIV, and its multiplicative median transition rate was determined by biopharma expert opinion. Each model was subjected to "with" and "without" RWE rates. Commercial impact was estimated using potential decrease in time to launch. Time to first medicine adoption and potential lives saved were also estimated.

RESULTS

Based on cumulative first prescriptions for ambrisentan among pulmonary arterial hypertension patients (N = 487), in comparison to standard drug development, RWE incorporation has the potential to expedite first medicine adoption by 10.4 weeks. The duration of market launch was estimated at 2.5-3.0 years earlier than standard, and approximately 9% of patients would benefit in survival. Potential earnings for an earlier launch would be GBP £43,597.86 per patient, with launch being brought forward from 2009 to 2007.

CONCLUSIONS

Regulatory RWE has the potential to increase overall survival rates and potential earnings by reducing time to launch. This study provides further support for industry efforts to generate RWE in time for regulatory approval.

Report on Webinar Series Cell and Gene Therapy: From Concept to Clinical Use

With the launch of the UK Academy of Pharmaceutical Sciences Advanced Therapy Medicinal Products Focus Group in late 2020, a webinar series reviewing the current and emerging trends in cell and gene therapy was held virtually in May 2021. This webinar series was timely given the recent withdrawal of the United Kingdom from the European Union and the global COVID-19 pandemic impacting all sectors of the pharmaceutical sciences research landscape globally and in the UK. Delegates from the academic, industry, regulatory and NHS sectors attended the session where challenges and opportunities in the development and clinical implementation of cell and gene therapies were discussed. Globally, the cell and gene therapy market has reached a value of 4.3 billion dollars in 2020, having increased at a compound annual growth rate of 25.5% since 2015. This webinar series captured all the major developments in this rapidly evolving area and highlighted emerging concepts warranting cross-sector efforts from across the community in the future.