Industry Strategies on Theranostics: Need for structural alignment
Theranostics is said to change the way patients will manage their disease. Such a change assumes that diagnostics and therapeutics become increasingly linked based on genetic information. Companies that adhere to this vision have different strategies to address theranostics.
The resulting industry dynamics are studied using findings from our own research on theranostics strategies expressed in companies’ annual reports and two other major studies on pharmacogenomics. We put forward that, for structurally taking up theranostics, there is limited structural alignment between (bio)pharmaceutical companies, and specialised firms in diagnostics and pharmacogenomics. Also, regulatory authorities should take a more anticipatory stance towards diagnostic and pharmacogenomics companies.
After the completion of the human genome project in 2001, pharmacogenomics research, ie the study of the functions and interrelationships between genes and proteins in relation to drug use, steadily gained momentum. Using ‘omics’ technologies, such as transcriptomics, proteomics and metabonomics can also help in discovering and validating biomarkers (1).
Pharmacogenomics information is used in drug R&D to stratify patient populations and in this way obtain relevant information regarding individual differences in drug response and disease susceptibility. In clinical practice this leads to (more) individualised therapy. Such practices call for a combination of therapeutics and (genetic) diagnostics.
That is, diagnostic tests can become indispensable in accompanying drug development as well as daily healthcare practices due to the importance of genetic factors. However, combining diagnostics and therapy is not a necessarily successful or new approach (blood drug levels and creatinine are monitored during aminoglycoside therapy; the same goes for insulin and blood glucose levels, and erithropoyetin and Hb levels) (2).
Although it is sometimes regarded as being a hype, pharmacogenomics and the related combination of genetic diagnostics with therapy, which is termed ‘theranostics’ (also called theragnostics), has caught the attention of industry trend watchers (see Box 1).
This is supported by emerging technological developments such as the shifting focus from single gene to multigenic disorders, in this way appending the ‘classic’ pharmacogenetics, and combining a diverse range of biomarkers (both genetic and proteomic). The following signs indicate the emergence of theranostics:
1) A new series of companies arose, explicitly focusing on pharmacogenomics, among others Epigenomics AG and Interleukin Genetics (6,7). It is even claimed that biotechnology companies, such as Genzyme Corporation and Genentech, are the major drivers of the targeted therapeutics growth (8). Although (bio)pharmaceutical companies (by which we mean ‘traditional’ pharmaceutical companies as well as biotechnology companies with a drug pipeline) try to keep abreast by partnering with small biotech companies, or use their diagnostic divisions, eg Roche Diagnostics.
2) A consensus seems to be established that the ‘one size fits all’ adage will no longer apply on (bio)pharmaceutical products as it is increasingly difficult to develop ‘blockbuster’ drugs (9-11). Although (bio)pharmaceutical companies might not be eager to subdivide their patient populations for economic reasons, it can be beneficial to concentrate on niche applications (‘the minibuster approach’) (12,13). Cancer drug Gleevec/Glivec (Novartis’ imatinib) is a prominent example of this approach, being first approved for small indication areas, later achieving monopolist status and expanding into other areas.
3) There is political attention due to steeply rising prices of new therapies, especially biotechnology products in oncology (14), which resulted in an increasing pressure for cost-effective prescribed therapies. In addition, problems around Vioxx (Merck & Co, Inc) have increased concerns about drug safety and adverse drug reactions (15). This drug caused serious side-effects such as increased risk of heart attack and stroke after it was marketed.
The ‘dream’ of combining therapeutics and genetic diagnostics in a revolutionary way, potentially changes two previously rather separated industries and the relations between them. In this context, Little remarked that “pharma does not exist in a vacuum – there are many other stakeholders with an interest in the development of personalised medicine” (4,16).
After having taken a close look at the companies’ strategies, our opinion is that the strategic reaction of the different types of companies is not working towards the realisation of the vision of theranostics vision (17). Before we elaborate on this opinion in more depth, we will first sketch possible strategies that companies can take in enacting theranostics.
In doing so, we will show that it is illuminating to study how different types of companies react to a trend like theranostics and how interactions with other kinds of companies are organised in the light of the strategies they follow.
Development strategies to embrace theranostics
As theranostics combines diagnostics and therapeutics, it brings together different industrial players into one playing field. Obviously, companies originating from the classical division between (bio)pharmaceutical products and diagnostic tests will be present. But, new and specialised companies, pharmacogenomics firms, will add to the emerging industry dynamics as well. In reaction to the three signs and upcoming theranostics in general, these diverse range of players reconsider their position towards other firms (18).
In other words, strategic decisions whether or not to develop theranostic products, and whether the development should be done in co-operation or alone, influences the relations between industrial players. However, in emerging technological fields, like theranostics, the future directions are open-ended and far from clear, which makes companies follow different strategies. What strategies are likely and possible? We found three feasible strategies, which are described in more detail in Box 2.
1 First developing the therapeutic product, then the diagnostic test.
2 First developing the diagnostic test, then the therapeutic product.
3 The co-development of the diagnostic test and the therapeutic product.
Industry’s reaction to theranostics
Thus far we have mentioned possible development strategies as reactions to the theranostics trend, but what is actually going on? To answer this question, we performed an extensive and systematic investigation of the strategy articulation in annual reports of 2004 addressing the issue of theranostics (17). This was supplemented by a quick scan of 2005 and 2006 reports. For details on methodology see Box 3.
Our findings show that the various industrial players are clearly affected by the theranostics vision since they address it in their annual reports. Roughly half of the companies adhere to the possibilities that pharmacogenomics and theranostics have to offer. We further analysed to what extent the different industrial players react to the theranostics trend, and what kind of development strategies they apply.
We treat these four groups of companies one at a time. Also the regulatory bodies were investigated using their publications on theranostics issues. This section concludes with two comparable studies on pharmaceutical companies’ reaction to theranostics. In terms of strategy, (bio)pharmaceutical companies keep focusing on the same actors (especially the regulatory bodies) as they used to do before the advent of theranostics.
Although pharmacogenomics and diagnostic companies frequently mention the (bio)pharmaceutical companies as strategic partners in realising theranostic products in their annual reports, the (bio)pharmaceutical companies do not seem to need their help to pursue pharmacogenomics efforts. As a development strategy, they most often mention the tandem strategy (see Box 2).
For those (bio)pharmaceutical companies that have a division dealing with diagnostics, this might work well, but the ones that do not have such divisions need to somehow bridge the gap to diagnostics companies. However, their annual reports do not show an appropriate strategy like the tandem strategy.
Diagnostic companies articulate their relationship with (bio)pharmaceutical companies more often and more explicitly than the other way round. In these articulations, diagnostic companies position themselves as dependent on (bio)pharmaceutical companies, although some exceptions exist, such as Genomic Health with its Oncotype DX test (18). Most frequently the costs of proving clinical validity through clinical trials is mentioned as a reason for seeking co-operation with (bio)pharmaceutical companies and thus follow the tandem strategy (see Box 2).
Although they try to connect to the (bio)pharmaceutical companies to make such a strategy work, they mostly fail to do so, because of the ‘uninvolved attitude’ of (bio)pharmaceutical companies. Furthermore, in developing therapies for targeted patient groups, it is important to illustrate the safety and – more prominently – the efficacy of a diagnostic test.
It even appeared to be one of the major factors in adopting decisions of diagnostic tests by physicians and healthcare professionals (10,19). The diagnostic divisions of (bio)pharmaceutical companies naturally conform to their (bio)pharmaceutical parent companies when it comes to linking therapy with genetic diagnostics. The strategy they express is in line with this dependency and concerns developing diagnostic tests after the development of therapeutic products (Strategy 1).
Apparently, these diagnostic divisions do not see themselves as part of the tandem strategy (Strategy 3), which is preferred by their (bio)pharmaceutical parents. Pharmacogenomics companies are a heterogeneous set of companies because of their multilateral activities. They are not recognised as a separate set of companies by the other players in the theranostics strategy game, at least not in the annual reports. Therefore, no main strategy for this class of companies was observed.
Two related studies by IPTS6 and Wellcome Trust (7) emphasise this heterogeneity of activities, both identifying 12 technological development options. Finally, regulatory bodies such as the FDA in the US and the EMEA in Europe, are increasingly aware of the pharmacogenomics developments and their role in them (20-22). The emphasis lies on how genomics data can be used in clinical trials in contrast to use in clinical laboratories.
Following a FDA draft guideline on pharmacogenomics, (bio)pharmaceutical companies are encouraged to voluntary submit genomics data while filing their clinical trial results for approval to the FDA (21,23-25). These data are then discussed in so-called ‘safe harbours’, ie the results of these discussions will not influence the FDA’s approval decision.
In this intermediary and patchwork solution, again the regulatory bodies concentrate on (bio)pharmaceutical companies and underexpose the role of diagnostic and pharmacogenomic companies. This can have a more formal reason, because historically and legally they focus on (bio)pharmaceutical players. In the US, the FDA does not have jurisdiction over tests that are used only within medical and clinical laboratories, the so-called ‘home brew’ genetic tests (26).
Pharmacogenomics tests are mostly performed as in-house services by these clinical laboratories (27). They can potentially lead to new commercially viable theranostics products. However, a debate is going on at the moment whether the FDA should be able to regulate these tests as well (28). Moreover, also the co-development process and related regulatory approval procedures are subject to a recent consultation among various stakeholders (23,27), which should lead to a new version of the FDA pharmacogenomics guideline.
In Europe, the institutionalisation of regulatory bodies for theranostics has an intrinsic misfit, since diagnostics and medical devices fall outside the jurisdiction of the EMEA. Although the EMEA has organised similar protected spaces for pharmacogenomics data submissions through its Pharmacogenetics Working Party and the use of so-called ‘briefing meetings’, gene testing is largely regulated on the national level.
This is mostly done through the use of CE-certification and good clinical practice rules. The in vitro diagnostics directive is an exception to this rule: the EU has attempted to harmonise this role by influencing national law29. Regarding the regulation of medicines, the EMEA can approve drugs on the condition of using a genetic test, as they have done in the cases of, for example, Herceptin and Erbitux (see Box 1).
This does not concern the prescription of testing per se, but more the approval of a drug for a certain indication, for example, Her2-overexpression in the case of Herceptin, which can only be discerned using a test (30). These results are partially substantiated by comprehensive research originating from a Wellcome Trust project and an IPTS study, both of which are related because of some authors contributing to both studies.
The former, performed by Webster and colleagues in 2002 (7), defined two types of companies, namely large pharmaceutical companies as well as biotechnology and genomics companies, developing pharmacogenetics. They showed an increase in alliances between these two types of companies, although these alliances were not necessarily formed for theranostics reasons.
Moreover, they introduced 12 technological development options for pharmacogenetics, of which large pharmaceutical companies are mostly focused on using pharmacogenetics for drug discovery, and improve safety and efficacy of drugs that are in development. Small pharmacogenetics firms also focused on improving safety and efficacy of licensed drugs. The IPTS study (6,29,31) was conducted in 2004 and is based on company profiles that were drawn using SEC filings and press releases.
The 12 options were again examined and the conclusions corresponded with the Wellcome Trust study: developing products and services supporting preclinical and clinical drug development (safety and efficacy), aiding drug discovery and developing tests for prescription and disease stratification were the prominent development options.
At the same time, drug rescue for efficacy and safety reasons, market extension strategies, postmarketing surveillance or the use of efficacy data in drug marketing were less popular reasons for developing pharmacogenetic tests. The IPTS study also showed that approximately 33% of the pharmacogenetics alliances concern diagnostic-related issues.
Further, it appeared that 23 large pharmaceutical firms were involved in these alliances, and three large diagnostics companies account for the majority of the collaborations involving diagnostic firms. A deficiency in structural relationships between pharmaceutical and diagnostic companies was explained by the lack of commercial incentives to invest in these alliances. To conclude, these two major studies show a larger degree of activity between pharmaceutical companies and diagnostics or pharmacogenomics companies.
At the same time, the breadth of actors involved in these alliances is small. To summarise, we presented the findings of our own research, which focused on the perspectives of four kinds of companies and regulatory bodies as it was presented in their annual reports on theranostics. These results were then compared to findings coming from two related studies.
Structural misalignment between therapeutics and diagnostics
Some industry reports, review articles and the popular media (7,11,32-35) make the world believe that the whole industry should comply with theranostics as a novel business model for the (bio)pharmaceutical industry. However, by the large number of ‘unaware’ (bio)pharmaceutical companies, we do recognise that a large part of the industry will continue as they always did.
We acknowledge that some stakeholders do not have the possibility or incentive to move to a co-development strategy. For example, because of client-relationships that diagnostic companies maintain with pharmaceutical companies, which results in the latter taking control of choosing the strategy, or the fact that diagnostic companies want to keep the involvement of regulatory bodies at bay as much as possible (30).
Those (bio)pharmaceutical companies that do adhere to the advent of theranostics, do not show much structural alignment with diagnostics and pharmacogenomics companies; collaborations and alliances remain ad hoc. At least in general, they did not mention these linkages in their annual reports, which indicates that there is no structural consideration for (bio)pharmaceutical companies to link up with diagnostics and pharmacogenomics firms.
Such industry dynamics imply that (bio)pharmaceutical companies look at regulating bodies to address and work with the issue of theranostics. At the same time, diagnostic companies and the new and emerging pharmacogenomics companies are left aside by these companies and the regulating authorities. (Bio)pharmaceutical companies stay rather isolated from other companies with respect to interactions over diagnostic tools, whereas diagnostic companies try to link to these (bio)pharmaceutical companies to develop their therapy-related tests.
This strengthens our opinion that there is a gap between the observed industry dynamics and strategies that are more in line with the realisation of the emerging trend of theranostics. And although other studies (IPTS and Wellcome Trust) advance that alliances exist between these types of companies, we claim that a structural alignment is missing, ie an alignment that is durable, anticipated, and strategically inspired.
Bridging the gap
For a full-scale development and implementation of the theranostics potential, we believe that our observations indicate two directions for bridging the gap. As a first direction, (bio)pharmaceutical companies should set out a more structural, clear and anticipatory strategy on theranostics, and in this light, collaborate more closely with diagnostic and pharmacogenomic companies. In this way, theranostics becomes embedded in the overall industry dynamics, which improves the chances for success.
Second, regulatory bodies should address diagnostic and pharmacogenomic companies as strategic players. By doing this, regulatory bodies can provide the right circumstances, incentives and clarity that is needed for companies to build their strategies. In taking up these two possible solutions, there is a hurdle to overcome that concerns differences in R&D processes between (bio)pharmaceutical and diagnostic companies.
One could claim that the codevelopment strategy is ideal for dealing with theranostics. However, drug research and development is not necessarily a linear process in the sense that basic research is succeeded by clinical research and market introduction. For example, clinical research yields points of departure for basic research. More recently, in so-called ‘adaptive trials’, dosages and patient pools are constantly altered (36), and postmarketing research reveals information on safety, efficacy, disease mechanisms and unexpected indications.
The well-known cases of Viagra and thalidomide are exemplary on this issue (37). The latter is called ‘drug repositioning’ and could be seen as just as important for public health as developing new drugs (38). This non-linear character of the drug R&D process and the fact that this process should be connected to the diagnostics R&D process makes policy and management steering more difficult.
In the drug repositioning case, questions might be raised over who is responsible for rescuing drugs that seemed to be written off. Is this a market failure that legitimises the government to intervene7 or do companies still see a role for themselves, just as in the Amplichip case (Roche and see Box 2)?
Only by addressing the two aforementioned directions to bridge the gap, do industry dynamics become more in line with realising the theranostics vision. In doing so, they should take into account the complexity of R&D processes.
The current ad hoc connections between diagnostics and therapeutics companies need to be substantiated and extended by structural, strategic linkages and alliances, which over time can generate other theranostics combinations to be realised. Moreover, regulatory authorities should include diagnostic companies in their dealing with different theranostics strategies.
The authors would like to express their gratitude to Huub Schellekens, Jan Taco te Gussinklo, Ellen Moors and Simona Negro. DDW
This article originally featured in the DDW Fall 2007 Issue
Dr Rutger van Merkerk, MSc (email@example.com) is a PhD student at the Innovation Studies Group, Utrecht University, the Netherlands. His research focuses on constructive technology assessment of emerging technologies, such as Lab-on-a-chip applications.
Dr Wouter Boon MSc (firstname.lastname@example.org) is a PhD student at the Innovation Studies Group, Utrecht University. His research focuses on demand articulation in intermediary organisations and user involvement in the field of emerging pharmacogenomics innovations.
1 Zhang, X et al. (2007) Moving cancer diagnostics from bench to bedside. Trends in Biotechnology 25 (4), 166-173.
2 Nightingale, P and Martin, P. (2004) The myth of the biotech revolution. Trends in Biotechnology 22 (11), 564-569.
3 Lindpaintner, K. (2002) The Impact of Pharmacogenetics and Pharmacogenomics on Drug Discovery. Nature Reviews Drug Discovery 1 (June), 463-469.
4 Little, S. (2006) Personalised medicine – what’s in it for big pharma? Drug Discovery World 7 (1), 19-22.
5 Clarke, B. (2007) Molecular diagnostics in drug development – the changing face of pharmaceutical discovery. Drug Discovery World 8 (3), 41-46.
6 Hopkins, MM et al. (2006) Putting pharmacogenetics into practice. Nature Biotechnology 24 (4), 403-410.
7 Webster, A et al. (2004) Integrating pharmacogenetics into society: in search of a model. Nature Reviews: Genetics 5 (9), 663-669.
8 Ernst & Young. (2006) Beyond Borders: Global Biotechnology Report 2006 Ernst & Young.
9 Baker, M. (2005) In biomarkers we trust? Nature Biotechnology 23 (3), 297-304.
10 Marshall, E. (2003) Preventing toxicity with gene test. Science 302 (24 October), 588-590.
11 Royal Society. (2005) Personalised medicine: hopes and realities. The Royal Society.
12 Ransom, J. (2006) Niche indications could drive higher valuations. Nature Biotechnology 24 (12), 1457.
13 Owens, J. (2007) 2006 drug approvals: finding the niche – companies move towards niche products to boost productivity. Nature Reviews Drug Discovery 6 (February 2007), 99-101.
14 Bouchie, A. (2003) Industry ponders reimbursement crisis. Nature Biotechnology 21 (April 2003), 347-348.
15 Farahani, P and Levine, M. (2006) Pharmacovigilance in a genomic era. The Pharmacogenomics Journal 6 (3), 158-161.
16 Culbertson, AW et al. (2007) Personalised medicine – technological innovation and patient empowerment or exuberant hyperbole? Drug Discovery World 8 (3), 18-31.
17 Boon, WPC and Merkerk, ROv (accepted). Prospective positioning of industrial players: the case of theranostics. Technology Analysis & Strategic Management.
18 Gewin, V. (2007) Crunch time for multiplegene tests. Nature 445, 354-355.
19 Woelderink, A et al. (2006) The current clinical practice of pharmacogenetic testing in Europe: TPMT and HER2 as case studies. The Pharmacogenomics Journal 6, 3-7.
20 EMEA. (2003) Position paper on terminology in pharmacogenetics European Agency for the Evaluation of Medicinal Products.
21 FDA. (2004) Innovation stagnation: challenge and opportunity on the critical path to new medical products FDA.
22 Ratner, M. (2005) FDA pharmacogenomics guidance sends clear message to industry. Nature Reviews Drug Discovery 4 (May), 359.
23 Hinman, LM et al. (2006) The drug diagnostic co-development concept paper – commentary from the 3rd FDA-DIA-PWG-phRMA-BIO pharmacogenomics workshop. The Pharmacogenomics Journal 6 (6), 375-380.
24 Katsnelson, A. (2005) Cautious welcome for FDA pharmacogenomics guidance. Nature Biotechnology 23 (5), 510.
25 FDA. (2005) Drug-diagnostic codevelopment concept paper – draft version FDA.
26 Nature. (2005) Unapproved tests on a chip. Nature 438 (7069), 711.
27 SACGHS. (2007) Realizing the promise of pharmacogenomics: opportunities and challenges – draft report Secretary’s Advisory Committee on Genetics, Health, and Society.
28 Nature Biotechnology. (2007) Messing with home brews. Nature Biotechnology 25 (3), 262.
29 ESHG and IPTS. (2004) Polymorphic sequence variants in medicine: technical, social, legal and ethical issues: pharmacogenetics as an example, Draft version ESHG, IPTS.
30 IPTS and ESTO. (2006) Regulatory and quality assurance frameworks for PGX: a comparative study of the US, EU and four EU member states – Part 3 of an ESTO study on pharmacogenetics and pharmacogenomics: state of the art and social and economic impacts IPTS, ESTO.
31 IPTS and ESTO. (2006) Global R&D activities related to pharmacogenetics and pharmacogenomics – Part 1 of an ESTO study on pharmacogenetics and pharmacogenomics: state of the art and social and economic impacts IPTS, ESTO.
32 Ensom, MHH et al. (2001) Pharmacogenetics. The therapeutic drug monitoring of the future. Clinical pharmacokinetics 40 (11), 783-802.
33 Ginsburg, GS and McCarthy, JJ. (2001) Personalized medicine: revolutionizing drug discovery and patient care. Trends in Biotechnology 19 (12), 491-496.
34 PricewaterhouseCoopers. (2005) Personalized medicine: the emerging pharmacogenomics revolution PricewaterhouseCoopers – Global technology centre – Health Research Institute.
35 Weinshilboum, R and Wong, L. (2004) Pharmacogenomics: bench to bedside. Nature Reviews: Drug Discovery 3, 739-748.
36 Vastag, B. (2006) New clinical trials policy at FDA. Nature Biotechnology 24 (9), 1043.
37 Ghofrani, HA et al. (2006) Sildenafil: from angina to erectile dysfunction to pulmonary hypertension and beyond. Nature Reviews Drug Discovery 5 (August 2006), 689-702.
38 Ashburn, TT and Thor, KB. (2004) Drug repositioning: identifying and developing new uses for existing drugs. Nature Reviews Drug Discovery 3 (August), 673-683.
39 Reiss, T. (2001) Drug discovery of the future: the implications of the human genome project. Trends in Biotechnology 19 (12), 496-499.
40 Fierz, W. (2004) Challenge of personalized health care: to what extent is medicine already individualized and what are the future trends? Med Sci Monit 10 (5), 111-123.
41 Ozdemir, V et al. (2006) Shifting emphasis from pharmacogenomics to theragnostics. Nature Biotechnology 24 (8), 942-946.
42 Lindpaintner, K. (2001) Pharmacogenomics and the future of medical practice: conceptual considerations. The Pharmacogenomics Journal 1, 23-26.
43 Little, S. (2005) Personalised medicine: who benefits? – who pays? In Horizon seminars, University of Cambridge, DxS Ltd.
44 Shastry, BS. (2005) Genetic diversity and new therapeutic concepts. J Hum Genet 50, 321-328.
45 Roses, AD. (2000) Pharmacogenetics and the practice of medicine. Nature 405 (15 June 2000), 857-865.
46 Knowles, JKC. (2004) An audience with… Jonathan KC Knowles discusses the impact of pharmacogenomics on market segmentation. Nature Reviews Drug Discovery 3 (October), 822.
47 Dean, PM et al. (2001) Industrial-scale, genomics-based drug design and discovery. Trends in biotechnology 19 (8), 288-292.
48 Jungmittag, A et al. (2000) Changing innovation in the pharmaceutical industry, Springer.
49 Orsenigo, L et al. (2001) Technological change and network dynamics: Lessons from the pharmaceutical industry. Research Policy 30 (3), 485-508.